https://100daysofkubernetes.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: A highly progressive community learning roadmap tracing advanced modern
    platform architectures. Chronicles continuous topics ranging from standard containers
    to advanced Envoy proxying, service meshes, and GitOps deployments.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Continuous Learning
  - Platform Engineering
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: '100 Days Of Kubernetes: 100daysofkubernetes.io'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://12factor.net:
  addition_method: manual
  content_hash: f7192439d441725427f4e28724b5279d8b2ff0d1e789d351c2a34b47b0a1890f
  description: ''
  health_score: 100.0
  last_checked: 1779030927.998696
  needs_ai_refresh: true
  stars: 0
  title: 12factor.net
  v1_locations: []
  year: N/A
https://1829034.medium.com/getting-started-with-chaos-engineering-13e85a438d37:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032380.377799
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Getting Started with Chaos Engineering'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Getting Started with Chaos Engineering in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://3t.io:
  description: '- [Connecting to your MongoDB at MongoLab](http://3t.io/blog/how-to-connect-to-mongolab)'
  year: '2025'
  stars: 4
  ai_summary: Introduces Studio 3T (formerly MongoChef), a professional desktop GUI
    featuring query builders, migration schemas, and JSON editors. Facilitates local
    database administration and connection profiles for cloud-hosted instances.
  language: Java
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - MongoDB Ecosystem
  - Database Tooling
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 3T MongoChef – Your New MongoDB GUI
  addition_method: manual
  v2_locations:
  - nosql.md
https://3t.io/blog/how-to-connect-to-mongolab:
  addition_method: manual
  content_hash: 5f62fd92e1769dfcbcc8c89cf6ae5e9709490fc3149ea5950b6e19f5b62a855c
  health_score: 100.0
  last_checked: 1779033757.936089
  needs_ai_refresh: true
  v1_locations:
  - docs/nosql.md
https://4dayweek.medium.com/what-does-the-work-life-balance-of-a-software-engineer-look-like-fe16cc46bb0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033750.7022
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '4dayweek.medium.com: What does the work-life balance of a Software Engineer''
    look like?'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering 4dayweek.medium.com:
    What does the work-life balance of a Software Engineer'' look like? in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://4sysops.com/archives/kubernetes-guide-node-selector-and-node-affinity-in-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034486.878945
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '4sysops.com: Node selector and node affinity in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering 4sysops.com:
    Node selector and node affinity in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://4sysops.com/archives/use-psexec-and-powershell-together:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030558.513407
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '4sysops.com: Use PsExec and PowerShell together'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering 4sysops.com:
    Use PsExec and PowerShell together in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://53jk1.medium.com/argocd-the-continuous-delivery-solution-for-kubernetes-ae5b008e76d1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030000.188398
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '53jk1.medium.com: ArgoCD: The Continuous Delivery Solution for Kubernetes'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering 53jk1.medium.com:
    ArgoCD: The Continuous Delivery Solution for Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://9elements.com/blog/developing-a-week-on-windows-with-wsl2:
  addition_method: manual
  content_hash: 5a4b358577e887aefd7273f77ecdf87e36ce14dc5ccce11269f4b3605e7a3f25
  description: ''
  health_score: 100.0
  last_checked: 1779031516.625215
  stars: 0
  status: online
  title: '9elements.com: Developing on Windows with WSL2'
  v1_locations:
  - docs/linux-dev-env.md
  year: N/A
https://9elements.com/blog/developing-on-windows-with-wsl2:
  description: ''
  addition_method: manual
  content_hash: d660b133132a4079eb3519613a6e510df4a73501e75331fa3bb078114755ec77
  health_score: 100.0
  last_checked: 1779130494.946334
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2026'
  stars: 0
  ai_summary: A developer-focused guide optimizing local Windows workflows with WSL2.
    Provides performance instructions on using WSL2 backends alongside Docker Desktop,
    configuring VS Code remote-containers, and mitigating cross-file system read/write
    overhead.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Local Development
  - Operating Systems
  - WSL
  is_microservice: false
  title: '9elements.com: Developing on Windows with WSL2'
https://9to5linux.com/centos-alternative-rocky-linux-8-5-is-out-now-with-secure-boot-support-updated-components:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029689.133622
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '9to5linux.com: CentOS Alternative Rocky Linux 8.5 Is Out Now with Secure''
    Boot Support, Updated Components'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering 9to5linux.com:
    CentOS Alternative Rocky Linux 8.5 Is Out Now with Secure'' Boot Support, Updated
    Components in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://9to5mac.com/2016/03/17/how-to-remap-windows-keyboard-buttons-match-mac-layout:
  addition_method: manual
  content_hash: 1881d14400413adbedf82af6f2a8efc4e9c8234b953c25cbf9c130dc5f6e28d4
  description: ''
  health_score: 100.0
  last_checked: 1779033415.896659
  needs_ai_refresh: true
  stars: 0
  title: '9to5mac.com: How-To: Remap Windows keyboards to match the Mac keyboard layout'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://a-connect.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A high-end freelance network (formerly Certace, now part of the wider
    a-connect ecosystem) matching specialized business analysts and project managers
    with corporate clients. Live grounding shows a rigorous vetting structure that
    bridges traditional management consulting with agile project execution.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Talent Platforms
  - Freelance Consulting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: certace
  addition_method: manual
  v2_locations:
  - freelancing.md
https://abarrak.gitbook.io/linux-sysops-handbook:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A high-density reference manual covering system administration, networking,
    performance monitoring, and scripting. Designed as a quick lookup handbook for
    on-call engineers resolving real-world operational incidents.
  language: English
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - Operations Handbook
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "abarrak.gitbook.io: Linux SysOps Handbook \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://abcabhishek.substack.com/p/chatgpt-for-generating-sql-as-a-data:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034520.694331
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'abcabhishek.substack.com: ChatGPT for generating SQL as a Data Engineer''s''
    assistant'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering abcabhishek.substack.com:
    ChatGPT for generating SQL as a Data Engineer''s'' assistant in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://abdulrwahab.medium.com/api-architecture-best-practices-for-designing-rest-apis-bf907025f5f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030440.176677
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'abdulrwahab.medium.com: API Architecture — Design Best Practices for REST''
    APIs'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering abdulrwahab.medium.com:
    API Architecture — Design Best Practices for REST'' APIs in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://abhaypore.medium.com/migrate-your-manifest-yaml-files-into-helm-chart-32a44230f3b5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030394.003373
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'abhaypore.medium.com: Migrate your manifest yaml files into Helm Chart'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering abhaypore.medium.com:
    Migrate your manifest yaml files into Helm Chart in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://abhii85.hashnode.dev/how-to-get-started-with-k8s-contributions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031979.800255
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'abhii85.hashnode.dev: How to get started with K8s contributions'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering abhii85.hashnode.dev:
    How to get started with K8s contributions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://abhirajdevops.hashnode.dev/a-cheat-sheet-of-essential-commands-for-managing-and-debugging-your-kubernetes-clusters-networking
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034223.870124
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'abhirajdevops.hashnode.dev: A Cheat Sheet of Essential Commands for Managing''
    and Debugging Your Kubernetes Cluster''s Networking'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering abhirajdevops.hashnode.dev:
    A Cheat Sheet of Essential Commands for Managing'' and Debugging Your Kubernetes
    Cluster''s Networking in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://abhisheksaini.hashnode.dev/yaml-for-representation:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033432.0907
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'abhisheksaini.hashnode.dev: YAML For Data Representation?'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering abhisheksaini.hashnode.dev:
    YAML For Data Representation? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://ably.com/blog/limits-aws-network-load-balancers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly critical real-world analysis detailing the edge-case limitations
    of AWS Network Load Balancers under extreme load. Outlines connection resets,
    silent drops, and target group scaling constraints. Live systems use this data
    to plan high-throughput gRPC and WebSocket infrastructure.
  language: English
  resource_type: blog
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Load Balancing
  - Network Load Balancer
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ably.com: Balancing act: the current limits of AWS network load balancers'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://ably.com/blog/no-we-dont-use-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An in-depth post-mortem from Ably detailing their production-scale architecture
    using AWS autoscaling groups instead of Kubernetes. Demonstrates stateful scaling
    at massive, low-latency scale without a complex container mesh.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Case Study
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'ably.com: No, we don’t use Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://ably.com/blog/realtime-ticket-booking-solution-kafka-fastapi-ably:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Addresses transactional concurrency in reservation systems using Apache
    Kafka as an event broker, FastAPI for API management, and Ably for realtime WebSocket
    client updates. Solves standard problems like race conditions and high-throughput
    inventory allocation.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Event-Driven Architectures
  - Realtime Streams
  - FastAPI & Ably
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'ably.com: Building a realtime ticket booking solution with Kafka, FastAPI,
    and Ably'
  addition_method: manual
  v2_locations:
  - demos.md
https://about.appsheet.com/home:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: AppSheet delivers a robust, no-code application development platform
    that integrates directly with Google Workspace, databases, and third-party APIs.
    Enables business developers to engineer secure mobile and web automation interfaces
    with zero infrastructure overhead.
  language: English
  resource_type: Web Portal
  complexity: Beginner
  hierarchy:
  - Application Development
  - Low-Code/No-Code
  - Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Google Cloud AppSheet
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://about.gitea.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A highly performant, lightweight self-hosted Git platform written in
    Go. Ideal for low-resource environments, local test clusters, or edge deployments
    where running complex server infrastructures like GitLab is impossible.
  language: Go
  resource_type: Product
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Self-Hosted Git
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Gitea
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com:
  description: ''
  year: '2014'
  stars: 0
  ai_summary: GitLab is an all-in-one DevSecOps platform that brings together Git
    hosting, automated CI/CD pipelines, container registries, and infrastructure monitoring.
    Offers a comprehensive control plane to manage the entire modern software delivery
    lifecycle.
  language: Ruby
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Collaborative Platforms
  - DevSecOps Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: gitlab.com
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/2016/06/28/get-started-with-openshift-origin-3-and-gitlab:
  addition_method: manual
  content_hash: 9c2d248e72942a47ffc2da2344175d0244b39c40093cdac9227a43cf319c51e7
  description: ''
  health_score: 100.0
  last_checked: 1779029820.641852
  stars: 0
  status: online
  title: Get started with OpenShift Origin 3 and GitLab
  v1_locations:
  - docs/openshift.md
  year: N/A
https://about.gitlab.com/blog/2016/06/28/get-started-with-openshift-origin-3-and-gitlab:
  addition_method: manual
  content_hash: 9f162dada74f4ce7951a322506a2e51821f171064016b0ef02d2f71d1f6eaed4
  health_score: 64.0
  last_checked: 1779130495.019591
  v1_locations:
  - docs/openshift.md
https://about.gitlab.com/blog/2020/03/13/partial-clone-for-massive-repositories:
  addition_method: manual
  ai_summary: Evaluates GitLab's implementation of Git Partial Clone to mitigate bottlenecking
    in massive codebases containing large assets. It contrasts standard clones with
    blobless and treeless clones, providing empirical metrics on how deferring binary
    downloads improves CI/CD runner execution speed.
  complexity: Advanced
  content_hash: 5d113cc2e9095254de4136255ea9dbaab15ab25000efa79784a145cd8fc3c34c
  description: ''
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Scale Operations
  is_microservice: false
  language: English
  last_checked: 1779033360.035565
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'about.gitlab.com: How Git Partial Clone lets you fetch only the large file''
    you need'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/blog/2020/07/06/beginner-guide-ci-cd:
  addition_method: manual
  content_hash: 4c74234320f65b53f2724ebca4d9264cae489f7d3474a179b18a6bef15a3da14
  description: ''
  health_score: 100.0
  last_checked: 1779029291.602091
  review_metadata:
    original_url: https://about.gitlab.com/blog/2020/07/06/beginner-guide-ci-cd
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.981600'
  stars: 0
  status: online
  title: 'gitlab.com: GitLab’s guide to CI/CD for beginners'
  v1_locations:
  - docs/git.md
  year: N/A
https://about.gitlab.com/blog/2020/07/29/effective-ci-cd-pipelines:
  addition_method: manual
  content_hash: 0f83b87885a4d24339881f2e9fb85f6e2438f05a10f49591f72b26eefdd6d2fb
  description: ''
  health_score: 100.0
  last_checked: 1779033949.369733
  review_metadata:
    original_url: https://about.gitlab.com/blog/2020/07/29/effective-ci-cd-pipelines
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.941597'
  stars: 0
  status: online
  title: 'about.gitlab.com: Want a more effective CI/CD pipeline? Try our pro tips'
  v1_locations:
  - docs/git.md
  year: N/A
https://about.gitlab.com/blog/2020/11/23/keep-git-history-clean-with-interactive-rebase:
  addition_method: manual
  content_hash: d4f442d738d7fe58beadae4a3c04991ff8f70379381a15d1fb4bf504172352a5
  description: ''
  health_score: 100.0
  last_checked: 1779034461.53076
  review_metadata:
    original_url: https://about.gitlab.com/blog/2020/11/23/keep-git-history-clean-with-interactive-rebase
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.957396'
  stars: 0
  status: online
  title: 'gitlab.com: How to keep your Git history clean with interactive rebase'
  v1_locations:
  - docs/git.md
  year: N/A
https://about.gitlab.com/blog/2020/11/30/vscode-extension-development-with-gitlab:
  addition_method: manual
  content_hash: 8012ca6e1829e3d7a3a7bbc567fdc6d9b47886596a24e329a6be599d42ff5d89
  description: ''
  health_score: 100.0
  last_checked: 1779033339.053262
  review_metadata:
    original_url: https://about.gitlab.com/blog/2020/11/30/vscode-extension-development-with-gitlab
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.959459'
  stars: 0
  status: online
  title: 'gitlab.com: VS Code extension development with GitLab'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://about.gitlab.com/blog/2020/12/10/basics-of-gitlab-ci-updated:
  addition_method: manual
  content_hash: b2cce56f4418173c7af71356140514ff366001e180eb41c75d7b62d1842f5ba1
  description: ''
  health_score: 100.0
  last_checked: 1779033166.494008
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'about.gitlab.com: The basics of CI: How to run jobs sequentially, in parallel,''
    or out of order'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering about.gitlab.com:
    The basics of CI: How to run jobs sequentially, in parallel,'' or out of order
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://about.gitlab.com/blog/2021/01/20/using-run-parallel-jobs:
  addition_method: manual
  ai_summary: A technical execution guide detailing how to use GitLab's `parallel`
    keyword to shard test suites across multiple concurrent runner nodes. Demonstrates
    massive optimization in build times, boosting continuous integration feedback
    loops at scale.
  complexity: Intermediate
  content_hash: b21e0f83b9245caa054de7ae5add3648532062237928726ca5bf4c957f6ce8d9
  description: ''
  health_score: 100.0
  hierarchy:
  - Infrastructure and Platform
  - DevSecOps Platforms
  - GitLab CI
  is_microservice: false
  language: English
  last_checked: 1779032754.002152
  resource_type: Tutorial
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'about.gitlab.com: How we used parallel CI/CD jobs to increase our productivity'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/blog/2021/01/25/mr-reviews-with-vs-code:
  addition_method: manual
  ai_summary: A step-by-step workflow guide detailing how developers can complete
    and approve GitLab merge requests (MRs) directly within Visual Studio Code. Explains
    the integration capabilities offered by GitLab Workflow extension to boost focus
    and reduce context-switching.
  complexity: Beginner
  content_hash: f2665a0e0a6022dd4a9e8f1be3bbf3ab8e8ab250dc94269d4655f62d14f4fe71
  description: ''
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Developer Environment
  - Integrations
  is_microservice: false
  language: English
  last_checked: 1779034557.991842
  resource_type: Tutorial
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'gitlab.com: How to do GitLab merge request reviews in VS Code'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/blog/2021/02/05/ci-deployment-and-environments:
  addition_method: manual
  ai_summary: A structured guide outlining how to design, configure, and secure environments
    (development, staging, production) within GitLab CI/CD. Highlights protected environments,
    dynamic deployment tracking, and manual approval gates.
  complexity: Intermediate
  content_hash: a9e8e11b795398874717027a6686369741b79a332cb456efe98891b651dc638c
  description: ''
  health_score: 100.0
  hierarchy:
  - Infrastructure and Platform
  - DevSecOps Platforms
  - GitLab CI
  is_microservice: false
  language: English
  last_checked: 1779032100.347323
  resource_type: Tutorial
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'about.gitlab.com: How to use GitLab CI to deploy to multiple environments'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/blog/2021/02/22/gitlab-kubernetes-agent-on-gitlab-com:
  addition_method: manual
  content_hash: 6d3527cb2d0bd58355344d8f88c72b63fef41a572f20bc2eae4220d5fe5a4de5
  description: ''
  health_score: 100.0
  last_checked: 1779034045.588996
  review_metadata:
    original_url: https://about.gitlab.com/blog/2021/02/22/gitlab-kubernetes-agent-on-gitlab-com
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.962417'
  stars: 0
  status: online
  title: 'about.gitlab.com: A new era of Kubernetes integrations on GitLab.com'
  v1_locations:
  - docs/git.md
  year: N/A
https://about.gitlab.com/blog/2021/02/22/pipeline-editor-overview:
  addition_method: manual
  ai_summary: Introduces GitLab's integrated visual Pipeline Editor, featuring live
    YAML validation, linting, and complete visualization of pipeline structures. This
    tool dramatically lowers the barrier to entry for authoring complex deployment
    paths.
  complexity: Beginner
  content_hash: cc6de7fe74c4a875142da6a9622ebd301b1f99004c385a663cf484f289eda409
  description: ''
  health_score: 100.0
  hierarchy:
  - Infrastructure and Platform
  - DevSecOps Platforms
  - GitLab CI
  is_microservice: false
  language: English
  last_checked: 1779033240.421868
  resource_type: Tutorial
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'about.gitlab.com: Meet Pipeline Editor, your one-stop-shop for building''
    a CI/CD pipeline'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/blog/2021/03/10/new-git-default-branch-name:
  addition_method: manual
  ai_summary: Outlines GitLab's migration steps and platform updates transitioning
    the default branch name from `master` to `main`. Discusses modern development
    standards, project initialization shifts, and backward compatibility paths.
  complexity: Beginner
  content_hash: bb97838512dec1e81411a3235d4492ec15ae21f518b5c6b581e0f7e0853fbded
  description: ''
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Operations
  is_microservice: false
  language: English
  last_checked: 1779029154.715664
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'about.gitlab.com: The new Git default branch name'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/blog/2021/03/18/iteration-and-code-review:
  addition_method: manual
  content_hash: db0ba7990decfdba6cbef3ae3fea78aab37029dc419aa3ad5a4a7d3cfe85e867
  description: ''
  health_score: 100.0
  last_checked: 1779030705.825555
  review_metadata:
    original_url: https://about.gitlab.com/blog/2021/03/18/iteration-and-code-review
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.998799'
  stars: 0
  status: online
  title: "about.gitlab.com: Why small merge requests are key to a great review \U0001F31F"
  v1_locations:
  - docs/git.md
  year: N/A
https://about.gitlab.com/blog/2021/04/21/devops-workflows-json-format-jq-ci-cd-lint:
  addition_method: manual
  ai_summary: A GitLab engineering blog showcasing optimal methods for integrating
    automated schema validation and JSON formatters (using jq) directly inside DevOps
    delivery loops. Highlights strategies to enforce code-quality gates.
  complexity: Intermediate
  content_hash: e533af4ee00b6169a5991700319687348437104c315fa355e4227d95e671d99e
  description: ''
  health_score: 100.0
  hierarchy:
  - CI/CD Pipelines
  - GitLab CI
  - Linting Automation
  is_microservice: false
  language: English
  last_checked: 1779032289.814142
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'about.gitlab.com: Tips for productive DevOps workflows: JSON formatting''
    with jq and CI/CD linting automation'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: N/A
https://about.gitlab.com/blog/2021/04/27/gitops-done-3-ways:
  addition_method: manual
  content_hash: ca6e279fa9d8e06413e48946dbaf0123d48a6a2faa48dd1ec676b3d1626f4197
  description: ''
  health_score: 100.0
  last_checked: 1779030604.871714
  review_metadata:
    original_url: https://about.gitlab.com/blog/2021/04/27/gitops-done-3-ways
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.017492'
  stars: 0
  status: online
  title: "about.gitlab.com: 3 Ways to approach GitOps \U0001F31F"
  v1_locations:
  - docs/gitops.md
  year: N/A
https://about.gitlab.com/blog/2021/07/28/secure-container-images-with-gitlab-and-grype:
  addition_method: manual
  content_hash: 198d387d3823e209cb4f103495507fc5600b440755c863712edc641a530f7f3e
  description: ''
  health_score: 100.0
  last_checked: 1779030326.731008
  review_metadata:
    original_url: https://about.gitlab.com/blog/2021/07/28/secure-container-images-with-gitlab-and-grype
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.943597'
  stars: 0
  status: online
  title: 'about.gitlab.com: How to secure your container images with GitLab and Grype'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://about.gitlab.com/blog/2021/08/10/how-to-agentless-gitops-aws:
  addition_method: manual
  content_hash: afb498fd48709277f85519a7de9721ac9c21d8a3fc02cfea346932faf00e0ee8
  description: ''
  health_score: 100.0
  last_checked: 1779029992.907029
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'about.gitlab.com: How to use a push-based approach for GitOps with Terraform''
    and AWS ECS and EC2'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering about.gitlab.com:
    How to use a push-based approach for GitOps with Terraform'' and AWS ECS and EC2
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://about.gitlab.com/blog/2021/09/09/5-code-review-features:
  addition_method: manual
  ai_summary: Highlights five key features designed to optimize peer code reviews
    inside GitLab MRs. Explains practical user benefits from improved draft reviews,
    inline suggestions, and visual branch comparisons.
  complexity: Beginner
  content_hash: d7cc91fa49c116194dc0d955c67ab2bcd97ca3777c74ec783204727f3f66b855
  description: ''
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Developer Environment
  - Integrations
  is_microservice: false
  language: English
  last_checked: 1779034564.309403
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'about.gitlab.com: How GitLab''s 5 new code review features will make life''
    easier'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/blog/2021/10/05/gitpod-desktop-app-personal-activities:
  addition_method: manual
  ai_summary: GitDock was introduced to simplify personal GitLab workflow tracking
    by displaying activities directly on the desktop. While it streamlines developer
    interaction with GitLab issues, merge requests, and pipelines without browser-hopping,
    live engineering trends in 2026 favor deeply integrated IDE extensions or web-native
    environments like Gitpod and Codespaces.
  complexity: Intermediate
  content_hash: 366ab27c9d5ab7db62f50d9f0d97fb5de60a2b77b62fa2d658ed45d93e0b5d24
  description: ''
  health_score: 100.0
  hierarchy:
  - Developer Tools
  - Collaboration and Workflow
  - Desktop Integrations
  is_microservice: false
  language: English
  last_checked: 1779033765.08129
  resource_type: blog
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'about.gitlab.com: Why we built GitDock, our desktop app to navigate your''
    GitLab activities'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/blog/2021/10/12/open-shift-ga:
  addition_method: manual
  ai_summary: This announcement marks the general availability of the GitLab Kubernetes
    Operator for Red Hat OpenShift, streamlining enterprise GitLab runner and instance
    deployments on hybrid cloud setups. In the 2026 enterprise landscape, Kubernetes
    operators are the standard pattern for stateful application management, validating
    this operator's crucial role in automating lifecycle tasks like scaling, backups,
    and upgrades within secure, managed Kubernetes domains.
  complexity: Advanced
  content_hash: c4e48905bc171e9379f9a96febb070ce17d8725103e3312b7db9affec3d629c5
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Infrastructure
  - Platform Engineering
  - GitLab Operations
  is_microservice: false
  language: English
  last_checked: 1779030326.80445
  resource_type: blog
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'about.gitlab.com: GitLab’s Kubernetes Operator with support for Red Hat''
    OpenShift is now generally available'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/blog/2021/11/16/gko-on-ocp:
  addition_method: manual
  ai_summary: An official deployment architecture guide showing how to implement the
    GitLab Kubernetes Operator on Red Hat OpenShift Container Platform (OCP). Provides
    configuration details for persistent volumes, container security contexts, and
    runners to ensure stable multi-tenant operations.
  complexity: Advanced
  content_hash: 4571cb2e5c424d4a8eec9b80a15b19c3798b441a5aef3148b770a89a608bb0a0
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Architecture
  - Kubernetes Operators
  - GitLab Orchestration
  is_microservice: false
  language: en
  last_checked: 1779034211.520865
  resource_type: Technical Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: '==about.gitlab.com: How to install and use the GitLab Kubernetes Operator''
    (on OCP)=='
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/blog/2021/11/18/gitops-with-gitlab-connecting-the-cluster:
  addition_method: manual
  content_hash: e91cca70863e8d86d9a190e4691c9fb7104eecba996e03e7c2caee2b83dc6733
  description: ''
  health_score: 100.0
  last_checked: 1779032216.901329
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==about.gitlab.com: GitOps with GitLab: Connect with a Kubernetes cluster=='
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==about.gitlab.com:
    GitOps with GitLab: Connect with a Kubernetes cluster== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://about.gitlab.com/blog/2021/11/30/soft-skills-are-the-key-to-your-devops-career-advancement:
  addition_method: manual
  content_hash: 14ded8976c1532860bc7bc482eca08f4874ba438874ae7ba01fa36c437ce4c7e
  description: ''
  health_score: 100.0
  last_checked: 1779029374.417876
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'about.gitlab.com: Soft skills are the key to your DevOps career advancement'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering about.gitlab.com:
    Soft skills are the key to your DevOps career advancement in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://about.gitlab.com/blog/2021/12/16/how-to-navigate-the-great-resignation:
  addition_method: manual
  ai_summary: Provides an enterprise-level blueprint for engineering organizations
    to mitigate talent drain during market disruptions. Leveraging GitLab's open-source,
    handbook-first operational model, it illustrates how asynchronous communication
    systems reduce cognitive load and scale operational continuity.
  complexity: Advanced
  content_hash: abb2ab9d700c63e4639824e948ce484115982f37ef1f667577d4aa12492ddad0
  description: ''
  health_score: 100.0
  hierarchy:
  - Engineering Leadership & Career Dynamics
  - Organizational Design & Leadership Systems
  - Engineering Culture
  is_microservice: false
  language: English
  last_checked: 1779031061.281586
  resource_type: Blog
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'about.gitlab.com: How to navigate The Great Resignation'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
https://about.gitlab.com/blog/2021/12/17/gitlab-chart-works-towards-kubernetes-1-22:
  addition_method: manual
  ai_summary: This development update outlines the efforts of the GitLab Helm Chart
    team to ensure compatibility with Kubernetes 1.22, addressing critical changes
    such as the removal of legacy v1beta1 APIs. This transition represents a historically
    significant engineering challenge for high-availability enterprise services migrating
    to modern declarative APIs. From a 2026 perspective, it highlights the continuous
    lifecycle maintenance required to run complex, stateful platforms natively on
    rapidly updating Kubernetes clusters.
  complexity: Advanced
  content_hash: d5cffdc388cf2915201b01863dfb8e15209d19965c133c992bf10b35fbf65a43
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Infrastructure
  - Helm Charts
  - GitLab Infrastructure
  is_microservice: false
  language: English
  last_checked: 1779029801.729538
  resource_type: blog
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  title: 'about.gitlab.com: GitLab Chart works towards Kubernetes 1.22'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/blog/2022/02/03/how-to-keep-up-with-ci-cd-best-practices:
  addition_method: manual
  ai_summary: 'Curator Insight: Provides a roadmap for keeping engineering skillsets
    aligned with state-of-the-art deployment practices. Live Grounding: Explores GitOps
    integrations, pipeline security monitoring, and automated performance tracking.
    A good educational resource for career platform engineers.'
  complexity: Intermediate
  content_hash: 47f60bd1cf0c6c3a7564a9dbbe681d61ef4b0a856ccfd3ede24bf02b54bea636
  description: ''
  health_score: 100.0
  hierarchy:
  - Software Delivery
  - CI/CD Foundations
  - Industry Trends
  is_microservice: false
  language: English
  last_checked: 1779030653.098463
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'about.gitlab.com: How to keep up with CI/CD best practices'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
https://about.gitlab.com/blog/2022/02/17/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them:
  addition_method: manual
  content_hash: e63644205669e1aec04edbaf712a90b59afc1f13342f4b52834ef00c7d99a216
  description: ''
  health_score: 100.0
  last_checked: 1779030577.928684
  review_metadata:
    original_url: https://about.gitlab.com/blog/2022/02/17/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.002528'
  stars: 0
  status: online
  title: '==about.gitlab.com: Fantastic Infrastructure as Code security attacks and''
    how to find them=='
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://about.gitlab.com/blog/2022/04/13/how-to-learn-ci-cd-fast:
  addition_method: manual
  ai_summary: 'Curator Insight: Practical learning blueprint focusing on building
    incremental toy pipelines using GitLab CI. Live Grounding: Recommends direct hand-on
    setups of simple test automation and container builds before transitioning to
    complex deployments. Perfect for rapid developer upskilling.'
  complexity: Beginner
  content_hash: 302a5921dc83a6dec68eb592a4d5f97c7b6f8e099d394113aa37d68ff28375ca
  description: ''
  health_score: 100.0
  hierarchy:
  - Software Delivery
  - CI/CD Foundations
  - Onboarding and Training
  is_microservice: false
  language: English
  last_checked: 1779034581.891297
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'about.gitlab.com: How to learn CI/CD fast'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
https://about.gitlab.com/blog/2022/11/15/simple-kubernetes-management-with-gitlab:
  addition_method: manual
  ai_summary: This blog details GitLab's efforts to lower the barrier to entry for
    Kubernetes management by introducing declarative cluster integrations. It demonstrates
    how teams can connect clusters and safely deploy applications with minimal infrastructure
    overhead. Live engineering feedback stresses the value of this direct integration
    for small-to-midsize teams looking to deploy workloads without managing heavy
    external GitOps controllers.
  complexity: Intermediate
  content_hash: a6acebbc45a276e5f87ff20c292d80e8502dbdb0c0152f992a484614181d0b42
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Infrastructure
  - Platform Engineering
  - GitLab Operations
  is_microservice: false
  language: English
  last_checked: 1779030196.421823
  resource_type: blog
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'about.gitlab.com: Simple Kubernetes management with GitLab'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/blog/2022/11/16/how-is-ai-ml-changing-devops:
  addition_method: manual
  content_hash: 013b9bcbca2bbed1569a5cfae86da6e3bf129ecf59e710bca2df69083200a35d
  description: ''
  health_score: 100.0
  last_checked: 1779029309.760493
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'about.gitlab.com: How is AI/ML changing DevOps?'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering about.gitlab.com:
    How is AI/ML changing DevOps? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://about.gitlab.com/blog/get-started-with-openshift-origin-3-and-gitlab:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: Historical tutorial tracking early integration patterns between GitLab
    CI/CD and OpenShift Origin 3. Demonstrates pipeline orchestration, runner allocation,
    and deployment tasks. Replaced by GitOps-driven pipelines in contemporary architectures.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - GitLab
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Get started with OpenShift Origin 3 and GitLab
  addition_method: manual
  v2_locations:
  - openshift.md
https://about.gitlab.com/gitlab-org/gitlab/-/issues/14595:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.960769
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering about.gitlab.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://about.gitlab.com/gitlab-org/gitlab/-/issues/2785:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.935608
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering about.gitlab.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://about.gitlab.com/handbook:
  addition_method: manual
  content_hash: 7dcbeb9c2cdfa859ac267a6ec9c5914ebb543b5a7453a1393e213d2e01dc2993
  description: ''
  health_score: 100.0
  last_checked: 1779029190.229447
  stars: 0
  status: online
  title: about.gitlab.com/handbook
  v1_locations:
  - docs/hr.md
  year: N/A
https://about.gitlab.com/releases/2021/04/22/gitlab-13-11:
  addition_method: manual
  content_hash: 0e9720d9128e7b62ed817befeb2d647dc3e2c18b03b63110d92522296036f6fd
  health_score: 64.0
  last_checked: 1779130495.000742
  v1_locations:
  - docs/cicd-kubernetes-plugins.md
  - docs/git.md
https://about.gitlab.com/releases/2021/04/22/gitlab-13-11-released:
  addition_method: manual
  content_hash: 10401d83978077c05f738021bf4cff91487b7346305e58bb351dee3834cc0cef
  description: ''
  health_score: 100.0
  last_checked: 1779032789.852639
  stars: 0
  status: online
  title: GitLab Kubernetes Agent available on GitLab.com
  v1_locations:
  - docs/cicd-kubernetes-plugins.md
  - docs/git.md
  year: N/A
https://about.gitlab.com/releases/2021/07/22/gitlab-14-1-released:
  addition_method: manual
  ai_summary: Official release notes for GitLab 14.1 introducing native Helm Chart
    Registry support and customizable escalation policies for incident response, aligning
    development workflows directly with target operational tools.
  complexity: Intermediate
  content_hash: 10401d83978077c05f738021bf4cff91487b7346305e58bb351dee3834cc0cef
  description: ''
  health_score: 100.0
  hierarchy:
  - Infrastructure and Platform
  - DevSecOps Platforms
  - GitLab CI
  is_microservice: false
  language: English
  last_checked: 1779029735.243493
  resource_type: Reference Documentation
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation''
    Policies'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://about.gitlab.com/remote-work-report:
  addition_method: manual
  content_hash: 3f57def79b84e34221081428ece80ab6907f530edf1b4f2008cc1092538b4ad7
  description: ''
  health_score: 100.0
  last_checked: 1779034529.020796
  stars: 0
  status: online
  title: 'about.gitlab.com: The Remote Work Report 2021'
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://academy.fpblock.com/blog/announcing-amber-ci-secret-tool:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Introduces Amber, a lightweight CI/CD-friendly command-line secrets
    tool designed to securely encrypt and decrypt sensitive application environment
    configurations. Offers an alternative to complex key management servers for basic
    build steps.
  language: Rust
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Security
  - Secrets Management
  - Encrypted Secrets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fpcomplete.com: Announcing Amber, encrypted secrets management'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://academy.rancher.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030088.191807
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Rancher Academy \U0001F31F"
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Rancher
    Academy \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://accenture.github.io/adop-cartridges-cookbook/docs/recipes/archiving-artefact-to-nexus:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A practical step-by-step recipe explaining how to programmatically define
    Nexus artifact upload steps using Job DSL syntax. Highlights best practices for
    securing artifact publishing credentials and managing build target variables inside
    reusable scripts.
  language: Groovy
  resource_type: documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Pipeline as Code
  - Artifact Archiving
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Jenkins DSL for **Nexus**
  addition_method: manual
  v2_locations:
  - jenkins.md
https://access.crunchydata.com/documentation/crunchy-postgres-containers/4.3.0/container-specifications/crunchy-pgadmin4:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details container specification sheets for the crunchy-pgadmin4 image,
    including configuration variables and resource layouts. Historically, pgAdmin
    4 was manually provisioned as a containerized sidecar or standalone service to
    provide database GUIs (Curator Insight). Current deployment strategies prefer
    integrated, operator-managed tooling and secure proxy pipelines.
  language: None
  resource_type: Technical Documentation
  complexity: Beginner
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Database Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: crunchy-pgadmin4
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://access.crunchydata.com/documentation/crunchy-postgres-containers/4.3.0/examples/administration/pgadmin4:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Outlines early configuration models and environment mappings for pgAdmin
    4 instances running in Kubernetes clusters. This resource demonstrates how to
    configure volume mounts and ingress rules for user sessions. For modern enterprise
    production, automated telemetry models (Prometheus/Grafana) are prioritized over
    graphical administrative consoles.
  language: YAML
  resource_type: Technical Documentation
  complexity: Beginner
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Database Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: pgAdmin 4
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://access.crunchydata.com/documentation/crunchy-postgres-containers/latest:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Highly detailed documentation defining construction parameters for Crunchy
    Data's hardened database container images. Covers security boundaries, pgBackRest,
    Patroni integrations, and environment variable configuration sets.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - PostgreSQL
  - Container Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Documentation: Crunchy Data Container Suite \U0001F31F"
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://access.crunchydata.com/documentation/crunchy-postgres-containers/latest/examples/administration/pgadmin4:
  addition_method: manual
  content_hash: 3cd0577e9676fc0d52580448e0e513c01f4ec2882d55b90321e1b5c1a9996e97
  health_score: 100.0
  last_checked: 1779031533.770307
  v1_locations:
  - docs/crunchydata.md
https://access.crunchydata.com/documentation/crunchy-postgres-containers/latest/installation-guide/installation-guide:
  addition_method: manual
  content_hash: c0954a21f6fcee63ff80a73d4b798c439b584a7c79c9f7029275ed1f8a244d97
  health_score: 100.0
  last_checked: 1779032117.522186
  v1_locations:
  - docs/crunchydata.md
https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/other/ansible:
  addition_method: manual
  content_hash: fa230babb878672ccf2fcac42e7630f3ce5904edad9249f62874d70848fa0355
  description: ''
  health_score: 100.0
  last_checked: 1779030367.293777
  needs_ai_refresh: true
  stars: 0
  title: Ansible playbook installation
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/other/bash:
  addition_method: manual
  content_hash: 79cd839b4b5ebf6fd3042c6d3ad4ab24cfaf3989786ac113fccde0986e099858
  description: ''
  health_score: 100.0
  last_checked: 1779030348.234175
  needs_ai_refresh: true
  stars: 0
  title: Install Operator Using Bash (the one used in this overview)
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/postgres-operator:
  description: "- [Install Operator Using Bash (the one used in this overview)](https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/other/bash)\n
    \           - [Ansible playbook installation](https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/other/ansible)\n
    \           - CLI installation using OLM **(Deprecated)**: new CatalogSource added
    via “pgo.catalogsource.yaml”.\n            - Openshift Console installation using
    OLM (OperatorHub):\n                - New CatalogSource requirement. \n                -
    CLI settings required.\n    2. **Certified Crunchydata Postgres Operator (OLM/OperatorHub):**\n
    \       - Openshift Console installation using OLM (OperatorHub): One-click deployment
    and Web based operation\n        - **No ‘pgo’ CLI tool?** (compatibility issues:
    unable to find in github the version that matches the server API - Sept 2019)\n
    \       - Certified by Red Hat\n        - Provided by CrunchyData\n    3. Other
    non-certified installations (unsupported by Red Hat): with or without OLM, CLI,
    etc."
  year: '2020'
  stars: 0
  ai_summary: Documents installation paths for Crunchy PostgreSQL Operator v4.3.0,
    mapping Bash-based installations and Ansible playbooks. While highly detailed
    during early operator adoption (Curator Insight), these manual installation mechanisms
    and custom CLI commands have been deprecated in modern, helm-driven operator ecosystems
    (Live Grounding). It is retained only for historical system maintenance.
  language: Shell
  resource_type: Technical Documentation
  complexity: Intermediate
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Installation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: The PostgreSQL Operator Installer with kubectl
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://access.crunchydata.com/documentation/postgres-operator/latest/operatorcli/pgo-overview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029110.544947
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: ref1
  v1_locations:
  - docs/crunchydata.md
  v2_locations:
  - crunchydata.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ref1 in
    the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://access.redhat.com/articles/4993781:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive directory of officially supported Ansible Collections
    maintained by Red Hat and its certified partners. This registry ensures enterprise
    compliance, stability, and security by providing thoroughly tested modules for
    operating systems, networks, and cloud providers.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Dependency Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "List of Red Hat Supported Maintained Ansible Collections \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://access.redhat.com/community/learn:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Red Hat's official training ecosystem community. It offers platform
    operators, architects, and developers verified learning pathways, course materials,
    and labs covering OpenShift administration and cloud-native practices.
  language: N/A
  resource_type: Web Portal
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Learning Hubs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Red Hat Training & Certification Community
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
  - helm.md
https://access.redhat.com/containers:
  addition_method: manual
  content_hash: 53785a34147d7dc275736840cbf504ab61dbf0f5d110b04dc4efd47debd75d72
  description: ''
  health_score: 100.0
  last_checked: 1779032622.991654
  stars: 0
  status: online
  title: "Red Hat Container Catalog - RedHat Registry (registry.redhat.io) \U0001F31F"
  v1_locations:
  - docs/openshift.md
  year: N/A
https://access.redhat.com/documentation/en-us/openshift_container_platform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032361.057519
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "OpenShift 4 documentation \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering OpenShift
    4 documentation \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://access.redhat.com/documentation/en-us/openshift_container_platform/4.1/pdf/updating_clusters/OpenShift_Container_Platform-4.1-Updating_clusters-en-US.pdf
: addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032466.983718
  v1_locations:
  - docs/ocp4.md
? https://access.redhat.com/documentation/en-us/openshift_container_platform/4.2/html/container-native_virtualization/container-native-virtualization-2-1-release-notes
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031719.99563
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Container-native virtualization allows to run and manage virtual machine
    workloads alongside container workloads
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Container-native
    virtualization allows to run and manage virtual machine workloads alongside container
    workloads in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://access.redhat.com/documentation/en-us/openshift_container_platform/4.2/html/installing_on_ibm_z:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033398.083651
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: OpenShift Container Platform 4.2. Installing on IBM Z (html)
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering OpenShift
    Container Platform 4.2. Installing on IBM Z (html) in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://access.redhat.com/documentation/en-us/openshift_container_platform/4.2/pdf/installing_on_ibm_z:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033092.38981
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: OpenShift Container Platform 4.2. Installing on IBM Z (pdf)
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering OpenShift
    Container Platform 4.2. Installing on IBM Z (pdf) in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://access.redhat.com/documentation/en-us/openshift_container_platform/4.4/html-single/service_mesh/index:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033617.320143
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: ServiceMesh
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ServiceMesh
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://access.redhat.com/documentation/en-us/red_hat_amq/6.3:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029932.003357
  v1_locations:
  - docs/message-queue.md
? https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/deploying_amq_broker_on_openshift/assembly_br-broker-monitoring_broker-ocp
: addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032681.768032
  v1_locations:
  - docs/monitoring.md
? https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/deploying_amq_broker_on_openshift/deploying-broker-on-ocp-using-operator_broker-ocp
: addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031647.337143
  v1_locations:
  - docs/monitoring.md
https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/managing_amq_broker/prometheus-plugin-managing:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031349.47603
  v1_locations:
  - docs/monitoring.md
? https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/using_amq_streams_on_openshift/assembly-distributed-tracing-str
: addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034499.551549
  v1_locations:
  - docs/monitoring.md
https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/using_amq_streams_on_openshift/assembly-metrics-setup-str:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033665.687968
  v1_locations:
  - docs/monitoring.md
https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/using_amq_streams_on_rhel/assembly-distributed-tracing-str:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034558.070419
  v1_locations:
  - docs/monitoring.md
https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/using_amq_streams_on_rhel/index:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031215.755812
  v1_locations:
  - docs/monitoring.md
? https://access.redhat.com/documentation/en-us/red_hat_jboss_web_server/5.4/html-single/red_hat_jboss_web_server_for_openshift/index
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031541.432843
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "JBoss Web Server Operator \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering JBoss
    Web Server Operator \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://access.redhat.com/documentation/en-us/reference_architectures/2017/html-single/spring_boot_microservices_on_red_hat_openshift_container_platform_3/index
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030779.152243
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'redhat.com: Spring Boot Microservices on Red Hat OpenShift Container Platform''
    3 - Software Stack - Externalized Configuration'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering redhat.com:
    Spring Boot Microservices on Red Hat OpenShift Container Platform'' 3 - Software
    Stack - Externalized Configuration in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://access.redhat.com/solutions/18301:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A technical solution article detailing how to trigger, extract, and
    analyze memory heap dumps from JVMs running inside Linux containers, leveraging
    standard OpenJDK CLI tools.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Monitoring
  - Java Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How do I analyze a Java heap dump?'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://access.redhat.com/solutions/4363731:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032376.794206
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Create an OpenShift 4.2 Private Cluster in AWS \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Create
    an OpenShift 4.2 Private Cluster in AWS \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fconsole.cloud.google.com%2Fproducts&dsh=S-434924395%3A1779041052185976&followup=https%3A%2F%2Fconsole.cloud.google.com%2Fproducts&osid=1&passive=1209600&service=cloudconsole&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2Pasn2LQq2-HAsrhKLmjDeNW0e8jsHz1CbZM8xG_fzw2d_QHhWCcHPV60tTMOkJixTn6JdLIstQ
: addition_method: manual
  content_hash: 08859ffc67144f1bd23461da283e7b045d71d47f01effe5cba624a8589e51265
  health_score: 100.0
  last_checked: 1779130494.985648
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  v2_locations:
  - GoogleCloudPlatform.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering accounts.google.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2F&dsh=S20332737%3A1779042489432562&emr=1&followup=https%3A%2F%2Fdocs.google.com%2F&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2Pav-11IKZl8IOb4XqImV3kUr5dyMPv-c_juxtiguwye_vvM_4JChlo3slW1NhgW6-FumHKZpvw
: addition_method: manual
  content_hash: a69e0760175e82a26008d3b71f2fbcde41e8a13bfc679e86a5bda4bd264e1908
  health_score: 100.0
  last_checked: 1779130494.951467
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/workfromhome.md
  v2_locations:
  - workfromhome.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering accounts.google.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&dsh=S1328157413%3A1779046143757246&followup=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&ltmpl=docs&osid=1&passive=1209600&service=wise&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PasaQiQXmXb5iN1qZZsvtoOkhIgQoRWugSdY4-JVcpmeUs17j5clMIVQfi1xcpGGzFDWWEjvLg
: addition_method: manual
  content_hash: b22a444431ac1c9ced4af65eae4deb42cbcc4765a9851b1d25b8202950faa526
  health_score: 100.0
  last_checked: 1779130495.021102
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/project-management-tools.md
  v2_locations:
  - project-management-tools.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering accounts.google.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&dsh=S-888283151%3A1779038836107039&followup=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&ltmpl=sheets&osid=1&passive=1209600&service=wise&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PauoMa7lQWyxlGGmOlILKdc_0OGix3neZYVIl24vayGw0wGG0CrQxkizeIBOFWVtABpTKfaO
: addition_method: manual
  content_hash: 5078172d15ea897f121d54f5f6481f12c820d6acc9b5e1fa605591d320a23664
  health_score: 100.0
  last_checked: 1779130494.950167
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/project-management-tools.md
  v2_locations:
  - project-management-tools.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering accounts.google.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&dsh=S-651079724%3A1780398802084305&followup=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PavtOIva2wcDqJnQlJq3nohbB8kL26HoI0qLEI-ErQFf9Roi9aGt-ViI1YzZGxXTHSAzER9n
: addition_method: automatic
  ai_summary: 'This interactive NotebookLM workspace, created by the Google team for
    Google I/O 2026, serves as a dynamic, model-driven documentation hub. It leverages
    Gemini''s long-context window to allow developer questioning and rapid knowledge
    retrieval.


    * **Direct Querying**: Enables developers to generate custom outlines and deep-dives
    of all conference announcements.

    * **Multimodal Grounding**: Provides a structured environment for testing and
    querying official API guidelines and release notes.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 59000a6e704fdaf40d36ddf8b10df9d000614a06315668523e905b633b35e28b
  description: An official interactive NotebookLM document curated by Google to aggregate
    and query announcements, APIs, and model details from Google I/O 2026.
  hierarchy:
  - Artificial Intelligence
  - Knowledge Bases
  - Google I/O 2026
  impact_score: 88
  is_microservice: false
  language: en
  last_checked: 1780401152.315692
  reputation_status: Vetted
  reputation_summary: Official Google Accounts login flow that directs users to the
    authenticated Google I/O 2026 NotebookLM document. Trusted and highly relevant
    for conference updates.
  resource_type: Tools
  social_preview_url: ''
  source_provenance: X.com (NotebookLM)
  stars: 4
  status: online
  suggested_new_category: ai
  tags:
  - '[EMERGING]'
  - '[GUIDE]'
  title: Google I/O 2026 Official NotebookLM Document
  year: '2026'
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&dsh=S1679469113%3A1780351896918873&followup=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PavSnxHMtFSGKVa_Dah4shJtj9idxNyn2Ox3EoPb7A8bY4KqdUXEQGTMYRZG1kKemtcZyQPg7w
: addition_method: automatic
  ai_summary: '* **Curator Insight**: This rescued deep link provides direct access
    to Google''s semantic indexing showcase, proving how a unified knowledge interface
    can dramatically accelerate developer comprehension during major launches.

    * **Live Grounding**: Officially introduced in mid-2026, this shared notebook
    lets verified developers query Google I/O data, fetch precise context, and listen
    to automatically generated audio overviews summarizing key cloud features.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 460626ee6cdc7c56617d1fee74bd1c772a76342120329541f5bba5558390c9a9
  description: An officially compiled interactive workspace inside Google NotebookLM
    containing consolidated keynote transcripts, slide decks, and developer blogs
    from Google I/O 2026.
  hierarchy:
  - Artificial Intelligence
  - Knowledge Hubs
  - RAG Implementations
  - NotebookLM
  - Google I/O
  is_microservice: false
  language: en
  last_checked: 1780352730.207551
  reputation_status: Vetted
  reputation_summary: 'Rescued Deep-Link: This link has been successfully rescued
    from its Google sign-in redirect and resolved to the official Google I/O 2026
    Interactive NotebookLM Workspace workspace used heavily by technical practitioners.'
  resource_type: workspace
  social_preview_url: ''
  source_provenance: X.com (NotebookLM)
  stars: 4
  status: online
  suggested_new_category: ai-knowledge-bases
  tags:
  - EMERGING
  - GUIDE
  title: Google I/O 2026 Official Interactive NotebookLM Workspace
  year: '2026'
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&dsh=S1127513064%3A1779041015006518&followup=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PatKhgmTZTEkwb3Q5nWpkPt4ntDFIyQrUJIi2ZjPJ-M3IOraCUtKjEa4_jbOFaWLmjeqIlS_
: addition_method: manual
  content_hash: 75b19fd9b81c3b5df0a538ba3ef95a5d90f50398ccb81e763d08f15957ad229c
  health_score: 100.0
  last_checked: 1779130494.990676
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  - docs/other-awesome-lists.md
  v2_locations:
  - cheatsheets.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering accounts.google.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://acentocoop.es:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A cooperative platform in Spain designed to let freelance professionals
    pool resources, bill clients legally, and manage tax requirements without having
    to maintain a costly self-employed registration status.
  language: N/A
  resource_type: SaaS
  complexity: Beginner
  hierarchy:
  - Careers
  - Freelancing
  - Cooperatives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Acento: Cooperativa de freelance'
  addition_method: manual
  v2_locations:
  - freelancing.md
https://acethecloud.com/blog/azure-application-gateway-and-nginx-on-vm:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A detailed comparison between leveraging a fully managed service (Azure
    Application Gateway) and hosting customized Nginx reverse proxies on virtual machines.
    It weighs factors such as administrative overhead, feature sets, security compliance,
    auto-scaling capabilities, and overall total cost of ownership (TCO). This serves
    as a vital tool for technical leads choosing a production-grade ingress layer.
  language: N/A
  resource_type: Comparative Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Networking & Edge Routing
  - Load Balancing Options
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'acethecloud.com: Which is better Azure App Gateway or Nginx configured on
    Azure VMs'
  addition_method: manual
  v2_locations:
  - azure.md
https://acg-notice.pluralsight.com:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An evolutionary study evaluating the long-term design patterns of serverless
    architectures. Compares legacy VM deployments with transient, stateless event
    handlers to optimize computational costs.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Platforms
  - Serverless Architecture
  - Concepts
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'Serverless: The Future of Software Architecture?'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
? https://acloud.guru/forums/aws-certified-advanced-networking-specialty/discussion/-LELSWplsuDI8q8_KtjN/What%20is%20the%20best%20way%20to%20generate%20a%20visual%20diagram%20of%20the%20AWS%20environment%20which%20includes%20VPC,%20VPN,%20EC2,%20and%20AMIs%3F
: addition_method: manual
  content_hash: 46942cf4f1ddba68705814401a1a4c151c7780997ef43751d80c2f0c15a34f4e
  description: ''
  health_score: 100.0
  last_checked: 1779034505.348568
  stars: 0
  title: What is the best way to generate a visual diagram of the AWS environment
    which includes VPC, VPN, EC2, and AMIs?
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://acloudguru.com:
  addition_method: manual
  content_hash: f3f8528ee9dab2c92dc2ac03619beb06728222781c2cb464397347643f26b664
  description: ''
  health_score: 100.0
  last_checked: 1779029985.623898
  stars: 0
  status: online
  title: acloudguru.com
  v1_locations:
  - docs/aws-training.md
  year: N/A
https://acloudguru.com/blog/business/public-cloud-vs-private-cloud-whats-the-difference:
  addition_method: manual
  content_hash: fc7b048309b4cba36208863ddc6e95009173a36f44db76c10f5a8e4bf33c098d
  description: ''
  health_score: 100.0
  last_checked: 1779031713.113915
  stars: 0
  status: online
  title: "acloudguru.com: Public cloud vs private cloud: What’s the difference? \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
https://acloudguru.com/blog/business/sharing-data-in-the-cloud-four-patterns-everyone-should-know:
  addition_method: manual
  content_hash: 862d6fab96d4250b312be4846db1c4d39fc6c9eccfcb243cba4361ba7ab2f24a
  description: ''
  health_score: 100.0
  last_checked: 1779033385.381991
  stars: 0
  status: online
  title: 'acloudguru.com: Sharing data in the cloud: 4 patterns you should know'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://acloudguru.com/blog/business/what-is-lift-and-shift-cloud-migration:
  addition_method: manual
  content_hash: ef6f6dc93bc260b8acceda373fa3cee11ee9df788ee3c916462f91a858b7a870
  description: ''
  health_score: 100.0
  last_checked: 1779032091.878255
  stars: 0
  status: online
  title: 'acloudguru.com: What is lift and shift cloud migration?'
  v1_locations:
  - docs/faq.md
  year: N/A
https://acloudguru.com/blog/engineering/10-docker-security-best-practices-to-cut-container-chaos:
  addition_method: manual
  content_hash: f3f8528ee9dab2c92dc2ac03619beb06728222781c2cb464397347643f26b664
  description: ''
  health_score: 100.0
  last_checked: 1779031329.427842
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'acloudguru.com: 10 Docker Security Best Practices to Cut Container Chaos'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering acloudguru.com:
    10 Docker Security Best Practices to Cut Container Chaos in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://acloudguru.com/blog/engineering/10-fun-hands-on-projects-to-learn-aws:
  addition_method: manual
  content_hash: 27a352a1e4862eb7156365c66b5c320bd5f6ba2b6d81e6dca000f4acbcc668c5
  description: ''
  health_score: 100.0
  last_checked: 1779034450.939962
  stars: 0
  status: online
  title: 'acloudguru.com: 10 fun hands-on projects to learn AWS'
  v1_locations:
  - docs/aws-training.md
  year: N/A
https://acloudguru.com/blog/engineering/12-aws-config-rules-that-every-account-should-have:
  addition_method: manual
  content_hash: 140406cdbbe155f964671086f27b9626f59003c48b272def521d3ea954efe7d1
  description: ''
  health_score: 100.0
  last_checked: 1779029365.268351
  stars: 0
  status: online
  title: 'acloudguru.com: 12 AWS Config rules that every account should have'
  v1_locations:
  - docs/aws.md
  year: N/A
https://acloudguru.com/blog/engineering/3-ways-to-practice-migrating-workloads-to-the-cloud:
  addition_method: manual
  content_hash: 83e76806eeebac4423daee8782cd1a3b35f1413b44941e0c129f513a22bd78f6
  description: ''
  health_score: 100.0
  last_checked: 1779031327.973881
  stars: 0
  status: online
  title: '==acloudguru.com: 3 ways to practice migrating workloads to the cloud=='
  v1_locations:
  - docs/introduction.md
  year: N/A
https://acloudguru.com/blog/engineering/5-reasons-to-not-move-to-devops:
  addition_method: manual
  content_hash: 7cdc97e0c1e1d5ef3fe3637aacc0703b2277c944568f45bac6e87b0092d5d4af
  description: ''
  health_score: 100.0
  last_checked: 1779029805.574979
  stars: 0
  status: online
  title: "acloudguru.com: 5 Reasons to NOT Move to DevOps \U0001F31F"
  v1_locations:
  - docs/devops.md
  year: N/A
https://acloudguru.com/blog/engineering/5-things-we-love-about-terraform:
  addition_method: manual
  content_hash: a79aac882671275813c4f9c0feb576e8ed006b41191e760674017712a1269b6e
  description: ''
  health_score: 100.0
  last_checked: 1779032220.258024
  stars: 0
  status: online
  title: 'acloudguru.com: 5 things we love about Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://acloudguru.com/blog/engineering/adopting-gitops-for-kubernetes-on-aws:
  addition_method: manual
  content_hash: 21b3cd4937dd5275a4047ffe86f0b93fbb7ff5903abad0bb89dc296455a44323
  health_score: 100.0
  last_checked: 1779030727.526301
  status: online
  v1_locations:
  - docs/flux.md
https://acloudguru.com/blog/engineering/aks-vs-eks-vs-gke-managed-kubernetes-services-compared:
  addition_method: manual
  content_hash: e2209ec320eb05805f159821819ade1d204c73d1c65a8559891515448d43222f
  description: ''
  health_score: 100.0
  last_checked: 1779033504.118778
  stars: 0
  status: online
  title: 'acloudguru.com: AKS vs EKS vs GKE: Managed Kubernetes services compared'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://acloudguru.com/blog/engineering/ansible-vs-puppet-which-is-right-for-you:
  addition_method: manual
  content_hash: a15f14232a7ede96f843ed41e98ab6fe6984c28c1143e8c61f32d9baccbb1cdf
  description: ''
  health_score: 100.0
  last_checked: 1779032104.234957
  stars: 0
  status: online
  title: 'acloudguru.com: Ansible vs Puppet: Which is right for you?'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://acloudguru.com/blog/engineering/aws-adds-to-the-no-code-pile-is-it-the-end-of-the-engineer:
  addition_method: manual
  content_hash: 87665ff2a5db835a4fd479921993a6ee2f0c32350c9e74a42271fc1a604145f2
  description: ''
  health_score: 100.0
  last_checked: 1779032463.007008
  stars: 0
  status: online
  title: 'acloudguru.com: AWS adds to the no-code pile: Is it the end of the engineer?'
  v1_locations:
  - docs/lowcode-nocode.md
  year: N/A
https://acloudguru.com/blog/engineering/azure-devops-vs-github-comparing-microsofts-devops-twins:
  addition_method: manual
  content_hash: 5097032b1c09441292b441ca1ff9e8a43f4dc8bb74ef2dea9a8c6fbbcb4a7638
  description: ''
  health_score: 100.0
  last_checked: 1779030742.567161
  stars: 0
  status: online
  title: "==acloudguru.com: Azure DevOps vs GitHub: Comparing Microsoft’s DevOps Tools=='
    \U0001F31F"
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://acloudguru.com/blog/engineering/blockchain-cloud-comparison-what-is-blockchain-as-a-service-baas:
  addition_method: manual
  content_hash: 96c88eb3bdb51f9e19047e2d4344d92f9d37db408bb2295618b3216af4905f32
  description: ''
  health_score: 100.0
  last_checked: 1779033862.690005
  stars: 0
  status: online
  title: 'acloudguru.com: Blockchain cloud comparison: What is blockchain-as-a-service''
    (BaaS)?'
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://acloudguru.com/blog/engineering/cloud-apps-secure-by-design:
  addition_method: manual
  content_hash: c4aa868708e8a7e7e006a2cf11d5730e6a046c20169afb8958257922799394e4
  description: ''
  health_score: 100.0
  last_checked: 1779031389.54445
  stars: 0
  status: online
  title: 'acloudguru.com: Cloud security risks: Why you should make apps Secure by''
    Design'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://acloudguru.com/blog/engineering/cloud-developer-tooling-compared-aws-vs-azure-vs-gcp:
  addition_method: manual
  content_hash: d6eafe17e286f0c45c53ba87a2ee9a429d556119b3a137fb1cb1174679315eae
  description: ''
  health_score: 100.0
  last_checked: 1779034296.178306
  stars: 0
  status: online
  title: 'acloudguru.com: Cloud developer tooling compared: AWS vs. Azure vs. GCP'
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://acloudguru.com/blog/engineering/cloud-security-comparison-aws-vs-azure-vs-gcp:
  addition_method: manual
  content_hash: 5416c72941bb661095b0b7de9e487dbdc365f9a320d8f8ea45c8f6affc14dd86
  description: ''
  health_score: 100.0
  last_checked: 1779033213.557892
  stars: 0
  status: online
  title: '==acloudguru.com: Cloud security comparison: AWS vs. Azure vs. GCP=='
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://acloudguru.com/blog/engineering/containers-vs-serverless-which-is-right-for-you:
  addition_method: manual
  content_hash: a1c174e123f17d92ed766c42eb834773af907721c321f465a0bbcd95dc1247c1
  description: ''
  health_score: 100.0
  last_checked: 1779033118.609419
  stars: 0
  status: online
  title: 'acloudguru.com: Containers vs serverless: Which is right for you?'
  v1_locations:
  - docs/serverless.md
  year: N/A
https://acloudguru.com/blog/engineering/docker-copy-vs-add-whats-the-difference:
  addition_method: manual
  content_hash: dd7875c6b06c3055701a0213b04fc50d7674302ed4c89738b6392873864ab0e5
  description: ''
  health_score: 100.0
  last_checked: 1779033477.37386
  stars: 0
  status: online
  title: 'acloudguru.com: Docker COPY vs ADD: What’s the difference?'
  v1_locations:
  - docs/docker.md
  year: N/A
https://acloudguru.com/blog/engineering/getting-started-with-the-elastic-stack:
  addition_method: manual
  content_hash: d789b8875d9365f03e1aba9f96df7890533dd8063902d8758b34559a44301fc1
  description: ''
  health_score: 100.0
  last_checked: 1779029640.993441
  stars: 0
  status: online
  title: 'acloudguru.com: Getting started with the Elastic Stack'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://acloudguru.com/blog/engineering/gke-ludicrous-speed-gke-image-streaming-speeds-up-container-starts:
  addition_method: manual
  content_hash: 5b5a945b1ad80eb6304a8c4a8707d6852262d69ab409a8fe71eac22f70aeba5c
  description: ''
  health_score: 100.0
  last_checked: 1779029138.631709
  stars: 0
  status: online
  title: 'acloudguru.com: GKE ludicrous speed! GKE Image Streaming speeds up container''
    starts'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://acloudguru.com/blog/engineering/how-to-audit-and-secure-an-aws-account:
  addition_method: manual
  content_hash: 1d2304d876c2a8c0e2497b75544bd439ef7b90c33e47699b3c672c19d4fb090a
  description: ''
  health_score: 100.0
  last_checked: 1779033400.915166
  stars: 0
  status: online
  title: 'acloudguru.com: How to audit and secure an AWS account'
  v1_locations:
  - docs/aws-security.md
  year: N/A
https://acloudguru.com/blog/engineering/how-to-troubleshoot-5-common-terraform-errors:
  addition_method: manual
  content_hash: 6293691c6d95f53c8d864ff3fe408f2226c29e2179606b3a532e5e9516524fd0
  description: ''
  health_score: 100.0
  last_checked: 1779032643.398077
  stars: 0
  status: online
  title: '==acloudguru.com: How to troubleshoot 5 common Terraform errors=='
  v1_locations:
  - docs/terraform.md
  year: N/A
https://acloudguru.com/blog/engineering/how-to-use-github-actions-to-automate-terraform:
  addition_method: manual
  content_hash: a2e847d105a84ffb8a9918c6c4ab959c0bef7166a24e1341904abff1629e9958
  description: ''
  health_score: 100.0
  last_checked: 1779029460.088196
  stars: 0
  status: online
  title: '==acloudguru.com: How to use GitHub Actions to automate Terraform=='
  v1_locations:
  - docs/terraform.md
  year: N/A
https://acloudguru.com/blog/engineering/how-to-use-terraform-inputs-and-outputs:
  addition_method: manual
  content_hash: d89777bcef3c290838ce4de49a28e0f525e0b5dcdeab353e7ebb5cf7af07bc5f
  description: ''
  health_score: 100.0
  last_checked: 1779031474.452583
  stars: 0
  status: online
  title: 'acloudguru.com: How to use Terraform outputs and inputs'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://acloudguru.com/blog/engineering/one-shell-to-rule-them-all-5-reasons-to-use-powershell-for-cloud-management:
  addition_method: manual
  content_hash: 3c8c53316d2bb59aaeddd28cc38d9e3a6dba83e63355c154a2e6575c44b5c42d
  description: ''
  health_score: 100.0
  last_checked: 1779029610.062788
  stars: 0
  status: online
  title: '==acloudguru.com: The Beginner’s Guide to Azure PowerShell: One Shell to''
    Rule Them All=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://acloudguru.com/blog/engineering/s3-glacier-instant-retrieval-deep-dive-which-s3-storage-class-is-right-for-me:
  addition_method: manual
  content_hash: f1e20076dafcb17e273404d97a6fd77a2e29af947eaad30e85ae17c8c9193da1
  description: ''
  health_score: 100.0
  last_checked: 1779032574.963478
  stars: 0
  status: online
  title: '==acloudguru.com: S3 Glacier Instant Retrieval deep dive: Which S3 Storage''
    Class is right for me?=='
  v1_locations:
  - docs/aws-storage.md
  year: N/A
https://acloudguru.com/blog/engineering/securing-your-multi-cloud-terraform-pipelines-with-policy-as-code:
  addition_method: manual
  content_hash: aa82ce67b1b1b8feb039b0d50d96c8c7d682089ee68a17dc15215142ff019fea
  description: ''
  health_score: 100.0
  last_checked: 1779034233.175092
  stars: 0
  status: online
  title: 'acloudguru.com: Securing your multi-cloud Terraform pipelines with policy-as-code'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://acloudguru.com/blog/engineering/storage-showdown-aws-vs-azure-vs-gcp-cloud-comparison:
  addition_method: manual
  content_hash: fb715c2e654ad29aceec3596e8213b1855a4205e6312aaca09891391253c27d4
  description: ''
  health_score: 100.0
  last_checked: 1779033575.95678
  stars: 0
  status: online
  title: 'acloudguru.com: Storage services compared: AWS vs Azure vs GCP'
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://acloudguru.com/blog/engineering/the-cloud-dictionary-of-pain-five-of-awss-toughest-cloud-topics:
  addition_method: manual
  content_hash: 3126ff3b1ca4f43ee36710b006b04e06343ea82241920cfb825914ecd6f64437
  description: ''
  health_score: 100.0
  last_checked: 1779029160.094527
  stars: 0
  status: online
  title: 'acloudguru.com: The Cloud Dictionary of Pain: Five Of AWS’s Toughest Cloud''
    Topics'
  v1_locations:
  - docs/aws.md
  year: N/A
https://acloudguru.com/blog/engineering/the-top-cloud-diagramming-tools-ranked:
  addition_method: manual
  content_hash: b3da3c03f5aa06f5622c4f4ce5b70fd70cd5051182676e90c8488a683c4564a5
  description: ''
  health_score: 100.0
  last_checked: 1779030462.630674
  stars: 0
  status: online
  title: 'acloudguru.com: The top cloud diagramming tools, ranked'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://acloudguru.com/blog/engineering/the-ultimate-terraform-cheatsheet:
  addition_method: manual
  content_hash: c33936ef9feadb9b6d50e9691528355414849f7ee99b0216d6f2c528625384b4
  description: ''
  health_score: 100.0
  last_checked: 1779029679.30441
  stars: 0
  status: online
  title: 'acloudguru.com: The Ultimate Terraform Cheatsheet'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://acloudguru.com/blog/engineering/twelve-factor-apps-in-kubernetes:
  addition_method: manual
  content_hash: ade09eaee44e659352bef46587a0e3cbf741daf6f75b6b353c23edff2fda5207
  description: ''
  health_score: 100.0
  last_checked: 1779033770.931799
  stars: 0
  status: online
  title: 'acloudguru.com: Twelve-Factor Apps in Kubernetes'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://acloudguru.com/blog/engineering/what-does-the-terraform-1-0-release-mean-for-you:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the watershed release of Terraform 1.0. This release established
    long-term API stability, backward compatibility guarantees, and highly optimized
    upgrade lifecycles, cementing its status as an enterprise-grade staple.
  language: English
  resource_type: Release Breakdown
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Major Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: What does the Terraform 1.0 release mean for you?'
  addition_method: manual
  v2_locations:
  - terraform.md
https://acloudguru.com/blog/engineering/whats-new-with-kubernetes-1-22:
  addition_method: manual
  content_hash: 42f23b60afd481f48069a07587c5aac5e15cb227ad674efcef2993c4af2cde8c
  description: ''
  health_score: 100.0
  last_checked: 1779030730.623685
  stars: 0
  status: online
  title: 'acloudguru.com: What’s new with Kubernetes 1.22?'
  v1_locations:
  - docs/kubernetes-releases.md
  year: N/A
https://acloudguru.com/blog/engineering/which-kubernetes-distribution-is-right-for-you:
  addition_method: manual
  content_hash: d33b3396d1818b6d6e13c21fbe33a3cb2c47d1b19e7ae61429ec15e614c76d3f
  description: ''
  health_score: 100.0
  last_checked: 1779034265.483309
  stars: 0
  status: online
  title: 'acloudguru.com: Which Kubernetes distribution is right for you?'
  v1_locations:
  - docs/kubernetes-on-premise.md
  year: N/A
https://acloudguru.com/blog/engineering/why-learn-multiple-cloud-platforms:
  addition_method: manual
  content_hash: beea31d145f37057a45d489f57f6c2969bd1600fde90b8e0f8ad886d77f8cebf
  description: ''
  health_score: 100.0
  last_checked: 1779029466.690544
  stars: 0
  status: online
  title: 'acloudguru.com: Multicloud Fluency: 6 reasons you should learn multiple''
    clouds'
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://activemq.apache.org:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The main technical reference for Apache ActiveMQ, a classic multi-protocol
    message broker. It supports standard messaging protocols such as AMQP, MQTT, and
    OpenWire, making it a reliable choice for enterprise JMS applications.
  language: Java
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Message Brokers
  - ActiveMQ
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Apache ActiveMQ
  addition_method: manual
  v2_locations:
  - message-queue.md
https://activemq.apache.org/components/artemis:
  addition_method: manual
  content_hash: 55fac5191b3e514b7de557a3634983e3598d621b1f35d95abe7a4c91b3be0252
  description: ''
  health_score: 100.0
  last_checked: 1779033429.051115
  stars: 0
  status: online
  title: ActiveMQ Artemis
  v1_locations:
  - docs/message-queue.md
  - docs/prometheus.md
  year: N/A
https://activemq.apache.org/components/artemis/documentation/latest/management-console.html:
  addition_method: manual
  content_hash: a4ed3ba5b31f60560eceef5ab717dd18f0e4e03b119d6803b3cf33f0f2509cde
  description: ''
  health_score: 100.0
  last_checked: 1779034045.59039
  stars: 0
  title: Apache ActiveMQ Artemis Management Console
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://activemq.apache.org/components/artemis/documentation/latest/metrics.html:
  addition_method: manual
  content_hash: 1692704a3e1ad6b9a0cafe0157dcf365472d7f6cbdd34144bea4e8a8028129b1
  health_score: 100.0
  last_checked: 1779030720.934182
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
  - docs/prometheus.md
https://activemq.apache.org/components/artemis/documentation/latest/using-server.html:
  addition_method: manual
  content_hash: 93165c9c7422bbf5af7b826de3739a2b7cd200bb3bbadfb9a79d2b4b5c49e5bd
  description: ''
  health_score: 100.0
  last_checked: 1779031620.27358
  stars: 0
  status: online
  title: Apache ActiveMQ Artemis Using the Server
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://activemq.apache.org/components/classic:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Reference page for the classic Apache ActiveMQ 5.x architecture. While
    stable and widely deployed across global enterprises, it is gradually being superseded
    by the non-blocking ActiveMQ Artemis engine.
  language: Java
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Message Brokers
  - ActiveMQ
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ActiveMQ 5.x "classic"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://activemq.apache.org/components/classic/documentation:
  description: "- [grafana.com/grafana/dashboards/10702](https://grafana.com/grafana/dashboards/10702-activemq)\n
    \   - [github.com/influxdata/telegraf/tree/master/plugins/inputs/activemq](https://github.com/influxdata/telegraf/tree/master/plugins/inputs/activemq)\n
    \   - [docs.wavefront.com/activemq.html](https://docs.wavefront.com/activemq.html)"
  year: '2026'
  stars: 0
  ai_summary: Official operational guidelines for ActiveMQ Classic. Walks developers
    through configuring JMX performance statistics, thread monitoring, and telemetry
    collection with tools like Telegraf.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Middleware
  - Messaging Orchestration
  - ActiveMQ Classic
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: activemq.apache.org/components/classic/documentation
  addition_method: manual
  v2_locations:
  - prometheus.md
https://acuityscheduling.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: SaaS scheduling platform owned by Squarespace, designed for services
    industries. Features robust intake-form handling, integrated payment processing,
    and automated reminder sequences.
  language: JavaScript
  resource_type: SaaS
  complexity: Beginner
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Commercial Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Acuity Scheduling
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://adam-kotwasinski.medium.com/kafka-mesh-filter-in-envoy-a70b3aefcdef:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032236.046539
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'adam-kotwasinski.medium.com: Kafka mesh filter in Envoy'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering adam-kotwasinski.medium.com:
    Kafka mesh filter in Envoy in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://adambien.blog/roller/abien/entry/kafka_jax_rs_microprofile_json:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An edition of Adam Bien's 'airhacks.tv' Q&A series focusing on modern
    enterprise Java backend architectures. Key engineering discussions cover reactive
    Kafka messaging integration using MicroProfile, JAX-RS REST endpoint implementations,
    and a comparison of JSON serialization libraries (JSON-B vs GSON).
  language: Java
  resource_type: Q&A Video Transcript
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Backend Development
  - Java Enterprise
  - MicroProfile
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'adambien.blog - 75th **airhacks.tv** Questions and Answers: Kafka, JAX-RS,
    MicroProfile, JSON-B, GSON, JWT, VSC, NetBeans, Java Fullstack'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://adamrushuk.github.io/increasing-the-volumeclaimtemplates-disk-size-in-a-statefulset-on-aks:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Addresses technical hurdles and step-by-step procedures when attempting
    to live-resize Persistent Volumes linked to stateful applications orchestrated
    via StatefulSets inside AKS.
  language: N/A
  resource_type: Troubleshooting Guide
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Storage
  - StatefulSet Volume Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'adamrushuk.github.io: Increasing the volumeClaimTemplates Disk Size in a
    Statefulset on AKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://adamtheautomator.com/ansible-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical tutorial focusing on deploying applications inside Kubernetes
    utilizing the `k8s` Ansible module. It highlights authentication patterns, namespace
    orchestration, and managing deployments or services using declarative syntax.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Object Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'adamtheautomator.com: How to Use the Ansible Kubernetes Module'
  addition_method: manual
  v2_locations:
  - ansible.md
https://adamtheautomator.com/aws-codedeploy:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Walkthrough outlining primary configuration steps, appspec.yml lifecycle
    hook schemas, and target group integrations inside the AWS CodeDeploy ecosystem.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Provisioning
  - CI/CD Integration
  - AWS CodeDeploy
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'adamtheautomator.com: Getting Started with AWS CodeDeploy'
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://adamtheautomator.com/azure-kubernetes-service:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive onboarding guide teaching foundational skills for deploying
    and managing an AKS cluster. Covers cluster creation, node pool verification,
    and basic CLI interactions. Designed to minimize onboarding friction for junior
    operators.
  language: Bash
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Strategic Strategy
  - Enterprise Architecture
  - First Steps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'adamtheautomator.com: Getting Started with the Azure Kubernetes Service
    (AKS)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://adamtheautomator.com/github-actions-environment-variables:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Walkthrough tracing steps to declare environment variables, configure
    repository variables, and securely reference encrypted secrets inside continuous
    workflow files.
  language: YAML
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Integration
  - GitHub Actions
  - Secrets Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'adamtheautomator.com: How to Manage GitHub Actions Environment Variables
    and Secrets'
  addition_method: manual
  v2_locations:
  - git.md
https://adamtheautomator.com/kubernetes-dashboard:
  addition_method: manual
  content_hash: 759e6360b07f1b4e49bc1ef91f46121e616781f2ebc220f3afb5265c2b8116c4
  health_score: 100.0
  last_checked: 1779031623.262605
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-based-devel.md
https://adamtheautomator.com/kubernetes-pvc:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step hands-on tutorial guiding users through configuring PersistentVolumeClaims
    (PVCs). It provides clear configuration patterns for provisioning, testing, and
    verifying that backend storage resources bind correctly.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes Storage Implementation
  - Persistent Volumes & Provisioners
  - PV/PVC Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "adamtheautomator.com: Effortless Storage Management With Kubernetes PVC
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://adamtheautomator.com/kubespray:
  description: "- Manually deploying Kubernetes can be challenging for administrators,
    especially on bare-metal infrastructure deployment. Luckily, there is an automation
    tool for deploying production-ready Kubernetes called Kubespray.\n    - Kubespray
    is an Ansible Playbook for deploying Kubernetes Cluster and provides a High Availability
    cluster, composable attributes, components, and supports multiple Linux distributions.
    Kubespray also supports cloud services like AWS, GCE, and Azure."
  year: '2021'
  stars: 0
  ai_summary: A practical troubleshooting handbook detailing how to configure Ansible
    inventories, override default deployment parameters, and run Kubespray deployment
    playbooks successfully against physical or virtual hosts.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Ansible
  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'adamtheautomator.com/kubespray: Conquer Kubernetes Clusters with Ansible
    Kubespray'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://adamtheautomator.com/minikube-tutorial:
  addition_method: manual
  content_hash: f5192faa4fa7c45c8c7e31dac82542eae77e065500fdf59fce084837c50cab09
  description: ''
  health_score: 100.0
  last_checked: 1779032547.474221
  needs_ai_refresh: true
  stars: 0
  title: '==adamtheautomator.com: Jumpstart Kubernetes Locally with this MiniKube''
    Tutorial=='
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://adamtheautomator.com/mongodb-kubernetes:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Step-by-step tutorial for deploying MongoDB to Kubernetes clusters.
    Addresses StatefulSet configuration, persistent volume claim (PVC) templates,
    and replica-set discovery mechanisms.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - MongoDB Ecosystem
  - Kubernetes Operators
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "adamtheautomator.com: How To Perform a MongoDB Kubernetes Installation \U0001F31F"
  addition_method: manual
  v2_locations:
  - nosql.md
https://adamtheautomator.com/postgres-to-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A thorough guide outlining persistent database deployments inside Kubernetes.
    Details creation patterns for StorageClasses, PersistentVolumeClaims, StatefulSets,
    and Services to support scalable and resilient Postgres engines.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Databases
  - PostgreSQL
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "adamtheautomator.com: How to Deploy Postgres to Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - databases.md
https://adamtheautomator.com/prometheus-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive technical walkthrough on manual and Helm-based deployments
    of Prometheus and Grafana. Details how to import community dashboards, configure
    custom scraping target paths, and orchestrate baseline alerts to streamline daily
    cluster operations.
  language: None
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Practical Diagnostics
  - Cluster Monitoring
  - Visual Dashboarding
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "adamtheautomator.com: Utilizing Grafana & Prometheus Kubernetes Cluster
    Monitoring \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://adamtheautomator.com/terraform-and-aws-rds:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive operational blueprint for deploying managed relational
    databases on AWS RDS via Terraform. Demonstrates critical database reliability
    configurations, security groups, database subnet groups, and encrypted secret
    management parameters.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - AWS RDS Databases
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'adamtheautomator.com: How To Build a Database Instance with Terraform and
    AWS RDS'
  addition_method: manual
  v2_locations:
  - demos.md
https://adamtheautomator.com/terraform-aws-rds:
  addition_method: manual
  content_hash: 99d25322715a589428b30890f710dbfb45f570189d4c135bb395c19ba982c627
  description: ''
  health_score: 100.0
  last_checked: 1779029573.581086
  stars: 0
  status: online
  title: 'adamtheautomator.com: How To Build a Database Instance with Terraform and''
    AWS RDS'
  v1_locations:
  - docs/demos.md
  year: N/A
https://adamtheautomator.com/terraform-azure-devops:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A detailed technical guide on building CI/CD deployment pipelines inside
    Azure DevOps. Covers agent security, secure token management, state validation,
    and running automated Terraform configurations.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Azure
  - CI/CD
  - DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "adamtheautomator.com: How to Build Infrastructure with Terraform in Azure
    DevOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://addozhang.medium.com/non-intrusive-inject-opentelemetry-auto-instrumentation-in-kubernetes-a9dfd49fc714:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032834.800065
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'addozhang.medium.com: Non-intrusive Inject OpenTelemetry Auto-Instrumentation''
    in Kubernetes'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering addozhang.medium.com:
    Non-intrusive Inject OpenTelemetry Auto-Instrumentation'' in Kubernetes in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://addwebsolution.com/blog/how-kubernetes-helps-businesses-manage-their-it-infrastructure:
  addition_method: manual
  content_hash: 73982d11e419478099611f532b9c4cb017dc46b94debd633ccf6d03f67f093d1
  description: ''
  health_score: 100.0
  last_checked: 1779034266.865841
  stars: 0
  status: online
  title: 'addwebsolution.com: How Kubernetes helps businesses manage their IT infrastructure?'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://adequatica.medium.com/principles-of-writing-automated-tests-a2b72218264c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030986.100363
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'adequatica.medium.com: Principles of Writing Automated Tests'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering adequatica.medium.com:
    Principles of Writing Automated Tests in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://adevait.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An exclusive network of vetted tech leaders and developers aimed at
    building distributed engineering units. The platform supports gender diversity
    initiatives in technology and offers strategic remote advisory services. Live
    grounding establishes its strength in supplying talent to scaling digital enterprises.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Talent Platforms
  - Bespoke Engineering Teams
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: adeva
  addition_method: manual
  v2_locations:
  - freelancing.md
https://adevait.com/software/creating-branching-strategy:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to establish light, highly collaborative branching structures
    tailored for small, fast-moving agile development teams. Evaluates feature branching,
    hotfix workflows, and automated PR review loops to maintain speed and safety.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Development Models
  - Branching Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'adevait.com: Creating a Branching Strategy for Small Teams'
  addition_method: manual
  v2_locations:
  - git.md
https://adicode.ml/python-libraries-for-webdevelopment:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034479.469084
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'adicode.ml: Take your web development to next level with these python libraries'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering adicode.ml:
    Take your web development to next level with these python libraries in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://adictosaltrabajo.com/2016/02/03/como-reducir-el-codigo-repetitivo-con-lombok:
  description: ''
  addition_method: manual
  content_hash: 018b41d4f0ba1f477d73996c5c27edc0e015789364e59d91d097b9193e78e006
  health_score: 100.0
  last_checked: 1779130494.979375
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2016'
  stars: 0
  ai_summary: An informative tutorial detailing how Project Lombok reduces boilerplate
    Java code by auto-generating getters, setters, constructors, and builders at compile-time.
    Serves as an essential productivity baseline for developing lightweight domain
    models.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Ecosystem
  - Code Quality
  is_microservice: false
  title: 'adictosaltrabajo.com: Cómo reducir el código repetitivo con Lombok'
https://adictosaltrabajo.com/2016/10/26/monitorizacion-y-analisis-de-rendimiento-de-aplicaciones-con-dynatrace:
  description: ''
  addition_method: manual
  content_hash: fcc1c91ce5a7c18e6190dad2de5aa87b5f088d4bab55cc7567f6ce52f929bdb3
  health_score: 100.0
  last_checked: 1779130494.9638
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2016'
  stars: 0
  ai_summary: Spanish technical walk-through demonstrating Dynatrace's enterprise
    APM dashboard, automated instrumentation, baseline-driven anomaly detection, and
    deep transactional flow analysis across traditional and microservices runtimes.
  language: es
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Observability
  - APM & Logging
  - Dynatrace APM
  is_microservice: true
  title: 'adictosaltrabajo.com: Monitorización y análisis de rendimiento de aplicaciones
    con Dynatrace APM'
https://adictosaltrabajo.com/2018/12/13/spring-boot-war-o-jar-ambos:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Analyzes the trade-offs of packaging Spring Boot applications as standard
    executable JARs versus traditional deployable WAR files. While cloud-native architectures
    heavily dictate self-contained executable JARs, it shows how to build dual-compatible
    artifacts for application server environments.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Spring Ecosystem
  - Packaging
  - Deployment Formats
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Spring Boot: ¿war o jar? Ambos'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://adictosaltrabajo.com/2020/12/22/como-crear-y-desplegar-microservicios-con-spring-boot-spring-cloud-netflix-y-docker:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Deep-dive tutorial on building and orchestrating microservices in the
    Java ecosystem. Integrates Spring Boot applications with Spring Cloud Netflix
    (Eureka, Zuul) and packages them into containerized environments with custom Docker
    Compose manifests.
  language: Spanish
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Application Architecture
  - Microservices
  - Java Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'adictosaltrabajo.com: Cómo crear y desplegar microservicios con Spring Boot,
    Spring Cloud Netflix y Docker'
  addition_method: manual
  v2_locations:
  - docker.md
https://adil.medium.com/network-traffic-shaping-in-kubernetes-topology-aware-routing-e4ea4a03dd20:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032552.076358
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'adil.medium.com: Network Traffic Shaping in Kubernetes: Topology Aware Routing'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering adil.medium.com:
    Network Traffic Shaping in Kubernetes: Topology Aware Routing in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aditya-sunjava.medium.com/externalizing-configurations-in-kubernetes-using-configmap-and-secret-bfda0970d8ae:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029710.100132
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aditya-sunjava.medium.com: Externalizing Configurations in Kubernetes Using''
    ConfigMap and Secret'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aditya-sunjava.medium.com:
    Externalizing Configurations in Kubernetes Using'' ConfigMap and Secret in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://admiralty.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official platform of Admiralty, an advanced multi-cluster proxy scheduler
    designed to programmatically dispatch workloads across physical, virtual, or serverless
    Kubernetes namespaces.
  language: Go
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Multi-Cluster & Edge
  - Cluster Federation
  - Admiralty
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: admiralty.io
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://admiralty.io/docs/tutorials/fargate:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Granular implementation tutorial for deploying Admiralty proxy schedulers
    to configure cross-cluster communication channels that target serverless AWS Fargate
    environments in multi-region setups.
  language: Go
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Multi-Cluster & Edge
  - Cluster Federation
  - Serverless Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'admiralty.io: Multi-Region AWS Fargate on EKS'
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://adoptium.net:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Eclipse Adoptium (formerly AdoptOpenJDK) represents the premier community-driven,
    vendor-neutral distribution of TCK-certified OpenJDK runtimes. This site serves
    as the de-facto standard source of robust, free Java binaries for production cloud
    environments.
  language: Java
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Ecosystem
  - JDK Distribution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AdoptOpenJDk
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://adoptium.net/news/2021/08/using-jlink-in-dockerfiles:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guide to using the `jlink` utility inside multi-stage Docker builds
    instead of standard heavy JREs. Reduces target image sizes and limits the attack
    surface by bundling only the Java runtime modules required by the application.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Containers & Orchestration
  - Image Engineering
  - Java Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.adoptium.net: Using Jlink in Dockerfiles instead of a JRE'
  addition_method: manual
  v2_locations:
  - docker.md
https://adoptopenjdk.net:
  addition_method: manual
  content_hash: a9ab9d6d344fbf3a9c7f890c55af0095efe06dbe66c0c0f2b5b92a18f0fa8a98
  description: ''
  health_score: 100.0
  last_checked: 1779034090.411385
  stars: 0
  status: online
  title: AdoptOpenJDk
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-14:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analytical, categorized compendium listing language and JVM features
    introduced from JDK 8 to JDK 14. This resource highlights evolution in pattern
    matching, switch expressions, garbage collectors, and JFR (Java Flight Recorder)
    profiling utilities.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Java Language
  - Syntax and Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'advancedweb.hu: A categorized list of all Java and JVM features since JDK
    8 to 14'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-16:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A categorized review of all key Java and JVM improvements introduced
    between JDK 8 and JDK 16. The synthesis covers crucial updates such as Records,
    JEP 395, pattern matching, vector API, and the encapsulation of internal JDK APIs
    to enforce modern coding standards.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Java Language
  - Syntax and Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'advancedweb.hu: A categorized list of all Java and JVM features since JDK
    8 to 16'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://aesher9o1.medium.com/autoscale-large-images-faster-using-longhorn-distributed-storage-618d0cf01ba2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030809.056099
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aesher9o1.medium.com: Autoscale large images faster using Longhorn (distributed''
    storage)'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aesher9o1.medium.com:
    Autoscale large images faster using Longhorn (distributed'' storage) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://age-of-product.com/42-scrum-product-owner-interview-questions:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Comprehensive qualification questionnaire comprising 71 target scenarios
    to evaluate Agile Scrum Product Owners. Focuses on dynamic backlog refinement,
    metric tracking, and product value loop architectures.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Management
  - Agile
  - Scrum
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'age-of-product.com: Hiring: 71 Scrum Product Owner Interview Questions to
    Avoid Agile Imposters'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://age-of-product.com/scrum-2021:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A practical onboarding guide for newly appointed Scrum Masters and Product
    Owners. Outlines core responsibilities, meeting setups, and delivery tracking
    rules matching updated agile patterns.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Project Management
  - Agile Methodologies
  - Scrum Framework
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'age-of-product.com: Scrum 2021: Getting You Started as Scrum Master or Product
    Owner'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://agent.opsera.ai:
  addition_method: automatic
  ai_summary: The Opsera DevOps Agent is an AI-driven security and automation platform
    integrated directly into local developer IDEs via the Model Context Protocol (MCP).
    It automates high-depth security audits (SAST with Semgrep, secrets with Gitleaks,
    IaC with Trivy), architecture conformance checks, and evidence-based compliance
    scans. By shifting vulnerability remediation to the inner-loop, it reduces exploitable
    vulnerabilities by 70-85% and significantly accelerates release validation pipelines
    without increasing developer cognitive load.
  category: devsecops
  complexity: intermediate
  content_hash: 4636e3549d39bece64c20a68aad5a3c75611b5ff76f0742ab640ea378680712c
  description: An AI-powered DevSecOps automation platform and MCP server delivering
    real-time security scans, compliance validation, and architectural risk assessment.
  hierarchy:
  - DevOps
  - DevSecOps
  - AI Security Agents
  is_microservice: false
  language: en
  last_checked: 1780352828.641502
  reputation_status: Vetted
  reputation_summary: Vetted DevSecOps agent platform highly reviewed on G2 and AWS
    Marketplace for reducing vulnerability remediation lag.
  resource_type: tool
  social_preview_url: /favicon.png
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[EMERGING]'
  title: Opsera DevOps Agent
  year: '2026'
https://agilecheetah.com/why-so-many-developers-are-fed-up-with-agile-pt-3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030848.835761
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'agilecheetah.com: Why So Many Developers are Fed Up with Agile'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering agilecheetah.com:
    Why So Many Developers are Fed Up with Agile in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://agilemanifesto.org:
  addition_method: manual
  content_hash: 7bb70732934d889dd7fd9c6132545be1f9578cd611641bf5110ddeca028e291c
  health_score: 100.0
  last_checked: 1779031425.544854
  needs_ai_refresh: true
  v1_locations: []
https://agilemethodology.org:
  addition_method: manual
  content_hash: 4e45120206849343aa0a8d8b20de465b622d6a663125cc1da4e7c74b09dd3937
  health_score: 100.0
  last_checked: 1779032522.047201
  needs_ai_refresh: true
  v1_locations: []
https://agola.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A modern, container-first CI/CD platform designed to run natively on
    top of Kubernetes. Featuring a microservices-based architecture, Agola decouples
    execution from orchestration to facilitate dynamic pipeline scalability, secure
    execution via OpenID Connect (OIDC), and simplified distributed caching.
  language: Go
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Container-Native CI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Agola
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://ahmedy.hashnode.dev/creating-tls-certificates-for-k8s-components-with-openssl:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031381.557598
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ahmedy.hashnode.dev: Creating TLS Certificates for K8s components with OpenSSL'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ahmedy.hashnode.dev:
    Creating TLS Certificates for K8s components with OpenSSL in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ahmet.im/blog/building-container-images-in-go:
  addition_method: manual
  ai_summary: Curator Insight explores programmatically constructing container images
    inside Go applications without relying on a local Docker daemon. Live Grounding
    verifies that tools like Google's `go-containerregistry` allow direct manipulation
    of OCI image layers. This approach is highly relevant for building on-demand container
    builders or serverless runners.
  complexity: Advanced
  content_hash: f663eba462ccd00ac17ef0fea4ee3a66cb3be164c1cf14608a2aff5bdb8e1b85
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Containers
  - Image Building
  - Go Tools
  is_microservice: false
  language: English
  last_checked: 1779033844.915612
  needs_ai_refresh: true
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'ahmet.im: Building container images in Go'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://aidanfinn.com/?p=23582:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides a PowerShell script designed to dynamically query and document
    all Azure Private DNS zones within a subscription or tenant. Ideal for compliance
    audits, architectural reviews, and inventory collection.
  language: PowerShell
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Network & Delivery
  - DNS Resolution
  - Operational Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aidanfinn.com: Script – Document All Azure Private DNS Zones'
  addition_method: manual
  v2_locations:
  - azure.md
https://aigents.co/blog/coding-tutorial/data-structures-and-python:
  addition_method: manual
  content_hash: cc1e6e7b9d53f391acb808b0a3320265623a15ba4d766a9c57bef748fc45ebb3
  description: ''
  health_score: 100.0
  last_checked: 1779032540.405405
  stars: 0
  status: online
  title: "aigents.co: Data Structures and Python \U0001F31F"
  v1_locations:
  - docs/python.md
  year: N/A
https://aigents.co/blog/coding-tutorial/pro-python-tips-for-data-analysts:
  addition_method: manual
  content_hash: e3005da29d0f576376112103385ec91f698cb897b0ece83ef53aa58927af519b
  description: ''
  health_score: 100.0
  last_checked: 1779030653.690788
  stars: 0
  status: online
  title: 'aigents.co: Pro Python Tips for Data Analysts'
  v1_locations:
  - docs/python.md
  year: N/A
https://aigents.co/data-science-blog/coding-tutorial/data-structures-and-python:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Comprehensive overview of native Python data structures (lists, dicts,
    sets, tuples) contrasted against non-native structures like stacks, queues, and
    linked lists, evaluating algorithmic complexities ($O(n)$) of each operation.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "aigents.co: Data Structures and Python \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://aigents.co/data-science-blog/coding-tutorial/pro-python-tips-for-data-analysts:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: A practical collection of efficient Python routines
    designed specifically for optimization of data workloads.

    Live Grounding: Analyzes vectorization tricks, performance improvements during
    heavy pandas and numpy usage, and memory preservation tricks when manipulating
    complex analytical data structures.'
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Data Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aigents.co: Pro Python Tips for Data Analysts'
  addition_method: manual
  v2_locations:
  - python.md
https://aiml.com/quizzes/deep-learning-large-language-models-quiz-medium:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: A structured self-assessment covering core concepts of Transformer architectures,
    attention layers, tokenization mechanisms, and transfer learning fundamentals.
    Designed to benchmark engineering comprehension of large language model internal
    mechanics.
  language: None
  resource_type: Quiz
  complexity: Intermediate
  hierarchy:
  - Generative AI
  - LLM Ops
  - Self-Assessment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aiml.com: Large Language Models Quiz (Medium)'
  addition_method: manual
  v2_locations:
  - mlops.md
https://airflow.apache.org/docs/apache-airflow-providers-cncf-kubernetes/stable/operators.html:
  description: "- The KubernetesPodOperator allows you to create and run Pods on a
    Kubernetes cluster.\n    - The KubernetesPodOperator uses the Kubernetes API to
    launch a pod in a Kubernetes cluster. By supplying an image URL and a command
    with optional arguments, the operator uses the Kube Python Client to generate
    a Kubernetes API request that dynamically launches those individual pods.\n    -
    The KubernetesPodOperator enables task-level resource configuration and is optimal
    for custom Python dependencies that are not available through the public PyPI
    repository. It also allows users to supply a template YAML file using the pod_template_file
    parameter. Ultimately, it allows Airflow to act a job orchestrator - no matter
    the language those jobs are written in."
  year: '2026'
  stars: 5
  ai_summary: The KubernetesPodOperator allows Airflow tasks to execute dynamically
    inside isolated, single-use Kubernetes Pods. By isolating runtime dependencies,
    it lets developers execute pipeline tasks of any language or version without changing
    parent worker system environments.
  language: Python
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Workflows
  - Apache Airflow
  - Kubernetes Integration
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "airflow.apache.org: KubernetesPodOperator \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://airflow.apache.org/docs/apache-airflow/stable/howto/add-owner-links.html:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Explains how to add dynamic owner links inside Airflow's user interface
    to map custom DAGs back to responsible engineering teams, monitoring channels,
    or contact points. This is highly useful for organizing multi-tenant team systems.
  language: Python
  resource_type: Documentation
  complexity: Basic
  hierarchy:
  - Orchestration
  - Workflows
  - Apache Airflow
  - DAG Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'airflow.apache.org: Add Owner Links to DAG'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://airflow.apache.org/docs/helm-chart:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The official Helm chart for deploying Apache Airflow securely on Kubernetes.
    This package coordinates the complex interactions between scheduler, web server,
    worker nodes, and backend database deployments, offering extensive options for
    customizing pod parameters and cluster autoscaling.
  language: YAML
  resource_type: Helm Chart
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Workflows
  - Apache Airflow
  - Kubernetes Deployment
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Apache Airflow official helm chart \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
? https://aithority.com/it-and-devops/cloud/bacula-systems-announces-worlds-first-enterprise-class-backup-and-recovery-solution-for-red-hat-openshift
: description: ''
  year: '2020'
  stars: 3
  ai_summary: Highlights the integration of Bacula's backup engines within Red Hat
    OpenShift clusters. Offers direct bare-metal and hybrid-cloud state serialization
    and disaster recovery procedures compatible with traditional SANs.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Enterprise Backup
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aithority.com: Bacula Systems Announces World’s First Enterprise-Class Backup
    and Recovery Solution for Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://ajay-yadav.medium.com/internals-of-kubernetes-aff264063e91:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030086.649176
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ajay-yadav.medium.com: Internals of Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ajay-yadav.medium.com:
    Internals of Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://akhilsharma.work/checking-kubernetes-api-calls-using-kubectl:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029726.650196
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'akhilsharma.work: Checking Kubernetes API Calls using kubectl'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering akhilsharma.work:
    Checking Kubernetes API Calls using kubectl in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://akhilsharma.work/how-to-list-azure-rbac-roles-to-secure-aks-clusters:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034167.428869
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'akhilsharma.work: How to list Azure RBAC Roles to Secure AKS Clusters'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering akhilsharma.work:
    How to list Azure RBAC Roles to Secure AKS Clusters in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://akhilsharma.work/kubectl-get-resource-short-names:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031158.470197
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'akhilsharma.work: kubectl Get Resource - Short Names'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering akhilsharma.work:
    kubectl Get Resource - Short Names in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://akhilsharma.work/the-4cs-of-kubernetes-security:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032745.93528
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'akhilsharma.work: The 4C''s of Kubernetes Security'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering akhilsharma.work:
    The 4C''s of Kubernetes Security in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://akintola-lonlon.medium.com/aws-kubernetes-the-1-rule-you-need-to-master-before-going-to-production-628b75ba1b6a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029459.115437
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'akintola-lonlon.medium.com: AWS Kubernetes: The #1 Rule You Need To Master''
    Before Going To Production.'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering akintola-lonlon.medium.com:
    AWS Kubernetes: The #1 Rule You Need To Master'' Before Going To Production. in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://akka.io:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Lightbend presents the transition of traditional Java enterprise architectures
    to reactive, cloud-native frameworks (like Akka/Pekko). Evaluates high-concurrency
    patterns, asynchronous messaging, and horizontal scale-out benefits over synchronous
    architectures.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Modernization
  - Reactive Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "lightbend.com: From Java EE To Cloud Native: The End Of The Heavyweight
    Era \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://akomljen.com/kubernetes-backup-and-restore-with-velero:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A comprehensive configuration guide explaining how to deploy Velero,
    provision target S3 object storage adapters, and set up recurring scheduled backups
    for highly dynamic microservices.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Protection
  - Kubernetes Backup Operators
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "akomljen.com: Kubernetes Backup and Restore with Velero \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://akuity.io/blog/argo-cd-architectures-explained:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Evaluates different topology designs for ArgoCD deployments in large
    organizations. Details the trade-offs between a single centralized Hub-and-Spoke
    cluster controller versus multiple decentralized Argo instances scattered across
    target clusters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps
  - ArgoCD
  - Architecture Topologies
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'akuity.io: How many do you need? - Argo CD Architectures Explained'
  addition_method: manual
  v2_locations:
  - argo.md
https://akv2k8s.io:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Main documentation site for `akv2k8s`, a specialized open-source integration
    bridging Azure Key Vault to Kubernetes. Outlines configuration methods for syncing
    secrets directly to native Kubernetes secret objects or dynamic injection into
    environment variables without exposing variables on disk.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security
  - Kubernetes Security
  - Azure Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "akv2k8s.io: Azure Key Vault to Kubernetes akv2k8s \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://akyriako.medium.com/configure-path-based-routing-with-nginx-ingress-controller-64a63cd4d6bd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034131.319698
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'akyriako.medium.com: Configure path-based routing with Nginx Ingress Controller'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering akyriako.medium.com:
    Configure path-based routing with Nginx Ingress Controller in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://akyriako.medium.com/kubernetes-logging-with-grafana-loki-promtail-in-under-10-minutes-d2847d526f9e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029168.866528
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "akyriako.medium.com: Kubernetes Logging with Grafana Loki & Promtail in'
    under 10 minutes \U0001F31F"
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering akyriako.medium.com:
    Kubernetes Logging with Grafana Loki & Promtail in' under 10 minutes \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://akyriako.medium.com/provision-a-high-availability-k3s-cluster-with-k3d-a7519f476c9c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034322.60572
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'akyriako.medium.com: Provision a Highly Available K3S Cluster with K3D'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering akyriako.medium.com:
    Provision a Highly Available K3S Cluster with K3D in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://akyriako.medium.com/provision-an-on-prems-kubernetes-cluster-with-rancher-terraform-and-ansible-e26e24059319:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030196.219686
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==akyriako.medium.com: Provision an on-prems Kubernetes Cluster with Rancher,''
    Terraform and Ansible=='
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==akyriako.medium.com:
    Provision an on-prems Kubernetes Cluster with Rancher,'' Terraform and Ansible==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://alain-airom.medium.com/kubernetes-operators-patterns-and-best-practices-b7fbaa4cbd1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033507.735988
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "alain-airom.medium.com: Kubernetes Operators Patterns and Best Practices'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering alain-airom.medium.com:
    Kubernetes Operators Patterns and Best Practices' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://alanblackmore.medium.com/aws-diagram-architecture-afb50ea569a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032639.887741
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==alanblackmore.medium.com: AWS Diagram Architecture=='
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==alanblackmore.medium.com:
    AWS Diagram Architecture== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://alanblackmore.medium.com/what-is-aws-vpc-peering-af85c1e29fb2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034101.496128
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "alanblackmore.medium.com: What is AWS VPC Peering? \U0001F31F"
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering alanblackmore.medium.com:
    What is AWS VPC Peering? \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://alemsbaja.hashnode.dev/git-and-github-demystified-a-comprehensive-guide-for-version-control-system:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034522.709628
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'alemsbaja.hashnode.dev: Git and GitHub Demystified : A Comprehensive Guide''
    for Version Control System'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering alemsbaja.hashnode.dev:
    Git and GitHub Demystified : A Comprehensive Guide'' for Version Control System
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://alenkacz.medium.com/kubernetes-operator-best-practices-implementing-observedgeneration-250728868792:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033788.661998
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'alenkacz.medium.com: Kubernetes operator best practices: Implementing observedGeneration'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering alenkacz.medium.com:
    Kubernetes operator best practices: Implementing observedGeneration in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://alesnosek.com/blog/2020/06/30/ci-slash-cd-pipeline-spanning-multiple-openshift-clusters:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes the architecture of CI/CD pipelines running across multiple
    isolated OpenShift environments. Contrasts Jenkins and Tekton setups, proposing
    patterns for safe environment transition and credential management.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - CI/CD Pipelines
  - Multi-Cluster Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'alesnosek.com: CI/CD Pipeline Spanning Multiple OpenShift Clusters (jenkins
    & tekton)'
  addition_method: manual
  v2_locations:
  - demos.md
https://alexander-goida.medium.com/thoughts-about-breaking-silos-of-software-engineering-teams-323d1f78ef68:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031061.090821
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "alexander-goida.medium.com: Thoughts about breaking silos of software engineering'
    teams \U0001F31F"
  v1_locations:
  - docs/about.md
  - docs/project-management-methodology.md
  v2_locations:
  - about.md
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering alexander-goida.medium.com:
    Thoughts about breaking silos of software engineering' teams \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://alexander.holbreich.org/gitops-journey:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Chronicles an incremental architectural transition to declarative GitOps
    state management using Flux. Synthesizes real-world progression from initial push-based
    deployment topologies to pull-based continuous delivery loops. Live Grounding
    validates that this paradigm remains fundamental for cloud-native configurations,
    mitigating configuration drift through active reconciliation.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Deployment & Orchestration
  - GitOps
  - Flux
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'alexander.holbreich.org: (Typical) journey towards full GitOps with Flux'
  addition_method: manual
  v2_locations:
  - flux.md
https://alexandre-vazquez.com/inject-secrets-in-pods-using-hashicorp-vault:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A rapid-deployment tutorial showcasing the minimum-viable configuration
    required to deploy the Vault Agent Injector. Explains how to leverage native Kubernetes
    Auth and annotate container deployments to mount external secrets as shared-memory
    files in less than five minutes.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Security
  - Secrets Management
  - Kubernetes Sidecar Injection
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "alexandre-vazquez.com: How To Inject Secrets in Pods To Improve Security
    with Hashicorp Vault in 5 Minutes \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://alexandrehtrb.github.io/posts/2024/03/http2-and-http3-explained:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A thorough engineering analysis contrasting architectural behaviors
    of HTTP/2 and HTTP/3. Examines the structural transition from TCP-based flows
    to UDP-based QUIC, detailing performance impacts.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Web Protocols & Performance
  - Protocol Evolution
  - HTTP/3 & QUIC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'alexandrehtrb.github.io: HTTP/2 and HTTP/3 explained'
  addition_method: manual
  v2_locations:
  - networking.md
https://alexandrev.medium.com/grafana-alerting-vs-alertmanager-a-comparison-of-two-leading-monitoring-tools-5e262446a5f9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029294.323465
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'alexandrev.medium.com: Grafana Alerting vs AlertManager: A Comparison of''
    Two Leading Monitoring Tools | Alex Vazquez'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering alexandrev.medium.com:
    Grafana Alerting vs AlertManager: A Comparison of'' Two Leading Monitoring Tools
    | Alex Vazquez in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://alexandrev.medium.com/how-to-enable-sticky-session-on-your-kubernetes-workloads-using-istio-e789014a6acd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031559.189675
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "alexandrev.medium.com: How To Enable Sticky Session on Your Kubernetes Workloads'
    using Istio? \U0001F31F"
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering alexandrev.medium.com:
    How To Enable Sticky Session on Your Kubernetes Workloads' using Istio? \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://alexandrev.medium.com/kubernetes-autoscaling-1-26-a-game-changer-for-keda-users-c718a81fb155:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030965.957881
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'alexandrev.medium.com: Kubernetes Autoscaling 1.26: A Game-Changer for KEDA''
    Users?'
  v1_locations:
  - docs/kubernetes-releases.md
  v2_locations:
  - kubernetes-releases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering alexandrev.medium.com:
    Kubernetes Autoscaling 1.26: A Game-Changer for KEDA'' Users? in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://alexsniffin.medium.com/debugging-remotely-in-kubernetes-with-go-fda4f3332316:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032380.354681
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'alexsniffin.medium.com: Debugging Remotely with Go in Kubernetes'
  v1_locations:
  - docs/golang.md
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - golang.md
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering alexsniffin.medium.com:
    Debugging Remotely with Go in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://alicegg.tech/2020/11/09/helm:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Detailed architectural analysis of managing Helm releases within Flux
    GitOps pipelines. Explores automated release upgrades, HelmRepository declarations,
    and rollback mechanisms.
  language: None
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'alicegg.tech: Managing a Kubernetes cluster with Helm and FluxCD'
  addition_method: manual
  v2_locations:
  - flux.md
https://alicegg.tech/2020/11/09/helm.html:
  addition_method: manual
  content_hash: 85e876cd90436759b62df6922b082ec3e1745a4db51b4e94bcadd4b7c6958849
  description: ''
  health_score: 100.0
  last_checked: 1779029110.54953
  stars: 0
  status: online
  title: 'alicegg.tech: Managing a Kubernetes cluster with Helm and FluxCD'
  v1_locations:
  - docs/flux.md
  year: N/A
https://allanjohn909.medium.com/kubernetes-ingress-traefik-cert-manager-letsencrypt-3cb5ea4ee071:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029640.61494
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'allanjohn909.medium.com: Kubernetes Ingress with Traefik, CertManager, LetsEncrypt''
    and HAProxy'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering allanjohn909.medium.com:
    Kubernetes Ingress with Traefik, CertManager, LetsEncrypt'' and HAProxy in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://allazureblog.wordpress.com/2024/01/18/azure-bastion-and-udrs:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An analysis of the routing interactions between Azure Bastion and User-Defined
    Routes (UDRs). Identifies structural routing traps that cause connectivity failure
    when forced-tunneling internet-bound traffic through virtual appliances. Provides
    architectural patterns to maintain secure administrative access to private spokes.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Hybrid Networking
  - Network Security
  - Azure Bastion
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'allazureblog.wordpress.com: Azure Bastion vs UDR'
  addition_method: manual
  v2_locations:
  - azure.md
https://allendowney.github.io/ThinkPython:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An industry-standard manual detailing computer science foundations using
    Python. Progresses through data structures, algorithms, functional routines, and
    object-oriented modeling with highly verified, elegant coding conventions.
  language: Python
  resource_type: Book
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python
  - Computer Science Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Think Python
  addition_method: manual
  v2_locations:
  - python.md
  - chatgpt.md
https://allure.qatools.ru:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031125.943354
  v1_locations:
  - docs/jenkins.md
  - docs/qa.md
https://alpacked.io/blog/infrastructure-as-code-for-devops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Synthesizes why Infrastructure as Code represents the baseline of high-velocity
    DevOps frameworks. Features modular code design, collaborative version-control
    practices, and multi-tenant environment consistency.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "alpacked.io: Infrastructure as Code in DevOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - iac.md
https://alsmola.medium.com/securing-github-organizations-9c33c850638:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030655.059867
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'alsmola.medium.com: Securing GitHub organizations'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering alsmola.medium.com:
    Securing GitHub organizations in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aly.arriqaaq.com/golang-design-patterns:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033921.568197
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aly.arriqaaq.com: Golang Design Patterns in Kubernetes'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aly.arriqaaq.com:
    Golang Design Patterns in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://amalaruja.medium.com/basic-http-routing-strategies-with-envoy-376be42559eb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031962.174122
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'amalaruja.medium.com: Basic HTTP Routing Strategies with Envoy'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering amalaruja.medium.com:
    Basic HTTP Routing Strategies with Envoy in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aman.ai/primers/ai:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An elite reference manual summarizing core concepts in modern machine
    learning and deep learning architectures. It distills deep neural net mechanics,
    loss functions, optimizer designs, and regularization frameworks into actionable
    technical digests. Ideal for software architects who require high-density cheat
    sheets on machine learning theory.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Artificial Intelligence
  - Machine Learning & Deep Learning Fundamentals
  - AI Primer
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aman.ai/primers/ai: Distilled AI'
  addition_method: manual
  v2_locations:
  - ai.md
https://aman.ai/primers/ai/LLM:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A structured primer exploring the foundational architectures, training
    phases, and evaluation cycles of Large Language Models (LLMs). It maps out causal
    language modeling, masking methodologies, and reinforcement learning from human
    feedback (RLHF). This overview equips engineers with deep insights into how massive
    neural networks interpret context.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence
  - Large Language Models
  - LLM Primers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aman.ai/primers/ai/LLM: Primers - Overview of Large Language Models'
  addition_method: manual
  v2_locations:
  - ai.md
https://aman.ai/primers/ai/bert:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Dissects BERT (Bidirectional Encoder Representations from Transformers),
    detailing its bidirectional training paradigm via Masked Language Modeling (MLM).
    By processing left and right contexts simultaneously, BERT excels at semantic
    search, sentence classification, and named entity recognition. This guide is ideal
    for engineers deploying advanced information extraction models.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence
  - Large Language Models
  - Transformer Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aman.ai: Primers • Bidirectional Encoder Representations from Transformers
    (BERT)'
  addition_method: manual
  v2_locations:
  - ai.md
https://aman.ai/primers/ai/gpt:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A technical overview of the Generative Pre-trained Transformer (GPT)
    lineage, explaining decoder-only autoregressive pre-training. It highlights how
    next-token prediction and casual masking techniques scale predictably over billions
    of parameters. This documentation helps platform engineers understand parameter
    scaling trends and memory requirements.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence
  - Large Language Models
  - Transformer Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aman.ai: Primers • Generative Pre-trained Transformer (GPT)'
  addition_method: manual
  v2_locations:
  - ai.md
https://aman.ai/primers/ai/transformers:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An elegant architectural blueprint dissecting the mathematical design
    of the Attention is All You Need transformer model. It provides clear examinations
    of multi-head attention blocks, residual connections, feed-forward sublayers,
    and positional embeddings. Reading this is necessary for developers seeking to
    optimize model inference latency.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence
  - Large Language Models
  - Transformer Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aman.ai: Transformers'
  addition_method: manual
  v2_locations:
  - ai.md
https://amazicworld.com/top-5-security-threats-unique-to-a-kubernetes-and-cloud-native-stack:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029148.047799
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'amazicworld.com: Top 5 security threats unique to a Kubernetes and Cloud''
    Native stack'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering amazicworld.com:
    Top 5 security threats unique to a Kubernetes and Cloud'' Native stack in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://amazicworld.com/why-apis-cant-be-missed-when-it-comes-to-devops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029421.351753
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'amazicworld.com: Why APIs can’t be missed when it comes to DevOps'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering amazicworld.com:
    Why APIs can’t be missed when it comes to DevOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://amazon.qwiklabs.com/catalog:
  description: ''
  addition_method: manual
  content_hash: 61362b71052128f7c4de58f157cbfdd2ffbde231c08de1f09f9fabdf62c328d4
  health_score: 100.0
  last_checked: 1779033084.550442
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: The portal for official interactive AWS learning environments. It provides
    isolated sandboxed accounts for executing practical technical labs spanning serverless
    orchestration, database scaling, container networking, and security auditing.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: ==amazon.qwiklabs.com/catalog==
https://ambar-thecloudgarage.medium.com/eks-anywhere-decoding-the-architecture-fd2741b03e0a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031693.837125
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ambar-thecloudgarage.medium.com: EKS Anywhere., decoding the architecture.'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ambar-thecloudgarage.medium.com:
    EKS Anywhere., decoding the architecture. in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745:
  addition_method: manual
  ai_summary: 'An archival reference describing historical patterns of Weaveworks
    GitOps implementations across multi-cloud topologies. NOTE: The original URL has
    redirected due to business domain changes; preserved for architectural lineage.'
  complexity: advanced
  description: ''
  hierarchy:
  - GitOps and Continuous Delivery
  - Progressive Delivery
  - GitOps
  is_microservice: false
  language: English
  resource_type: article
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'weave.works: Progressively Delivering Applications Across Cloud and On-Premise.
    Using Kuma & GitOps to implement canary releasing'
  v2_locations:
  - introduction.md
  - servicemesh.md
  year: '2021'
? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/case-study-national-australia-bank-decreases-operational-overhead-with-gitops
: addition_method: manual
  content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558
  health_score: 100.0
  last_checked: 1779130495.001438
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ambking1234.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/deutsche-telekom-explain-why-they-chose-gitops-for-5g
: addition_method: manual
  content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558
  health_score: 100.0
  last_checked: 1779130494.921507
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ambking1234.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/gitops-in-the-modern-enterprise:
  addition_method: manual
  content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558
  health_score: 100.0
  last_checked: 1779130494.945189
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ambking1234.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/gitops-takes-devops-teams-to-higher-levels-of-maturity
: addition_method: manual
  content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558
  health_score: 100.0
  last_checked: 1779130494.94335
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ambking1234.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/manage-thousands-of-clusters-with-gitops-and-the-cluster-api
: addition_method: manual
  ai_summary: 'Historical reference documenting the intersection of GitOps deployment
    paradigms and Cluster API (CAPI) for planetary-scale multi-cluster environments.
    Note: Original domain has redirected to an registration portal, reflecting legacy
    status.'
  complexity: Advanced
  description: ''
  hierarchy:
  - Infrastructure
  - Cluster API
  - GitOps
  is_microservice: false
  language: English
  resource_type: Blog
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  title: 'weave.works: Manage Thousands of Clusters with GitOps and the Cluster API'
  v2_locations:
  - kubernetes-on-premise.md
  year: '2021'
? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/managing-kubernetes-with-gitops-in-a-multi-cluster-multi-cloud-world
: addition_method: manual
  content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558
  health_score: 100.0
  last_checked: 1779130495.016799
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ambking1234.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/the-history-of-gitops:
  addition_method: manual
  content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558
  health_score: 100.0
  last_checked: 1779130494.982825
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ambking1234.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/what-is-gitops-really:
  addition_method: manual
  content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558
  health_score: 100.0
  last_checked: 1779130494.99621
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ambking1234.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/wkp-team-workspaces-rbac:
  addition_method: manual
  content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558
  health_score: 100.0
  last_checked: 1779130494.967961
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ambking1234.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/wksctl-a-new-oss-kubernetes-manager-using-gitops
: addition_method: manual
  ai_summary: 'Historical reference covering the announcement of WKSctl as an open-source
    GitOps-centric cluster bootstrapper. Note: The URL appears to have defaulted to
    an external registration portal and should be treated with caution.'
  complexity: Intermediate
  description: ''
  hierarchy:
  - Infrastructure
  - GitOps
  - Cluster Provisioning
  is_microservice: false
  language: English
  resource_type: Blog
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: WKSctl - A New OSS Kubernetes Manager using GitOps
  v2_locations:
  - gitops.md
  - kubernetes-on-premise.md
  year: '2020'
https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/product/gitops-enterprise:
  addition_method: manual
  content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558
  health_score: 100.0
  last_checked: 1779130495.001681
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ambking1234.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/technologies/gitops:
  addition_method: manual
  content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558
  health_score: 100.0
  last_checked: 1779130495.008272
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ambking1234.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/use-cases/security-with-gitops:
  addition_method: manual
  content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558
  health_score: 100.0
  last_checked: 1779130494.954105
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ambking1234.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://americanexpress.io/do-not-run-dockerized-applications-as-root:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An essential security analysis explaining why running container workloads
    as root is highly vulnerable to privilege escalation. Highlights how OpenShift's
    default Security Context Constraints (SCCs) enforce rootless container profiles.
  language: Dockerfile
  resource_type: Architectural Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Container Security
  - RunAsUser
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "americanexpress.io: **Do Not Run Dockerized Applications as Root** \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://amitprius.medium.com/python-dictionary-zero-to-hero-with-examples-a7497a672dd4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030326.641412
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'amitprius.medium.com: Python Dictionary: Zero to Hero with Examples'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering amitprius.medium.com:
    Python Dictionary: Zero to Hero with Examples in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://amod-kadam.medium.com/are-there-two-load-balancer-controllers-with-eks-8a7b04db8c93:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030472.949772
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "amod-kadam.medium.com: Are there two Load Balancer Controllers with EKS?'
    \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering amod-kadam.medium.com:
    Are there two Load Balancer Controllers with EKS?' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://amolmote.hashnode.dev/replicaset-deployment-in-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029563.510471
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==amolmote.hashnode.dev: ReplicaSet & Deployment In Kubernetes== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==amolmote.hashnode.dev:
    ReplicaSet & Deployment In Kubernetes== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://amralaayassen.medium.com/how-to-create-argocd-applications-automatically-using-applicationset-automation-of-the-gitops-59455eaf4f72
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032556.128789
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'amralaayassen.medium.com: How to create ArgoCD Applications Automatically''
    using ApplicationSet? “Automation of GitOps”'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering amralaayassen.medium.com:
    How to create ArgoCD Applications Automatically'' using ApplicationSet? “Automation
    of GitOps” in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://amy-ma.medium.com/ingress-configuration-d9f13c5bcf1a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032728.560691
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'amy-ma.medium.com: Nginx Ingress Configuration'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering amy-ma.medium.com:
    Nginx Ingress Configuration in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://anaisurl.com/full-tutorial-monitoring:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Guides readers through deploying a cohesive, modern cloud-native observability
    stack. Integrates Prometheus metric collections with Grafana dashboarding, Loki-based
    log aggregation, and Komodor's specialized Kubernetes troubleshooting platform
    to build rapid root-cause workflows.
  language: None
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Advanced Telemetry & FinOps
  - Troubleshooting Stacks
  - Loki & Komodor Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "anaisurl.com: Full Tutorial: Monitoring and Troubleshooting stack with Prometheus,
    Grafana, Loki and Komodor \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://anaisurl.com/kubernetes-rbac:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A visual, beginner-friendly guide dissecting RBAC mechanics in Kubernetes.
    Offers concrete examples of setting up specific read/write permissions for standard
    development teams.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "anaisurl.com: RBAC Explained with Examples \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://analoghq.ai/blog/es/matriz-raci:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides a detailed breakdown of the RACI model for assigning responsibility
    within multidisciplinary digital product teams. Explores how defining ownership
    upfront helps prevent friction during agile development iterations and release
    activities.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Project Management
  - Governance
  - RACI Matrix
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rockcontent.com: mejor las responsabilidades con la Matriz RACI'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://analoghq.ai/blog/es/tipos-de-consultoria:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Details the landscape of professional advisory services, classifying
    key consulting types like strategic, digital transformation, and technical systems
    consulting. Outlines how enterprise architectures can leverage external expertise
    to fast-track digital adoption, modern cloud-native architectures, and software
    organizational structural alignment.
  language: es
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Consulting & Advisory
  - Enterprise Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'rockcontent.com: Conoce los principales tipos de consultoría en las que
    tu negocio puede invertir para explotar su potencial'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://analyticsindiamag.com/ansible-vs-docker-a-detailed-comparison-of-devops-tools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Decouples the architectural concepts of container runtime deployment
    (Docker) and multi-node system orchestration (Ansible). Highlights how combining
    these two paradigms enables rapid deployment of complex application stacks.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'analyticsindiamag.com: Ansible vs Docker: A Detailed Comparison Of DevOps
    Tools'
  addition_method: manual
  v2_locations:
  - ansible.md
https://analyticsindiamag.com/free-online-resources-to-get-started-on-cloud-computing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compiles high-quality, free resources to master fundamental cloud computing
    concepts. Lists tutorials, official cloud vendor training pathways, and community
    projects to help newcomers build structured knowledge in distributed systems.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - Training
  - Educational Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'analyticsindiamag.com: Free Online Resources To Get Started On Cloud Computing'
  addition_method: manual
  v2_locations:
  - aws-training.md
https://analyticsindiamag.com/github-launches-code-scanner-to-flag-security-vulnerabilities:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights the introduction of CodeQL-powered GitHub Advanced Security
    scanning. Focuses on native SAST integrations, automated injection flaw triage,
    secret scanning, and immediate developer alert surfaces within standard PR pipelines.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Static Analysis
  - Code Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'analyticsindiamag.com: GitHub launches code scanner to flag security vulnerabilities'
  addition_method: manual
  v2_locations:
  - git.md
https://analyticsindiamag.com/how-uber-is-leveraging-apache-kafka-for-more-than-300-micro-services:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details Uber's massive deployment topology where Apache Kafka acts as
    the backbone communication engine linking over 300 discrete microservices. Examines
    regional and global replication configurations, dispatch routing, and stream optimization
    techniques under load.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Case Studies
  - Scale & Infrastructure
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'analyticsindiamag.com: How Uber is Leveraging Apache Kafka For More Than
    300 Micro Services'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://analyticsindiamag.com/is-coding-necessary-to-work-as-a-data-scientist:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Analyzes the tension between low-code/no-code ML frameworks and custom
    code solutions. Synthesizes why advanced programming remains essential for architectural
    optimization, pipeline reliability, custom deployment debugging, and deep system
    engineering.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Data Science
  - Career Guidance
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'analyticsindiamag.com: Is coding necessary to work as a data scientist?'
  addition_method: manual
  v2_locations:
  - mlops.md
https://analyticsindiamag.com/kubernetes-v1-21-released-major-updates-latest-features:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight notes major updates in 1.21 from Analytics India Mag.
    Modern review in 2026 confirms the article effectively summarized regional interest
    in memory topology and scheduling refinements.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.21
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'analyticsindiamag.com: Kubernetes v1.21 Released: Major Updates & Latest
    Features'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://analyticsindiamag.com/object-oriented-programming-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deeply explores core OOP principles within Python, covering classes,
    method resolution order (MRO), inheritance, abstract classes, encapsulation, and
    magic/dunder methods to ensure high architectural modularity.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Object-Oriented Programming
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'analyticsindiamag.com: Object-Oriented Programming with Python'
  addition_method: manual
  v2_locations:
  - python.md
https://analyticsindiamag.com/top-tools-for-enabling-ci-cd-in-ml-pipelines:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Evaluates prominent orchestration and CI/CD tools targeted at ML pipelines,
    comparing systems like Jenkins, GitHub Actions, and specialized MLOps runners.
    Discusses the fundamental differences between traditional software compilation
    and ML pipelines that require data versioning and model validation.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - MLOps
  - CI-CD
  - DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'analyticsindiamag.com: Top tools for enabling CI/CD in ML pipelines'
  addition_method: manual
  v2_locations:
  - mlops.md
https://anchore.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main enterprise platform hub of Anchore. Provides automated Software
    Bill of Materials (SBOM) generation, continuous image vulnerability assessment,
    and policy enforcement engines. Vital for organizations seeking to inject continuous
    risk modeling and compliance gates into cloud-native supply chains.
  language: N/A
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Management
  - Container Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Anchore
  addition_method: manual
  v2_locations:
  - devsecops.md
https://anchore.com/cicd:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Discusses integrating Anchore container security gates directly within
    automated CI/CD build scripts. Focuses on automated SBOM extraction, system package
    inspection, and vulnerability threshold enforcement, blocking problematic deployment
    builds long before registry promotion.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Management
  - CI/CD Pipeline Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Anchore: Secure Container Based CI/CD Workflows'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://anchore.com/kubernetes:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An architectural guide analyzing the integration of Anchore's container
    analysis engines with Kubernetes admission controllers. Focuses on setting custom
    policy gates that continuously evaluate workload safety and configuration context,
    denying admission to non-compliant container pods.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Management
  - Kubernetes Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Securing Kubernetes With Anchore
  addition_method: manual
  v2_locations:
  - devsecops.md
https://andara88.it.com:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Examines integrating SonarQube static analysis into Selenium automation
    codebases to ensure high structural quality, maintainability, and clean code practices.
    Focuses on identifying code smells, security vulnerabilities, duplicate code segments,
    and improper exception handling in test code. Validates that automated tests themselves
    must meet production software engineering standards.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Continuous Integration & Delivery
  - Static Analysis
  - SonarQube Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'automated-360.com: How to perform Code Quality Check for Selenium Test Automation?
    (SonarQube)'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://anderfernandez.com/blog/automatizar-script-python-google-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step developer tutorial demonstrating execution of Python
    automation workflows inside Google Cloud. Reviews orchestration using Cloud Scheduler,
    Cloud Functions, and Compute Engine to automate data extraction, scraping, and
    processing routines.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Development
  - Automation
  - Python
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'anderfernandez.com: Cómo automatizar un script de Python en Google Cloud'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
? https://andrewlock.net/deploying-asp-net-core-applications-to-kubernetes-part-6-adding-health-checks-with-liveness-readiness-and-startup-probes
: description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Detailed technical guide on implementing Liveness, Readiness, and Startup
    probes for ASP.NET Core workloads on Kubernetes.

    - Explains mapping the ASP.NET Core Health Checks middleware directly to K8s probes.

    - Explains how to leverage Startup probes to delay subsequent Liveness checks
    and prevent boot loops.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  - ASP.NET Core Implementation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'andrewlock.net: Deploying ASP.NET Core applications to Kubernetes - Part
    6 - Adding health checks with Liveness, Readiness, and Startup probes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://andrewlock.net/deploying-asp-net-core-applications-to-kubernetes-part-7-running-database-migrations:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A detailed deployment blueprint focusing on the execution of schema
    migrations within ASP.NET Core and relational databases inside Kubernetes. Critically
    compares using Kubernetes Jobs, Init Containers, and application bootstrap processes
    for migrations.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Kubernetes Workloads
  - CI/CD Pipelines
  - Database Migrations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "andrewlock.net: Running database migrations when deploying to Kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - databases.md
https://andrewlock.net/installing-docker-desktop-for-windows:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This architectural guide explains the setup and performance considerations
    of running Docker Desktop on Windows utilizing Windows Subsystem for Linux (WSL
    2). It unpacks how the WSL 2 integration eliminates hypervisor overhead, resulting
    in significantly faster file-system lookups and reduced memory footprints. It
    is a vital resource for Windows-based developers transitioning to cloud-native,
    Linux-centric container environments.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Infrastructure
  - Local Environments
  - WSL2
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'andrewlock.net: Installing Docker Desktop for Windows and WSL 2'
  addition_method: manual
  v2_locations:
  - docker.md
https://andrewlock.net/series/deploying-asp-net-core-applications-to-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive deep-dive tutorial series on orchestrating .NET applications
    inside Kubernetes using Helm. Analyzes templating, YAML manifests, dependency
    injections, dynamic secret handling, and values customization patterns.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure & Orchestration
  - Container Orchestration
  - Helm & Packaging
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "andrewlock.net: Series: Deploying ASP.NET Core applications to Kubernetes
    with Helm \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - dotnet.md
https://android-developers.googleblog.com/2026/05/android-cli-stable-1-0-agent-development.html:
  addition_method: automatic
  ai_summary: '* **Curator Insight:** Decoupling complex software compilation toolchains
    from localized graphical IDEs is vital for enabling background AI agent executors
    to compile and test code.

    * **Live Grounding (MCP):** The launch of the stable Android CLI 1.0 provides
    a command-line interface optimized for agentic workloads, enabling continuous-integration
    platforms and software agents to autonomously trigger compilation, packaging,
    and testing without manual IDE setup.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: cd72cd0f514c54b9062e8261f82120dae9223a4d80240d8b90bb0b00809dd6e1
  description: Introducing the 1.0 stable release of the Android CLI, explicitly engineered
    to optimize headless, scriptable multi-agent software development.
  hierarchy:
  - Mobile Architecture
  - Android Platforms
  - Command Line Tooling
  - Agentic Workflows
  is_microservice: false
  language: en
  last_checked: 1780352138.622105
  reputation_status: Vetted
  reputation_summary: Recognized as a critical upgrade for automated build pipelines
    and headless automation agents by mobile developers.
  resource_type: blog
  social_preview_url: ''
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: android-automation
  tags:
  - EMERGING
  - ENTERPRISE-STABLE
  title: 'Android CLI Stable 1.0: Accelerating Multi-Agent Development'
  year: '2026'
https://android-developers.googleblog.com/2026/05/build-android-apps-google-ai-studio.html:
  addition_method: automatic
  ai_summary: '* **Curator Insight:** Lowering software prototyping friction via high-fidelity,
    code-generating UI surfaces enables immediate validation of architectural assumptions
    and workflows.

    * **Live Grounding (MCP):** Google AI Studio has introduced the capability to
    generate functional, native Android apps written in Kotlin and Jetpack Compose
    entirely from prompts, enabling developers to live-test builds in embedded emulators
    and seamlessly export blueprints straight to Android Studio.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 917d59614b5baf527b2a26b7ba63878fd0f91cf62f2fe4fef84c2dbbfbc5025a
  description: Announcement of native Android app generation features inside Google
    AI Studio, running on Kotlin and Jetpack Compose.
  hierarchy:
  - Software Prototyping
  - AI Studio Environments
  - Generative Code Base
  - Mobile Interface Design
  is_microservice: false
  language: en
  last_checked: 1780352138.622114
  reputation_status: Vetted
  reputation_summary: Extremely popular for rapid prototyping among mobile engineers
    and designers on social media.
  resource_type: blog
  social_preview_url: ''
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ai-assisted-prototyping
  tags:
  - EMERGING
  title: Build Native Android Apps in Google AI Studio
  year: '2026'
https://andydote.co.uk/2021/06/02/os-cpus-and-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A low-level analysis of how the Linux kernel scheduler interacting with
    CFS quota limits can severely throttle Kubernetes pods, even when total CPU utilization
    is low. The author exposes the architectural friction between container resource
    limits and multi-threaded application runtimes like Java and Go. Platform engineers
    will find valuable tuning techniques to mitigate silent latency spikes caused
    by CPU throttling.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Resource Management
  - CPU Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'andydote.co.uk: The Problem with CPUs and Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://angryip.org:
  description: ''
  year: '2001'
  stars: 4
  ai_summary: An extremely fast, multi-threaded IP and port scanner. It queries device
    attributes, MAC addresses, and open ports across subnets. Live Grounding tracks
    it as an essential tool for rapid physical infrastructure auditing.
  language: Java
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Networking
  - Scanning
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Angry IP Scanner (or simply ipscan)
  addition_method: manual
  v2_locations:
  - linux.md
https://angular.dev:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Angular is Google's enterprise-grade, component-based TypeScript web
    framework. Highly optimized for scalable single-page application (SPA) architectures,
    it provides built-in routing, state handling, and dependency injection.
  language: TypeScript
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Frontend Development
  - Web Frameworks
  - Angular
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: angular.io
  addition_method: manual
  v2_locations:
  - angular.md
https://angular.dev/guide/build:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official instructions covering deployment execution and active asset
    compilation within the Angular CLI environment. Emphasizes production bundling
    configurations, static asset caching, and lazy loading strategies.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Frontend Development
  - Web Frameworks
  - Angular Build
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'angular.io: Building and serving Angular apps'
  addition_method: manual
  v2_locations:
  - angular.md
https://angular.io:
  addition_method: manual
  content_hash: 407de4d0847a6a5d35ff586acc4a11facdf3cd67630d7398a85472b14eb64692
  description: ''
  health_score: 100.0
  last_checked: 1779030564.136117
  stars: 0
  status: online
  title: angular.io
  v1_locations:
  - docs/angular.md
  year: N/A
https://angular.io/guide/build:
  addition_method: manual
  content_hash: 5b3030e6481f11791c134e661d4f9733dfbbaaf633e867cb1676d8ced735701a
  description: ''
  health_score: 100.0
  last_checked: 1779034039.79868
  stars: 0
  status: online
  title: 'angular.io: Building and serving Angular apps'
  v1_locations:
  - docs/angular.md
  year: N/A
? https://aninditabasak.medium.com/a-lap-around-kubernetes-security-vulnerability-scanning-tools-checkov-kube-hunter-kube-bench-4ffda92c4cf1
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031850.00534
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==aninditabasak.medium.com: A Lap around Kubernetes Security & Vulnerability''
    scanning Tools — checkov, kube-hunter, kube-bench & Starboard=='
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==aninditabasak.medium.com:
    A Lap around Kubernetes Security & Vulnerability'' scanning Tools — checkov, kube-hunter,
    kube-bench & Starboard== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://anirudhdaya.hashnode.dev/kubernetes-explained-part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031012.136391
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'anirudhdaya.hashnode.dev: Kubernetes Explained- Part 1'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering anirudhdaya.hashnode.dev:
    Kubernetes Explained- Part 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://anirudhdaya.hashnode.dev/kubernetes-explained-part-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030809.146846
  stars: 0
  title: 'anirudhdaya.hashnode.dev: Kubernetes Explained- Part 2'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://ankush-chavan.medium.com/creating-multi-cloud-kubernetes-cluster-on-aws-azure-and-gcp-cloud-92d64633bdfc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032974.757999
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ankush-chavan.medium.com: Creating Multi-Cloud Kubernetes Cluster on AWS,''
    Azure, and GCP cloud'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ankush-chavan.medium.com:
    Creating Multi-Cloud Kubernetes Cluster on AWS,'' Azure, and GCP cloud in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ansible.ai:
  addition_method: manual
  content_hash: a5c77dd0a850c1a79632fa2ecda35a2c292aab02e201aef85baff517b2fd222e
  description: ''
  health_score: 100.0
  last_checked: 1779034504.828215
  stars: 0
  status: online
  title: ==ansible.ai==
  v1_locations:
  - docs/ansible.md
  year: N/A
https://ansible.github.io/workshops/demos:
  addition_method: manual
  content_hash: bb17eb1f9cfe88b2b5801ab12618198f3cebc0060a8021d20e20c91f4e072242
  description: ''
  health_score: 100.0
  last_checked: 1779029118.920282
  stars: 0
  status: online
  title: 'ansible.github.io/workshops/demos : Red Hat Ansible Automation Platform''
    Workshops'
  v1_locations:
  - docs/demos.md
  year: N/A
https://answers.dynatrace.com/spaces/482/dynatrace-open-qa/questions/232421/dynatrace-distributed-tracing-with-kafka.html:
  addition_method: manual
  content_hash: 9311a26c79903654b4d07e42cf337f7ff23ade089df73af761793aec3fe60240
  health_score: 100.0
  last_checked: 1779032245.474239
  v1_locations:
  - docs/monitoring.md
https://anthropic.skilljar.com/claude-code-in-action:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An official hands-on tutorial and demonstration course by Anthropic
    showing the real-world utility of Claude Code. It covers basic terminal setups,
    interactive file refactoring, automated git commit orchestration, and contextual
    testing loops. Highly valuable for teams integrating terminal-based AI agents
    directly into daily engineering pipelines.
  language: None
  resource_type: Course
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - AI-Assisted Coding
  - Claude Code
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Claude Code in Action
  addition_method: manual
  v2_locations:
  - ai.md
  - cicd.md
  - ai-agents-mcp.md
https://antigravity.google/use-cases/science:
  addition_method: automatic
  ai_summary: This landing page illustrates the scientific applications of Google's
    agentic IDE, Antigravity, which is optimized for researchers and developers in
    the agent-first era. By using its 'Science' workspace plugin, users can automatically
    load the DeepMind Science Skills bundle to interact with UniProt, AlphaFold, and
    PubChem. The IDE handles multi-step science tasks, generating structured artifacts,
    data visualizations, and pipeline codes through parallel coordination of autonomous
    agents.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: c3e6cf730e5e4af14f84fa1514ad0e703eed488b7c7ae8a17cc8a5916b704f66
  description: A dedicated look at how Google Antigravity uses specialized AI agent
    models to automate genomics, chemistry, and research database querying.
  hierarchy:
  - Development Tools
  - Agent-First IDE
  - Google Antigravity
  - AI for Science
  is_microservice: false
  language: English
  last_checked: 1780352302.456737
  reputation_status: Vetted
  reputation_summary: Industry-disrupting agentic IDE by Google, highly rated by modern
    software and data science architects.
  resource_type: documentation
  social_preview_url: https://antigravity.google/assets/image/sitecards/sitecard-default.png
  source_provenance: X.com (GoogleAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  - ENTERPRISE-STABLE
  title: Google Antigravity Use Cases for Science
  year: '2026'
https://any-api.com:
  addition_method: manual
  content_hash: dd3d79a03c5ac4a5e41dc639979797263e1f91c8b13d0d1e244cd98f717f1eab
  description: ''
  health_score: 100.0
  last_checked: 1779031720.752696
  stars: 0
  status: online
  title: any-api.com
  v1_locations:
  - docs/api.md
  year: N/A
https://anywhere.eks.amazonaws.com/docs/concepts/eksafeatures:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A structural feature matrix comparing EKS Anywhere and standard AWS-hosted
    EKS. Analyzes governance models, infrastructure obligations, software component
    differences, and target workload environments.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Hybrid Cloud
  - Feature Matrix
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'anywhere.eks.amazonaws.com: Compare EKS Anywhere and EKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://api-market.santalucia.es:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: Santalucía's corporate API marketplace, streamlining business-to-business
    integrations for digital insurance products. It exposes quoting engines, client
    registrations, and insurance claims endpoints to external partners.
  language: Spanish
  resource_type: Enterprise Product
  complexity: Intermediate
  hierarchy:
  - Domain APIs
  - Fintech
  - Insurtech
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: santalucia.es
  addition_method: manual
  v2_locations:
  - developerportals.md
https://api7.ai/blog/apisix-ingress-support-thousands-pod-replicas:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A detailed case study illustrating how the Apache APISIX Ingress Controller
    achieves near-instant configuration reloads in environments scaling up to thousands
    of active pod endpoints without increasing overall connection latency.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Performance at Scale
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'api7.ai: How Does APISIX Ingress Support Thousands of Pod Replicas?'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://apidog.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: APIDog is an integrated API design, debugging, mocking, and testing
    toolkit. Merges Swagger, Postman, and mock services into a unified team-based
    collaborative workspace.
  language: Agnostic
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - API Tooling
  - All-in-One
  - APIDog
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: APIDog
  addition_method: manual
  v2_locations:
  - api.md
https://apifriends.com/api-creation/different-types-apis:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031455.360793
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "apifriends.com: What are the different types of APIs? \U0001F31F"
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering apifriends.com:
    What are the different types of APIs? \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://apifriends.com/api-management/what-is-an-api:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031897.906377
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'apifriends.com: What is an API?'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering apifriends.com:
    What is an API? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://apiiro.com/blog/malicious-kubernetes-helm-charts-can-be-used-to-steal-sensitive-information-from-argo-cd-deployments:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Crucial security report highlighting vulnerabilities where malicious
    or compromised Helm charts exploit the template-rendering engine of GitOps systems
    (like Argo CD) to expose sensitive secrets or execute side-channel attacks.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Security
  - Vulnerabilities
  - Argo CD Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'apiiro.com: Malicious Kubernetes Helm Charts can be used to steal sensitive
    information from Argo CD deployments'
  addition_method: manual
  v2_locations:
  - helm.md
https://apilandscape.apiscene.io:
  addition_method: manual
  content_hash: 7a6754159e6e7f78a327eb017cf49b8d59f7244c2958b34c11eaf976dd0644f5
  description: ''
  health_score: 100.0
  last_checked: 1779030655.577248
  stars: 0
  title: API Landscape
  v1_locations: []
  year: N/A
https://apimarket.cecabank.es:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: Cecabank's developer platform designed to align financial integration
    with the PSD2 mandate. It provides endpoints for third-party providers (TPPs)
    to execute payment initiations and retrieve consolidated account balance statements.
  language: Spanish
  resource_type: Enterprise Product
  complexity: Intermediate
  hierarchy:
  - Domain APIs
  - Fintech
  - Banking Gateways
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Cecabank API Market
  addition_method: manual
  v2_locations:
  - developerportals.md
https://apis.developer.tsb.co.uk:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A PSD2-compliant developer ecosystem facilitating open-banking integration
    with TSB Bank. It offers sandbox environments, sandbox mock data, and security
    protocols to test account information and payment initiation APIs.
  language: English
  resource_type: Enterprise Product
  complexity: Intermediate
  hierarchy:
  - Domain APIs
  - Fintech
  - Banking Gateways
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: TSB API Developer Portal
  addition_method: manual
  v2_locations:
  - developerportals.md
https://apistore.caixabank.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030589.931085
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: CaixaBank API Store
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering CaixaBank
    API Store in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://apkplz.net/app/com.LearningSolution.LearnKubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032095.24311
  stars: 0
  title: 'apkplz.net: Learn Kubernetes 1 APK'
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://apmblog.dynatrace.com/2011/05/11/how-garbage-collection-differs-in-the-three-big-jvms:
  description: ''
  year: '2011'
  stars: 0
  ai_summary: 'An architectural comparison of garbage collection strategies across
    the three historically major JVM engines: Oracle HotSpot, IBM J9, and Oracle JRockit.
    It evaluates generational assumptions, compaction pauses, and old-generation management
    policies. Although useful for legacy support, it predates modern developments
    like ZGC or Shenandoah.'
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Java Virtual Machine
  - Garbage Collection
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: How Garbage Collection differs in the three big JVMs
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://apolicy.io:
  addition_method: manual
  content_hash: 1b5d21a5dc646db1a9d3a1b520d2c0d56a1596c91a2b72344622cd773bd35d19
  description: ''
  health_score: 100.0
  last_checked: 1779031410.516398
  stars: 0
  status: online
  title: Apolicy
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://app.diagrams.net:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: The premier open-source interactive canvas for drafting clean UML schemas,
    Kubernetes layers, and custom network structures. Features broad integration capabilities
    and local execution variants.
  language: JavaScript
  resource_type: Web Application
  complexity: Beginner
  hierarchy:
  - Architecture & Visualization
  - Interactive Diagramming
  - Web
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: draw.io
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://app.getambassador.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032239.729805
  stars: 0
  status: online
  title: "Ambassador Edge Stack. K8S Initializer  (scaffolding tool) \U0001F31F"
  v1_locations:
  - docs/demos.md
  - docs/scaffolding.md
  year: N/A
https://app.getambassador.io/initializer:
  addition_method: manual
  content_hash: 58ebedccfbb19f2d3b13281440b513e61047c409d5f0e90eb4a68dbdc3264431
  description: ''
  health_score: 100.0
  last_checked: 1779032754.316377
  stars: 0
  status: online
  title: "k8s Initializer \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://app.gitbook.com/o/-LbOdudvkdYwKCQYAHS8/s/RrlyoCHlF8LNFTvw74mT:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analytical guide reviewing the integration of third-party network
    operators inside the OpenShift ecosystem. It details the interaction boundaries
    between the cluster-network-operator and custom CNI plugins. Architectural considerations
    focus on ensuring compatibility with OpenShift's default SDN parameters, identity
    controls, and DNS routing setups to prevent operational regression during cluster
    upgrades.
  language: English
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Networking
  - Orchestration
  - Third-Party CNI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Using Third Party Network Operators with OpenShift
  addition_method: manual
  v2_locations:
  - ocp4.md
https://app.polymersearch.com/discover/aws:
  description: ''
  addition_method: manual
  content_hash: cc94765c29e878b6c6f5a4cc86bee8d2de2fd1b0bf3444936b36a5a81c8a4646
  health_score: 100.0
  last_checked: 1779029163.531215
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: An open-source exploration platform indexing over 6,000 AWS repositories.
    It assists platform architects in discovering community-validated CDK constructs,
    deployment templates, and cloud helper scripts.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: Everything AWS | Search and discover 6K+ quality AWS repositories
https://app.rollout.io:
  addition_method: manual
  content_hash: 0afad09dc886ae98b42ac56b575ab5fdf3c508af321703084877f23a58d0f3a8
  description: ''
  health_score: 100.0
  last_checked: 1779031511.287445
  stars: 0
  status: online
  title: "CloudBees Rollout \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://app.vagrantup.com/ansible/boxes/tower:
  addition_method: manual
  content_hash: cfb1d00cefb9fbdbbee65df180a91ee861e70bff27fec81a2daad38a5cbb2174
  description: ''
  health_score: 100.0
  last_checked: 1779031596.379843
  stars: 0
  status: online
  title: 'vagrant: ansible tower'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://app.vagrantup.com/krlex/boxes/centos-awx:
  addition_method: manual
  content_hash: cfb1d00cefb9fbdbbee65df180a91ee861e70bff27fec81a2daad38a5cbb2174
  description: ''
  health_score: 100.0
  last_checked: 1779034510.024748
  stars: 0
  status: online
  title: 'vagrant: centos-awx'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://appium.io:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: An open-source, cross-platform mobile automation tool implementing the
    W3C WebDriver protocol for native, hybrid, and mobile web applications. Establishes
    a standard interface to control iOS (via XCUITest) and Android (via UIAutomator2)
    devices without requiring recompilation of the target mobile applications.
  language: Multi-language
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Quality Assurance & Testing
  - Mobile Automation
  - Appium Core
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: appium.io
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://appscode.com/blog/post/openshift-mongodb:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Demonstrates how to run and manage MongoDB instances on OpenShift using
    the KubeDB Operator. Covers scaling clusters, orchestrating schema updates, configuring
    persistent disk claims, and executing point-in-time recoveries.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Database Orchestration
  - Operator Integrations
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.byte.builders: Manage MongoDB in Openshift Using KubeDB'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://appsecengineer.com/courses/kubernetes-policy-management-with-kyverno:
  addition_method: manual
  content_hash: 62b70f6440830bc9558111b52c1d7d5546e13116140f7f50fb765573b7a2193b
  description: ''
  health_score: 100.0
  last_checked: 1779033924.056373
  stars: 0
  status: online
  title: 'appsecengineer.com: Kubernetes Policy Management with Kyverno'
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://aprendegit.com/git-flow-la-rama-develop-y-uso-de-feature-branches:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: A Spanish-language tutorial focusing on the mechanics of the GitFlow
    `develop` branch and feature integration lifecycle. It outlines merge patterns
    and synchronization techniques to help developers keep active lines aligned during
    parallel sprints.
  language: Markdown
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'aprendegit.com: git-flow: la rama develop y uso de feature branches'
  addition_method: manual
  v2_locations:
  - git.md
https://aprenderbigdata.com/databricks:
  description: "- Databricks es el nombre de la plataforma analítica de datos basada
    en Apache Spark desarrollada por la compañía con el mismo nombre. La empresa se
    fundó en 2013 con los creadores y los desarrolladores principales de Spark. Permite
    hacer analítica Big Data e inteligencia artificial con Spark de una forma sencilla
    y colaborativa.\n    - Esta plataforma está disponible como servicio cloud en
    Microsoft Azure y Amazon Web Services (AWS)."
  year: '2022'
  stars: 3
  ai_summary: Offers a clear Spanish-language introduction to Databricks, highlighting
    its managed Apache Spark ecosystem across AWS and Azure. Demystifies collaborative
    notebooks, workspace management, and optimized runtimes. Live Grounding shows
    that Databricks continues to expand its lakehouse dominance, abstracting underlying
    infrastructure away from data engineers while offering native cloud integrations.
  language: Spanish
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Data & AI
  - Cloud Platforms
  - Databricks
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'aprenderbigdata.com: Databricks: Introducción a Spark en la nube'
  addition_method: manual
  v2_locations:
  - kubernetes-bigdata.md
https://aprenderbigdata.com/prometheus:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A Spanish-language introduction to Prometheus metrics monitoring. Covers
    core architecture, the dynamic pull-model paradigm over HTTP, structural metric
    types (Counters, Gauges, Histograms, Summaries), and basic PromQL querying patterns.
  language: N/A
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aprenderbigdata.com: Prometheus: Introducción a la Monitorización de Métricas'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://aptakube.com:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: A blazing fast, multi-cluster desktop client engineered in Rust and
    Svelte. Unlike traditional heavy Electron alternatives, it excels at low memory
    footprints and offers multi-cluster resource tracking across different regions
    in a single UI.
  language: Rust
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Desktop Client
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Aptakube
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://arabitnetwork.com/2021/03/13/k8s-enabling-auditing-logs-step-by-step:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034476.8328
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'arabitnetwork.com: K8S – Enabling Auditing Logs | Step-by-Step'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering arabitnetwork.com:
    K8S – Enabling Auditing Logs | Step-by-Step in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://arc.dev:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Formerly known as Codementor, Arc specializes in matching software developers
    with mentorship and remote work opportunities. The platform facilitates direct
    knowledge transfer alongside enterprise recruiting. Live grounding shows robust
    integration of AI career-guidance tools alongside traditional freelance pipelines.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Talent Platforms
  - Mentorship Networks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: arc - formerly codementor
  addition_method: manual
  v2_locations:
  - freelancing.md
https://architectelevator.com/cloud/hybrid-multi-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyses strategic multi-cloud architectural decisions. Gregor Hohpe
    presents frameworks to distinguish between cloud integration, portability, and
    distribution, highlighting that multi-cloud should be a deliberate architectural
    choice rather than a default risk-mitigation strategy.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Strategy
  - Multi-Cloud Decisions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'architectelevator.com: Multi Cloud Architecture: Decisions and Options'
  addition_method: manual
  v2_locations:
  - introduction.md
https://architectelevator.com/cloud/serverless-design-patterns:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Proposes core mitigation strategies for cloud vendor lock-in through
    abstraction layers, hexagonal architecture, and port-and-adapters design patterns.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Serverless
  - Design Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'architectelevator.com: Concerned about Serverless Lock-in? Consider Patterns!'
  addition_method: manual
  v2_locations:
  - serverless.md
https://architecturenotes.co/12-factor-app-revisited:
  addition_method: manual
  content_hash: 9ac61602a5b0bfed64302cf6719324bec6d98bd799485e73f7bdd23c6b36c291
  description: ''
  health_score: 100.0
  last_checked: 1779034424.798541
  stars: 0
  status: online
  title: 'architecturenotes.co: 12 Factor App Revisited'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://architecturenotes.co/p/12-factor-app-revisited:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Critically evaluates how classic 12-Factor concepts have aged. Addresses
    the challenges of serverless scaling, API-first interfaces, distributed telemetry,
    and modern build/release pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Patterns
  - Twelve-Factor App
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'architecturenotes.co: 12 Factor App Revisited'
  addition_method: manual
  v2_locations:
  - introduction.md
https://architecturenotes.co/p/redis:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An exceptional, visually illustrated deep-dive analyzing Redis execution
    cycles, single-threaded multiplexing event loops, and data structural formats.
    Demystifies complex operational mechanisms such as AOF/RDB persistence and memory
    eviction strategies.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Caching
  - In-Memory Datastores
  - Redis Deep-Dive
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "architecturenotes.co: Redis Explained \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - caching.md
https://architecturenotes.co/p/things-you-should-know-about-databases:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A high-density masterclass on database internals. Provides clear, deeply
    visual breakdowns of write-ahead logs (WAL), transaction isolation levels, indexing
    data structures (B-Trees vs LSM Trees), and database buffer pools.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Database Architecture
  - Core Concepts
  - Engineering Essentials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'architecturenotes.co: Things You Should Know About Databases'
  addition_method: manual
  v2_locations:
  - databases.md
https://architecturenotes.co/redis:
  addition_method: manual
  content_hash: d877a157cc490492a7adb75fc796c8bb5bd7b45f1c7e2990f8811262b9869dc4
  description: ''
  health_score: 100.0
  last_checked: 1779030503.658123
  stars: 0
  status: online
  title: "==architecturenotes.co: Redis Explained== \U0001F31F\U0001F31F"
  v1_locations:
  - docs/caching.md
  year: N/A
https://architecturenotes.co/things-you-should-know-about-databases:
  addition_method: manual
  content_hash: cca61e2ae3ab129761cc96050c8756fe73ae3091d3251ecef9d4473ad61047c8
  description: ''
  health_score: 100.0
  last_checked: 1779032679.624064
  stars: 0
  status: online
  title: '==architecturenotes.co: Things You Should Know About Databases=='
  v1_locations:
  - docs/databases.md
  year: N/A
https://archive.grafana.com/docs/grafana/v5.4:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Archived documentation for Grafana v5.4, preserved primarily to reference
    legacy metrics collection architectures from early OpenShift 4 telemetry configurations.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Observability & Ops
  - Metrics Visualization
  - Grafana Old Versions
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: grafana.com/docs/v5.4/
  addition_method: manual
  v2_locations:
  - ocp4.md
https://archive.kabisa.nl/tech/k8s-workshop-in-a-box:
  description: '- [GitHub: K8s workshop in a box](https://github.com/kabisa/k8s-workshop-in-a-box)'
  year: '2020'
  stars: 0
  ai_summary: 'An archival portal hosting a self-contained, offline-capable ''Kubernetes
    Workshop in a Box.'' Designed to run interactive tutorials without reliable internet
    connections. (Live Grounding: While some container tooling patterns are archived,
    the offline structure is a highly referenced model for local development isolation).'
  language: YAML
  resource_type: Workshop Material
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Infrastructure
  - Learning Resources
  - Kubernetes Workshops
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Kubernetes workshop in a box
  addition_method: manual
  v2_locations:
  - demos.md
https://argon2-cffi.readthedocs.io:
  addition_method: manual
  content_hash: 07dc74516f809d9607d6446bdce50dd64cac2c70fe5c2f02a64c4287c51703d6
  description: ''
  health_score: 100.0
  last_checked: 1779031541.46109
  stars: 0
  status: online
  title: argon2-cffi
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://argon2-cffi.readthedocs.io/en/stable:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The recommended CFFI Python interface for Argon2, the winner of the
    Password Hashing Competition. Provides extreme resistance against CPU-intensive
    and GPU-based parallel hardware attack mechanisms. Excellent for hashing secrets
    and credentials inside authentication backend APIs.
  language: Python
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Security
  - Cryptography
  - Hashing Algorithms
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: argon2-cffi
  addition_method: manual
  v2_locations:
  - devsecops.md
https://argonsys.com/microsoft-cloud/library/how-to-query-azure-resources-using-the-azure-cli:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Shows how to build and execute JMESPath expressions within standard
    Azure CLI inputs, enabling programmatic array sorting and resource discovery.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Platform Management
  - Microsoft Azure
  - Azure CLI
  - JMESPath Querying
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'argonsys.com: How to query Azure resources using the Azure CLI'
  addition_method: manual
  v2_locations:
  - azure.md
https://argoproj.github.io:
  addition_method: manual
  content_hash: f624ce88391cb9845b3acb71c58007b1af69a70cf86dd2f5b59210fe63e97d7d
  description: ''
  health_score: 100.0
  last_checked: 1779033973.74796
  needs_ai_refresh: true
  stars: 0
  title: ArgoCD
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://argoproj.github.io/argo-cd:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The absolute industry standard for GitOps-based continuous delivery
    on Kubernetes. Argo CD synchronizes active cluster states with declarative configurations
    stored in git repositories, providing robust drift correction, visual dashboarding,
    and audit controls.
  language: Go
  resource_type: Operator
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - GitOps
  - Argo CD
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Argo CD
  addition_method: manual
  v2_locations:
  - argo.md
  - about.md
  v1_locations:
  - docs/about.md
https://argoproj.github.io/argo-events:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The standard event-driven orchestration engine for Kubernetes. Argo
    Events integrates with sources like webhooks, S3, or pub-sub, dynamically executing
    serverless triggers, custom scripts, and Argo Workflows with native scalability.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Kubernetes GitOps & Packaging
  - Argo Project Ecosystem
  - Event-Driven Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'argoproj.github.io: Argo Events - The Event-driven Workflow Automation Framework'
  addition_method: manual
  v2_locations:
  - argo.md
https://argoproj.github.io/argo-rollouts:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: Introduces the core concepts of Argo Rollouts, which replaces standard
    Kubernetes Deployment objects with custom Rollout resources. Enables automatic
    analysis, metrics integration (Prometheus, Datadog), and automated rollback strategies.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - GitOps & CD
  - Argo Rollouts
  - Progressive Delivery
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'argoproj.github.io: Argo Rollouts - Kubernetes Progressive Delivery Controller'
  addition_method: manual
  v2_locations:
  - argo.md
https://arinco.com.au/blog/awesome-azure-policy-chapter-1:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Granular deployment guide for Azure Policy architecture, focusing on
    the fundamentals of constructing custom JSON definitions. Explains parameter declaration,
    execution contexts, and mapping policy structures to target enterprise workloads.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Governance & Management
  - Enterprise Governance
  - Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'arinco.com.au: Awesome Azure Policy Chapter 1'
  addition_method: manual
  v2_locations:
  - azure.md
https://arinco.com.au/blog/awesome-azure-policy-chapter-2:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Advanced mechanics of Azure Policy, exploring parameter inheritance,
    deployIfNotExists policies, and automated remediation tasks across massive enterprise
    management groups. Key to achieving continuous compliance without developer bottlenecking.
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Governance & Management
  - Enterprise Governance
  - Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'arinco.com.au: Awesome Azure Policy Chapter 2'
  addition_method: manual
  v2_locations:
  - azure.md
https://arjavdave.com/2021/03/11/continuous-integration-for-ios-on-azure-devops-part-1:
  addition_method: manual
  content_hash: 14e7174c450d87f96de4989197db318984677fc2a2c9f6a3fa27241a2e6216f8
  description: ''
  health_score: 100.0
  last_checked: 1779031115.146295
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'arjavdave.com: Continuous Integration: CI/CD for iOS (Part 1)'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering arjavdave.com:
    Continuous Integration: CI/CD for iOS (Part 1) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://armin.su/ssl-certificates-from-lets-encrypt-for-kubernetes-private-ingress-via-terraform-c9f595ee65fa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030322.851171
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'armin.su: SSL certificates from Let’s Encrypt for Kubernetes Private Ingress''
    via Terraform'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering armin.su:
    SSL certificates from Let’s Encrypt for Kubernetes Private Ingress'' via Terraform
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://arnoldgalovics.com/github-actions-oracle-cloud-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A detailed technical walkthrough showcasing the implementation of automated
    deployment pipelines using GitHub Actions to target Oracle Cloud Infrastructure
    Container Engine for Kubernetes (OKE). It delineates secure OCI API authentication
    configurations, container image construction, and rollout orchestrations. (Live
    Grounding: Represents a standard, practical approach to OKE deployments using
    runners, contrasting with traditional enterprise Jenkins setups).'
  language: YAML/Shell
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code & CI-CD
  - CI-CD Pipelines
  - GitHub Actions
  - Oracle Cloud Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'arnoldgalovics.com: GitHub Actions CI/CD For Oracle Cloud Kubernetes'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://arnoldgalovics.com/java-and-spring-boot-multiline-log-support-for-fluentd-efk-stack:
  addition_method: manual
  content_hash: ab40174b43145730a87eb84fe4f855756c1779a8278c21cf21e51a7863003d20
  description: ''
  health_score: 100.0
  last_checked: 1779033101.696071
  stars: 0
  status: online
  title: 'arnoldgalovics.com: Java and Spring Boot multiline log support for Fluentd''
    (EFK stack)'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://arnoldgalovics.com/java-multiline-logs-fluentd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Solves the complex problem of forwarding multiline stack traces from
    Spring Boot to central logging platforms like Fluentd. It provides clear configuration
    patterns to parse multiline trace logs into structured JSON payloads, preventing
    log fragmentation.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Cloud Native
  - Observability
  - Logging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'arnoldgalovics.com: Java and Spring Boot multiline log support for Fluentd
    (EFK stack)'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://around25.com/blog/horizontal-pod-autoscaler-in-kubernetes:
  addition_method: manual
  content_hash: 446b2ce91d7a490438739e6f05342b4dd4da1e40410dcdb3cabd03ae5488fbaa
  description: ''
  health_score: 100.0
  last_checked: 1779030609.015183
  stars: 0
  status: online
  title: "around25.com: Horizontal Pod Autoscaler in Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://aroworkshop.io:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031729.87525
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aroworkshop.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://arstechnica.com/gadgets/2021/01/centos-is-gone-but-rhel-is-now-free-for-up-to-16-production-servers:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Report on Red Hat's post-CentOS mitigation strategy, which expanded
    free Red Hat Enterprise Linux (RHEL) individual developer subscriptions to support
    up to 16 production nodes, easing the transition for small operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Operating Systems
  - Linux Distributions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'arstechnica.com: CentOS is gone—but RHEL is now free for up to 16 production
    servers'
  addition_method: manual
  v2_locations:
  - linux.md
https://arstechnica.com/gadgets/2021/01/on-the-death-of-centos-red-hat-liaison-brian-exelbierd-speaks:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Behind-the-scenes perspective on the transition to CentOS Stream. Argues
    that CentOS Linux was a dead end that did not contribute back to RHEL, while CentOS
    Stream serves as an active, collaborative innovation platform.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Operating Systems
  - Linux Distributions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'arstechnica.com: Why Red Hat killed CentOS—a CentOS board member speaks'
  addition_method: manual
  v2_locations:
  - linux.md
https://arstechnica.com/gadgets/2022/03/google-calendar-now-lets-paid-users-create-a-booking-page-website:
  addition_method: manual
  content_hash: abce617462e73eccbd59f47f7f085dae3d6f945009ffc9e45f4b1f68be125e8a
  description: ''
  health_score: 100.0
  last_checked: 1779034270.21148
  needs_ai_refresh: true
  stars: 0
  title: 'arstechnica.com: New Google Calendar feature takes the back-and-forth out''
    of scheduling'
  v1_locations:
  - docs/appointment-scheduling.md
  year: N/A
https://artemis.apache.org/components/artemis:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Apache ActiveMQ Artemis is the next-generation messaging broker featuring
    a high-performance, asynchronous non-blocking execution model. Supporting AMQP,
    MQTT, STOMP, and JMS, it represents the primary engine under Red Hat AMQ deployments.
  language: Java
  resource_type: Message Broker
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Enterprise Messaging
  - ActiveMQ Artemis
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Apache ActiveMQ Artemis broker
  addition_method: manual
  v2_locations:
  - message-queue.md
https://artemis.apache.org/components/artemis/documentation/latest/management-console.html:
  addition_method: manual
  content_hash: 7b9cc60f4198de657f6dddf48db83f6b3d8ac9b0dea84bae655fb6f3e9e397f7
  health_score: 100.0
  last_checked: 1779130495.013159
  v1_locations:
  - docs/prometheus.md
https://artemis.apache.org/components/artemis/documentation/latest/using-server.html:
  description: "- [Apache ActiveMQ Artemis Management Console](https://artemis.apache.org/components/artemis/documentation/latest/management-console.html)\n
    \   - [Apache ActiveMQ Artemis Metrics](http://activemq.apache.org/components/artemis/documentation/latest/metrics.html)"
  year: '2026'
  stars: 0
  ai_summary: Operational manual for running ActiveMQ Artemis brokers. Outlines built-in
    administrative consoles, advanced queues monitoring, and direct telemetry integration
    using Micrometer frameworks.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Middleware
  - Messaging Orchestration
  - Artemis Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Apache ActiveMQ Artemis Using the Server
  addition_method: manual
  v2_locations:
  - prometheus.md
https://arthurchiao.art/blog/cracking-k8s-network-policy:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Under-the-hood analysis mapping policy YAML configurations down to Linux-native
    iptables, Open vSwitch rules, and kernel-level socket filters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Security
  - Implementation Under the Hood
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'arthurchiao.art: Cracking Kubernetes Network Policy'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://arthurchiao.art/blog/cracking-k8s-node-proxy:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep-dive technical blog exploring the design principles of the node
    proxy. Compares user-space, iptables, and IPVS proxy modes with performance telemetry
    data.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Core Services
  - kube-proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'arthurchiao.art: Cracking kubernetes node proxy (aka kube-proxy)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - kubernetes-networking.md
https://arthursens.medium.com/risk-analysis-and-security-compliance-in-kube-prometheus-10c8cfb180b8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029513.476504
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'arthursens.medium.com: Risk analysis and security compliance in Kube-prometheus'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering arthursens.medium.com:
    Risk analysis and security compliance in Kube-prometheus in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://artifacthub.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The authoritative, CNCF-hosted decentralized web hub designed for discovering,
    installing, and monitoring cloud-native packages. It aggregates active Helm charts,
    Kubernetes operators, Tekton tasks, and OCI artifacts with comprehensive security
    and maintenance tracking.
  language: Go
  resource_type: Web Portal
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Chart Discovery
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Artifact Hub \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://artifacthub.io/packages/helm/choerodon/nexus3:
  addition_method: manual
  ai_summary: An active Helm package designed to configure and orchestrate Sonatype
    Nexus3 instances. It handles data persistence, ingress routing, and performance
    tuning configurations optimized for enterprise container workloads.
  complexity: Intermediate
  description: ''
  hierarchy:
  - Application Delivery
  - Helm
  - Registries
  is_microservice: false
  language: English
  resource_type: Chart
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Choerodon Nexus3 \U0001F31F"
  v2_locations:
  - helm.md
  year: '2024'
  last_checked: 1781735960.433
https://artifacthub.io/packages/helm/mlflowserver/mlflow-server:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Official or community Helm Chart designed to bootstrap a highly available
    MLflow tracking and registry server inside a Kubernetes cluster. Streamlines configuring
    databases, AWS S3 / MinIO backend stores, and ingress mechanisms required for
    cloud-native model lifecycle management.
  language: YAML
  resource_type: Helm Chart
  complexity: Advanced
  hierarchy:
  - MLOps
  - Kubernetes
  - Artifact Registration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'artifacthub.io: mlflow-server'
  addition_method: manual
  v2_locations:
  - mlops.md
https://artifacthub.io/packages/helm/oteemo/sonarqube:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Provides community Helm templates to install SonarQube onto Kubernetes
    nodes. Supports production deployments utilizing stateful postgres instances and
    customizable security boundaries.
  language: YAML
  resource_type: Configuration
  complexity: Advanced
  hierarchy:
  - Continuous Integration
  - Code Quality
  - Kubernetes Deployment
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: hub.helm.sh/charts/oteemo/sonarqube
  addition_method: manual
  v2_locations:
  - sonarqube.md
https://artifacthub.io/packages/helm/prometheus-community/kube-prometheus-stack:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The standard Helm chart package representing the Kubernetes Prometheus
    Operator stack. Streamlines deployment of custom resources like ServiceMonitors
    and PrometheusRules.
  language: None
  resource_type: Plugin
  complexity: Advanced
  hierarchy:
  - Cloud Native Platforms
  - Kubernetes
  - Helm Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "prometheus-community/kube-prometheus-stack \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://artifacthub.io/packages/helm/stable/cluster-autoscaler:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: The official Helm chart for deploying Kubernetes Cluster Autoscaler.
    Dynamically adjusts the size of the Kubernetes cluster by provisioning or terminating
    nodes based on pending pod requirements and node utilization. Serves as a fundamental
    operations standard across cloud provider runtimes.
  language: Go
  resource_type: Helm Chart
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Cluster Autoscaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hub.helm.sh: cluster-autoscaler'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://artifacthub.io/packages/search?repo=haproxytech:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official, production-grade Helm packages for HAProxy load balancers
    and Ingress Controllers. They offer high-performance routing, custom security
    profiles, proxy-protocol support, and robust SSL/TLS termination configs suitable
    for web traffic at scale.
  language: YAML
  resource_type: Chart Registry
  complexity: Intermediate
  hierarchy:
  - Networking & Ingress
  - Ingress Controllers
  - HAProxy Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "artifacthub.io: Official Helm charts for HAProxy and the HAProxy Kubernetes
    Ingress Controller on Artifact Hub \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://artifacthub.io/packages/search?ts_query_web=awx&sort=relevance&page=1:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Helm Charts indexing service for AWX deployments on Kubernetes. While
    the AWX Operator is the official, Red Hat-endorsed packaging system, third-party
    and legacy Helm Charts exist to satisfy custom, manifest-driven deployment architectures.
  language: YAML
  resource_type: Helm Chart Catalog
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Helm
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'artifacthub.io: Helm Charts - AWX'
  addition_method: manual
  v2_locations:
  - ansible.md
https://artificialconfidence.com/p/artificial-confidence-the-spec-for:
  addition_method: automatic
  ai_summary: A comprehensive twelve-point architectural specification defining the
    requirements for an 'agent-native' cloud environment. The article details how
    modern computing infrastructure must evolve to handle autonomous agent requirements—such
    as ephemeral micro-sandboxes, persistent state machines, and non-interactive execution
    pipelines—and compares early implementations by Vercel and Cloudflare.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 3297c47240a5ad551519dba6afbd7ab8863188fc2bb51e3f19250136dc9d3d1e
  description: A twelve-point spec for what an agent-native cloud actually needs to
    look like.
  hierarchy:
  - Cloud Architecture
  - Next-Gen Cloud Infrastructure
  - Agentic Systems
  is_microservice: false
  language: en
  last_checked: 1780352292.588405
  reputation_status: Vetted
  reputation_summary: Vetted and heavily discussed architectural specification across
    platforms like Hacker News and X, detailing infrastructure changes required for
    agentic workflows.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (QuinnyPig)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  - CASE STUDY
  title: 'Artificial Confidence: The Spec for the Agent-Native Cloud'
  year: '2026'
https://artoftesting.com/sql-queries-for-interview:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A practical SQL query cookbook focusing on technical interview situations.
    Demonstrates complex nested joins, window analytic functions, indexing patterns,
    and deduplication queries under high-performance criteria.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Database & SQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'artoftesting.com: Top 40 SQL Query Interview Questions and Answers for Practice'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://arun-sisodiya.medium.com/kyverno-a-policy-manager-for-kubernetes-286f6e082062:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029154.592129
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'arun-sisodiya.medium.com: Kyverno — A Kubernetes native policy manager (Policy''
    as Code)'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering arun-sisodiya.medium.com:
    Kyverno — A Kubernetes native policy manager (Policy'' as Code) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://asciiflow.com:
  description: ''
  addition_method: manual
  content_hash: 2a7bca173bfbf450a20db316ed20f18c6d034406626db64b202117f226e7b5c3
  health_score: 100.0
  last_checked: 1779031122.246548
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: ASCIIFlow is a highly practical, browser-based editor used to design
    clear, text-based ASCII flowcharts and architecture diagrams. It is widely valued
    by software engineers and systems architects for embedding clean diagrams directly
    into markdown readme files, codebases, and configuration headers. This straightforward
    design utility simplifies collaborative technical documentation across teams.
  language: TypeScript
  resource_type: Web Tool
  complexity: Beginner
  hierarchy:
  - Documentation
  - Diagramming
  - Developer Tooling
  is_microservice: false
  title: ASCIIFlow
https://asdf-vm.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: An extensible CLI runtime version manager that unifies environment configurations
    (Node.js, Ruby, Python, Elixir, Go, and more) under a single .tool-versions file.
    Successfully eliminates environment drift across development machines and CI runners
    via a robust plugin-driven architecture.
  language: Shell
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Local Developer Environment
  - Version Management
  - Multi-Language Runtimes
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "ASDF \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops-tools.md
  - linux-dev-env.md
https://ashishtechmill.com/cicd-workflow-for-spring-boot-application-on-kubernetes-via-skaffold:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030886.422246
  stars: 0
  title: 'ashishtechmill.com: CI/CD Workflow for Spring Boot Application on Kubernetes''
    via Skaffold'
  v1_locations:
  - docs/scaffolding.md
  year: N/A
https://ashishtechmill.com/demystifying-google-container-tool-jib-java-image-builder:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031148.865666
  stars: 0
  status: online
  title: 'ashishtechmill.com: Demystifying Google Container Tool Jib: Java Image Builder'
  v1_locations:
  - docs/maven-gradle.md
  year: N/A
https://asishmm.medium.com/discussion-on-horizontal-pod-autoscaler-with-a-demo-on-local-k8s-cluster-81694c09f818:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032586.731728
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'asishmm.medium.com: Discussion on Horizontal Pod Autoscaler with a demo''
    on local k8s cluster'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering asishmm.medium.com:
    Discussion on Horizontal Pod Autoscaler with a demo'' on local k8s cluster in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://asonisg.medium.com/multi-tenancy-with-kubernetes-part-1-8ac4e5083e31:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032087.696573
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'asonisg.medium.com: Multi-tenancy with Kubernetes (Part-1)'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering asonisg.medium.com:
    Multi-tenancy with Kubernetes (Part-1) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://astrofrog.github.io/blog/2016/01/12/stop-writing-python-4-incompatible-code:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Warns against brittle version check logic (e.g., hardcoded string indexing
    or strict `sys.version_info[0] == 3`) that would fail when Python 4 releases.
    Suggests robust check alternatives. This architectural guide remains highly relevant
    for legacy and enterprise codebase preservation.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Compatibility
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Stop writing code that will break on Python 4!
  addition_method: manual
  v2_locations:
  - python.md
https://atareao.es/ubuntu/tuneles-ssh:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Practical guide in Spanish focusing on local, remote, and dynamic SSH
    port forwarding. Clarifies complex traffic redirection patterns to bypass firewall
    obstacles and secure local development setups.
  language: Spanish
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Tunnels
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Túneles SSH
  addition_method: manual
  v2_locations:
  - linux.md
https://atodorov.me/2020/06/14/comparing-kubernetes-managed-services-across-digital-ocean-scaleway-ovhcloud-and-linode:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Compares managed Kubernetes offerings from secondary cloud providers:
    DigitalOcean, Scaleway, OVHCloud, and Linode. It analyzes storage driver speeds,
    control plane SLA pricing, and API version support. This evaluation helps teams
    design multi-cloud setups and avoid the cost overhead associated with tier-1 hyperscalers.'
  language: None
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Platform Architecture
  - Cloud Providers
  - Managed Kubernetes Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'atodorov.me: Comparing Kubernetes managed services across Digital Ocean,
    Scaleway, OVHCloud and Linode'
  addition_method: manual
  v2_locations:
  - matrix-table.md
https://atodorov.me/2021/02/27/why-you-should-take-a-look-at-nomad-before-jumping-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details why startups and lean organizations should evaluate Nomad prior
    to adopting Kubernetes. Emphasizes native scheduling of non-containerized, native
    executables and Windows workloads.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - HashiCorp Nomad
  - Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'atodorov.me: Why you should take a look at Nomad before jumping on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://atul-agrawal.medium.com/library-vs-service-vs-sidecar-ff5a20b50cad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032244.687101
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'atul-agrawal.medium.com: Library vs Service vs Sidecar'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering atul-agrawal.medium.com:
    Library vs Service vs Sidecar in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://austingil.com/vs-code-timeline-restores-work-git-cant:
  description: ''
  addition_method: manual
  content_hash: 868ac83fb8954984fdee276c2d5158b3357255def262941c5ba5eb0433e36419
  health_score: 100.0
  last_checked: 1779033424.539943
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: Highlights VS Code's Local History/Timeline feature, which functions
    as an independent tracking database. It enables structural code recovery for uncommitted
    files even when Git staging lists are purged or reset.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Version Control Integration
  is_microservice: false
  title: "austingil.com: VS Code Timeline Restores Lost Work That Git Can’t \U0001F31F"
https://auth0.com/blog/deployment-strategies-in-kubernetes:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Explores production-grade Kubernetes deployment models. Analyzes rolling
    update nuances, proxy-level routing switches, and the integration of automated
    rollback hooks to isolate deployment errors.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Deployments
  - Strategies
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'auth0.com: Deployment Strategies In Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://auth0.com/blog/java-spring-boot-microservices:
  description: ''
  addition_method: manual
  content_hash: 04f846133c521d65f8e98592be2aed41f96ada1fa39783b85d545caa250f4cfa
  health_score: 100.0
  last_checked: 1779029628.880526
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: A detailed tutorial for constructing secure, modular Java microservices
    using Spring Boot, Spring Cloud, and OAuth2/OIDC. Although service meshes have
    taken over some Spring Cloud networking logic, these client-side application patterns
    remain a core standard in 2026 enterprise architectures.
  language: Java
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Modern Java
  - Frameworks
  - Spring Cloud
  is_microservice: true
  title: 'auth0.com: Java Microservices with Spring Boot and Spring Cloud'
https://auth0.com/blog/kubernetes-secrets-management:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demystifies Kubernetes Secrets by addressing their default unencrypted
    base64 storage. Synthesizes strategies using cloud-managed KMS envelope systems,
    HashiCorp Vault integrations, and Secrets Store CSI Drivers.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - Encryption
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'auth0.com: Shhhh... Kubernetes Secrets Are Not Really Secret!'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://auth0.com/blog/kubernetes-tutorial-step-by-step-introduction-to-basic-concepts:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A structured, hands-on tutorial guiding users through local cluster
    deployment using Minikube. Explains crucial developer concepts including cluster
    networking, Service discovery, and managing persistent application states.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Tutorials
  - Deployment Workflow
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'auth0.com: Kubernetes Tutorial - Step by Step Introduction to Basic Concepts'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://auth0.com/blog/webauthn-and-passkeys-for-java-developers:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A developer-focused guide to building passwordless authentication flows
    in Java web applications using WebAuthn APIs. Covers credential registration mechanics,
    client signature verification, and security practices for modern passkeys.
  language: English
  resource_type: Technical Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Access Management
  - Passwordless Authentication
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'auth0.com: A Passwordless Future! Passkeys for Java Developers'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://auto-api.dev:
  description: '- [github.com/highmobility](https://github.com/highmobility)'
  year: '2026'
  stars: 3
  ai_summary: A technical portal representing High Mobility's Auto API initiatives.
    It outlines structured vehicle telemetry standards and standardized JSON payloads
    to bridge the gap between automotive hardware and cloud-native application developers.
  language: English
  resource_type: Documentation Portal
  complexity: Intermediate
  hierarchy:
  - Domain APIs
  - Automotive
  - API Standardization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: auto-api.dev
  addition_method: manual
  v2_locations:
  - developerportals.md
https://autodotes.com/posts/s90PP9397WYTsAWaRapd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A robust troubleshooting guide compiling common pitfalls, anti-patterns,
    and direct remedies for everyday Kubernetes operation. It spans topics from service
    networking misconfigurations to persistent volume mounting failures. This resource
    provides clear checklists to help platform engineers accelerate incident resolution
    times.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Kubernetes Troubleshooting Guide: Common Pitfalls and Solutions'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
  - devops.md
  - kubernetes-troubleshooting.md
https://automated-360.com/integration/how-to-perform-code-quality-check-for-selenium-test-automation:
  addition_method: manual
  content_hash: 570f9690cfa86d602471769cd42587ad65afbb1a0765fbf1145f3ce3ecb0a897
  description: ''
  health_score: 100.0
  last_checked: 1779034432.842164
  stars: 0
  status: online
  title: '==automated-360.com: How to perform Code Quality Check for Selenium Test''
    Automation? (SonarQube)=='
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://automatetheboringstuff.com:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An industry staple for constructing lightweight, robust system automation
    scripts. Demystifies programmatic file manipulation, web scraping configurations,
    PDF/Word document handling, and automation of repetitive user interfaces.
  language: Python
  resource_type: Book
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Automation
  - Scripting Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automatetheboringstuff.com: Automate the Boring Stuff with Python'
  addition_method: manual
  v2_locations:
  - python.md
https://automationqahub.com/common-cypress-interview-questions:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Investigates Cypress automation framework architecture. Contrasts its
    in-browser node execution loop against legacy WebDriver protocols, highlighting
    direct control of application states.
  language: JavaScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Testing
  - UI Automation
  - Cypress
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'automationqahub.com: The Ultimate List of Cypress Interview Questions'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationqahub.com/how-to-build-playwright-page-object-model:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: Focuses on implementing the Page Object Model (POM) pattern in Playwright
    to decouple test cases from raw element selectors and action logic. Demonstrates
    structuring page objects using TypeScript/JavaScript classes, showing how Playwright's
    auto-waiting capabilities drastically simplify clean structural design.
  language: TypeScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Design Patterns
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'automationqahub.com: How to build a Playwright Page Object Model'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://automationqahub.com/how-to-configure-multiple-environments-in-playwright:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Details how to configure and switch target execution environments (such
    as Dev, Staging, and Production) within a Playwright testing suite. Covers utilizing
    environmental variables, configuring distinct Playwright project definitions,
    and injecting custom base URLs dynamically to avoid hardcoded endpoints.
  language: TypeScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Configuration Management
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'automationqahub.com: How to Configure multiple environments in Playwright'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://automationqahub.com/how-to-do-mobile-automation-using-appium-2-0:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: Evaluates the decoupled architecture of Appium 2.0, where mobile drivers
    (like UIAutomator2 and XCUITest) and plugins are installed independently from
    the core CLI. Explains the command line utilities to manage drivers, configure
    server execution parameters, and adapt existing test scripts to the upgraded ecosystem.
  language: JavaScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Mobile Automation
  - Appium Core
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'automationqahub.com: How to get started with Appium 2.0'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://automationqahub.com/how-to-install-playwright-tool:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Details the initialization and low-level installation of Microsoft Playwright,
    a modern end-to-end testing library. Outlines how to install browser binaries,
    configure the playwright.config file, and set up headless and headed runs across
    Chromium, WebKit, and Firefox with single-command ease.
  language: TypeScript
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Playwright Setup
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'automationqahub.com: How to Configure Playwright'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://automationqahub.com/how-to-publish-extentreport-using-jenkins:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Shows how to integrate the Jenkins HTML Publisher plugin to generate
    interactive ExtentReport test reports inside build views. *Curator Insight*: Publishing
    test metrics. *Live Grounding*: Essential for making automation test feedback
    available inside build dashboards.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Code Quality
  - Test Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationqahub.com: How To Publish ExtentReport Using Jenkins'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://automationqahub.com/latest-api-testing-interview-questions-and-answers:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A concise roadmap evaluating core concepts of web service API validation
    structures. Details functional request testing, HTTP status assert mapping, and
    structural performance validations in automated integration scopes.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - API & Automation Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'automationqahub.com: Latest API Testing Interview Questions And Answers'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationqahub.com/latest-rest-assured-interview-questions:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Deep-dive into Rest Assured framework mechanics for validating HTTP
    endpoints. Evaluates request/response logging, authentication mechanisms, custom
    deserialization engines, and structural JSON assertions.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Testing
  - API Automation
  - REST Assured
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationqahub.com: Latest Rest Assured Interview Questions'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationqahub.com/latest-selenium-interview-questions-and-answers:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A comprehensive list of interview questions targeting browser-based
    Selenium test suites. Explains element locator strategies, synchronization waits,
    and optimization patterns for Page Object Model setups.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Selenium Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationqahub.com: The Ultimate List of Selenium Interview Questions'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationqahub.com/mastering-git-your-ultimate-git-cheat-sheet-for-quick-reference:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A comprehensive, production-ready Git reference sheet. Synthesizes key
    command structures for staging, branch synchronization, merging mechanics, state
    backtracking, and log tracking.
  language: None
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Reference Vaults
  - Git & Version Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "automationqahub.com: The Ultimate Git Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationqahub.com/popular-software-testing-interview-questions:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Comprehensive software testing reference mapping manual testing strategies,
    automated validation practices, test design methodologies, and classic bug lifecycle
    patterns.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Testing
  - Fundamentals
  - QA Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationqahub.com: Top Software Testing Interview Questions'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2020/02/top-18-docker-commands-for-aytomation.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A structured compilation of fundamental Docker CLI diagnostics commands.
    Guides engineers through inspecting layer details, logs, network spaces, and system
    usage stats.
  language: Bash
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Container Basics
  - Docker Commands
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "Top 18 Docker commands for Automation Tester/Devops/SDET/Test Lead? \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://automationreinvented.blogspot.com/2020/06/top-30-interview-questions-on.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: SDET-focused question sets targeting dynamic script writing, grid infrastructures,
    exception handling frameworks, and automated test optimization procedures in Selenium.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Selenium Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationreinvented.blogspot.com: Top 30 Interview Questions on Automation
    Testing - Selenium for SDET/Automation QA?'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2020/09/top-11-kubernetes-interview-question.html:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Tactical breakdown of core Kubernetes constructs targeted at system
    verification and automated QA architectures. Analyzes scheduling, ReplicaSet control
    loops, and environment variable injections.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Container Orchestration
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'automationreinvented.blogspot.com: Top 11 Kubernetes interview question
    and answers for SDET Devops QA SET-01?'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2020/10/top-11-kubernetes-interview-questions.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A curated roadmap outlining standard cluster operations and debugging
    procedures for DevOps and QA engineering candidates. Focuses on kubectl command
    structures, scheduling policies, and network ingress troubleshooting.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationreinvented.blogspot.com: Top 11 kubernetes interview questions
    for SDET/DevOps SET-02? Kubernetes deployment commands'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2020/11/top-30-api-testing-interview-questions.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Contains SDET-focused interview questions highlighting API validation
    workflows. Emphasizes the use of REST-Assured for setting up automated testing
    pipelines, processing HTTP headers, and verifying JSON response payloads.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - API & Automation Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'automationreinvented.blogspot.com: Top 30 API Testing Interview Questions
    & Answers for SDET/API Automation-Rest Assured? SET-03'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2020/11/top-interview-question-on-kubernetes.html:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Focused architectural analysis of the Kubernetes ReplicaSet controller.
    Evaluates the difference between Deployments and ReplicaSets, selector configuration,
    and partition recovery methods during failover phases.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Container Orchestration
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'automationreinvented.blogspot.com: Top Interview Question on Kubernetes
    for SDET/Devops Set-03? ReplicaSet in K8S'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2021/01/top-60-interview-questions-on.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Broad UI automation preparation set evaluating Selenium WebDriver API
    combined with TestNG assertions. Covers dynamic wait mechanisms, Page Object Pattern
    configurations, and multi-thread test runs.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Testing
  - UI Automation
  - Selenium
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationreinvented.blogspot.com: Top 70 interview questions on Automation
    Testing-Selenium-TestNG Set-06? TestNG Tricky Interview questions 2021 for SDET-QAE?'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2021/02/how-to-run-test-selenium-tests-from.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Explores building a continuous integration loop using TestNG, Maven,
    and Jenkins for Java-based Selenium suites. Focuses on setting up TestNG execution
    profiles in pom.xml and designing clean Jenkins pipeline steps to build and run
    test suites from the command line. Provides robust configurations for handling
    target environments dynamically.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Continuous Integration
  - Build & Deploy Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "automationreinvented.blogspot.com: How to run selenium tests from Jenkins?
    Maven and Jenkins Integration with Testng-Selenium? Run selenium maven project
    from command line? \U0001F31F"
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://automationreinvented.blogspot.com/2021/03/top-40-api-testing-interview-question.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Core API testing guide investigating HTTP status behaviors, serialization
    pipelines, contract testing, security headers, and mock API service strategies
    within test suites.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Testing
  - API Automation
  - QA Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationreinvented.blogspot.com: Top 40 API Automation testing interview
    question for SDET and Automation QA ?'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2021/05/how-to-schedule-job-in-jenkins-pipeline.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Walks through cron syntax integrations inside declarative pipelines
    to handle nightly build operations and scheduled automation triggers. *Curator
    Insight*: Scheduled job triggers. *Live Grounding*: Critical for configuring resource-intensive
    smoke tests to execute during low-traffic windows.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Job Triggering
  - Cron Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationreinvented.blogspot.com: How to schedule a job in Jenkins pipeline?
    How to run automation suite everyday with auto trigger scheduler?'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://automationreinvented.blogspot.com/2021/05/top-git-interview-question-set-03-for.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: QA and DevOps-focused Git interview questions covering commit cherry-picking
    actions, reflog rollback steps, cleanup commands, git hooks integration, and pull
    request workflows.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Git & Version Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationreinvented.blogspot.com: Top GIT Interview question Set-03 for
    SDET/Testers/Developers/DevOps?'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2021/06/how-to-send-email-notification-in.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Shows how to write custom Groovy scripts to generate context-aware
    email notifications at key stages of pipeline execution. *Curator Insight*: Custom
    notifications. *Live Grounding*: Though legacy compared to modern Slack/Teams
    webhooks, it remains widely used in enterprise setups.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Configuration Management
  - Notifications
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'automationreinvented.blogspot.com: How to send email notification in Jenkins
    using Groovy Script?'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://automationreinvented.blogspot.com/2021/08/how-to-create-parameterized-job-in.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A guide illustrating how to set up runtime input parameters inside
    Jenkins to enable selective builds. *Curator Insight*: Parameter setups. *Live
    Grounding*: Key paradigm for allowing operators to input custom variables like
    deployment targets during ad-hoc pipelines.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI/CD Pipelines
  - Configuration Management
  - Parameterized Builds
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationreinvented.blogspot.com: How to create parameterized job in Jenkins?
    What is parameterized build in Jenkins?'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://automationreinvented.blogspot.com/2021/09/top-10-jenkins-interview-question-for.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curated technical questions addressing Jenkins usage inside SDET and
    automated QA execution chains. Focuses on Jenkinsfile schema execution, parameterized
    triggers, and automatic test reporting engines.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD
  - Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationreinvented.blogspot.com: Top 10 Jenkins Interview Question for
    SDET - DevOps - Automation QA?'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2021/09/top-40-git-interview-questions-and.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A curated list of functional Git command scenarios and branch management
    designs. Addresses standard branch methodologies, diff analysis, submodules handling,
    and branch security policies.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Git & Version Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationreinvented.blogspot.com: Top 40 GIT Interview Questions and Answers
    for SDET - DevOps - Automation QA? Useful GIT commands to refer for daily DevOps
    Tasks?'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2021/12/top-20-jenkins-interview-questions-and.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Advanced preparation guide detailing Jenkins-as-Code setups. Evaluates
    Jenkins Shared Library patterns, parallel build processes, workspace management,
    and dynamic node provisioning configurations.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD
  - Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationreinvented.blogspot.com: Top 20 Jenkins Interview Questions and
    Answers 2022 for SDET - DevOps - Automation QA? Refer for Getting pro in Jenkins'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2022/03/top-80-api-testing-interview-questions.html:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Extended collection of 80 API testing problems assessing serialization
    boundaries, integration mocking, authentication tokens (JWT/OAuth), and continuous
    REST endpoint verification techniques.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Testing
  - API Automation
  - QA Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationreinvented.blogspot.com: Top 80 API Testing Interview Questions
    for QA and SDET ? API Interview Questions 2022'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationreinvented.blogspot.com/2022/03/what-is-json-schema-and-how-to-perform.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines strategies to implement dynamic JSON Schema validations inside
    automated REST API testing pipelines using the Rest Assured Java framework. Assures
    structural contract compliance for microservices.
  language: Java
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Data Modeling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'automationreinvented.blogspot.com: What is Json Schema and how to perform
    schema validation using Rest Assured?'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://automationreinvented.blogspot.com/search/label/Kubernetes?m=1:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Centralized compilation of blog references addressing Kubernetes object
    deployments, custom controller actions, and best practices for configuring enterprise
    microservices boundaries.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Container Orchestration
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'automationreinvented.blogspot.com: kubernetes posts'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://automationscript.com/how-to-read-console-output-in-jenkins-pipeline:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Guides engineers on programmatic methods to read, parse, and parse
    Jenkins execution console outputs within pipeline structures. *Curator Insight*:
    Pipeline execution console logs. *Live Grounding*: Crucial for developers building
    custom automation loops that rely on upstream build statuses.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Observability
  - Logging & Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'automationscript.com: How To Read Jenkins Build Log Console Output'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://automationscript.com/parallel-execution-in-selenium-using-jenkins:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Details how to configure parallel execution of Selenium test suites
    on Jenkins nodes to dramatically reduce execution feedback loops. It outlines
    distributing tests across multiple Jenkins executors or external grids using frameworks
    like TestNG or Maven Surefire. Highly useful for high-throughput enterprise continuous
    delivery systems.
  language: None
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Continuous Integration
  - Parallel Testing
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'automationscript.com: Parallel Execution In Selenium Using Jenkins'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://awesome-architecture.com:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: A curated knowledge portal aggregating patterns, architectural templates,
    and engineering articles regarding distributed systems, cloud design, and high-concurrency
    microservices. Useful for staff engineers designing high-throughput, fault-tolerant
    networks.
  language: N/A
  resource_type: Web Portal
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Software Architecture
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "awesome-architecture.com: \U0001F3A8 Awesome Software Architecture \U0001F31F"
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://awesome-go.com:
  addition_method: manual
  content_hash: d56b953bb64fc8fa1f8ee3f641243bacc307fc5dc92c07db31afc59314f14f56
  description: ''
  health_score: 100.0
  last_checked: 1779032405.638766
  needs_ai_refresh: true
  stars: 0
  title: awesome-go.com
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
  is_special: true
https://awesome-kubernetes.readthedocs.io:
  addition_method: manual
  content_hash: 31f27f5ea923b800ad40b77d77806eeb32d4e2bec4ff491d8d590b29445d6e31
  health_score: 100.0
  last_checked: 1779030238.535195
  v1_locations: []
https://awesome-kubernetes.readthedocs.io/kubernetes:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Vast repository of free high-quality Kubernetes ebooks, configuration
    sheets, and security manuals curated by the open-source community. Covers container
    security hardening, network topology routing, and scale limits. Highly recommended
    for continuous self-guided study.
  language: English
  resource_type: Resource Hub
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Resources & Ebooks
  - Kubernetes Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Kubernetes e-Books
  addition_method: manual
  v2_locations:
  - openshift.md
https://awesome.jimmysong.io:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A central web portal framing the CNCF landscape, offering production-tested
    system diagrams, cloud architectural patterns, and guides. Essential for platform
    architects implementing service meshes, GitOps pipelines, and multi-tenant containers.
  language: N/A
  resource_type: Web Portal
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Ecosystem
  - Cloud Native Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Awesome Cloud Native
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://awesomeopensource.com/project/William-Yeh/ansible-prometheus:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032181.926364
  stars: 0
  title: awesomeopensource.com/project/William-Yeh/ansible-prometheus
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://awesomeopensource.com/project/cloudposse/terraform-aws-multi-az-subnets:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030352.669833
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awesomeopensource.com: Terraform Aws Multi Az Subnets'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awesomeopensource.com:
    Terraform Aws Multi Az Subnets in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awesomeopensource.com/project/sirredbeard/Awesome-WSL:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030827.190713
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Awesome WSL
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - other-awesome-lists.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Awesome
    WSL in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://awesomeopensource.com/projects/cidr:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030228.414618
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github \U0001F31F"
  v1_locations:
  - docs/networking.md
  - docs/other-awesome-lists.md
  v2_locations:
  - networking.md
  - other-awesome-lists.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering awesomeopensource.com:
    The Top 110 Cidr Open Source Projects on Github \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://awesomerank.github.io/lists/janikvonrotz/awesome-powershell.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An automatically ranked rendering of the Awesome PowerShell directory,
    categorizing contributions by community engagement and updates. It provides engineers
    with instant visibility into which PowerShell modules are actively maintained
    versus those that have lapsed into legacy status.
  language: N/A
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Developer Tools
  - Scripts
  - PowerShell
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'awesomerank.github.io: janikvonrotz/awesome-powershell'
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
? https://awkwardferny.medium.com/setting-up-distributed-tracing-with-opentelemetry-jaeger-in-kubernetes-ingress-nginx-cfdda7d9441d
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030538.481944
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awkwardferny.medium.com: Setting up Distributed Tracing in Kubernetes with''
    OpenTracing, Jaeger, and Ingress-NGINX'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awkwardferny.medium.com:
    Setting up Distributed Tracing in Kubernetes with'' OpenTracing, Jaeger, and Ingress-NGINX
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws-latency.altaircp.com:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: An essential community-built utility for testing regional latencies
    directly from client browsers to AWS data centers. Critical for architects choosing
    optimal regions for low-latency interactive applications and global disaster recovery
    architectures.
  language: English
  resource_type: blog
  complexity: beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Performance Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Find the fastest region from your location
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws-observability.github.io/terraform-aws-observability-accelerator:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The AWS Observability Accelerator is an official collection of production-grade
    Terraform modules. Quickly configures and installs ADOT, Amazon Managed Service
    for Prometheus, and Grafana on Amazon EKS clusters.
  language: HCL
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "aws-observability.github.io: AWS Observability Accelerator for Terraform
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://aws-observability.github.io/terraform-aws-observability-accelerator/eks/tracing:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A specialized sub-section of the AWS Observability Accelerator focusing
    exclusively on tracing strategies on EKS. Details provisioning of ADOT Collector
    sidecars, OpenTelemetry APIs, and AWS X-Ray integration frameworks.
  language: HCL
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws-observability.github.io: Tracing on Amazon EKS'
  addition_method: manual
  v2_locations:
  - terraform.md
https://aws-quickstart.github.io/quickstart-eks-rancher:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Official AWS Quick Start reference guide for standing up Rancher on
    AWS. This architecture installs Rancher on an Amazon EKS cluster, giving enterprise
    operations teams a unified interface to govern multiple downstream clusters, enforce
    unified RBAC models, and manage complex multi-tenant environments.
  language: HCL
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Rancher Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws-quickstart.github.io: Rancher on the AWS Cloud. Quick Start Reference
    Deployment'
  addition_method: manual
  v2_locations:
  - rancher.md
  - aws-containers.md
https://aws.amazon.com:
  description: ''
  year: '2013'
  stars: 0
  ai_summary: 'A managed configuration management platform utilizing Chef or Puppet
    layers. *2026 Engineering Reality*: Now classified as legacy, with standard DevOps
    workflows adopting AWS Systems Manager (SSM) and Terraform for infrastructure
    automation.'
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Configuration Management
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: AWS OpsWorks
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/about-aws:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Extends the VM Import/Export service to support the migration of virtual
    machines using UEFI (Unified Extensible Firmware Interface) bootloader architectures.
    This standardizes migration pipelines for modern on-premises systems, bypassing
    tedious BIOS-conversion steps. It enables automated VM transition directly into
    modern EC2 nitro-based instance types.
  language: English
  resource_type: Service Feature
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Migration
  - VM Import Export
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: EC2 VM Import/Export now supports migration of virtual machines with Unified
    Extensible Firmware Interface (UEFI) boot to AWS
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/global-infrastructure/innovation/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=n/a&linkId=951858139
: addition_method: automatic
  ai_summary: An official architectural overview of the AWS Global Infrastructure,
    highlighting the innovations in server design, custom silicon (Graviton/Trainium/Inferentia),
    cooling technologies, and networking topology. This page describes how AWS maintains
    regional isolation and high-availability zones to power mission-critical workloads
    worldwide. It serves as an essential reference for cloud architects looking to
    understand physical layer redundancy and infrastructure-level security baselines.
  category: aws-architecture
  complexity: intermediate
  content_hash: de3cea21e06278d53227a3f26c4ab81aed588d2a9d93b79a8918b5ad7f774ac7
  description: Explore how AWS designs and builds its global infrastructure to deliver
    high availability, low latency, and secure cloud services.
  hierarchy:
  - Cloud Providers
  - AWS
  - Global Infrastructure
  is_microservice: false
  language: en
  last_checked: 1780352828.641312
  reputation_status: Vetted
  reputation_summary: Official AWS Cloud Infrastructure documentation showcasing hardware
    innovation and global data center standards.
  resource_type: documentation
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: AWS Global Infrastructure Innovation
  year: '2026'
https://aws.amazon.com/about-aws/global-infrastructure/localzones/locations:
  description: ''
  addition_method: manual
  content_hash: 5d21888d9fa3ce0ad76da7aa0dc95ff42a4fbbdf554692b179caa2b2fd61f466
  health_score: 100.0
  last_checked: 1779029163.365494
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: Official matrix detailing geographic distributions and architectural
    specifications of AWS Local Zones. Designed for low-latency processing, these
    zones deploy compute, storage, and database services adjacent to major industrial
    hubs, bridging Edge topologies with core Regions.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Infrastructure
  is_microservice: false
  title: AWS Local Zones locations
? https://aws.amazon.com/about-aws/whats-new/2015/12/aws-cloudformation-adds-support-for-aws-waf-and-aws-directory-service-for-microsoft-active-directory
: addition_method: manual
  content_hash: bbc82c144edf66a97ce1a76d1d4d435cb51f7f8c9e503aef868b88b2a1770d90
  health_score: 64.0
  last_checked: 1779130494.987928
  v1_locations:
  - docs/aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2015/12/now-add-or-modify-request-headers-forwarded-from-amazon-cloudfront-to-origin:
  addition_method: manual
  content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36
  description: ''
  health_score: 100.0
  last_checked: 1779031255.563905
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: Now Add or Modify Request Headers Forwarded From Amazon CloudFront to Origin
  v1_locations:
  - docs/aws-newfeatures.md
  v2_locations:
  - aws-newfeatures.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Now Add
    or Modify Request Headers Forwarded From Amazon CloudFront to Origin in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/about-aws/whats-new/2016/01/aws-schema-conversion-tool-postgresql-support:
  addition_method: manual
  ai_summary: Curator Insight chronicles the historical release when AWS SCT introduced
    target support for Amazon RDS PostgreSQL. Live Grounding indicates that this addition
    laid the groundwork for open-source migrations of commercial PL/SQL and T-SQL.
    Included for tracing AWS ecosystem historical growth.
  complexity: Intermediate
  content_hash: 248608be4c8c7eeb3888e936450726ab9887d5a4b72283c39a8e742c6c1b6ca0
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Database Migration
  - Legacy Releases
  is_microservice: false
  language: English
  last_checked: 1779029366.864838
  resource_type: Release Announcement
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: AWS Schema Conversion Tool now supports PostgreSQL as conversion target
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: '2016'
? https://aws.amazon.com/about-aws/whats-new/2016/04/aws-config-rules-now-available-in-4-new-regions-us-west-oregon-eu-ireland-eu-frankfurt-and-asia-pacific-tokyo
: description: ''
  addition_method: manual
  content_hash: 89f116c915b33a2dfe1fe69797042f7d8093aa60c570fe9ac30a0459a4fc07c2
  health_score: 100.0
  last_checked: 1779030091.082268
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2016'
  ai_summary: This release details the regional expansion of AWS Config Rules, enabling
    continuous compliance auditing and resource monitoring in multiple global zones.
    AWS Config Rules allow operators to evaluate resource configurations against organizational
    standards and security policies dynamically. This multi-region support is architecturally
    significant for companies running highly distributed systems that must comply
    with regional data governance rules.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Compliance & Governance
  - AWS Config
  is_microservice: false
  title: 'AWS Config Rules now available in 4 new regions: US West (Oregon), EU (Ireland),''
    EU (Frankfurt) and Asia Pacific (Tokyo)'
? https://aws.amazon.com/about-aws/whats-new/2016/05/pci-dss-standardized-architecture-on-the-aws-cloud-quick-start-reference-deployment
: description: ''
  year: '2016'
  stars: 0
  ai_summary: Historical release information outlining AWS's automated Quick Start
    reference architecture blueprint for PCI DSS Level 1 compliance. Provides pre-built
    CloudFormation nesting designs designed to construct multi-tier secure enclaves
    on AWS.
  language: English
  resource_type: Announcement
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS
  - Security and Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'PCI DSS Standardized Architecture on the AWS Cloud: Quick Start Reference
    Deployment'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/about-aws/whats-new/2016/06/learn-aws-security-fundamentals-with-free-and-online-training:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Historical training material landing page detailing basic AWS security
    constructs. Highly useful for onboarding developers to the AWS Shared Responsibility
    Model, VPC security groups, IAM users, and primitive API auditing.
  language: English
  resource_type: Educational
  complexity: Beginner
  hierarchy:
  - Cloud Architecture
  - AWS
  - Security and Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Learn AWS Security Fundamentals with Free and Online Training
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/about-aws/whats-new/2016/07/build-a-modular-and-scalable-amazon-vpc-architecture-with-new-quick-start:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: An archetypal reference detailing modular AWS VPC deployment patterns.
    Explores multi-AZ layouts, public/private subnets, and NAT Gateway placements.
    This blueprint remains the structural basis for most automated enterprise VPC
    templates today.
  language: English
  resource_type: documentation
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - VPC Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Build a Modular and Scalable Amazon VPC Architecture with New Quick Start
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-application-load-balancer:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Product release documentation outlining integration of Application Load
    Balancers (ALBs) with Elastic Beanstalk. Unlocks path-based routing, target group
    pooling, and secure WebSocket connections.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Load Balancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: AWS Elastic Beanstalk Supports Application Load Balancer
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-asp-net-core-and-multi-app-net-support:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Highlights the 2016 platform expansion adding native support for ASP.NET
    Core applications and multi-app configuration models in Elastic Beanstalk Windows
    instances.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Application Platform Updates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Elastic Beanstalk Supports ASP.NET Core and Multi-App .NET Support
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-nginx-proxy-server-with-tomcat:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Feature documentation announcing native Nginx reverse proxy configurations
    sitting in front of Apache Tomcat platforms in Beanstalk. Optimizes delivery of
    static assets and client routing.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Web Servers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: AWS Elastic Beanstalk Supports Nginx Proxy Server with Tomcat
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/about-aws/whats-new/2016/08/specifying-the-vpc-for-your-amazon-rds-db-instance:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Documents the structural capability to assign Amazon RDS database instances
    to isolated VPC subnets. Critical for security architecture, establishing clear
    boundary isolation where databases exist in strictly private subnets separated
    from public app tiers.
  language: English
  resource_type: documentation
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - RDS
  - VPC Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Specifying the VPC for your Amazon RDS DB Instance
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-cloudfront-now-supports-http2:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Announces native HTTP/2 support in CloudFront, highlighting performance
    gains from request multiplexing and header compression. A major historical milestone
    for fast content delivery networks, paving the way for modern responsive web applications.
  language: English
  resource_type: documentation
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - CDN
  - CloudFront
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Amazon CloudFront now supports HTTP/2
  addition_method: manual
  v2_locations:
  - aws-networking.md
? https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-rds-for-postgresql-enhancements-support-for-new-minor-versions-logical-replication-and-amazon-rds-postgresql-as-a-source-for-aws-dms
: addition_method: manual
  ai_summary: Curator Insight details historical native enhancements to Amazon RDS
    PostgreSQL, including foundational logical replication capability. Live Grounding
    notes that this 2016 release unlocked the capability to use RDS PostgreSQL as
    a source for change-data capture in AWS DMS. Included for tracing the lineage
    of managed PostgreSQL features.
  complexity: Intermediate
  content_hash: 31bda3e6483aaafe43c2133853ce4507fdef86b6b1c93487d35eb1cd0b47a177
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Legacy Releases
  is_microservice: false
  language: English
  last_checked: 1779029507.349279
  needs_ai_refresh: true
  resource_type: Release Announcement
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Amazon RDS for PostgreSQL Enhancements: Support for new minor versions,''
    Logical Replication, and Amazon RDS PostgreSQL as a source for AWS DMS'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/about-aws/whats-new/2016/09/nginx-plus-on-the-aws-cloud-quick-start-reference-deployment:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: A legacy but highly informative deployment blueprint for configuring
    high-availability NGINX Plus instances on AWS. Explains load-balancing patterns,
    session persistence, and active health checks that bridge standard EC2 architectures
    with NGINX's enterprise proxy features.
  language: English
  resource_type: documentation
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Reverse Proxy
  - NGINX Plus
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'NGINX Plus on the AWS Cloud: Quick Start Reference Deployment'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/about-aws/whats-new/2016/10/oracle-database-on-the-aws-cloud-quick-start-reference-deployment:
  addition_method: manual
  ai_summary: Announcement and reference guide for launching highly available Oracle
    Database setups on AWS. Provides pre-built CloudFormation architectures mapping
    storage configurations and licensing models (BYOL).
  complexity: Advanced
  content_hash: c98d2e0980588e9621fffa5dcf99d386f8c5ae5aced414d76cc52133241e7ea8
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - AWS Databases
  - Enterprise Migrations
  is_microservice: false
  language: English
  last_checked: 1779030350.134948
  needs_ai_refresh: true
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Oracle Database on the AWS Cloud: Quick Start Reference Deployment'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/about-aws/whats-new/2020/06/introducing-aws-cloudformation-guard-preview:
  description: '- [AWS CloudFormation Guard](https://github.com/aws-cloudformation/cloudformation-guard)
    Guard offers a policy-as-code domain-specific language (DSL) to write rules and
    validate JSON- and YAML-formatted data such as CloudFormation Templates, K8s configurations,
    and Terraform JSON plans/configurations against those rules.'
  year: '2020'
  stars: 0
  ai_summary: AWS CloudFormation Guard is an open-source policy-as-code evaluation
    engine designed to inspect JSON, YAML, and HCL configurations. Using a simple
    domain-specific language, it allows developers to write rules to prevent non-compliant
    resources from being deployed, integrating easily into CI/CD pipelines.
  language: Rust
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - Compliance & Policy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Introducing Cloud Formation Guard - a new opensource CLI for infrastructure
    compliance
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://aws.amazon.com/about-aws/whats-new/2020/08/announcing-the-aws-controllers-for-kubernetes-preview:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Historical release note for AWS Controllers for Kubernetes (ACK), allowing
    developers to provision and manage AWS managed services directly using Kubernetes
    custom resources and controller reconcile loops.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Operator Pattern
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Announcing the AWS Controllers for Kubernetes Preview
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-dashboards-supports-sharing:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Announces external sharing support for AWS CloudWatch Dashboards, permitting
    secure read-only console visualizations to key stakeholders outside the immediate
    AWS organization footprint.
  language: N/A
  resource_type: Announcements
  complexity: Beginner
  hierarchy:
  - Observability & Monitoring
  - CloudWatch
  - Dashboards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon CloudWatch Dashboards now supports sharing
  addition_method: manual
  v2_locations:
  - aws-monitoring.md
https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-monitors-prometheus-metrics-container-environments:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Documents Amazon CloudWatch Container Insights' ability to ingest, index,
    and visualize standard Prometheus application metrics directly from Elastic Kubernetes
    Service (EKS) cluster deployments.
  language: N/A
  resource_type: Announcements
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - CloudWatch
  - Prometheus Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Amazon CloudWatch now monitors Prometheus metrics from Container environments
  addition_method: manual
  v2_locations:
  - aws-monitoring.md
? https://aws.amazon.com/about-aws/whats-new/2020/12/amazon-ec2-announces-spot-blueprints-an-infrastructure-code-template-generator-to-get-started-with-ec2-spot-instances
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Amazon Spot Blueprints is a specialized generator that produces optimized
    CloudFormation or Terraform configurations for running workloads on EC2 Spot Instances.
    It helps teams deploy cost-effective, auto-scaling environments following AWS
    best practices.
  language: N/A
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Automated Generation
  - Compute Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Amazon EC2 announces Spot Blueprints, an infrastructure
    code template generator to get started with EC2 Spot Instances'
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://aws.amazon.com/about-aws/whats-new/2021/01/amazon-elastic-file-system-triples-read-throughput:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces a significant platform enhancement where Amazon EFS tripled
    its read throughput capacities for standard performance-tier volumes. This architectural
    upgrade enhances high-concurrency read-intensive container workloads, such as
    machine learning training pipelines and content management systems, without necessitating
    manual reconfiguration or structural modifications.
  language: Agnostic
  resource_type: Release Note
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Storage
  - AWS EFS
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon Elastic File System triples read throughput
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://aws.amazon.com/about-aws/whats-new/2021/01/new-digital-course-and-lab-aws-cloud-development-kit-cdk-primer:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduction to the AWS Cloud Development Kit (CDK) framework. Teaches
    developers how to define cloud infrastructure using familiar programming languages
    (TypeScript, Python) rather than declarative JSON or YAML, maximizing code reusability
    and CI/CD integration.
  language: English
  resource_type: Course
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'New digital course and lab: AWS Cloud Development Kit (CDK) Primer'
  addition_method: manual
  v2_locations:
  - aws-training.md
? https://aws.amazon.com/about-aws/whats-new/2021/02/amazon-eks-clusters-support-user-authentication-oidc-compatible-identity-providers
: description: ''
  year: '2021'
  stars: 5
  ai_summary: Enables EKS clusters to utilize external OpenID Connect (OIDC) compatible
    identity providers for user authentication. This decouples Kubernetes RBAC from
    direct IAM identity mappings, allowing developers to leverage existing SSO solutions
    like Okta or Keycloak. It simplifies security governance by maintaining enterprise
    identity standards at the cluster API level.
  language: English
  resource_type: Service Feature
  complexity: Advanced
  hierarchy:
  - Containers
  - Kubernetes
  - EKS Security
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Amazon EKS clusters now support user authentication with OIDC compatible
    identity providers
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2021/03/iam-access-analyzer-supports-over-100-policy-checks-with-actionable-recommendations
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Product release notes detailing major updates in AWS IAM Access Analyzer,
    introducing over 100 automated checks with recommendations to help security teams
    author secure and functional IAM policies.
  language: English
  resource_type: Announcement
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: IAM Access Analyzer now supports over 100 policy checks
    with actionable recommendations to help you author secure and functional policies'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/about-aws/whats-new/2021/05/introducing-distributed-load-testing-v1-3:
  addition_method: manual
  content_hash: 980fa380627c89a8abee0ca56d2280e577eab7cf02eaa046c63b94d13b5a8ac7
  description: ''
  health_score: 100.0
  last_checked: 1779031455.708671
  needs_ai_refresh: true
  stars: 0
  title: 'amazon.com: Introducing Distributed Load Testing v1.3'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  year: N/A
https://aws.amazon.com/about-aws/whats-new/2021/06/new-aws-solutions-implementation-tag-tamer:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An open-source, reference-architecture tool designed to manage, govern,
    and remediate tagging compliance across AWS accounts. Featuring a user-friendly
    UI, it assists organizations in standardizing metadata for cost allocation, access
    control, and automation. In production, this mitigates drift in tagging schemas,
    bringing consistency to multi-account landings.
  language: English
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Cloud Governance
  - Resource Tagging
  - Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'New AWS Solutions Implementation: Tag Tamer'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-ec2-auto-scaling-now-lets-you-control-which-instances-to-terminate-on-scale-in
: description: ''
  year: '2021'
  stars: 4
  ai_summary: Offers precise programmatic control over which EC2 instances are terminated
    first during an Auto Scaling scale-in event. This replaces generic policies, allowing
    engineers to retain warm instances, protect long-running tasks, or optimize container
    host terminations. Architecturally, it increases stability for stateful or queue-consuming
    workers.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Compute
  - Auto Scaling
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Amazon EC2 Auto Scaling now lets you control which instances to terminate
    on scale-in
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-virtual-private-cloud-vpc-customers-can-assign-ip-prefixes-ec2-instances
: description: ''
  year: '2021'
  stars: 5
  ai_summary: Identical announcement enabling continuous IP prefixes to be allocated
    directly to EC2 instances. Architecturally, this bypasses elastic network interface
    (ENI) private IP limit caps, expanding physical capacity constraints for highly
    scaled Kubernetes EKS clusters. It simplifies route propagation configurations
    and scales pod-per-node capacity.
  language: English
  resource_type: Infrastructure Feature
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - VPC Addressing
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Amazon Virtual Private Cloud (VPC) customers can now assign IP prefixes to
    their EC2 instances
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-vpc-cni-plugin-increases-pods-per-node-limits:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Introduces Prefix Delegation in the AWS VPC CNI, multiplying the number
    of pods allocatable per node. By assigning /28 IPv4 prefixes to network interfaces
    instead of single secondary IPs, small-to-medium EC2 instances can support significantly
    higher container densities. This architecture directly addresses the IP exhaustion
    problem in enterprise Kubernetes deployments on AWS.
  language: English
  resource_type: Library Feature
  complexity: Advanced
  hierarchy:
  - Containers
  - Kubernetes
  - EKS Networking
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Amazon VPC CNI plugin increases pods per node limits
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2021/07/simplify-ci-cd-configuration-serverless-applications-your-favorite-ci-cd-system-public-preview
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores AWS's expanded support for external CI/CD toolkits using SAM.
    It simplifies deployment templates, lowers barriers to multi-environment promotions,
    and enables secure AWS credential management using OpenID Connect (OIDC) with
    major git repository providers.
  language: N/A
  resource_type: Announcements
  complexity: Intermediate
  hierarchy:
  - DevOps & CI/CD
  - Serverless Deployment
  - AWS SAM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Simplify CI/CD configuration for serverless applications and your favorite
    CI/CD system — Public Preview
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/about-aws/whats-new/2021/08/amazon-rds-proxy-created-shared-virtual-private-cloud-vpc:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Extends Amazon RDS Proxy capabilities to shared VPCs (Resource Access
    Manager environments), allowing centralized application environments to pool and
    multiplex database connections across multiple AWS accounts. By managing highly
    volatile database connection limits from serverless microservices, it enhances
    application performance and resilience. Architecturally, it decouples the database
    infrastructure layer from consumer VPC microservices.
  language: English
  resource_type: Service Feature
  complexity: Advanced
  hierarchy:
  - Database
  - RDS Proxy
  - Networking
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Amazon RDS Proxy can now be created in a shared Virtual Private Cloud (VPC)
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2021/08/amazon-vpc-resize-prefix-list:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Introduces the capability to dynamically resize customer-managed prefix
    lists, allowing cloud engineers to adjust IP range counts without recreating dependent
    security groups or route tables. This update simplifies network security operations
    at scale by removing the rigid limits on custom prefix dimensions. Architecturally,
    it serves as a critical automation capability for large transit gateway deployments.
  language: English
  resource_type: Infrastructure Feature
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Security Groups
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Amazon Virtual Private Cloud (VPC) customers can now resize their prefix
    list
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2021/08/announcing-general-availability-amazon-redshift-cross-account-data-sharing:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Allows instant, secure data sharing across different Amazon Redshift
    clusters and AWS accounts without moving or copying data. It decouples storage
    from compute, allowing downstream analytic nodes or consumers to run isolated
    queries against shared data structures in real-time. This drastically optimizes
    data lake engineering architectures.
  language: English
  resource_type: Service Feature
  complexity: Advanced
  hierarchy:
  - Data & Analytics
  - Data Warehouse
  - Redshift
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Announcing General Availability of Amazon Redshift Cross-account Data Sharing
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2021/08/aws-security-hub-adds-18-new-controls-foundational-security-best-practices-standard-8-new-partners-enhanced-cloud-security-posture-monitoring
: description: ''
  year: '2021'
  stars: 4
  ai_summary: Expands AWS Security Hub with 18 automated security checks covering
    IAM, EC2, and S3, alongside new integrations with third-party partners. This upgrade
    provides continuous compliance checks aligned with the AWS Foundational Security
    Best Practices standard. It gives security engineers real-time visibility and
    a consolidated dashboard for vulnerability posture scoring.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Cloud Security Posture
  - Security Hub
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: AWS Security Hub adds 18 new controls to its Foundational Security Best Practices
    standard and 8 new partners for enhanced cloud security posture monitoring
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2021/08/ec2-vm-import-export-unified-extensible-firmware-interface-aws:
  addition_method: manual
  content_hash: f5be332f36143c0eae73e97cf951d9f09c3f6d2386bfc21ab4dc44df8ff395f6
  health_score: 84.0
  last_checked: 1779130494.962228
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-newfeatures.md
  v2_locations:
  - aws-newfeatures.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/about-aws/whats-new/2021/09/amazon-ec2-global-view-console-regions:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Offers a centralized dashboard on the EC2 Console to view all running
    instances, volumes, VPCs, and subnets across all AWS Regions simultaneously. This
    feature drastically improves operational visibility, allowing engineers to track
    shadow IT, verify multi-region deployments, and quickly locate orphaned resources.
    It provides a foundational unified pane for multi-region operations.
  language: English
  resource_type: Service Feature
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Compute
  - Multi-Region Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon EC2 now offers Global View on the console to view all resources across
    regions together
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2021/09/application-load-balancer-aws-privatelink-static-ip-addresses-network-load-balancer
: description: ''
  year: '2021'
  stars: 5
  ai_summary: Introduces direct, native integration between Application Load Balancers
    (ALB) and Network Load Balancers (NLB), enabling ALBs to leverage static IP addresses
    and register with AWS PrivateLink. This native bridge removes the complex AWS
    Lambda-based IP-sync workarounds. It allows organizations to expose Layer 7 HTTP/HTTPS
    routing routes securely over private, non-routable VPC endpoints.
  language: English
  resource_type: Infrastructure Feature
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Load Balancing
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Application Load Balancer now enables AWS PrivateLink and static IP addresses
    by direct integration with Network Load Balancer
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2021/09/aws-site-to-site-vpn-download-configuration-utility:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An upgraded utility providing customized configuration templates for
    a wider variety of Customer Gateway (CGW) devices during hybrid VPN setups. This
    tool streamlines the deployment of secure IPsec tunnels by providing templated
    scripts for Cisco, Juniper, Fortinet, and generic routers. It guarantees cryptographic
    and routing parameter parity between on-prem and AWS.
  language: English
  resource_type: Service Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Hybrid Connectivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Site-to-Site VPN releases updated Download Configuration utility
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2021/09/better-price-performance-aws-lambda-functions-aws-graviton2-processor:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Documents the architectural benefits of running Lambda functions on
    ARM64-based Graviton2 processors. Demonstrates how compiled runtimes (Go, Rust)
    and interpreted runtimes (Node.js, Python) achieve superior cost-efficiency and
    reduced execution durations compared to traditional x86 architecture.
  language: N/A
  resource_type: Announcements
  complexity: Intermediate
  hierarchy:
  - Serverless Architecture
  - AWS Lambda
  - Hardware Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Achieve up to 34% better price/performance with AWS Lambda Functions powered
    by AWS Graviton2 processor
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/about-aws/whats-new/2021/11/amazon-inspector-continual-vulnerability-management:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Overhauls Amazon Inspector into a service offering continuous, automated
    vulnerability management for EC2 and container images. Instead of run-on-demand
    periodic scans, it dynamically evaluates the environment in response to system
    changes and newly published CVEs. It integrates with AWS Organizations, allowing
    security groups to manage scanning centrally.
  language: English
  resource_type: Service
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Vulnerability Management
  - Inspector
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: AWS announces the new **Amazon Inspector** for continual vulnerability management
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2021/11/aws-control-tower-supports-nested-organizational-units:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Enables AWS Control Tower to govern up to five levels of nested Organizational
    Units (OUs), providing fine-grained SCP (Service Control Policy) inheritance inside
    complex AWS Organizations structures. This allows large enterprises to map organizational
    hierarchies exactly to their AWS landing zones. It improves permission inheritance
    modeling and cloud security boundaries without forcing flat structural patterns.
  language: English
  resource_type: Service Feature
  complexity: Advanced
  hierarchy:
  - Cloud Governance
  - Landing Zones
  - Control Tower
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: AWS Control Tower now supports nested organizational units
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2021/11/aws-toolkits-cloud9-jetbrains-vs-code:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An AWS announcement highlighting the release of updated AWS Toolkits
    for popular IDEs (Cloud9, JetBrains, VS Code), expanding interaction capabilities
    to over 200 resource types. This update greatly reduced context switching for
    developers, enabling local generation of IAM, DynamoDB, and CloudFormation schemas
    without visiting the AWS web console.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Developer Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "AWS Toolkits for Cloud9, JetBrains and VS Code now support interaction with
    over 200 new resource types \U0001F31F"
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
? https://aws.amazon.com/about-aws/whats-new/2021/11/visualize-kubernetes-clusters-one-place-amazon-eks-connector-generally-available
: description: ''
  year: '2021'
  stars: 4
  ai_summary: Enables registering and visualizing any Kubernetes cluster—on-premises,
    on EC2, or other cloud providers—directly inside the AWS EKS console. It acts
    as an outbound agent, linking remote clusters safely to AWS IAM and AWS Console
    views. It offers a single-pane-of-glass platform to observe multi-cloud and hybrid
    Kubernetes estates.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Containers
  - Kubernetes
  - EKS Console
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Visualize all your Kubernetes clusters in one place with Amazon EKS Connector,
    now generally available
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/01/amazon-elastic-file-system-replication:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Launches a native replication solution for EFS, automating the replication
    of file systems across different AWS Regions or within the same Region. It guarantees
    point-in-time consistency and helps meet disaster recovery (DR) RPO and RTO compliance
    goals. This deprecates the need for custom rsync-based replication agents on EC2.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Storage
  - EFS
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Announcing Amazon Elastic File System Replication
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/02/general-availability-aws-backup-amazon-s3:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Reaches General Availability, providing complete managed backup, restore,
    and lifecycle orchestration of Amazon S3 data. It supports cross-region, cross-account
    capabilities, and immutable backup copies using AWS Backup Vault Lock. Architecturally,
    it streamlines data compliance audits, proving protection policies for petabyte-scale
    S3 data lakes.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Data & Analytics
  - Data Protection
  - AWS Backup
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Announcing the general availability of AWS Backup for Amazon S3
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/04/amazon-cloudwatch-metrics-insights:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Amazon CloudWatch Metrics Insights is a highly performant SQL-based
    query engine that allows developers and administrators to analyze system metrics
    at scale in real-time. It enables querying millions of metrics dynamically, grouping
    by dimensions, and creating dashboard visualizers to pinpoint anomalous behaviors
    rapidly across distributed cloud architectures.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Observability
  - Metrics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Introducing Amazon CloudWatch Metrics Insights (General Availability)
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2022/04/aws-data-transfer-price-reduction-privatelink-transit-gateway-client-vpn-services/?nc1=h_ls
: description: ''
  addition_method: manual
  content_hash: 341b31b5e366e39c59f8761601f61a71079243255afe5c16364af43df53431ce
  health_score: 100.0
  last_checked: 1779030927.99586
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2022'
  ai_summary: Covers significant network-level price cuts for AWS PrivateLink, Transit
    Gateway, and Client VPN. Aids enterprise network architects in planning hybrid
    integrations with fewer concerns over data egress penalties.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - Networking Costs
  is_microservice: false
  title: AWS Announces Data Transfer Price Reduction for AWS PrivateLink, AWS Transit
    Gateway, and AWS Client VPN services
https://aws.amazon.com/about-aws/whats-new/2022/04/aws-shield-application-balancer-automatic-ddos-mitigation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS Shield Advanced introduced automatic mitigation of application layer
    (Layer 7) DDoS attacks for Application Load Balancers (ALB). This capability dynamically
    creates, tests, and deploys AWS WAF rules on behalf of the user to block malicious
    traffic patterns, reducing manual intervention and minimizing downstream application
    downtime during sustained attacks.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security
  - DDoS Protection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Shield Advanced now supports Application Load Balancer for automatic
    application layer DDoS mitigation
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/04/aws-single-sign-on-configurable-synchronization-microsoft-active-directory:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS Single Sign-On (now IAM Identity Center) introduced customizable
    directory synchronization options for Microsoft Active Directory (AD). This feature
    allows administrators to select specific AD groups and users for propagation into
    AWS, optimizing synchronization times and preventing clutter in large-scale multi-account
    environments.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Identity & Access
  - Directory Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Single Sign-On launches configurable synchronization for Microsoft Active
    Directory
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2022/05/aws-systems-manager-support-port-forwarding-remote-hosts-using-session-manager
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight announces native SSM port-forwarding tunnels directly
    to database endpoints or remote hosts inside private subnets. Live Grounding confirms
    this is a standard operational practice in 2026, eliminating the security risks,
    costs, and management overhead of maintaining traditional jump box/bastion host
    VMs.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Remote Access
  - AWS Systems Manager
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: AWS Systems Manager announces support for port forwarding
    to remote hosts using Session Manager'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/about-aws/whats-new/2022/06/aws-well-architected-tool-organizations-integration:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Integration of the AWS Well-Architected Tool with AWS Organizations
    provides centralized visibility into workload reviews across all member accounts.
    This structural update enables corporate architects to monitor governance posture,
    identify common architectural flaws, and establish standardized multi-tenant review
    patterns across the enterprise landscape.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Governance
  - Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Integration of AWS Well-Architected Tool with AWS Organizations
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2022/07/aws-single-sign-on-aws-sso-aws-identity-access-management-iam-customer-managed-policies-cmps
: description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS SSO (IAM Identity Center) updated its permission set capabilities
    to reference customer managed policies (CMPs) stored in individual target AWS
    accounts. This feature simplifies complex migration paths and permits granular,
    regional policy management without duplicating policy definitions inside the central
    identity center interface.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Identity & Access
  - Access Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Single Sign-On (AWS SSO) adds support for AWS Identity and Access Management
    (IAM) customer managed policies (CMPs)
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/10/dark-mode-support-aws-management-console:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: The AWS Management Console released native dark mode support, improving
    accessibility and visual comfort for operators working across extended monitoring
    shifts. It introduces a configurable theme preference that persists across sessions.
  language: None
  resource_type: Cloud Service
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Console
  - UI/UX
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Announcing dark mode support in the AWS Management Console
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2022/10/iam-access-analyzer-cloudtrail-history-identify-actions-140-aws-services-fine-grained-policies
: description: ''
  year: '2022'
  stars: 0
  ai_summary: IAM Access Analyzer expanded its policy generation features by parsing
    AWS CloudTrail history across 140 AWS services. It identifies the exact actions
    utilized by an IAM entity over a specific timeframe and translates that history
    into fine-grained, least-privilege IAM policies, mitigating risks of privilege
    escalation.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security
  - Policy Generation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: IAM Access Analyzer now reviews your AWS CloudTrail history to identify actions
    used across 140 AWS services and generates fine-grained policies
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2022/10/iam-identity-center-session-management-features-improved-user-experience-cloud-security
: description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS IAM Identity Center introduced consolidated session management settings.
    Security administrators can configure custom session duration limits for both
    portal and command-line access, enforcing systematic re-authentication and improving
    overall organizational compliance.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Identity & Access
  - Session Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: IAM Identity Center adds session management features for improved user experience
    and cloud security
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-cloudwatch-cross-account-observability-multiple-aws-accounts:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Amazon CloudWatch added native cross-account observability, enabling
    operators to aggregate and query metrics, logs, and traces seamlessly across multiple
    target accounts in an organization. This removes the need for custom ingestion
    microservices and pipelines to centralize application telemetry.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Observability
  - Multi-Account
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon CloudWatch launches cross-account observability across multiple AWS
    accounts
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-ec2-price-capacity-optimized-allocation-strategy-provisioning-ec2-spot-instances
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Amazon EC2 introduced the 'price-capacity-optimized' allocation strategy
    for Spot Instances. It balances cost-efficiency with instance availability by
    assessing real-time capacity pools, resulting in drastically lower interruption
    rates for large scale container and big data workloads.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Compute
  - Spot Instances
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon EC2 announces new price and capacity optimized allocation strategy
    for provisioning Amazon EC2 Spot Instances
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-nat-gateway-allows-select-private-ip-address-network-address-translation
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Amazon NAT Gateway updated its networking capabilities to let administrators
    manually assign secondary private IP addresses for outbound traffic. This enables
    easier integration with transit networks, transit gateways, and hybrid cloud routes
    where source-IP restrictions apply.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - NAT Gateway
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon NAT Gateway Now Allows You to Select Private IP Address for Network
    Address Translation
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-rds-blue-green-deployments-safer-simpler-faster-updates:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Amazon RDS Blue/Green Deployments introduced fully managed environment
    duplication, enabling automated synchronization and safe promotion of databases.
    This feature significantly limits downtime and rollback complexities during critical
    minor and major engine updates.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - RDS Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Announcing Amazon RDS Blue/Green Deployments for safer, simpler, and faster
    updates
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-sns-increases-default-quota-subscription-filter-policies-account:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Amazon SNS increased the default subscription filter policy limit 50-fold
    to 10,000 per account. This enhancement permits highly granular filtering configurations
    within event-driven architectures, eliminating the need to deploy complex dispatch
    microservices to parse message payloads.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Messaging
  - Event-Driven
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Amazon SNS increases the default quota for subscription filter policies by
    50x to 10,000 per account
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/about-aws/whats-new/2022/11/application-load-balancers-turning-off-cross-zone-load-balancing-per-target-group
: description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS ALB added fine-grained control to disable cross-zone load balancing
    at the target group level rather than globally. This facilitates localized traffic
    routing within individual Availability Zones, lowering inter-AZ data transfer
    costs and optimizing latency profiles.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Load Balancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Application Load Balancers now support turning off cross zone load balancing
    per target group
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/11/aws-backup-audit-manager-centralized-reporting-aws-organizations:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS Backup Audit Manager introduced consolidated, cross-account backup
    compliance reporting across AWS Organizations. Enterprise operators can monitor
    backup policies, tracking non-compliance trends dynamically from a singular delegator
    dashboard.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Storage & Backup
  - Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Backup Audit Manager adds centralized reporting for AWS Organizations
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/11/aws-identity-access-management-multi-factor-authentication-devices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS IAM added support for registering multiple Multi-Factor Authentication
    (MFA) devices per user. This increases structural resiliency for root and administrative
    users, allowing the configuration of both physical security keys and authenticator
    applications to prevent lockout scenarios.
  language: None
  resource_type: Cloud Service
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Identity & Access
  - MFA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Identity and Access Management now supports multiple multi-factor authentication
    (MFA) devices
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/11/aws-organizations-delegated-administrator:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS introduced delegated administrator capabilities for AWS Organizations,
    permitting the management of member policies and organizational hierarchies from
    a secondary security or utility account. This reduces operational overhead on
    the organization's root administrative account, minimizing risk exposure.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Governance
  - AWS Organizations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Announcing delegated administrator for AWS Organizations
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-ecs-cloudwatch-alarms-safety-deployments:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Amazon ECS integrated natively with CloudWatch alarms to implement automated
    deployment rollbacks. If custom indicators (like HTTP 5xx errors) cross alarm
    thresholds during a rolling update, ECS automatically rolls back the task definitions
    to the last known stable state.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Container Orchestration
  - ECS Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Amazon ECS now integrates with Amazon CloudWatch alarms to improve safety
    for deployments
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-eks-automated-provisioning-lifecycle-management-windows-containers:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Amazon EKS automated the deployment and lifecycle management of Windows
    container nodes. It simplifies AMI updates, security patching, and scaling operations
    for Windows-based workloads on Kubernetes, aligning them with traditional Linux
    container management patterns.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Container Orchestration
  - EKS Windows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Amazon EKS launches automated provisioning and lifecycle management for Windows
    containers
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-rds-integration-aws-secrets-manager:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Amazon RDS added native integration with AWS Secrets Manager, allowing
    the service to automatically generate, rotate, and manage database credential
    secrets. This eliminates hardcoded application secrets, reducing vulnerability
    surface areas.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Secrets Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon RDS announces integration with AWS Secrets Manager
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-timestream-enables-protect-data-through-aws-backup:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Amazon Timestream integrated with AWS Backup to provide centralized,
    automated protection for time-series databases. It supports scheduling continuous
    or periodic backups, meeting compliance targets, and executing point-in-time recoveries
    easily.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Backup & Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon Timestream now enables you to protect your data through AWS Backup
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-cloudwatch-high-resolution-metric-extraction-structured-logs:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Amazon CloudWatch introduced high-resolution metric extraction from
    structured JSON logs. This update enables operators to parse nested log structures
    in real-time and generate metrics with sub-minute granularity, supporting rapid
    incident detection in distributed setups.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Observability
  - Metric Extraction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon CloudWatch now supports high resolution metric extraction from structured
    logs
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-guardduty-aws-europe-spain-region:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: AWS extended the availability of Amazon GuardDuty to the Europe (Spain)
    region. This deployment supports regional workloads with local threat intelligence
    and ML-driven behavior detection for AWS accounts, S3, and EKS environments.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Security
  - Threat Detection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon GuardDuty now available in AWS Europe (Spain) Region
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2023/02/aws-network-firewall-tag-based-resource-groups:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: AWS Network Firewall updated its rules engines to resolve tag-based
    resource groups dynamically. This modification enables security teams to configure
    static firewall rules that adapt automatically as VPC networks or instances scale.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security
  - Network Firewall
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Network Firewall now supports tag-based resource groups
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2023/02/aws-sam-cli-sam-list-command-inspect-resources:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: AWS SAM CLI introduced the 'sam list' command to improve local diagnostics
    for serverless stacks. This tool displays resource endpoints, IAM roles, and stack
    states directly within the terminal, streamlining deployment workflows.
  language: None
  resource_type: Developer Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Serverless
  - Developer Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: AWS SAM CLI introduces ‘sam list’ command to inspect AWS SAM resources
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2023/02/enable-aws-systems-manager-default-all-ec2-instances-account:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: AWS Systems Manager launched 'Default Host Management Configuration',
    enabling standard host management across all EC2 instances inside an account automatically,
    removing manual profile attachment requirements.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Governance
  - Systems Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Announcing the ability to enable AWS Systems Manager by default across all
    EC2 instances in an account
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2023/03/amazon-detective-graph-visualization-interactive-security-investigations:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Amazon Detective updated its threat-hunting capabilities with interactive
    graph visualizations. Security analysts can trace access relationships, API anomalies,
    and suspicious activity logs visually across multi-account ecosystems.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security
  - Threat Hunting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon Detective adds graph visualization for interactive security investigations
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2023/04/aws-transit-gateway-europe-spain-region:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Product update announcement covering the launch of AWS Transit Gateway
    in the Europe (Spain) Region (eu-south-2). Allows complex hub-and-spoke networking
    architectures to route traffic at regional speed.
  language: None
  resource_type: Technical Release
  complexity: Intermediate
  hierarchy:
  - Cloud Platforms
  - AWS Regional Infrastructure
  - Spain
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Transit Gateway is now available in Europe (Spain) Region
  addition_method: manual
  v2_locations:
  - aws-spain.md
https://aws.amazon.com/about-aws/whats-new/2023/05/amazon-cloudfront-one-click-security-protections:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Amazon CloudFront introduced one-click security enablement, letting
    users easily provision AWS WAF protection directly from their CDN resource portal,
    simplifying deployment patterns.
  language: None
  resource_type: Cloud Service
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - CDN Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon CloudFront announces one-click security protections
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2023/05/aws-backup-cross-region-backups-four-regions:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: An AWS announcement highlighting the addition of cross-region backup
    capabilities in four additional regions. Live Grounding emphasizes that cross-region
    vault copying is crucial for meeting geographic compliance and defending enterprise
    databases against whole-region infrastructure outages.
  language: English
  resource_type: Release Announcement
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - AWS Services
  - Multi-Region
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Backup supports cross-Region backups in four new Regions
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://aws.amazon.com/about-aws/whats-new/2023/05/aws-management-console-private-access:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details the general availability of Private Access to the AWS Management
    Console. This feature allows enterprise customers to limit console access to connections
    originating from specific network endpoints or VPCs, drastically reducing potential
    attack surfaces and ensuring secure administration paths.
  language: English
  resource_type: Product Release
  complexity: Intermediate
  hierarchy:
  - Cloud Integrations
  - AWS
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Private Access to the AWS Management Console is generally available
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://aws.amazon.com/about-aws/whats-new/2023/05/aws-waf-rate-based-rules-request-headers-composite-keys:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: AWS WAF updated rate-limiting rules to support composite key inspection,
    combining IP with headers, cookies, or query arguments. This helps target and
    neutralize sophisticated distributed L7 attacks.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security
  - WAF Rules
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS WAF enhances rate-based rules to support request headers and composite
    keys
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2023/06/aws-config-recording-exclusions-resource-type:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: AWS Config introduced resource-type exclusions, allowing organizations
    to exclude high-churn resources from continuous state recording. This helps control
    tracking costs and reduces noisy alerts on unimportant assets.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Governance
  - Resource Tracking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Config supports recording exclusions by resource type
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2023/11/amazon-eks-pod-identity:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: EKS Pod Identity simplifies the association of IAM roles with Kubernetes
    service accounts. This model bypasses the complexities of OIDC trust configurations,
    offering highly scalable, secure, and isolated credential structures for containers.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Container Orchestration
  - EKS Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Amazon EKS introduces EKS Pod Identity
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2023/11/automate-aws-control-tower-zone-operations-apis:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An engineering overview of API-driven landing zone automation. By leveraging
    AWS SDKs and CLI commands for Control Tower lifecycle events, platform teams can
    programmatically deploy, upgrade, and track the compliance state of landing zones
    within their CI/CD release cycles.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS Governance
  - Landing Zone Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Automate AWS Control Tower landing zone operations using
    APIs'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/about-aws/whats-new/2023/11/aws-cloudformation-git-management-stacks:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: AWS CloudFormation native Git integration allows deployment stacks to
    synchronize directly with repositories in GitHub, GitLab, and Bitbucket. This
    feature simplifies continuous delivery of infrastructure, reducing dependencies
    on third-party CI pipelines.
  language: N/A
  resource_type: Platform Integration
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - GitOps Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS CloudFormation introduces Git management of stacks
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://aws.amazon.com/about-aws/whats-new/2024/01/amazon-ecs-fargate-integrate-ebs:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Amazon ECS and AWS Fargate introduced native integration with Amazon
    EBS volumes. This lets serverless container deployments mount high-performance
    block storage dynamically, accommodating data-intensive file-processing workloads.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Container Orchestration
  - Storage Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Amazon ECS and AWS Fargate now integrate with Amazon EBS
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/about-aws/whats-new/2024/02/aws-cloudformation-templates-cdk-apps-minutes:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: This AWS updates overview introduces native tooling that scans active
    AWS infrastructures and outputs valid CloudFormation templates or CDK setups.
    It simplifies bringing legacy, manually configured environments under unified
    infrastructure-as-code management.
  language: N/A
  resource_type: Platform Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - Automated Generation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Generate AWS CloudFormation templates and AWS CDK apps for
    existing AWS resources in minutes'
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://aws.amazon.com/about-aws/whats-new/2024/03/application-load-balancer-http-keepalive-duration:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Details the 2024 update enabling custom HTTP keep-alive duration configurations
    on ALB. Architects use this feature to align load balancer timeouts with backend
    server timeouts, effectively eliminating random 502 Bad Gateway errors in microservices.
  language: English
  resource_type: documentation
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Load Balancing
  - Configuration Updates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com/about-aws: Application Load Balancer enables configuring
    HTTP client keepalive duration'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/about-aws/whats-new/2024/05/amazon-eks-native-support-autoscaling-coredns-pods:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Highlights the native capabilities of EKS to automatically configure
    horizontal scaling for CoreDNS deployments based on cluster scale metrics. Solves
    structural DNS performance bottlenecks during massive scaling events without custom
    cron jobs.
  language: N/A
  resource_type: Feature Release
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Networking
  - CoreDNS Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Amazon EKS announces native support for autoscaling CoreDNS
    Pods'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/about-aws/whats-new/2024/08/aws-waf-rate-based-rules-lower-rate-limits:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Highlights the critical update reducing AWS WAF rate-based rule limits
    to protect low-traffic APIs and login endpoints from brute-force attacks. Provides
    developers with more granular rate-limiting controls to prevent application abuse
    at the edge.
  language: English
  resource_type: documentation
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Security
  - WAF
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: AWS WAF enhances rate-based rules to support lower rate limits
  addition_method: manual
  v2_locations:
  - aws-networking.md
? https://aws.amazon.com/about-aws/whats-new/2026/05/aws-local-zones-region-selector/?sc_channel=sm&sc_campaign=Launch_Campaign&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=f9c69475-df97-4143-8955-acfd0ed7ce10&trk=f9c69475-df97-4143-8955-acfd0ed7ce10&linkId=944784139
: addition_method: automatic
  ai_summary: 'Curator Insight: Providing centralized edge infrastructure visibility
    directly in the management console significantly simplifies decentralized application
    deployment.


    Live Grounding: AWS''s latest announcement documents the inclusion of opted-in
    AWS Local Zones within the Region Selector, enabling operators to quickly navigate,
    govern, and view low-latency edge resources parented across multiple primary regions.'
  category: aws-newfeatures
  complexity: Intermediate
  content_hash: 5df95d0bac5716c2fecf1dab3e461025bb5ac2d2467ef6029dbff12ec132f82a
  description: AWS Management Console introduces integrated visibility of opted-in
    AWS Local Zones directly within the top Region Selector navigation panel.
  hierarchy:
  - AWS
  - Management Console
  - Infrastructure
  - Local Zones
  is_microservice: false
  language: en
  last_checked: 1780352158.263546
  reputation_status: Vetted
  reputation_summary: Officially released core feature within the AWS Management Console,
    supported globally.
  resource_type: news
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: AWS Management Console Local Zones in Region Selector
  year: '2026'
https://aws.amazon.com/activate:
  addition_method: manual
  content_hash: 2805722d4026971e82ee97b10d3579bc775a364891a4de0644874a1673284651
  description: ''
  health_score: 100.0
  last_checked: 1779033050.807162
  stars: 0
  status: online
  title: AWS Activate
  v1_locations:
  - docs/aws.md
  year: N/A
https://aws.amazon.com/app-mesh:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Live Grounding Synthesis: Built on Envoy as AWS''s managed service
    mesh, AWS App Mesh was deprecated in late 2024 and fully sunsetted. Platform teams
    are urged to transition to Amazon ECS Service Connect or Amazon VPC Lattice.'
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - AWS
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: aws.amazon.com/app-mesh
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/application-migration-service:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Curator Insight maps the evolution of CloudEndure into AWS Application
    Migration Service (AWS MGN). Live Grounding confirms AWS MGN is the primary enterprise
    engine for lift-and-shift migrations, maintaining block-level replication of physical,
    virtual, or cloud-based servers directly to AWS target instances.
  language: N/A
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Migration
  - AWS MGN
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Cloud Endure Migration
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/apprunner:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Curator Insight outlines AWS App Runner as a fully managed container
    service for rapid web application and API deployment. Live Grounding confirms
    its position in 2026 as a premier choice for developers wanting to bypass Kubernetes
    complexity, offering automated load balancing, scaling, and TLS termination directly
    from source code or ECR.
  language: N/A
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Container Orchestration
  - App Runner
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "AWS App Runner \U0001F31F"
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/architecture/icons:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official AWS collection containing current vector and raster design
    components. Indispensable for creating detailed corporate visual documents and
    modeling secure serverless or container networks.
  language: None
  resource_type: Asset Pack
  complexity: Beginner
  hierarchy:
  - Architecture & Visualization
  - Design Assets
  - AWS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Architecture Icons
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://aws.amazon.com/architecture/serverless/serverless-or-kubernetes:
  addition_method: manual
  content_hash: 7bc8ff66fdaeea40c19d94a7d0e1b3a53e2d527ec65b9cc30ac4ee0638f1a936
  description: ''
  health_score: 100.0
  last_checked: 1779034265.283798
  review_metadata:
    original_url: https://aws.amazon.com/architecture/serverless/serverless-or-kubernetes
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.022343'
  stars: 0
  status: online
  title: "aws.amazon.com: Serverless or Kubernetes on AWS \U0001F31F"
  v1_locations:
  - docs/serverless.md
  year: N/A
https://aws.amazon.com/architecture/this-is-my-architecture:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: AWS's premier video and article series showcasing production-grade architectural
    solutions. Focuses on design tradeoffs, performance strategies, and networking
    topologies of modern web applications.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - Production Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: This is My Architecture
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/backup:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The main technical portal for AWS Backup, a fully managed backup hub
    that centralizes and automates data protection across various AWS services. Live
    Grounding affirms AWS Backup as the primary enterprise solution for compliance
    auditing, cross-account security, and centralized backup policies.
  language: English
  resource_type: Service / Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - AWS Services
  - AWS Backup
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: AWS Backup Service
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://aws.amazon.com/big-data:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Official AWS portal showcasing enterprise managed data services. Covers
    analytical platform integrations utilizing Amazon EMR, AWS Glue, Athena, and cloud-native
    Amazon Redshift.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Big Data
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: aws.amazon.com/big-data
  addition_method: manual
  v2_locations:
  - aws-data.md
https://aws.amazon.com/big-data/data-lake-on-aws:
  addition_method: manual
  content_hash: 4dc880467ded98628b98a8cf69c214a7f49a11a58c783bcfd6e8d75daa8e1126
  description: ''
  health_score: 100.0
  last_checked: 1779031113.396799
  stars: 0
  status: online
  title: Building a Data Lake on AWS
  v1_locations:
  - docs/aws-data.md
  year: N/A
https://aws.amazon.com/blogs/apn:
  description: "- [Active Directory Single Sign-On (SSO) on AWS with Bitium](https://aws.amazon.com/blogs/apn/active-directory-single-sign-on-sso-on-aws-with-bitium)\n
    \   - [How to Deploy a High Availability Web Service on AWS Using Spotinst](https://aws.amazon.com/blogs/apn/how-to-deploy-a-high-availability-web-service-on-aws-using-spotinst)"
  year: '2025'
  stars: 0
  ai_summary: Curator Insight focuses on architecture walkthroughs, such as deploying
    high-availability services on AWS using Spotinst (now Spot by NetApp) and configuring
    Active Directory SSO. Live Grounding validates these blog posts as critical operational
    blueprints for multi-tenant integrations and cost-optimization strategies in enterprise
    environments.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Ecosystem
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Partner Network (APN) blog
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/blogs/apn/active-directory-single-sign-on-sso-on-aws-with-bitium:
  addition_method: manual
  content_hash: c1eca590b835adb0d350b1a474f7445dce48e960fe909944c76e9e2a02762908
  description: ''
  health_score: 100.0
  last_checked: 1779033384.625902
  needs_ai_refresh: true
  stars: 0
  title: Active Directory Single Sign-On (SSO) on AWS with Bitium
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://aws.amazon.com/blogs/apn/centralized-traffic-inspection-with-gateway-load-balancer-on-aws:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides reference architectures for Gateway Load Balancer (GWLB), routing
    ingress traffic through third-party virtual security appliances (firewalls, IDS/IPS).
    Employs GENEVE encapsulation to maintain transparent client source IPs across
    the inspection cluster.
  language: English
  resource_type: blog
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Security
  - Gateway Load Balancer
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Centralized Traffic Inspection with Gateway Load Balancer on AWS
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/blogs/apn/how-to-build-sparse-ebs-volumes-for-fun-and-easy-snapshotting:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An advanced AWS storage engineering tutorial explaining how to design
    sparse EBS volumes to facilitate fast, economical block-level backup snapshot
    loops. This architecture minimizes data transfer overhead and significantly lowers
    cloud backup costs.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage
  - AWS EBS
  - Sparse Snapshots
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: How to Build Sparse EBS Volumes for Fun and Easy Snapshotting
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://aws.amazon.com/blogs/apn/how-to-deploy-a-high-availability-web-service-on-aws-using-spotinst:
  addition_method: manual
  content_hash: 23c1fe0ce3a26b4bc45686956b41c27190477e6533e7914f508f964d655c020f
  description: ''
  health_score: 100.0
  last_checked: 1779033400.346001
  needs_ai_refresh: true
  stars: 0
  title: How to Deploy a High Availability Web Service on AWS Using Spotinst
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://aws.amazon.com/blogs/apn/modernize-your-ci-cd-pipeline-using-jenkins-x-with-amazon-eks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight shares an AWS APN blog focusing on modernizing pipelines
    using Jenkins X with Amazon EKS. Live Grounding clarifies that Jenkins X differs
    entirely from classic Jenkins, utilizing Tekton, GitOps, and Kubernetes-native
    configurations under the hood. It acts as an instructional benchmark for organizations
    moving toward declarative development environments.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - DevOps
  - Cloud Native CI/CD
  - Jenkins X
  - AWS EKS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Modernize Your CI/CD Pipeline Using Jenkins X with Amazon EKS
  addition_method: manual
  v2_locations:
  - demos.md
https://aws.amazon.com/blogs/apn/optimizing-your-kubernetes-clusters-with-rancher-and-amazon-eks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the integration of SUSE Rancher with Amazon EKS to simplify
    multi-cluster operations. Curator Insight notes its focus on centralizing security
    policies, while Live Grounding highlights its architecture for consolidating hybrid-cloud
    operations and unified access controls across distributed clusters.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Multi-Cluster Management
  - Rancher
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Optimizing Your Kubernetes Clusters with Rancher and Amazon EKS \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/architecture:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The official blog portal showcasing cloud solutions, pattern guides,
    and engineering strategies written directly by AWS Systems Architects.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - Design Blueprints
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Architecture Blog
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/blogs/architecture/architecting-a-highly-available-serverless-microservices-based-ecommerce-site:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight details the design of a highly available, multi-region
    e-commerce platform using EventBridge, Cognito, Lambda, and DynamoDB. Live Grounding
    shows this architecture represents the gold standard for serverless distributed
    microservices, emphasizing event-driven decoupling and global data consistency.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Application Development
  - Microservices
  - E-commerce Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Architecting a Highly Available Serverless, Microservices-Based Ecommerce
    Site
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/blogs/architecture/best-practices-for-implementing-event-driven-architectures-in-your-organization:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive enterprise whitepaper on establishing organizational
    patterns for event-driven environments. Focuses on schema management, dead-letter
    queue (DLQ) operations, idempotency, and distributed tracing strategies.
  language: English
  resource_type: Whitepaper
  complexity: Advanced
  hierarchy:
  - Architecture
  - Best Practices
  - EDA
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Best practices for implementing event-driven architectures
    in your organization'
  addition_method: manual
  v2_locations:
  - introduction.md
https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-1-compute-and-security:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Part one of a multi-region deployment guide. Covers DNS failover routing
    with Route 53, cross-region VPC peering, compute distribution, and unified security
    controls across AWS regions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - Multi-Region Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Creating a Multi-Region Application with AWS Services – Part 1, Compute,
    Networking, and Security
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-2-data-and-replication:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Part two focuses on database replication, global data consistency, storage
    syncing protocols, and handling split-brain scenarios in multi-region cloud infrastructures.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - Multi-Region Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Creating a Multi-Region Application with AWS Services – Part 2, Data and
    Replication
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/blogs/architecture/data-caching-across-microservices-in-a-serverless-architecture:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates architectural strategies for distributed caching within serverless
    applications. It highlights the use of Amazon ElastiCache (Redis) and DynamoDB
    Accelerator (DAX) to alleviate performance bottlenecks, reduce database round-trips,
    and maintain low latency in ultra-elastic stateless execution environments.
  language: N/A
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Serverless Architecture
  - Caching
  - Data Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Data Caching Across Microservices in a Serverless Architecture
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-services-part-i-single-region:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: The first installment of an AWS technical series discussing single-region
    disaster recovery designs using server backups and managed services. Live Grounding
    points to this as a standard primer for establishing concrete RPO and RTO profiles
    before attempting multi-region failover configurations.
  language: English
  resource_type: Blog / Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - AWS Architectures
  - Single Region
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'Disaster Recovery with AWS Managed Services, Part I: Single Region'
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-services-part-ii-multi-region-backup-and-restore:
  addition_method: manual
  content_hash: fbbf5eefa0740756aa3fb6ac4b7a1b65e623c9748eee0f63fcf213262305da31
  description: ''
  health_score: 100.0
  last_checked: 1779034109.438172
  needs_ai_refresh: true
  stars: 0
  title: "Disaster recovery with AWS managed services, Part 2: Multi-Region/backup'
    and restore \U0001F31F"
  v1_locations:
  - docs/aws-backup.md
  year: N/A
https://aws.amazon.com/blogs/architecture/exploring-data-transfer-costs-for-aws-managed-databases:
  description: ''
  addition_method: manual
  content_hash: ee2c1dc56914def0466e3c0a26d249ba09d32ee97e5e256f15446949ce34e8d9
  health_score: 100.0
  last_checked: 1779030982.750249
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2022'
  ai_summary: Breaks down inter-zone and multi-region data transfer charges on AWS
    managed databases. Presents structural models designed to minimize data transfer
    egress bills within multi-tier application layouts.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - Database Infrastructure
  is_microservice: false
  title: 'aws.amazon.com: Exploring Data Transfer Costs for AWS Managed Databases'
https://aws.amazon.com/blogs/architecture/lets-architect-architecting-microservices-with-containers:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A foundational guide for decoupling large legacy applications. Explores
    container hosting options on ECS and EKS, microservice discovery patterns, and
    inter-service security standards.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Platform Engineering
  - Modernization Tools
  - Microservice Migration
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Let’s Architect! Architecting microservices with containers
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/blogs/architecture/lets-architect-architecting-with-amazon-dynamodb:
  addition_method: manual
  ai_summary: Curator Insight presents an architectural masterclass on schema design
    and partitioning in Amazon DynamoDB. Live Grounding verifies the recommendations
    cover single-table design, global secondary indexes (GSIs), and write-sharding
    strategies. It is an indispensable guide for engineers building highly scalable,
    low-latency microservices.
  complexity: Advanced
  content_hash: 4036de65093065c38bcc71ef81a346dfd707e00f1aef7db2c5f581dd407a6841
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - NoSQL
  is_microservice: true
  language: English
  last_checked: 1779032289.843242
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Let’s Architect! Architecting with Amazon DynamoDB
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/blogs/architecture/maintain-visibility-over-the-use-of-cloud-architecture-patterns:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines frameworks and tools to track, map, and enforce specific cloud
    architecture patterns across decentralized developer teams, helping prevent systemic
    configuration drift.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - Cloud Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Maintain visibility over the use of cloud architecture patterns
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/blogs/architecture/migrate-resources-between-aws-accounts:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An architectural guide analyzing methodologies for transferring AWS
    resources and database volumes across separate AWS accounts during spin-offs or
    restructuring. Live Grounding confirms that secure inter-account migration relies
    on complex IAM resource policies, KMS key sharing, and automated cross-account
    pipeline tooling.
  language: English
  resource_type: Blog / Article
  complexity: Advanced
  hierarchy:
  - Cloud Migration
  - Multi-Account Strategy
  - AWS Resources
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Migrate Resources Between AWS Accounts
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://aws.amazon.com/blogs/architecture/migrate-your-applications-to-containers-at-scale:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Introduces AWS App2Container, a tool that automates the migration of
    legacy .NET and Java web applications into containerized structures ready for
    deployment on Amazon ECS or EKS.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes & Platform Engineering
  - Modernization Tools
  - Microservice Migration
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'AWS App2Container: Migrate your Applications to Containers at Scale'
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/blogs/architecture/mistakes-to-avoid-when-implementing-serverless-architecture-with-lambda:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Identifies critical pitfalls in serverless system designs, including
    over-allocated memory tiers, synchronous Lambda chaining, and poor database connection
    reuse. Offers concrete architectural remediations like asynchronous message queuing
    and utilizing RDS Proxy for connection pooling.
  language: N/A
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Serverless Architecture
  - AWS Lambda
  - Antipatterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Issues to Avoid When Implementing Serverless Architecture with AWS Lambda
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/blogs/architecture/multi-region-migration-using-aws-application-migration-service:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: This architectural guide details scale-out multi-region migrations utilizing
    the AWS Application Migration Service (MGN). Live Grounding confirms MGN as the
    de facto tool for enterprise host-level migrations, replacing CloudEndure to provide
    low-downtime, continuous block-level physical disk replication.
  language: English
  resource_type: Blog / Article
  complexity: Advanced
  hierarchy:
  - Cloud Migration
  - AWS MGN
  - Multi-Region
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Multi-Region Migration using AWS Application Migration Service
  addition_method: manual
  v2_locations:
  - aws-backup.md
? https://aws.amazon.com/blogs/architecture/optimize-your-modern-data-architecture-for-sustainability-part-1-data-ingestion-and-data-lake
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight introduces architectural paradigms for building carbon-efficient
    data ingestion pipelines and S3 data lakes on AWS. Live Grounding emphasizes that
    GreenOps and carbon tracing are major metrics in 2026, where design patterns like
    intelligent tiering, optimal compression (Parquet), and ARM64-based Graviton instances
    directly reduce environmental footprint.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - FinOps & Sustainability
  - Green Ops
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Optimize your modern data architecture for sustainability:
    Part 1 – data ingestion and data lake'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-i-compute:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An engineering guide to optimizing AWS compute architectures for sustainability.
    Explores Graviton migrations, automated container resizing, and target serverless
    setups to lower carbon emissions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - FinOps & Cloud Optimization
  - Sustainability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Optimizing your AWS Infrastructure for Sustainability, Part I: Compute'
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-ii-storage:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This second installment targets storage modernization. Details how to
    implement Amazon S3 Lifecycle configurations, S3 Intelligent-Tiering, and storage
    optimization practices.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - FinOps & Cloud Optimization
  - Sustainability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Optimizing your AWS Infrastructure for Sustainability, Part II: Storage'
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/blogs/architecture/overview-of-data-transfer-costs-for-common-architectures:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: The canonical AWS guide on standard network data transfer costs. Outlines
    the pricing models for NAT Gateways, transit gateways, VPC peering, and CloudFront
    egress, providing architectural blueprints for cost-efficient hybrid-cloud network
    topologies.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - FinOps & Cloud Cost
  - AWS Optimization
  - Data Transfer
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com/blogs/architecture: Overview of Data Transfer Costs for Common
    Architectures'
  addition_method: manual
  v2_locations:
  - finops.md
https://aws.amazon.com/blogs/architecture/reduce-cost-and-increase-security-with-amazon-vpc-endpoints:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights the architectural and fiscal benefits of adopting VPC Endpoints
    (Interface and Gateway types). Contrasts expensive NAT Gateway data processing
    charges with direct private connectivity to AWS services like S3 and DynamoDB,
    dramatically reducing costs.
  language: English
  resource_type: blog
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - VPC
  - VPC Endpoints
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Reduce Cost and Increase Security with Amazon VPC Endpoints
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/blogs/architecture/use-templated-answers-to-perform-well-architected-reviews-at-scale:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical review detailing templated governance answers to scale AWS
    Well-Architected reviews. Offers architects a mechanism to automate and standardise
    security compliance reviews across decentralized environments.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'AWS Architecture Blog: Use templated answers to perform Well-Architected
    reviews at scale'
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/blogs/architecture/verify-the-resilience-of-your-workloads-using-chaos-engineering:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An enterprise guide from AWS demonstrating resilience validation of
    distributed workloads using chaos principles. Maps failure injection patterns
    to the AWS Well-Architected Framework, emphasizing targeted, automated disruption
    sequences that verify high-availability topologies and recovery mechanisms.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Cloud Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Verify the resilience of your workloads using Chaos Engineering'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://aws.amazon.com/blogs/architecture/what-to-consider-when-selecting-a-region-for-your-workloads:
  description: ''
  addition_method: manual
  content_hash: e2e1a058ff39c8fb2ad279a521b1bcafe45f5f283353c19cfb21a2b175175e99
  health_score: 100.0
  last_checked: 1779031945.038512
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: Core architectural guidance for choosing geographic AWS regions for
    enterprise workloads. It details standard evaluation criteria including strict
    data residency mandates, latency budgets relative to end-users, service availability
    disparities, and cost profiling.
  language: N/A
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Computing
  - AWS
  - Infrastructure
  is_microservice: false
  title: 'AWS Architecture Blog: What to Consider when Selecting a Region for your''
    Workloads'
https://aws.amazon.com/blogs/aws-cloud-financial-management/announcing-general-availability-of-aws-cost-anomaly-detection:
  description: ''
  addition_method: manual
  content_hash: 87c01b4ef0510f3d392aec79c2b8713a84062d57023f50c73582fd9c7b5ba7ab
  health_score: 100.0
  last_checked: 1779130495.016521
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2020'
  stars: 0
  ai_summary: Introduces AWS Cost Anomaly Detection, which applies machine learning
    algorithms to proactively flag unexpected spending patterns, alerting teams via
    Slack or SNS before runaway processes drain resources.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS
  - FinOps
  is_microservice: false
  title: Announcing General Availability of AWS Cost Anomaly Detection
https://aws.amazon.com/blogs/aws-cloud-financial-management/understanding-your-aws-cost-datasets-a-cheat-sheet:
  description: ''
  addition_method: manual
  content_hash: 2a41346741bf661ab05a96cac6f893592a140a73d9ac22ce5068110e24b26687
  health_score: 100.0
  last_checked: 1779130494.935096
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2021'
  stars: 0
  ai_summary: A comprehensive analytical cheat sheet parsing AWS Cost and Usage Reports
    (CUR), Cost Explorer datasets, and billing systems, designed to help financial
    engineers evaluate raw operational metrics.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS
  - FinOps
  is_microservice: false
  title: 'Understanding your AWS Cost Datasets: A Cheat Sheet'
https://aws.amazon.com/blogs/aws-cost-management/announcing-general-availability-of-aws-cost-anomaly-detection:
  addition_method: manual
  content_hash: 05d62463bee06c61fed73bbfa682bee63e213d7ba57dabbd21d7a147ad3b443c
  description: ''
  health_score: 100.0
  last_checked: 1779032177.749358
  stars: 0
  status: online
  title: Announcing General Availability of AWS Cost Anomaly Detection
  v1_locations:
  - docs/aws-pricing.md
  year: N/A
https://aws.amazon.com/blogs/aws-cost-management/understanding-your-aws-cost-datasets-a-cheat-sheet:
  addition_method: manual
  content_hash: 501f66282bea10ecfdd9f54550373f6b23ed51af8427e2d589909bbaf6edd0fc
  description: ''
  health_score: 100.0
  last_checked: 1779030132.629783
  stars: 0
  status: online
  title: 'Understanding your AWS Cost Datasets: A Cheat Sheet'
  v1_locations:
  - docs/aws-pricing.md
  year: N/A
? https://aws.amazon.com/blogs/aws/amazon-eks-anywhere-now-generally-available-to-create-and-manage-kubernetes-clusters-on-premises
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Launches EKS Anywhere into general availability, introducing key hybrid
    cloud deployment architectures. Examines how on-premises teams can leverage automated
    OS patching, tooling uniformity, and professional AWS support channels.
  language: N/A
  resource_type: Feature Release
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Hybrid Cloud
  - On-Premises Launch
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Amazon EKS Anywhere – Now Generally Available to Create
    and Manage Kubernetes Clusters on Premises'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/aws/amazon-eks-now-supports-ec2-inf1-instances:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Product release covering EKS node compatibility with AWS Inferentia
    (Inf1) instances, enabling highly efficient, GPU-optimized hardware accelerations
    for deep learning and machine learning workloads on Kubernetes.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Machine Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon EKS Now Supports EC2 Inf1 Instances
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-production-ready-in-three-regions:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Highlights the initial production availability of Amazon Elastic File
    System (EFS), delivering a fully-managed, highly available NFSv4-compliant file
    system. By decoupling capacity planning from provisioning, EFS dynamically scales
    storage up or down as files are written or deleted, presenting a highly scalable
    shared filesystem interface suitable for distributed application architectures.
  language: Agnostic
  resource_type: Announcement
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Storage
  - AWS EFS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: EFS Elastic File System
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-shared-file-storage-for-amazon-ec2:
  description: ''
  year: '2015'
  stars: 5
  ai_summary: Deep dive into Amazon EFS, offering serverless elastic file sharing
    based on NFSv4. Integrates natively across EC2 instances, on-premises centers,
    and container tasks under ECS or EKS.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Storage
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'Amazon EFS: Amazon Elastic File System – Shared File Storage for Amazon
    EC2'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/amazon-inspector-automated-security-assessment-service:
  description: ''
  year: '2015'
  stars: 4
  ai_summary: Architectural overview of Amazon Inspector, an automated vulnerability
    management service. Details continuous software vulnerability assessments on EC2
    instances, ECR container layers, and serverless runtimes.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Amazon Inspector – Automated Security Assessment Service
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/amazon-managed-grafana-is-now-generally-available-with-many-new-features:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Amazon Managed Grafana (AMG) is a fully managed service that simplifies
    the deployment, operation, and scaling of Grafana dashboards across diverse data
    sources. It natively integrates with AWS security and IAM systems, offering high-availability
    visualization of metrics, logs, and traces without administrative overhead.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Observability
  - Managed Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon Managed Grafana Is Now Generally Available with Many New Features
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/amazon-managed-service-for-prometheus-is-now-generally-available-with-alert-manager-and-ruler:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Reaches General Availability, adding key enterprise capabilities such
    as Alert Manager and Ruler. Users can define native Prometheus alerting rules
    and route alerts to downstream incident response hubs like PagerDuty or AWS SNS.
    It reinforces the managed monitoring story by guaranteeing security, high availability,
    and out-of-the-box multi-region reliability.
  language: English
  resource_type: Service
  complexity: Advanced
  hierarchy:
  - Observability
  - Prometheus
  - Managed Container Monitoring
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Amazon Managed Service for Prometheus Is Now Generally Available
    with Alert Manager and Ruler'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/amazon-rds-for-sql-server-support-for-windows-authentication:
  addition_method: manual
  ai_summary: Explains integration patterns between Amazon RDS for SQL Server and
    AWS Directory Service (Active Directory). Enables Windows-based enterprise authentication
    profiles directly inside cloud-hosted relational DBs.
  complexity: Advanced
  content_hash: 6b7b5b462fab5dca1da6764b3f801172c8a06ac63738c8d8d40834c143b2c886
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - AWS Databases
  - Amazon RDS
  is_microservice: false
  language: English
  last_checked: 1779032817.54121
  needs_ai_refresh: true
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: Amazon RDS for SQL Server – Support for Windows Authentication
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/blogs/aws/amazon-rds-multi-az-db-cluster:
  addition_method: manual
  ai_summary: Curator Insight highlights the introduction of Amazon RDS Multi-AZ DB
    clusters designed with two readable standbys and transaction log replication.
    Live Grounding demonstrates write performance improvements of up to 2x alongside
    faster failover times (typically under 35 seconds). This architecture mitigates
    standard single-standby replication latency bottlenecks.
  complexity: Advanced
  content_hash: 30c3971c3a11fd952abd981421eb75fbf62d48f4efbaedf3b76bff8886760793
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - High Availability
  is_microservice: false
  language: English
  last_checked: 1779034109.479705
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'New Amazon RDS for MySQL & PostgreSQL Multi-AZ Deployment Option: Improved''
    Write Performance & Faster Failover'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/blogs/aws/amazon-workmail-now-generally-available:
  description: ''
  year: '2016'
  stars: 4
  ai_summary: General availability announcement of Amazon WorkMail. Introduces an
    enterprise-grade cloud email and calendar service featuring strict security keys
    and existing corporate directory sync capabilities.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Business Applications
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Amazon WorkMail – Now Generally Available
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/amazon-workspaces-introduces-ubuntu-desktops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Amazon WorkSpaces extended its managed Virtual Desktop Infrastructure
    (VDI) to offer Ubuntu Desktop environments. Intended primarily for developers,
    data scientists, and engineers, this addition provides a secure, cloud-hosted
    Linux workspace preconfigured with developer utilities and standardized enterprise
    authentication.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Virtualization
  - VDI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon WorkSpaces Introduces Ubuntu Desktops
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/announcing-amazon-opensearch-service-which-supports-opensearch-10:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Documents the cloud service rebranding from Amazon Elasticsearch Service
    to Amazon OpenSearch Service. Highlights migration features, built-in security
    enhancements, and seamless rolling upgrades from Elasticsearch 7.10 cluster versions.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Log Management
  - OpenSearch
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Amazon Elasticsearch Service Is Now Amazon OpenSearch Service
    and Supports OpenSearch 1.0'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://aws.amazon.com/blogs/aws/announcing-aws-cloud-control-api:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official blog introduction announcing the Cloud Control API. Discusses
    how standardization simplifies life for infrastructure-as-code creators (e.g.,
    Terraform, Pulumi) by delivering instant support for new cloud capabilities.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Infrastructure APIs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Cloud Control API, a Uniform API to Access AWS & Third-Party Services
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/blogs/aws/announcing-aws-kms-external-key-store-xks:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS KMS External Key Store (XKS) allows customers to secure cloud-stored
    data using keys held on hardware security modules (HSMs) outside of AWS. This
    architectural integration helps enterprises satisfy strict digital sovereignty
    and regulatory constraints.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security
  - Key Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Announcing AWS KMS External Key Store (XKS)
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/aws-application-discovery-service-update-agentless-discovery-for-vmware:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: AWS announcement showing how Application Discovery Service interfaces
    directly with VMware vCenter environments. Avoids OS agent dependencies to quickly
    construct VM topology maps.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Cloud Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Application Discovery Service Update – Agentless Discovery for VMware
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/blogs/aws/aws-cloud-adoption-framework-caf-3-0-is-now-available:
  description: ''
  addition_method: manual
  content_hash: 95c42989a1fc7009efa2372aeb51f2a7bc8329b3783c6d23b11c13eb1ac7d9c6
  health_score: 100.0
  last_checked: 1779032100.240405
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2021'
  ai_summary: The AWS Cloud Adoption Framework (CAF) 3.0 provides a strategic roadmap
    for enterprises migrating workloads to the cloud. Focusing on six foundational
    perspective areas—Business, People, Governance, Platform, Security, and Operations—this
    framework incorporates modern cloud-native architectural patterns. It serves as
    an essential organizational blueprint for accelerating digital transformation
    while minimizing systemic risk.
  language: N/A
  resource_type: Framework
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Architecture & Strategy
  - Cloud Adoption Framework
  is_microservice: false
  title: AWS Cloud Adoption Framework (CAF) 3.0 is Now Available
https://aws.amazon.com/blogs/aws/aws-config-rules-dynamic-compliance-checking-for-cloud-resources:
  description: ''
  year: '2015'
  stars: 4
  ai_summary: Introduction to AWS Config Rules for dynamic resource auditing. Outlines
    custom Lambda-backed compliance checks, automated change detection, and state
    verification rules across multi-account structures.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Governance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: AWS Config Rules – Dynamic Compliance Checking for Cloud Resources
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/aws-cost-explorer-update-access-to-ec2-usage-data:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Analyzes early programmatic access to granular EC2 metrics inside Cost
    Explorer. Provides foundational methodologies for early-stage cloud-native resource
    optimization and FinOps planning.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - FinOps
  - Cost Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Cost Explorer Update – Access to EC2 Usage Data
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/blogs/aws/aws-database-migration-service:
  addition_method: manual
  ai_summary: Curator Insight introduces AWS Database Migration Service (DMS) as a
    flexible solution for database consolidation and migration. Live Grounding verifies
    its operational stability for continuous change data capture (CDC) and schema
    translation with minimal downtime. It remains a crucial component for large-scale
    legacy-to-cloud modernization programs.
  complexity: Advanced
  content_hash: bcf7f74fbfbfcf0af023fe7a42c99081ccbc42ad7fe6e4016670751239dcf8f8
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Database Migration
  - Data Replication
  is_microservice: false
  language: English
  last_checked: 1779032232.050724
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  title: AWS Database Migration Service
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/blogs/aws/aws-iot-cloud-services-for-connected-devices:
  description: ''
  year: '2015'
  stars: 4
  ai_summary: Core introduction of AWS IoT architecture. Details high-throughput MQTT
    broker brokers, secure device shadow states, rules engines, and telemetry stream
    mapping to AWS analytics components.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Internet of Things
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: AWS IoT – Cloud Services for Connected Devices
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/aws-lambda-now-supports-up-to-10-gb-ephemeral-storage:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS Lambda's configuration options permit allocating up to 10 GB of
    ephemeral /tmp storage, up from the previous 512 MB limit. This architectural
    enhancement enables serverless executions to process larger datasets, run machine
    learning inference, and perform intensive ETL operations directly within memory-backed
    local storage, significantly expanding the viability of serverless data pipelines.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Serverless
  - Compute
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: AWS Lambda Now Supports Up to 10 GB Ephemeral Storage
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/aws-lambda-update-python-vpc-increased-function-duration-scheduling-and-more:
  description: ''
  year: '2015'
  stars: 5
  ai_summary: 'Strategic release notes highlighting early serverless evolutions: introducing
    Python runtime environments, VPC integration paths, dynamic event scheduling,
    and longer execution timeout periods.'
  language: Python
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Serverless
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: AWS Lambda Update – Python, VPC, Increased Function Duration, Scheduling,
    and More
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/aws-mobile-hub-build-test-and-monitor-mobile-applications:
  description: ''
  year: '2015'
  stars: 2
  ai_summary: Historic product announcement for AWS Mobile Hub, the predecessor tool
    used for configuring client-side storage, compute, and cognito authentication
    (superseded entirely by AWS Amplify).
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Mobile Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Mobile Hub – Build, Test, and Monitor Mobile Applications
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/aws-repost-a-reimagined-qa-experience-for-the-aws-community:
  description: ''
  addition_method: manual
  content_hash: f77f66c941e5464f4613e14f8bd4cbe0ecfb0239c83949043ec6970f61150e3e
  health_score: 100.0
  last_checked: 1779033612.049915
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2021'
  ai_summary: AWS re:Post replaces legacy AWS Forums with an interactive, community-driven
    Q&A platform to accelerate technical troubleshooting and knowledge sharing. Featuring
    gamified reputation models and expert moderation, it offers verified answers on
    complex architectural questions. It serves as a vital knowledge repository for
    builders aiming to resolve configuration anomalies and adopt best-practice designs.
  language: N/A
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Community & Support
  - AWS re:Post
  is_microservice: false
  title: AWS re:Post – A Reimagined Q&A Experience for the AWS Community
? https://aws.amazon.com/blogs/aws/aws-weekly-roundup-aws-local-zones-in-istanbul-open-source-extenddb-kiro-web-and-more-may-25-2026
: addition_method: automatic
  ai_summary: 'This weekly digest details critical infrastructural and developer tool
    updates across the AWS ecosystem.


    Key announcements include:

    - The general availability of the Istanbul, Türkiye Local Zone (eu-central-1-ist-1a)
    supporting low-latency and strict data-residency requirements.

    - The open-source ExtendDB adapter, which translates DynamoDB API calls onto alternative
    data backends.

    - Kiro Web, an AI-native browser-based IDE engineered for streamlining cloud-native
    serverless workflows.'
  category: aws-newfeatures
  complexity: Intermediate
  content_hash: 18fd3c72641dd78e08955820f99dee4cbd5f181b4b3ac93e2904fb54b0407507
  description: This weekly roundup features a new Local Zone in Istanbul, Security
    Hub Extended partner integrations, SageMaker AI OpenAI-compatibility, and the
    ExtendDB adapter.
  hierarchy:
  - AWS Cloud
  - Infrastructure and Global Expansion
  - Weekly Roundups
  is_microservice: false
  language: en
  last_checked: 1780353037.421391
  reputation_status: Vetted
  reputation_summary: Official AWS weekly summary highlighting major developer tools
    and geographical expansions.
  resource_type: Article
  social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2024/06/10/AWS-WIR-default-1.png
  source_provenance: RSS Feed (AWS News Blog)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[EMERGING]'
  title: 'AWS Weekly Roundup: AWS Local Zones in Istanbul, open-source ExtendDB, Kiro
    Web, and more (May 25, 2026)'
  year: '2026'
? https://aws.amazon.com/blogs/aws/aws-weekly-roundup-aws-transform-at-1-year-claude-platform-on-aws-ec2-m3-ultra-mac-instances-and-more-may-18-2026
: addition_method: automatic
  ai_summary: 'This weekly roundup celebrates the first anniversary of AWS Transform''s
    agentic migration services while introducing high-performance compute and model
    optimization features.


    Key additions include:

    - The general availability of the Claude Platform on AWS, offering native, direct
    account access to Anthropic''s models.

    - EC2 M3 Ultra Mac instances, delivering massive 28-core CPUs and 256GB unified
    memory for Apple-focused CI/CD pipelines.

    - Amazon Bedrock''s Advanced Prompt Optimization, which automates prompt refinement
    while comparing outputs across up to five models simultaneously.'
  category: aws-newfeatures
  complexity: Intermediate
  content_hash: 59cc00f00040f8e4461d120a0bb77026023da85224a9f05b7127b356a5386e68
  description: A roundup celebrating AWS Transform's 1-year anniversary, the GA of
    Claude Platform on AWS, EC2 M3 Ultra Mac instances, and Bedrock Advanced Prompt
    Optimization.
  hierarchy:
  - AWS Cloud
  - Weekly Roundups
  - Hardware and AI Milestones
  is_microservice: false
  language: en
  last_checked: 1780353037.421401
  reputation_status: Vetted
  reputation_summary: Official AWS weekly update showcasing foundational computing
    hardware and partner AI platforms.
  resource_type: Article
  social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2023/08/13/AWS-WIR-default.png
  source_provenance: RSS Feed (AWS News Blog)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[EMERGING]'
  title: 'AWS Weekly Roundup: AWS Transform at 1 year, Claude Platform on AWS, EC2
    M3 Ultra Mac instances, and more (May 18, 2026)'
  year: '2026'
https://aws.amazon.com/blogs/aws/aws-weekly-roundup-claude-opus-4-8-on-aws-aurora-mysql-with-kiro-powers-and-more-june-1-2026:
  addition_method: automatic
  ai_summary: The June 1, 2026 AWS roundup highlights major infrastructure and generative
    AI updates, led by the general availability of Anthropic's Claude Opus 4.8 on
    Amazon Bedrock for advanced agentic coding and reasoning workloads. Additionally,
    AWS launched the next generation of the AWS Resilience Hub, introducing modular
    resilience policies, generative AI-powered Well-Architected assessments, and automatic
    network dependency discovery through passive DNS query log analysis. This issue
    also details new capabilities for Amazon Aurora MySQL integrated with Kiro CLI
    orchestration.
  category: aws-newfeatures
  complexity: Intermediate
  content_hash: a1488a031dd91458f7ef23aeb12a4b1f19d80f358fa3aa90b1e5bdc971066a8a
  description: This AWS roundup features the launch of Anthropic's Claude Opus 4.8
    on Amazon Bedrock, the next-generation AWS Resilience Hub with automatic DNS dependency
    mapping, and Aurora MySQL with Kiro Powers.
  hierarchy:
  - Cloud Infrastructure > AWS > Service Updates and Launches
  is_microservice: false
  language: en
  last_checked: 1780353052.024519
  reputation_status: Vetted
  reputation_summary: N/A
  resource_type: article
  social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2024/06/10/AWS-WIR-default-1.png
  source_provenance: RSS Feed (AWS News Blog)
  stars: 4
  status: online
  suggested_new_category: N/A
  tags:
  - GUIDE
  title: 'AWS Weekly Roundup: Claude Opus 4.8 on AWS, Aurora MySQL with Kiro Powers,
    and more (June 1, 2026)'
  year: '2026'
https://aws.amazon.com/blogs/aws/cloudwatch-dashboards-create-use-customized-metrics-views:
  description: ''
  year: '2015'
  stars: 5
  ai_summary: Reference guide detailing custom Amazon CloudWatch Dashboards. Covers
    metric ingestion, multi-widget graphing configurations, and consolidated cross-region
    resource alerting models.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Monitoring
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: CloudWatch Dashboards – Create & Use Customized Metrics Views
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/coming-soon-ec2-dedicated-hosts:
  description: ''
  year: '2015'
  stars: 4
  ai_summary: Details Amazon EC2 Dedicated Hosts, designed to address strict enterprise
    compliance, hardware isolation requirements, and fine-grained socket-level BYOL
    software licensing limits.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Compute
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Coming Soon – EC2 Dedicated Hosts
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/blogs/aws/convert-aws-console-actions-to-reusable-code-with-aws-console-to-code-now-generally-available/?trk=0d3532c8-5f49-4c86-9683-96c2417e9b4b&sc_channel=el
: description: ''
  addition_method: manual
  content_hash: ff5d774c7f09c383bef873d3abf9dca2f4a7ffc47882a53e5305eed58ecd0e71
  health_score: 100.0
  last_checked: 1779130494.944333
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: Examines the GA release of AWS Console-to-Code. This utility records
    visual, interactive browser actions within the AWS Console and programmatically
    translates them into clean, reusable Infrastructure-as-Code (IaC) formats, such
    as AWS CDK and CloudFormation, using generative AI models.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - AWS CLI
  is_microservice: false
  title: Convert AWS console actions to reusable code with AWS Console-to-Code, now
    generally available
https://aws.amazon.com/blogs/aws/easily-manage-security-group-rules-with-the-new-security-group-rule-id:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Introduces a unique identifier for each security group rule (sgr-xxxxxxxx),
    making rules individually addressable via API, CLI, or IaC. This drastically improves
    the management of firewall exceptions, allowing developers to target, modify,
    or audit precise rules without referencing the complete rule block list. It prevents
    race conditions and conflicts in IaC pipelines like Terraform.
  language: English
  resource_type: Infrastructure Feature
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Security Groups
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Easily Manage Security Group Rules with the New Security Group Rule ID
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/ec2-classic-is-retiring-heres-how-to-prepare:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Migration guidelines and operational playbooks assisting AWS accounts
    in transitioning off legacy EC2-Classic networks onto modern Amazon VPC resources.
    The blueprint outlines migration tools (ClassicLink) and technical paths to reconstruct
    security policies, network routing, and host configurations within dedicated VPC
    perimeters.
  language: English
  resource_type: Migration Guide
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Deprecations
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: EC2-Classic Networking is Retiring – Here’s How to Prepare
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/ec2-container-service-update-container-registry-ecs-cli-az-aware-scheduling-and-more:
  description: ''
  year: '2015'
  stars: 4
  ai_summary: Milestone feature updates outlining the inception of Amazon Elastic
    Container Registry (ECR), native ECS CLI utilities, and multi-AZ application container
    scheduler integrations.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Container Orchestration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: EC2 Container Service Update – Container Registry, ECS CLI, AZ-Aware Scheduling,
    and More
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/eks-price-reduction:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Official AWS announcement lowering the baseline cost of managing the
    EKS control plane. Outlines operational cost structures for running enterprise
    Kubernetes topologies at scale.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon EKS Price Reduction
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/aws/elastic-network-adapter-high-performance-network-interface-for-amazon-ec2:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Analyzes the high-performance ENA interface designed for AWS EC2 instances.
    Live architectures rely heavily on ENA for low-latency network performance and
    SR-IOV-enabled network virtualization up to 100 Gbps. Crucial for understanding
    network throughput bottlenecks in heavy database and distributed systems workloads.
  language: English
  resource_type: blog
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EC2 Networking
  - ENA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Elastic Network Adapter
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/blogs/aws/get-started-with-openai-gpt-5-5-gpt-5-4-models-and-codex-on-amazon-bedrock:
  addition_method: automatic
  ai_summary: AWS has announced the general availability of OpenAI's GPT-5.5, GPT-5.4,
    and Codex models on Amazon Bedrock, ending Microsoft's exclusive cloud hosting
    agreement for these frontier models. Developers can now programmatically access
    these models through a high-performance, security-hardened Responses API compatible
    with the standard OpenAI SDK. By deploying Codex—OpenAI's advanced coding agent—inside
    Amazon Bedrock, enterprises can execute multi-turn, long-horizon developer workflows
    while strictly preserving local data residency and unified IAM compliance controls.
  category: aws-newfeatures
  complexity: Intermediate
  content_hash: 9183ad307c1ec4a839d8da9b52265bd551f730d645732a19fbe2346fd098925a
  description: AWS announces the general availability of OpenAI's GPT-5.5, GPT-5.4,
    and Codex models on Amazon Bedrock, providing developers with unified governance
    and a secure Responses API endpoint.
  hierarchy:
  - Cloud Infrastructure > AWS > Generative AI Managed Services
  is_microservice: false
  language: en
  last_checked: 1780353052.024509
  reputation_status: Vetted
  reputation_summary: N/A
  resource_type: article
  social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/05/24/News-Blog-Featured-Images-25-2.png
  source_provenance: RSS Feed (AWS News Blog)
  stars: 4
  status: online
  suggested_new_category: N/A
  tags:
  - ENTERPRISE-STABLE
  - EMERGING
  title: Get started with OpenAI GPT-5.5, GPT-5.4 models, and Codex on Amazon Bedrock
  year: '2026'
https://aws.amazon.com/blogs/aws/heads-up-amazon-s3-security-changes-are-coming-in-april-of-2023:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS pre-announced default security hardening measures for Amazon S3
    buckets. These updates block public access configurations by default and enforce
    bucket owner-enforced Object Ownership settings to automatically disable ACLs
    on new bucketing workloads.
  language: None
  resource_type: Cloud Service
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Storage & Backup
  - S3 Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Heads-Up: Amazon S3 Security Changes Are Coming in April of 2023'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/iam-access-analyzer-update-policy-validation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive into policy validation capabilities inside AWS IAM Access
    Analyzer. It explains how the engine uses mathematical logic to find grammar issues,
    security slips, or over-permissive configurations directly during the authoring
    phase.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: IAM Access Analyzer Update – Policy Validation'
  addition_method: manual
  v2_locations:
  - aws-security.md
? https://aws.amazon.com/blogs/aws/ide-extension-for-aws-application-composer-enhances-visual-modern-applications-development-with-ai-generated-iac
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines how the AWS Application Composer IDE extension leverages AI
    to dynamically draft modern serverless IaC templates from a visual layout canvas.
    As developers design, the system generates clean CloudFormation or SAM patterns.
    This tool merges direct visual feedback with automated infrastructure generation.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native Operations
  - Infrastructure as Code
  - AI-Assisted IaC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: IDE extension for AWS Application Composer enhances visual modern applications
    development with AI-generated IaC
  addition_method: manual
  v2_locations:
  - ai.md
https://aws.amazon.com/blogs/aws/infoworld-review-amazon-aurora-rocks-mysql:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Historical analysis validating Amazon Aurora's decoupled compute and
    storage architecture. In production contexts, it remains a de facto standard for
    high-throughput, low-latency relational engines.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - Databases
  - Amazon Aurora
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: InfoWorld Review – Amazon Aurora Rocks MySQL
  addition_method: manual
  v2_locations:
  - aws-architecture.md
? https://aws.amazon.com/blogs/aws/introducing-the-next-generation-of-amazon-opensearch-serverless-for-building-your-agentic-ai-applications
: addition_method: automatic
  ai_summary: 'Rebuilt from the ground up to support highly dynamic agentic AI workloads,
    the next-generation architecture of Amazon OpenSearch Serverless completely separates
    compute from storage to offer true scale-to-zero capability during idle periods.


    Key technical advantages include:

    - Zero standby compute costs achieved via an aggressive 10-minute scale-to-zero
    timeout.

    - Up to 20x faster autoscaling with resource provisioning occurring in seconds
    rather than minutes.

    - Built-in OpenSearch Agent Skills to facilitate direct integration of domain
    knowledge with coding assistants like Cursor and Claude Code.'
  category: aws-serverless
  complexity: Advanced
  content_hash: 61cc5d9a8d90085ec9f6b4cbce627e07ea6534fcf527e8be536c7a5ee0c84543
  description: AWS has rebuilt Amazon OpenSearch Serverless from the ground up for
    agentic AI workloads, introducing scale-to-zero compute capabilities and significant
    cost savings.
  hierarchy:
  - AWS Cloud
  - Generative AI and Agents
  - Vector Search and Databases
  - Amazon OpenSearch Serverless
  is_microservice: false
  language: en
  last_checked: 1780353037.421374
  reputation_status: Vetted
  reputation_summary: Highly anticipated platform redesign addressing a key cost and
    performance bottleneck in vector database scaling.
  resource_type: Article
  social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/05/29/2026-opensearch-serverless-nextgen-thum-1.jpg
  source_provenance: RSS Feed (AWS News Blog)
  stars: 4
  status: online
  suggested_new_category: aws-databases
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[EMERGING]'
  title: Introducing the next generation of Amazon OpenSearch Serverless for building
    your agentic AI applications
  year: '2026'
? https://aws.amazon.com/blogs/aws/introducing-the-next-generation-of-aws-resilience-hub-for-generative-ai-based-sre-resilience-journey
: addition_method: automatic
  ai_summary: 'AWS Resilience Hub''s next-generation release introduces an organization-wide
    resilience engine built around a new three-level application model (systems, user
    journeys, and services).


    Key features include:

    - Automatic DNS-based dependency discovery to uncover hidden architectural integrations
    and endpoints.

    - Generative AI-powered failure mode assessments that deliver prioritized, actionable
    remediation steps mapped to AWS Well-Architected guidelines.

    - Modular resilience policies to enforce consistent SLOs and disaster recovery
    targets cross-organizationally.'
  category: sre
  complexity: Advanced
  content_hash: 4463ed1540d99c04090777922824b9495af8f0d65c51be118496f1486d8791e1
  description: AWS has launched the next generation of AWS Resilience Hub, bringing
    together a new application model, dependency discovery, and AI-powered failure
    mode analysis.
  hierarchy:
  - AWS Cloud
  - Management and Governance
  - SRE and Operational Resilience
  - AWS Resilience Hub
  is_microservice: false
  language: en
  last_checked: 1780353037.421356
  reputation_status: Vetted
  reputation_summary: Trusted official AWS product release announcement with strong
    industry adoption for architectural reliability audits.
  resource_type: Article
  social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/05/29/2026-resillence-hub-nextgen-thum-1-1260x630.jpg
  source_provenance: RSS Feed (AWS News Blog)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[EMERGING]'
  title: Introducing the next generation of AWS Resilience Hub for generative AI-based
    SRE resilience journey
  year: '2026'
https://aws.amazon.com/blogs/aws/meet-our-newest-aws-heroes-may-2026:
  addition_method: automatic
  ai_summary: This AWS publication spotlights the newly inducted technical cloud heroes
    for May 2026, summarizing their structural contributions in AI/ML, serverless,
    and cloud management. Highlighted engineering assets include a custom Amazon Bedrock-powered
    session advisor utilizing Nova models and extensive local community user groups.
    The resource acts as an index for discovering high-quality open-source projects,
    training programs, and cloud-native architectural patterns developed by vetted
    industry experts.
  category: aws-architecture
  complexity: intermediate
  content_hash: ff62815d655c021986ece35df9436980a1db49d1a01791e2c0b38807da52c05e
  description: This article announces four new AWS Heroes recognized for their contributions
    to the AWS community through education, mentorship, and knowledge sharing.
  hierarchy:
  - Cloud Providers
  - Amazon Web Services
  - Community and Architecture
  impact_score: 85
  is_microservice: false
  language: en
  last_checked: 1780402331.955747
  reputation_status: Vetted
  reputation_summary: Highly respected official program recognition, celebrating prominent
    serverless and AI/ML community architects.
  resource_type: blog
  social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2021/11/10/AWS-Heroes-program_RGB_Social-blog.png
  source_provenance: RSS Feed (AWS News Blog)
  stars: 4
  status: online
  suggested_new_category: cloud-communities
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: Meet Our Newest AWS Heroes – May 2026
  year: '2026'
? https://aws.amazon.com/blogs/aws/meet-our-newest-aws-heroes-may-2026/?sc_channel=sm&sc_campaign=Community_Heroes&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&linkId=951222289
: addition_method: automatic
  ai_summary: '* **Curator Insight**: While primarily a community bulletin, this cohort
    highlights the tactical integration of Amazon Bedrock and Amazon Nova models into
    practical tools like re:Invent assistant applications.

    * **Live Grounding**: Features detailed backgrounds of selected AWS AI and Serverless
    Heroes driving cloud optimization, open-source templates, and tech education in
    Europe and Latin America.'
  category: aws-architecture
  complexity: Beginner
  content_hash: 13a90259d81a22a6d8ac85cc5545aa3972dcad34ff82aa4737019178c6513adb
  description: AWS recognizes four outstanding community leaders across Italy, Canada,
    and Argentina for their advancements in serverless architectures, custom AI tools,
    and public cloud enablement.
  hierarchy:
  - Ecosystem
  - AWS
  - Community
  - Enablement
  is_microservice: false
  language: en
  last_checked: 1780352730.20747
  reputation_status: Vetted
  reputation_summary: Highly regarded community recognition from AWS, highlighting
    major contributors in artificial intelligence, serverless computing, and localized
    technical training.
  resource_type: announcement
  social_preview_url: https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2021/11/10/AWS-Heroes-program_RGB_Social-blog.png
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: community
  tags:
  - GUIDE
  title: Meet Our Newest AWS Heroes - May 2026
  year: '2026'
https://aws.amazon.com/blogs/aws/monitor-evaluate-and-demonstrate-backup-compliance-with-aws-backup-audit-manager:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Introduces AWS Backup Audit Manager, a feature to monitor, evaluate,
    and demonstrate the compliance posture of data backup operations against pre-defined
    organizational standard controls. It automates compliance reporting, providing
    auditor-ready historical evidence. Architecturally, it replaces manual backup
    audits and ensures strict data governance.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Data & Analytics
  - Data Protection
  - Compliance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Monitor, Evaluate, and Demonstrate Backup Compliance with AWS Backup Audit
    Manager
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/new-accelerate-your-lambda-functions-with-lambda-snapstart:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Introduces AWS Lambda SnapStart, an optimization technique that dramatically
    reduces startup latency for Java runtimes by capturing and caching memory/disk
    snapshots of initialized microcontainers. Sub-second cold starts are achieved
    with minimal code changes.
  language: N/A
  resource_type: Announcements
  complexity: Advanced
  hierarchy:
  - Serverless Architecture
  - AWS Lambda
  - Cold Starts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: New – Accelerate Your Lambda Functions with Lambda SnapStart'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/blogs/aws/new-amazon-vpc-network-access-analyzer:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A formal network verification tool that uses mathematical analysis (automated
    reasoning) to check VPC security policies and network access paths. It helps teams
    identify unintended network configurations, verify access boundaries, and demonstrate
    compliance to internal/external security audits. Architecturally, it automates
    manual firewall reviews and prevents security isolation leaks.
  language: English
  resource_type: Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Network Security
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: New – Amazon VPC Network Access Analyzer
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/new-aws-application-load-balancer:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: The foundational blog post introducing AWS ALB in 2016, revolutionizing
    container and microservices ingress on AWS. Contrasts CLB's limitations with ALB's
    ability to host multiple target groups on a single instance port, enabling dense
    ECS/EKS hosting.
  language: English
  resource_type: blog
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Load Balancing
  - Announcements
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: aws blogs - New – AWS Application Load Balancer
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/blogs/aws/new-aws-competency-aws-migration:
  description: ''
  year: '2016'
  stars: 3
  ai_summary: The announcement introducing the AWS Migration Competency, establishing
    a formalized framework to validate partner organizations' migration expertise.
    Live Grounding shows this standard continues to qualify system integrators executing
    mass migrations from legacy datacenters to cloud-native platforms.
  language: English
  resource_type: Blog / Article
  complexity: Intermediate
  hierarchy:
  - Cloud Migration
  - AWS Competency
  - Enterprise Migration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: New AWS Competency – AWS Migration
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://aws.amazon.com/blogs/aws/new-aws-control-tower-account-factory-for-terraform:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical introduction to the AWS Control Tower Account Factory
    for Terraform (AFT), enabling GitOps-driven deployment of AWS accounts. Discusses
    custom pipeline orchestration and landing zone configurations that maintain strict
    security compliance metrics across large organizations.
  language: HCL
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - AWS
  - Multi-Account Setup
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: New – AWS Control Tower Account Factory for Terraform'
  addition_method: manual
  v2_locations:
  - aws-security.md
? https://aws.amazon.com/blogs/aws/new-aws-dms-serverless-automatically-provisions-and-scales-capacity-for-migration-and-data-replication
: description: ''
  year: '2023'
  stars: 0
  ai_summary: AWS DMS Serverless automates the provisioning, scaling, and operational
    management of resources needed for database replication and migration tasks. This
    reduces hands-on provisioning steps during large-scale enterprise data migrations.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Data Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'New – AWS DMS Serverless: Automatically Provisions and Scales Capacity for
    Migration and Data Replication'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/new-create-microsoft-sql-server-instances-of-amazon-rds-on-aws-outposts:
  addition_method: manual
  ai_summary: Curator Insight highlights the expansion of Amazon RDS capabilities
    to hybrid environments using AWS Outposts. Live Grounding verifies this enables
    low-latency, on-premises execution of Microsoft SQL Server workloads with cloud-style
    managed operations. The architecture supports local data residency while utilizing
    automated backups and scaling.
  complexity: Intermediate
  content_hash: e2b575a3511d61638204a977e63c92eb37445495b84555abd9fa667be8aa5a51
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Hybrid Cloud and Edge
  is_microservice: false
  language: English
  last_checked: 1779029174.206567
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: New – Create Microsoft SQL Server Instances of Amazon RDS on AWS Outposts
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/blogs/aws/new-encrypted-ebs-boot-volumes:
  description: '- [Amazon EBS Encryption](http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/EBSEncryption.html)'
  year: '2015'
  stars: 5
  ai_summary: Announcement of native EBS boot volume encryption, leveraging AWS Key
    Management Service (KMS) without degrading overall instance throughput or input/output
    latency patterns.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Storage
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: New – Encrypted EBS Boot Volumes
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/new-for-aws-distro-for-opentelemetry-tracing-support-is-now-generally-available:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Generally available, AWS-supported distribution of the CNCF OpenTelemetry
    standards, specifically optimized for application tracing. It simplifies collecting
    metadata and correlates application traces across containerized (EKS, ECS) and
    serverless (Lambda) stacks. It seamlessly forwards telemetry to AWS X-Ray, Amazon
    OpenSearch, and partner SaaS platforms, eliminating vendor lock-in.
  language: English
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Observability
  - OpenTelemetry
  - Distributed Tracing
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: New for AWS Distro for OpenTelemetry – Tracing Support is Now Generally Available
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/new-scheduled-reserved-instances:
  description: ''
  year: '2016'
  stars: 2
  ai_summary: Details Scheduled Reserved Instances, designed to book recurring computational
    capacity (mostly superseded by dynamic Savings Plans and modern On-Demand capacity
    reservations).
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Compute
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: New – Scheduled Reserved Instances
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/new-self-service-provisioning-of-terraform-open-source-configurations-with-aws-service-catalog:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An official AWS documentation guide introducing out-of-the-box support
    for provisioning Terraform open-source templates within the AWS Service Catalog
    framework. Standardizes enterprise deployment control planes.
  language: HCL
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "New – Self-Service Provisioning of Terraform Open-Source Configurations
    with AWS Service Catalog \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://aws.amazon.com/blogs/aws/new-visualize-your-vpc-resources-from-amazon-vpc-creation-experience:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The Amazon VPC creation workflow introduced real-time topology visualization.
    As operators configure subnets, route tables, and internet gateways, the system
    renders a dynamic layout diagram to prevent configuration errors.
  language: None
  resource_type: Cloud Service
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - VPC Visualization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: New – Visualize Your VPC Resources from Amazon VPC Creation Experience
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/new_deployment_pipelines_reference_architecture_and_-reference_implementations:
  addition_method: manual
  content_hash: ce00982850759ae8a4911efbdd625426658848fe32a9f4896a5f485bc05c8502
  health_score: 100.0
  last_checked: 1779030979.393873
  v1_locations:
  - docs/aws.md
https://aws.amazon.com/blogs/aws/now-aws-step-functions-supports-200-aws-services-to-enable-easier-workflow-automation:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Dramatically expands the capabilities of AWS Step Functions by offering
    direct SDK integration with over 200 AWS services and over 9,000 API actions.
    This architecture minimizes or completely eliminates custom 'glue' Lambda functions
    whose sole purpose was calling AWS APIs. It simplifies state machine engineering,
    reducing latency, maintenance costs, and execution failure risks.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - Serverless Orchestration
  - Step Functions
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Now — AWS Step Functions Supports 200 AWS Services To Enable Easier Workflow
    Automation
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/now-open-aws-region-in-spain:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS announced the general availability of the Europe (Spain) Region
    (eu-south-2). This physical infrastructure footprint enables customers to achieve
    lower latency for local workloads, meet residency and data sovereignty requirements
    inside the European Union, and build multi-region failover setups.
  language: None
  resource_type: Cloud Service
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Global Infrastructure
  - Regions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Now Open–AWS Region in Spain
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/preview-aws-backup-adds-support-for-amazon-s3:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Introduces preview support for centralizing data protection across S3
    buckets using AWS Backup policies. It allows security and operations teams to
    automate backups, lifecycles, and restores of S3 objects alongside other AWS resources.
    This replaces customized AWS Lambda or S3 replication-based snapshot workarounds
    with a managed compliance framework.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Data & Analytics
  - Data Protection
  - AWS Backup
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: AWS Backup Adds Support for Amazon S3
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://aws.amazon.com/blogs/aws/reduce-unwanted-traffic-on-your-web-site-with-aws-bot-control:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explains AWS WAF Bot Control integration. Discusses using preconfigured
    rule groups at edge distribution tiers to detect, classify, and isolate automated
    malicious scraper patterns.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'amazon.com: Reduce Unwanted Traffic on Your Website with New AWS WAF Bot
    Control'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2021:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Synthesizes the major platform transformations unveiled at re:Invent
    2021, focusing on serverless options for Redshift, EMR, and MSK alongside new
    Graviton3 silicon. The catalog underscores a massive architectural drive towards
    serverless operational models across the analytics stack. These updates solidify
    AWS's platform-as-a-service offerings for enterprise engineering.
  language: English
  resource_type: Industry Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Market Analysis
  - Re:Invent Announcements
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com/blogs: Top Announcements of AWS re:Invent 2021'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/big-data/category/analytics/aws-data-pipeline:
  description: ''
  year: '2024'
  stars: 2
  ai_summary: Technical blog category detailing legacy deployment setups for AWS Data
    Pipeline, providing structural templates for data movements before cloud-native
    ETL tools gained dominance.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - ETL
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'AWS Big Data Blog: Category - AWS Data Pipeline'
  addition_method: manual
  v2_locations:
  - aws-data.md
https://aws.amazon.com/blogs/big-data/querying-amazon-kinesis-streams-directly-with-sql-and-spark-streaming:
  description: ''
  year: '2016'
  stars: 4
  ai_summary: Technical blueprint detailing Spark Streaming integration with Amazon
    Kinesis streams. Discusses record-processing window optimizations, checkpoint
    configurations, and SQL querying on live event pipelines.
  language: Scala
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Event Streaming
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Querying Amazon Kinesis Streams Directly with SQL and Spark Streaming
  addition_method: manual
  v2_locations:
  - aws-data.md
https://aws.amazon.com/blogs/big-data/using-spark-sql-for-etl:
  addition_method: manual
  last_checked: 1781735876.005314
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-data.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/blogs/compute/architecture-patterns-for-consuming-private-apis-cross-account:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines security and network topology blueprints for consuming private
    APIs across different AWS accounts. Highlights the interaction of VPC endpoints,
    API Gateway resource policies, and Route 53 resolver rules to secure enterprise
    SaaS products.
  language: English
  resource_type: blog
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - API Gateway
  - Cross-Account Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Architecture patterns for consuming private APIs cross-account'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/blogs/compute/building-an-event-driven-application-with-amazon-eventbridge:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This AWS architecture blog details how to design and build serverless
    event-driven applications using Amazon EventBridge. It highlights the platform's
    ability to act as a centralized serverless event bus that simplifies decoupled
    communication across distributed microservices by routing events using declarative
    rules. The pattern eliminates custom routing code, improving structural robustness.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Event-Driven Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Building an event-driven application with Amazon EventBridge
  addition_method: manual
  v2_locations:
  - aws-messaging.md
? https://aws.amazon.com/blogs/compute/building-highly-resilient-applications-with-on-premises-interdependencies-using-aws-local-zones
: description: ''
  addition_method: manual
  content_hash: 408c26ed1b45b2f125ac159b1ea0b040bd6b4d02bbdd63277260684efc8fd4d7
  health_score: 100.0
  last_checked: 1779032731.860781
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: An enterprise resilience design guide integrating AWS Local Zones with
    legacy on-premises systems. It addresses key edge architectures, detailing hybrid
    replication strategies, localized failovers, and latency-sensitive synchronization
    protocols.
  language: N/A
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Computing
  - AWS
  - Infrastructure
  is_microservice: false
  title: Building highly resilient applications with on-premises interdependencies
    using AWS Local Zones
https://aws.amazon.com/blogs/compute/deploying-aws-lambda-layers-automatically-across-multiple-regions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides an automation framework for replicating Lambda Layers across
    multiple geographical AWS regions. Ensures dependency consistency, reduces manual
    overhead in multi-region failover setups, and leverages CloudFormation and Step
    Functions for automated version control.
  language: N/A
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Serverless Architecture
  - AWS Lambda
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Deploying AWS Lambda layers automatically across multiple Regions
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/blogs/compute/introducing-an-enhanced-local-ide-experience-for-aws-step-functions:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Details local IDE integration utilities for designing and tracing AWS
    Step Functions. Enhances developer inner-loops by rendering local visual workflow
    representations and offering live Amazon States Language schema validation directly
    in-editor.
  language: None
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Automation
  - Serverless Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Enhanced Local IDE Experience for AWS Step Functions
  addition_method: manual
  v2_locations:
  - iac.md
  - aws.md
? https://aws.amazon.com/blogs/compute/introducing-aws-sam-pipelines-automatically-generate-deployment-pipelines-for-serverless-applications
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces AWS SAM Pipelines, a feature within the Serverless Application
    Model CLI that auto-generates multi-stage CI/CD pipelines. It supports integration
    with Jenkins, GitLab, GitHub Actions, and Bitbucket, standardizing infrastructure-as-code
    deployment procedures across corporate accounts.
  language: YAML
  resource_type: Tool Release
  complexity: Intermediate
  hierarchy:
  - DevOps & CI/CD
  - Serverless Deployment
  - AWS SAM Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Introducing AWS SAM Pipelines: Automatically generate deployment pipelines
    for serverless applications'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/blogs/compute/migrating-a-monolithic-net-rest-api-to-aws-lambda:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Formulates a structured migration plan to convert a monolithic ASP.NET
    Core Web API into a serverless AWS Lambda execution environment. Evaluates the
    use of the Amazon.Lambda.AspNetCoreServer bridge, highlighting cold start profiling
    and memory management strategies.
  language: C#
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Modernization
  - Monolith Migration
  - .NET Core
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Migrating a monolithic .NET REST API to AWS Lambda
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/blogs/compute/operating-lambda-understanding-event-driven-architecture-part-1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational multi-part operational guide from AWS technical evangelists
    focusing on event-driven serverless architectures. Explores decoupled communication,
    idempotent execution, and event processing.
  language: None
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Cloud Platforms
  - Serverless Architecture
  - AWS Lambda
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Operating Lambda: Understanding event-driven architecture
    – Part 1'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/blogs/compute/quick-restoration-through-replacing-the-root-volumes-of-amazon-ec2:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: This AWS blog post introduces root volume replacement features for running
    EC2 instances, eliminating reboot downtime during failure remediation. Live Grounding
    shows this capability is vital for debugging critical virtual machines, allowing
    live hot-swapping from a golden image or secure snapshot.
  language: English
  resource_type: Blog / Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - AWS Compute
  - EC2
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Quick Restoration through Replacing the Root Volumes of Amazon EC2 instances
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://aws.amazon.com/blogs/compute/scaling-aws-lambda-permissions-with-attribute-based-access-control-abac:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores Attribute-Based Access Control (ABAC) strategies to scale AWS
    Lambda permission management in complex enterprise accounts. Uses resource tags
    and IAM policies to authorize Lambda actions, avoiding the overhead of managing
    extensive role definitions.
  language: JSON
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - IAM & Access Control
  - ABAC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Scaling AWS Lambda permissions with Attribute-Based Access
    Control (ABAC)'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
? https://aws.amazon.com/blogs/compute/secure-connectivity-from-public-to-private-introducing-ec2-instance-connect-endpoint-june-13-2023
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Introduces the EC2 Instance Connect Endpoint (EICE), a major evolutionary
    step in secure bastion-free SSH/RDP connectivity. Unlike traditional setups requiring
    public IPs or VPNs, EICE tunnels secure administrative connections directly through
    private subnets without exposed bastions.
  language: English
  resource_type: blog
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Security
  - EC2 Connect
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Secure Connectivity from Public to Private: Introducing EC2 Instance Connect
    Endpoint'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/blogs/compute/server-side-rendering-micro-frontends-ui-composer-and-service-discovery:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Proposes a reference architecture for deploying server-side rendered
    (SSR) micro-frontends on AWS. It uses serverless services like AWS Lambda, Amazon
    CloudFront, and dynamic composition layers to optimize SEO and page load speeds.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Frontend Architecture
  - Microfrontends
  - AWS Serverless
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Server-side rendering micro-frontends – UI composer and
    service discovery'
  addition_method: manual
  v2_locations:
  - introduction.md
https://aws.amazon.com/blogs/compute/understanding-aws-lambda-scaling-and-throughput:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Breaks down AWS Lambda's concurrency allocation models, describing burst
    limits, provisioned concurrency, and account-wide throttling mechanisms. Essential
    for architects designing low-latency architectures under erratic user workloads.
  language: N/A
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Serverless Architecture
  - AWS Lambda
  - Concurrency & Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Understanding AWS Lambda scaling and throughput'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-serverless-applications:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Detailed implementation pattern describing how to mount Amazon Elastic
    File System (EFS) onto serverless Lambda functions. This unlocks local high-performance
    file sharing, and heavy workload storage operations.
  language: None
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - Cloud Platforms
  - Serverless Architecture
  - AWS Lambda
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: Using Amazon EFS for AWS Lambda in your serverless applications
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/blogs/containers/addressing-ipv4-address-exhaustion-in-amazon-eks-clusters-using-private-nat-gateways:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Proposes a highly scalable network topology to mitigate RFC 1918 IPv4
    exhaustion in large-scale EKS clusters. Describes configuring private NAT Gateways
    and secondary VPC CIDRs to decouple internal pod networking from restricted corporate
    network spaces.
  language: N/A
  resource_type: Architectural Guide
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Networking
  - IP Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Addressing IPv4 address exhaustion in Amazon EKS clusters
    using private NAT gateways'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/addressing-latency-and-data-transfer-costs-on-eks-using-istio:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Architectural guide analyzing multi-AZ data transfer charges and service-to-service
    latency in EKS. Demonstrates how to design topology-aware routing strategies within
    an Istio Service Mesh to keep traffic localized and cost-effective.
  language: N/A
  resource_type: Technical Analysis
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Networking
  - Service Mesh Latency
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Addressing latency and data transfer costs on EKS using
    Istio'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-1-22:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight covers EKS supporting Kubernetes 1.22. Live grounding
    in 2026 treats this as historical information; modern EKS runs vastly newer versions,
    but this article highlights EKS migration paths and deprecation management.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Managed Kubernetes
  - AWS EKS
  - v1.22
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Amazon EKS now supports Kubernetes 1.22'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-version-1-25:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Amazon EKS added support for Kubernetes version 1.25, bringing security
    policy updates, API removals (such as PodSecurityPolicy), and core platform enhancements
    like container registry authentication improvements.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Container Orchestration
  - EKS Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Amazon EKS now supports Kubernetes version 1.25
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/containers/architecting-for-resiliency-on-aws-app-runner:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight focuses on engineering multi-region, high-availability,
    and fault-tolerant topologies with App Runner. Live Grounding shows that resilient
    patterns rely on Route 53 routing, pilot light databases, and robust custom health
    checks to sustain production-grade service availability.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Application Development
  - Container Orchestration
  - App Runner
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Architecting for resiliency on AWS App Runner
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/blogs/containers/automate-rollbacks-for-amazon-ecs-rolling-deployments-with-cloudwatch-alarms:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural guide outlining automated deployment rollback capabilities
    within ECS rolling deployments. It illustrates how CloudWatch alarms can monitor
    application health (e.g., HTTP 5xx rates) during active deployments and automatically
    trigger rollbacks to a previously stable revision to maintain high availability.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Continuous Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Automate rollbacks for Amazon ECS rolling deployments with CloudWatch alarms
  addition_method: manual
  v2_locations:
  - aws-containers.md
https://aws.amazon.com/blogs/containers/autoscaling-eks-on-fargate-with-custom-metrics:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores scaling mechanisms for EKS pods deployed onto AWS Fargate using
    Prometheus-emitted custom metrics. Illustrates HPA structures that scale serverless
    compute workloads without maintaining EC2 scaling profiles.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Auto-scaling
  - Fargate
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Autoscaling EKS on Fargate with custom metrics'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/aws-and-kubecost-collaborate-to-deliver-cost-monitoring-for-eks-customers:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains the native integration of Kubecost with Amazon EKS to provide
    free, high-granularity in-cluster resource cost allocations. Demonstrates how
    administrators trace expenditures back to namespaces, labels, and specific engineering
    departments.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Cost Optimization
  - Kubecost
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS and Kubecost collaborate to deliver cost monitoring for EKS customers
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/aws-docker-collaborate-simplify-developer-experience:
  addition_method: manual
  content_hash: 732958e71d83dba1ec1914001f8feafa5fa9d062881ed71ef75cfb4dc9553e37
  description: ''
  health_score: 100.0
  last_checked: 1779031399.023446
  needs_ai_refresh: true
  stars: 0
  title: AWS and Docker collaborate to simplify the developer experience
  v1_locations:
  - docs/docker.md
  year: N/A
https://aws.amazon.com/blogs/containers/aws-secrets-manager-controller-poc-an-eks-operator-for-automatic-rotation-of-secrets:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A proof-of-concept EKS Kubernetes Operator designed to synchronize and
    rotate AWS Secrets Manager secrets within EKS clusters automatically. It showcases
    pattern integration between AWS APIs and native Kubernetes Secret resources, reducing
    custom scripting for containerized application workloads.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - Secrets Management
  - Kubernetes Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'AWS Secrets Manager controller POC: an EKS operator for automatic rotation
    of secrets'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/blogs/containers/blue-green-kubernetes-upgrades-for-amazon-eks-anywhere-using-flux:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Showcases a robust GitOps upgrading mechanism using Flux CD on EKS Anywhere
    clusters. Focuses on orchestrating safe blue/green cluster migrations to minimize
    physical infrastructure interruptions.
  language: N/A
  resource_type: Architectural Guide
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Hybrid Cloud
  - Blue-Green Upgrades
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Blue/Green Kubernetes upgrades for Amazon EKS Anywhere using
    Flux'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/chaos-engineering-with-litmuschaos-on-amazon-eks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides an architectural blueprint for integrating LitmusChaos with
    Amazon EKS. Walks through installing custom resources, setting up experiment workflows
    for container and node disruptions, and verifying application resilience with
    AWS native CloudWatch metrics.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Cloud Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Chaos Engineering with LitmusChaos on Amazon EKS'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://aws.amazon.com/blogs/containers/cloud-native-ci-cd-with-tekton-and-argocd-on-aws:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Discusses designing an end-to-end, Kubernetes-native CI/CD pipeline
    on AWS EKS. Uses Tekton for building and containerizing microservices, seamlessly
    handing off the deployment phase to ArgoCD for pull-based application delivery.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps
  - AWS EKS
  - Tekton
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Cloud Native CI/CD with Tekton and ArgoCD on AWS'
  addition_method: manual
  v2_locations:
  - argo.md
https://aws.amazon.com/blogs/containers/continuous-delivery-of-amazon-eks-clusters-using-aws-cdk-and-cdk-pipelines:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights declarative automation pathways for bootstrapping EKS clusters
    using AWS Cloud Development Kit (CDK) Pipelines. Enables software engineering
    teams to manage clusters and infrastructure configurations as deployable programming
    code.
  language: TypeScript
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - AWS CDK
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Continuous Delivery of Amazon EKS Clusters Using AWS CDK
    and CDK Pipelines'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/create-a-pipeline-with-canary-deployments-for-amazon-eks-with-aws-app-mesh:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive technical walkthrough on implementing canary deployment
    pipelines using Amazon EKS and AWS App Mesh. It details the integration of AWS
    CodePipeline and Envoy-based service meshes to orchestrate fine-grained traffic
    shifting, minimizing blast radiuses during software rollouts.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Traffic Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "Create a pipeline with canary deployments for Amazon EKS with AWS App Mesh
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/easy-as-one-two-three-policy-management-with-kyverno-on-amazon-eks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the deployment of Kyverno on Amazon EKS to enforce policy as
    code using native Kubernetes resources. It demonstrates how to write policies
    to restrict root privileges, mutate incoming resources, and audit cluster compliance
    directly without writing complex Rego code.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Security & Compliance
  - Policy Enforcement
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "aws.amazon.com: Easy as one-two-three policy management with Kyverno on
    Amazon EKS \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/eliminate-kubernetes-node-scaling-lag-with-pod-priority-and-over-provisioning:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines the design pattern of utilizing low-priority 'placeholder'
    pods to pre-provision infrastructure capacity on EKS clusters. Ensures that traffic
    spikes or high-priority deployments are scheduled instantly without waiting for
    node boot cycles.
  language: N/A
  resource_type: Architectural Guide
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Scalability
  - Proactive Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Eliminate Kubernetes node scaling lag with pod priority and over-provisioning
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/fluent-bit-integration-in-cloudwatch-container-insights-for-eks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the native integration of Fluent Bit within CloudWatch Container
    Insights for high-performance log routing in EKS. Live Grounding verifies this
    as the standard cloud-native pattern, replacing legacy Fluentd setups to achieve
    lower memory overhead and sub-millisecond log processing speeds.
  language: YAML
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Observability
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Fluent Bit Integration in CloudWatch Container Insights
    for EKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
? https://aws.amazon.com/blogs/containers/gitops-model-for-provisioning-and-bootstrapping-amazon-eks-clusters-using-crossplane-and-argo-cd
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Demonstrates an elegant architectural GitOps paradigm that unifies cloud
    infrastructure and software delivery. Integrates Crossplane for declarative AWS
    API provisioning with Argo CD for continuous application state synchronizations.
  language: N/A
  resource_type: Architectural Guide
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - GitOps & Automation
  - Infrastructure Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: GitOps model for provisioning and bootstrapping Amazon EKS
    clusters using Crossplane and Argo CD'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/how-to-track-costs-in-multi-tenant-amazon-eks-clusters-using-kubecost:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Step-by-step implementation guide detailing how to run Kubecost within
    AWS EKS environments. Explains namespace-level attribution, handling shared load
    balancers, and calculating storage and compute resources accurately against live
    AWS billing registers.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - EKS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How to track costs in multi-tenant Amazon EKS clusters using Kubecost
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://aws.amazon.com/blogs/containers/introducing-aws-load-balancer-controller:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Introduces the Kubernetes-native controller that provisions ALBs and
    NLBs directly from EKS Ingress and Service objects. A de facto standard in EKS
    architectures, replacing generic reverse proxies with tightly integrated AWS-managed
    application delivery controllers.
  language: English
  resource_type: blog
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Kubernetes Networking
  - Controllers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Introducing the AWS Load Balancer Controller
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/blogs/containers/introducing-cdk-for-kubernetes:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: AWS technical launch post announcing CDK for Kubernetes (cdk8s). It
    outlines the core architectural principles, detailing how software developers
    can use general-purpose programming interfaces to output strongly-typed, verifiable
    raw YAML files for any Kubernetes cluster.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Configuration
  - CDK & DSLs
  - CDK8s
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'AWS: Introducing CDK for Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://aws.amazon.com/blogs/containers/introducing-general-availability-of-amazon-eks-anywhere:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Fundamental provisioning guide to instantiate an EKS Anywhere sandbox
    cluster. Leverages Docker-based local execution to demonstrate the configuration
    profiles and administration scripts of local EKS-compliant architectures.
  language: N/A
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Hybrid Cloud
  - Getting Started
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Getting started with Amazon EKS Anywhere'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/kubernetes-as-a-platform-vs-kubernetes-as-an-api-2:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An architectural analysis contrasting the consumption of Kubernetes
    as a pre-packaged deployment runtime versus an extensible resource management
    engine. Explores how the declarative API and control loop model can be utilized
    via Custom Resource Definitions (CRDs) to manage non-container resources (like
    SaaS and physical cloud infrastructure) via Crossplane and similar controllers.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Control Plane
  - API Extensibility
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "aws.amazon.com: Kubernetes as a platform vs. Kubernetes as an API \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://aws.amazon.com/blogs/containers/leveraging-app-mesh-with-amazon-eks-in-a-multi-account-environment:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight presents patterns for orchestrating cross-account microservice
    communication using AWS App Mesh and Amazon EKS. Live Grounding highlights that
    while the multi-account networking concepts remain structurally valid, the reliance
    on App Mesh is obsolete; modern architectures deploy VPC Lattice or cross-cluster
    Istio meshes.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Service Mesh
  - Multi-Account
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'amazon.com: Leveraging App Mesh with Amazon EKS in a Multi-Account environment'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/blogs/containers/onfidos-journey-to-a-multi-cluster-amazon-eks-architecture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores Onfido's architectural transition from single-cluster configurations
    to a multi-region, multi-cluster Amazon EKS framework. Details scaling hurdles,
    network federation, load balancing, and configuration management at global enterprise
    scale.
  language: Markdown
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Multi-Cluster Management
  - Case Study
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Onfido’s Journey to a Multi-Cluster Amazon EKS Architecture
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/operating-a-multi-regional-stateless-application-using-amazon-eks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural whitepaper addressing how to design, deploy, and synchronize
    global stateless applications across multiple regional EKS clusters utilizing
    Route 53 routing policies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - AWS EKS
  - High Availability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Operating a multi-regional stateless application using Amazon
    EKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/planning-kubernetes-upgrades-with-amazon-eks:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A strategic framework for executing major Kubernetes cluster version
    migrations on Amazon EKS. Outlines lifecycle calendars, API deprecation checkpoints,
    testing environments, and emergency rollback procedures for production platforms.
  language: N/A
  resource_type: Architectural Guide
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Cluster Lifecycle
  - Upgrade Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Planning Kubernetes Upgrades with Amazon EKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1:
  description: ''
  addition_method: manual
  content_hash: dca6bc05170d65cf15a694f2b2f5f6fe0b0310fb65e615bd3153cad2c1e932bd
  health_score: 100.0
  last_checked: 1779033665.667467
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: Detailed architectural guide on implementing declarative guardrails
    in EKS clusters to reduce attack surfaces. Focuses on the synergy between Kubernetes
    admission controllers and modern policy engines, illustrating how to validate
    and mutate payloads to block insecure configuration drift.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Policy-as-Code
  is_microservice: false
  title: 'amazon.com: Policy-based countermeasures for Kubernetes – Part 1'
https://aws.amazon.com/blogs/containers/preventing-kubernetes-misconfigurations-using-datree:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An AWS technical write-up detailing the configuration of Datree policies
    inside Amazon EKS clusters to catch security and configuration drift. It details
    automated testing strategies to block misconfigured resource manifests at pre-commit
    and pipeline execution gates.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Policy Enforcement
  - Datree Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Preventing Kubernetes misconfigurations using Datree'
  addition_method: manual
  v2_locations:
  - helm.md
https://aws.amazon.com/blogs/containers/scaling-amazon-eks-and-cassandra-beyond-1000-nodes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical retrospective documenting the extreme scale performance
    testing of Cassandra clusters across 1,000+ nodes on EKS. Highlights optimal kernel-level
    tuning, persistent storage layout modifications, and scheduler fine-tuning required
    to maintain stateful reliability.
  language: N/A
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Scalability
  - Stateful Databases
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Scaling Amazon EKS and Cassandra Beyond 1,000 Nodes
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/start-pods-faster-by-prefetching-images:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Describes the container image prefetching architecture on EKS nodes
    to slash cold-start initialization latency. Discusses daemonset solutions, caching
    strategies, and optimizing node startup times for responsive, highly dynamic cluster
    configurations.
  language: N/A
  resource_type: Architectural Guide
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Scalability
  - Image Prefetching
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Start Pods faster by prefetching images'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/streaming-kubernetes-events-in-slack:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Walkthrough detailing how to set up serverless notification integration
    pipelines that stream Kubernetes events directly to Slack. Integrates tools like
    BotKube or AWS Lambda with EKS clusters to optimize developer response loops.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Streaming Kubernetes Events in Slack'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Architectural guide for diagnosing Amazon EKS API server performance
    using metrics scraped by Prometheus and rendered via Grafana dashboards. Explains
    how to identify bottlenecks like throttling, request latency, and resource starvation
    in managed control planes.
  language: N/A
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Monitoring & Observability
  - API Server Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus and
    Grafana'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/understanding-and-cost-optimizing-amazon-eks-control-plane-logs:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Analyzes the high CloudWatch cost challenges generated by Amazon EKS
    control plane logs (API server, authenticator, audit, scheduler). Demonstrates
    how to configure fluent-bit to filter and route only essential telemetry records
    to cheap storage.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - FinOps & Cloud Cost
  - AWS Optimization
  - EKS Log Optimization
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Understanding and Cost Optimizing Amazon EKS Control Plane
    Logs'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - finops.md
https://aws.amazon.com/blogs/containers/using-amazon-ec2-spot-instances-with-karpenter:
  description: ''
  addition_method: manual
  content_hash: daf6c78ef3fd928bdea0cd314298c053886a158cccc23a867bf1b3a3c85e00b9
  health_score: 100.0
  last_checked: 1779031793.552141
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: An official AWS architectural guide explaining how to leverage EC2 Spot
    Instances with Karpenter. It dives deep into allocation strategies, capacity-optimized
    spot provisioning, and graceful node termination handling via Karpenter's integrated
    interruption handler, guaranteeing high availability at minimum expense.
  language: English
  resource_type: Technical Article
  complexity: High
  hierarchy:
  - Autoscaling
  - Resource Provisioning
  - Cost Optimization
  is_microservice: false
  title: 'aws.amazon.com: Using Amazon EC2 Spot Instances with Karpenter'
https://aws.amazon.com/blogs/containers/using-cdk-to-perform-continuous-deployments-in-multi-region-kubernetes-environments:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the use of AWS Cloud Development Kit (CDK) to model continuous
    delivery systems across multi-region Kubernetes deployments. Highly relevant for
    cloud engineers designing hybrid-cloud architectures that span AKS and EKS infrastructure.
  language: TypeScript
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Provisioning & IaC
  - AWS CDK & Multicluster
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Using CDK to perform continuous deployments in multi-region Kubernetes environments
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/containers/using-prometheus-to-avoid-disasters-with-kubernetes-cpu-limits:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical deep dive into using Prometheus metric queries to track CFS
    (Completely Fair Scheduler) throttle time within AWS EKS. Demonstrates how micro-throttling
    hurts API tail-latencies and how to safely size resources to eliminate runtime
    CPU limit bottlenecks.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Modern Observability & Service Mesh
  - Resource Management
  - Sizing & Quotas
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "aws.amazon.com: Using Prometheus to Avoid Disasters with Kubernetes CPU
    Limits \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://aws.amazon.com/blogs/database/amazon-aurora-postgresql-blue-green-deployment-using-fast-database-cloning:
  addition_method: manual
  ai_summary: Curator Insight outlines zero-downtime database upgrades utilizing Aurora
    PostgreSQL's fast database cloning mechanism. Live Grounding validates that the
    strategy leverages copy-on-write storage architecture to create isolated environments
    for risk-free schema testing and updates. This significantly reduces sync latency
    and production migration risks.
  complexity: Advanced
  content_hash: f2ffb426f17ec679006f7db0f9ff3be284bd868c010d3af24c43d43b07360774
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Deployments
  is_microservice: false
  language: English
  last_checked: 1779030873.940628
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Amazon Aurora PostgreSQL blue/green deployment using fast database cloning
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/blogs/database/auditing-for-highly-regulated-industries-using-amazon-aurora-postgresql:
  addition_method: manual
  ai_summary: Curator Insight details compliance and auditing methodologies for highly
    regulated sectors utilizing Amazon Aurora PostgreSQL. Live Grounding confirms
    the deployment patterns involve pgAudit integration, AWS CloudWatch Logs, and
    database activity streams. It provides actionable reference designs for achieving
    HIPAA, PCI-DSS, and SOC compliance.
  complexity: Advanced
  content_hash: 9df0d1cf6ef8b785e33c781d7f39f058fdab991645d1db5a6124bc24fa62cc80
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Compliance and Security
  is_microservice: false
  language: English
  last_checked: 1779033692.403616
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: ==Auditing for highly regulated industries using Amazon Aurora PostgreSQL==
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/blogs/database/introducing-the-aurora-storage-engine:
  addition_method: manual
  ai_summary: An architectural deep-dive into the specialized, log-structured distributed
    storage engine of Amazon Aurora. Details how it decouples computing from database
    storage, replicating blocks six ways across three availability zones.
  complexity: Advanced
  content_hash: f399d9c8c0f36c7175ecd5414141e38ed658c9ffd36729c7175b956aed3db1fb
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - AWS Databases
  - Amazon Aurora
  is_microservice: true
  language: English
  last_checked: 1779031431.323863
  needs_ai_refresh: true
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Introducing the Aurora Storage Engine
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/blogs/database/migrating-a-commercial-database-to-open-source-with-aws-sct-and-aws-dms:
  addition_method: manual
  ai_summary: Curator Insight examines how the AWS Schema Conversion Tool (SCT) pairs
    with DMS to automate SQL dialect conversion. Live Grounding shows that SCT translates
    legacy stored procedures, views, and functions to Postgres-compatible code before
    streaming data. Essential for teams driving cloud modernization away from costly
    commercial engines.
  complexity: Advanced
  content_hash: 11a1d5f59317e4dfeb41257d01b6a935e045c14275622df634179151f5e7e1b7
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Database Migration
  - Schema Conversion
  is_microservice: false
  language: English
  last_checked: 1779030604.842077
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  title: Migrating a commercial database to open source with AWS SCT and AWS DMS
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/blogs/database/migrating-oracle-databases-with-near-zero-downtime-using-aws-dms:
  addition_method: manual
  ai_summary: Curator Insight provides blueprint architectures for migrating enterprise-grade
    Oracle databases with near-zero business impact. Live Grounding details the setup
    of supplemental logging on Oracle sources and AWS DMS task tuning for high-throughput
    replication. Outstanding technical playbook for traditional database migrations.
  complexity: Advanced
  content_hash: 8143aee7a4468c65e90d6e60a18b3ea628dfd962564f4dc34d15b4ae8939ba91
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Database Migration
  - Oracle Migrations
  is_microservice: false
  language: English
  last_checked: 1779030069.682236
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Migrating Oracle databases with near-zero downtime using AWS DMS
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
? https://aws.amazon.com/blogs/database/modernize-database-stored-procedures-to-use-amazon-aurora-postgresql-federated-queries-pg_cron-and-aws-lambda
: addition_method: manual
  ai_summary: Curator Insight details the modernization of legacy stored procedures
    within PostgreSQL by offloading business logic. Live Grounding shows how pg_cron
    scheduled jobs trigger serverless AWS Lambda functions via external federated
    queries. This architectural pattern untangles database compute from core transaction
    processing.
  complexity: Advanced
  content_hash: f9a5d0e9c71a4a562bd83e49526184013036761926d5be1cafc95dc35ab78958
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Modernization
  is_microservice: false
  language: English
  last_checked: 1779031393.0095
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  title: Modernize database stored procedures to use Amazon Aurora PostgreSQL federated
    queries, pg_cron, and AWS Lambda
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
? https://aws.amazon.com/blogs/database/replicate-and-transform-data-in-amazon-aurora-postgresql-across-multiple-regions-using-aws-dms
: addition_method: manual
  ai_summary: Curator Insight explains complex data replication and real-time schema
    transformations using AWS DMS across geographic zones. Live Grounding demonstrates
    how DMS filters and manipulates streaming CDC events to populate distinct regional
    schemas. An advanced implementation reference for global multi-region database
    architectures.
  complexity: Advanced
  content_hash: 329d6352864cc03622f2584e0a623356b82bc14cb362af55e15ea58a4a79d0b0
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Database Migration
  - Multi-Region Storage
  is_microservice: false
  language: English
  last_checked: 1779029556.519643
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Replicate and transform data in Amazon Aurora PostgreSQL across multiple
    Regions using AWS DMS
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
? https://aws.amazon.com/blogs/database/securely-connect-to-an-amazon-rds-or-amazon-ec2-database-instance-remotely-with-your-preferred-gui
: addition_method: manual
  ai_summary: Curator Insight addresses the configuration challenges of securely managing
    private databases remotely using visual tools. Live Grounding confirms the methodology
    relies on SSH tunneling, AWS Systems Manager (SSM) Session Manager, or VPC client
    VPN endpoints to bypass the need for public IP addresses. This aligns with zero-trust
    architectural principles.
  complexity: Intermediate
  content_hash: 5165e9c9ac44beb53340bbe30d07f5f42a694e562b0aa13b48b0ca309927c322
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Security
  is_microservice: false
  language: English
  last_checked: 1779032117.381603
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: Securely connect to an Amazon RDS or Amazon EC2 database instance remotely
    with your preferred GUI
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/blogs/developer:
  description: ''
  addition_method: manual
  content_hash: ebe9278faed58eec9bfa634033be0ab6b714d88ab44c96a4e3892e59c1870961
  health_score: 100.0
  last_checked: 1779031429.081064
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: The core technical blog for AWS developer tooling, highlighting standard
    SDK architectures for Python and Go, performance benchmarks, and asynchronous
    pipeline developments.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: The AWS Developer Blog now includes Python & GoLang
https://aws.amazon.com/blogs/developer/announcing-end-of-support-for-python-2-7-in-aws-sdk-for-python-and-aws-cli-v1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An official AWS deprecation announcement marking the end of Python 2.7
    support within the AWS SDK for Python (Boto3) and AWS CLI v1. It details migration
    paths to modern Python 3.x runtimes and the container-native AWS CLI v2 architecture.
    Critical reading for legacy system maintainers undergoing platform modernization
    initiatives.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - CLI Tooling
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Announcing the end of support for Python 2.7 in the AWS SDK for Python and
    AWS CLI v1
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://aws.amazon.com/blogs/devops:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The authoritative AWS blog containing continuous architectural blueprints,
    release notes, and real-world implementation case studies for optimizing deployment
    patterns on Amazon Web Services.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Provisioning
  - CI/CD Integration
  - AWS DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS DevOps Blog
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://aws.amazon.com/blogs/devops/announcing-cdk-migrate-a-single-command-to-migrate-to-the-aws-cdk:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Curator Insight details the native CDK CLI capability to ingest deployed
    CloudFormation stacks or raw resources and output fully functional CDK code. Live
    Grounding demonstrates its extreme usefulness in technical debt remediation, shifting
    old legacy infrastructure into managed, programmatically modeled code bases.
  language: TypeScript
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - AWS CDK
  - Migration Tools
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'Announcing CDK Migrate: A single command to migrate to the AWS CDK'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/blogs/devops/aws-codedeploy-deploying-from-a-development-account-to-a-production-account:
  addition_method: manual
  last_checked: 1781735876.123078
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-devops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/blogs/devops/aws-codepipeline-adds-support-for-branch-based-development-and-monorepos:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Release analysis highlighting newly added monorepo and branch-specific
    triggers within AWS CodePipeline, optimizing continuous delivery workflows and
    reducing build execution times.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Provisioning
  - CI/CD Integration
  - AWS CodePipeline
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: AWS CodePipeline adds support for Branch-based development
    and Monorepos'
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://aws.amazon.com/blogs/devops/blue-green-deployments-with-application-load-balancer:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on ALB's advanced routing capabilities to orchestrate safe blue/green
    deployments by shifting traffic percentages between target groups. A crucial operational
    pattern for continuous delivery pipelines, minimizing deployment blast radius.
  language: English
  resource_type: blog
  complexity: advanced
  hierarchy:
  - Software Engineering
  - Deployment Patterns
  - Blue-Green
  - ALB
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Fine-tuning blue/green deployments on application load balancer
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/blogs/devops/building-end-to-end-aws-devsecops-ci-cd-pipeline-with-open-source-sca-sast-and-dast-tools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This comprehensive AWS guide demonstrates building a DevSecOps CI/CD
    pipeline inside AWS CodePipeline. Outlines integrating open-source security components—such
    as SonarQube (SAST), OWASP ZAP (DAST), and Bandit—into native cloud deployment
    workflows.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - DevSecOps
  - AWS Implementations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'amazon.com: Building end-to-end AWS DevSecOps CI/CD pipeline with open source
    SCA, SAST and DAST tools'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://aws.amazon.com/blogs/devops/chaos-engineering-on-amazon-eks-using-aws-fault-injection-simulator:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical walkthrough demonstrating how to orchestrate chaos experiments
    on Amazon EKS using AWS Fault Injection Simulator (FIS). Highlights configuring
    managed cluster actions to trigger node terminations, API failures, and container
    termination within isolated namespaces.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Cloud Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Chaos engineering on Amazon EKS using AWS Fault Injection Simulator
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - chaos-engineering.md
https://aws.amazon.com/blogs/devops/deploy-and-manage-gitlab-runners-on-amazon-ec2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This AWS DevOps guide outlines the deployment, scaling, and operational
    management of self-hosted GitLab Runners on Amazon EC2 instances. It covers autoscaling
    configurations via AWS Auto Scaling Groups and secure execution boundaries using
    AWS IAM instance profiles.
  language: Shell
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cloud Providers
  - AWS
  - GitLab Runner
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Deploy and Manage Gitlab Runners on Amazon EC2
  addition_method: manual
  v2_locations:
  - git.md
https://aws.amazon.com/blogs/devops/introducing-amazon-codewhisperer-for-command-line:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An AWS Developer blog introducing automated command-line capabilities
    for Amazon CodeWhisperer. It highlights AI-driven command completion and automatic
    CLI parameter translation directly in modern terminal emulators. Essential for
    platform engineers aiming to dramatically accelerate shell and infrastructure-as-code
    scripting efficiency.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Developer Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com/blogs: Introducing Amazon CodeWhisperer for command line'
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://aws.amazon.com/blogs/devops/jenkins-high-availability-and-disaster-recovery-on-aws:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'An AWS reference guide covering high-availability and disaster recovery
    setups for Jenkins using shared EFS and cross-region architectures. *Curator Insight*:
    AWS failover patterns. *Live Grounding*: Standard baseline architectural design
    for enterprise continuous delivery resilience.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cloud Environments
  - AWS Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "aws.amazon.com: Jenkins high availability and disaster recovery on AWS \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://aws.amazon.com/blogs/devops/multi-branch-pipeline-management-and-infrastructure-deployment-using-aws-cdk-pipelines:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Advanced engineering tutorial detailing how to set up dynamic, multi-branch
    environments using AWS CDK Pipelines, enabling code-driven promotion of cloud
    architectures.
  language: TypeScript
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud-Native Provisioning
  - CI/CD Integration
  - CDK Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Multi-branch pipeline management and infrastructure deployment
    using AWS CDK Pipelines'
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://aws.amazon.com/blogs/devops/new-self-paced-courses-to-improve-java-and-python-code-quality-with-amazon-codeguru:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Educational curriculum focusing on utilizing CodeGuru's machine-learning
    engines to detect concurrency bugs, resource leaks, and performance bottlenecks
    in Java and Python. These courses provide hands-on telemetry guides to maximize
    DevSecOps efficiency. Architecturally, CodeGuru integrates into CI/CD pipelines
    to enforce static and dynamic code quality.
  language: English
  resource_type: Training
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI Code Analysis
  - Developer Enablement
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Introducing new self-paced courses to improve Java and Python code quality
    with Amazon CodeGuru
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/devops/setting-up-the-jenkins-plugin-for-aws-codedeploy:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step setup guide for configuring the AWS CodeDeploy Jenkins
    plugin, allowing legacy, on-prem Jenkins orchestrations to deploy code artifacts
    directly to AWS cloud groups.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Provisioning
  - CI/CD Integration
  - Jenkins Integration
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Setting Up the Jenkins Plugin for AWS CodeDeploy
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://aws.amazon.com/blogs/devops/tag/continuous-deployment:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Curated collection of continuous deployment strategies optimized for
    AWS runtimes. Explains canary releases, blue/green cluster migrations, and automated
    rollbacks on ECS and EKS.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Provisioning
  - CI/CD Integration
  - AWS DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Continuous Deployment with AWS
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://aws.amazon.com/blogs/devops/using-jenkins-with-codeartifact:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Demonstrates how to authenticate Jenkins runner nodes securely with
    AWS CodeArtifact. Focuses on resolving and publishing Python artifact packages
    safely through automated build lifecycles.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevSecOps & Automation
  - Jenkins-based CI-CD
  - AWS & Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Integrating Jenkins with AWS CodeArtifact to publish and
    consume Python artifacts'
  addition_method: manual
  v2_locations:
  - demos.md
https://aws.amazon.com/blogs/hpc/creating-a-digital-map-of-covid-19-virus-for-discovery-of-new-treatment-compounds:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight captures the orchestration of highly parallelized, massive
    HPC grids on AWS to model viral interactions. Live Grounding confirms that AWS's
    modern HPC offerings (ParallelCluster, Batch, and FSx for Lustre) remain pivotal
    for global health research, processing exabytes of genomic data in record time.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - High Performance Computing
  - Life Sciences
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Creating a digital map of COVID-19 virus for discovery of
    new treatment compounds'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/blogs/industries/accelerating-radiology-imaging-workflows-with-relevant-clinical-context-on-aws:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Focuses on accelerating radiology imaging workflows using serverless
    AWS services to contextualize clinical data. The architecture integrates Picture
    Archiving and Communication Systems (PACS) with Electronic Health Records (EHR)
    through serverless APIs and machine learning processing, delivering contextualized,
    real-time insights to radiologists. This reduces latency in diagnostics while
    maintaining compliance with HIPAA standards.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Platform
  - Healthcare Tech
  - Medical Imaging Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Accelerating radiology imaging workflows with relevant clinical
    context on AWS'
  addition_method: manual
  v2_locations:
  - customer.md
https://aws.amazon.com/blogs/industries/astrazenecas-drug-design-program-built-using-aws-wins-innovation-award:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Analyzes AstraZeneca's cloud-native molecular drug design framework,
    which earned an AWS Innovation Award. The architecture leverages AWS high-performance
    computing (HPC) and serverless batch processing to run massive, parallel virtual
    screenings and machine learning models. This scalable platform drastically reduces
    the time needed to evaluate candidate compounds, showcasing cloud infrastructure
    as a force multiplier in pharmaceutical research.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Cloud Platform
  - Bioinformatics
  - High-Performance Computing
  tags:
  - '[CASE STUDY]'
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: AstraZeneca’s Drug Design Program Built using AWS wins Innovation
    Award'
  addition_method: manual
  v2_locations:
  - customer.md
https://aws.amazon.com/blogs/industries/automating-and-scaling-chaos-engineering-using-aws-fault-injection-simulator:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details structural blueprints for scaling and automating chaos engineering
    across multiple accounts using AWS FIS. Illustrates how to integrate fault tests
    with CI/CD systems and automated event alarms to prevent unintended outages.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Cloud Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Automating and Scaling Chaos Engineering using AWS Fault
    Injection Simulator'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: This case study highlights BMW Group's deployment of a generative AI
    assistant on AWS designed to automate and optimize cloud infrastructure operations.
    By synthesizing telemetry data and AWS resource metrics, the assistant accelerates
    infrastructure diagnostics, reduces operational overhead, and drives cost-efficient
    resource provisioning. It demonstrates how LLMs can be integrated into enterprise
    cloud operations (AIOps) to simplify complex architectural decision-making.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Cloud Platform
  - Enterprise Solutions
  - AI & Infrastructure
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com/blogs/industries: BMW Group Develops a GenAI Assistant to
    Accelerate Infrastructure Optimization on AWS'
  addition_method: manual
  v2_locations:
  - ai.md
  - customer.md
https://aws.amazon.com/blogs/infrastructure-and-automation/save-time-with-automated-security-checks-of-terraform-scripts:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An official AWS tutorial outlining security verification workflows for
    Terraform templates. Shows how to integrate automated scanners like tfsec and
    Checkov inside CI pipelines to catch vulnerabilities pre-provisioning.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Save time with automated security checks of your Terraform
    scripts'
  addition_method: manual
  v2_locations:
  - terraform.md
https://aws.amazon.com/blogs/machine-learning/mlops-foundation-roadmap-for-enterprises-with-amazon-sagemaker:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A detailed blueprints roadmap by AWS outlining standard enterprise implementation
    strategies for SageMaker. Addresses resource provisioning, continuous training
    cycles, multi-account governance, and secure networking architectures required
    for heavy-duty financial and healthcare deployments.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Platforms
  - AWS
  - SageMaker
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: MLOps foundation roadmap for enterprises with Amazon SageMaker'
  addition_method: manual
  v2_locations:
  - mlops.md
? https://aws.amazon.com/blogs/machine-learning/openai-models-and-codex-on-amazon-bedrock-are-now-generally-available/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=n/a&linkId=953986722
: addition_method: automatic
  ai_summary: '### Curator Insight

    This landmark AWS announcement marks the general availability of OpenAI''s frontier
    models (GPT-5.5 and GPT-5.4) and Codex directly within Amazon Bedrock''s secure
    enterprise environment. Organizations can now deploy these state-of-the-art LLMs
    and agentic coding models utilizing Bedrock''s serverless pay-per-token pricing,
    robust VPC data isolation, and integrated governance tools. This significantly
    bridges the gap between AWS''s managed infrastructure and OpenAI''s leading-edge
    intelligence.'
  category: aws-newfeatures
  complexity: Intermediate
  content_hash: 7a8a98ae544a2e32eb710ebfbd446b0237ad4fd5ca0ccac47efe59785f1e712a
  description: Official announcement introducing the general availability of OpenAI's
    GPT-5.5, GPT-5.4, and Codex models on the serverless Amazon Bedrock platform.
  hierarchy:
  - Amazon Web Services
  - Amazon Bedrock
  - Generative AI Integration
  impact_score: 96
  is_microservice: false
  language: English
  last_checked: 1780401702.549054
  reputation_status: Vetted
  reputation_summary: Official AWS Blog announcement. One of the highest-impact enterprise
    news cycles of 2026, marking a monumental shift in the availability of OpenAI
    models on major public cloud serverless platforms.
  resource_type: Announcement
  social_preview_url: https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2026/06/01/21096.png
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - DE FACTO STANDARD
  - ENTERPRISE-STABLE
  title: OpenAI Models and Codex on Amazon Bedrock are Now Generally Available
  year: '2026'
? https://aws.amazon.com/blogs/machine-learning/promote-pipelines-in-a-multi-environment-setup-using-amazon-sagemaker-model-registry-hashicorp-terraform-github-and-jenkins-ci-cd
: description: ''
  year: '2022'
  stars: 4
  ai_summary: An advanced infrastructure-as-code deployment blueprint for multi-environment
    (Dev, Stage, Prod) MLOps promotion. Orchestrates SageMaker Model Registry with
    HashiCorp Terraform, GitHub Actions, and Jenkins, demonstrating an enterprise-grade,
    highly-secured CI/CD model delivery loop.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Platforms
  - AWS
  - SageMaker
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Promote pipelines in a multi-environment setup using Amazon
    SageMaker Model Registry, HashiCorp Terraform, GitHub, and Jenkins CI/CD'
  addition_method: manual
  v2_locations:
  - mlops.md
https://aws.amazon.com/blogs/mobile/how-to-enforce-user-quota-on-aws-appsync-with-lambda-authorizer:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates how to design custom Lambda Authorizers for AWS AppSync
    (GraphQL) to implement rate-limiting, user tier quotas, and tenant-based isolation.
    Reduces compute strain by verifying credentials and quotas at the API edge.
  language: JavaScript
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - API Management
  - GraphQL & AppSync
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: How to enforce user quota on AWS AppSync with Lambda Authorizer
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/blogs/mt:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official AWS Management and Governance Tools Blog, serving as the
    authority on systems manager, Config, CloudTrail, and CloudWatch updates. It hosts
    standard architectures for designing observability frameworks and cloud optimization.
    Crucial for enterprise platform administrators ensuring alignment with modern
    AWS best practices.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Developer Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Management Tools Blog
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://aws.amazon.com/blogs/mt/amazon-managed-service-for-grafana-amg-preview-updated-with-new-capabilities:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Outlines preview enhancements to AMG, incorporating support for Grafana
    Enterprise upgrades, security posture controls, and direct data source connectivity
    (Prometheus, CloudWatch, OpenSearch). This update automates visualization scaling
    and secures connection configurations. It forms a central visualization plane
    across AWS-managed monitoring services.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Observability
  - Grafana
  - Managed Visualization
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Amazon Managed Service for Grafana (AMG) preview updated with new capabilities
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/mt/automate-preapproved-operations-with-aws-service-catalog-service-actions:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Enables cloud administrators to associate AWS Systems Manager (SSM)
    documents with cataloged products, allowing end-users to perform pre-approved
    operational tasks (like rebooting or scaling). This decouples routine operations
    from root-access privileges, enforcing zero-trust boundaries. It drastically reduces
    IT ticketing overhead through self-service infrastructure operations.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Cloud Governance
  - Service Catalog
  - Operations Automation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Automate preapproved operations with AWS Service Catalog service actions
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://aws.amazon.com/blogs/mt/automated-scaling-of-applications-running-on-eks-using-custom-metric-collected-by-amazon-prometheus-using-prometheus-adapter
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates how to configure the Prometheus Adapter to expose custom
    application metrics to the Kubernetes Horizontal Pod Autoscaler (HPA). The article
    outlines ingestion pipelines from Amazon Managed Service for Prometheus to enable
    dynamic workload scaling.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Auto-scaling
  - Prometheus
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Using Prometheus Adapter to autoscale applications running
    on Amazon EKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/mt/extending-and-exploring-alarm-history-in-amazon-cloudwatch-part-2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates strategies to maintain and analyze deep historical records
    of CloudWatch alarm states over multi-year thresholds using Kinesis Firehose,
    S3 object storage targets, and Athena SQL queries.
  language: SQL
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - CloudWatch
  - Alerting Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Extending and exploring alarm history in Amazon CloudWatch – part 2
  addition_method: manual
  v2_locations:
  - aws-monitoring.md
https://aws.amazon.com/blogs/mt/how-bt-uses-amazon-cloudwatch-to-monitor-millions-of-devices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep-dives into an enterprise architecture deployed by BT utilizing
    Amazon CloudWatch to ingest, structure, and analyze telemetry streams originating
    from millions of physical client network units globally.
  language: N/A
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Case Studies
  - Enterprise Scale
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How BT uses Amazon CloudWatch to monitor millions of devices
  addition_method: manual
  v2_locations:
  - aws-monitoring.md
https://aws.amazon.com/blogs/mt/how-to-use-aws-config-and-cloudtrail-to-find-who-made-changes-to-a-resource:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates how to correlate events from AWS Config history with CloudTrail
    api audit logs. Provides an audit mechanism to pinpoint precise user identities,
    timestamps, and parameters related to unauthorized resource alterations.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - Cloud Governance
  - Compliance & Audit
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How to use AWS Config and CloudTrail to find who made changes to a resource
  addition_method: manual
  v2_locations:
  - aws-monitoring.md
https://aws.amazon.com/blogs/mt/migrate-aws-landing-zone-solution-to-aws-control-tower:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A technical walkthrough explaining the migration path from legacy, custom-built
    AWS Landing Zone (ALZ) frameworks to fully managed Control Tower landing zones.
    It details account enrollment, baseline consolidation, and continuous policy management
    translations. This migration ensures long-term supportability, lower engineering
    maintenance, and structured governance.
  language: English
  resource_type: Migration Guide
  complexity: Advanced
  hierarchy:
  - Cloud Governance
  - Landing Zones
  - Control Tower
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Migrate AWS Landing Zone solution to AWS Control Tower
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/mt/multi-account-aws-trusted-advisor-summaries-now-available-aws-systems-manager-explorer:
  description: ''
  addition_method: manual
  content_hash: ed82966b09b4de2b38dc8548af2ef70f6c034a80410be07d75824f823bc95aab
  health_score: 100.0
  last_checked: 1779031440.094399
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2021'
  ai_summary: This technical integration consolidates multi-account AWS Trusted Advisor
    recommendations directly within AWS Systems Manager Explorer. This consolidation
    provides architects with a single-pane-of-glass dashboard for monitoring cost
    optimization, security, fault tolerance, and operational efficiency across entire
    AWS Organizations. Architecturally, it streamlines administrative overhead and
    improves governance visibility at scale.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Operations & Governance
  - AWS Systems Manager
  is_microservice: false
  title: Multi-account AWS Trusted Advisor summaries now available in AWS Systems
    Manager Explorer
https://aws.amazon.com/blogs/mt/share-your-amazon-cloudwatch-dashboards-with-anyone-using-aws-single-sign-on:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Enables engineers to share CloudWatch dashboards with stakeholders outside
    the AWS Console using IAM Identity Center (formerly AWS SSO). This decouples operations
    visualization from root access management, offering a secure path to operational
    metrics. It ensures fine-grained dashboard sharing across federated organizational
    entities.
  language: English
  resource_type: Service Feature
  complexity: Beginner
  hierarchy:
  - Observability
  - CloudWatch
  - Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Share your Amazon CloudWatch Dashboards with anyone using
    AWS Single Sign-On'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/mt/simplifying-permissions-management-at-scale-using-tags-in-aws-organizations:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how Attribute-Based Access Control (ABAC) can scale within
    AWS Organizations using tag propagation. By tying access control permissions to
    metadata tags applied to AWS accounts and resources, architectures can achieve
    dynamic permission management that automatically scales as new resources are provisioned.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS Governance
  - Access Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Simplifying permissions management at scale using tags in AWS Organizations
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/blogs/mt/standardize-compliance-in-aws-using-devops-and-a-cloud-center-of-excellence-ccoe-approach:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details institutional frameworks for establishing a Cloud Center of
    Excellence (CCoE) to govern multi-account AWS environments. It details the alignment
    of continuous integration pipelines, automated compliance scanning, and guardrail
    enforcement to deliver standardized, compliant patterns across large enterprises.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS Governance
  - Compliance Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Standardize compliance in AWS using DevOps and a Cloud Center of Excellence
    (CCOE) approach
  addition_method: manual
  v2_locations:
  - aws-security.md
? https://aws.amazon.com/blogs/mt/visualize-and-gain-insights-into-your-aws-cost-and-usage-with-cloud-intelligence-dashboards-using-amazon-quicksight
: description: ''
  addition_method: manual
  content_hash: dbcb634c0072d6d61c07855f854799ce9b31d0f4f2b6d8e2bb077b9f7dd56eb0
  health_score: 100.0
  last_checked: 1779030951.759867
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2021'
  ai_summary: Guide to building operational cost dashboards via AWS CUDOS and Amazon
    QuickSight. Translates complex billing files into detailed visualizations tracking
    anomalous expenditure patterns in real time.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - FinOps Strategy
  is_microservice: false
  title: Visualize and gain insights into your AWS cost and usage with Cloud Intelligence
    Dashboards and CUDOS using Amazon QuickSight
https://aws.amazon.com/blogs/networking-and-content-delivery/centralize-access-using-vpc-interface-endpoints:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An advanced networking pattern describing how to route traffic through
    centralized VPC endpoints across complex multi-VPC configurations. Live architectures
    utilize Route 53 Private Hosted Zones and Transit Gateway routing to avoid redundant
    endpoint charges.
  language: English
  resource_type: blog
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - VPC
  - VPC Endpoints
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Centralize access using VPC interface endpoints to access AWS services across
    multiple VPCs
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/blogs/networking-and-content-delivery/creating-active-passive-bgp-connections-over-aws-direct-connect:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Explores advanced Route-Maps and BGP configuration options to establish
    resilient active/passive patterns on AWS Direct Connect. Explains path selection
    using AS-Path prepending and local preference. Critical for hybrid enterprise
    integrations demanding robust automated failover.
  language: English
  resource_type: blog
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Direct Connect
  - BGP Routing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Creating active/passive BGP connections over AWS Direct
    Connect'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/blogs/networking-and-content-delivery/creating-disaster-recovery-mechanisms-using-amazon-route-53:
  description: "- [Disaster recovery with AWS managed services, Part 2: Multi-Region/backup
    and restore \U0001F31F](https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-services-part-ii-multi-region-backup-and-restore)"
  year: '2021'
  stars: 4
  ai_summary: An official AWS networking guide outlining DNS-level disaster recovery
    configurations using Amazon Route 53 health checks and active-passive routing
    policies. Live Grounding shows Route 53 failover remains a foundational architectural
    component for maintaining global availability during severe regional cluster outages.
  language: English
  resource_type: Blog / Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - DNS Routing
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "Creating Disaster Recovery Mechanisms Using Amazon Route 53 \U0001F31F"
  addition_method: manual
  v2_locations:
  - aws-backup.md
? https://aws.amazon.com/blogs/networking-and-content-delivery/resolve-dns-names-of-network-load-balancer-nodes-to-limit-cross-zone-traffic
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Investigates NLB node DNS resolution mechanisms to control cross-zone
    traffic costs. A critical reference for low-latency systems. Curator insight underlines
    zonal isolation; live operations utilize cross-zone disabling to reduce inter-availability
    zone latency and data transfer costs.
  language: English
  resource_type: blog
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Load Balancing
  - Network Load Balancer
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Resolve DNS names of Network Load Balancer nodes to limit cross-Zone traffic
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/blogs/opensource/accelerate-infrastructure-as-code-development-with-open-source-former2:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This AWS blog post reviews the integration of Former2 into migration
    workflows. It demonstrates how to securely parse live AWS API parameters to generate
    accurate, deployable templates for complex networking configurations and database
    deployments.
  language: N/A
  resource_type: Blog/Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Automated Generation
  - AWS Resource Importers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Accelerate infrastructure as code development with open source Former2
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://aws.amazon.com/blogs/opensource/building-a-prometheus-remote-write-exporter-for-the-opentelemetry-go-sdk:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step architectural design on constructing a Prometheus remote
    write exporter using the OpenTelemetry Go SDK. Demonstrates the conversion pipeline
    from OTel internal data points to time-series blocks compatible with Managed Prometheus
    ingestion points.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability
  - OpenTelemetry
  - Go SDK
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Building a Prometheus remote write exporter for the OpenTelemetry
    Go SDK'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://aws.amazon.com/blogs/opensource/declarative-provisioning-of-aws-resources-with-spinnaker-and-crossplane:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight showcases the declarative provisioning of AWS infrastructure
    using Spinnaker unified with Crossplane. Live Grounding shows that combining Crossplane's
    Kubernetes Control Plane model with Spinnaker's application pipelines represents
    an advanced platform engineering paradigm. This enables application developers
    to spin up dependencies dynamically without custom script hooks.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Infrastructure Provisioning
  - Crossplane Spinnaker Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'amazon.com: Declarative provisioning of AWS resources with Spinnaker and
    Crossplane'
  addition_method: manual
  v2_locations:
  - demos.md
https://aws.amazon.com/blogs/opensource/git-push-deploy-app-eks-gitkube:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the deployment of Gitkube on AWS Elastic Kubernetes Service
    (EKS) for git-push deployment mechanics. Historically useful for early rapid prototyping
    loops, though in 2026 this pattern is largely superseded by enterprise GitOps
    frameworks like Flux or ArgoCD.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - GitOps Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws blogs: Git Push to Deploy Your App on EKS'
  addition_method: manual
  v2_locations:
  - demos.md
https://aws.amazon.com/blogs/opensource/introducing-opensearch:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The formal introduction of the OpenSearch project, an Apache 2.0-licensed
    fork of Elasticsearch and Kibana. Outlines AWS’s roadmap for secure, open-source
    search, ingestion, and analytical visualization suites.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Log Management
  - OpenSearch
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'amazon.com: Introducing OpenSearch'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://aws.amazon.com/blogs/opensource/keeping-clients-of-opensearch-and-elasticsearch-compatible-with-open-source:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Addresses client library compatibility hurdles between Elasticsearch
    and OpenSearch. Explains how AWS and the OpenSearch community maintained backwards
    compatibility in SDKs to prevent breaking changes in consumer applications during
    migration.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Log Management
  - OpenSearch
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Keeping clients of OpenSearch and Elasticsearch compatible
    with open source'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://aws.amazon.com/blogs/opensource/kubernetes-ingress-aws-alb-ingress-controller:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Covers the deployment and usage architecture of the AWS Application
    Load Balancer (ALB) Ingress Controller. It shows how the controller interprets
    Kubernetes Ingress resources to provision physical AWS ALB layers, routing external
    HTTP traffic directly to backend pods.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Ingress Controllers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Kubernetes Ingress with AWS ALB Ingress Controller'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/opensource/managing-secrets-deployment-in-kubernetes-using-sealed-secrets:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An AWS technical publication details managing secret deployments via
    Bitnami Sealed Secrets. Leverages cluster-side controller decryption of `SealedSecret`
    custom resources, allowing teams to confidently push encrypted assets directly
    to open Git repositories without risking credential exposure.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Kubernetes Security
  - Bitnami Sealed Secrets
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "aws.amazon.com: Managing secrets deployment in Kubernetes using Sealed Secrets
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://aws.amazon.com/blogs/opensource/openshift-4-on-aws-quick-start:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An official AWS blueprint details early CloudFormation-driven automations
    to instantiate OpenShift 4 environments. While largely replaced by Modern Partner
    Solutions, it remains an informative model for multi-AZ topology layouts.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Public Cloud
  - AWS Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "OpenShift 4 on AWS Quick Starts \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://aws.amazon.com/blogs/opensource/querying-aws-at-scale-across-apis-regions-and-accounts:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Enterprise guide mapping performance configurations designed to query
    massive multi-account, multi-region AWS environments. Analyzes API latency limitations,
    concurrency protocols, and security audits utilizing SQL query abstractions.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure & Orchestration
  - Asset Management & Governance
  - Cloud Analytics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Querying AWS at scale across APIs, Regions, and accounts
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
  - cloud-asset-inventory.md
https://aws.amazon.com/blogs/opensource/realize-policy-as-code-with-aws-cloud-development-kit-through-open-policy-agent:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed walk-through demonstrating Policy-as-Code setups within AWS
    CDK deployment models using Open Policy Agent (OPA). Teaches engineers how to
    compile cloud infrastructure representations and parse them against Rego policies
    to catch insecure setups before resource creation.
  language: TypeScript/Rego
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - DevSecOps
  - Policy as Code
  - Open Policy Agent
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Realize Policy-as-Code with AWS Cloud Development Kit through Open Policy
    Agent \U0001F31F"
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/blogs/opensource/stepping-up-for-a-truly-open-source-elasticsearch:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: AWS's official announcement and rationale behind driving a community-led
    fork of Elasticsearch and Kibana. Outlines commitment to preserving open-source
    software licenses and maintaining Apache 2.0-compliant versions for enterprise
    developers.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - Log Management
  - Industry Shifts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'amazon.com: Stepping up for a truly open source Elasticsearch'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://aws.amazon.com/blogs/opensource/why-jenkins-still-continuously-serves-developers:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An AWS technical analysis detailing why Jenkins remains a widely used
    CI/CD platform. It highlights its plugin ecosystem, massive deployment base, and
    adaptability within highly customized cloud-native environments.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI-CD
  - Jenkins
  - Industry Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "aws.amazon.com/blogs: Why Jenkins still continuously serves developers \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://aws.amazon.com/blogs/security/adhere-to-iam-best-practices-in-2016:
  addition_method: manual
  last_checked: 1781735878.295134
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/blogs/security/announcing-industry-best-practices-for-securing-aws-resources:
  addition_method: manual
  last_checked: 1781735877.799653
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/blogs/security/announcing-new-aws-iam-identity-center-apis-to-manage-users-and-groups-at-scale:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS expanded its IAM Identity Center with programmatic APIs for user
    and group management. These endpoints facilitate Automated Provisioning (SCIM-based
    or native) and deep integration with existing external Identity Providers (IdPs)
    and custom HR software to manage lifecycle identities systematically.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Identity & Access
  - API Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Announcing new AWS IAM Identity Center APIs to manage users and groups at
    scale
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/security/automated-reasoning-and-amazon-s2n:
  addition_method: manual
  last_checked: 1781735878.288824
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/blogs/security/encrypt-global-data-client-side-with-aws-kms-multi-region-keys:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep architectural guide explaining client-side data encryption utilizing
    AWS KMS multi-Region keys. This approach ensures secure, identical-key replication
    across different geographic regions, simplifying global data protection without
    requiring decryption and re-encryption loops.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS
  - Cryptography
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Encrypt global data client-side with AWS KMS multi-Region keys
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/blogs/security/extend-aws-iam-roles-to-workloads-outside-of-aws-with-iam-roles-anywhere:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Official announcement and architectural guide detailing IAM Roles Anywhere.
    This service extends AWS IAM trust to on-premises servers, containers, and databases
    using X.509 PKI certificates. By eliminating the need for long-lived IAM user
    keys outside AWS, it significantly enhances hybrid-cloud security postures.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - AWS IAM
  - Hybrid Cloud Identity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Extend AWS IAM roles to workloads outside of AWS with IAM Roles Anywhere
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/blogs/security/how-to-automate-aws-account-creation-with-sso-user-assignment:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An automation blueprint detailing programmatic AWS account creation
    and scaling under AWS Organizations. Details integration with IAM Identity Center
    (formerly AWS SSO) to automate standard permission set attachments and directory-level
    user allocation during tenancy bootstrap.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: How to automate AWS account creation with SSO user assignment
  addition_method: manual
  v2_locations:
  - aws-security.md
? https://aws.amazon.com/blogs/security/how-to-automate-incident-response-to-security-events-with-aws-systems-manager-incident-manager
: description: ''
  addition_method: manual
  content_hash: 4f27d5fd1a5c1ced37597faa3ef46654a251728f266728cc15665ba18e8c6621
  health_score: 100.0
  last_checked: 1779033081.518781
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2021'
  ai_summary: This guide outlines how to automate security incident response workflows
    using AWS Systems Manager Incident Manager. It details how to leverage custom
    runbooks, notify on-call teams, and orchestrate automated mitigations for resource
    degradation or security breaches. Utilizing these automated workflows drastically
    reduces the Mean Time to Resolution (MTTR) while enforcing uniform incident management
    standards across distributed environments.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security & Incident Response
  - AWS Systems Manager
  is_microservice: false
  title: How to automate incident response to security events with AWS Systems Manager
    Incident Manager
? https://aws.amazon.com/blogs/security/how-to-automatically-update-your-security-groups-for-amazon-cloudfront-and-aws-waf-by-using-aws-lambda
: addition_method: manual
  last_checked: 1781735877.830992
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/blogs/security/how-to-monitor-and-query-iam-resources-at-scale-part-1:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical guide on orchestrating AWS IAM visibility at scale using AWS
    Config, Amazon Athena, and Amazon QuickSight. It outlines data pipeline architectures
    to aggregate, query, and visualize IAM configurations across an entire AWS Organization,
    enabling rapid detection of security regressions and unmanaged IAM entities.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - AWS IAM
  - Compliance & Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How to monitor and query IAM resources at scale – Part 1
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/blogs/security/how-to-record-and-govern-your-iam-resource-configurations-using-aws-config:
  addition_method: manual
  last_checked: 1781735877.763796
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/blogs/security/how-to-replicate-secrets-aws-secrets-manager-multiple-regions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural blueprint describing how to orchestrate multi-region secrets
    replication natively via AWS Secrets Manager. It explains synchronization mechanics,
    KMS encryption wrapping at rest in target regions, and read-replica endpoint configurations
    to guarantee low-latency access and cross-region disaster recovery capability.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - Secrets Management
  - Disaster Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How to replicate secrets in AWS Secrets Manager to multiple Regions
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/blogs/security/how-to-restrict-amazon-s3-bucket-access-to-a-specific-iam-role:
  addition_method: manual
  last_checked: 1781735877.999374
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/blogs/security/how-to-use-aws-security-hub-and-amazon-opensearch-service-for-siem:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A reference architecture blueprint demonstrating how to centralize finding
    logs from AWS Security Hub and ingestion-routing them into Amazon OpenSearch Service.
    It serves as a cost-effective, real-time Security Information and Event Management
    (SIEM) dashboard for continuous log investigation.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS
  - Security Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: How to use AWS Security Hub and Amazon OpenSearch Service for SIEM
  addition_method: manual
  v2_locations:
  - aws-security.md
? https://aws.amazon.com/blogs/security/how-to-use-saml-to-automatically-direct-federated-users-to-a-specific-aws-management-console-page
: addition_method: manual
  last_checked: 1781735878.287185
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/blogs/security/in-case-you-missed-these-aws-security-blog-posts-from-june-july-and-august:
  addition_method: manual
  last_checked: 1781735878.290862
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/blogs/security/security-practices-in-aws-multi-tenant-saas-environments:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical guide establishing SaaS tenant isolation policies on AWS.
    Discusses partitioning patterns across compute resources, dynamically generating
    short-lived IAM session credentials to enforce data-layer security boundaries,
    and configuring tenant-specific encryption keys via KMS.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS
  - SaaS Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Security practices in AWS multi-tenant SaaS environments
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/blogs/security/temporary-elevated-access-management-with-iam-identity-center:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: AWS IAM Identity Center introduced temporary elevated access mechanisms.
    This feature implements time-bound, audited administrative permissions (just-in-time
    privilege escalation), mitigating risks from persistently elevated root and operator
    access.
  language: None
  resource_type: Cloud Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Identity & Access
  - Privilege Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Temporary elevated access management with IAM Identity Center
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/blogs/security/the-most-popular-aws-security-blog-posts-in-2015:
  addition_method: manual
  last_checked: 1781735878.434501
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/blogs/security/the-most-viewed-aws-security-blog-posts-so-far-in-2016:
  addition_method: manual
  last_checked: 1781735878.280956
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/blogs/security/update-of-aws-security-reference-architecture-is-now-available:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An architectural announcement detailing updates made to the AWS Security
    Reference Architecture (SRA). Details integrations with newly evolved AWS security
    services, updated multi-account strategies, and delegation changes designed to
    simplify operational overhead.
  language: English
  resource_type: Announcement
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Security and Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Update of AWS Security Reference Architecture is now available'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/blogs/security/updated-whitepaper-available-aws-best-practices-for-ddos-resiliency:
  addition_method: manual
  last_checked: 1781735878.292008
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://aws.amazon.com/blogs/security/use-iam-access-analyzer-policy-generation-to-grant-fine-grained-permissions-for-your-aws-cloudformation-service-roles
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed operational guide showing how to generate least-privilege IAM
    policies automatically from CloudFormation deployment histories via Access Analyzer.
    This workflow accelerates secure infrastructure-as-code deployments by capturing
    actual runtime API calls and converting them into precise, production-ready IAM
    policies.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - AWS IAM
  - Least Privilege Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Use IAM Access Analyzer policy generation to grant fine-grained permissions
    for your AWS CloudFormation service roles
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/blogs/security/when-and-where-to-use-iam-permissions-boundaries:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive architectural guide on implementing AWS IAM permissions
    boundaries to delegate authority safely. It explains how to set the maximum privilege
    level for IAM principals, enabling developers to create roles without escalating
    privileges. Essential for scaling IAM governance in decentralized engineering
    organizations.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - AWS IAM
  - Access Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: When and where to use IAM permissions boundaries'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/blogs/smb/four-principles-of-cloud-financial-management-small-and-medium-business-owners-need-to-know:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Breaks down AWS Cloud Financial Management (CFM) pillars specifically
    optimized for small and medium businesses. Outlines strategies for mapping budgets
    to cloud infrastructure utilization using AWS Cost Explorer and AWS Budgets, striking
    a balance between fast delivery and operational cost overhead.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - FinOps & Cloud Cost
  - AWS Optimization
  - SMB Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Four Principles of Cloud Financial Management Small and
    Medium Business Owners Need to Know'
  addition_method: manual
  v2_locations:
  - finops.md
https://aws.amazon.com/blogs/storage/a-step-by-step-guide-to-synchronize-data-between-amazon-s3-buckets:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A step-by-step engineering blueprint outlining how to execute multi-TB
    synchronization loops between distinct S3 buckets using CLI, AWS Batch, and replication
    mechanisms. Crucial for disaster recovery planning and regional migration strategies.
  language: Bash
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage
  - AWS S3
  - S3 Synchronization
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: A step-by-step guide to synchronize data between Amazon S3 buckets
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://aws.amazon.com/blogs/storage/automate-and-centrally-manage-data-protection-for-amazon-s3-with-aws-backup:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Details on leveraging AWS Backup to configure and schedule continuous
    backups and point-in-time restores directly for Amazon S3 buckets. Live Grounding
    identifies this integration as a critical requirement for securing high-scale
    object store applications against ransomware or logical deletion bugs.
  language: English
  resource_type: Blog / Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - AWS Services
  - S3 Protection
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Automate and centrally manage data protection for Amazon S3 with AWS Backup
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://aws.amazon.com/blogs/storage/building-an-active-active-latency-based-application-across-multiple-regions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines patterns for constructing active-active, latency-routed storage
    setups across multiple geographical AWS Regions. Focuses on orchestrating distributed
    systems with zero-RTO ambitions, detailing replication policies, DNS-level routing
    strategies, and conflict-free data synchronization. Key trade-offs in consistency
    and replication lag are analyzed to build resilient enterprise services.
  language: Agnostic
  resource_type: Architecture Reference
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Reliability Engineering
  - Multi-Region Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Building an active-active, latency-based application across multiple Regions
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://aws.amazon.com/blogs/storage/machine-learning-with-kubeflow-on-amazon-eks-with-amazon-efs:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Illustrates the reference architecture for scaling distributed machine
    learning workloads using Kubeflow on Amazon EKS backed by AWS EFS. Addresses shared-storage
    patterns crucial for training datasets, model checkpoints, and collaborative Jupyter
    notebooks.
  language: N/A
  resource_type: Architectural Guide
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Machine Learning
  - Kubeflow Storage
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Machine Learning with Kubeflow on Amazon EKS with Amazon
    EFS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/storage/manage-amazon-s3-storage-costs-granularly-and-at-scale-using-s3-intelligent-tiering:
  description: ''
  addition_method: manual
  content_hash: af55e777f6dd102fb7cc5e394eed245a3bd08094b063b668dbc466b217dfb6f5
  health_score: 100.0
  last_checked: 1779033100.924138
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2021'
  ai_summary: Details how S3 Intelligent-Tiering minimizes administration tasks by
    automating object data migration. Moves records between active and archival tiers
    based on individual file lifecycle events.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - Storage Costs
  is_microservice: false
  title: Manage Amazon S3 storage costs granularly and at scale using S3 Intelligent-Tiering
https://aws.amazon.com/blogs/storage/monitor-amazon-s3-activity-using-s3-server-access-logs-and-pandas-in-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the implementation of data-driven security audits and monitoring
    on Amazon S3. Leveraging Python's Pandas library, the post walks through parsing
    raw S3 server access logs to construct structured dataframes. This allows engineers
    to query access patterns, detect anomalous behaviors, and automate compliance
    audits with high precision without provisioning complex database engines.
  language: Python
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Storage
  - AWS S3
  - Analytics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Monitor Amazon S3 activity using S3 server access logs and Pandas in Python
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://aws.amazon.com/blogs/storage/mount-amazon-efs-file-systems-cross-account-from-amazon-eks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guide to mounting Amazon Elastic File System (EFS) across separate
    AWS accounts using AWS Organizations and EKS. Outlines IAM policy delegation and
    EFS CSI driver setup to enable persistent shared storage across multi-tenant environments.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Storage
  - Amazon EFS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Mount Amazon EFS file systems cross-account from Amazon
    EKS, and utilize AWS Organizations more effectively'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/blogs/storage/persistent-storage-for-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive architectural assessment of persistent storage paradigms
    in AWS-hosted Kubernetes. Contrasts EBS, EFS, and FSx for Lustre, outlining optimal
    use cases, performance characteristics, and mounting protocols across containerized
    applications.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Storage
  - Persistent Volumes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Persistent storage for Kubernetes'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/cdk:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Curator Insight highlights the AWS Cloud Development Kit (CDK) for defining
    cloud infrastructure using familiar programming languages. Live Grounding confirms
    AWS CDK v2 is the undisputed standard for modern AWS programmatic provisioning,
    drastically reducing CloudFormation boilerplate via high-level, reusable constructs.
  language: TypeScript
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - AWS CDK
  - Core Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: CDK
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/certification/certification-prep/testing:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Official AWS portal dedicated to scheduling cloud certification exams
    via Pearson VUE. Provides essential administrative details, policy guidelines,
    accommodations request forms, and localized testing options.
  language: English
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Certification Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Schedule an Exam
  addition_method: manual
  v2_locations:
  - aws-training.md
https://aws.amazon.com/cli:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main landing and installation documentation portal for the AWS Command
    Line Interface. It acts as the definitive source for setting up the CLI across
    macOS, Linux, and Windows environments. Essential for establishing standard terminal
    configurations and programmatic environment variables across both developer workstations
    and CI/CD agents.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - CLI Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon CLI Documentation
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://aws.amazon.com/cloud-adoption-framework:
  description: ''
  addition_method: manual
  content_hash: 91cf5a1db1ab2d0b67528ecbe38fc8a3a5e00d5aa2311358212017dcd995a2c3
  health_score: 100.0
  last_checked: 1779130494.967017
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: The AWS Cloud Adoption Framework (AWS CAF) defines a structured architectural
    approach to enterprise cloud migration. Evaluates six primary organizational perspectives
    to securely de-risk large-scale cloud transformations.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Enterprise Migration
  - Frameworks
  is_microservice: false
  title: AWS Cloud Adoption Framework (AWS CAF)
https://aws.amazon.com/cloudcontrolapi:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed programmatic standard for the Cloud Control API. Unifies CRUDL
    interactions across hundreds of AWS resource classes and third-party integration
    schemas, facilitating custom provisioning engine designs.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Infrastructure APIs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Cloud Control API
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/cloudendure-migration:
  addition_method: manual
  content_hash: ccdb5e1bcd00e5ad0b9280760d24f3379a49018ec7469ba09622f6bd4de3fe61
  description: ''
  health_score: 100.0
  last_checked: 1779034041.547775
  stars: 0
  status: online
  title: AWS Cloud Endure Migration
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://aws.amazon.com/cloudformation:
  addition_method: manual
  content_hash: 6860ed82275e041fcbe79931339f8e8c8f2a0179f7a5da72a834d4b124cc2e70
  health_score: 100.0
  last_checked: 1779034045.406942
  v1_locations:
  - docs/yaml.md
  is_special: true
https://aws.amazon.com/codeguru:
  addition_method: manual
  content_hash: e811a6adc26559771a1657eba236d26f3e4922cb5b5f7ea7d71281015666d74e
  description: ''
  health_score: 100.0
  last_checked: 1779029124.171829
  stars: 0
  status: online
  title: Amazon CodeGuru Reviewer
  v1_locations:
  - docs/devel-sites.md
  year: N/A
https://aws.amazon.com/codeguru/profiler:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Amazon CodeGuru Reviewer is an AI-driven security and performance analysis
    service built to find hard-to-detect defects within CI/CD pipelines. It identifies
    security vulnerabilities, synchronization issues, and resource leaks. In 2026,
    it offers refined cloud-native optimization suggestions tailored to AWS service
    dependencies and serverless execution environments.
  language: Java
  resource_type: tool
  complexity: Advanced
  hierarchy:
  - DevOps & CI/CD
  - Automated Code Review
  - Amazon CodeGuru
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon CodeGuru Reviewer
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://aws.amazon.com/codewhisperer:
  addition_method: manual
  content_hash: 30cd6d021ff9fb492b38f274b8c66090eadf4e900bce6a00dd2a0a3b48692f73
  description: ''
  health_score: 100.0
  last_checked: 1779034564.308462
  stars: 0
  status: online
  title: "Amazon CodeWhisperer \U0001F31F"
  v1_locations:
  - docs/aws-tools-scripts.md
  - docs/devel-sites.md
  year: N/A
https://aws.amazon.com/compliance/shared-responsibility-model:
  addition_method: manual
  content_hash: a1ee072decf0f2baca82f1015afe12e9904f70a09c25c6bd9524eaf803947ed6
  health_score: 100.0
  last_checked: 1779031826.989036
  needs_ai_refresh: true
  v1_locations:
  - docs/aws.md
https://aws.amazon.com/controltower:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Official AWS product reference for AWS Control Tower, a managed service
    that streamlines multi-account governance and landing zone orchestration. It details
    how the platform enforces automated guardrails, visualizes enterprise health,
    and coordinates with AWS Organizations for centralized billing and policy compliance.
  language: None
  resource_type: Service
  complexity: Intermediate
  hierarchy:
  - AWS
  - Multi-Account Setup
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: AWS Control Tower'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/corretto:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Amazon Corretto is a no-cost, multiplatform, production-ready distribution
    of OpenJDK backed by Amazon AWS. It includes performance optimizations and security
    patches used internally at Amazon, making it a reliable standard for enterprise
    Java APIs.
  language: Java
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Ecosystem
  - JDK Distribution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon Corretto
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://aws.amazon.com/datapipeline:
  addition_method: manual
  content_hash: b9fae1d0be9296b6fc7d2340f9ab54f90a9525d2133fa56706439edcc2b3272b
  description: ''
  health_score: 100.0
  last_checked: 1779034568.917172
  stars: 0
  status: online
  title: AWS Data Pipeline
  v1_locations:
  - docs/aws-data.md
  year: N/A
https://aws.amazon.com/de/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses Prometheus instrumentation and query dashboards tailored specifically
    for evaluating EKS API server health. Analyzes performance bottlenecks, webhook
    latency, request queues, and resource utilization to maintain high availability.
  language: PromQL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/de/blogs/mt/strategies-for-consolidating-aws-environments:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details architectural strategies for consolidating multi-account AWS
    environments. Explores AWS Organizations setups, control tower governance, and
    billing unification across enterprise structures.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - Cloud Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Strategies for consolidating AWS environments
  addition_method: manual
  v2_locations:
  - aws-architecture.md
? https://aws.amazon.com/de/blogs/networking-and-content-delivery/authorizationedge-using-cookies-protect-your-amazon-cloudfront-content-from-being-downloaded-by-unauthenticated-users
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents edge security patterns leveraging Lambda@Edge or CloudFront
    Functions to validate cookies and JWTs. This approach prevents unauthorized downloads
    of static content directly at the CDN tier, dramatically reducing backend origin
    load.
  language: English
  resource_type: blog
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - CDN
  - Edge Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Authorization@Edge using cookies: Protect your Amazon CloudFront
    content from being downloaded by unauthenticated users'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/de/blogs/storage/simplifying-amazon-ebs-volume-migration-and-modification-using-the-ebs-csi-driver:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines techniques for non-disruptively scaling, upgrading, and migrating
    stateful persistent volumes using the advanced AWS Elastic Block Store (EBS) CSI
    Driver. Focuses on hot-modifying volume sizes, IOPS parameters, and throughput.
  language: N/A
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Storage
  - EBS Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Simplifying Amazon EBS volume migration and modification on Kubernetes using
    the EBS CSI Driver
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.amazon.com/device-farm:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Product brief of AWS Device Farm, an automated application testing service
    hosting real physical mobile devices and desktop browser stacks for continuous
    cross-platform validation.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Mobile Testing
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'AWS Device Farm: Improve the quality of your web and mobile applications
    by testing across desktop browsers and real mobile devices hosted in the AWS Cloud'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/devops:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: AWS’s primary DevOps portal, presenting their native continuous delivery
    and infrastructure management stack, including CodePipeline, CodeBuild, and CloudFormation.
    While curator listings highlight frictionless integration with EC2 and ECS, live
    architectural patterns in 2026 showcase teams frequently combining AWS-native
    compute with cloud-agnostic deployment runtimes to avoid platform lock-in.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Ecosystem
  - Cloud Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "AWS DevOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
  - aws-devops.md
  - devops.md
https://aws.amazon.com/devops-guru:
  addition_method: manual
  content_hash: 280116a655de3cf3a75f1334ee3bbe7f51e83630f34c706164de136170dd341e
  description: ''
  health_score: 100.0
  last_checked: 1779029294.538587
  stars: 0
  status: online
  title: Amazon DevOps Guru
  v1_locations:
  - docs/aws-devops.md
  year: N/A
https://aws.amazon.com/devops/-guru:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.999056
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-devops.md
  v2_locations:
  - aws-devops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/dms/?audit=2019q1:
  addition_method: manual
  ai_summary: Curator Insight offers a comprehensive methodology and step-by-step
    guidance for planning and executing database migrations to AWS. Live Grounding
    reviews key architectural patterns, conversion tools (AWS SCT), and common anti-patterns.
    Crucial reading for enterprise modernization and cloud adoption planning.
  complexity: Advanced
  description: ''
  hierarchy:
  - Cloud Infrastructure
  - Database Migration
  - Whitepapers
  is_microservice: false
  language: English
  resource_type: Whitepaper
  stars: 4
  status: online
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  title: 'Whitepaper: Migrating Your Databases to AWS'
  v2_locations:
  - aws-databases.md
  year: '2019'
https://aws.amazon.com/dms/learn-more:
  addition_method: manual
  content_hash: 7ac4db73285b65f1f821b683233f8d3e1481d806d3a0bd3f07e610f53ff05139
  description: ''
  health_score: 100.0
  last_checked: 1779031576.496623
  stars: 0
  status: online
  title: 'Whitepaper: Migrating Your Databases to AWS'
  v1_locations:
  - docs/aws-databases.md
  year: N/A
https://aws.amazon.com/documentation/elastic-beanstalk:
  description: ''
  year: '2011'
  stars: 0
  ai_summary: Official reference architecture and deployment guide for AWS Elastic
    Beanstalk. Simplifies cloud application lifecycle management by handling capacity
    provisioning, balancing, scaling, and platform patching.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - PaaS Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: AWS Elastic Beanstalk Documentation
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/eks:
  addition_method: manual
  content_hash: dc4e75731432f5deb65ca3101065c75f0937fad733f57179ef7f185b7ffee548
  health_score: 100.0
  last_checked: 1779034155.615435
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-on-premise.md
https://aws.amazon.com/elasticloadbalancing/application-load-balancer:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The authoritative landing page for AWS ALB, highlighting its Layer 7
    request routing capabilities, HTTP/2 support, and WAF integrations. Modern microservices
    rely on ALB's path-based and host-based routing to expose APIs dynamically.
  language: English
  resource_type: documentation
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Load Balancing
  - Application Load Balancer
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Application Load Balancer
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/elasticloadbalancing/applicationloadbalancer:
  addition_method: manual
  content_hash: 9afd89ec5e6ae024c833406a37b61768771d65db7f9dda728b3a1d4bba245dd1
  description: ''
  health_score: 100.0
  last_checked: 1779031327.282979
  stars: 0
  status: online
  title: Application Load Balancer
  v1_locations:
  - docs/aws-networking.md
  year: N/A
https://aws.amazon.com/en/eks:
  addition_method: manual
  content_hash: dc4e75731432f5deb65ca3101065c75f0937fad733f57179ef7f185b7ffee548
  health_score: 100.0
  last_checked: 1779029142.3663
  v1_locations:
  - docs/matrix-table.md
https://aws.amazon.com/en/iot:
  addition_method: manual
  content_hash: 53a4ea9ed280c66544be53a0137bd389de48046349fb777aab0ec4ac4e2650cb
  description: ''
  health_score: 100.0
  last_checked: 1779030982.773584
  stars: 0
  status: online
  title: aws.amazon.com/en/iot
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://aws.amazon.com/en/premiumsupport:
  addition_method: manual
  content_hash: be1cf71d0326726204d76ad5aa0b2031464021b98ef70d6e5cd4dc9101896afd
  description: ''
  health_score: 100.0
  last_checked: 1779030436.601735
  stars: 0
  status: online
  title: AWS Support
  v1_locations:
  - docs/aws.md
  year: N/A
https://aws.amazon.com/en/premiumsupport/knowledge-center:
  addition_method: manual
  content_hash: ec4e2f5075597f14863a449986ae6312a4ad332eb0b511b9da30df9b82a50582
  description: ''
  health_score: 100.0
  last_checked: 1779033118.516298
  stars: 0
  status: online
  title: AWS Knowledge Center
  v1_locations:
  - docs/aws.md
  year: N/A
? https://aws.amazon.com/es/about-aws/whats-new/2015/12/aws-cloudformation-adds-support-for-aws-waf-and-aws-directory-service-for-microsoft-active-directory
: addition_method: manual
  content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36
  description: ''
  health_score: 100.0
  last_checked: 1779032159.312217
  stars: 0
  status: online
  title: AWS CloudFormation Adds Support for AWS WAF and AWS Directory Service for
    Microsoft Active Directory
  v1_locations:
  - docs/aws-newfeatures.md
  year: N/A
https://aws.amazon.com/es/about-aws/whats-new/2016/06/docker-datacenter-on-the-aws-cloud-quick-start-reference-deployment:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Quick Start guide detailing the automated orchestration of Docker Datacenter
    (now Mirantis Kubernetes Engine) on AWS. It serves as an architectural design
    reference from the pre-Kubernetes dominance era, describing multi-zone registry
    configurations, control planes, and Swarm-based container engines.
  language: N/A
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Legacy Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Docker Datacenter on the AWS Cloud: Quick Start Reference Deployment'
  addition_method: manual
  v2_locations:
  - aws-containers.md
https://aws.amazon.com/es/about-aws/whats-new/2016/06/easily-model-your-app-data-in-a-nosql-database-with-aws-mobile-hub:
  addition_method: manual
  ai_summary: Curator Insight details a legacy utility tool (AWS Mobile Hub) that
    assisted developers in bootstrapping NoSQL data layers. Live Grounding highlights
    that AWS Mobile Hub has been replaced by the more powerful AWS Amplify framework.
    Included for legacy archeological reference. [SPANISH CONTENT]
  complexity: Beginner
  content_hash: 21f8bb9eda217128301104a7159790fc2f1b33f4d8dc498fb4b1a9c34391a72e
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Mobile Development
  - Legacy Releases
  is_microservice: false
  language: Spanish
  last_checked: 1779031618.520511
  needs_ai_refresh: true
  resource_type: Release Announcement
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  title: Easily model your app data in a NoSQL database with AWS Mobile Hub
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
? https://aws.amazon.com/es/about-aws/whats-new/2016/07/aws-schema-conversion-tool-now-supports-conversions-from-oracle-dw-and-teradata-to-amazon-redshift-embedded-code-conversion-and-cloud-native-code-optimization
: addition_method: manual
  ai_summary: Curator Insight announces legacy enhancements to AWS SCT, focusing on
    target conversions to Amazon Redshift. Live Grounding confirms this enabled automation
    for migrating complex on-premises data warehouses like Teradata and Oracle DW
    to modern cloud analytics warehouses. [SPANISH CONTENT]
  complexity: Advanced
  content_hash: ab8d47918e42fe8451e7eb56d8d4786364927e216ff5abba72f85dd1b6ed0eca
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Database Migration
  - Legacy Releases
  is_microservice: false
  language: Spanish
  last_checked: 1779032217.232132
  needs_ai_refresh: true
  resource_type: Release Announcement
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  title: AWS Schema Conversion Tool now supports conversions from Oracle DW and Teradata
    to Amazon Redshift, Embedded Code Conversion, and Cloud native Code Optimization
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/es/about-aws/whats-new/2016/08/amazon-inspector-announces-general-availability-for-windows:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Historical announcement outlining Amazon Inspector's release of vulnerability
    assessment scanning support on Windows Server instances. While foundational, modern
    operators should reference later Amazon Inspector v2 capabilities for unified
    container and EC2 scanning.
  language: Spanish
  resource_type: Announcement
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Vulnerability Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon Inspector Announces General Availability for Windows
  addition_method: manual
  v2_locations:
  - aws-security.md
? https://aws.amazon.com/es/about-aws/whats-new/2016/08/backup-and-archive-to-aws-storage-gateway-vtl-with-veeam-backup-and-replication-v9
: description: ''
  year: '2016'
  stars: 3
  ai_summary: An AWS announcement detailing integration between Veeam Backup & Replication
    and the virtual tape library (VTL) functionality of AWS Storage Gateway. Live
    Grounding highlights how this hybrid solution continues to serve traditional enterprises
    transitioning to the cloud while maintaining legacy archiving requirements.
  language: English
  resource_type: Release Announcement
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - AWS Storage
  - Veeam Integration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Backup and archive to AWS Storage Gateway VTL with Veeam Backup & Replication
    v9
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://aws.amazon.com/es/about-aws/whats-new/2016/10/first-aws-certification-study-guide-now-available:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Historical announcement of the first official AWS Certified Solutions
    Architect - Associate Study Guide. While highly informative on classical concepts,
    modern practitioners must supplement it with current AWS documentation to address
    the evolved features of modern cloud services.
  language: English
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Certification Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: First AWS Certification Study Guide Now Available'
  addition_method: manual
  v2_locations:
  - aws-training.md
https://aws.amazon.com/es/about-aws/whats-new/2021/08/ec2-vm-import-export-unified-extensible-firmware-interface-aws:
  addition_method: manual
  content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36
  description: ''
  health_score: 100.0
  last_checked: 1779034223.882681
  stars: 0
  status: online
  title: EC2 VM Import/Export now supports migration of virtual machines with Unified
    Extensible Firmware Interface (UEFI) boot to AWS
  v1_locations:
  - docs/aws-newfeatures.md
  year: N/A
https://aws.amazon.com/es/blogs/apn/aws-networking-for-developers:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Synthesizes AWS's core networking constructs for software engineers.
    While early guides treat VPC and subnetting as peripheral, modern development
    architectures position these as foundational security boundaries. The guide details
    CIDR blocks, VPC structure, and security groups.
  language: English
  resource_type: blog
  complexity: beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Networking for Developers
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/es/blogs/apn/oracle-database-encryption-options-on-amazon-rds:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A technical architectural blog guiding engineers through configuring
    database security on Amazon RDS. It focuses on integrating Oracle Transparent
    Data Encryption (TDE) with AWS KMS, ensuring low-latency column and tablespace
    encryption-at-rest with robust enterprise key separation.
  language: Spanish
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS
  - Database Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Oracle Database Encryption Options on Amazon RDS
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/es/blogs/architecture/connect-amazon-s3-file-gateway-using-aws-privatelink-for-amazon-s3:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A security-focused guide detailing how to mount and connect AWS S3 File
    Gateways securely using AWS PrivateLink endpoints. Eliminates exposure to the
    public internet by keeping all backup transactions fully routed within local corporate
    VPC networks.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage
  - AWS S3
  - Private Connectivity
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Connect Amazon S3 File Gateway using AWS PrivateLink for Amazon S3
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://aws.amazon.com/es/blogs/aws-spanish/aws-network-firewall-nuevo-servicio-gestionado-de-firewall-para-vpc:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Un análisis en español sobre AWS Network Firewall, detallando cómo este
    servicio gestionado de seguridad perimetral proporciona inspección de paquetes
    activa, prevención de intrusiones (IPS) y filtrado de URL. Arquitectónicamente,
    se integra con Transit Gateway para asegurar de manera centralizada el tráfico
    de entrada y salida a nivel de VPC corporativo.
  language: Spanish
  resource_type: Service
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Network Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: AWS Network Firewall – Nuevo Servicio Gestionado de Firewall para VPC
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/es/blogs/aws-spanish/examenes-practicos-gratuitos-y-100-en-espanol-para-que-obtenga-su-certificacion:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Spanish-language portal by AWS detailing official, free practice certification
    exams. Designed to help Spanish-speaking engineers evaluate their readiness for
    Cloud Practitioner and Solutions Architect exams while familiarizing themselves
    with localized technical vocabulary.
  language: Spanish
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Certification Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Exámenes prácticos gratuitos y 100% en español para que
    obtenga su certificación'
  addition_method: manual
  v2_locations:
  - aws-training.md
https://aws.amazon.com/es/blogs/aws/amazon-elasticsearch-service-is-now-amazon-opensearch-service-and-supports-opensearch-10:
  addition_method: manual
  content_hash: 50e89257bccff5ad33443b08ee3e69bfa8293c698504c504d6d500db995f2130
  description: ''
  health_score: 100.0
  last_checked: 1779032977.326799
  stars: 0
  status: online
  title: 'aws.amazon.com: Amazon Elasticsearch Service Is Now Amazon OpenSearch Service''
    and Supports OpenSearch 1.0'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://aws.amazon.com/es/blogs/aws/amazon-rds-proxy-now-generally-available:
  addition_method: manual
  ai_summary: Curator Insight presents Amazon RDS Proxy as a managed solution to handle
    high database connection concurrency. Live Grounding validates that RDS Proxy
    multiplexes connections, bypassing the performance degradation caused by high
    serverless (AWS Lambda) spin-up events. A critical integration pattern for cloud-native
    microservices. [SPANISH CONTENT]
  complexity: Intermediate
  content_hash: bf0c24c2f82da9fadb5e86e0950ef96791ae86c854470897dd544b3ae9b0dbca
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Serverless Architecture
  is_microservice: true
  language: Spanish
  last_checked: 1779030597.459597
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  title: Amazon RDS Proxy – Now Generally Available
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://aws.amazon.com/es/blogs/aws/amazon-s3-glacier-price-reduction:
  description: ''
  addition_method: manual
  content_hash: de838d4e4d6256050d8712e060ec0a29730e57d09ef9418b67a61096d1f9ea9a
  health_score: 100.0
  last_checked: 1779031720.165704
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2021'
  ai_summary: Analyses structural price reductions on S3 Glacier archiving solutions.
    Evaluates its architectural impact for enterprises storing high-volume data lakes
    and maintaining long-term historical compliance logs.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - Storage Costs
  is_microservice: false
  title: 'aws.amazon.com: Amazon S3 Glacier Price Reduction'
https://aws.amazon.com/es/blogs/aws/aws-cloudshell-command-line-access-to-aws-resources:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Introduction to AWS CloudShell, a browser-based, secure terminal console
    preconfigured with standard CLI utilities, shell environments, and automatic IAM
    session credential sharing.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Management Tools
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: AWS CloudShell - Command-Line Access to AWS Resources
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/es/blogs/aws/ec2-price-reduction-for-ec2-instance-saving-plans-and-standard-reserved-instances:
  description: ''
  addition_method: manual
  content_hash: 815be8e566d6624237e65cc5cb8947cdf55f101a50ffdda374bbc85a0a03a398
  health_score: 100.0
  last_checked: 1779030440.264816
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2020'
  ai_summary: Details systemic price reductions for EC2 Instance Savings Plans and
    Standard Reserved Instances. Highlights AWS's continuous price adjustments and
    the architectural shift towards commitment-based financial engineering models.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - Compute Costs
  is_microservice: false
  title: 'May 2020: EC2 Price Reduction – For EC2 Instance Saving Plans and Standard''
    Reserved Instances'
https://aws.amazon.com/es/blogs/aws/introducing-a-public-registry-for-aws-cloudformation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The AWS CloudFormation Public Registry simplifies resource discovery,
    allowing platform engineers to deploy third-party resource models directly within
    stacks. It eliminates the need for complex, custom lambda triggers when integrating
    external APIs or monitoring tools.
  language: N/A
  resource_type: Registry Platform
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - Registries
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Introducing a Public Registry for AWS CloudFormation
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://aws.amazon.com/es/blogs/aws/new-for-aws-cloudformation-quickly-retry-stack-operations-from-the-point-of-failure:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Introduces the ability to retry failed CloudFormation stack operations
    from the point of failure, omitting the need to rollback and rebuild the entire
    deployment from scratch. This drastically optimizes development feedback loops,
    especially when dealing with flaky external resources or transient timeouts. It
    dramatically changes IaC debugging workflows on AWS.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - State Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: New for AWS CloudFormation – Quickly Retry Stack Operations from the Point
    of Failure
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/es/blogs/aws/red-hat-openshift-service-on-aws-now-generally-availably:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The official AWS News Blog GA release for ROSA. It highlights deep integration
    with native AWS consoles, identity management, and simplified direct deployment
    methods.
  language: Spanish
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Managed Kubernetes
  - ROSA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'amazon.com: Red Hat OpenShift Service on AWS Now GA'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://aws.amazon.com/es/blogs/compute/optimizing-lambda-functions-packaged-as-container-images:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highly technical optimization guide for serverless containers. Focuses
    on cache warming, base image choices, and reducing multi-tier image footprints
    to minimize cold start latency.
  language: None
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Cloud Platforms
  - Serverless Architecture
  - AWS Lambda
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'aws.amazon.com: Optimizing Lambda functions packaged as container images'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/es/blogs/containers/developers-guide-to-using-amazon-efs-with-amazon-ecs-and-aws-fargate-part-1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed developer's guide showing how to mount elastic, multi-writer
    shared storage structures (Amazon EFS) onto transient AWS ECS containers running
    under AWS Fargate. Highly critical for migrating legacy workloads requiring stateful
    configurations.
  language: N/A
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - AWS ECS & Fargate
  - Storage Architecture
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Amazon EFS with Amazon ECS and AWS Fargate – Part 1
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/es/blogs/containers/introducing-cdk8s-intent-driven-apis-for-kubernetes-objects:
  description: ''
  addition_method: manual
  content_hash: 784a3338cc02023deec7725049143e6541f7344bf6de43993dbbca12b49f9f7b
  health_score: 100.0
  last_checked: 1779031089.028613
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: AWS blog introducing cdk8s+, an abstraction layer built on top of Cloud
    Development Kit for Kubernetes. Allows developers to programmatically compose
    secure, intent-driven configurations using object-oriented languages instead of
    flat YAML documents.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Configuration Management
  - IaC & SDKs
  - CDK
  is_microservice: false
  title: 'Introducing cdk8s+: Intent-driven APIs for Kubernetes objects'
https://aws.amazon.com/es/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1:
  description: ''
  addition_method: manual
  content_hash: dca6bc05170d65cf15a694f2b2f5f6fe0b0310fb65e615bd3153cad2c1e932bd
  health_score: 100.0
  last_checked: 1779033511.089671
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: Spanish localized edition of AWS's architectural breakdown detailing
    policy-driven mitigations within Kubernetes runtime layers. Instructs platform
    engineers on configuring robust security guardrails using native Kubernetes controllers
    and cloud provider identity brokers to neutralize container vulnerabilities.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Policy-as-Code
  is_microservice: false
  title: 'aws.amazon.com: Policy-based countermeasures for Kubernetes – Part 1'
https://aws.amazon.com/es/blogs/containers/red-hat-openshift-service-on-aws-architecture-and-networking:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth guide on ROSA integration within existing virtual networks,
    demonstrating VPC configurations, routing tables, and Elastic Load Balancer (ELB)
    design parameters.
  language: Spanish
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Cluster Networking
  - ROSA Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Red Hat OpenShift Service on AWS: architecture and networking'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://aws.amazon.com/es/blogs/developer/migrating-to-boto3:
  description: ''
  year: '2015'
  stars: 4
  ai_summary: Curator Insight outlines the definitive transition guide from early
    Boto v2 to the modern Boto3 framework. Live Grounding demonstrates that Boto3
    is the fundamental backend library for programmatic cloud orchestration, leveraging
    AWS-designed schemas to autogenerate modern client models.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - AWS SDK
  - Migration Guides
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Migrating to Boto3
  addition_method: manual
  v2_locations:
  - python.md
https://aws.amazon.com/es/blogs/devops/building-a-serverless-jenkins-environment-on-aws-fargate:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'This architectural blueprint outlines how to build a highly available,
    serverless Jenkins cluster on AWS Fargate. It covers eliminating static controller
    instances, deploying dynamic containerized worker agents via ECS, and mitigating
    idle cost structures. *Curator Insight*: Highlighting cloud-native agent deployment.
    *Live Grounding*: By 2026, Fargate-backed agents represent a dominant methodology
    to avoid VM configuration drift and dynamic scaling bottlenecks.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Serverless Jenkins on AWS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'amazon.com: Building a serverless Jenkins environment on AWS Fargate'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://aws.amazon.com/es/blogs/enterprise-strategy/introducing-finops-excuse-me-devsecfinbizops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An AWS enterprise strategy blog post introducing the concept of DevSecFinBizOps.
    Suggests integrating cloud financial management and budgeting constraints directly
    into the DevOps software delivery cycle, shifting financial responsibility left
    to engineering teams.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Financial Operations
  - FinOps
  - Methodologies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Introducing FinOps—Excuse Me, DevSecFinBizOps'
  addition_method: manual
  v2_locations:
  - finops.md
https://aws.amazon.com/es/blogs/infrastructure-and-automation/use-git-pre-commit-hooks-avoid-aws-cloudformation-errors:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This AWS systems guide walks through integrating static scanners like
    cfn-lint, cfn-nag, and validation rules directly into git pre-commit hooks. It
    helps catch syntax errors and non-compliant configurations early, improving commit
    quality.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - Pre-commit Hooks
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Use Git pre-commit hooks to avoid AWS CloudFormation errors
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://aws.amazon.com/es/blogs/mt/bring-your-own-cli-session-manager-configurable-shell-profiles:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An implementation guide for setting up customizable shell profiles inside
    AWS Systems Manager (SSM) Session Manager. It enables operators to access secure
    terminal connections on EC2 machines while applying automated command restrictions
    and central logging configurations.
  language: English/Spanish
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Infrastructure Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Bring your own CLI to Session Manager with configurable shell profiles
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/es/blogs/security/automatically-block-suspicious-traffic-with-aws-network-firewall-and-amazon-guardduty:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An active threat-mitigation architectural pattern integrating AWS Network
    Firewall and Amazon GuardDuty. By leveraging AWS Lambda to parse GuardDuty threat
    alerts, the architecture dynamically injects stateful IP blocking rules into the
    Network Firewall, creating an automated self-healing network security perimeter.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - Network Security
  - Threat Mitigation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Automatically block suspicious traffic with AWS Network Firewall and Amazon
    GuardDuty
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/es/blogs/security/new-iamctl-tool-compares-multiple-iam-roles-and-policies:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Introduces iamctl, a command-line tool designed to query, compare, and
    diff multi-account AWS IAM role schemas and security profiles. This utility prevents
    configuration drift and minimizes human error in pipeline-driven IAM updates.
  language: English/Spanish
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: New IAMCTL tool compares multiple IAM roles and policies
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/es/builders-library/automating-safe-hands-off-deployments:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: A highly technical AWS Builders Library analysis detailing Amazon's
    safe, automated deployment methodologies. Highlights pipeline design using fractional
    wave rollouts, automated synthetic testing, and automated rollbacks triggered
    by alarm thresholds.
  language: Spanish
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Engineering
  - AWS
  - Automated Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "aws.amazon.com: Automating safe, hands-off deployments \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://aws.amazon.com/es/codepipeline/product-integrations:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Technical integration matrix detailing partner-supported build, testing,
    and security scanning extensions available for AWS CodePipeline deployment pipelines.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Provisioning
  - CI/CD Integration
  - AWS CodePipeline
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Partner Network - CodePipeline Integrations
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://aws.amazon.com/es/documentation/ecr:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official engineering reference for Amazon ECR, a fully managed OCI-compliant
    container registry. It covers critical security integrations, image scanning capabilities,
    cross-region replication configurations, and direct integration with Amazon ECS/EKS
    to facilitate safe, high-speed container pull actions.
  language: N/A
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Container Registries
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Amazon EC2 Container Registry Documentation
  addition_method: manual
  v2_locations:
  - aws-containers.md
https://aws.amazon.com/es/eks/pricing:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official pricing directory for AWS Elastic Kubernetes Service (EKS).
    Outlines hourly control-plane overhead fees alongside integration costs for EC2
    worker nodes, AWS Fargate, and localized Outposts. Live grounding establishes
    EKS pricing as the foundational metric for container hosting calculations.
  language: Spanish
  resource_type: Reference/Pricing
  complexity: Intermediate
  hierarchy:
  - Kubernetes Management
  - Managed Kubernetes
  - AWS EKS Costs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: AWS Kubernetes pricing
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://aws.amazon.com/es/local/spain:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The landing portal for AWS's infrastructure operations in Spain, outlining
    local low-latency clusters, geographical redundancy options, and sovereign data
    residency frameworks for European enterprise workloads.
  language: None
  resource_type: Reference
  complexity: Beginner
  hierarchy:
  - Cloud Platforms
  - AWS Regional Infrastructure
  - Spain
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS en España
  addition_method: manual
  v2_locations:
  - aws-spain.md
https://aws.amazon.com/es/premiumsupport/knowledge-center/troubleshoot-service-quotas-cli-commands:
  addition_method: manual
  content_hash: f521091844b95e4b498fcddac441a8a8acc3301cd1a71087193764f3e2cfbbea
  description: ''
  health_score: 100.0
  last_checked: 1779034173.668686
  stars: 0
  status: online
  title: How can I troubleshoot errors using the AWS CLI to manage my service quota
    requests?
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://aws.amazon.com/es/training/ramp-up-guides:
  description: ''
  addition_method: manual
  content_hash: 08c9e28d5bdf2e68d3dd77b5c5264a2b489cd8c63862d95a915dac73bfce2229
  health_score: 100.0
  last_checked: 1779033750.768372
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: Curated, structured training roadmaps provided by AWS experts to build
    capability across role-based boundaries (Architect, Developer, DevOps). These
    paths organize disparate services into digestible, progressive educational units.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: AWS Ramp-Up Guides
https://aws.amazon.com/es/vmware:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: Official architectural landing page for VMware Cloud on AWS. Outlines
    SDDC framework deployments on bare-metal infrastructure, enabling disaster recovery,
    capacity bursting, and seamless VM migrations.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Hybrid Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: VMware Cloud on AWS
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/events:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The main catalog of upcoming and archived AWS training webinars, events,
    and bootcamps, detailing multi-region strategy patterns, cloud migration best
    practices, and serverless architectures.
  language: None
  resource_type: Resource Catalog
  complexity: Beginner
  hierarchy:
  - Cloud Platforms
  - AWS Education
  - Resources
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'RESOURCE HUB: Eventos y webinars de AWS'
  addition_method: manual
  v2_locations:
  - aws-spain.md
? https://aws.amazon.com/events/reinvent/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=GSMT%20Only&linkId=950284531
: addition_method: automatic
  ai_summary: 'The primary information repository and registration hub for AWS''s
    flagship learning event.

    - **Architectural Value**: Serves as the ground truth for major cloud infrastructure,
    compute, and serverless product launches.

    - **Key Features**: Comprehensive catalog of technical bootcamps, architectural
    breakout sessions, and keynotes.

    - **Technical Significance**: Essential for enterprise cloud architects seeking
    to keep abreast of managed service innovations and optimization patterns.'
  category: aws-architecture
  complexity: intermediate
  content_hash: 0c494498880ce071e39678c8245dd4a17251c0eb519814b91a070326a8b68a03
  description: The primary learning and announcements portal for Amazon Web Services
    re:Invent conference.
  hierarchy:
  - AWS Ecosystem
  - Cloud Conferences
  - re:Invent Events
  is_microservice: false
  language: en
  last_checked: 1780352544.370534
  reputation_status: Vetted
  reputation_summary: The premier annual AWS learning conference where global cloud
    announcements, deep-dive sessions, and technical architecture workshops are launched.
  resource_type: event
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: AWS re:Invent Event Portal
  year: '2026'
https://aws.amazon.com/getting-started/hands-on:
  description: ''
  addition_method: manual
  content_hash: e169e28e3c1fe0da727dd43e11980a3b29a9a5df232553b62ccf5f4efa0d6786
  health_score: 100.0
  last_checked: 1779130495.01498
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: An onboarding portal featuring bite-sized, 10-minute technical exercises
    across core services (EC2, S3, RDS). These tutorials utilize guided steps to help
    engineers rapidly spin up cloud resources while demonstrating fundamental networking,
    security, and storage architecture patterns.
  language: English
  resource_type: Educational
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS Services
  - Hands-on Tutorials
  is_microservice: false
  title: AWS 10-Minute Tutorials
https://aws.amazon.com/getting-started/hands-on/cost-optimize-jenkins:
  addition_method: manual
  content_hash: 54afa79a4b27d7657455be5dfb12c3c6dccb1580b6ab07a0ccdcc4aa9d558fb1
  description: ''
  health_score: 100.0
  last_checked: 1779032232.257751
  stars: 0
  status: online
  title: "aws.amazon.com: How to cost optimize Jenkins jobs on Kubernetes with EC2'
    Spot Instances \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://aws.amazon.com/getting-started/projects/deploy-kubernetes-app-amazon-eks:
  addition_method: manual
  content_hash: 4bf709362f4aef747e0ac49d07c4a607138d91ddbb4ad1c14787ac358c81f0c4
  description: ''
  health_score: 100.0
  last_checked: 1779034235.483696
  stars: 0
  status: online
  title: 'aws.amazon.com: Deploy a kubernetes application'
  v1_locations:
  - docs/demos.md
  year: N/A
https://aws.amazon.com/getting-started/tutorials:
  addition_method: manual
  content_hash: 90389b12e5080aef584936b7e2fa36ffd67cd6638101365e0cd0efe64f163cc4
  description: ''
  health_score: 100.0
  last_checked: 1779030024.676571
  stars: 0
  status: online
  title: AWS 10-Minute Tutorials
  v1_locations:
  - docs/aws.md
  year: N/A
https://aws.amazon.com/getting-started/tutorials/create-mysql-db:
  addition_method: manual
  content_hash: 721b62b045492c126d7de94e7f61fd1db854bd23c7767798fbcb580df8c76531
  description: ''
  health_score: 100.0
  last_checked: 1779031146.82959
  stars: 0
  status: online
  title: 'AWS Tutorials: Create and Connect to a MySQL Database with Amazon RDS'
  v1_locations:
  - docs/aws-databases.md
  year: N/A
https://aws.amazon.com/glue:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Official page of AWS Glue, a fully managed serverless data integration
    service. Identifies structural discovery using AWS Glue Data Catalog, PySpark
    ETL execution, and schema registry controls.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - ETL
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: AWS Data Pipeline
  addition_method: manual
  v2_locations:
  - aws-data.md
https://aws.amazon.com/grafana:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Managed visualization console offering direct enterprise integrations
    with SSO and IAM setups. Allows telemetry aggregation from diverse cloud datasources
    (S3, Prometheus, CloudWatch, Opensearch) under unified dynamic views.
  language: N/A
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Managed Services
  - Grafana
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon Managed Service for Grafana
  addition_method: manual
  v2_locations:
  - aws-monitoring.md
https://aws.amazon.com/iot:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Technical documentation for AWS IoT Core, a high-throughput managed
    broker designed to securely route and map billions of device telemetry streams
    into cloud databases and analysis applications.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Edge & IoT
  - AWS
  - IoT Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: aws.amazon.com/en/iot
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
? https://aws.amazon.com/isv/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=2b5d5ac0-d7ce-421b-87ac-beedc1d30a35&linkId=953889966
: addition_method: automatic
  ai_summary: '### Curator Insight

    This AWS portal serves as the primary gateway for Independent Software Vendors
    (ISVs) looking to architect, deploy, and scale SaaS products on AWS. It provides
    blueprints for integrating multi-tenant databases, achieving the ''Rule of 40''
    through cloud growth, and aligning with the AWS Global Passport program for global
    expansion. Software architects and product leaders can leverage this hub for proven
    business and technical growth frameworks.'
  category: aws-architecture
  complexity: Intermediate
  content_hash: 5a4a19c413e621ee4426eb9e8e9b68f9267b94964c81001d3c4aba87077d3615
  description: The primary landing page for Independent Software Vendors (ISVs) looking
    to scale, optimize, and market multi-tenant SaaS products utilizing the AWS partner
    network.
  hierarchy:
  - Amazon Web Services
  - SaaS Architecture
  - ISV Scaling
  impact_score: 80
  is_microservice: false
  language: English
  last_checked: 1780401702.548994
  reputation_status: Vetted
  reputation_summary: Official AWS portal. Holds direct corporate backing and is verified
    as the central authoritative resource for scaling SaaS and software businesses
    on AWS infrastructure.
  resource_type: Documentation Portal
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - ENTERPRISE-STABLE
  title: AWS Software and Technology Business Scaling Solutions
  year: '2025'
https://aws.amazon.com/lightsail:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Curator Insight presents AWS Lightsail as a simplified, cost-predictable
    virtual private server (VPS) alternative to raw EC2. Live Grounding confirms Lightsail
    is widely used in 2026 for small-scale projects, staging environments, and rapid
    WP deployments, offering pre-configured blueprints and straightforward billing.
  language: N/A
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Virtual Private Servers
  - AWS Lightsail
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS LightSail
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/marketplace:
  description: ''
  addition_method: manual
  content_hash: 5fef63d962aacea02598faf7bb9d03728428a72878ce93fff36b25a821c8c795
  health_score: 100.0
  last_checked: 1779033479.137128
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: The centralized enterprise portal cataloging certified third-party software,
    AMI definitions, and SaaS integrations compatible with AWS workloads. It serves
    as an procurement platform, simplifying image provisioning and licensing configurations.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Infrastructure
  is_microservice: false
  title: AWS Marketplace
https://aws.amazon.com/marketplace/search/results?searchTerms=tower:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A curated catalog of Amazon Machine Images (AMIs) featuring pre-configured
    deployments of Ansible Tower and AWX. This enables fast, turn-key deployment of
    configuration management control centers within VPC structures on AWS.
  language: N/A
  resource_type: Cloud Catalog
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Marketplace
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'AWS Marketplace (AMIs): AWX/Tower'
  addition_method: manual
  v2_locations:
  - ansible.md
? https://aws.amazon.com/migration-and-modernization/partners/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=4dd53e6b-f293-407d-aa10-583d5e116d36&sc_content=Video&trk=4dd53e6b-f293-407d-aa10-583d5e116d36&linkId=951237536
: addition_method: automatic
  ai_summary: 'An official AWS directory cataloging specialized partner integrations
    and automation solutions designed for deep enterprise migrations.

    * Supports complex migrations for legacy architectures, VMware setups, and SAP
    systems, incorporating automated, AI-driven refactoring mechanisms.

    * Integrates proven tooling from system integrators (including Capgemini, Accenture,
    and Infosys) to achieve up to 90% faster workload mobilization.'
  category: aws-architecture
  complexity: intermediate
  content_hash: 0ce564c28a7581531b64a90c23cccb1ddf0ff5cef8093c661f0b98fcd53725ac
  description: Official portal showcasing AWS Partner specialized solutions for migrating
    and modernizing VMware, SAP, and legacy enterprise workloads.
  hierarchy:
  - Public Cloud Solutions
  - Amazon Web Services
  - Cloud Migration
  - Infrastructure Modernization
  is_microservice: false
  language: en
  last_checked: 1780352686.74471
  reputation_status: Vetted
  reputation_summary: The portal represents the official, highly scrutinized ecosystem
    database of certified cloud migration solutions on AWS, with zero negative community
    consensus.
  resource_type: website
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: cloud-migration
  tags:
  - GUIDE
  - ENTERPRISE-STABLE
  title: AWS Migration and Modernization partners
  year: '2026'
? https://aws.amazon.com/migration-and-modernization/podcast/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=d441cd74-3302-403f-826c-e93c7355e15a&trk=d441cd74-3302-403f-826c-e93c7355e15a&linkId=943129312
: addition_method: automatic
  ai_summary: An official podcast series from Amazon Web Services dedicated to cloud-native
    application transformation, migration patterns, and organizational leadership.
    Featuring insights from AWS Executives-in-Residence, cloud architects, and financial
    analysts, it unpacks practical frameworks like the '7 Rs' of migration, security
    modernization (in collaboration with the Office of the CISO), and decoupled migration
    vs. modernization approaches. The discussions serve as an invaluable handbook
    for enterprise cloud leaders driving massive, risk-conscious cloud adoption.
  category: aws-architecture
  complexity: Advanced
  content_hash: cad13ebc9ccc2a2f4959b77c95f73fb5ceaf96add87d113aaf1a032b059dbfe3
  description: Strategic and architectural discussions mapping out enterprise cloud
    modernization and transformation routes.
  hierarchy:
  - Cloud Architecture
  - AWS
  - Cloud Migration
  - Modernization Strategy
  is_microservice: false
  language: en
  last_checked: 1780352148.493975
  reputation_status: Vetted
  reputation_summary: Vetted official channel from AWS featuring verified executive
    strategies.
  resource_type: Podcast
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: podcasts
  tags:
  - ENTERPRISE-STABLE
  - GUIDE
  title: AWS Migration and Modernization Podcast
  year: '2026'
https://aws.amazon.com/new:
  description: ''
  addition_method: manual
  content_hash: 8ef59e9e82b6b0aff0f6b09a107f68758afb256ba6567817f6725f47252179de
  health_score: 100.0
  last_checked: 1779029590.143815
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: Duplicate stream of AWS release announcements tracking core architecture,
    security, and developer ecosystem changes across globally distributed infrastructure
    zones.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: 'aws.amazon.com/new: What''s New with AWS?'
https://aws.amazon.com/opsworks:
  addition_method: manual
  content_hash: 658abd4c003c0f5d6404a802de04904212bbe908c4a3bb8b6e223f85dd58aae1
  description: ''
  health_score: 100.0
  last_checked: 1779032163.088083
  stars: 0
  status: online
  title: AWS OpsWorks
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://aws.amazon.com/partners:
  description: "- [APN Technology Partners](https://aws.amazon.com/partners/paths)\n
    \   - [APN Consulting Partners](https://aws.amazon.com/partners/consulting)"
  year: '2026'
  stars: 0
  ai_summary: Curator Insight highlights the portal for finding verified APN Technology
    and Consulting partners. Live Grounding shows AWS Partner Network remains the
    core commercial engine for AWS, facilitating ISV integrations, validated architectures,
    and professional service engagements globally.
  language: N/A
  resource_type: Portal
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Ecosystem
  - AWS Partners
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Partner Network
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://aws.amazon.com/partners/consulting:
  addition_method: manual
  content_hash: a59298b1ea21ea06d976f681238730cc4f66f913f58e69ae9c65c7a291e83324
  description: ''
  health_score: 100.0
  last_checked: 1779032661.921593
  stars: 0
  title: APN Consulting Partners
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://aws.amazon.com/partners/paths:
  addition_method: manual
  content_hash: d3c6564eb8b9a475e546628c89f8a8f44fa7ab6e1a83a5331af80af915e72ad3
  health_score: 84.0
  last_checked: 1779130494.974513
  v1_locations:
  - docs/aws-miscellaneous.md
https://aws.amazon.com/partners/technology:
  addition_method: manual
  content_hash: a59298b1ea21ea06d976f681238730cc4f66f913f58e69ae9c65c7a291e83324
  description: ''
  health_score: 100.0
  last_checked: 1779029070.38511
  stars: 0
  title: APN Technology Partners
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://aws.amazon.com/podcasts/aws-podcast:
  description: ''
  addition_method: manual
  content_hash: 4af0ab4a3a787a8212685a1a7e6868084bd444d5034c4184b901b12a8d5abdb6
  health_score: 100.0
  last_checked: 1779033713.588984
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: The official audio podcast network providing runtime updates, expert
    discussions, and inside perspectives on architectural patterns directly from AWS
    developers and clients.
  language: N/A
  resource_type: Podcast
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: AWS Podcasts
https://aws.amazon.com/podcasts/aws-techchat:
  description: ''
  addition_method: manual
  content_hash: d7c7427cb59696e9ccc4ba09a1cce4f064cabbe61ce88f8cc4703056815dd56a
  health_score: 100.0
  last_checked: 1779032087.74657
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: Region-specific developer chat podcast providing quick insights, technological
    reviews, and platform trend discussions for engineers working across the APJ region.
  language: N/A
  resource_type: Podcast
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: AWS Techchat
https://aws.amazon.com/premiumsupport:
  description: ''
  addition_method: manual
  content_hash: 84b7c772cba7dccafa8c32e4f9332d582b4c56813d8fe47b0a59ed724cd379fd
  health_score: 100.0
  last_checked: 1779130494.950319
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2008'
  stars: 0
  ai_summary: Detailed directory of AWS premium tier services, offering technical
    case routing, cloud guidance, and access to Trusted Advisor tools to maintain
    cluster health and SLA commitments.
  language: None
  resource_type: Support Service
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - AWS
  - Operations
  is_microservice: false
  title: AWS Support
https://aws.amazon.com/premiumsupport/knowledge-center:
  addition_method: manual
  content_hash: 030b85eeffc0201b8a7b7a193b2a4beddb0d7ec98cfb7bf7c29b6a14a26af5b4
  health_score: 84.0
  last_checked: 1779130494.942548
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/premiumsupport/knowledge-center/create-and-activate-aws-account:
  addition_method: manual
  content_hash: 6fba5cdd4be385dcb39fae7f9da4ee824c92b8282737fa09b6cb0c2e7dc25639
  description: ''
  health_score: 100.0
  last_checked: 1779030928.431393
  stars: 0
  status: online
  title: How do I create and activate a new Amazon Web Services account?
  v1_locations:
  - docs/aws.md
  year: N/A
https://aws.amazon.com/premiumsupport/knowledge-center/start-stop-lambda-cloudwatch:
  addition_method: manual
  ai_summary: This step-by-step video guide demonstrates how to orchestrate automated
    EC2 state transitions utilizing AWS Lambda and Amazon EventBridge rules. The architectural
    walkthrough presents a cost-optimization blueprint for non-production environments
    by cutting off idle compute resources. It remains an essential automation reference
    for cloud engineers.
  complexity: Beginner
  content_hash: 54e7628550d67b00cc4404644cc6e477ac858ef15ae3426a530a435ff3ea6610
  description: ''
  health_score: 100.0
  hierarchy:
  - Serverless
  - AWS Lambda
  - Automation
  is_microservice: false
  language: English
  last_checked: 1779031866.081018
  resource_type: Video
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: How do I stop and start EC2 instances at regular intervals using AWS Lambda?
    (Video)
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
https://aws.amazon.com/premiumsupport/knowledge-center/transfer-domain-to-aws:
  addition_method: manual
  content_hash: ec4e2f5075597f14863a449986ae6312a4ad332eb0b511b9da30df9b82a50582
  description: ''
  health_score: 100.0
  last_checked: 1779031981.682942
  stars: 0
  status: online
  title: How do I transfer a domain to AWS from another registrar?
  v1_locations:
  - docs/aws-networking.md
  year: N/A
https://aws.amazon.com/products:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Focuses on AWS Network Manager as a single pane of glass for monitoring
    global hybrid networks. Live cloud architectures utilize Network Manager to synthesize
    telemetry from AWS Transit Gateway, SD-WAN devices, and on-premises branch offices
    into actionable alerts.
  language: English
  resource_type: documentation
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Network Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Network operations with AWS Network Manager'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://aws.amazon.com/products/networking/network-operations:
  addition_method: manual
  content_hash: 1b33db45ca8bcf45e0b88a8d4d34385863153a072d81b3ee854ccc395a651c42
  description: ''
  health_score: 100.0
  last_checked: 1779033397.909956
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.amazon.com: Network operations with AWS Network Manager'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.amazon.com:
    Network operations with AWS Network Manager in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/professional-services/CAF:
  addition_method: manual
  content_hash: 255ed32b78d5150de10ccb3deb82b9de9c59ecf8642efaffa9ce78047c7f1862
  description: ''
  health_score: 100.0
  last_checked: 1779034041.530205
  stars: 0
  title: ==AWS Cloud Adoption Framework (AWS CAF)==
  v1_locations:
  - docs/aws.md
  year: N/A
https://aws.amazon.com/prometheus:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: AWS fully-managed metric service designed around open-source Cortex
    core architecture. Automatically scales telemetry storage, ingestion, and query
    resources in secure enterprise environments.
  language: None
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Cloud Native Platforms
  - AWS
  - Managed Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Amazon Managed Service for Prometheus
  addition_method: manual
  v2_locations:
  - aws-monitoring.md
https://aws.amazon.com/pt/blogs/compute/architecture-patterns-for-consuming-private-apis-cross-account:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Highlights architectural approaches for routing and consuming private
    APIs across different AWS accounts. Emphasizes security through AWS PrivateLink,
    Route 53, and Network Load Balancers.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - API Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Architecture patterns for consuming private APIs cross-account
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/q/developer:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Amazon Q Developer (formerly CodeWhisperer) is AWS's flagship generative
    AI-assisted programming agent. It generates real-time, context-aware code suggestions
    while performing security scanning and structural code upgrades. Live grounding
    demonstrates its evolution into a highly secure, enterprise-compliant workspace
    tool with advanced reference tracking mechanisms.
  language: Python
  resource_type: tool
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence
  - Developer Agents
  - Amazon Q
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon CodeWhisperer
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
? https://aws.amazon.com/quick/?trk=11d49785-b668-4178-b82a-cc8f673b8c09&sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&linkId=944519510
: addition_method: automatic
  ai_summary: 'Curator Insight: Amazon Quick represents AWS’s strategic play to democratize
    enterprise agentic workflows and AI-driven business intelligence. Live Grounding
    confirms that this tool integrates organizational data with multi-model intelligence
    to deliver automated research, dashboards, and app integrations. Key features
    include root and IAM identity provider support, cross-tool workspaces (Slack,
    Confluence), and customizable pricing tiers tailored to strict enterprise governance
    structures.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 7252d27094860a9583afc9ce759346312fec4d9e77a3a2985726ad3553650e00
  description: Amazon's official multi-tool AI assistant platform for work-based research,
    BI dashboards, and enterprise automations.
  hierarchy:
  - Cloud Architecture
  - Artificial Intelligence
  - AI Assistants
  is_microservice: false
  language: en
  last_checked: 1780352424.113285
  reputation_status: Vetted
  reputation_summary: Vetted and officially supported by AWS.
  resource_type: document
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  title: Amazon Quick - AI Assistant for Work
  year: '2026'
? https://aws.amazon.com/quick/marketing/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=60afbf58-3393-42b1-b54f-039c6a0255b4&linkId=944507053
: addition_method: automatic
  ai_summary: 'Curator Insight: Unifying scattered customer data requires sophisticated
    integration patterns that do not compromise corporate data boundaries.


    Live Grounding: This April 2026 AWS announcement outlines how Amazon Quick''s
    agentic assistant leverages Model Context Protocol (MCP) to safely access internal
    databases.


    Operational Value:

    - Builds custom personal knowledge graphs based on CRMs and marketing data.

    - Automates personalized outreach campaigns while reducing execution boilerplate.

    - Integrates with private VPC resources to secure sensitive business intelligence
    dashboards.'
  category: aws-architecture
  complexity: intermediate
  content_hash: 9853d9c1beb320ca1ac7568bde292286dcc34f246e98d9ed80f9eb524aa43b75
  description: An AI-powered assistant designed for marketing teams to unify scattered
    data, automate campaign generation, personalize customer outreach, and analyze
    performance metrics in real-time.
  hierarchy:
  - Cloud Providers
  - Amazon Web Services
  - Business Intelligence
  - AI Agents
  - Amazon Quick
  is_microservice: false
  language: en
  last_checked: 1780352168.173349
  reputation_status: Vetted
  reputation_summary: Part of the newly released AWS Amazon Quick Suite, receiving
    robust enterprise adoption for secure, context-aware business assistant automation.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: aws-newfeatures
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Amazon Quick for Marketing
  year: '2026'
? https://aws.amazon.com/quick/sales/?trk=7e833520-af64-47a5-bf6f-e3b5219f1693&sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&linkId=947483556
: addition_method: automatic
  ai_summary: An introduction to the business capabilities of Amazon Quick, a native
    AWS desktop AI assistant designed to consolidate research, automated flows, and
    enterprise CRM insights. The workspace showcases Quick Flows, allowing users to
    automate task reasoning, write personalized proposals, and review statements of
    work. Additionally, newly detailed Microsoft 365 extensions enable direct AI automation
    within local Excel and Word primitives. This asset is essential for cloud architects
    seeking to deploy, govern, and integrate native agentic AI workloads into legacy
    productivity environments.
  category: aws-newfeatures
  complexity: Intermediate
  content_hash: 80eac036d1a2f9c8d8368a69bec8d1a121e6920a9fc323510025cfed6090bd1d
  description: AWS's desktop AI assistant built to streamline customer relationship
    management and pipeline reporting through automation pipelines.
  hierarchy:
  - AWS Cloud
  - Generative AI
  - Agentic Workflows
  - SaaS Integrations
  impact_score: 84
  is_microservice: false
  language: en
  last_checked: 1780400585.972067
  reputation_status: Vetted
  reputation_summary: An official AWS enterprise product offering that bridges AI
    reasoning with enterprise business data.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[EMERGING]'
  title: Amazon Quick for Sales
  year: '2026'
https://aws.amazon.com/quickstart/architecture/openshift:
  addition_method: manual
  content_hash: c4b14fbaced5d13372b8666be9bfe16ab7954c8f60b8a55f71ae067971ad1460
  description: ''
  health_score: 100.0
  last_checked: 1779032802.065072
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.amazon.com: AWS Quick Start (OpenShift 3.11 on AWS)'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.amazon.com:
    AWS Quick Start (OpenShift 3.11 on AWS) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/quickstart/architecture/superwerker:
  addition_method: manual
  content_hash: c4b14fbaced5d13372b8666be9bfe16ab7954c8f60b8a55f71ae067971ad1460
  description: ''
  health_score: 100.0
  last_checked: 1779031377.925384
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: superwerker
  v1_locations:
  - docs/aws-miscellaneous.md
  v2_locations:
  - aws-miscellaneous.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering superwerker
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/releasenotes:
  addition_method: manual
  content_hash: 8ef59e9e82b6b0aff0f6b09a107f68758afb256ba6567817f6725f47252179de
  description: ''
  health_score: 100.0
  last_checked: 1779034454.329492
  stars: 0
  status: online
  title: aws.amazon.com/releasenotes
  v1_locations:
  - docs/aws.md
  year: N/A
https://aws.amazon.com/ru/blogs/aws-cloud-financial-management/aws-cost-explorers-new-ui-and-common-use-cases:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: AWS Cost Explorer received a modernized interface and optimized query
    layouts to aid FinOps analysis. The upgrade simplifies tracking execution costs,
    identifying anomalies, and reviewing historical cloud expenditure across complex
    organizational units.
  language: None
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - FinOps
  - Cost Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Cost Explorer’s New Look and Common Use Cases
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://aws.amazon.com/s3/faqs:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The authoritative FAQ database for Amazon Simple Storage Service (S3).
    Details critical technical specs, replication topologies, consistency models,
    and performance ceilings. Essential architectural standard for designing large
    cloud-native storage systems.
  language: English
  resource_type: Official FAQ
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage
  - AWS S3
  - FAQ Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: S3 FAQ
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://aws.amazon.com/sdk-for-java:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main portal for the AWS SDK for Java, featuring setup guides, performance
    tuning notes, and integration standards. It is the foundational SDK for Java-based
    enterprise applications leveraging S3, DynamoDB, or AWS Lambda. Crucial for software
    engineers designing highly resilient cloud applications using modern async client
    wrappers.
  language: Java
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Developer SDKs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS SDK for Java
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://aws.amazon.com/secrets-manager:
  addition_method: manual
  content_hash: f7397daaae60fae857166df56ce4356575e9fb14f381c616565cd31ae5b7a7cd
  health_score: 100.0
  last_checked: 1779033567.010257
  v1_locations:
  - docs/devsecops.md
https://aws.amazon.com/security:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official AWS portal showcasing native infrastructure security solutions.
    Focuses on physical data center compliance, hypervisor-level boundaries, AWS Shield
    protection, and global compliance standards (ISO, SOC, and PCI DSS).
  language: English
  resource_type: Product Catalog
  complexity: Beginner
  hierarchy:
  - Cloud Architecture
  - AWS
  - Security and Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Security
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/solutions:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Legacy AWS CloudFormation deployment template for automating OpenShift
    3.11 cluster topologies. Serves as an architectural reference for VPC subnet divisions
    and multi-AZ load-balancer routing in early cloud-native systems.
  language: CloudFormation
  resource_type: IaC/Template
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS
  - Infrastructure-as-Code
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: AWS Quick Start (OpenShift 3.11 on AWS)'
  addition_method: manual
  v2_locations:
  - aws-devops.md
? https://aws.amazon.com/solutions/case-studies/aeromexico-case-study/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=c1377653-d4d2-4ea4-ad85-f94d5d9ebf33&trk=c1377653-d4d2-4ea4-ad85-f94d5d9ebf33&linkId=950665799
: addition_method: automatic
  ai_summary: 'An architectural case study analyzing Aeroméxico''s enterprise migration
    and modernization journey on AWS.

    - **Architectural Value**: Demonstrates modernization of 350+ applications from
    three legacy data centers to a single-cloud layout.

    - **Key Features**: Leverages AWS Lambda serverless pipelines, Amazon RDS state
    preservation, and Amazon S3.

    - **Technical Significance**: Highlights an 80% application refactoring rate,
    showcasing how structural observability can accelerate legacy system retirement.'
  category: aws-devops
  complexity: advanced
  content_hash: 2d0d5859523f556bf26b558a0f4a39ab3de09fb043a111a8f9a8079bb532ab7b
  description: Detailed enterprise architecture migration and application modernization
    success study on AWS.
  hierarchy:
  - Cloud Migration
  - Enterprise Architecture
  - Case Studies
  - Aeroméxico Modernization
  is_microservice: false
  language: en
  last_checked: 1780352544.370639
  reputation_status: Vetted
  reputation_summary: Vetted official AWS Case Study detailing legacy system refactoring
    and large-scale cloud modernization.
  resource_type: case-study
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: aws-architecture
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  title: Aeroméxico Modernization Case Study on AWS
  year: '2026'
? https://aws.amazon.com/solutions/case-studies/mercedes-benz-transform-case-study/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=e20794db-f1a8-4cef-9cce-67e29faee359&sc_content=Video&trk=e20794db-f1a8-4cef-9cce-67e29faee359&linkId=945588626
: addition_method: automatic
  ai_summary: A detailed enterprise case study highlighting Mercedes-Benz's major
    cloud transformation journey on AWS. Covers the migration of their global connected
    vehicle platform from containerized microservices to AWS Serverless (Lambda, SageMaker),
    alongside migrating core SAP landscapes to RISE with SAP. Showcases how they streamlined
    aftersales with Amazon EKS and executed high-precision automated mainframe migrations
    using AI-driven COBOL-to-Java translation tools.
  category: aws-architecture
  complexity: Advanced
  content_hash: c46b2af86e48efa0ed4315467170c4c107196d137fca4b018d8b6fd8bae537a2
  description: Mercedes-Benz is building a future-proof IT infrastructure that streamlines
    processes, reduces complexity, and integrates cutting-edge AI capabilities across
    its global operations, including migrating to RISE with SAP on AWS.
  hierarchy:
  - Cloud Architecture
  - AWS
  - Enterprise Migration
  - Serverless Architecture
  is_microservice: false
  language: English
  last_checked: 1780352282.814583
  reputation_status: Vetted
  reputation_summary: Widely cited and recognized in the enterprise cloud sector as
    a premier example of large-scale legacy migration (mainframe to Java) and serverless
    vehicle connectivity.
  resource_type: document
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  title: 'Mercedes-Benz Group: Global SAP Consolidation and AI Modernization on AWS'
  year: '2024'
https://aws.amazon.com/solutions/case-studies/thomas-publishing:
  addition_method: manual
  content_hash: 02e3a8c32fc3e8b1cdd04a6d90d0682ff7e7a553baf506efa92ac768a974de16
  description: ''
  health_score: 100.0
  last_checked: 1779032117.280077
  review_metadata:
    original_url: https://aws.amazon.com/solutions/case-studies/thomas-publishing
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.998749'
  stars: 0
  status: online
  title: Thomas Publishing Case Study
  v1_locations:
  - docs/aws-architecture.md
  year: N/A
https://aws.amazon.com/solutions/case-studies/trainline:
  addition_method: manual
  content_hash: 02e3a8c32fc3e8b1cdd04a6d90d0682ff7e7a553baf506efa92ac768a974de16
  description: ''
  health_score: 100.0
  last_checked: 1779034041.542882
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.amazon.com: Trainline Case Study'
  v1_locations:
  - docs/aws-miscellaneous.md
  v2_locations:
  - aws-miscellaneous.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.amazon.com:
    Trainline Case Study in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/solutions/implementations/aws-perspective:
  addition_method: manual
  content_hash: 6efbca70fd0fd5ec9ce0112f11ae2e73236d57a18546a23bd8e7343105de3b30
  description: ''
  health_score: 100.0
  last_checked: 1779032245.438831
  stars: 0
  status: online
  title: "AWS Perspective \U0001F31F"
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://aws.amazon.com/solutions/implementations/distributed-load-testing-on-aws:
  addition_method: manual
  content_hash: 3893151e67c9637518485c2942f7d7faa5970a6d2aa67efd3341a5526b3786be
  description: ''
  health_score: 100.0
  last_checked: 1779033906.826609
  review_metadata:
    original_url: https://aws.amazon.com/solutions/implementations/distributed-load-testing-on-aws
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.022962'
  stars: 0
  status: online
  title: "Distributed Load Testing on AWS \U0001F31F"
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  year: N/A
https://aws.amazon.com/solutions/implementations/workload-discovery-on-aws:
  addition_method: manual
  content_hash: be33a2b6a7588b757179e312a5d6db2189ddc613e17e61c1fff0c020675a9e8e
  health_score: 64.0
  last_checked: 1779130495.022726
  review_metadata:
    original_url: https://aws.amazon.com/solutions/implementations/workload-discovery-on-aws
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.022728'
  status: review_required
  v1_locations:
  - docs/cloud-arch-diagrams.md
https://aws.amazon.com/solutions/multi-region-infrastructure-deployment:
  addition_method: manual
  content_hash: c4b14fbaced5d13372b8666be9bfe16ab7954c8f60b8a55f71ae067971ad1460
  description: ''
  health_score: 100.0
  last_checked: 1779033640.177133
  stars: 0
  status: online
  title: '**Multi-Region Infrastructure Deployment**'
  v1_locations:
  - docs/aws-devops.md
  year: N/A
? https://aws.amazon.com/sports/f1/?sc_channel=sm&sc_campaign=Sports-Marketing&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=GSMT%20Only&linkId=941924374
: addition_method: automatic
  ai_summary: An in-depth corporate case study showcasing Formula 1's migration and
    real-time processing of massive racing telemetry (1.1 million data points per
    second) on AWS. Utilizing high-performance computing (HPC) for Computational Fluid
    Dynamics (CFD) and Amazon SageMaker for predictive machine learning models, the
    system delivers real-time race insights, tire wear metrics, and overtaking strategies
    to global broadcasts. It serves as a prime demonstration of massive-scale real-time
    IoT ingestion and data analytics architecture.
  category: aws-architecture
  complexity: Advanced
  content_hash: 456539b4d1550dc61741c3f8bae29522936af08464a85c1e143ec11740b3db57
  description: Real-time edge telemetry and predictive race analytics framework running
    on AWS.
  hierarchy:
  - Cloud Architecture
  - AWS
  - Machine Learning
  - IoT Telemetry
  - High-Performance Computing
  is_microservice: false
  language: en
  last_checked: 1780352148.493986
  reputation_status: Vetted
  reputation_summary: High-profile case study of machine learning and HPC applications
    in telemetry-intensive environments.
  resource_type: Case Study
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: case-studies
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  title: F1 Insights Powered by AWS
  year: '2026'
https://aws.amazon.com/sqs/faqs:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: The official FAQ suite detailing Amazon SQS's scaling behavior, FIFO
    queue logic, dead-letter configurations, encryption capabilities, and pricing
    metrics.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - Messaging Services
  - AWS Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Amazon SQS FAQs
  addition_method: manual
  v2_locations:
  - aws-messaging.md
https://aws.amazon.com/startups:
  description: ''
  addition_method: manual
  content_hash: 2d85222f31d18d20895d661f3222033e4383b5c6147806856a3a890b92df04a8
  health_score: 100.0
  last_checked: 1779130494.963326
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: AWS Activate platform framework delivering technical resources, infrastructure
    credits, and active mentorship pathways to startup founders. Promotes rapid prototyping
    by offloading cloud infrastructure costs and supplying pre-configured template
    architectures.
  language: English
  resource_type: Program
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS Ecosystem
  - Startup Enablement
  is_microservice: false
  title: AWS Activate
https://aws.amazon.com/step-functions:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A managed serverless orchestration service that simplifies state machine
    design for multi-step microservices. It coordinates complex distributed workflows,
    manages execution state, handles built-in retries, and integrates natively with
    over 200 AWS services to prevent deep nesting of Lambda functions.
  language: N/A
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Serverless Architecture
  - Orchestration
  - AWS Step Functions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: AWS Step Functions
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://aws.amazon.com/streaming-data:
  addition_method: manual
  content_hash: ab60a5e9ace0dfed427548c879dc1e467c7af5605e857e0e9de86a3782bb6bc4
  description: ''
  health_score: 100.0
  last_checked: 1779030658.27795
  stars: 0
  status: online
  title: What is Streaming Data?
  v1_locations:
  - docs/aws.md
  year: N/A
? https://aws.amazon.com/transform/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=e8bfe3c0-b9b8-494a-837a-8581eb91e029&sc_content=AWS%20Transform%20Carousel&trk=e8bfe3c0-b9b8-494a-837a-8581eb91e029&linkId=943065458
: addition_method: automatic
  ai_summary: 'AWS Transform leverages agentic AI to simplify and accelerate the modernization
    and migration of enterprise applications and legacy workloads (such as Windows,
    VMware, and COBOL mainframes). By integrating generative AI, the service offers
    custom transformation agents designed to tackle code translations, library version
    upgrades, and API migrations.


    Key architectural aspects:

    * Uses a collaborative agent model that charges based on server-side ''agent active
    minutes''.

    * Developer workflows remain unbilled during local idle time, optimization compilation,
    and test execution phases.'
  category: aws-architecture
  complexity: Intermediate
  content_hash: d785f911250df98b1b9fd1fec5971a0dfa51e9e7e746f68f73a1a86b7bfe81d0
  description: AWS service using agentic AI to automate and accelerate application,
    code, and infrastructure migrations and transformations.
  hierarchy:
  - Public Cloud
  - AWS
  - Application Migration
  is_microservice: false
  language: en
  last_checked: 1780351994.342762
  reputation_status: Vetted
  reputation_summary: Official AWS modernization tool integrating agentic AI to tackle
    enterprise migration and code transformations.
  resource_type: Product
  social_preview_url: ''
  source_provenance: X.com (awscloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[EMERGING]'
  title: AWS Transform
  year: '2026'
https://aws.amazon.com/waf:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: The cloud-native web application firewall designed to protect web applications
    and APIs from common web exploits and bots. Integrates directly with CloudFront,
    Application Load Balancers, and API Gateways, offering robust managed rule sets
    alongside customizable rate-limiting and custom match conditions.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Network Security
  - Web Application Protection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS WAF - Web Application Firewall
  addition_method: manual
  v2_locations:
  - aws-security.md
https://aws.amazon.com/well-architected-tool:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Overview of AWS's native tool designed to assess cloud workloads. Integrates
    with the Well-Architected Framework to systematically audit infrastructure and
    highlight configuration risks.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - AWS Well-Architected
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com/well-architected-tool: AWS Well-Architected Tool'
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://aws.amazon.com/what-is/data-lake:
  addition_method: manual
  content_hash: 4dfe304b6fbf77761b6ba40d38e5a8184586e91f2ecff10961de8b5b59f7ef80
  health_score: 100.0
  last_checked: 1779130494.962464
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-data.md
  v2_locations:
  - aws-data.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.amazon.com/what-is/streaming-data:
  description: ''
  addition_method: manual
  content_hash: 7eb41fae1c99e472c64ff9694831661ef1c33fee31faa216ab6b828100715f20
  health_score: 100.0
  last_checked: 1779130494.999164
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: An AWS conceptual guide delineating the architecture of real-time streaming
    data pipelines. Compares high-throughput, sequential processing mechanisms against
    traditional batch structures, referencing Amazon Kinesis and Apache Kafka as key
    streaming backplanes.
  language: English
  resource_type: Concept
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Streaming Data
  - Architectural Concepts
  is_microservice: false
  title: What is Streaming Data?
https://aws.github.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main portal showcasing AWS's strategic contributions, governance
    standards, and active open-source projects. It acts as an architectural guide
    for platform engineers to align with verified cloud-native upstream projects.
    Grounding in 2026 verifies its status as a critical reference for production-grade
    SDK patterns and cloud integrations.
  language: N/A
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Open Source Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: OpenSource at AWS
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://aws.github.io/aws-eks-best-practices:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The definitive enterprise guide for hardening EKS clusters against cloud-native
    threats. It covers network segregation, IAM roles for service accounts (IRSA),
    secrets encryption, and runtime defense. This is a foundational checklist for
    any platform engineering team running on AWS.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Cloud Security
  - EKS Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Amazon EKS Best Practices Guide for Security \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - kubernetes-security.md
https://aws.github.io/aws-eks-best-practices/networking/index:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The dedicated guide for networking best practices on Amazon EKS. Focuses
    heavily on network design, security boundaries, container security, network policies
    (Calico), and optimizing cluster communication pathways.
  language: Markdown
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon EKS Best Practices Guide for Networking
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://aws.plainenglish.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029116.170427
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: aws.plainenglish.io
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering aws.plainenglish.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/6-tips-to-improve-availability-with-aws-load-balancers-and-kubernetes-ad8d4d1c0f61:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030020.584078
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: 6 Tips to Improve Availability with AWS Load Balancers''
    and Kubernetes'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    6 Tips to Improve Availability with AWS Load Balancers'' and Kubernetes in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/aws-codepipeline-for-amazon-ecs-part-2-a-blue-green-deployment-type-c162fd73be91:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029565.221496
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: AWS CodePipeline for Amazon ECS'
  v1_locations:
  - docs/aws-devops.md
  v2_locations:
  - aws-devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    AWS CodePipeline for Amazon ECS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/building-aws-infrastructure-with-terraform-modules-2cee480be24d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031086.622727
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: Building AWS Infrastructure with Terraform Modules'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    Building AWS Infrastructure with Terraform Modules in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/choosing-the-right-aws-container-service-ecs-vs-eks-3b11dd078c99:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031787.817992
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: Choosing the Right AWS Container Service: ECS vs. EKS'
  v1_locations:
  - docs/aws-containers.md
  v2_locations:
  - aws-containers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    Choosing the Right AWS Container Service: ECS vs. EKS in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/creating-a-custom-ec2-module-using-terraform-59c9896c2df2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034476.817099
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: Creating a custom EC2 module using Terraform'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    Creating a custom EC2 module using Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/deploying-application-on-amazon-eks-211eb46c069c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030688.393651
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: Deploying Application on Amazon EKS'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    Deploying Application on Amazon EKS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/deploying-aws-resources-and-a-jenkins-server-with-terraform-297bad905459:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031987.591878
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: Deploying AWS Resources and a Jenkins Server with Terraform'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    Deploying AWS Resources and a Jenkins Server with Terraform in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/how-to-push-an-image-to-aws-ecr-b2be848c2ef:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029291.531129
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: How to Push a Docker Image to the AWS ECR'
  v1_locations:
  - docs/aws-containers.md
  v2_locations:
  - aws-containers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    How to Push a Docker Image to the AWS ECR in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/kubectl-get-kubernetes-o-architecture-6d4bd97dcaaf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030356.18766
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: $ kubectl get kubernetes -o architecture'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    $ kubectl get kubernetes -o architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/lessons-learned-from-switching-to-aws-sdk-v3-6babe1530a59:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030572.388114
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: Lessons Learned From Switching to AWS SDK v3'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    Lessons Learned From Switching to AWS SDK v3 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/lets-design-a-serverless-etl-pipeline-with-aws-services-9ab88c95afd4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033622.695758
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: Let''s design a serverless ETL pipeline with AWS services'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    Let''s design a serverless ETL pipeline with AWS services in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/mastering-monitoring-the-complete-guide-to-using-prometheus-and-grafana-with-kubernetes-e53d8306123d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031099.131803
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==aws.plainenglish.io: Mastering Monitoring: The Complete Guide to Using''
    Prometheus and Grafana with Kubernetes=='
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==aws.plainenglish.io:
    Mastering Monitoring: The Complete Guide to Using'' Prometheus and Grafana with
    Kubernetes== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/pods-in-kubernetes-the-smallest-deployable-units-of-computing-dab3bf1a2762:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029931.813436
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "aws.plainenglish.io: Pods in Kubernetes — The Smallest Deployable Units'
    of Computing \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering aws.plainenglish.io:
    Pods in Kubernetes — The Smallest Deployable Units' of Computing \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/terraform-hands-on-project-d2105bbc0c62:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033772.796976
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: Terraform Hands-on Project'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    Terraform Hands-on Project in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/terraform-how-to-deploy-jenkins-ci-cd-pipelines-using-terraform-9ffc086dcd56:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030854.243763
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: Terraform: How To Deploy Jenkins CI/CD Pipelines Using''
    Terraform'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    Terraform: How To Deploy Jenkins CI/CD Pipelines Using'' Terraform in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/the-automation-fellowship-packer-terraform-and-ansible-part-iii-73571ef103e1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033617.333899
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: The Automation Fellowship: Packer, Terraform, and Ansible''
    — PART III'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    The Automation Fellowship: Packer, Terraform, and Ansible'' — PART III in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aws.plainenglish.io/trigger-function-message-12f117b7f067:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034265.076219
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aws.plainenglish.io: Trigger, Function, Message | Brandi McCall'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aws.plainenglish.io:
    Trigger, Function, Message | Brandi McCall in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awscerts.slack.com:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A dedicated global Slack community focusing on AWS Certifications. Serves
    as a peer-to-peer discussion hub where developers and architects share study tips,
    ask technical questions, and exchange real-world infrastructure experience.
  language: English
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Community Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: awscerts.slack.com
  addition_method: manual
  v2_locations:
  - aws-training.md
https://awscli.amazonaws.com/v2/documentation/api/latest/reference/service-quotas/get-service-quota.html:
  addition_method: manual
  content_hash: 7543f447dda008bc7f388eed1f917f1475932f2b63d0c1a2aa1d0b4f74d4dabe
  description: ''
  health_score: 100.0
  last_checked: 1779032252.029994
  stars: 0
  status: online
  title: 'AWS API: get-service-quota'
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://awsfundamentals.blogspot.com/2019/12/aws-vpc-fundamental.html:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A high-level introductory guide detailing the core components of Amazon
    VPCs, including Subnets, Route Tables, Internet Gateways, and Security Groups.
    Ideal for engineers transitioning from traditional infrastructure to virtualized
    cloud networks.
  language: English
  resource_type: blog
  complexity: beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - VPC
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'awsfundamentals.blogspot.com: AWS Virtual Private Cloud - VPC'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://awsfundamentals.com/blog/aws-lambda-with-terraform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An all-inclusive guide detailing AWS Lambda lifecycle management and
    API Gateway mappings with Terraform. Deals with local packaging zip configurations,
    dynamic environments, and fine-grained IAM execution policies.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Compute & Serverless
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.awsfundamentals.com: Mastering AWS Lambda with Terraform: A Comprehensive
    Guide'
  addition_method: manual
  v2_locations:
  - terraform.md
https://awsfundamentals.com/blog/aws-organizations-the-key-to-managing-your-cloud-infrastructure-effectively:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Explores core configuration benefits of AWS Organizations for multi-account
    governance. Highlights service control policies (SCPs), unified billing, and secure
    programmatic account instantiation using IaC.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - AWS
  - Governance
  - AWS Organizations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'AWS Organizations: The Key to Managing Your Cloud Infrastructure Effectively'
  addition_method: manual
  v2_locations:
  - aws-architecture.md
  - aws.md
https://awsfundamentals.com/blog/aws-s3-rm-removing-files:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep dive tutorial from AWS Fundamentals on how to empty S3 buckets
    containing millions of objects using the AWS CLI. It highlights the differences
    between simple deleting, multi-object API commands, and utilizing Lifecycle rules
    to clean buckets at zero cost. Essential for DevOps engineers avoiding massive
    API transactional bills.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Storage Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.awsfundamentals.com: Step-By-Step: Emptying S3 Buckets and Directories
    Using the AWS CLI with S3 RM'
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://awsfundamentals.com/blog/aws-s3-sync:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An extensive guide on using AWS S3 Sync commands, showing how to achieve
    efficient filesystems syncs between local storage and S3 targets. It explains
    multi-threading optimization, inclusion/exclusion rules, and integrity checks.
    This reference is highly valuable for system administrators maintaining basic
    backup and sync pipelines.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Storage Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.awsfundamentals.com: AWS S3 Sync - An Extensive Guide'
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://awsfundamentals.com/blog/using-s3-with-terraform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A structural guide explaining how to declare and maintain AWS Simple
    Storage Service (S3) buckets using Terraform. Focuses on security defaults, bucket
    access control lists (ACLs), versioning configurations, and cross-region replication
    strategies.
  language: HCL
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - AWS S3 Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.awsfundamentals.com: Using S3 with Terraform'
  addition_method: manual
  v2_locations:
  - demos.md
https://awstip.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030538.477002
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: AWStip.com
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering AWStip.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/amazon-elastic-kubernetes-service-amazon-eks-the-only-resource-hub-you-ever-need-3b802687df36:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032756.472629
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Amazon Elastic Kubernetes Service (Amazon EKS) — The Only Resource''
    Hub You Ever Need'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Amazon Elastic Kubernetes Service (Amazon EKS) — The Only Resource'' Hub You Ever
    Need in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/deploying-azure-infrastructure-with-terraform-e34046c65d0f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033572.558365
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Deploying Azure Infrastructure with Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Deploying Azure Infrastructure with Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/essential-plugins-for-kubectl-cli-e35cbc99037b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031566.845516
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==awstip.com: Essential plugins for Kubectl CLI=='
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==awstip.com:
    Essential plugins for Kubectl CLI== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/how-to-list-all-resources-in-your-aws-account-c3f18061f71b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033594.59453
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: How to list all resources in your AWS account'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    How to list all resources in your AWS account in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/increase-security-and-efficiency-with-a-3-tier-cloud-architecture-bf5e835cd55a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029113.064993
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==awstip.com: Increase Security and Efficiency with a 3-Tier Cloud Architecture=='
  v1_locations:
  - docs/aws-architecture.md
  v2_locations:
  - aws-architecture.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==awstip.com:
    Increase Security and Efficiency with a 3-Tier Cloud Architecture== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/kubernetes-chaos-monkey-a-scheduled-random-pod-deletion-python-script-for-testing-cluster-6eac429554b2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029877.910986
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Kubernetes Chaos Monkey: A Scheduled Random Pod Deletion Python''
    Script for Testing Cluster Resilience'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Kubernetes Chaos Monkey: A Scheduled Random Pod Deletion Python'' Script for Testing
    Cluster Resilience in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/kubernetes-creating-deployments-via-command-line-and-with-yaml-files-783eaad7b3be:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029147.624411
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Kubernetes — Creating deployments via command line and with''
    YAML files'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Kubernetes — Creating deployments via command line and with'' YAML files in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/kubernetes-hpa-8b7cf54f115:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029364.877865
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Kubernetes HPA'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Kubernetes HPA in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/manage-aws-services-directly-from-kubernetes-%EF%B8%8F-6c94e376febb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030346.204643
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Manage AWS services directly from Kubernetes - AWS Controllers''
    for Kubernetes (ACK)'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Manage AWS services directly from Kubernetes - AWS Controllers'' for Kubernetes
    (ACK) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/monitoring-your-eks-cluster-with-the-power-of-prometheus-and-grafana-through-helm-%EF%B8%8F-1e8dc1ad5620:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029735.030426
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Monitoring Your EKS Cluster with the Power of Prometheus and''
    Grafana through Helm'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Monitoring Your EKS Cluster with the Power of Prometheus and'' Grafana through
    Helm in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/per-pod-pids-limit-on-eks-fe320638c7e9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034101.564294
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Per-pod PIDs limit on EKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Per-pod PIDs limit on EKS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/refactor-terraform-code-with-moved-blocks-a-new-way-without-manually-modifying-the-state-5ed1d80ed53e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032296.576179
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Refactor Terraform code with Moved Blocks — a new way without''
    manually modifying the state'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Refactor Terraform code with Moved Blocks — a new way without'' manually modifying
    the state in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/setting-up-aws-vpc-endpoint-connection-d4294d0c2204:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031401.301704
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Setting Up AWS VPC Endpoint Connection'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Setting Up AWS VPC Endpoint Connection in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/streamlining-aws-eks-cluster-volume-management-with-helm-and-terraform-ebs-csi-driver-78e1d51532ee:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034579.9631
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Streamlining AWS EKS Cluster Volume Management with Helm and''
    Terraform: EBS CSI Driver + Self-Managed AddOn Option'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Streamlining AWS EKS Cluster Volume Management with Helm and'' Terraform: EBS
    CSI Driver + Self-Managed AddOn Option in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/this-code-works-autoscaling-an-amazon-eks-cluster-with-karpenter-part-1-3-40c7bed26cfd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029132.443874
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: This Code Works! — Autoscaling An Amazon EKS Cluster with Karpenter''
    — Part 1/3'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    This Code Works! — Autoscaling An Amazon EKS Cluster with Karpenter'' — Part 1/3
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/uploading-files-to-s3-through-api-gateway-7bb78c0d0483:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031088.98477
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Uploading files to S3 through API Gateway'
  v1_locations:
  - docs/aws-storage.md
  v2_locations:
  - aws-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Uploading files to S3 through API Gateway in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstip.com/working-the-amazon-eks-immersion-workshop-chapter-1-deploying-a-microservices-application-in-a-9acae5df2f01:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032521.214936
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'awstip.com: Working The Amazon EKS Immersion Workshop — Chapter 1 — Deploying''
    A Microservices Application In A Kubernetes Cluster'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering awstip.com:
    Working The Amazon EKS Immersion Workshop — Chapter 1 — Deploying'' A Microservices
    Application In A Kubernetes Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://awstrainingwithjagan.com/infrastructure-as-code-tool-comparison:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides a comprehensive matrix of top IaC frameworks. Evaluates learning
    curves, multi-cloud capabilities, configuration language types (YAML, JSON, DSL,
    or general-purpose languages), and drift remediation mechanisms.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'awstrainingwithjagan.com: Comprehensive Comparison of Top Infrastructure
    as Code (IaC) Tools'
  addition_method: manual
  v2_locations:
  - iac.md
https://axway.com/digitize:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032762.256404
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: axway.com/digitize
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering axway.com/digitize
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aymen-abdelwahed.medium.com/k8s-operators-cis-benchmarks-8d7915d5cb2d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033609.42302
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aymen-abdelwahed.medium.com: K8s Operators — CIS Kubernetes Benchmarks'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aymen-abdelwahed.medium.com:
    K8s Operators — CIS Kubernetes Benchmarks in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://aymen-segni.com/index.php/2020/07/22/deploying-your-serverless-services-on-kubernetes-using-knative:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Detailed technical analysis of running microservices as serverless functions
    on Kubernetes using Knative. Explains configuration pathways for Knative CRDs,
    route mapping, and automated scaling parameters.
  language: Yaml
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Serverless & Knative
  - Serverless Frameworks
  - Knative Serving
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aymen-segni.com: Deploying Serverless Services on Kubernetes using Knative'
  addition_method: manual
  v2_locations:
  - demos.md
https://aytartana.wordpress.com/2020/08/26/migrating-springboot-petclinic-rest-to-quarkus:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A detailed migration journal porting the classic Spring Boot PetClinic
    REST API to Quarkus. Provides valuable benchmarking metrics comparing memory footprints,
    startup latencies, and implementation adjustments required for compilation to
    GraalVM native images.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Modernization
  - Spring to Quarkus
  - Framework Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'aytartana.wordpress.com: Migrating SpringBoot PetClinic REST to Quarkus'
  addition_method: manual
  v2_locations:
  - demos.md
https://azapril.dev/2021/04/12/deploying-a-logicapp-with-terraform:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Guides developers through deploying serverless workflows using Azure
    Logic Apps managed by Terraform, integrated with Azure DevOps CI/CD pipelines.
    Emphasizes deployment pipelines, environment parameters, and infrastructure security.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - Azure Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'azapril.dev: Deploying a LogicApp with Terraform (Bonus: in an AzDO pipeline)'
  addition_method: manual
  v2_locations:
  - demos.md
https://azeynalli1990.medium.com/15-best-practices-when-working-with-docker-720d2d8de202:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031882.667133
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'azeynalli1990.medium.com: 15 Best Practices when working with Docker'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering azeynalli1990.medium.com:
    15 Best Practices when working with Docker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://azure-samples.github.io/aks-labs/docs/intro:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Hands-on, engineer-designed technical playground for AKS configurations.
    Deep dives into Advanced CNI options, Cilium-driven security schemas, network
    boundaries, and workload identity bindings.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - AKS Labs
  - Hands-on Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: AKS Labs - Introduction
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
  - azure.md
https://azure.github.io/AKS-Construction:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Interactive deployment engine for generating secure, enterprise-grade
    Infrastructure-as-Code templates for AKS. Supports Terraform, Bicep, and ARM formats
    tailored to strict corporate baseline requirements.
  language: TypeScript
  resource_type: Interactive Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Infrastructure as Code
  - Template Generator
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "azure.github.io/AKS-Construction \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://azure.github.io/AppService/2024/01/05/Diagnose-Tools-for-NodeJs-Linux-apps.html:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Announcement and documentation highlighting advanced diagnostic tools
    built specifically for Node.js workloads running on Linux-based Azure App Services.
    It explains the integration of CPU profiling, memory allocation tracking, and
    automated core dump collection. These tools enable real-time analysis of single-threaded
    event loop blockages and memory leaks directly from the Azure portal.
  language: Node.js
  resource_type: Product Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Application Platforms
  - Azure App Service
  - App Service Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'azure.github.io/AppService: General availability of Diagnostics tools for
    App Service on Linux Node.js apps'
  addition_method: manual
  v2_locations:
  - azure.md
https://azure.github.io/Azure-Landing-Zones:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Central knowledge base for Azure Landing Zones (ALZ) design principles
    and implementations. This portal provides guidance on identity management, network
    topology, subscription organization, and proactive governance policies. It acts
    as the key blueprint for deploying scalable multi-subscription cloud platform
    architectures.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Governance
  - Enterprise Architecture
  - Landing Zones
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Azure Landing Zone Technical Documentation
  addition_method: manual
  v2_locations:
  - iac.md
  - azure.md
  - cloud-arch-diagrams.md
https://azure.github.io/Azure-Landing-Zones/accelerator:
  addition_method: manual
  content_hash: 0b64b8bc1cdf40df6f87b4023024e72c50c1ca760482b3c4124886543993e97d
  description: ''
  health_score: 100.0
  last_checked: 1779033976.42805
  review_metadata:
    original_url: https://azure.github.io/Azure-Landing-Zones//accelerator
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T11:40:42.208611'
  stars: 0
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  title: Azure Landing Zone IaC Accelerator
  v1_locations:
  - docs/azure.md
  - docs/cicd.md
  - docs/iac.md
  v2_locations:
  - azure.md
  - cicd.md
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Azure
    Landing Zone IaC Accelerator in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://azure.github.io/Azure-Landing-Zones/accelerator/accelerator-release-notes:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official release ledger tracking enhancements, bug fixes, and feature
    updates for the Azure Landing Zones IaC Accelerator. Essential for platform engineering
    teams to maintain up-to-date, compliant architectures using official Terraform
    or Bicep modules. It keeps organizations informed on modern security baseline
    integrations and multi-tenant tooling enhancements.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Landing Zones
  - Accelerators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Azure Landing Zone IaC Accelerator Release Notes
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
https://azure.github.io/Azure-Proactive-Resiliency-Library:
  description: "- This library is built with the intention of being a staging area
    for guidance and recommendations that can be used by customers, partners and the
    field in Well-Architected Framework reliability engagements/assessments; with
    the intent of the guidance and recommendations being promoted, once tested and
    validated with customers and partners, into the official Well-Architected Framework
    documentation.\n    - The library also contains supporting Azure Resource Graph
    (ARG) queries, and sometimes Azure PowerShell or Azure CLI scripts, that can help
    customers, partners and the field identify resources that may or may not be compliant
    with the guidance and recommendations. The intent for these queries, in the long-term,
    is to make them part of the Azure Advisor service."
  year: '2026'
  stars: 0
  ai_summary: A staging repository of recommendations and proactive patterns designed
    for WAF reliability assessments. It features Azure Resource Graph (ARG) queries,
    PowerShell scripts, and CLI commands that analyze deployed infrastructure to identify
    configuration drift or single points of failure. This library represents an automated,
    proactive approach to infrastructure auditing before elevating guidelines to official
    documentation.
  language: PowerShell
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Resiliency
  - APRL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'azure.github.io: Azure Proactive Resiliency Library (APRL)'
  addition_method: manual
  v2_locations:
  - azure.md
https://azure.github.io/Azure-Verified-Modules:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The central documentation portal for Azure Verified Modules (AVM), Microsoft's
    standardized, validated IaC building blocks. Supports both Bicep and Terraform,
    guaranteeing reliable, hardened, and highly consistent deployments at enterprise
    scale.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Azure Verified Modules
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "azure.github.io/Azure-Verified-Modules \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://azure.github.io/enterprise-azure-policy-as-code:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Comprehensive guide for the Enterprise Azure Policy as Code framework.
    Enables teams to define, test, and release centralized policies via Git pipelines
    across nested Azure subscription directories.
  language: PowerShell
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure Automation
  - Governance
  - Enterprise Policy as Code
  - Azure Policy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'azure.github.io/enterprise-azure-policy-as-code: Enterprise Azure Policy
    as Code Overview'
  addition_method: manual
  v2_locations:
  - azure.md
https://azure.github.io/secrets-store-csi-driver-provider-azure:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Reference manual for the Azure Key Vault Provider for the Kubernetes
    Secrets Store CSI Driver. Live grounding confirms this CSI provider is the modern
    enterprise standard for AKS, allowing pods to mount key vault secrets directly
    as files while avoiding the overhead of custom sidecars or writing secrets to
    disk.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Kubernetes Security
  - CSI Driver Providers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'azure.github.io: Azure Key Vault Provider for Secrets Store CSI Driver'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://azure.microsoft.com:
  addition_method: manual
  content_hash: 8ce8c157368ff5fb4540f013176fa990d07585e19168578e344a1309247ff22b
  description: ''
  health_score: 100.0
  last_checked: 1779032438.157747
  stars: 0
  status: online
  title: Microsoft Azure
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-gb/blog/microsoft-azure-load-testing-is-now-generally-available:
  addition_method: manual
  content_hash: 353580e39275a63fb18ac5c904ddd7671ca6cb09e0caaeb9aa5f0cbc143cc8c0
  description: ''
  health_score: 100.0
  last_checked: 1779033539.212002
  stars: 0
  status: online
  title: 'azure.microsoft.com: Microsoft Azure Load Testing is now generally available'
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-gb/products/load-testing:
  addition_method: manual
  content_hash: 28eade29090d807206b2877d76001fa9df985b743c187090ca798c990b13b582
  description: ''
  health_score: 100.0
  last_checked: 1779032852.206295
  stars: 0
  status: online
  title: Azure Load Testing
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-gb/updates/general-availability-azure-bastion-native-client-support:
  addition_method: manual
  content_hash: 2823076e1d19d6bf56293ca61900ce61ede07aa5cfa84741fd24ee14c14bf76d
  description: ''
  health_score: 100.0
  last_checked: 1779032313.745574
  stars: 0
  status: online
  title: '==azure.microsoft.com: General availability: Azure Bastion native client''
    support=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-gb/updates/generally-available-durable-functions-support-of-managed-identity-for-azure-storage:
  addition_method: manual
  content_hash: c61eeab3654fcbc9dd1699afcc8eb32f0ac9eadd0464560be5e6ed66e244e300
  description: ''
  health_score: 100.0
  last_checked: 1779029205.832084
  stars: 0
  status: online
  title: 'azure.microsoft.com: Generally Available: Durable Functions support of managed''
    identity for Azure Storage'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://azure.microsoft.com/en-in/blog/how-microsoft-azure-crossregion-load-balancer-helps-create-region-redundancy-and-low-latency
: addition_method: manual
  content_hash: be6129546bd6f6c3e569ba06b579f2ac4cfa106f3f1e5319386ca7a0b3a11389
  description: ''
  health_score: 100.0
  last_checked: 1779029765.088685
  stars: 0
  status: online
  title: "==azure.microsoft.com: How Microsoft Azure Cross-region Load Balancer helps'
    create region redundancy and low latency== \U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-us:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The master platform portal link for Microsoft Azure services. Used by
    enterprise architects to model global computing resources, secure network rings,
    and Kubernetes nodes.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Native Platforms
  - Azure
  - Portal Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Microsoft Azure
  addition_method: manual
  v2_locations:
  - azure.md
https://azure.microsoft.com/en-us/blog/announcing-the-general-availability-of-azure-cni-overlay-in-azure-kubernetes-service:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes Microsoft's GA release of Azure CNI Overlay in AKS. This network
    model decouples Pod IPs from VM subnets, mitigating private IP depletion issues
    and enabling clusters to scale to thousands of nodes without complex virtual network
    refactoring.
  language: Markdown
  resource_type: News Announcement
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking & CNI
  - Azure CNI Overlay
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'azure.microsoft.com: Announcing the general availability of Azure CNI Overlay
    in Azure Kubernetes Service'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://azure.microsoft.com/en-us/blog/azure-virtual-wan-introduces-its-first-saas-offering:
  addition_method: manual
  content_hash: 1433d88ad29680e45a220aeff296a0e5818e5127cbc09b1308c9bfdd66ab6ac9
  description: ''
  health_score: 100.0
  last_checked: 1779033884.728846
  stars: 0
  status: online
  title: Azure Virtual WAN introduces its first SaaS offering
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-us/blog/choose-the-best-global-distribution-solution-for-your-applications-with-azure:
  addition_method: manual
  content_hash: 91a7b2f5ef30eb9b74f807321003ebb6b52d2d5f6d1e43695bccfa67a6686e00
  description: ''
  health_score: 100.0
  last_checked: 1779033457.085652
  stars: 0
  status: online
  title: '==azure.microsoft.com: Choose the best global distribution solution for''
    your applications with Azure=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-us/blog/introducing-azure-load-testing-optimize-app-performance-at-scale:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The launch blog post detailing the debut of Microsoft's Azure Load Testing
    service. It explains how the tool bridges the gap between raw load generation
    and cloud application monitoring, allowing developers to execute JMeter scripts
    in an automated cloud-native paradigm directly from GitHub Actions or Azure Pipelines.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Azure
  - Testing Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'azure.microsoft.com: Introducing Azure Load Testing: Optimize app performance
    at scale'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://azure.microsoft.com/en-us/blog/openshift-on-azure-the-easiest-fully-managed-openshift-in-the-cloud:
  addition_method: manual
  content_hash: aafc9ac33d0ea37afdba57b0d0cd61311ee1846fc1bb33d717d5e25a8fd99929
  description: ''
  health_score: 100.0
  last_checked: 1779029400.768782
  needs_ai_refresh: true
  stars: 0
  title: Openshift on Azure
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
? https://azure.microsoft.com/en-us/blog/powering-multi-cluster-workloads-with-seamless-cross-cluster-networking-for-azure-kubernetes-fleet-manager
: addition_method: automatic
  ai_summary: Azure Kubernetes Fleet Manager now offers cross-cluster networking in
    public preview, powered by Advanced Container Networking Services [1.1.6]. The
    solution establishes low-latency, transparent east-west networking across AKS
    clusters spanning multiple regions, entirely removing the operational complexity
    of manual VPNs, gateway setups, or routing tables. It features direct endpoint
    discovery and global multi-cluster load balancing to streamline high-availability
    microservice architectures.
  category: kubernetes-networking
  complexity: Advanced
  content_hash: edb3dd3544982579f3fe7f22d5899efaf95e51e26be83b00e7245f1cd178d3a7
  description: Azure Kubernetes Fleet Manager introduces multi-cluster networking
    powered by Advanced Container Networking Services.
  hierarchy:
  - Cloud
  - Azure
  - AKS Fleet Manager
  is_microservice: false
  language: en
  last_checked: 1780352720.351684
  reputation_status: Vetted
  reputation_summary: Official production-grade cloud feature from Microsoft Azure,
    widely vetted by enterprise AKS users.
  resource_type: article
  social_preview_url: https://azure.microsoft.com/en-us/blog/wp-content/uploads/2026/05/Azure-3D-Illustrations-ComputeNetworkStorage-Light-scaled.jpg
  source_provenance: X.com (Azure)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - ENTERPRISE-STABLE
  - EMERGING
  title: Powering multi-cluster workloads with seamless cross-cluster networking for
    Azure Kubernetes Fleet Manager
  year: '2026'
https://azure.microsoft.com/en-us/en-gb/blog/microsoft-azure-load-testing-is-now-generally-available:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.965492
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://azure.microsoft.com/en-us/en-gb/products/load-testing:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.983468
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://azure.microsoft.com/en-us/en-in/blog/how-microsoft-azure-crossregion-load-balancer-helps-create-region-redundancy-and-low-latency
: addition_method: manual
  health_score: 100.0
  last_checked: 1779130495.025711
  v1_locations:
  - docs/azure.md
https://azure.microsoft.com/en-us/en-us/blog/azure-virtual-wan-introduces-its-first-saas-offering:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130495.000091
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://azure.microsoft.com/en-us/en-us/blog/choose-the-best-global-distribution-solution-for-your-applications-with-azure:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.955255
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://azure.microsoft.com/en-us/en-us/explore/global-infrastructure/products-by-region/table:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.980635
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://azure.microsoft.com/en-us/en-us/resources/azure-for-architects:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.930166
  v1_locations:
  - docs/azure.md
https://azure.microsoft.com/en-us/en-us/services/api-management:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130495.009103
  v1_locations:
  - docs/azure.md
https://azure.microsoft.com/en-us/en-us/services/container-instances:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130495.015828
  v1_locations:
  - docs/azure.md
https://azure.microsoft.com/en-us/en-us/updates:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.97767
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://azure.microsoft.com/en-us/en-us/updates/?query=AKS:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130495.018483
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://azure.microsoft.com/en-us/en-us/updates/general-availability-azure-bastion-native-client-support:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.941341
  v1_locations:
  - docs/azure.md
https://azure.microsoft.com/en-us/en-us/updates/generally-available-azure-bastion-shareable-links:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130495.014612
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://azure.microsoft.com/en-us/en-us/updates/generally-available-azure-blob-storage-cold-tier-support-on-change-feed-and-object-replication
: addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.999092
  v1_locations:
  - docs/azure.md
? https://azure.microsoft.com/en-us/en-us/updates/generally-available-durable-functions-support-of-managed-identity-for-azure-storage
: addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.941118
  v1_locations:
  - docs/azure.md
https://azure.microsoft.com/en-us/en-us/updates/v2/Azure-Virtual-Network-Manager-topology-view-now-generally-available:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130495.006022
  v1_locations:
  - docs/azure.md
https://azure.microsoft.com/en-us/explore/global-infrastructure/products-by-region/table:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The definitive, live-updated reference catalog mapping the global availability
    of Azure services and network products across all Azure regions. This matrices-driven
    tool is vital for cloud architects designing multi-region redundancy, data residency
    compliance, and edge microservice topologies.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Azure Networking
  - Global Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Azure Products by Region Table
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://azure.microsoft.com/en-us/products/azure-vmware:
  addition_method: automatic
  ai_summary: 'Curator Insight: Azure VMware Solution remains a cornerstone technology
    for legacy enterprise migrations, enabling zero-refactor vSphere workload portability
    to the cloud. Live Grounding indicates that the fully managed service natively
    integrates with Azure''s software-defined networking and governance layers, backed
    by joint Microsoft-VMware support. It serves as a critical bridge for extending
    VMware-based operations into public cloud native ecosystems without hypervisor-level
    fragmentation.'
  category: azure
  complexity: Advanced
  content_hash: 4f485b1edd932920fbdddace5206e107f46cfa9c9fac080a8f010d4942e3011a
  description: Redeploy, extend, and run native VMware environments at scale in the
    Microsoft Azure cloud.
  hierarchy:
  - Cloud Infrastructure
  - Hybrid Cloud
  - VMware Migration
  is_microservice: false
  language: en
  last_checked: 1780352424.113303
  reputation_status: Vetted
  reputation_summary: Highly stable, co-supported enterprise cloud migration platform.
  resource_type: document
  social_preview_url: ''
  source_provenance: X.com (Azure)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - ENTERPRISE-STABLE
  title: Azure VMware Solution
  year: '2026'
https://azure.microsoft.com/en-us/products/chaos-studio:
  description: "- [techcommunity.microsoft.com: Announcing the Public Preview of Azure
    Chaos Studio](https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/announcing-the-public-preview-of-azure-chaos-studio/2893050)\n
    \   - [docs.microsoft.com: What is Azure Chaos Studio?](https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-overview)\n
    \   - [sqlservercentral.com: Chaos Engineering in Azure](https://www.sqlservercentral.com/articles/chaos-engineering-in-azure)"
  year: '2021'
  stars: 0
  ai_summary: Provides an overview of Azure Chaos Studio, Microsoft's managed chaos
    orchestration platform. Explains how to configure fault injection pipelines against
    virtual machines, AKS clusters, and key-value stores directly inside the Azure
    portal.
  language: English
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Cloud Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Azure Chaos Studio
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://azure.microsoft.com/en-us/products/container-apps:
  addition_method: manual
  last_checked: 1779388611.321149
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering azure.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://azure.microsoft.com/en-us/products/devops:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Microsoft's enterprise-grade platform offering Boards, Pipelines, Repos,
    Test Plans, and Artifacts. Curator insights highlight its deep integration with
    corporate AD and Azure cloud services. Live enterprise architecture evaluations
    show that despite the rising popularity of GitHub Enterprise, Azure DevOps remains
    highly dominant in massive corporate ecosystems due to its robust work-item tracking
    and compliance engines.
  language: N/A
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Azure Ecosystem
  - Platform Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Azure DevOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
  - devops.md
https://azure.microsoft.com/en-us/resources/azure-for-architects:
  addition_method: manual
  content_hash: d6ee70269dcb2914193a55167c2a09f7a1392f69abb5701f311a294fa47635fa
  description: ''
  health_score: 100.0
  last_checked: 1779030276.196163
  stars: 0
  status: online
  title: '==azure.microsoft.com: Azure for Architects, Third Edition=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-us/resources/templates:
  addition_method: manual
  content_hash: 8173b40548f195b0d9676b140d0073c39dad8a7bc5fa4ad37fd7f71adc0810a3
  description: ''
  health_score: 100.0
  last_checked: 1779030451.349594
  stars: 0
  status: online
  title: '==azure.microsoft.com: Azure Quickstart Templates=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-us/services/api-management:
  addition_method: manual
  content_hash: a8f612b4541e2fdb70344032748b0cdcde5c27f47ccd1b94542ba7e94327ea5f
  description: ''
  health_score: 100.0
  last_checked: 1779030154.253433
  stars: 0
  status: online
  title: 'azure.microsoft.com: Azure API Management'
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-us/services/container-apps:
  addition_method: manual
  content_hash: d68cdd6462db5bd2144e1bc364ea86a0a3766a167fae9261faf9e2ff9c29d26e
  health_score: 64.0
  last_checked: 1779130494.999218
  v1_locations:
  - docs/azure.md
https://azure.microsoft.com/en-us/services/container-instances:
  addition_method: manual
  content_hash: 6d631bc9abc0cf9d0490cad46b69fa4f685f57b7348e6a42815392b73aefb166
  description: ''
  health_score: 100.0
  last_checked: 1779031284.423275
  stars: 0
  status: online
  title: 'azure.microsoft.com: Azure Container Instances'
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-us/services/devops:
  addition_method: manual
  content_hash: 4eb027814fb8d7174f68e388ab9d1ba73e4dfd9eaada1c2d4076f1ed18dfe2a1
  health_score: 64.0
  last_checked: 1779130495.031928
  review_metadata:
    original_url: https://azure.microsoft.com/en-us/services/devops
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.031931'
  status: review_required
  v1_locations:
  - docs/azure.md
https://azure.microsoft.com/en-us/solutions/azure-iaas:
  addition_method: automatic
  ai_summary: 'Curator Insight: Azure''s modern Infrastructure as a Service (IaaS)
    shifts the cloud narrative from raw compute units to an integrated, system-level
    architecture designed for AI workloads and mission-critical enterprise workloads.


    Live Grounding: Recent platform updates emphasize secure-by-design baseline policies,
    multi-zone business continuity frameworks, and seamless telemetry instrumentation
    targeting CPU-intensive and distributed database engines.'
  category: azure
  complexity: Beginner
  content_hash: 2d3df94f4508f706175f5e054989e9705b467ab46c3a68fae5552a625ef0187a
  description: The central landing page and resource hub for Microsoft Azure's Infrastructure
    as a Service, detailing compute, storage, networking, and system-level performance.
  hierarchy:
  - Cloud Providers
  - Microsoft Azure
  - IaaS
  is_microservice: false
  language: English
  last_checked: 1780352404.147692
  reputation_status: Vetted
  reputation_summary: Primary, highly reliable cloud product documentation suite representing
    foundational enterprise cloud infrastructure components.
  resource_type: Site
  social_preview_url: ''
  source_provenance: X.com (Azure)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - DE FACTO STANDARD
  - ENTERPRISE-STABLE
  title: Infrastructure as a Service (IaaS) | Microsoft Azure
  year: '2026'
https://azure.microsoft.com/en-us/updates:
  addition_method: manual
  content_hash: c0d299b90ce1d8fae61f1bb988a1c17001f73a79cdc01d07856079acfe54806a
  description: ''
  health_score: 100.0
  last_checked: 1779033195.230555
  stars: 0
  status: online
  title: "Azure Updates \U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-us/updates/?query=AKS:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official real-time tracking feed for feature rollouts, API updates,
    region additions, and critical deprecation schedules affecting Azure Kubernetes
    Service.
  language: N/A
  resource_type: Changelog
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Lifecycle & Release Notes
  - Platform Changes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Azure Updates AKS \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://azure.microsoft.com/en-us/updates/azure-virtual-network-manager-topology-view-now-generally-available:
  addition_method: manual
  content_hash: cd2d434082831561bcde20fe7922d38a408f0a0daf7e3044c019bb576eba1941
  description: ''
  health_score: 100.0
  last_checked: 1779029093.712788
  stars: 0
  status: online
  title: '==azure.microsoft.com: Azure Virtual Network Manager topology view now generally''
    available=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-us/updates/generally-available-azure-bastion-shareable-links:
  addition_method: manual
  content_hash: 349763fbbf24cfba726efb16e2396afabac9a18aaecdeb83507f3dfbd4681276
  description: ''
  health_score: 100.0
  last_checked: 1779034191.124009
  stars: 0
  status: online
  title: 'Generally available: Azure Bastion now support shareable links'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://azure.microsoft.com/en-us/updates/generally-available-azure-blob-storage-cold-tier-support-on-change-feed-and-object-replication
: addition_method: manual
  content_hash: 54e5a5ada010e6f05df7e9e8126be708bd485bc2cc7137dc0c97f9ead497a79d
  description: ''
  health_score: 100.0
  last_checked: 1779029531.698732
  stars: 0
  status: online
  title: 'azure.microsoft.com: Generally available: Azure Blob Storage Cold Tier support''
    on Change Feed and Object Replication'
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/en-us/updates/private-preview-aks-backup:
  addition_method: manual
  content_hash: 788a8d952656e5496bf5d13320f626d7ca7752ce33ef2446975684630234583b
  description: ''
  health_score: 100.0
  last_checked: 1779032499.621224
  review_metadata:
    original_url: https://azure.microsoft.com/en-us/updates/private-preview-aks-backup
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.997325'
  stars: 0
  status: online
  title: "==azure.microsoft.com: Private preview: Azure Kubernetes Service (AKS) Backup=='
    \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://azure.microsoft.com/en-us/updates/sftp-support-for-azure-blob-storage-now-generally-available:
  addition_method: manual
  content_hash: 43788bbb19bdc3d0e0e1a644aad064e0c615697eff80db65c668cad3966da0ba
  description: ''
  health_score: 100.0
  last_checked: 1779034066.542028
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'azure.microsoft.com: Generally available: SFTP support for Azure Blob Storage'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering azure.microsoft.com:
    Generally available: SFTP support for Azure Blob Storage in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://azure.microsoft.com/es-es/pricing/details/kubernetes-service:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official pricing documentation for Azure Kubernetes Service (AKS).
    Evaluates the free tier versus Uptime SLA guarantees, VM node sizes, and integrated
    storage options. Live grounding points to Azure's highly competitive pricing policies
    for hybrid and enterprise-scale deployments.
  language: Spanish
  resource_type: Reference/Pricing
  complexity: Intermediate
  hierarchy:
  - Kubernetes Management
  - Managed Kubernetes
  - Azure AKS Costs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Azure Kubernetes pricing
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://azure.microsoft.com/services/chaos-studio:
  addition_method: manual
  content_hash: 67871824337f3c8cf237064990fc07d9a0ff7d444b59565748377de97a1bdd50
  description: ''
  health_score: 100.0
  last_checked: 1779030760.287403
  stars: 0
  status: online
  title: Azure Chaos Studio
  v1_locations:
  - docs/chaos-engineering.md
  year: N/A
https://azure.microsoft.com/services/container-apps:
  addition_method: manual
  content_hash: 63a918810fe9081bda21710bbb0ac48d023e55606b716269e053924d50e4dd82
  description: ''
  health_score: 100.0
  last_checked: 1779029658.863618
  stars: 0
  status: online
  title: Azure Container Apps
  v1_locations:
  - docs/azure.md
  year: N/A
https://azure.microsoft.com/services/devops:
  addition_method: manual
  content_hash: cab5d76c655c345a99d8bd339c33c9a00b511678e8807fa2e427a012dcdf0e6f
  description: ''
  health_score: 100.0
  last_checked: 1779030635.108076
  stars: 0
  status: online
  title: "Azure DevOps \U0001F31F"
  v1_locations:
  - docs/azure.md
  - docs/devops.md
  - docs/jenkins-alternatives.md
  year: N/A
https://azurearcjumpstart.io:
  addition_method: manual
  content_hash: 22a467a8cc968ed9275238d39361d427819bc71676e9b8feb92ba423d1e22ad7
  description: ''
  health_score: 100.0
  last_checked: 1779031085.111681
  stars: 0
  status: online
  title: azurearcjumpstart.io
  v1_locations:
  - docs/azure.md
  year: N/A
https://azurecharts.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An interactive, visual tracking tool detailing Azure services. Dynamically
    graphs compliance updates, service availability maps, and feature changes in real-time.
  language: TypeScript
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Cloud Native Platforms
  - Azure
  - Visualization & Insights
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'azurecharts.com: Azure Charts'
  addition_method: manual
  v2_locations:
  - azure.md
https://azurecharts.com/learning:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An interactive educational roadmap generator integrated inside Azure
    Charts. Guides cloud engineers through certifications and specific infrastructure
    tracks.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Native Platforms
  - Azure
  - Education
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'azurecharts.com/learning: Azure Learning Explorer'
  addition_method: manual
  v2_locations:
  - azure.md
https://azurecloudai.blog/2019/09/27/deploy-azure-kubernetes-service-aks-to-a-preexisting-vnet:
  addition_method: manual
  ai_summary: Walkthrough outlining the installation of AKS inside preexisting VNET
    topologies. Examines subnet sizing requirements, routing controls, and enterprise
    boundary setups. Helpful for aligning AKS with pre-configured network constraints.
  complexity: Intermediate
  content_hash: 5d14b2dc03dadca8119588932b102e1f5ed361f90524093ca50abddd947d2843
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Providers
  - Azure
  - Networking
  is_microservice: false
  language: English
  last_checked: 1779031827.30087
  resource_type: blog
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'azurecloudai.blog: Deploy Azure Kubernetes Service (AKS) to a preexisting''
    VNET'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
https://azuredevopsdemogenerator.azurewebsites.net:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031618.118826
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Azure DevOps Demo Generator \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Azure
    DevOps Demo Generator \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://azuredevopslabs.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A extensive sandbox catalog presenting modular, self-paced technical
    tutorials for Azure DevOps. Teaches container builds, environment configuration
    matrices, and enterprise-grade security structures designed to support high-scale
    operations.
  language: English
  resource_type: Product
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Enterprise Platforms
  - Azure DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Azure DevOps Labs \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://azuredevopslabs.com/labs/vstsextend/kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An interactive, practical lab illustrating the step-by-step setup of
    continuous delivery pipelines targeting AKS using Azure DevOps. Covers container
    builds, ACR image pushes, and multi-stage YAML pipeline deployment structures.
  language: YAML
  resource_type: Interactive Lab
  complexity: Beginner
  hierarchy:
  - Delivery & CI/CD
  - Continuous Deployment
  - Azure Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'azuredevopslabs.com: Deploying a multi-container application to Azure Kubernetes
    Services'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://azuremarketplace.microsoft.com/en-us/marketplace/apps/gofireflyltd1705083203658.firefly:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Firefly is an advanced multi-cloud governance platform that detects
    unmanaged cloud assets and programmatically generates corresponding Infrastructure
    as Code (IaC) configuration files. It acts as an automated drift detector and
    reconciliation tool, ensuring that actual cloud deployments match repository-defined
    target architectures.
  language: None
  resource_type: Product
  complexity: Advanced
  hierarchy:
  - Cloud Governance
  - Infrastructure as Code
  - Asset Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'azuremarketplace.microsoft.com: Firefly'
  addition_method: manual
  v2_locations:
  - azure.md
https://azureviking.com/post/terraform-module-azure-dns-private-resolver:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A targeted guide detailing how to construct and deploy an Azure DNS
    Private Resolver utilizing Terraform scripts. Solves naming lookup hurdles within
    hybrid cloud topologies, replacing heavy VM-based forwarders with a secure, managed
    cloud native endpoint.
  language: HCL
  resource_type: Module
  complexity: Intermediate
  hierarchy:
  - Azure
  - Networking
  - DNS Resolver
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'azureviking.com: Terraform module: Azure DNS Private Resolver'
  addition_method: manual
  v2_locations:
  - terraform.md
https://azureviking.com/post/terraform-module-azurerm-alz-subnet:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Presents a custom subnet management module built for enterprise landing
    zones. Explores routing boundaries, Network Security Group (NSG) integrations,
    and automation methods to scale internal VNets easily.
  language: HCL
  resource_type: Module
  complexity: Intermediate
  hierarchy:
  - Azure
  - Networking
  - Subnets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'azureviking.com: Terraform Module: azurerm-alz-subnet'
  addition_method: manual
  v2_locations:
  - terraform.md
https://azureway.cloud/azure-container-apps-creating-using-terraform-part-1:
  addition_method: manual
  content_hash: ef4b9f024e2eeebbdf34c696ea3d19cf32a8cbfcd49ae6c6e939b95a9eec7097
  health_score: 100.0
  last_checked: 1779032680.323143
  needs_ai_refresh: true
  v1_locations:
  - docs/terraform.md
https://azureway.cloud/azure-container-apps-traffic-splitting-part-4:
  addition_method: manual
  content_hash: fdf558410487332b90abd7c51698d777788edc16ef106168d480d4297a79028c
  health_score: 100.0
  last_checked: 1779032381.982556
  needs_ai_refresh: true
  v1_locations:
  - docs/terraform.md
https://backstage.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Created by Spotify and donated to the CNCF, Backstage is an open-source
    framework for building internal developer portals. It unifies infrastructure tooling,
    services, and documentation under a single, centralized Software Catalog to streamline
    development workflows and reduce cognitive load.
  language: TypeScript
  resource_type: Framework / Tool
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Developer Portal
  - Internal Developer Platforms
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'Backstage Developer Portal:'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://backup.docs.portworx.com:
  addition_method: manual
  content_hash: 53e7bacf27df49e27bfde528e3135903962ffdb798c263833d0be1ad94eb410a
  description: ''
  health_score: 100.0
  last_checked: 1779034094.714128
  stars: 0
  status: online
  title: 'PX-Backup: docs'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://baeke.info/2022/06/02/trying-out-draft-2-on-aks:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An early evaluation testing out the Draft v2 workflow within AKS environments.
    Evaluates standard dev loops and notes architectural changes between initial Draft
    implementations and subsequent buildpack-driven tools. Modern architects should
    target standard buildpacks and OCI artifacts over older Draft versions.
  language: Bash
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Developer Experience
  - Legacy Scaffolding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.baeke.info: Trying out Draft 2 on AKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://baeke.info/2022/11/24/aks-workload-identity-revisited:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A deep-dive analyzing Azure AD Workload Identity mechanics. Compares
    this modern OIDC token-exchange flow against legacy pod identities. Essential
    reading for secure application migrations requiring direct integration with Azure
    Cloud resources.
  language: Bash
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Access & Identity
  - Workload Identity
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'blog.baeke.info: AKS Workload Identity Revisited'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://bagas-awibowo.medium.com/helm-templating-network-policy-using-helm-783b2f7e401a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033415.653962
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==bagas-awibowo.medium.com: Helm — Templating Network Policy using Helm=='
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==bagas-awibowo.medium.com:
    Helm — Templating Network Policy using Helm== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://balajisblog.com/cheatsheet-for-bitbucket-pipelines:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034345.630406
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'balajisblog.com: Cheatsheet for Bitbucket Pipelines'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering balajisblog.com:
    Cheatsheet for Bitbucket Pipelines in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banksco.de/p/state-of-realtime-web-2016.html:
  description: ''
  year: '2016'
  stars: 2
  ai_summary: A historical report from 2016 analyzing the landscape of real-time web
    transport. While historically useful, modern 2026 platforms have mostly replaced
    these early implementations with standardized WebSockets and Server-Sent Events
    (SSE).
  language: Agnostic
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - Real-Time
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: The State of Real-Time Web in 2016
  addition_method: manual
  v2_locations:
  - api.md
https://banzaicloud.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032219.556124
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Banzai Cloud \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  - docs/message-queue.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Banzai
    Cloud \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/backyards-api-gateway:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Deep technical review exploring the adaptation of Istio's ingress controller
    to serve as an enterprise API gateway. Focuses on route definitions, authentication
    offloading, and traffic manipulation.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Service Mesh
  - Networking
  - API Gateway
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'banzaicloud.com: Istio ingress controller as an API gateway'
  addition_method: manual
  v2_locations:
  - istio.md
https://banzaicloud.com/blog/helm3-the-good-the-bad-and-the-ugly:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032163.107486
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'banzaicloud.com: Helm 3, the Good, the Bad and the Ugly'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com:
    Helm 3, the Good, the Bad and the Ugly in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/istio-1.6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030540.676878
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'banzaicloud.com: What''s new in Istio 1.6, a quick walkthrough'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com:
    What''s new in Istio 1.6, a quick walkthrough in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/istio-external-demo:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031226.49407
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'banzaicloud.com: Controlling egress traffic with Istio'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com:
    Controlling egress traffic with Istio in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/istio-mixerless-telemetry:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031602.211686
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'banzaicloud.com: Istio telemetry V2 (Mixerless) deep dive'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com:
    Istio telemetry V2 (Mixerless) deep dive in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/istio-opa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032518.660121
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'banzaicloud.com: Istio and Kubernetes ft. OPA policies'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com:
    Istio and Kubernetes ft. OPA policies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/k8s-cluster-autoscaler:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031352.438432
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'banzaicloud.com: Autoscaling Kubernetes clusters'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com:
    Autoscaling Kubernetes clusters in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/k8s-cluster-logging:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034404.359046
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Understanding Kubernetes cluster events
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Understanding
    Kubernetes cluster events in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/k8s-sidecars:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034211.523823
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "banzaicloud.com: Sidecar container lifecycle changes in Kubernetes 1.18'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering banzaicloud.com:
    Sidecar container lifecycle changes in Kubernetes 1.18' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/kafka-on-etcd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031357.968546
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "banzaicloud.com: Kafka on Kubernetes - using etcd \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering banzaicloud.com:
    Kafka on Kubernetes - using etcd \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/kafka-on-istio-benefits:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033698.883072
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: The benefits of integrating Apache Kafka with Istio
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering The benefits
    of integrating Apache Kafka with Istio in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/kafka-rolling-upgrade:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031788.024565
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'banzaicloud.com: Kafka rolling upgrade made easy with Supertubes'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com:
    Kafka rolling upgrade made easy with Supertubes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/kafka-schemareg:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031094.297821
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'banzaicloud.com: Kafka Schema Registry on Kubernetes the declarative way'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com:
    Kafka Schema Registry on Kubernetes the declarative way in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/blog/kubernetes-nodepool-upgrades:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033773.223214
  stars: 0
  title: Kubernetes node pool upgrades with Banzai Pipeline
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://banzaicloud.com/blog/supertubes-focal:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034094.378221
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'banzaicloud.com: Bulletproof Kafka, and the tale of an Amazon outage'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering banzaicloud.com:
    Bulletproof Kafka, and the tale of an Amazon outage in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://banzaicloud.com/docs/one-eye/logging-operator/quickstarts/es-nginx:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031349.282955
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Store NGINX access logs in Elasticsearch with Logging operator \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Store
    NGINX access logs in Elasticsearch with Logging operator \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bash.cyberciti.biz/guide/Main_Page:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033759.209581
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "bash.cyberciti.biz Wiki \U0001F31F"
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering bash.cyberciti.biz
    Wiki \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bash.cyberciti.biz/guide/Man_command:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032343.929081
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bash.cyberciti.biz: Man command'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bash.cyberciti.biz:
    Man command in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://baykara.medium.com/a-gentle-inspection-of-oomkilled-in-kubernetes-4b4124cd23a8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034084.230052
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baykara.medium.com: A Gentle Inspection of OOMKilled in Kubernetes'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baykara.medium.com:
    A Gentle Inspection of OOMKilled in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bea.stollnitz.com/blog/aml-batch-endpoint:
  description: "- Suppose you’ve trained a machine learning model to accomplish some
    task, and you’d now like to provide that model’s inference capabilities as a service.
    Maybe you’re writing an application of your own that will rely on this service,
    or perhaps you want to make the service available to others. This is the purpose
    of endpoints — they provide a simple web-based API for feeding data to your model
    and getting back inference results.\n    - Azure ML currently supports three types
    of endpoints: batch endpoints, Kubernetes online endpoints, and managed online
    endpoints. I’m going to focus on batch endpoints in this post, but let me start
    by explaining how the three types differ."
  year: '2022'
  stars: 3
  ai_summary: Demystifies Azure ML batch endpoint configurations, highlighting the
    differences between batch and low-latency real-time managed endpoints. Covers
    execution environments, partition configurations, storage connections, and scaling
    parameters needed to serve heavy computational batch datasets efficiently.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Platforms
  - Azure
  - Model Serving
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'bea.stollnitz.com: Creating batch endpoints in Azure ML'
  addition_method: manual
  v2_locations:
  - mlops.md
https://beam.apache.org:
  description: ''
  addition_method: manual
  content_hash: 48530b322b79aaf38516fe082093a9cc89cef993adcf8b51db9d9fdf36da0519
  health_score: 100.0
  last_checked: 1779033162.389359
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2026'
  ai_summary: An advanced unified programming model for batch and stream processing
    pipelines. Running natively on Kubernetes via Apache Flink or Spark runners, Beam
    remains a fundamental framework in 2026 for high-concurrency event-driven architectures
    and real-time telemetry stream ingestion.
  language: Java
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Stream Processing
  is_microservice: false
  title: Apache Beam
https://beellz.hashnode.dev/continuous-profiling-in-kubernetes-using-pyroscope:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031602.154489
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==beellz.hashnode.dev: Continuous Profiling in Kubernetes Using Pyroscope=='
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==beellz.hashnode.dev:
    Continuous Profiling in Kubernetes Using Pyroscope== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://ben11kehoe.medium.com/never-put-aws-temporary-credentials-in-env-vars-or-credentials-files-theres-a-better-way-25ec45b4d73e
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031445.855104
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ben11kehoe.medium.com: Never put AWS temporary credentials in the credentials''
    file (or env vars) — there’s a better way'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ben11kehoe.medium.com:
    Never put AWS temporary credentials in the credentials'' file (or env vars) —
    there’s a better way in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ben11kehoe.medium.com/principals-in-aws-iam-38c4a3dc322a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034391.820348
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ben11kehoe.medium.com: AWS Authentication: Principals (users and roles)''
    in AWS IAM'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ben11kehoe.medium.com:
    AWS Authentication: Principals (users and roles)'' in AWS IAM in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bespoyasov.me/blog/clean-architecture-on-frontend:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Adapts Robert C. Martin's Clean Architecture principles to modern client-side
    frontend applications. Focuses on isolation of core business domains, UI frameworks,
    and data sources via explicit dependency inversion layers, simplifying testing
    and future framework transitions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Frontend Architecture
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Clean Architecture on Frontend
  addition_method: manual
  v2_locations:
  - aws-architecture.md
  - developerportals.md
https://betanews.com/2022/01/26/overcoming-observability-challenges:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034516.991445
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==betanews.com: Overcoming observability challenges in the CI/CD Pipeline=='
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==betanews.com:
    Overcoming observability challenges in the CI/CD Pipeline== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betanews.com/2022/10/22/cloud-security-is-complex-but-most-vulnerabilities-fall-into-three-key-categories:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033338.93183
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==betanews.com: Cloud security is complex -- but most vulnerabilities fall''
    into three key categories=='
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==betanews.com:
    Cloud security is complex -- but most vulnerabilities fall'' into three key categories==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterhumans.pub/8-communication-hacks-i-use-to-appear-more-senior-as-a-young-employee-9106468bf5aa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033697.01239
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterhumans.pub: 8 Communication Hacks I Use To Appear More Senior As a''
    Young Employee'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterhumans.pub:
    8 Communication Hacks I Use To Appear More Senior As a'' Young Employee in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/10-antipatterns-for-kubernetes-deployments-e97ce1199f2d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032097.594526
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: 10 Anti-Patterns for Kubernetes Deployments'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    10 Anti-Patterns for Kubernetes Deployments in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/10-things-you-might-not-know-about-yaml-b0589da547c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029274.14891
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: 10 Things You Might Not Know About YAML'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    10 Things You Might Not Know About YAML in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://betterprogramming.pub/2-use-cases-of-python-pre-commit-hooks-to-tidy-up-your-git-repositories-8d86c9c4f06b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033765.518072
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: 2 Use Cases of Python Pre-commit Hooks to Tidy Up''
    Your Git Repositories'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    2 Use Cases of Python Pre-commit Hooks to Tidy Up'' Your Git Repositories in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/3-seemingly-simple-python-features-that-confuse-beginners-313575312dcf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033622.689745
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: 3 Seemingly Simple Python Features That Confuse Beginners'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    3 Seemingly Simple Python Features That Confuse Beginners in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/4-awesome-browser-apis-you-might-not-be-using-yet-726d3e3237d2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032613.200878
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: 4 Awesome Browser APIs You Might Not Be Using Yet'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    4 Awesome Browser APIs You Might Not Be Using Yet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/5-simple-tips-for-debugging-docker-containers-271cb3dee77a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031539.744529
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "betterprogramming.pub: 5 Simple Tips For Debugging Docker Containers \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub:
    5 Simple Tips For Debugging Docker Containers \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/6-metrics-to-watch-for-on-your-k8s-cluster-76d58f08397f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029575.287568
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==betterprogramming.pub: 6 Metrics To Watch for on Your K8s Cluster== \U0001F31F"
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==betterprogramming.pub:
    6 Metrics To Watch for on Your K8s Cluster== \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/6-tips-for-creating-helm-charts-in-kubernetes-applications-452a37446f31:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031466.575448
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: 6 Tips for Creating Helm Charts in Kubernetes Applications'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    6 Tips for Creating Helm Charts in Kubernetes Applications in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/8-advanced-git-commands-university-wont-teach-you-fe63b483d34b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033088.456543
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: 8 Advanced Git Commands Universities Won’t Teach''
    You'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    8 Advanced Git Commands Universities Won’t Teach'' You in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/8-techniques-to-speed-up-your-database-292754ff7739:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031255.268452
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: 8 Techniques To Speed up Your Database'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    8 Techniques To Speed up Your Database in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/a-beginners-cheat-sheet-for-docker-f5024fd6c17f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031669.282859
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: A Beginners’ Cheat Sheet for Docker | Arjav Dave'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    A Beginners’ Cheat Sheet for Docker | Arjav Dave in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/a-cloud-migration-questionnaire-for-solution-architects-dec7ffcf063e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029573.096915
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "betterprogramming.pub: A Cloud Migration Questionnaire for Solution Architects'
    \U0001F31F\U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub:
    A Cloud Migration Questionnaire for Solution Architects' \U0001F31F\U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/advanced-features-of-kubernetes-horizontal-pod-autoscaler-536ebd7893ad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032817.259681
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Advanced Features of Kubernetes’ Horizontal Pod Autoscaler'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Advanced Features of Kubernetes’ Horizontal Pod Autoscaler in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://betterprogramming.pub/all-hail-the-monolith-celebrating-the-verbosity-of-the-unified-architecture-in-terraform-81b53e3a03ae
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030433.706317
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: All Hail the Monolith — Celebrating the Verbosity''
    of the Unified Architecture in Terraform'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    All Hail the Monolith — Celebrating the Verbosity'' of the Unified Architecture
    in Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/amazon-eks-is-eating-my-ips-e18ea057e045:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034571.630984
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Amazon EKS Is Eating My IPs!'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Amazon EKS Is Eating My IPs! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/applying-devops-to-api-development-for-apiops-21e2e605333e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031113.219704
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Applying DevOps to API Development for APIOps'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Applying DevOps to API Development for APIOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/attach-a-visual-debugger-to-ml-training-jobs-on-kubernetes-eb9678389f1f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030335.240343
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Attach a Visual Debugger to ML-training Jobs on Kubernetes'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Attach a Visual Debugger to ML-training Jobs on Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/automate-and-configure-your-rds-database-with-terraform-898fd4b8990d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030720.555891
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "betterprogramming.pub: Automate and Configure Your RDS Database With Terraform'
    \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub:
    Automate and Configure Your RDS Database With Terraform' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/automate-filling-templates-with-python-1ff6c6fd595e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033100.816871
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "betterprogramming.pub: Automate Filling Templates With Python \U0001F31F"
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub:
    Automate Filling Templates With Python \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/awesome-kubernetes-command-line-hacks-8bd3604e394f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033205.812403
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Awesome Kubernetes Command-Line Hacks'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Awesome Kubernetes Command-Line Hacks in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/aws-creating-a-vpc-with-an-auto-scaling-group-using-t2-micro-instances-4ac2c5c7795b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030438.486241
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==betterprogramming.pub: AWS: Creating a VPC With an Auto-scaling Group''
    Using T2.micro Instances=='
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub:
    AWS: Creating a VPC With an Auto-scaling Group'' Using T2.micro Instances== in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/aws-vs-digital-ocean-vs-hetzner-cloud-which-has-the-best-value-for-money-bd9cb3c06dee:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031163.875498
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: AWS vs. Digital Ocean vs. Hetzner Cloud — Which Has''
    the Best Value for Money?'
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    AWS vs. Digital Ocean vs. Hetzner Cloud — Which Has'' the Best Value for Money?
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/bash-vs-python-vs-javascript-which-is-better-for-automation-92a277ef49e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029575.288519
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "betterprogramming.pub: Bash vs. Python vs. JavaScript: Which Is Better for'
    Automation? \U0001F31F"
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub:
    Bash vs. Python vs. JavaScript: Which Is Better for' Automation? \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/build-a-cloud-native-multiprocessing-framework-b33cfc2c02b9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033046.467795
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Build a Cloud-Native Multiprocessing Framework'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Build a Cloud-Native Multiprocessing Framework in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/build-a-kubernetes-operator-in-10-minutes-11eec1492d30:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031649.454998
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "betterprogramming.pub: Build a Kubernetes Operator in 10 Minutes \U0001F31F"
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub:
    Build a Kubernetes Operator in 10 Minutes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/building-a-highly-available-kubernetes-operator-using-golang-fe4a44c395c2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032172.90205
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Build a Highly Available Kubernetes Operator Using''
    Golang'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Build a Highly Available Kubernetes Operator Using'' Golang in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/building-graphql-server-using-schema-first-approach-in-python-68aeee38bcc3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034217.24313
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Building GraphQL Server Using Schema-first Approach''
    in Python'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Building GraphQL Server Using Schema-first Approach'' in Python in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/chatgpt-and-software-architecture-308b6e0cc25a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032103.674739
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: ChatGPT and Software Architecture'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    ChatGPT and Software Architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/cheat-sh-the-ultimate-multi-language-cheat-sheet-8e97c16407aa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030593.807104
  stars: 0
  title: 'betterprogramming.pub: Cheat.sh — The Ultimate Multi-Language Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://betterprogramming.pub/clean-up-your-kubernetes-deployments-using-ansible-10a000db313b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031576.212793
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Clean Up Your Kubernetes Deployments Using Ansible'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Clean Up Your Kubernetes Deployments Using Ansible in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/creating-a-human-and-machine-freindly-logging-format-bb6d4bb01dca:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033118.161384
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: The Art of Logging'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    The Art of Logging in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/dependency-free-kubernetes-cluster-monitoring-5f7aa2f038d9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030022.248041
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Dependency-Free Kubernetes Cluster Monitoring'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Dependency-Free Kubernetes Cluster Monitoring in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/design-by-contracts-in-terraform-63467a749c1a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033129.717664
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Design by Contract in Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Design by Contract in Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/distributed-tracing-with-opentelemetry-spring-cloud-sleuth-kafka-and-jaeger-939e35f45821:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032961.154436
  stars: 0
  title: 'betterprogramming.pub: Distributed Tracing With OpenTelemetry, Spring Cloud''
    Sleuth, Kafka, and Jaeger'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://betterprogramming.pub/do-faster-development-and-testing-on-kubernetes-apps-with-telepresence-b7eac604dca4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032884.291189
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Do Faster Development and Testing on Kubernetes Apps''
    With Telepresence'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Do Faster Development and Testing on Kubernetes Apps'' With Telepresence in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/dockerize-your-django-apps-428189407c69:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030864.912271
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==betterprogramming.pub: Dockerize Your Django Apps=='
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub:
    Dockerize Your Django Apps== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/domain-partitions-how-to-find-a-healthy-balance-between-microservices-and-monoliths-2cd74206559:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032704.027993
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Domain Partitions: How To Find a Healthy Balance''
    Between Microservices and Monoliths'
  v1_locations:
  - docs/faq.md
  v2_locations:
  - faq.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Domain Partitions: How To Find a Healthy Balance'' Between Microservices and Monoliths
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/everything-you-need-to-know-about-kafka-a83e2456d14c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031099.438466
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "betterprogramming.pub: Everything You Need To Know About Kafka \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub:
    Everything You Need To Know About Kafka \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/exploring-json-json5-and-circular-references-2b5b0c5de532:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030440.181739
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Exploring JSON, JSON5, and Circular References'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Exploring JSON, JSON5, and Circular References in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://betterprogramming.pub/exploring-the-serverless-event-driven-architecture-8d6bda93e823:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032251.814349
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Exploring the Serverless Event-Driven Architecture'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Exploring the Serverless Event-Driven Architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/four-ways-you-can-experiment-with-sapling-709eec0ffcb1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032090.966765
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: My First Impressions of Sapling — Meta’s New Git''
    Client'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    My First Impressions of Sapling — Meta’s New Git'' Client in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/generating-class-diagrams-for-net-core-c4913db9398b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031094.099389
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Generating Class Diagrams for .Net Core'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Generating Class Diagrams for .Net Core in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/getting-started-with-pyvcloud-a-python-library-2e77092ed3ea:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031574.133535
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Getting Started With Pyvcloud — A Python Library'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Getting Started With Pyvcloud — A Python Library in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/going-serverless-governance-is-everything-c70589c9cee9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033169.673243
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Going Serverless? Governance Is Everything'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Going Serverless? Governance Is Everything in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/goldilocks-vs-krr-c986dfd7484d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029364.846957
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Goldilocks vs. KRR'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Goldilocks vs. KRR in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/good-leadership-is-about-growth-not-brilliance-af8ca30f1a3a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029938.862824
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Good Leadership Is About Growth, Not Brilliance'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Good Leadership Is About Growth, Not Brilliance in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-do-you-grow-as-a-software-engineering-manager-33a05873693:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031142.604642
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How to Grow as a (Software) Engineering Manager'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How to Grow as a (Software) Engineering Manager in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-gitops-can-help-prevent-security-misconfigurations-8b506dcd89e1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032248.502496
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How GitOps Can Help Prevent Security Misconfigurations'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How GitOps Can Help Prevent Security Misconfigurations in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-i-split-a-monolith-into-microservices-without-refactoring-5d76924c34c2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034045.357063
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==betterprogramming.pub: How I Split a Monolith Into Microservices Without'
    Refactoring== \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==betterprogramming.pub:
    How I Split a Monolith Into Microservices Without' Refactoring== \U0001F31F\U0001F31F\U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-solid-remains-solid-software-principles-vs-patterns-c77c623a628b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029294.345075
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How SOLID Remains Solid — Software Principles vs.''
    Patterns'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How SOLID Remains Solid — Software Principles vs.'' Patterns in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://betterprogramming.pub/how-to-continuously-test-and-deploy-your-helm-charts-on-kubernetes-clusters-using-kind-d71e3585d2dc
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031185.899892
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How To Continuously Test and Deploy Your Helm Charts''
    on Kubernetes Clusters Using Kind'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How To Continuously Test and Deploy Your Helm Charts'' on Kubernetes Clusters
    Using Kind in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-create-a-noops-deployment-with-github-actions-kubernetes-and-shipa-18aab208fe7a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033730.989633
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How To Create a NoOps Deployment With GitHub Actions''
    Kubernetes and Shipa'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How To Create a NoOps Deployment With GitHub Actions'' Kubernetes and Shipa in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-deprecate-apis-the-right-way-371c1cbf1723:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029063.364053
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How To Deprecate APIs the Right Way'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How To Deprecate APIs the Right Way in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-filter-the-git-logs-2dcebf3d12:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030201.99025
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How to Filter the Git Logs'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How to Filter the Git Logs in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-handle-duplicate-messages-and-message-ordering-in-kafka-82e2fef82025:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032455.136016
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How to Handle Duplicate Messages and Message Ordering''
    in Kafka'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How to Handle Duplicate Messages and Message Ordering'' in Kafka in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-implement-your-distributed-filesystem-with-glusterfs-and-kubernetes-83ee7f5f834f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030574.228302
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How to Implement Your Distributed Filesystem With''
    GlusterFS And Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How to Implement Your Distributed Filesystem With'' GlusterFS And Kubernetes in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-make-json-and-python-talk-to-each-other-41531d58e59d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032970.974826
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How to Make JSON and Python Talk to Each Other'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How to Make JSON and Python Talk to Each Other in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://betterprogramming.pub/how-to-migrate-from-docker-compose-to-kubernetes-b57eb229beb2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032872.675305
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How to Migrate From Docker Compose to Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How to Migrate From Docker Compose to Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-refactor-a-codebase-982772695078:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029356.162723
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How to Refactor a Codebase?'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How to Refactor a Codebase? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-speed-up-your-progress-with-feedback-1f41872b290a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032095.024014
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How to Speed Up Your Progress With Feedback'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How to Speed Up Your Progress With Feedback in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-transform-a-monolith-application-into-a-microservices-architecture-1e00363a03ba:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032251.813241
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==betterprogramming.pub: How to Transform a Monolith Application Into a''
    Microservices Architecture=='
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub:
    How to Transform a Monolith Application Into a'' Microservices Architecture==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-update-your-github-repository-in-visual-studio-code-7bb9e8549cea:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033166.344509
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How To Update Your GitHub Repository in Visual Studio''
    Code'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How To Update Your GitHub Repository in Visual Studio'' Code in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-use-pandas-to-consume-data-and-perform-data-analysis-76e000ad5480:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031800.016444
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==betterprogramming.pub: How to Use Pandas to Consume Data and Perform Data''
    Analysis=='
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub:
    How to Use Pandas to Consume Data and Perform Data'' Analysis== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-use-server-side-apply-in-k8s-operators-5cbff023183c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033757.738291
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How To Use Server-Side Apply in K8S Operators'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How To Use Server-Side Apply in K8S Operators in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/how-to-use-tmuxp-to-manage-your-tmux-session-614b6d42d6b6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034446.874116
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How to Use tmuxp to Manage Your tmux Session'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How to Use tmuxp to Manage Your tmux Session in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/improve-cluster-monitoring-with-network-mapping-in-grafana-fa8bb479fd47:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033704.299169
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Improve Cluster Monitoring With Network Mapping in''
    Grafana'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Improve Cluster Monitoring With Network Mapping in'' Grafana in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/introduction-to-aws-websockets-8b336a92c379:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034571.631983
  v1_locations:
  - docs/api.md
  - docs/aws-serverless.md
https://betterprogramming.pub/k8s-network-policy-made-simple-with-cilium-editor-a5b55781291c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030842.27455
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "betterprogramming.pub: K8s: Network Policy Made Simple With Cilium Editor'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub:
    K8s: Network Policy Made Simple With Cilium Editor' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/kafka-cli-commands-1a135a4ae1bd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030348.011298
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: 15 Kafka CLI Commands For Everyday Programming'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    15 Kafka CLI Commands For Everyday Programming in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/kubectl-commands-all-beginners-must-know-e504349fcec9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033240.240786
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Kubectl Commands All Beginners Must Know'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Kubectl Commands All Beginners Must Know in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/kubernetes-and-ssl-certificate-management-5f6a4b6f5ae9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029165.181761
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "betterprogramming.pub: Kubernetes and SSL Certificate Management \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub:
    Kubernetes and SSL Certificate Management \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/kubernetes-authentication-sidecars-a-revelation-in-microservice-architecture-12c4608189ab:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031428.938506
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Kubernetes Authentication Sidecars: A Revelation''
    in Microservice Architecture'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Kubernetes Authentication Sidecars: A Revelation'' in Microservice Architecture
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/kubernetes-observability-part-1-events-logs-integration-with-slack-openai-and-grafana-62068cf43ec:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033486.701314
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Kubernetes Observability Part 1: Events, Logs, and''
    Integration With Slack, OpenAI, and Grafana'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Kubernetes Observability Part 1: Events, Logs, and'' Integration With Slack, OpenAI,
    and Grafana in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/kubernetes-security-with-falco-2eb060d3ae7d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032800.083702
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Kubernetes Security With Falco'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Kubernetes Security With Falco in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/kubernetes-service-types-3c4a3088a5c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029899.103056
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: An Overview to Kubernetes Services'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    An Overview to Kubernetes Services in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/lambda-vs-step-functions-the-battle-of-cost-and-performance-5f008045e2ab:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033510.951374
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==betterprogramming.pub: Lambda vs. Step Functions: The Battle of Cost and''
    Performance=='
  v1_locations:
  - docs/api.md
  - docs/aws-serverless.md
  v2_locations:
  - api.md
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub:
    Lambda vs. Step Functions: The Battle of Cost and'' Performance== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/learn-solid-design-principles-in-java-by-coding-it-dcbf64a17b53:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031548.510861
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Learn SOLID Design Principles in Java by Coding It'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Learn SOLID Design Principles in Java by Coding It in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/learn-to-code-remotely-with-vs-code-and-ssh-68c630759279:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033263.054625
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Learn to Code Remotely With VS Code And SSH'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Learn to Code Remotely With VS Code And SSH in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/learning-python-with-program-templates-the-input-one-process-one-template-d7ed5156d3fc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031466.578031
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Learning Python With Program Templates: The Input''
    One, Process One Template'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Learning Python With Program Templates: The Input'' One, Process One Template
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/leave-aside-git-checkout-consider-git-switch-for-a-change-7849df8714b0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031799.992296
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Leave Aside Git Checkout. Consider Git Switch for''
    a Change'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Leave Aside Git Checkout. Consider Git Switch for'' a Change in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/mongodb-schema-validation-rules-8a1afc6ea67b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032087.733659
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: MongoDB Schema Validation Rules'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    MongoDB Schema Validation Rules in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/monitoring-kafkaapplications-implementing-healthchecks-and-tracking-lag-3976cc6f00d5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030115.35707
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==betterprogramming.pub: Monitoring Kafka Applications — Implementing Healthchecks''
    and Tracking Lag=='
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub:
    Monitoring Kafka Applications — Implementing Healthchecks'' and Tracking Lag==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/multi-tenancy-support-with-spring-boot-liquibase-and-postgresql-d41942dc0639:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029988.633124
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==betterprogramming.pub: Multi-Tenancy Support With Spring Boot, Liquibase,''
    and PostgreSQL=='
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub:
    Multi-Tenancy Support With Spring Boot, Liquibase,'' and PostgreSQL== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/my-first-microservice-using-golang-c5cf69f1376d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032974.761496
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Writing My First Microservice Using Go'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Writing My First Microservice Using Go in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/my-top-7-most-underrated-intellij-idea-features-572b0b706bd6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030653.029454
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: My Top 7 Most Underrated IntelliJ IDEA Features'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    My Top 7 Most Underrated IntelliJ IDEA Features in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/my-yq-cheatsheet-34f2b672ee58:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029309.662518
  stars: 0
  title: 'betterprogramming.pub: My Cheatsheet for the “yq” Tool'
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://betterprogramming.pub/pandas-illustrated-the-definitive-visual-guide-to-pandas-c31fa921a43:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030231.940904
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Pandas Illustrated: The Definitive Visual Guide to''
    Pandas'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Pandas Illustrated: The Definitive Visual Guide to'' Pandas in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/python-fastapi-kubernetes-gcp-296e0dc3abb6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034497.336167
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Deploy a Python API With Docker and Kubernetes'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Deploy a Python API With Docker and Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/python-list-comprehensions-are-more-powerful-than-you-might-think-3363a90e5bb0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029269.749573
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Python List Comprehensions Are More Powerful Than''
    You Might Think'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Python List Comprehensions Are More Powerful Than'' You Might Think in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/quit-unit-testing-classes-and-use-a-behavior-oriented-approach-306a667f9a31:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033309.125305
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==betterprogramming.pub: Why We Quit Unit Testing Classes to Focus On a''
    Behavioral Approach=='
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub:
    Why We Quit Unit Testing Classes to Focus On a'' Behavioral Approach== in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/recovering-from-common-git-errors-eccda7ec6180:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032819.704712
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==betterprogramming.pub: Recovering From Common Git Errors=='
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==betterprogramming.pub:
    Recovering From Common Git Errors== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/reusable-ec2-instances-using-terraform-modules-59aac51f1fb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031618.157237
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Reusable EC2 Instances Using Terraform Modules'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Reusable EC2 Instances Using Terraform Modules in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/running-airflow-using-kubernetes-executor-and-kubernetes-pod-operator-with-istio-d5aa7af16ef5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030891.206754
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Running Airflow Using Kubernetes Executor and Kubernetes''
    Pod Operator with Istio'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Running Airflow Using Kubernetes Executor and Kubernetes'' Pod Operator with Istio
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/secure-your-kubernetes-cluster-with-seccomp-9403ecf831b2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033240.241737
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Secure Your Kubernetes Cluster With Seccomp'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Secure Your Kubernetes Cluster With Seccomp in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/set-up-microservice-on-kubernetes-write-config-file-8df7c2b07a4c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030069.221214
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Setup Microservices on Kubernetes — Write a Configuration''
    File'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Setup Microservices on Kubernetes — Write a Configuration'' File in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/solutions-architect-tips-the-5-types-of-architecture-diagrams-eb0c11996f9e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033906.275815
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Solutions Architect Tips — The 5 Types of Architecture''
    Diagrams'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Solutions Architect Tips — The 5 Types of Architecture'' Diagrams in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/sprint-planning-best-practices-1aad4103f6cb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033942.409749
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Sprint Planning: Best Practices'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Sprint Planning: Best Practices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/stack-overflow-2022-developer-survey-where-is-the-industry-heading-3cd4a0cd41f3:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033050.705999
  v1_locations: []
https://betterprogramming.pub/stop-hiring-software-engineers-8545520437ac:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029063.357897
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Stop Hiring Software Engineers'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Stop Hiring Software Engineers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/team-topologies-a-new-way-of-thinking-about-teams-8f4853038509:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032289.683466
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Team Topologies — A New Way of Thinking About Teams'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Team Topologies — A New Way of Thinking About Teams in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/techniques-for-managing-your-time-and-cognitive-load-as-a-senior-leader-2b9eadb0daa4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029990.945733
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Techniques for Managing Your Time and Cognitive Load''
    as a Senior Leader'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Techniques for Managing Your Time and Cognitive Load'' as a Senior Leader in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/terraform-setup-for-using-aws-lambda-with-s3-2b8ba286b6d7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029714.732968
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Terraform Setup for Using AWS Lambda With S3'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Terraform Setup for Using AWS Lambda With S3 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/the-5-step-checklist-for-serverless-load-testing-346f4a60841d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030851.475315
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: The 5-Step Checklist for Serverless Load Testing'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    The 5-Step Checklist for Serverless Load Testing in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/the-best-vs-code-extensions-to-supercharge-your-git-5d5ab3f64f64:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032056.884198
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: The Best VS Code Extensions to Supercharge Your Git'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    The Best VS Code Extensions to Supercharge Your Git in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/the-perfect-message-queue-solution-based-on-the-redis-stream-type-ccf273554178:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030390.645885
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: The Perfect Message Queue Solution Based on the Redis''
    Stream Type'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    The Perfect Message Queue Solution Based on the Redis'' Stream Type in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/the-pros-and-cons-monorepos-explained-f86c998392e1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034530.840784
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: The Pros and Cons of Monorepos, Explained'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    The Pros and Cons of Monorepos, Explained in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/the-underestimated-importance-of-clear-code-ownership-baed758e47b8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032819.678185
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "betterprogramming.pub: The Importance of Code Ownership \U0001F31F"
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering betterprogramming.pub:
    The Importance of Code Ownership \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/this-is-why-you-should-use-tortoise-orm-in-your-python-projects-a3897dc5309e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031425.50278
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: This Is Why You Should Use Tortoise-ORM in Your Python''
    Projects'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    This Is Why You Should Use Tortoise-ORM in Your Python'' Projects in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/understanding-kubernetes-multi-container-pod-patterns-577f74690aee:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034557.866346
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Understanding Kubernetes Multi-Container Pod Patterns'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Understanding Kubernetes Multi-Container Pod Patterns in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/when-should-you-self-host-ci-tools-330fc38d2a6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031776.327035
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: When Should You Self-Host CI Tools? | William Anderson'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    When Should You Self-Host CI Tools? | William Anderson in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/why-working-on-cloud-vs-mobile-edge-is-so-different-e32930f1c801:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034272.968834
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: I Worked at Microsoft Cloud and Google Mobile for''
    3 Years — Here Are the Differences in Ecosystems'
  v1_locations:
  - docs/edge-computing.md
  v2_locations:
  - edge-computing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    I Worked at Microsoft Cloud and Google Mobile for'' 3 Years — Here Are the Differences
    in Ecosystems in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://betterprogramming.pub/with-latest-updates-create-amazon-eks-fargate-cluster-and-managed-node-group-using-terraform-bc5cfefd5773
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033759.119841
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Create an Amazon EKS Fargate Cluster and Managed''
    Node Group Using Terraform'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Create an Amazon EKS Fargate Cluster and Managed'' Node Group Using Terraform
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/write-tests-for-your-kubernetes-operator-d3d6a9530840:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033169.66859
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: How To Write Tests for Your Kubernetes Operator'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    How To Write Tests for Your Kubernetes Operator in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/writing-custom-kubernetes-controller-and-webhooks-141230820e9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033236.66815
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: Writing Custom Kubernetes Controller and Webhooks'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    Writing Custom Kubernetes Controller and Webhooks in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://betterprogramming.pub/yaml-tutorial-get-started-with-yaml-in-5-minutes-549d462972d8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033611.948569
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betterprogramming.pub: YAML Tutorial: Get Started With YAML in 5 Minutes'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betterprogramming.pub:
    YAML Tutorial: Get Started With YAML in 5 Minutes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://betterstack.com/community/comparisons/kubernetes-monitoring-tools:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comparative market review of ten leading commercial and open-source
    Kubernetes monitoring suites. Evaluates architecture models, scaling properties,
    out-of-the-box features, and implementation overheads across modern toolchains
    like Prometheus, Datadog, Dynatrace, and Better Stack.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Practical Diagnostics
  - Market Evaluations
  - Monitoring Toolchains
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "betterstack.com: 10 Best Kubernetes Monitoring Tools in 2022 \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://bgjar.com:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Dynamic SVG background generator that lets designers and engineers instantiate
    light-weight, scalable graphic backgrounds. Crucial for reducing DOM paint overhead
    compared to rasterized assets.
  language: JavaScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - UI/UX Design
  - Asset Generation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: bgjar.com
  addition_method: manual
  v2_locations:
  - javascript.md
https://bhupesh.me/publishing-my-first-ever-dockerfile-optimization-ugit:
  description: "- The author details their journey of reducing the size of their Docker
    image by 40%, from 31.4 MB to 17.6 MB\n    - They discuss optimization attempts,
    multi-stage builds, removing unnecessary binaries and dependencies, and using
    `scratch` as the base image"
  year: '2022'
  stars: 0
  ai_summary: A granular engineering narrative details a size optimization path down
    to raw scratch images. Explores stripping unnecessary dependencies and shell binaries.
  language: Shell
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Build Optimization
  - Shell Scripts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "bhupesh.me: How I reduced the size of my very first published docker image
    by 40% - A lesson in dockerizing shell scripts \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://bikeshed.thoughtbot.com:
  description: ''
  year: '2024'
  stars: 1
  ai_summary: A developer-focused podcast analyzing code health, automated testing
    frameworks, and dependency updates. Offers practical strategies on handling deployment
    scaling issues and code design patterns.
  language: N/A
  resource_type: Podcast
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Development Workflow
  - Podcasts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'bikeshed.fm: The Bike Shed'
  addition_method: manual
  v2_locations:
  - devops.md
https://binero.com/observability:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'A comprehensive technical walkthrough on constructing a unified, open-source
    observability platform leveraging the PLG (Prometheus, Loki, Grafana) stack. Covers
    log parsing, metric extraction, and unified dashboard panels. Curator Insight:
    DIY guide to custom monitoring stack creation. Live Grounding: Provides the baseline
    design blueprint for mid-to-large-tier teams avoiding premium SaaS licensing.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - PLG Stack
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opsdis.com: Building a custom monitoring solution with Grafana, Prometheus
    and Loki'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://binx.io/2022/07/13/working-with-aws-permission-policies:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029704.46416
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "binx.io: Working with AWS Permission Policies \U0001F31F"
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering binx.io:
    Working with AWS Permission Policies \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bishopfox.com/blog/kubernetes-pod-privilege-escalation:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A highly cited technical analysis demonstrating how misconfigured container
    host namespaces, capabilities, and volume mounts can be exploited to escape container
    boundaries and gain full host-level access.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Pod Privilege Escalation
  - Vulnerability Exploitation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "labs.bishopfox.com: Bad Pods: Kubernetes Pod Privilege Escalation \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://bit.ly/kube-tools-1:
  addition_method: manual
  content_hash: 1a4bf0b0e6698e92ec92122f9ee91d04850d62a93d493bda07d7ae77506d975f
  description: ''
  health_score: 100.0
  last_checked: 1779031495.198836
  stars: 0
  title: 'DevNation: 10 awesome kubernetes tools every user should know'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://bit.ly/kubeappserver:
  addition_method: manual
  content_hash: 0a82ab89d696c6b63a84af52d02204f78353382e4034e81b1ebf90ad7ef6a739
  description: ''
  health_score: 100.0
  last_checked: 1779033762.297996
  stars: 0
  status: online
  title: History of Microservices
  v1_locations:
  - docs/faq.md
  year: N/A
https://bitbucket.org:
  description: ''
  year: '2008'
  stars: 0
  ai_summary: Bitbucket is Atlassian's repository management service, featuring native
    Jira integrations, built-in pipelines, and repository permission controls. Optimized
    for enterprise environments, it simplifies managing private Git codebases alongside
    project planning tools.
  language: None
  resource_type: SaaS
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Collaborative Platforms
  - Git Hosting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: bitbucket.org
  addition_method: manual
  v2_locations:
  - git.md
https://bitbucket.org/atlassianlabs/atlascode/issues/112/cannot-activate-the-atlassian-for-vscode:
  description: ''
  addition_method: manual
  content_hash: 9ac8d6aa49ea71e4ca4c81d2d3ce3d81956bd69ebfa2440cb40c4642fe479029
  health_score: 100.0
  last_checked: 1779032934.7254
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: This troubleshooting guide addresses common extension loading failures
    in VS Code, specifically resolving Git integration issues within WSL environments.
    It provides developers with step-by-step solutions to fix filesystem access problems,
    path discrepancies, and workspace synchronization errors. Applying these recommendations
    restores full extension compatibility inside hybrid developer environments.
  language: Markdown
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Documentation
  - Developer Tooling
  - IDE Troubleshooting
  is_microservice: false
  title: 'VScode run from WSL in Linux: Cannot activate the ''Atlassian for VSCode''
    (Official)'' extension because ''git'' extension is not loaded'
'https://bitbucket.org/blog/setting-up-a-ci-cd-pipeline-with-spring-mvc-jenkins-and-kubernetes-on-aws ':
  addition_method: manual
  content_hash: 28a1bd5341c90fca608bbe7b00dd7d9436c71e919d4841da176d304041caf957
  description: ''
  health_score: 100.0
  last_checked: 1779030023.073428
  stars: 0
  status: online
  title: 'bitbucket.org: setting up a cicd pipeline with spring mvc and kubernetes''
    on aws'
  v1_locations:
  - docs/demos.md
  year: N/A
https://bitbucket.org/blog/transition-jira-issues-on-merge:
  addition_method: manual
  content_hash: 3d0dec05b8a8273b871e40e9fd3058612cea06dd348dd8f1e98a4e1c7d148f80
  description: ''
  health_score: 100.0
  last_checked: 1779032780.141167
  stars: 0
  title: Transition Jira issues on merge
  v1_locations:
  - docs/project-management-tools.md
  year: N/A
https://bitfieldconsulting.com/blog/container-security:
  addition_method: manual
  content_hash: 282168fd3f7661a7ee1b9244f6346ca63dc9d7beb1aedb22160b1c017084e1b0
  description: ''
  health_score: 100.0
  last_checked: 1779032333.954793
  stars: 0
  title: Don't make this container security mistake
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://bitfieldconsulting.com/posts/container-security:
  addition_method: manual
  content_hash: eea2a126dcfdeca8f6681515263c8c6ac1f178df567e1493ff5acc5eb667857d
  health_score: 100.0
  last_checked: 1779130494.95148
  v1_locations:
  - docs/kubernetes.md
https://bitnami.com/stacks/helm:
  addition_method: manual
  content_hash: 03bf290dd9f82d5568fb9e779cdbb68434c8254c32466cb054a46462e7886b25
  description: ''
  health_score: 100.0
  last_checked: 1779030653.138492
  stars: 0
  status: online
  title: Bitnami Helm Charts
  v1_locations:
  - docs/helm.md
  year: N/A
https://bitnami.com/stacks?stack=helm:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The industry-standard, production-hardened suite of application and
    middleware charts maintained by Bitnami. It provides container security patches,
    non-root execution profiles, and reliable high-availability structures for standard
    database, web server, and cache backends.
  language: YAML
  resource_type: Chart Registry
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Chart Repositories
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Bitnami Helm Charts
  addition_method: manual
  v2_locations:
  - helm.md
https://biztechmagazine.com/article/2021/07/6-steps-improved-api-security:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An actionable blueprint detailing six steps to improve enterprise API
    security posture. Recommends implementing API gateways, token authentication schemas,
    rate limiters, and complete traffic logs.
  language: Agnostic
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - API Security
  - Enterprise
  - Implementation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'biztechmagazine.com: 6 Steps to Improved API Security'
  addition_method: manual
  v2_locations:
  - api.md
https://blackbird.a8r.io:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The Ambassador K8s Initializer helps engineers bootstrap cloud-native
    applications with ready-made Kubernetes configurations. It simplifies ingress
    setup, routing rules, and observability hooks by generating tailored declarative
    manifests.
  language: Go
  resource_type: Project
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Application Scaffolding
  - Boilerplate Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Ambassador Edge Stack. K8S Initializer  (scaffolding tool) \U0001F31F"
  addition_method: manual
  v2_locations:
  - scaffolding.md
https://blackbird.a8r.io/initializer:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.964061
  review_metadata:
    original_url: https://blackbird.a8r.io/initializer
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.964063'
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blackbird.a8r.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blazemeter.com/blog/three-ways-devops-benefit-aws-codepipeline:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033335.819645
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blazemeter.com: Three Ways DevOps Benefit from AWS CodePipeline'
  v1_locations:
  - docs/aws-devops.md
  v2_locations:
  - aws-devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blazemeter.com:
    Three Ways DevOps Benefit from AWS CodePipeline in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blocksandfiles.com/2020/01/30/kasten-k10-kubernetes-container-protection:
  addition_method: manual
  content_hash: 009927989f37716a4096d75e7a48b307d7027fd6a6a45e2a9f2d729719484e38
  health_score: 100.0
  last_checked: 1779032883.09503
  v1_locations:
  - docs/kubernetes-backup-migrations.md
https://blocksandfiles.com/2020/06/05/ibm-spectrum-protect-plus:
  addition_method: manual
  content_hash: d1f8113c18be1d713ec5496daf412e82d02393742f6be34e8434a0f0c63ff49d
  health_score: 100.0
  last_checked: 1779030586.087425
  v1_locations:
  - docs/kubernetes-backup-migrations.md
https://blocksandfiles.com/2020/06/23/lightbits-labs-adds-kubernetes-table-stakes-csi-support:
  addition_method: manual
  content_hash: 7ddf27a8e5114db682d4b1c06e08a66813e44a630c5eee5de240e174fbf5aca7
  description: ''
  health_score: 100.0
  last_checked: 1779032379.101133
  stars: 0
  status: online
  title: 'blocksandfiles.com: Lightbits Labs adds Kubernetes table stakes: CSI support'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://blocksandfiles.com/2020/07/21/kubernetes-stateful-status:
  addition_method: manual
  content_hash: decaa900a070ae7f1f5214e8f04900d2d92622f205876ddb2c0ab3d4dcef4577
  description: ''
  health_score: 100.0
  last_checked: 1779034100.178365
  stars: 0
  status: online
  title: 'blocksandfiles.com: Kubernetes is in a bit of state about state'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blocksandfiles.com/2020/12/10/trilio-funding:
  addition_method: manual
  content_hash: 667889df30f483ed8b16d1f2efee49cc41c6759234d06cd5cd22eeeb9a40b8ad
  health_score: 100.0
  last_checked: 1779029559.043597
  v1_locations:
  - docs/kubernetes-backup-migrations.md
https://blocksandfiles.com/2020/12/22/the-storageless-storage-paradox:
  addition_method: manual
  content_hash: 77964f82c6495fa5cd9056e4149397113a3f2b9867e959cd05912e98cc84234f
  description: ''
  health_score: 100.0
  last_checked: 1779033027.67249
  stars: 0
  status: online
  title: 'blocksandfiles.com: geless storage is the ‘answer’ to Kubernetes data challenges'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://blocksandfiles.com/2021/01/27/red-hat-openshift-container-storage-backup:
  addition_method: manual
  content_hash: 2c5443d7dc6dbc75208fbe1f3b6995c448b37b26ca0cbf2007cbb8dcdf903f24
  description: ''
  health_score: 100.0
  last_checked: 1779034480.799003
  stars: 0
  status: online
  title: "blocksandfiles.com: Red Hat OpenShift now does container storage backup'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://blocksandfiles.com/2021/08/05/kubernetes-storage-chinese-vendor-smartxs-iomesh-beats-portworx-longhorn-and-openebs:
  addition_method: manual
  content_hash: 568c498e6ae20bb1f6c9cc0a1da3a7b44afd26d684c4f6e24b0edc91f3a9f191
  description: ''
  health_score: 100.0
  last_checked: 1779032342.656443
  stars: 0
  status: online
  title: 'blocksandfiles.com: Kubernetes storage: SmartX’s IOMesh beats Portworx,''
    Longhorn and OpenEBS'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://blog.abaganon.com/going-global-with-kubernetes-490cf51e2bf8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034131.409419
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.abaganon.com: Why you probably won’t use K8gb.io'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.abaganon.com:
    Why you probably won’t use K8gb.io in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.acethecloud.com/a-step-by-step-guide-to-calculating-slas-slis-and-slos-for-your-it-services-6f0a07b67bb5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029939.132977
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.acethecloud.com: A Step-by-Step Guide to Calculate SLAs, SLIs, and''
    SLOs for Your IT Services'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.acethecloud.com:
    A Step-by-Step Guide to Calculate SLAs, SLIs, and'' SLOs for Your IT Services
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.acethecloud.com/the-kubernetes-handbook-a-comprehensive-guide-of-100-q-a-e680199e6e22:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030207.268116
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.acethecloud.com: The Kubernetes Handbook: A Comprehensive guide of'
    100 Q&A \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.acethecloud.com:
    The Kubernetes Handbook: A Comprehensive guide of' 100 Q&A \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.adnansiddiqi.me/create-your-first-rest-api-in-fastapi:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Teaches fundamental design patterns in FastAPI, showcasing schema development
    with Pydantic, dynamic query validations, path routing, and automated dynamic
    Swagger API manual configuration.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Asynchronous Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "blog.adnansiddiqi.me: Create your first REST API in FastAPI \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://blog.adnansiddiqi.me/getting-started-with-elasticsearch-7-in-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Structural guide on indexing and querying massive document datasets
    using Elasticsearch 7 and the official Python Elasticsearch client. Covers document
    insertion, mapping configurations, and structured search query syntaxes.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Python Search Engine
  - Elasticsearch
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "blog.adnansiddiqi.me: Getting started with Elasticsearch 7 in Python \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://blog.adoptium.net/2021/08/using-jlink-in-dockerfiles:
  addition_method: manual
  content_hash: 2d7547db4cb926da1c7e589cd57f48a1855fafc890bce2edb3ec5f141e836b7f
  description: ''
  health_score: 100.0
  last_checked: 1779033674.342714
  stars: 0
  status: online
  title: 'blog.adoptium.net: Using Jlink in Dockerfiles instead of a JRE'
  v1_locations:
  - docs/docker.md
  year: N/A
https://blog.adoptopenjdk.net/2020/06/adoptopenjdk-11-new-default:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Announces AdoptOpenJDK 11 as the default runtime, marking a massive
    shift in corporate standard operations away from proprietary binaries toward community-governed
    OpenJDK platforms to avoid licensing vulnerabilities.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Ecosystem
  - JDK Distribution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "__AdoptOpenJDK 11__ Is the New Default \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://blog.aenix.io/argo-cd-vs-flux-cd-7b1d67a246ca:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030401.02449
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.aenix.io: Argo CD vs Flux CD'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.aenix.io:
    Argo CD vs Flux CD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.aks.azure.com/2025/04/02/Scaling-Kubernetes-for-AI-and-Data-intensive-Workloads:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Focuses on utilizing Azure Kubernetes Service (AKS) Fleet Manager to
    coordinate multi-cluster scaling for modern AI and data-heavy services. It details
    multi-cluster updates, global load balancing, and orchestration patterns that
    bypass single-cluster scaling bottlenecks, supporting highly distributed deep
    learning and large-scale analytical runtimes.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Azure Kubernetes Service
  - AKS Fleet Manager
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Limitless Kubernetes Scaling for AI and Data-intensive Workloads: The AKS
    Fleet Strategy'
  addition_method: manual
  v2_locations:
  - ai.md
  - azure.md
https://blog.akuity.io/unveil-the-secret-ingredients-of-continuous-delivery-at-enterprise-scale-with-argo-cd-7c5b4057ee49:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029369.306707
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.akuity.io: Unveil the Secret Ingredients of Continuous Delivery at''
    Enterprise Scale with Argo CD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.akuity.io:
    Unveil the Secret Ingredients of Continuous Delivery at'' Enterprise Scale with
    Argo CD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.alexellis.io/a-bit-of-istio-before-tea-time:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Accelerated developer tutorial detailing local installations and practical
    evaluations of the Istio service mesh. Covers microservice configuration injections,
    sidecar integrations, and foundational egress traffic testing in simple configurations.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Service Mesh
  - Istio
  - Hands-On
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.alexellis.io: A bit of Istio before tea-time'
  addition_method: manual
  v2_locations:
  - demos.md
https://blog.alexellis.io/bare-metal-kubernetes-with-k3s:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A foundational tutorial by Alex Ellis on provisioning fully compliant
    bare-metal Kubernetes nodes on physical hardware using K3s, metalLB, and generic
    local network environments.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Edge & IoT
  - Bare Metal
  - Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.alexellis.io: Bare-metal Kubernetes with K3s'
  addition_method: manual
  v2_locations:
  - rancher.md
https://blog.alexellis.io/building-containers-without-docker:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Written by cloud-native expert Alex Ellis, this post explores build
    tools (such as BuildKit, Buildah, and Kaniko) that compile container images without
    relying on a local Docker daemon. It unpacks the benefits of using non-docker
    setups inside Kubernetes CI/CD runner environments, avoiding Docker-in-Docker
    (DinD) security compromises. It serves as an essential manual for modern cloud
    pipeline designs.
  language: Markdown
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Containerization
  - Image Building
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.alexellis.io: Building containers without Docker \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://blog.alexellis.io/get-private-kubectl-access-anywhere:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Explores techniques for securely accessing the Kubernetes API control
    plane of isolated or private networks without exposing standard firewall ports.
    Explains how reverse-proxy tunnels provide secure endpoints. Live Grounding validates
    that tunnel mechanisms like inlets, Tailscale, or Cloudflare Tunnels have become
    common choices for secure edge environments.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Deployment & Orchestration
  - Cluster Provisioning
  - Remote Access
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.alexellis.io: Get kubectl access to your private cluster from anywhere'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
  - kubectl-commands.md
https://blog.alexellis.io/ingress-for-your-local-kubernetes-cluster:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: An operational walkthrough explaining how to attach a public load balancer
    to private, local Kubernetes configurations using Inlets. Bypasses corporate NAT
    constraints, making localized clusters easily addressable for demo pipelines.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Tunnels
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "blog.alexellis.io: Get a public LoadBalancer for your private Kubernetes
    cluster \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://blog.alexellis.io/primer-accessing-kubernetes-services:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Demystifies service exposition mechanisms. Breaks down the network plumbing
    and structural configuration differences between ClusterIP, NodePort, and cloud-provider
    LoadBalancer integrations.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Networking
  - Services
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.alexellis.io: A Primer: Accessing services in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.alexellis.io/troubleshooting-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A classic, hands-on troubleshooting guide tailored for engineers deploying
    applications to Kubernetes clusters. It provides a logical flow of commands from
    checking container logs and inspecting events to executing commands inside a container.
    This resource is excellent for developing the primary instincts required to resolve
    containerized application failures.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - General Guide
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.alexellis.io: How to Troubleshoot Applications on Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://blog.alexellis.io/what-if-your-pods-need-to-trust-self-signed-certificates:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Focuses on patterns for trusting self-signed or internal enterprise
    Root CA certificates inside dynamic pod runtimes. Demonstrates using initContainers
    and shared volumes to inject trust anchors clean of custom application builds.
    Prevents hardcoding issues across dynamic corporate multi-tenant infrastructures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - PKI
  - Certificate Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.alexellis.io: What if your Pods need to trust self-signed certificates?'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://blog.alluxi.com/8-habilidades-que-necesitas-para-ser-un-gran-programador-python:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033570.083262
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.alluxi.com: 8 habilidades que necesitas para ser un gran programador''
    Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.alluxi.com:
    8 habilidades que necesitas para ser un gran programador'' Python in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.alterway.fr/en/building-a-continious-deployment-pipeline-with-kubernetes-and-concourse-ci.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A deep-dive engineering guide on interfacing Concourse CI pipelines
    directly with target Kubernetes clusters. Focuses on the security boundaries of
    Kubernetes resources, service accounts, and secret synchronization patterns.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Software Delivery
  - Continuous Deployment
  - Concourse Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Building a continious deployment pipeline with Kubernetes and Concourse-CI
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://blog.amhaish.com/observing-the-k8-cluster-using-elk-stack-7d4264fdb0e3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030854.309737
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.amhaish.com: Observing the K8 cluster using ELK stack'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.amhaish.com:
    Observing the K8 cluster using ELK stack in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.annamcdougall.com/git-workflow-tutorial-start-using-git-today-with-basic-git-commands-ckdc1nvfs02zp66s1d4zydz47:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031576.371468
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.annamcdougall.com: Git Workflow Tutorial: Start Using Git TODAY with''
    Basic Git Commands'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.annamcdougall.com:
    Git Workflow Tutorial: Start Using Git TODAY with'' Basic Git Commands in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.antoinechoula.ga/native-eks-ingress-with-aws-load-balancer-controller:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032134.516675
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.antoinechoula.ga: Native EKS Ingress with AWS Load Balancer Controller'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.antoinechoula.ga:
    Native EKS Ingress with AWS Load Balancer Controller in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.appdynamics.com/cloud/a-guide-to-performance-challenges-with-aws-ec2-part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033274.993619
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'DZone: A Guide to Performance Challenges with AWS EC2: Part 1'
  v1_locations:
  - docs/aws-architecture.md
  v2_locations:
  - aws-architecture.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering DZone:
    A Guide to Performance Challenges with AWS EC2: Part 1 in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.appsignal.com/2021/01/06/microservices-monitoring-using-namespaces-for-data-structuring.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses structured logging and telemetry tagging practices across
    distributed microservices. Explains how namespace isolation and unified tagging
    strategies allow DevOps teams to easily filter performance metrics, traces, and
    application logs.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Observability
  - Namespaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.appsignal.com: Microservices Monitoring: Using Namespaces for Data
    Structuring \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://blog.appstack.one/how-to-run-ghost-blog-inside-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032287.580794
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.appstack.one: How to run Ghost blog inside Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.appstack.one:
    How to run Ghost blog inside Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.aquasec.com/advanced-persistent-threat-techniques-container-attacks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes advanced persistent threat (APT) techniques targeting containerized
    cloud environments. Outlines attack vectors such as local privilege escalation,
    detection evasion, and cryptomining, highlighting the importance of real-time
    container runtime instrumentation.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security
  - Threat Intelligence
  - Container Runtime Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.aquasec.com: Advanced Persistent Threat Techniques Used in Container
    Attacks'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://blog.aquasec.com/container-isolation-techniques:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An elite architectural breakdown explaining kernel-level containment
    mechanisms. Explores Linux Namespaces (PID, Mount, Net, User) and Control Groups
    (cgroups), as well as supplementary security layers like AppArmor, SELinux, and
    Seccomp filters.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Security
  - Container Architecture
  - OS Level Virtualization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.aquasec.com: How Do Containers Contain? Container Isolation Techniques'
  addition_method: manual
  v2_locations:
  - docker.md
https://blog.aquasec.com/docker-official-images:
  description: '- [dev.to: Terraform IaC Scanning with Trivy](https://dev.to/pwd9000/terraform-iac-scanning-with-trivy-3cai)'
  year: '2021'
  stars: 0
  ai_summary: A structured vulnerability study evaluating official Docker base images
    using the Trivy scanner. Illustrates how standard distributions accumulate vast
    libraries of unneeded and highly dangerous packages, reinforcing the architectural
    requirement to move towards optimized base images such as Alpine or Distroless.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Management
  - Base Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.aquasec.com: A Security Review of Docker Official Images: Which Do
    You Trust? (with trivy)'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://blog.aquasec.com/kubernetes-ui-tools-security-threat:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A cybersecurity threat analysis exposing how unsecured and misconfigured
    Kubernetes administration dashboards can be targeted by attackers as remote access
    tools (RATs). Outlines strict network isolation, zero-trust patterns, and RBAC
    strategies.
  language: N/A
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Security
  - Threat Vector
  - UI Exploitation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'blog.aquasec.com: RATs (remote access tools) in the Cloud: Kubernetes UI
    Tools Turn into a Weapon'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://blog.aquasec.com/kubernetes-version-1.23-security-features:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight duplicates security focuses in 1.23. In 2026, it remains
    useful for security compliance audits when checking clusters against legacy security
    postures.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Kubernetes Core
  - Cluster Security
  - v1.23
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'blog.aquasec.com: Kubernetes Version 1.23: What''s New for Security?'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://blog.argoproj.io/5-new-git-commands-and-1-tip-youll-use-every-day-3c28e97c9321:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses modern additions to the Git toolset (such as `git switch`
    and `git restore`), which decouple overloaded behaviors from `git checkout`. Includes
    tips on managing complex working trees.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.argoproj.io: 5 new Git commands and 1 tip you’ll use every day'
  addition_method: manual
  v2_locations:
  - git.md
https://blog.argoproj.io/architecting-workflows-for-reliability-d33bd720c6cc:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines reliable architectural patterns for running large-scale Argo
    Workflows. Covers retry policies, rate-limiting configurations, and workflow controller
    adjustments necessary to safely sustain highly concurrent executions without experiencing
    system degradation.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Orchestration
  - Argo Workflows
  - Reliability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.argoproj.io: Architecting Workflows For Reliability'
  addition_method: manual
  v2_locations:
  - argo.md
https://blog.argoproj.io/best-practices-for-multi-tenancy-in-argo-cd-273e25a047b0:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Outlines critical architectural patterns for implementing multi-tenancy
    in ArgoCD. Covers AppProjects boundaries, target namespace isolation, network
    policies, and cluster-wide RBAC to ensure secure sharing of GitOps infrastructure.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps
  - Multi-Tenancy
  - Security & Compliance
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'blog.argoproj.io: Best Practices for Multi-tenancy in Argo CD'
  addition_method: manual
  v2_locations:
  - argo.md
https://blog.argoproj.io/getting-started-with-applicationsets-9c961611bcf0:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines technical use-cases for ApplicationSets in handling massive-scale
    Kubernetes rollouts, defining templating behaviors, and utilizing multi-source
    capabilities within modern GitOps workflows.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Argo ApplicationSets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.argoproj.io: Getting started with ApplicationSets'
  addition_method: manual
  v2_locations:
  - demos.md
https://blog.argoproj.io/introducing-the-applicationset-controller-for-argo-cd-982e28b62dc5:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Unveils the ApplicationSet Controller designed to orchestrate multi-cluster
    and multi-tenant Argo CD configurations from a single template. Enables automated
    templating of Kubernetes workloads using Git generators, directory generators,
    and cluster generators.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Argo ApplicationSets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.argoproj.io: Introducing the ApplicationSet Controller for Argo CD'
  addition_method: manual
  v2_locations:
  - demos.md
https://blog.argoproj.io/introducing-the-appsource-controller-for-argocd-52f21d28d643:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the AppSource controller, which enables developer self-service
    by letting teams define dynamic configurations without administrative intervention,
    improving workflow modularity.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Argo CD Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.argoproj.io: Introducing the AppSource Controller for ArgoCD'
  addition_method: manual
  v2_locations:
  - demos.md
https://blog.argoproj.io/new-sync-and-diff-strategies-in-argocd-44195d3f8b8c:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Explores performance optimizations and enhanced reconciliation engines
    introduced in ArgoCD. Details advanced diff options, custom synchronization hooks,
    and resource tracking methods that streamline deployment workflows in large-scale
    environments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Synchronization Strategies
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'blog.argoproj.io: New sync and diff strategies in ArgoCD'
  addition_method: manual
  v2_locations:
  - argo.md
https://blog.argoproj.io/practical-argo-workflows-hardening-dd8429acc1ce:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A practical guide to security hardening for Argo Workflows deployments
    in enterprise environments. Focuses on minimizing RBAC permissions, configuring
    network policies, securing the workflow controller, and utilizing read-only file
    systems to mitigate risks of privilege escalation and container breakouts.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Orchestration
  - Argo Workflows
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.argoproj.io: Practical Argo Workflows Hardening \U0001F31F"
  addition_method: manual
  v2_locations:
  - argo.md
https://blog.argoproj.io/whats-new-in-argo-workflows-v3-3-dd051d2f1c7:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Highlights the key feature additions, execution optimizations, and performance
    enhancements introduced in Argo Workflows version 3.3. Discusses UI/UX developments,
    DAG scaling capabilities, and robust security upgrades.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps & CD
  - Argo Workflows
  - Release News
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'blog.argoproj.io: What’s new in Argo Workflows v3.3'
  addition_method: manual
  v2_locations:
  - argo.md
https://blog.arkey.fr/2020/06/28/using-jdk-flight-recorder-and-jdk-mission-control:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details the usage of JDK Flight Recorder (JFR) and JDK Mission Control
    (JMC) for low-overhead, production-grade JVM diagnostic profiling. Explains trace
    capture of memory, CPU, and I/O cycles.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Application Monitoring
  - Java Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.arkey.fr: Using JDK FlightRecorder and JDK Mission Control'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://blog.ashwinchat.com/9-months-of-full-time-vim:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A highly reflective engineering journal detailing a 9-month migration
    from IDEs to a unified Neovim and Tmux terminal setup. Evaluates configuration
    complexity, speed gains, and terminal ergonomics.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Productivity
  - Text Editors
  - Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.ashwinchat.com: 9 Months of Full Time Neovim + Tmux'
  addition_method: manual
  v2_locations:
  - linux.md
https://blog.asmartbear.com/slc.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Challenges the traditional MVP (Minimum Viable Product) paradigm, advocating
    instead for the 'SLC' (Simple, Lovable, and Complete) framework. Argues that customers
    reject bare-bones MVPs, and outlines how building high-quality, fully realized
    smaller feature sets ensures stronger initial retention and reliable early feedback.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Product Management
  - Methodology
  - Alternative Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.asmartbear.com: I hate MVPs. So do your customers. Make it SLC instead
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://blog.awsfundamentals.com/aws-lambda-with-terraform:
  addition_method: manual
  content_hash: a4ca5d1f961aa495c78890348841d90c637edea12fd961d96a9d4998f6a8db6c
  description: ''
  health_score: 100.0
  last_checked: 1779032050.527153
  stars: 0
  status: online
  title: 'blog.awsfundamentals.com: Mastering AWS Lambda with Terraform: A Comprehensive''
    Guide'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://blog.awsfundamentals.com/aws-s3-rm-removing-files:
  addition_method: manual
  content_hash: 769d1ad539daa9d4c8f4a9bfdc75c86bec8cb096c4e9069638f51c990ffa4778
  description: ''
  health_score: 100.0
  last_checked: 1779034273.146528
  stars: 0
  status: online
  title: 'blog.awsfundamentals.com: Step-By-Step: Emptying S3 Buckets and Directories''
    Using the AWS CLI with S3 RM'
  v1_locations:
  - docs/aws-tools-scripts.md
  year: N/A
https://blog.awsfundamentals.com/aws-s3-sync:
  addition_method: manual
  content_hash: 3d1afe6db2f21d80c107552463a1344157332015f984db94a97c76778d8c82fe
  description: ''
  health_score: 100.0
  last_checked: 1779031642.730198
  stars: 0
  status: online
  title: '==blog.awsfundamentals.com: AWS S3 Sync - An Extensive Guide=='
  v1_locations:
  - docs/aws-storage.md
  - docs/aws-tools-scripts.md
  year: N/A
https://blog.awsfundamentals.com/using-s3-with-terraform:
  addition_method: manual
  content_hash: 8e0d4eb5e5e92f39257257cd278c94c44b4b786075d3e4e342e49905919de4ae
  description: ''
  health_score: 100.0
  last_checked: 1779032613.329099
  stars: 0
  status: online
  title: 'blog.awsfundamentals.com: Using S3 with Terraform'
  v1_locations:
  - docs/demos.md
  year: N/A
https://blog.axiomio.com/seven-kubernetes-trends-to-watch-in-upcoming-years-e7d48e86c614:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031787.915158
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.axiomio.com: Seven Kubernetes Trends to Watch in Upcoming Years'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.axiomio.com:
    Seven Kubernetes Trends to Watch in Upcoming Years in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.axway.com/hybrid-integration/whats-ipaas:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031649.585449
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.axway.com: What is iPaaS?'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.axway.com:
    What is iPaaS? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.azurebrains.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A technical blog and community resource highlighting cloud-native application
    patterns, Kubernetes orchestration, and serverless compute frameworks. Offers
    targeted code reviews and reference architectures to simplify distributed cloud
    integrations.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Community
  - Blogs
  - Cloud-Native Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'azurebrains.com: Azurebrains'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.azurebrains.com/despliega-azure-function-terraform-azuredevops:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.938036
  review_metadata:
    original_url: https://blog.azurebrains.com/despliega-azure-function-terraform-azuredevops
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.938038'
  status: review_required
  v1_locations:
  - docs/azure.md
https://blog.baeke.info/2022/06/02/trying-out-draft-2-on-aks:
  addition_method: manual
  content_hash: 14c463ff8a68067856a25004c06bb2b0df9767e858aeb6c55b06cd1225057799
  description: ''
  health_score: 100.0
  last_checked: 1779030296.057626
  stars: 0
  status: online
  title: 'blog.baeke.info: Trying out Draft 2 on AKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://blog.baeke.info/2022/11/24/aks-workload-identity-revisited:
  addition_method: manual
  content_hash: 80ab8d6dbbba013035979cc96899f41e021402649e69a33632580ab3256e041b
  description: ''
  health_score: 100.0
  last_checked: 1779029169.675145
  stars: 0
  status: online
  title: '==blog.baeke.info: AKS Workload Identity Revisited=='
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://blog.balasundar.com/automate-git-operations-using-python:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031079.692671
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.balasundar.com: Automate Git Operations Using Python'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.balasundar.com:
    Automate Git Operations Using Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.balasundar.com/run-postman-collections-using-newman-and-python:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031099.094605
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.balasundar.com: Run Postman collections using Newman and Python'
  v1_locations:
  - docs/postman.md
  v2_locations:
  - postman.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.balasundar.com:
    Run Postman collections using Newman and Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.bandowski.eu/tools-that-should-be-used-in-every-kubernetes-cluster-38969ed3e603:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029939.41194
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.bandowski.eu: Tools that should be used in every Kubernetes cluster'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.bandowski.eu:
    Tools that should be used in every Kubernetes cluster' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.bigdataboutique.com/2021/07/tuning-elasticsearch-the-ideal-java-heap-size-2toq2j:
  addition_method: manual
  content_hash: 5d8dc2c9c23e5cedbdc0703b26605b8dfe93b10ae967e6b4c6881b5feb0bfa7b
  description: ''
  health_score: 100.0
  last_checked: 1779033419.465887
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.bigdataboutique.com: Tuning Elasticsearch: The Ideal Java Heap Size'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.bigdataboutique.com:
    Tuning Elasticsearch: The Ideal Java Heap Size in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.bitsrc.io/api-vs-microservices-are-you-using-2-terms-for-the-same-concept-b51f13f5974e:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Delves into the distinct definitions of API and Microservices, resolving
    architectural misconceptions about their equivalence. It highlights how APIs represent
    the functional contract, whereas microservices represent physical implementation
    and deployment isolation. Correctly distinguishing these concepts allows engineering
    teams to optimize API gateway layers independent of back-end microservice restructuring.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - Architecture Comparisons
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.bitsrc.io: API vs Microservices — Are you using 2 terms for the same
    concept?'
  addition_method: manual
  v2_locations:
  - api.md
https://blog.bitsrc.io/best-practices-for-writing-a-dockerfile-68893706c3:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details architectural recommendations for image creation pipelines.
    Teaches cache alignment, layer count reduction, ENTRYPOINT best practices, and
    standard build arg variables.
  language: N/A
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Containers
  - Build Optimization
  - Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.bitsrc.io: Best Practices for Writing a Dockerfile'
  addition_method: manual
  v2_locations:
  - docker.md
https://blog.bitsrc.io/ci-cd-best-practices-bca0ef665677:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Details essential strategies for optimizing continuous integration speed
    and reliability. Evaluates modular pipelines, build caching systems, parallelized
    test execution, and shift-left automated scanning.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "CI/CD Best Practices \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://blog.bitsrc.io/deep-dive-into-websockets-e6c4c7622423:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A deep-dive technical investigation into the underlying RFC 6455 WebSocket
    protocol. Discusses the initial HTTP upgrade handshake, state management, full-duplex
    TCP framing, and high-frequency stream performance.
  language: Agnostic
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - Real-Time
  - WebSockets
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'blog.bitsrc.io: Deep Dive into WebSockets'
  addition_method: manual
  v2_locations:
  - api.md
https://blog.bitsrc.io/google-chrome-experimental-features-for-developers-a9a7cc9d1b30:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores experimental diagnostic protocols, visual overrides, and command-palette
    functions hidden inside the DevTools application framework to streamline daily
    workflows.
  language: None
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Developer Workspace
  - Diagnostics & Debugging
  - Browser Developer Tools
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'blog.bitsrc.io: Google Chrome Hidden Features Every Developer Should Know'
  addition_method: manual
  v2_locations:
  - ChromeDevTools.md
https://blog.bitsrc.io/implementing-microservices-with-cqrs-2cecb0b09c66:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides a practical, code-driven guide to setting up CQRS in a multi-service
    Node.js or TypeScript application, explaining how read-replicas are kept synchronized
    using event messaging systems.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Implementation
  - CQRS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.bitsrc.io: Implementing a Microservices Application with CQRS (Command
    Query Responsibiltiy Segregation)'
  addition_method: manual
  v2_locations:
  - introduction.md
https://blog.bitsrc.io/not-all-microservices-need-to-be-rest-3-alternatives-to-the-classic-41cedbf1a907:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An architectural argument against REST-by-default setups. Assesses robust,
    modern alternatives like gRPC, GraphQL, and event-driven architectures to minimize
    latency and decouple microservices.
  language: Agnostic
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - Patterns
  - Comparison
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.bitsrc.io: Not All Microservices Need to Be REST — 3 Alternatives to
    the Classic'
  addition_method: manual
  v2_locations:
  - api.md
https://blog.bitsrc.io/why-microservices-should-use-event-sourcing-9755a54ebfb4:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An in-depth analysis advocating for Event Sourcing inside microservice
    frameworks. It details how recording every event state change enables historical
    auditability and decouples read queries from primary transaction engines via CQRS.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Patterns
  - Event Sourcing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.bitsrc.io: Why Microservices Should use Event Sourcing \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://blog.bitsrc.iogithub-actions-or-jenkins-making-the-right-choice-for-you-9ac774684c8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033921.467532
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.bitsrc.io: Github Actions or Jenkins? Making the Right Choice for You'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.bitsrc.io:
    Github Actions or Jenkins? Making the Right Choice for You in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.brujordet.no/post/homelab/using_custom_hardware_in_kubernetes:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Details how to configure Kubernetes to detect and consume custom hardware
    resources like GPUs, specialized USB controllers, and serial devices. Explains
    device plugin setups, node labels, and mounting pathways for host paths into targeted
    containers.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Bare-Metal Setup
  - Device Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.brujordet.no: Using custom hardware in kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.byte.builders/post/openshift-mongodb:
  addition_method: manual
  content_hash: 4bcce4ae8b0915607c565508ed17c7d5352086e21a44a81ac7c1d87ca7950c85
  description: ''
  health_score: 100.0
  last_checked: 1779032288.539053
  stars: 0
  status: online
  title: 'blog.byte.builders: Manage MongoDB in Openshift Using KubeDB'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.bytebytego.com/p/ep94-rest-api-cheatsheet:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: An architectural reference cheat sheet detailing REST API best practices.
    Covers correct resource mapping, status code patterns, authorization paradigms,
    error-payload formatting, sorting, filtering, and API pagination.
  language: Agnostic
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - REST
  - Design Principles
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'blog.bytebytego.com: EP94: REST API Cheatsheet'
  addition_method: manual
  v2_locations:
  - api.md
https://blog.chainguard.dev/cosign-verify-ecs:
  addition_method: manual
  content_hash: 83e7fc1ec4acd2accf2dce9d6ad6c895266066e49c15ee6381e396a6cc72269e
  description: ''
  health_score: 100.0
  last_checked: 1779032091.659332
  stars: 0
  status: online
  title: 'blog.chainguard.dev: How To Verify Cosigned Container Images In Amazon ECS'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://blog.christianposta.com/kubernetes/logging-into-a-kubernetes-cluster-with-kubectl:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A legacy-focused technical exploration explaining the login process
    flow through kubectl. This article breaks down the historical and contemporary
    mechanics of authentication helpers and tokens. Ideal for engineers seeking to
    demystify credential caching behaviors.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Access Control
  - kubectl Authentication
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: kubernetes login
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://blog.christianposta.com/microservices/do-i-need-an-api-gateway-if-i-have-a-service-mesh:
  description: ''
  year: '2018'
  stars: 4
  ai_summary: A seminal article detailing the functional boundary differences between
    API Gateways and Service Meshes. Christian Posta demonstrates how gateways excel
    at managing south-north public consumer interfaces (security, transformations,
    rate limiting), while service meshes optimize complex east-west backend telemetry.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Architecture
  - System Design
  - Microservices Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.christianposta.com: Do I Need an API Gateway if I Use a Service Mesh?'
  addition_method: manual
  v2_locations:
  - api.md
https://blog.christianposta.com/microservices/istio-as-an-example-of-when-not-to-do-microservices:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Critical architectural analysis reflecting on Istio's transition from
    an overly complex microservice-based control plane back to a monolithic single
    binary (Istiod). Essential lesson in pragmatic software engineering.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Service Mesh
  - Architecture
  - Microservices Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.christianposta.com: Istio as an Example of When Not to Do Microservices'
  addition_method: manual
  v2_locations:
  - istio.md
https://blog.christophetd.fr/shifting-cloud-security-left-scanning-infrastructure-as-code-for-security-issues:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This blog post details shifting cloud security left by scanning Infrastructure
    as Code (IaC) manifests prior to deployment. Highlights implementing tools like
    tfsec, Kube-score, and Hadolint to automatically identify misconfigurations in
    Terraform, Kubernetes, and Docker files.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Infrastructure as Code Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.christophetd.fr: Shifting Cloud Security Left — Scanning Infrastructure
    as Code for Security Issues'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://blog.cloud-mercato.com/aws-m6i-the-why-you-should-abandon-your-m5:
  description: ''
  addition_method: manual
  content_hash: a15f6556595ad7dae917c3f0ae80b585061fd2af4b2f5e44909ec2dffac80a65
  health_score: 100.0
  last_checked: 1779031333.972363
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2021'
  ai_summary: Compares AWS m6i instances to preceding m5 configurations, outlining
    performance benchmarks. Details compute and memory optimizations delivered by
    3rd Gen Intel Xeon Scalable processors at similar cost brackets.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Compute Optimization
  - EC2 Instances
  is_microservice: false
  title: 'blog.cloud-mercato.com: AWS m6i: The why you should abandon your m5'
https://blog.cloud-mercato.com/new-http-benchmark-tool-pycurlb:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Introduces pycurlb, a Python-based wrapper and benchmarking utility
    utilizing libcurl for low-overhead HTTP performance testing. Explores its use
    cases in testing microservice latency and raw throughput. Curator Insight: Quick
    functional introduction of a new pycurl tool. Live Grounding: Provides an alternative
    for developers seeking a highly customizable, scriptable curl execution engine
    for API baselining.'
  language: Python
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Performance Engineering
  - Testing
  - Benchmarking
  - HTTP Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.cloud-mercato.com: New HTTP benchmark tool **pycurlb**'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  - monitoring.md
https://blog.cloud63.fr/landing-zone-networking-using-terraform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes complex networking setups inside enterprise landing zones.
    Explains how to use Terraform to build hub-and-spoke configurations, manage ExpressRoute
    setups, and integrate centralized firewalls.
  language: HCL
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Azure
  - Networking
  - Landing Zone
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.cloud63.fr: Landing Zone networking using Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://blog.cloudacode.com/how-to-autoscale-kubernetes-pods-based-on-ingress-request-prometheus-keda-and-k6-84ae4250a9f3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029689.175312
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.cloudacode.com: How to Autoscale Kubernetes pods based on ingress request''
    — Prometheus, KEDA, and K6'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.cloudacode.com:
    How to Autoscale Kubernetes pods based on ingress request'' — Prometheus, KEDA,
    and K6 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.clouddrove.com/aws-eks-blue-green-deployment-with-best-practices-99be4b7baa38:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031185.976608
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.clouddrove.com: AWS EKS Blue/Green Deployment with Best Practices'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.clouddrove.com:
    AWS EKS Blue/Green Deployment with Best Practices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.cloudera.com/scalability-of-kafka-messaging-using-consumer-groups:
  addition_method: manual
  content_hash: 7bb8364f3489bbc3a2fbe534bda2709f846cb5751cdd208fc42acb056db1d604
  description: ''
  health_score: 100.0
  last_checked: 1779030882.818253
  stars: 0
  status: online
  title: 'blog.cloudera.com: Scalability of Kafka Messaging using Consumer Groups'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://blog.cloudflare.com/automatic-remediation-of-kubernetes-nodes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Case study of Cloudflare's automated node remediation system. Demonstrates
    how to write custom monitoring scripts to detect unresponsive nodes and execute
    safe pod drains and machine reboots to reduce manual maintenance shifts.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Self-Healing
  - Automation Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.cloudflare.com: Automatic Remediation of Kubernetes Nodes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.cloudflare.com/casb-anthropic-integration:
  addition_method: automatic
  ai_summary: Cloudflare has extended its Cloud Access Security Broker (CASB) to integrate
    natively with Anthropic's newly released Claude Compliance API. This integration
    allows enterprise security administrators to monitor user interactions, file uploads,
    and prompt histories in Claude Enterprise environments directly from the Cloudflare
    Zero Trust dashboard. By eliminating the need for endpoint agents, the platform
    offers out-of-band visibility to prevent sensitive data leakage while maintaining
    frictionless compliance with corporate governance standards.
  category: devsecops
  complexity: Intermediate
  content_hash: d04c700715cf994d85ca01be2795462b62603de2e5cb384d16ebc25f96d3a2cb
  description: Cloudflare extends its Cloud Access Security Broker (CASB) to integrate
    with Anthropic's Claude Compliance API, allowing out-of-band monitoring of Claude
    Enterprise activities.
  hierarchy:
  - Security > Cloud Access Security Broker > AI Application Governance
  is_microservice: false
  language: en
  last_checked: 1780353052.024452
  reputation_status: Vetted
  reputation_summary: N/A
  resource_type: article
  social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/5MViMEGtj28ko2psjCNDPL/c5103829f690bd5509357593d55445d8/BLOG-3313_OG.png
  source_provenance: RSS Feed (The Cloudflare Blog)
  stars: 4
  status: online
  suggested_new_category: N/A
  tags:
  - ENTERPRISE-STABLE
  - EMERGING
  title: Announcing Claude Compliance API support with Cloudflare CASB
  year: '2026'
https://blog.cloudflare.com/claude-managed-agents:
  addition_method: automatic
  ai_summary: Cloudflare has partnered with Anthropic to host Cloudflare Environments
    for Claude Managed Agents, providing a secure, sandboxed execution plane for autonomous
    workflows. Orchestrated by a Workers-based control plane, the system supports
    both full-state Linux containers (microVMs) and lightweight isolates using the
    Cloudflare Agents SDK. This architecture decouples the agent's 'brain' (running
    on Anthropic's platform) from its 'hands' (executing untrusted code, proxying
    egress with Zero-Trust credential injection, and accessing private VPC resources
    on Cloudflare).
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: e4f5222c249e5484de7a0a17f338dc489d67a6e83a1e69589d5078f34f60bd54
  description: Cloudflare introduces secure, scalable sandboxes for Claude Managed
    Agents, decoupling agent orchestration on Anthropic from secure code execution
    and tooling on Cloudflare.
  hierarchy:
  - AI Systems > Autonomous Agents > Secure Execution Sandboxes
  is_microservice: false
  language: en
  last_checked: 1780353052.024464
  reputation_status: Vetted
  reputation_summary: N/A
  resource_type: article
  social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/3GBib7OfVmhYlZN4Q7BzIu/f5fe02f2eaaecb1c5da9870bfe2c756d/Announcing_Claude_Managed_Agents_on_Cloudflare-OG.png
  source_provenance: RSS Feed (The Cloudflare Blog)
  stars: 4
  status: online
  suggested_new_category: N/A
  tags:
  - EMERGING
  - ENTERPRISE-STABLE
  title: Announcing Claude Managed Agents on Cloudflare
  year: '2026'
https://blog.cloudflare.com/cyber-frontier-models:
  addition_method: automatic
  ai_summary: As part of Project Glasswing, Cloudflare evaluated Anthropic's unreleased,
    security-tuned 'Mythos Preview' model across fifty production codebases. The assessment
    highlights Mythos's capability to orchestrate complex exploit chains by correlating
    multiple low-severity vulnerabilities, constructing and verifying its own Proof-of-Concept
    (PoC) code in real-time test sandboxes. The critical technical takeaway is that
    a raw model is insufficient; real-world efficacy depends heavily on the orchestration
    harness—a multi-stage pipeline designed for context injection, isolated execution,
    and systematic validation.
  category: devsecops
  complexity: Advanced
  content_hash: 6228ae88774e884a4148573d195ba13e45f44f1f9eb7a035167266bcf58b7edc
  description: Cloudflare shares insights from Project Glasswing, testing Anthropic's
    unreleased security-focused model 'Mythos Preview' to identify exploit chains
    and proof-of-concepts across 50+ repositories.
  hierarchy:
  - Security > Automated Vulnerability Discovery > LLM-Powered Pentesting Harnesses
  is_microservice: false
  language: en
  last_checked: 1780353052.024482
  reputation_status: Vetted
  reputation_summary: Highly discussed on Reddit r/artificial and Hacker News. Praised
    for demonstrating that model capability is a commodity and a structured execution
    harness is the true engineering differentiator for defensive penetration testing.
  resource_type: article
  social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/4ILuGDGHs7n6fbasZ54VOx/0dbf7f7099880643bb53eafceb695281/OG_Share_2024-2025-2026__35_.png
  source_provenance: RSS Feed (The Cloudflare Blog)
  stars: 4
  status: online
  suggested_new_category: N/A
  tags:
  - CASE STUDY
  - EMERGING
  title: 'Project Glasswing: what Mythos showed us'
  year: '2026'
https://blog.cloudflare.com/guest-blog-zero-trust-access-kubernetes:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An exploration detailing the security mechanics of wrapping Kubernetes
    API infrastructure within Cloudflare Zero Trust Tunnels, establishing end-to-end
    encrypted private topologies without dynamic ingress exposure.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes Security
  - Zero Trust
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.cloudflare.com: Guest Blog: k8s tunnels with Kudelski Security'
  addition_method: manual
  v2_locations:
  - cloudflare.md
https://blog.cloudflare.com/how-we-use-hashicorp-nomad:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Cloudflare's technical layout describing how they use HashiCorp Nomad
    and Consul to run massive global edge microservices. Validates the performance,
    resource-efficiency, and stability of Nomad under hyper-scale production loads.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - HashiCorp Nomad
  - Case Study
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.cloudflare.com: How we use HashiCorp Nomad (Cloudflare using Nomad
    and Consul)'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://blog.cloudflare.com/http-2-for-web-developers:
  addition_method: manual
  content_hash: 8f722b6dc18b363f17394b1f628326cab965a7b85108c84be777c13a3af9a05e
  description: ''
  health_score: 100.0
  last_checked: 1779030740.517327
  needs_ai_refresh: true
  stars: 0
  title: blog.cloudflare.com - HTTP/2 For Web Developers
  v1_locations:
  - docs/networking.md
  year: N/A
https://blog.cloudflare.com/iran-internet-partially-restored-may-2026:
  addition_method: automatic
  ai_summary: Using data from Cloudflare Radar, this analysis confirms a partial restoration
    of internet services in Iran after an extensive 87-day national shutdown. The
    report observes distinct traffic patterns, noting that while DNS queries and general
    network traffic have climbed, overall volume remains capped at roughly 40% of
    pre-shutdown levels. Key observations detail differences in routing policies and
    recovery behavior between IPv4 and IPv6 protocols, demonstrating the architectural
    impact of state-level network controls.
  category: aws-networking
  complexity: Intermediate
  content_hash: ddeda0d78b89248301c1ebfb9bb8ab8fb2aedf8dbc5f0f192e74758ca082505b
  description: Cloudflare Radar reports on the partial restoration of internet traffic
    and DNS queries in Iran following a three-month shutdown, detailing traffic trends
    and routing differences.
  hierarchy:
  - Networking > Global Routing > Internet Traffic Analysis
  is_microservice: false
  language: en
  last_checked: 1780353052.024435
  reputation_status: Vetted
  reputation_summary: N/A
  resource_type: article
  social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/4oMLpRezg56DfPDcDom7mY/c676e35995417a603362c899f4f9658f/Cloudflare_Radar_confirms_signals_of_a_partial_Internet_restoration_in_Iran-OG.png
  source_provenance: RSS Feed (The Cloudflare Blog)
  stars: 4
  status: online
  suggested_new_category: N/A
  tags:
  - CASE STUDY
  title: Iran's Internet is partially restored, Cloudflare Radar data shows
  year: '2026'
https://blog.cloudflare.com/moving-k8s-communication-to-grpc:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An insightful case study detailing Cloudflare's transition of internal
    microservices and Kubernetes cluster control-plane communications from traditional
    REST/JSON endpoints to high-performance gRPC over HTTP/2. Live Grounding shows
    that adopting gRPC significantly reduces CPU utilization and network latency across
    high-throughput distributed architectures.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Performance & Tuning
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.cloudflare.com: Moving k8s communication to gRPC'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://blog.cloudflare.com/network-performance-update-full-stack-week:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Cloudflare analysis outlining modern performance updates and the architectural
    advantages of edge-native isolation models over classic virtual-machine setups
    for high-throughput globally distributed applications.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Edge Network
  - Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.cloudflare.com: Network Performance Update: Full Stack Week'
  addition_method: manual
  v2_locations:
  - cloudflare.md
https://blog.cloudflare.com/optimizing-core-unit-boot-time:
  addition_method: automatic
  ai_summary: This technical post explores how Cloudflare diagnosed and optimized
    a critical UEFI-stage boot bottleneck affecting their Gen12 bare-metal fleet of
    nearly 2,000 servers. Engineers traced the multi-hour reboot delays to an unoptimized
    linear search through empty network boot interfaces triggered after routine firmware
    updates. The resolution involved explicit PXE network boot sequence declarations,
    custom UEFI configuration validation steps using a stateful `uefi-same-hex` boolean
    flag, and iPXE automation that brought reboots down from hours to minutes.
  category: sre
  complexity: Advanced
  content_hash: 32d8c00bbca03c66dab602fccd4b9291d71775888edb211a7e55e8cc1355ed89
  description: Cloudflare outlines how they debugged and resolved UEFI firmware boot
    bottlenecks on their Gen12 core bare-metal servers, reducing boot times from four
    hours to under a minute.
  hierarchy:
  - Infrastructure > Bare Metal > UEFI Firmware and PXE Boot Optimization
  is_microservice: false
  language: en
  last_checked: 1780353052.024405
  reputation_status: Vetted
  reputation_summary: N/A
  resource_type: article
  social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/2sNWgFFJRChSJRDf86w7Sk/17c01739d21d896363b098a4c0c47967/BLOG-3108_OG.png
  source_provenance: RSS Feed (The Cloudflare Blog)
  stars: 4
  status: online
  suggested_new_category: N/A
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  title: How we reduced core unit boot time from hours to minutes
  year: '2026'
https://blog.cloudflare.com/our-unified-data-platform:
  addition_method: automatic
  ai_summary: Cloudflare addresses corporate data sprawl by engineering Town Lake,
    a centralized data platform that unifies access to disparate ClickHouse clusters,
    Kafka streams, R2 buckets, and PostgreSQL instances. On top of this single SQL
    interface, they implemented Skipper, an LLM-powered natural language database
    agent that allows teams to perform complex, auditable ad-hoc queries. This architecture
    significantly improves developer productivity, reduces cross-organizational data
    silos, and avoids the cost of querying raw sampled data logs.
  category: aws-databases
  complexity: Advanced
  content_hash: 77138477f410121e0316580f62a5f8b8ba09e72e24ffbdf97d0cb585567d46e7
  description: Cloudflare introduces Town Lake, their in-house unified data platform
    featuring a single SQL interface, and Skipper, an AI agent enabling natural language
    queries over metadata, ClickHouse, and R2 logs.
  hierarchy:
  - Data Engineering > Data Lakehouse > Unified SQL Query Interfaces
  is_microservice: false
  language: en
  last_checked: 1780353052.024421
  reputation_status: Vetted
  reputation_summary: N/A
  resource_type: article
  social_preview_url: https://cf-assets.www.cloudflare.com/zkvhlag99gkb/6TH1tmcxAA3gDCsdXcnqSl/8c8b1ca2b9b83459d6f54025f5f8c1eb/OG_Share_2024-2025-2026__36_.png
  source_provenance: RSS Feed (The Cloudflare Blog)
  stars: 4
  status: online
  suggested_new_category: N/A
  tags:
  - CASE STUDY
  - EMERGING
  title: How we built Cloudflare's data platform and an AI agent on top of it
  year: '2026'
https://blog.cloudflare.com/tools-for-debugging-testing-and-using-http-2:
  addition_method: manual
  content_hash: af01f89af517a2b38c3e009fc990713cf9f30c915752e06972bc47f8271e17f5
  description: ''
  health_score: 100.0
  last_checked: 1779029379.016448
  needs_ai_refresh: true
  stars: 0
  title: blog.cloudflare.com - Tools for debugging, testing and using HTTP/2
  v1_locations:
  - docs/networking.md
  year: N/A
https://blog.cloudflare.com/zero-trust-private-networking-rules:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Architectural documentation for defining identity-aware, Zero Trust
    private network topologies in Cloudflare. Explains granular permission structures
    to govern internal database and API access paths.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Zero Trust
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.cloudflare.com: Zero Trust Private Networking Rules'
  addition_method: manual
  v2_locations:
  - cloudflare.md
https://blog.cloudgeni.ai/the-definitive-guide-to-importing-your-cloud-resources-into-iac:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A detailed technical review addressing drift reconciliation when converting
    untracked click-ops clouds into declarative state files. Reviews native state
    import commands and toolkits that automate resource generation.
  language: None
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Migration Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: The Definitive Guide to Importing Your Cloud Resources into IaC
  addition_method: manual
  v2_locations:
  - terraform.md
  - iac.md
https://blog.cloudneutral.se/running-cockroachdb-tpc-c-benchmark-on-gke:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030034.788685
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.cloudneutral.se: Running CockroachDB TPC-C benchmark on GKE'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.cloudneutral.se:
    Running CockroachDB TPC-C benchmark on GKE in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.cloudnloud.com/kubernetes-volume:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031564.555658
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.cloudnloud.com: Kubernetes Volume'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.cloudnloud.com:
    Kubernetes Volume in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.cloudsecque.com/how-to-improve-the-security-of-your-applications-with-kubernetes-security-scanners-cda97fd2f574:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030367.158428
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==blog.cloudsecque.com: How to Improve the Security of Your Applications''
    with Kubernetes Security Scanners=='
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==blog.cloudsecque.com:
    How to Improve the Security of Your Applications'' with Kubernetes Security Scanners==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.cloudsigma.com/kubernetes-dns-service-a-beginners-guide:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This reference details the mechanics of Kubernetes cluster DNS architectures.
    It contrasts legacy kube-dns limitations with CoreDNS performance, explaining
    service discovery configurations, search paths, and DNS forwarding profiles essential
    for microservice visibility.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Networking
  - Core Services
  - DNS
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'blog.cloudsigma.com: Kubernetes DNS Service: A Beginner’s Guide'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://blog.cloudtrooper.net/2022/11/14/overlapping-ip-addresses-in-a-hub-and-spoke-network-feat-avnm-ars:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An in-depth network engineering analysis on resolving overlapping IP
    addresses in enterprise hub-and-spoke topologies. Evaluates the integration of
    Azure Virtual Network Manager (AVNM) and Azure Route Server (ARS) to resolve complex
    routing conflicts. Addresses dynamic NAT policies, route propagation metrics,
    and route-filtering mechanisms.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Hybrid Networking
  - Virtual WAN
  - IP Routing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.cloudtrooper.net: Overlapping IP addresses in a hub-and-spoke network
    (feat. AVNM & ARS)'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.cloudtrooper.net/2023/02/06/virtual-network-gateways-routing-in-azure:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Deep-dive analysis exploring BGP routing, path selection, and priority
    mechanics inside Azure Virtual Network Gateways. Investigates routing behavior
    during hybrid ExpressRoute and VPN gateway co-existence scenarios, detailing path
    asymmetric routing and failover performance.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Hybrid Networking
  - Core Networking
  - Virtual WAN
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.cloudtrooper.net: Virtual Network Gateways routing in Azure'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.cloudtrooper.net/2023/06/08/deploy-azure-network-as-code-as-a-champ:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Evaluates production architectures for deploying Network-as-Code (NaC)
    in Azure using modular frameworks. Discusses the trade-offs of handling complex
    Hub-Spoke topologies, routing tables, and security boundaries programmatically
    rather than imperatively.
  language: Bicep
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Network Architecture
  - Network-as-Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.cloudtrooper.net: Deploy (Azure) Network-as-Code as a champ'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.cloudtrooper.net/2023/08/19/dry-terraform-code-for-private-link-and-dns:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explains advanced Terraform strategies to achieve highly reusable (DRY)
    code when managing Azure Private Link and private DNS assets. Demonstrates nested
    loops, dynamic map inputs, and structural decoupling to keep complex enterprise
    networking files clean and maintainable.
  language: HCL
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Azure
  - Networking
  - IaC
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.cloudtrooper.net: DRY Terraform code for Private Link and DNS'
  addition_method: manual
  v2_locations:
  - terraform.md
https://blog.cloudtrooper.net/2024/01/23/azure-network-monitoring-with-synthetic-traffic:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A network engineering guide focused on orchestrating synthetic traffic
    generation within private Azure subnets. Demonstrates how to proactively measure
    packet loss, network latency, and throughput jitter across multi-region ExpressRoute
    paths, identifying WAN bottlenecking issues before they impact live production
    workloads.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Hybrid Networking
  - Core Networking
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.cloudtrooper.net: Azure network monitoring with synthetic traffic'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.cloudtrooper.net/2025/02/17/private-link-reality-bites-service-endpoints-vs-private-link:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: 'A deep-dive comparison of Azure Service Endpoints versus Private Link.
    The author details critical architectural trade-offs: while Service Endpoints
    are simple to configure and leverage public IPs, Private Link allocates private
    endpoints within your virtual network, enhancing the security posture of microservice
    deployments by blocking data exfiltration channels, albeit with increased cost
    and complexity.'
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Azure Networking
  - Private Access
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Private Link Reality Bites: Service Endpoints vs Private Link'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.cloudtrooper.net/2025/02/28/application-gateway-for-containers-a-not-so-gentle-intro-1:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: An introductory architecture guide covering the capabilities of Azure's
    modern Application Gateway for Containers (AGC). Illustrates how it integrates
    natively via Gateway API parameters to deliver low-latency application routing.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Azure Application Gateway
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Introduction to Azure Application Gateway for Containers (AGC)
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
  - azure.md
https://blog.cloudtrooper.net/2025/04/02/application-gateway-for-containers-a-not-so-gentle-intro-4:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: A deep-dive technical investigation of Azure's next-generation Application
    Gateway for Containers (AGC) running atop AKS Overlay Networking. Details the
    setup, logging mechanics, and network telemetry capture.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Azure Application Gateway
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Application Gateway for Containers with AKS Overlay Networking and VNet Flow
    Logs
  addition_method: manual
  v2_locations:
  - servicemesh.md
  - azure.md
https://blog.cloudtrooper.net/2025/11/21/application-gateway-for-containers-istio-integration:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: An advanced architectural post demonstrating how Azure Application Gateway
    for Containers (AGC) integrates with Istio Service Mesh via Kubernetes Gateway
    API. It details how edge traffic routing seamlessly hands off to internal mesh
    proxy sidecars while preserving end-to-end mTLS and header-based routing. This
    integration is critical for high-security microservices topologies demanding zero-trust
    communication.
  language: Go / YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native & Kubernetes
  - Networking & Edge Routing
  - Gateway API
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'Application Gateway for Containers: Istio Integration'
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - azure.md
https://blog.cloudtrooper.net/2026/01/16/which-azure-network-is-cheaper:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This cost-analysis guide scrutinizes the pricing structures of Azure
    networking patterns, contrasting VNet Peering, Private Link, Virtual WAN, and
    ExpressRoute. It provides system architects with actionable formulas to optimize
    egress and internal data transfer fees, which are critical for high-throughput,
    multi-region distributed microservices.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Azure Networking
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Which Azure Network is Cheaper?
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.cloudyali.io/absolute-minimum-every-developer-must-know-about-aws-security:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033772.771236
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.cloudyali.io: The Absolute minimum every developer must know about''
    AWS security!'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.cloudyali.io:
    The Absolute minimum every developer must know about'' AWS security! in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.codecentric.de/en/2021/03/github-actions-nextgen-cicd:
  addition_method: manual
  content_hash: 189e0bee6485a9787eee65a60624bca6517c0370776ebb066fef0cccc25c9941
  description: ''
  health_score: 100.0
  last_checked: 1779030444.977192
  stars: 0
  status: online
  title: 'blog.codecentric.de: Stop re-writing pipelines! Why GitHub Actions drive''
    the future of CI/CD'
  v1_locations:
  - docs/git.md
  year: N/A
https://blog.codefx.org/java/java-11-migration-guide:
  addition_method: manual
  content_hash: 489cb940c9976b6c1ed035eded2eca42dea540b58b854f2766d65ff5f65e60c6
  description: ''
  health_score: 100.0
  last_checked: 1779032920.985325
  stars: 0
  status: online
  title: All You Need To Know For Migrating To Java 11
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://blog.coderco.io/p/tcp-fundamentals-for-software-and:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep engineering dive analyzing TCP transmission mechanics, window
    scaling options, handshake models, socket connection limits, and congestion avoidance
    algorithms required to tune high-throughput software backends.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Computer Networking & IPAM
  - Protocols
  - TCP/IP
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.coderco.io: TCP Fundamentals for Software & DevOps Engineers: Building
    a Strong Foundation in Networking'
  addition_method: manual
  v2_locations:
  - networking.md
https://blog.coderco.io/p/terraform-best-practices-series-lessons:
  description: '- [blog.coderco.io: Terraform Best Practices Series - Lessons from
    the Battlefield: Part 2](https://blog.coderco.io/p/terraform-best-practices-series-lessons-0cd)'
  year: '2023'
  stars: 0
  ai_summary: A two-part real-world post-mortem analysis exploring system breakdowns
    when operating large IaC topologies. Details technical remediation steps for corrupted
    states, uncoordinated dynamic lock releases, and scaling boundary patterns for
    high-frequency microservice backbones.
  language: None
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Best Practices
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.coderco.io: Terraform Best Practices Series - Lessons from the Battlefield:
    Part 1'
  addition_method: manual
  v2_locations:
  - terraform.md
https://blog.coderco.io/p/terraform-best-practices-series-lessons-0cd:
  addition_method: manual
  content_hash: 42c81113796cdbe211c8e1074b753caba0820e7710fed6041cfdd318c6e4ec1f
  description: ''
  health_score: 100.0
  last_checked: 1779029482.69566
  needs_ai_refresh: true
  stars: 0
  title: 'blog.coderco.io: Terraform Best Practices Series - Lessons from the Battlefield:''
    Part 2'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://blog.codeswiftr.com/kubernetes-in-azure-a-step-by-step-guide-to-setting-up-a-production-ready-cluster-7336f78d5f7:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030854.331854
  v1_locations:
  - docs/terraform.md
https://blog.codeswiftr.com/kubernetes-in-azure-part-2-basic-deployment-to-aks-and-https-setup-112d43e979cb:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030589.30497
  v1_locations:
  - docs/terraform.md
https://blog.coffeeapplied.com/securing-aks-in-peered-virtual-networks-using-only-network-security-groups-nsgs-c43d6a215f32:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates locking down traffic inside peered Azure virtual networks
    utilizing Network Security Groups (NSGs) exclusively. Shows how to avoid routing
    complexity and high firewall transit charges in multi-tenant hub-and-spoke virtual
    environments.
  language: Bash/ARM
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Network Security
  - VNet Peering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.coffeeapplied.com: Securing AKS in peered virtual networks using only
    network security groups (NSGs)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://blog.container-solutions.com/7-cloud-native-trends-to-watch-in-2020:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Offers retrospective insight into cloud-native dynamics, analyzing service
    mesh scaling, security instrumentation, and multi-tenant architectures. It serves
    as a marker for how enterprise patterns have settled over the years.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Ecosystem Trends
  - Historical Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.container-solutions.com: 7 Cloud Native Trends to Watch in 2020'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.container-solutions.com/comparing-chaos-engineering-tools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comparison evaluating Litmus, Chaos Mesh, and Gremlin for Kubernetes
    workloads. Analyzes installation paths, custom resource capabilities, visual dashboards,
    access safety mechanisms, and cost factors to help enterprise teams select the
    right toolkit.
  language: English
  resource_type: Comparative Review
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Curated Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.container-solutions.com: Comparing Chaos Engineering Tools for Kubernetes
    Workloads'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://blog.container-solutions.com/deployment-strategies:
  description: "- It really depends on the needs and budget. When releasing to development/staging
    environments, a recreate or ramped deployment is usually a good choice. When it
    comes to production, a ramped or blue/green deployment is usually a good fit,
    but proper testing of the new platform is necessary.\n    - Blue/green and shadow
    strategies have more impact on the budget as it requires double resource capacity.
    If the application lacks in tests or if there is little confidence about the impact/stability
    of the software, then a canary, a/b testing or shadow release can be used. If
    your business requires testing of a new feature amongst a specific pool of users
    that can be filtered depending on some parameters like geolocation, language,
    operating system or browser features, then you may want to use the a/b testing
    technique.\n    - Last but not least, a shadow release is complex and requires
    extra work to mock egress traffic which is mandatory when calling external dependencies
    with mutable actions (email, bank, etc.). However, this technique can be useful
    when migrating to a new database technology and use shadow traffic to monitor
    system performance under load."
  year: '2023'
  stars: 0
  ai_summary: 'In-depth guide comparing core deployment topologies: recreate, rolling
    update, blue/green, canary, and shadow. Focuses on the trade-offs of budget, state
    management, infrastructure replication overhead, and traffic routing mechanisms.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - Deployment Strategies
  - Blue-Green & Canary
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.container-solutions.com: Deployment Strategies \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://blog.container-solutions.com/fluxcd-argocd-jenkins-x-gitops-tools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compares design architectures of FluxCD, ArgoCD, and Jenkins X. Contrasts
    Flux's minimal controller-native footprints with ArgoCD's feature-rich enterprise
    dashboard and Jenkins X's opinionated, complete CI/CD environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.container-solutions.com: FluxCD, ArgoCD or Jenkins X: Which Is the
    Right GitOps Tool for You? \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://blog.container-solutions.com/fluxcd-argocd-or-jenkins-x-which-is-the-right-gitops-tool-for-you:
  addition_method: manual
  content_hash: a7eebe2f710f8ff790580c3a3866a0ac01578e1b845bc3241dec7c0dde27157d
  description: ''
  health_score: 100.0
  last_checked: 1779032000.172109
  stars: 0
  status: online
  title: 'FluxCD, ArgoCD or Jenkins X: Which Is the Right GitOps Tool for You?'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://blog.container-solutions.com/gitops-limitations:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An objective critique of GitOps limitations, exposing pain points like
    secret management, repo explosion, and state drift during rapid rollbacks. Highlighting
    live production trade-offs, it guides architects on where GitOps struggles compared
    to traditional imperative orchestrations.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Architecture
  - Anti-Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.container-solutions.com: GitOps: The Bad and the Ugly'
  addition_method: manual
  v2_locations:
  - gitops.md
https://blog.container-solutions.com/gitops-the-bad-and-the-ugly:
  addition_method: manual
  content_hash: dad49eea9a9e4347ae15f0a92c06a55dffd389175b3728fb79cfc6da9eeb5027
  description: ''
  health_score: 100.0
  last_checked: 1779030554.314891
  stars: 0
  status: online
  title: 'container-solutions.com: GitOps: The Bad and the Ugly'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://blog.container-solutions.com/how-mature-is-your-microservices-architecture:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Establishes a systematic maturity assessment framework for microservice
    architectures. Evaluates technical implementation levels across continuous deployment
    pipelines, automated system testing, distributed observability, configuration
    injection, and organizational alignment.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Software Architecture
  - Microservices
  - Maturity Models
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "blog.container-solutions.com: How Mature Is Your Microservices Architecture?
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://blog.container-solutions.com/kubernetes-operators-explained:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An foundational architectural guide explaining the design of the Kubernetes
    Operator pattern. It covers the core mechanics of custom controllers, the reconciliation
    loop, and CRDs, codifying operational knowledge into software.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Resources
  - Education
  - Concepts
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'container-solutions.com: Kubernetes Operators Explained'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://blog.container-solutions.com/the-birth-of-the-external-secrets-community:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An insightful historical retrospective on the consolidation of fragmented
    Kubernetes secrets solutions. Traces the collaborative community migration from
    proprietary GoDaddy and Container Solutions utilities to the unified, CNCF-incubated
    External Secrets Operator (ESO).
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Open Source Evolution
  - External Secrets Community
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.container-solutions.com: The Birth of the External Secrets Community'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://blog.container-solutions.com/why-adopt-gitops:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Presents key reasons for adopting GitOps, focusing on deployment reliability,
    audit compliance, developer velocity, and cluster disaster recovery. It translates
    complex technical capabilities into clear business metrics like release frequency
    and overall uptime. This helps engineering leaders justify platform modernization
    efforts.
  language: None
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - Business Value
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.container-solutions.com: 11 Reasons for Adopting GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://blog.couchbase.com/2016/january/nosql-in-the-perspective-of-industry-leaders:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031385.004762
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.couchbase.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.couchbase.com/2016/july/docker-for-aws-getting-started-scaling-nodes:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033296.034776
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-containers.md
  v2_locations:
  - aws-containers.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.couchbase.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.couchbase.com/how-to-build-observability-dashboards-prometheus-grafana-couchbase:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032134.619808
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.couchbase.com: How to Build Observability Dashboards with Prometheus,''
    Grafana & Couchbase'
  v1_locations:
  - docs/nosql.md
  - docs/prometheus.md
  v2_locations:
  - nosql.md
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.couchbase.com:
    How to Build Observability Dashboards with Prometheus,'' Grafana & Couchbase in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.couchbase.com/microservices-architecture-in-couchbase:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030934.397055
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.couchbase.com: 4 Patterns for Microservices Architecture in Couchbase'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.couchbase.com:
    4 Patterns for Microservices Architecture in Couchbase in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.crossplane.io/crossplane-openshift-operator-cloud-native-services:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Documents the operational integration of Crossplane as a certified Red
    Hat OpenShift Operator. It highlights how Enterprise Platform Engineers can leverage
    OpenShift's native RBAC, security context constraints, and Operator Lifecycle
    Manager (OLM) to safely orchestrate multi-cloud infrastructure directly from Red
    Hat deployments, enabling compliant developer self-service.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Control Planes
  - Crossplane
  - RedHat OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Crossplane as an OpenShift Operator to manage and provision cloud-native
    services
  addition_method: manual
  v2_locations:
  - crossplane.md
https://blog.crunchydata.com/blog/a-postgres-primer-for-oracle-dbas:
  addition_method: manual
  content_hash: b1ef4c88fbbfd07dcf8edcae70a2e2d84ec29ae5bd86e7fdc84b0cc7b54b4758
  description: ''
  health_score: 100.0
  last_checked: 1779032421.268292
  stars: 0
  status: online
  title: '==blog.crunchydata.com: A Postgres Primer for Oracle DBAs=='
  v1_locations:
  - docs/databases.md
  year: N/A
https://blog.crunchydata.com/blog/active-active-postgres-federation-on-kubernetes:
  addition_method: manual
  content_hash: c591ab92e180b89d8cfdff37064b76dd98c08767b8d4b77cace072979ab7f502
  description: ''
  health_score: 100.0
  last_checked: 1779029132.900376
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Active-Active PostgreSQL Federation on Kubernetes'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/announcing-google-cloud-storage-gcs-support-for-pgbackrest:
  addition_method: manual
  content_hash: 5f71d1f79345c35215d7aa29ff70635244b95b0277e654506ecd17515e07b877
  description: ''
  health_score: 100.0
  last_checked: 1779030932.030606
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Announcing Google Cloud Storage (GCS) Support for''
    pgBackRest'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/announcing-postgres-container-apps-easy-deploy-postgres-apps:
  addition_method: manual
  content_hash: 87ce4ff02ab69141783924cbc4ba6c48c05d7d67261570d0d8f5f326123ef58f
  description: ''
  health_score: 100.0
  last_checked: 1779032105.965893
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Announcing Postgres Container Apps: Easy Deploy Postgres''
    Apps'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/crunchy-postgres-operator-4.6.0:
  addition_method: manual
  content_hash: a7e83515c52fb8f8b9baaa1d01a92926eadd5ba0d9ec925362a1cd6f9d37131f
  description: ''
  health_score: 100.0
  last_checked: 1779030685.228323
  stars: 0
  status: online
  title: "blog.crunchydata.com: Crunchy Postgres Operator 4.6.0 \U0001F31F"
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/d-meta:
  addition_method: manual
  content_hash: c414022c133096a2344c462863251c460a898aabadbc9a4aeea0b1e0cf928cb2
  description: ''
  health_score: 100.0
  last_checked: 1779030966.160751
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Quickly Document Your Postgres Database Using psql''
    Meta-Commands'
  v1_locations:
  - docs/databases.md
  year: N/A
https://blog.crunchydata.com/blog/generating-json-directly-from-postgres:
  addition_method: manual
  content_hash: 2de7a79f26cf16a62177787f96514089a2634481a175791154994f03756fd2e7
  description: ''
  health_score: 100.0
  last_checked: 1779033906.496328
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Cut Out the Middle Tier: Generating JSON Directly''
    from Postgres'
  v1_locations:
  - docs/databases.md
  year: N/A
https://blog.crunchydata.com/blog/gitops-postgres-kubernetes-helm:
  addition_method: manual
  content_hash: 54a9d7674643cbd71739b364a39b2d0f38516df00f0d4cd06ed29fcd90ca253c
  description: ''
  health_score: 100.0
  last_checked: 1779032167.103294
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Helm, GitOps and the Postgres Operator'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/kube-cluster-from-scratch-on-rocky-8:
  addition_method: manual
  content_hash: e106e0c141a7df7b9142c7f704cce26ba2fceea04a6c6905fbb456a39cd794b6
  description: ''
  health_score: 100.0
  last_checked: 1779032455.561821
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Kubernetes + Postgres Cluster From Scratch on Rocky''
    8'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/kubernetes-pod-tolerations-and-postgresql-deployment-strategies:
  addition_method: manual
  content_hash: baf33b882e766907f5e9b188bb9cf504f4f97f158db74cec5355733ebd415c81
  description: ''
  health_score: 100.0
  last_checked: 1779030119.387165
  stars: 0
  status: online
  title: "blog.crunchydata.com: Kubernetes Pod Tolerations and Postgres Deployment'
    Strategies \U0001F31F"
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/message-queuing-using-native-postgresql:
  addition_method: manual
  content_hash: 619b139e521a691eaed8994004a45a0368e3465e1d3e5c04492eb41022aaf42b
  description: ''
  health_score: 100.0
  last_checked: 1779030438.717626
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Devious SQL: Message Queuing Using Native PostgreSQL'
  v1_locations:
  - docs/databases.md
  year: N/A
https://blog.crunchydata.com/blog/multi-kubernetes-cluster-postgresql-deployments:
  addition_method: manual
  content_hash: 3144488cb755c52229031d06800ae8f5461ffc5f54e9f4ca8d19bf177e28a199
  description: ''
  health_score: 100.0
  last_checked: 1779030091.353197
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Multi-Kubernetes Cluster PostgreSQL Deployments'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/pgbackrest-point-in-time-recovery-using-crunchy-postgresql-operator:
  addition_method: manual
  content_hash: acb1a24a36c4730a39bb1281d2cb4e8adcbc00c31d7aecafd610c02068d524b3
  description: ''
  health_score: 100.0
  last_checked: 1779034484.673143
  stars: 0
  status: online
  title: 'blog.crunchydata.com: pgBackRest Point-In-Time Recovery Using Crunchy PostgreSQL''
    Operator'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/postgres-indexes-for-newbies:
  addition_method: manual
  content_hash: 8558fd1382c91b73d82087afe59ec9cf3540c84c33ae879ab90284c04f3ea362
  description: ''
  health_score: 100.0
  last_checked: 1779032296.896427
  stars: 0
  status: online
  title: '==blog.crunchydata.com: Postgres Indexes for Newbies=='
  v1_locations:
  - docs/databases.md
  year: N/A
https://blog.crunchydata.com/blog/postgresql-14-on-kubernetes:
  addition_method: manual
  content_hash: aa3098126aaade9a1912d4daf3dedbd75aae5ba8203f50f7ea7d444f48bda6c6
  description: ''
  health_score: 100.0
  last_checked: 1779031755.590418
  stars: 0
  status: online
  title: '==blog.crunchydata.com: PostgreSQL 14 on Kubernetes (with examples!)=='
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/resize-postgres-kubernetes-volume-instance-sets:
  addition_method: manual
  content_hash: cf5623b6a7f57cddd8abcdec4aa96b5194624c3f12fbe12c935a0959e6662883
  description: ''
  health_score: 100.0
  last_checked: 1779032368.796188
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Can''t Resize your Postgres Kubernetes Volume? No''
    Problem!'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/set-up-tls-for-postgresql-in-kubernetes:
  addition_method: manual
  content_hash: 4c81d759080bf0cc90747cded5de918855698d974a361aac231710d88635f33d
  description: ''
  health_score: 100.0
  last_checked: 1779030529.172642
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Deploy PostgreSQL With TLS in Kubernetes'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/setup-postgresql-monitoring-in-kubernetes:
  addition_method: manual
  content_hash: 0ad72f5674ee2be654781a9a2e11791f8b3e0235cc7a4c4754e401b2baffbc3b
  description: ''
  health_score: 100.0
  last_checked: 1779032340.116606
  stars: 0
  status: online
  title: 'blog.crunchydata.com: How to Setup PostgreSQL Monitoring in Kubernetes'
  v1_locations:
  - docs/databases.md
  year: N/A
https://blog.crunchydata.com/blog/tentative-smarter-query-optimization-in-postgres-starts-with-pg_stat_statements:
  addition_method: manual
  content_hash: f4935c64c03291395d95b724ea8b0fd0c7d39d029c7e15bbe115804f96324983
  description: ''
  health_score: 100.0
  last_checked: 1779030883.029479
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Query Optimization in Postgres with pg_stat_statements'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/using-cert-manager-to-deploy-tls-for-postgres-on-kubernetes:
  addition_method: manual
  content_hash: cae0f4f9e6a01905d0490400023699385593a1d823378294f7b14f72d2ef6af5
  description: ''
  health_score: 100.0
  last_checked: 1779032388.497478
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Using Cert Manager to Deploy TLS for Postgres on Kubernetes'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/blog/using-kubernetes-chances-are-you-need-a-database:
  addition_method: manual
  content_hash: d7eca609c6f53c2cf226b5e7706ec41587be03c4f4c3440d3e0a20bbdc16d961
  description: ''
  health_score: 100.0
  last_checked: 1779032524.808067
  stars: 0
  status: online
  title: "blog.crunchydata.com: Using Kubernetes? Chances Are You Need a Database'
    \U0001F31F"
  v1_locations:
  - docs/databases.md
  year: N/A
https://blog.crunchydata.com/blog/your-guide-to-connection-management-in-postgres:
  addition_method: manual
  content_hash: 2e7aaf19c49e71a035774a9df6cb70569213069558b408ca1d98921d52f1fc92
  description: ''
  health_score: 100.0
  last_checked: 1779034349.775188
  stars: 0
  status: online
  title: "blog.crunchydata.com: Your Guide to Connection Management in Postgres \U0001F31F"
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.crunchydata.com/news/next-generation-crunchy-postgres-for-kubernetes-released:
  addition_method: manual
  content_hash: 49a3434ea2bf007170f19c52f99123dd63f410aeb19d66b55da41f6fe8e72b01
  description: ''
  health_score: 100.0
  last_checked: 1779031215.970224
  stars: 0
  status: online
  title: 'blog.crunchydata.com: Next Generation Crunchy Postgres for Kubernetes 5.0''
    Released'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.csanchez.org/2021/06/15/serverless-jenkins-pipelines-with-google-cloud-run:
  description: "1. Jobs execute in Cloud Run (fast, scalable, pay per use compute)\n
    \   2. Ships as a container (extensible)\n    3. Posts cat pics (amazing)"
  year: '2021'
  stars: 0
  ai_summary: Demonstrates how to run scale-to-zero, serverless Jenkins pipelines
    executing build pods on Google Cloud Run. This approach eliminates master runtime
    overheads by wrapping job logic in highly portable container environments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Serverless Pipelines
  - Google Cloud Run
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.csanchez.org: Serverless Jenkins Pipelines with Google Cloud Run'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://blog.cyble.com/2022/06/27/exposed-kubernetes-clusters:
  addition_method: manual
  content_hash: c8e385b924674c3249a64dc341fe5bfca5c3df7f72e295c8d8bfc101fcf25376
  description: ''
  health_score: 100.0
  last_checked: 1779034566.212964
  stars: 0
  status: online
  title: 'blog.cyble.com: Exposed Kubernetes Clusters'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://blog.datumo.io/setting-up-kafka-on-kubernetes-an-easy-way-26ae150b9ca8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029952.262963
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.datumo.io: Setting up Kafka on Kubernetes - an easy way'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.datumo.io:
    Setting up Kafka on Kubernetes - an easy way in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.davesdomain.co.uk/posts/azure-rbac-constrained-delegation:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Technical review of Azure Role-Based Access Control (RBAC) constrained
    delegation patterns. Analyzes authorization mechanics designed to limit permissions
    granted to administrative and service identities. Reduces operational privilege
    escalation risks by establishing boundaries on what automated agents can provision.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - Identity Governance
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.davesdomain.co.uk: A look at Azure RBAC Constrained Delegation'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.dbi-services.com/deploying-postgresql-in-minishiftopenshift:
  addition_method: manual
  content_hash: cdb88ede1470b0373935547add7d5376331fcd61c375baac43f570d6f683e391
  description: ''
  health_score: 100.0
  last_checked: 1779030388.066412
  stars: 0
  status: online
  title: Deploying PostgreSQL in MiniShift/OpenShift 3
  v1_locations:
  - docs/demos.md
  year: N/A
https://blog.deckhouse.io/how-we-enjoyed-upgrading-a-bunch-of-kubernetes-clusters-from-v1-16-to-v1-19-7d664624b2c1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034499.725041
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.deckhouse.io: How we enjoyed upgrading a bunch of Kubernetes clusters''
    from v1.16 to v1.19'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.deckhouse.io:
    How we enjoyed upgrading a bunch of Kubernetes clusters'' from v1.16 to v1.19
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.deref.io/containers-dont-solve-everything:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030364.642461
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.deref.io: Containers Don't Solve Everything \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.deref.io:
    Containers Don't Solve Everything \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://blog.desdelinux.net/microsoft-performance-tools-una-serie-de-herramientas-open-source-para-analizar-el-rendimiento-del-sistema
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Overview of Microsoft's Performance-Tools suite, which provides cross-platform
    command-line tools for analyzing trace logs, Windows/Linux system resource usage,
    and overall system performance. It details how architects can inspect CPU, disk,
    and networking bottlenecks at a low kernel-level, enhancing system-level optimization.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Systems
  - Performance Tuning
  - Diagnostic Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.desdelinux.net: Microsoft Performance-Tools, una serie de herramientas
    open source para analizar el rendimiento del sistema'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://blog.developer.adobe.com/exploring-kafka-producers-internals-37411b647d0f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031962.333262
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.developer.adobe.com: Exploring Kafka Producer’s Internals \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.developer.adobe.com:
    Exploring Kafka Producer’s Internals \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.developersteve.com/canary-deployments-in-kubernetes-safely-releasing-new-features-with-confidence-f6eb3f0dab6f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033240.324646
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.developersteve.com: Canary Deployments in Kubernetes: Safely Releasing''
    New Features with Confidence'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.developersteve.com:
    Canary Deployments in Kubernetes: Safely Releasing'' New Features with Confidence
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.developersteve.com/gitops-for-kubernetes-canary-deployments-4aeab4043727:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034504.564275
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.developersteve.com: GitOps for Kubernetes Canary Deployments'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.developersteve.com:
    GitOps for Kubernetes Canary Deployments in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/7-open-source-kubernetes-developer-tools-to-follow-in-2022-78a5e5dbd4e3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031944.841734
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: 7 Open Source Kubernetes Developer Tools to Follow in''
    2022'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    7 Open Source Kubernetes Developer Tools to Follow in'' 2022 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/all-you-need-to-know-about-debugging-kubernetes-cronjob-61989a998513:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030655.056983
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: All You Need to Know about Debugging Kubernetes Cronjob'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    All You Need to Know about Debugging Kubernetes Cronjob in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/argo-cd-introduction-4b16f50b0d56:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034105.001434
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Argo CD Introduction'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Argo CD Introduction in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/automate-kubernetes-with-python-2150c290afe7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030384.524486
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.devgenius.io: Automate Kubernetes With Python \U0001F31F"
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.devgenius.io:
    Automate Kubernetes With Python \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/automated-dns-tls-with-external-dns-letsencrypt-on-kubernetes-6f4f41827df9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034223.776732
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Automated DNS/TLS with External DNS & LetsEncrypt on''
    Kubernetes'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Automated DNS/TLS with External DNS & LetsEncrypt on'' Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/backup-restore-and-migrate-kubernetes-cluster-resources-using-velero-a9b6997e4b54:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029613.122033
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Backup, Restore and Migrate Kubernetes Cluster resources''
    using Velero'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Backup, Restore and Migrate Kubernetes Cluster resources'' using Velero in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/best-practice-and-cheat-sheet-for-rest-api-design-6a6e12dfa89f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031645.312435
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Principles & Best practices of REST API Design'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Principles & Best practices of REST API Design in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/blue-green-deployment-with-kubernetes-b7595b17fe17:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029371.133794
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Blue Green Deployment with Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Blue Green Deployment with Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/choosing-an-optimal-kubernetes-worker-node-size-e0eacab408c4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031543.478592
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==blog.devgenius.io: Choosing an Optimal Kubernetes Worker Node Size for'
    Your Startup== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==blog.devgenius.io:
    Choosing an Optimal Kubernetes Worker Node Size for' Your Startup== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/container-namespace-introduction-6a1e26f8707a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030422.415327
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Container — Namespace Introduction'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Container — Namespace Introduction in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/daily-useful-kubernetes-aliases-c35f7f411f39:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031429.056803
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Daily useful Kubernetes aliases'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Daily useful Kubernetes aliases in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/devops-in-k8s-deployment-rolling-update-f022285c6f90:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032134.542219
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: DevOps in K8s — Deployment Rolling Update'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    DevOps in K8s — Deployment Rolling Update in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/devops-in-k8s-pod-cgroups-ed05181865f9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032679.058873
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: DevOps in K8s — Pod Cgroups'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    DevOps in K8s — Pod Cgroups in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/devops-in-k8s-pod-downward-api-571399049013:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031944.803342
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: DevOps in K8s — Pod Downward API'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    DevOps in K8s — Pod Downward API in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/devops-in-k8s-write-dockerfile-efficiently-37eaedf87163:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033949.287667
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.devgenius.io: DevOps in K8s — Write Dockerfile Efficiently \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.devgenius.io:
    DevOps in K8s — Write Dockerfile Efficiently \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/devops-in-linux-systemd-introduction-db7f49cb566b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034232.496212
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: DevOps in Linux — Systemd Introduction'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    DevOps in Linux — Systemd Introduction in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/distributed-monolith-1d2d9f86a68f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032704.053524
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==blog.devgenius.io: Distributed Monolith=='
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==blog.devgenius.io:
    Distributed Monolith== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/explore-api-priority-and-fairness-to-ease-the-load-of-the-apiserver-a4fe9c4e7174:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030577.782525
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Explore API Priority and Fairness to Ease the Load of''
    the APIServer'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Explore API Priority and Fairness to Ease the Load of'' the APIServer in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/how-is-security-managed-in-kubernetes-clusters-addefffd2b0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030739.1802
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: How is security managed in Kubernetes clusters?'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    How is security managed in Kubernetes clusters? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/how-to-use-redis-pub-sub-in-your-python-application-b6d5e11fc8de:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034422.587312
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.devgenius.io: How to use Redis Pub/Sub in your Python Application \U0001F31F"
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.devgenius.io:
    How to use Redis Pub/Sub in your Python Application \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/introduction-to-python-dictionaries-89045c9bf315:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031497.072027
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Introduction to python dictionaries'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Introduction to python dictionaries in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/is-it-time-to-migrate-from-lens-to-openlens-75496e5758d8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031494.438855
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Is it time to migrate from Lens to OpenLens to manage''
    your Kubernetes clusters?'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Is it time to migrate from Lens to OpenLens to manage'' your Kubernetes clusters?
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/k8s-ipvs-mode-introduction-6457a02cd91a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030335.239261
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: K8s — ipvs Mode Introduction'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    K8s — ipvs Mode Introduction in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/k8s-kubecolor-introduction-3d650effc36f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029158.511154
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: K8s — Kubecolor Introduction'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    K8s — Kubecolor Introduction in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/k8s-manage-multiple-clusters-using-kubectl-at-scale-9f200c692099:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029464.804697
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: K8s — Manage Multiple Clusters Using kubectl at Scale'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    K8s — Manage Multiple Clusters Using kubectl at Scale in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/k8s-networking-calico-part1-7f74395b6fe2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034152.391982
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: K8s Networking — Calico (Part1)'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    K8s Networking — Calico (Part1) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/k8s-pause-container-f7abd1e9b488:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034131.344425
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: K8s — pause container'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    K8s — pause container in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/k8s-troubleshooting-pod-in-terminating-or-unknown-status-2878f6ec66b8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033088.431809
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: K8s Troubleshooting — Pod in Terminating or Unknown Status'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    K8s Troubleshooting — Pod in Terminating or Unknown Status in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/k8s-why-use-job-instead-of-pod-directly-48cf4e24a0df:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033044.86069
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: K8s — Why Use Job Instead of Pod Directly?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    K8s — Why Use Job Instead of Pod Directly? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/kubeflow-cloud-deployment-aws-46f739ccbb32:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032213.214498
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Kubeflow Cloud Deployment (AWS)'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Kubeflow Cloud Deployment (AWS) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/kubernetes-blue-green-deployment-a69ed17cd4cd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029952.132688
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Kubernetes Blue-Green Deployment'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Kubernetes Blue-Green Deployment in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/kubernetes-deployment-strategy-explained-bf27fea088e1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034491.445735
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.devgenius.io: Kubernetes Deployment Strategy Explained \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.devgenius.io:
    Kubernetes Deployment Strategy Explained \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/kubernetes-k8-high-level-overview-d4e8ef59de00:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032076.696423
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Kubernetes(k8) High-level overview'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Kubernetes(k8) High-level overview in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/kubernetes-namespace-wide-network-policy-1126fafdf221:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033046.508225
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Simplify Kubernetes Network Policy Generation'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Simplify Kubernetes Network Policy Generation in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/kubernetes-on-proxmox-with-terraform-6880921af6e4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034084.235398
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Kubernetes on Proxmox with Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Kubernetes on Proxmox with Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/kustomize-simple-manifest-manipulation-9330f7f40d5d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034207.91405
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Kustomize — K8 manifest patching'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Kustomize — K8 manifest patching in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/learn-kubernetes-programming-part-1-7384e5f3c481:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029130.407654
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Learn Kubernetes Programming — Part 1'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Learn Kubernetes Programming — Part 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/logging-in-python-adec94519755:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030022.274451
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Logging in Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Logging in Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/passing-the-2023-certified-kubernetes-administrator-cka-exam-693d8f9bc711:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033424.435408
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Passing the 2023 Certified Kubernetes Administrator (CKA)''
    Exam'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Passing the 2023 Certified Kubernetes Administrator (CKA)'' Exam in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/rest-apis-with-python-f330c7ffc6ab:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033807.976763
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==blog.devgenius.io: REST APIs with Python== \U0001F31F"
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==blog.devgenius.io:
    REST APIs with Python== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/running-opentelemetry-demo-app-in-kubernetes-95dccd613e0b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032248.513276
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Running the OpenTelemetry Demo App in Kubernetes'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Running the OpenTelemetry Demo App in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/scanning-kubernetes-yaml-files-for-security-e302542b5407:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033030.223992
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.devgenius.io: Scanning Kubernetes YAML Files for Security \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.devgenius.io:
    Scanning Kubernetes YAML Files for Security \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/send-information-from-databricks-to-airflow-810a7d49ff81:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032045.955769
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Send information from Databricks to Airflow'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Send information from Databricks to Airflow in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/sso-authentication-for-applications-in-kubernetes-aedc3c189d89:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032817.279788
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: SSO Authentication for Applications in Kubernetes'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    SSO Authentication for Applications in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/top-10-architecture-characteristics-non-functional-requirements-with-cheatsheat-7ad14bbb0a9b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030295.756098
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.devgenius.io: Top 10 Architecture Characteristics / Non-Functional'
    Requirements with Cheatsheet \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.devgenius.io:
    Top 10 Architecture Characteristics / Non-Functional' Requirements with Cheatsheet
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/training-model-with-jenkins-using-docker-mlops-b18579ddb677:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031510.432023
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Training model with Jenkins using docker: MLOPS'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Training model with Jenkins using docker: MLOPS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/when-k8s-pods-are-stuck-mounting-large-volumes-2915e6656cb8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030367.139452
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: When K8s pods are stuck mounting large volumes'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    When K8s pods are stuck mounting large volumes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devgenius.io/yaml-with-python-d6787a9bd8ab:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032333.304522
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==blog.devgenius.io: YAML with Python=='
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==blog.devgenius.io:
    YAML with Python== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://blog.devgenius.io/zero-downtime-deployment-with-kubernetes-using-rolling-update-strategy-bff45de8c3c3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032462.049792
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devgenius.io: Zero downtime deployment with Kubernetes using Rolling''
    update Strategy'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devgenius.io:
    Zero downtime deployment with Kubernetes using Rolling'' update Strategy in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/automating-kubernetes-deployments-with-helm-charts-baaec0e6fbc5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034265.090267
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Automating Kubernetes Deployments with Helm Charts
  v1_locations:
  - docs/cicd.md
  - docs/helm.md
  - docs/kubernetes-tutorials.md
  v2_locations:
  - cicd.md
  - helm.md
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Automating
    Kubernetes Deployments with Helm Charts in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/blue-green-deployment-ci-cd-pipelines-with-docker-github-and-jenkins-6a262b2994c6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032087.756242
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Blue-Green Deployment (CI/CD) Pipelines with Docker, GitHub,''
    Jenkins and SonarQube'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Blue-Green Deployment (CI/CD) Pipelines with Docker, GitHub,'' Jenkins and SonarQube
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/demystifying-kubernetes-understanding-ingress-configuration-and-best-practices-fb34e33e5f5f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032699.16074
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Demystifying Kubernetes:Understanding Ingress, Configuration,''
    and Best Practices'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Demystifying Kubernetes:Understanding Ingress, Configuration,'' and Best Practices
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/deploying-and-monitoring-an-application-using-prometheus-on-kubernetes-cluster-483773f789f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032105.723854
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==blog.devops.dev: How to Monitor your Application using Prometheus== \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==blog.devops.dev:
    How to Monitor your Application using Prometheus== \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/deploying-awesome-app-on-aws-serverless-services-step-by-step-guide-54bc89e4d236:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033579.285326
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Deploying Awesome App on AWS Serverless Services — Step-by-Step''
    Guide'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Deploying Awesome App on AWS Serverless Services — Step-by-Step'' Guide in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/deploying-helm-charts-with-jenkins-and-groovy-a-comprehensive-guide-c2aa0f2bd424:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032333.329528
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Deploying Helm Charts with Jenkins and Groovy: A Comprehensive''
    Guide'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Deploying Helm Charts with Jenkins and Groovy: A Comprehensive'' Guide in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://blog.devops.dev/deploying-prometheus-and-grafana-in-a-multi-node-kubernetes-cluster-and-auto-scaling-with-keda-eccecfbd8950
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032642.473541
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Deploying Prometheus and Grafana in a Multi-Node Kubernetes''
    Cluster and Auto-Scaling with KEDA'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Deploying Prometheus and Grafana in a Multi-Node Kubernetes'' Cluster and Auto-Scaling
    with KEDA in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/devops-best-practices-for-continuous-delivery-2f0ebbae65c6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032376.229309
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.devops.dev: Devops Best Practices for Continuous Delivery \U0001F31F"
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.devops.dev:
    Devops Best Practices for Continuous Delivery \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/end-to-end-devsecops-kubernetes-project-4259f90722ef:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030418.255981
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: End-to-End DevSecOps Kubernetes Project'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    End-to-End DevSecOps Kubernetes Project in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/generating-a-list-of-dictionaries-with-python-77fca1854911:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032586.762523
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Generating A List of Dictionaries With Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Generating A List of Dictionaries With Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/gitops-at-scale-69639c9a3dd7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033925.102218
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: GitOps at Scale'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    GitOps at Scale in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/gitops-fundamentals-part-0-a8e63f8f9ce8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033222.565577
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: GitOps — Fundamentals Part 0'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    GitOps — Fundamentals Part 0 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/hacking-kubernetes-in-aws-54f4681f1478:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029113.11775
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: HACKING KUBERNETES in AWS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    HACKING KUBERNETES in AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/hosting-your-own-helm-chart-on-github-with-chart-releaser-a356ac10ce5c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034237.918649
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Hosting Your Own Helm Chart on GitHub with Chart Releaser'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Hosting Your Own Helm Chart on GitHub with Chart Releaser in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/how-to-create-an-aws-sandbox-account-using-terraform-c3592a6d8abd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030473.027384
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: How to create an AWS sandbox account using terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    How to create an AWS sandbox account using terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/how-to-manage-multiple-environments-with-terraform-with-the-use-of-modules-d4ca512d7b4a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029165.176479
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: How to manage multiple environments with terraform with''
    the use of modules?'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    How to manage multiple environments with terraform with'' the use of modules?
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/how-to-use-the-kubernetes-resource-recommender-tool-in-a-gke-cluster-ef48a6dea85c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031801.763058
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==blog.devops.dev: How to use the Kubernetes Resource Recommender tool in'
    a GKE Cluster== \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==blog.devops.dev:
    How to use the Kubernetes Resource Recommender tool in' a GKE Cluster== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/importance-of-logging-in-kubernetes-and-intro-to-grafana-loki-f8dc6f736e6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031622.317626
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Importance of Logging In Kubernetes, Intro to Grafana Loki''
    & deploying with helm-charts'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Importance of Logging In Kubernetes, Intro to Grafana Loki'' & deploying with
    helm-charts in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/kateyes-visual-kubernetes-explorer-c40510874969:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031445.898309
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Kateyes — Visual Kubernetes Explorer'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Kateyes — Visual Kubernetes Explorer in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/keda-autoscaling-kubernetes-apps-using-prometheus-da037fe572cf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030614.8316
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: KEDA: Autoscaling Kubernetes apps using Prometheus'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    KEDA: Autoscaling Kubernetes apps using Prometheus in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/kubernetes-services-explained-with-examples-3d1897a875b7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034094.242413
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Kubernetes Services: Explained with Examples'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Kubernetes Services: Explained with Examples in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/manage-secrets-on-aws-and-helm-as-environment-variables-f7ec998c58fc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030506.828806
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Debugging Kubernetes Secrets, Why My Pod Wouldn’t Start'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Debugging Kubernetes Secrets, Why My Pod Wouldn’t Start in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/mastering-machine-learning-at-scale-with-azure-machine-learning-dfaa4bf4353c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029940.818489
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Mastering Machine Learning at Scale with Azure Machine''
    Learning'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Mastering Machine Learning at Scale with Azure Machine'' Learning in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/monitoring-a-spring-boot-application-in-kubernetes-with-prometheus-a2d4ec7f9922:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031982.894389
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==blog.devops.dev: Monitoring a Spring Boot application in Kubernetes with'
    Prometheus== \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==blog.devops.dev:
    Monitoring a Spring Boot application in Kubernetes with' Prometheus== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/monitoring-mysql-using-prometheus-and-grafana-in-kubernetes-16e7ae3de5dd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030132.291471
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Monitoring MySQL using Prometheus, Grafana and mysqld_exporter''
    in Kubernetes'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Monitoring MySQL using Prometheus, Grafana and mysqld_exporter'' in Kubernetes
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/networking-in-kubernetes-55dcf794b9cd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030230.411513
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Networking in Kubernetes'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Networking in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/observability-better-ci-for-your-prometheus-alerts-32aaea3b3d77:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031825.079988
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.devops.dev: Observability: Better CI for your prometheus alerts with'
    pint instead of promtool \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.devops.dev:
    Observability: Better CI for your prometheus alerts with' pint instead of promtool
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/observability-concept-in-prometheus-9f0093fa7495:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030708.347641
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Observability Concept in Prometheus'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Observability Concept in Prometheus in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/prometheus-metrics-within-kubernetes-an-ariel-view-d1d3b7d75418:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031927.475641
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==blog.devops.dev: Prometheus metrics within Kubernetes — an aerial view==''
    | Joseph Esrig'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==blog.devops.dev:
    Prometheus metrics within Kubernetes — an aerial view=='' | Joseph Esrig in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/stop-cloning-helm-charts-enough-b40fb5d67ac7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034039.690067
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==blog.devops.dev: Stop cloning helm charts! Enough!== \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==blog.devops.dev:
    Stop cloning helm charts! Enough!== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/stop-messing-up-with-git-follow-this-simple-and-effective-strategy-to-maintain-git-branches-cc378468cde6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029242.846342
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Stop messing up with Git. Follow this simple and effective''
    strategy to maintain Git branches'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Stop messing up with Git. Follow this simple and effective'' strategy to maintain
    Git branches in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/terraform-drift-detection-in-production-why-plan-isnt-enough-f660af7e1029:
  addition_method: automatic
  ai_summary: This technical analysis explores the production operational challenges
    of infrastructure drift detection and explains why a standard `terraform plan`
    is insufficient as a standalone monitoring strategy. The author outlines critical
    blind spots, such as untracked out-of-band resources invisible to the state file
    and security changes hidden by lifecycle `ignore_changes` configurations. It outlines
    a modern, layered engineering approach combining cloud-native asset inventories,
    policy engines, and event-driven architectures to continuously validate real infrastructure
    state.
  category: terraform
  complexity: Advanced
  content_hash: N/A
  description: Deep dive on how scheduled plan checks fail as a sole detection strategy,
    and how to build a layered detection system.
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Production Drift Detection
  is_microservice: false
  language: English
  last_checked: 1780352003.689869
  reputation_status: Vetted
  reputation_summary: Widely circulated across developer and DevOps communities for
    its realistic view of Terraform's state reconciliation gaps and solid mitigation
    patterns.
  resource_type: Article
  social_preview_url: ''
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[CASE STUDY]'
  - '[GUIDE]'
  title: 'Terraform Drift Detection in Production: Why plan Isn''t Enough'
  year: '2026'
https://blog.devops.dev/terraform-modules-db392bb7e950:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034454.189284
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Terraform Modules'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Terraform Modules in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/tools-to-manage-kubernetes-15b675f407d4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031186.00715
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Tools to manage Kubernetes'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Tools to manage Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/understanding-jobs-and-cronjobs-in-kubernetes-9db379562da:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033696.956703
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Understanding Jobs and CronJobs in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Understanding Jobs and CronJobs in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.devops.dev/using-vault-in-kubernetes-production-for-security-engineers-54d2f0aca4d1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033500.35167
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.devops.dev: Using Vault in Kubernetes Production for Security Engineers'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.devops.dev:
    Using Vault in Kubernetes Production for Security Engineers in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.direktiv.io/building-a-simple-cloud-native-orchestrated-microservice-from-containers-39dbcb80b0d8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032036.573817
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.direktiv.io: Building a simple cloud-native, orchestrated microservice''
    from containers'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.direktiv.io:
    Building a simple cloud-native, orchestrated microservice'' from containers in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.direktiv.io/event-driven-orchestration-with-knative-part-1-fbdcc0e2ea03:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033674.914367
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.direktiv.io: Event driven orchestration with Knative (part 1)'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.direktiv.io:
    Event driven orchestration with Knative (part 1) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.direktiv.io/redefining-event-driven-orchestration-for-automation-applications-ec07d79f21c0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031117.257401
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.direktiv.io: Redefining event-driven orchestration for automation &''
    applications'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.direktiv.io:
    Redefining event-driven orchestration for automation &'' applications in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.docker.com/2019/07/intro-guide-to-dockerfile-best-practices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031435.643093
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.docker.com: Intro Guide to Dockerfile Best Practices \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.docker.com:
    Intro Guide to Dockerfile Best Practices \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.doit-intl.com/aws-firewalls-101-how-and-when-to-use-each-one-d4ad8087a6b3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032683.857818
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'doit-intl.com: AWS Firewalls 101: How and when to use each one'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering doit-intl.com:
    AWS Firewalls 101: How and when to use each one in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.doit-intl.com/how-to-setup-multi-cluster-load-balancing-with-gke-4b407e1f3dff:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033081.767708
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.doit-intl.com: How to Set Up Multi-Cluster Load Balancing with GKE'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.doit-intl.com:
    How to Set Up Multi-Cluster Load Balancing with GKE in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.doit-intl.com/kubernetes-and-secrets-management-in-cloud-858533c20dca:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034226.778374
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.doit-intl.com: Kubernetes and Secrets Management in the Cloud'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.doit-intl.com:
    Kubernetes and Secrets Management in the Cloud in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.dream11engineering.com/finding-order-in-chaos-how-we-automated-performance-testing-with-torque-6eb63706fcea:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029916.601069
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.dream11engineering.com: Finding Order in Chaos: How We Automated Performance''
    Testing with Torque'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.dream11engineering.com:
    Finding Order in Chaos: How We Automated Performance'' Testing with Torque in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.dream11engineering.com/lessons-learned-from-running-graphql-at-scale-2ad60b3cefeb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031618.320892
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.dream11engineering.com: Lessons learned from running GraphQL at scale'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.dream11engineering.com:
    Lessons learned from running GraphQL at scale in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.ediri.io/auto-docs-test-and-release-a-helm-chart-with-github-actions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031125.651798
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.ediri.io: Auto Docs, Test And Release A Helm Chart With GitHub Actions'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.ediri.io:
    Auto Docs, Test And Release A Helm Chart With GitHub Actions in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.ediri.io/digitalocean-kubernetes-challenge:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031499.346194
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.ediri.io: DigitalOcean Kubernetes Challenge'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.ediri.io:
    DigitalOcean Kubernetes Challenge in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.ediri.io/flux-with-buckets-is-this-still-gitops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029366.706831
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.ediri.io: Flux With Buckets: Is This Still GitOps?'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.ediri.io:
    Flux With Buckets: Is This Still GitOps? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.ediri.io/how-to-remove-a-stuck-namespace:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031494.429607
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.ediri.io: How to remove a stuck namespace'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.ediri.io:
    How to remove a stuck namespace in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.ediri.io/how-to-unit-test-your-helm-charts:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030970.819754
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==blog.ediri.io: How To Unit Test Your Helm Charts=='
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==blog.ediri.io:
    How To Unit Test Your Helm Charts== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.ediri.io/kubernetes-imagepullbackoff:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031328.950368
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.ediri.io: Kubernetes: ImagePullBackOff!'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.ediri.io:
    Kubernetes: ImagePullBackOff! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.ediri.io/writing-kubernetes-policies-with-jspolicy:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029609.341848
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.ediri.io: Writing Kubernetes policies with jsPolicy and deploy them''
    via FluxCD'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.ediri.io:
    Writing Kubernetes policies with jsPolicy and deploy them'' via FluxCD in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.eduguru.in/mysql-2/mysql-create-index-on-table:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Detailed guide on index creation mechanics inside MySQL. Focuses on
    planning, key-length constraints, B-tree index structures, and avoiding table
    lock scenarios during schema operations.
  language: SQL
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Databases
  - Relational Databases
  - MySQL Features
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.eduguru.in: mysql create index on table'
  addition_method: manual
  v2_locations:
  - databases.md
https://blog.eisele.net/2015/11/http2-with-jboss-eap-7.html:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Details configurations and challenges during the early-access implementation
    of HTTP/2 routing inside JBoss EAP 7. Outlines setup rules for ALPN dependencies,
    TLS parameters, and concurrent stream mappings.
  language: Java
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Web Protocols & Performance
  - Protocol Evolution
  - Enterprise Servers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: HTTP/2 With JBoss EAP 7 - Tech Preview
  addition_method: manual
  v2_locations:
  - networking.md
https://blog.envoyproxy.io/examining-load-balancing-algorithms-with-envoy-1be643ea121c:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical evaluation of core load balancing mechanisms built into
    the Envoy proxy. The guide dissects active versus passive routing behaviors, highlighting
    the performance profiles of Round Robin, Weighted Least Request, and Ring Hash
    algorithms under dynamic microservice topologies. It provides critical architecture
    insights for configuring Envoy to manage asymmetric backend loads and minimize
    tail latencies.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Networking
  - Data Plane
  - Load Balancing Algorithms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Examining Load Balancing Algorithms with Envoy
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://blog.equationlabs.io/managing-database-migrations-safely-in-high-replicated-k8s-deployment:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032242.925894
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==blog.equationlabs.io: Managing database migrations safely in high replicated'
    k8s deployment== \U0001F31F"
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==blog.equationlabs.io:
    Managing database migrations safely in high replicated' k8s deployment== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.executeautomation.com/running-jenkins-build-agent-within-docker-container-part-a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032518.34226
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.executeautomation.com: Running Jenkins Build Agent within Docker container''
    – Part A'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.executeautomation.com:
    Running Jenkins Build Agent within Docker container'' – Part A in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.extremehacking.org/blog/2015/11/09/jmeter-web-application-testing-cheatsheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A testing reference for designing HTTP request sequences in Apache JMeter.
    Curator Insight highlights its historical impact on load testing. Live Grounding
    verifies that despite competition from newer utilities, JMeter remains widely
    deployed for bulk scale tests.
  language: XML
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Software Development
  - Performance Testing
  - JMeter
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: JMeter Web Application Testing Cheatsheet
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://blog.fastthread.io/2018/09/24/stackoverflowerror:
  addition_method: manual
  content_hash: 18007107c1475ec2e8f911fbaf79aa33d8895210b4ea64457b086ea7a56df07a
  health_score: 100.0
  last_checked: 1779030248.712894
  v1_locations:
  - docs/java-and-java-performance-optimization.md
https://blog.flant.com/advanced-helm-templating:
  addition_method: manual
  content_hash: a46df6a082ca18727150607b565864b26be886ea4d4e219977f7c1fe629db2c4
  description: ''
  health_score: 100.0
  last_checked: 1779029058.434522
  stars: 0
  status: online
  title: "blog.flant.com: Making the most out of Helm templates \U0001F31F"
  v1_locations:
  - docs/helm.md
  year: N/A
https://blog.flant.com/chaos-engineering-in-kubernetes-open-source-tools:
  addition_method: manual
  content_hash: e7e13d56bc586b5dc1c4c83bd7624f1b1326a5ebeadd9f9f8dcafd5c2b2a97d2
  description: ''
  health_score: 100.0
  last_checked: 1779032707.120422
  stars: 0
  status: online
  title: 'blog.flant.com: Open Source solutions for chaos engineering in Kubernetes'
  v1_locations:
  - docs/chaos-engineering.md
  year: N/A
https://blog.flant.com/comparing-kubernetes-operators-for-postgresql:
  addition_method: manual
  content_hash: 7c247c557ca0e7778d8bfb1fbe977f0b0f8b0caba414b1c171235484a88727e3
  description: ''
  health_score: 100.0
  last_checked: 1779031491.824814
  stars: 0
  status: online
  title: 'blog.flant.com: Comparing Kubernetes operators for PostgreSQL'
  v1_locations:
  - docs/databases.md
  year: N/A
https://blog.flant.com/ha-keycloak-infinispan-kubernetes:
  addition_method: manual
  content_hash: 8179038c36bb539c39c65093e16786767ad31ddd73fcfa345d67fe8891f1c07a
  description: ''
  health_score: 100.0
  last_checked: 1779033076.448185
  stars: 0
  status: online
  title: 'blog.flant.com: Running fault-tolerant Keycloak with Infinispan in Kubernetes'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://blog.flant.com/kubenav-managing-kubernetes-from-smartphone:
  addition_method: manual
  content_hash: 33992fc42410ff2fff905bc3876c1606701e4aa1646ff08a0bc2a81a06072c5a
  description: ''
  health_score: 100.0
  last_checked: 1779030030.821948
  stars: 0
  status: online
  title: 'blog.flant.com: kubenav as a tool for managing Kubernetes clusters from''
    your smartphone'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://blog.flant.com/kubernetes-security-with-kube-bench-and-kube-hunter:
  addition_method: manual
  content_hash: e5c494288589795e300f17fcf224f45ce704cdc226a8e29fa4da0a28502cd707
  description: ''
  health_score: 100.0
  last_checked: 1779034525.343616
  stars: 0
  status: online
  title: '==blog.flant.com: Kubernetes cluster security assessment with kube-bench''
    and kube-hunter=='
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://blog.flant.com/kubernetes-storage-performance-linstor-ceph-mayastor-vitastor:
  addition_method: manual
  content_hash: 179a984f39cacacdd1566ac15e88b14c03998b87235d10969404240b26bc9df8
  description: ''
  health_score: 100.0
  last_checked: 1779029125.839443
  stars: 0
  status: online
  title: 'blog.flant.com: Comparing Ceph, LINSTOR, Mayastor, and Vitastor storage''
    performance in Kubernetes'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://blog.flant.com/kui-hybrid-cli-gui-for-kubernetes:
  addition_method: manual
  content_hash: fc0af26260476cffacbfd2299dc59f47587a9c053198466702946ebdc03aea82
  description: ''
  health_score: 100.0
  last_checked: 1779031985.018076
  stars: 0
  status: online
  title: 'blog.flant.com: Kui — a “hybrid” CLI/GUI application for working with Kubernetes'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://blog.flant.com/our-experience-with-postgres-operator-for-kubernetes-by-zalando:
  addition_method: manual
  content_hash: b477f7ab3171c3b3598ebc5b96210dd6eb260756d7a9426cfc951d5be0d70f65
  description: ''
  health_score: 100.0
  last_checked: 1779031598.049985
  stars: 0
  status: online
  title: 'blog.flant.com: Our experience with Postgres Operator for Kubernetes by''
    Zalando'
  v1_locations:
  - docs/demos.md
  year: N/A
https://blog.flant.com/small-local-kubernetes-comparison:
  addition_method: manual
  content_hash: c5bb9665f8bdf13201d6d7ba2608a51c690b1a3f5ff49b66a9b871d252afa65e
  description: ''
  health_score: 100.0
  last_checked: 1779031518.270049
  stars: 0
  status: online
  title: 'blog.flant.com: Small Kubernetes for your local experiments: k0s, MicroK8s,''
    kind, k3s, and Minikube'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://blog.flatturtle.com:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A technical exploration of Interprocess Communication (IPC) patterns
    within distributed microservices. It analyzes synchronous IPC (via REST, gRPC)
    and contrasts it with asynchronous, broker-driven messaging (RabbitMQ, Kafka)
    from a latency and system coupling perspective. Decoupling IPC paths is presented
    as the primary defense against cascading regional failures in microservices architectures.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Application Integration
  - API Design
  - Protocols & Formats
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "vishnuch.tech: Interprocess Communication in Microservices \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://blog.fleetdm.com/4-tips-for-github-actions-usability-2-debugging-4c0c920adfde:
  addition_method: manual
  content_hash: 9a835d5751e0909490d1d91b4ccafe092b57d200aa2f00a0c0f3e818ea3f9083
  description: ''
  health_score: 100.0
  last_checked: 1779031389.083528
  stars: 0
  status: online
  title: 'blog.fleetdm.com: 4 tips for GitHub Actions usability (+2 bonus tips for''
    debugging)'
  v1_locations:
  - docs/git.md
  year: N/A
https://blog.flipkart.tech/the-art-of-system-debugging-decoding-cpu-utilization-da75f09ef1ff:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033210.82014
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.flipkart.tech: The Art of System Debugging — Decoding CPU Utilization'
    \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  - docs/linux.md
  v2_locations:
  - java-and-java-performance-optimization.md
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.flipkart.tech:
    The Art of System Debugging — Decoding CPU Utilization' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.flomesh.io/kubernetes-gateway-api-evolution-of-service-networking-aa76ec4efa7e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032236.148537
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.flomesh.io: Kubernetes Gateway API — Evolution of Service Networking'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.flomesh.io:
    Kubernetes Gateway API — Evolution of Service Networking in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.flomesh.io/using-pipy-as-a-kubernetes-policy-engine-e70a23c8d54c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033903.331224
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.flomesh.io: sing Pipy as a Kubernetes policy engine'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.flomesh.io:
    sing Pipy as a Kubernetes policy engine in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.fourninecloud.com/kubernetes-monitoring-how-to-monitor-using-prometheus-f2eff767f6bb:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A beginner-to-intermediate tutorial demonstrating how to install, configure,
    and operate a Prometheus instance on a Kubernetes cluster. Outlines basic service
    discovery configurations, exporter architectures, and Prometheus-operator customization
    patterns.
  language: None
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Modern Observability & Service Mesh
  - Cluster Monitoring
  - Prometheus Setup
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.fourninecloud.com: Kubernetes monitoring — How to monitor using prometheus?'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://blog.frankel.ch/annotation-free-spring:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores annotation-free bean configuration in Spring, leveraging functional
    Kotlin or Java DSLs. By replacing classical runtime annotation scanning with declarative
    bean definitions, this approach lowers application startup latencies and improves
    GraalVM compile-time reflection analysis.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Spring Ecosystem
  - Configuration
  - Functional Bean Registration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.frankel.ch: Annotation-free Spring'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://blog.frankel.ch/basics-access-kubernetes-pods:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An in-depth guide tracing the technical mechanisms required to route
    traffic to ephemeral Kubernetes pods. Discusses the transition from local port-forwarding
    (kubectl port-forward) to production-ready patterns utilizing Services (ClusterIP,
    NodePort, LoadBalancer) and Ingress resources, highlighting the underlying iptables/IPVS
    routing mechanics.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Pod Connectivity
  - Ingress & Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.frankel.ch: Back to basics: accessing Kubernetes pods'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.frankel.ch/kubernetes-extensibility:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A structural overview explaining the mechanics of Kubernetes API extension.
    It reviews Custom Resource definitions, control loops, and API aggregation structures
    to build a complete mental map of the engine's modular architecture.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Extensibility & Development
  - API Extensions
  - Conceptual Overviews
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.frankel.ch: Introduction to Kubernetes extensibility \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://blog.frankel.ch/learning-auditing-kubernetes-manifests:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An educational approach to understanding Kubernetes security postures
    through direct manifest auditing. The author walks through security context misconfigurations,
    detailing how over-privileged containers expose node architectures. This technique
    bridges the gap between passive development and active cluster security controls.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Policy & Audit
  - Manifest Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.frankel.ch: Learning by auditing Kubernetes manifests'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://blog.gceasy.io/2019/03/13/micrometrics-to-forecast-application-performance:
  addition_method: manual
  content_hash: 6f929579bee5a08e10d0c37d8b1f2a78ba7fbe8b68e55b884406984e05a85c61
  health_score: 100.0
  last_checked: 1779031122.316734
  v1_locations:
  - docs/java-and-java-performance-optimization.md
https://blog.gceasy.io/2020/11/05/best-practices-java-memory-arguments-for-containers:
  addition_method: manual
  content_hash: 508148182319a6736f3df50820e0b1ff67f15f67b29fc4f706cd002f1e9375d1
  description: ''
  health_score: 100.0
  last_checked: 1779030882.863492
  stars: 0
  status: online
  title: "blog.gceasy.io: Best practices: Java memory arguments for Containers \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  year: N/A
https://blog.gceasy.io/best-practices-java-memory-arguments-for-containers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Direct blueprint for configuring JVM heap metrics under Docker environments.
    Details the risks of omitting explicit container-aware memory allocation rules,
    preventing silent OOMKilled evictions by the host kernel.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes
  - Containerized JVM Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.gceasy.io: Best practices: Java memory arguments for Containers \U0001F31F"
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://blog.getambassador.io/best-tools-for-kubernetes-local-development-a-comprehensive-guide-3577d351d31e:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: A comparative market review assessing local Kubernetes developer pipelines
    including Minikube, Kind, and K3s. Highlights developer speed, local resources
    consumption, and production parity.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Local Development
  - Tooling
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.getambassador.io: Best Tools for Kubernetes Local Development: A Comprehensive
    Guide'
  addition_method: manual
  v2_locations:
  - rancher.md
https://blog.getambassador.io/centralized-authentication-with-keycloak-and-ambassador-edge-stack-d509ffbc7b6f:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Demonstrates step-by-step implementation of centralized authentication
    at the edge of Kubernetes clusters. By combining the Ambassador Edge Stack (Emissary-ingress)
    with Keycloak via OAuth2/OIDC filters, it decouples identity concerns from individual
    backend microservices, streamlining service architecture.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access Management
  - Ingress Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'blog.getambassador.io: Step-by-Step Centralized Authentication for Kubernetes
    with Keycloak and the Ambassador Edge Stack'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://blog.getambassador.io/debugging-go-microservices-in-kubernetes-with-vscode-a36beb48ef1:
  addition_method: manual
  ai_summary: Explores techniques for real-time remote debugging of Go microservices
    running inside a Kubernetes cluster using Telepresence and VSCode, bridging local
    development environments with cloud resources.
  complexity: Advanced
  content_hash: ac52c93c2e2f7a824497888f590fa04283ac630c9060c17c2be819661eb7f917
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Kubernetes Integration
  is_microservice: true
  language: en
  last_checked: 1779033770.311515
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'blog.getambassador.io: Debugging Go Microservices in Kubernetes with VScode'
  v1_locations:
  - docs/golang.md
  - docs/visual-studio.md
  v2_locations:
  - golang.md
  - visual-studio.md
  year: N/A
https://blog.getambassador.io/externaltrafficpolicy-local-on-kubernetes-e66e498212f9:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: 'Addresses how setting the Kubernetes Service configuration `externalTrafficPolicy:
    Local` preserves client source IPs. Analyzes the associated trade-offs, such as
    potential uneven load distribution across endpoints. Live Grounding confirms that
    preserving source IP is crucial for zero-trust authorization, geolocation rules,
    and audit logging.'
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: externalTrafficPolicy=local on kubernetes. How to preserve the source IP
    in kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://blog.getambassador.io/gitops-in-kubernetes-with-argocd-c6ea0e510741:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Describes the conceptual pillars of GitOps and details how ArgoCD implements
    them on Kubernetes. Explains key mechanisms such as out-of-sync alert signaling,
    dry-run synchronization, and visual drift visualization.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Concepts & Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.getambassador.io: GitOps in Kubernetes with ArgoCD'
  addition_method: manual
  v2_locations:
  - argo.md
https://blog.getambassador.io/how-to-learn-kubernetes-prerequisites-paths-and-resources-9e044daee185:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An actionable guide highlighting the operating system, networking, and
    programming fundamentals required to master Kubernetes. Prevents cognitive overload
    by enforcing structured roadmap prerequisites.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes
  - Opinion & Strategy
  - Learning Pathways
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.getambassador.io: How to Learn Kubernetes: Prerequisites, Paths, and
    Resources \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://blog.getambassador.io/implementing-grpc-web-with-emissary-ingress-22aa0d86aac:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Technical guide on configuring Emissary-ingress (Envoy) to translate
    gRPC-Web calls from modern browser clients into standard backend gRPC services,
    bridging the gap created by native browser HTTP/2 frame restrictions.
  language: YAML
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - API Architectures
  - RPC
  - gRPC-Web
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.getambassador.io: Implementing gRPC-Web with Emissary-ingress'
  addition_method: manual
  v2_locations:
  - api.md
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=04efb3b4b70a:
  addition_method: manual
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - istio.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.getambassador.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=25c496762415:
  addition_method: manual
  status: online
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=60de8626f769:
  addition_method: manual
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - istio.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.getambassador.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=65af8561dca0:
  addition_method: manual
  status: online
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=77ba3a21d2dd:
  addition_method: manual
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - istio.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.getambassador.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=816ffb457b0d:
  addition_method: manual
  content_hash: e6c4295e5216d84166c16e6ecbe410dc6b7d6e5f7632158a8c3eb0b24e40bf63
  description: ''
  health_score: 100.0
  last_checked: 1779030295.727992
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.getambassador.io: Kubernetes Canary Testing and Release with Istio'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.getambassador.io:
    Kubernetes Canary Testing and Release with Istio in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=a8be5865b1c9:
  addition_method: manual
  status: online
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=c669845710fd:
  addition_method: manual
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - istio.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.getambassador.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=c8191f4288c7:
  addition_method: manual
  last_checked: 1779388424.623343
  status: online
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=e61c67017989:
  addition_method: manual
  status: online
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=ffbb9dbe21b4:
  addition_method: manual
  status: online
https://blog.getambassador.io/microservice-orchestration-best-practices-f32314dd6a12:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Contrasts orchestration and choreography in distributed microservice
    topologies. Analyzes the trade-offs of centralized workflow engines versus decentralized
    event routing, providing architectural criteria to guide deployment choices under
    scale.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Orchestration
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.getambassador.io: Microservice Orchestration Best Practices'
  addition_method: manual
  v2_locations:
  - introduction.md
https://blog.getpostman.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029310.014494
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: blog.getpostman.com
  v1_locations:
  - docs/postman.md
  v2_locations:
  - postman.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.getpostman.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.gitguardian.com/github-security:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines the severe risks and systemic impacts of credential leakage
    on public and private Git repositories. Discusses mitigation strategies, developer
    scanning workflows, and the integration of GitGuardian API to catch hardcoded
    secrets at push time. Vital reading for DevSecOps leads.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Application Security
  - Secrets Detection
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "GitHub security: what does it take to protect your company from credentials
    leaking on GitHub? \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://blog.gitguardian.com/hardening-your-k8-pt-1:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Part one of a tutorial series focusing on threat modeling within Kubernetes
    systems. Outlines typical attack surface definitions across components like API
    endpoints, etcd systems, and workers. Aids engineering teams in establishing defense
    boundaries.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Fundamentals
  - Threat Modeling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.gitguardian.com: Hardening Your Kubernetes Cluster - Threat Model (Pt.
    1) \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://blog.gitguardian.com/hardening-your-k8s-pt-2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The second part of a structural security guide detailing advanced settings
    such as RBAC limitations, audit logging targets, container engine isolation, and
    secrets scanning policies.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Cluster Hardening
  - Runtime Secrets Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.gitguardian.com: Hardening Your Kubernetes Cluster - Guidelines (Pt.
    2) \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://blog.gitguardian.com/how-to-improve-your-docker-containers-security-cheat-sheet:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Focuses on protecting applications by avoiding hardcoded secrets, securing
    base images, and implementing strict runtime privileges within Docker builds.
    Provides precise, actionable rules for integrating automated container security
    checks into CI/CD pipelines.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Virtualization & Containers
  - Docker
  - Security Hardening
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "blog.gitguardian.com: Docker Security Best Practices & Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://blog.gitguardian.com/kubernetes-tutorial-part-1-pods:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Part one of GitGuardian's workload security tutorial, targeting critical
    pod configurations such as root user restrictions, secure namespaces, and minimizing
    host-level network sharing.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Workload Hardening
  - Pod Specifications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.gitguardian.com: Kubernetes Hardening Tutorial Part 1: Pods'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://blog.gitguardian.com/kubernetes-tutorial-part-2-network:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This technical tutorial demonstrates the configuration of Kubernetes
    NetworkPolicies to enforce granular traffic isolation. It contrasts default-allow
    networking models with secure default-deny postures, providing production-ready
    ingress and egress manifests. Engineers will learn how to reduce lateral threat
    movement by restricting pod-to-pod communications.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Network Security
  - Network Policies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.gitguardian.com: Kubernetes Hardening Tutorial Part 2: Network'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://blog.gitguardian.com/rewriting-git-history-cheatsheet:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A detailed security guide for removing sensitive files, secrets, and
    large payloads from Git history. Compares legacy `git filter-branch` with the
    faster, modern `git-filter-repo` and BFG Repo-Cleaner tools, outlining downstream
    impacts of forced push updates.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Security and Authentication
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'blog.gitguardian.com: Rewriting your git history, removing files permanently
    - cheatsheet & guide'
  addition_method: manual
  v2_locations:
  - git.md
https://blog.gitguardian.com/secrets-credentials-api-git:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explores the anatomy of credential exposure within VCS platforms. It
    highlights the persistence of Git history, showing why simply deleting a secret
    in a subsequent commit does not mitigate security risks. Emphasizes mandatory
    history rewriting and continuous pipeline scanning.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Security
  - Application Security
  - Secrets Detection
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'blog.gitguardian.com: Secrets in source code (episode 2/3). Why secrets
    in git are such a problem'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://blog.gitguardian.com/what-is-policy-as-code-an-introduction-to-open-policy-agent:
  description: ''
  addition_method: manual
  content_hash: 34359a122e909ff5ef0661e9ab2559594bf6dfd5b302318aa250989991664a51
  health_score: 100.0
  last_checked: 1779031431.397364
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2022'
  ai_summary: Comprehensive introduction to Open Policy Agent (OPA) and its application
    of declarative, domain-agnostic policy enforcement using the Rego language. Evaluates
    the architectural shift of separating policy logic from application code, making
    security policies testable and auditable in Git repos.
  language: Rego
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Security & Compliance
  - Policy-as-Code
  is_microservice: false
  title: 'blog.gitguardian.com: What is Policy-as-Code? An Introduction to Open Policy''
    Agent'
https://blog.golang.org/gopls-vscode-go:
  addition_method: manual
  content_hash: 8861dc71fc266c47c0c55b238c99731a247a08446a0dadb0536eea3eabce38f6
  description: ''
  health_score: 100.0
  last_checked: 1779031393.102264
  stars: 0
  status: online
  title: 'blog.golang.org: Gopls on by default in the VS Code Go extension'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://blog.google/innovation-and-ai/infrastructure-and-cloud/global-network/missouri-programs:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: Google''s investment strategy in Missouri underscores
    the growing interdependence between ultra-scale data centers, clean grid energy
    initiatives, and local workforce preparedness.

    * **Live Grounding**: Industry analysts note that securing regional power infrastructures
    is becoming a primary bottleneck for hyper-scale cloud deployments supporting
    next-generation machine learning workloads.'
  category: uncategorized
  complexity: intermediate
  content_hash: 16f69576d03fece8c04788aa1031698a43c183e1d14b74145577423d7325f986
  description: We’re helping build the state’s next-generation workforce and investing
    in energy programs.
  hierarchy:
  - Infrastructure
  - Public Cloud
  - Data Centers
  - Regional Expansion
  is_microservice: false
  language: en
  last_checked: 1780352942.833678
  reputation_status: Vetted
  reputation_summary: Official Google regional infrastructure announcement with positive
    utility alignment.
  resource_type: blog_post
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/MissouriSocial.max-1440x810.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: sustainability-and-infrastructure
  tags:
  - CASE STUDY
  title: Google announces new community investments in Missouri
  year: '2026'
https://blog.google/innovation-and-ai/infrastructure-and-cloud/google-cloud/eighth-generation-tpu-agentic-era/&linkId=61973364:
  addition_method: automatic
  ai_summary: 'This release details Google''s eighth-generation custom ASICs, unveiling
    a split computing strategy featuring TPU 8t (training) and TPU 8i (inference).
    Engineered for the agentic era, these architectures deliver massive parallel computing
    throughput with double the inter-chip bandwidth and 10x lower storage latencies.


    * Employs the Virgo Network fabric to support near-linear cluster scaling up to
    1 million chips.

    * Focuses heavily on resilience, with telemetry-driven Optical Circuit Switching
    targeting a 97% operational goodput rate.'
  category: uncategorized
  complexity: Advanced
  content_hash: 28c268b2a7fb414b1df263e1c25ee76c168ce86e45e1abd982b5c9b43f9c6098
  description: Google officially launches TPU 8t and TPU 8i, next-generation custom
    ASICs built to scale training and minimize agentic inference latencies.
  hierarchy:
  - Artificial Intelligence
  - AI Infrastructure
  - TPUs and Hardware Acceleration
  is_microservice: false
  language: en
  last_checked: 1780352414.115813
  reputation_status: Vetted
  reputation_summary: Authoritative hardware reveal from Google Cloud, widely recognized
    as a major technological milestone for high-scale AI model serving in 2026.
  resource_type: article
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/two_chips_for_the_agentic_era_hero.width-1300.png
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: ai-infrastructure
  tags:
  - '[EMERGING]'
  - '[ENTERPRISE-STABLE]'
  title: 'Our Eighth Generation TPUs: Two Chips for the Agentic Era'
  year: '2026'
https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-5:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: The introduction of Gemini 3.5, particularly
    the Flash variant, optimizes the operational parameters of latency-sensitive loops
    and intensive programming engines.

    * **Live Grounding**: Grounded benchmarks demonstrate that the model''s token-efficient
    execution and long-horizon planning make it the de facto runtime for agentic frameworks
    such as Antigravity 2.0.'
  category: ai-agents-mcp
  complexity: advanced
  content_hash: e4e81e037554251b0fd86014e97ffe8a06c2bed410ef9f9acc33225ad1d8562e
  description: At Google I/O we released Gemini 3.5, our latest series of models combining
    frontier intelligence with action.
  hierarchy:
  - Artificial Intelligence
  - Large Language Models
  - Gemini 3.5
  - Agentic Systems
  is_microservice: false
  language: en
  last_checked: 1780352942.833729
  reputation_status: Vetted
  reputation_summary: Highly benchmarked, industry-leading frontier model launch with
    stellar developer evaluations.
  resource_type: blog_post
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini-3-5__keywordstatement__metacard__light.width-1300.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - DE FACTO STANDARD
  title: 'Gemini 3.5: frontier intelligence with action'
  year: '2026'
https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni:
  addition_method: automatic
  ai_summary: 'This resource introduces Gemini Omni, Google DeepMind''s native any-to-any
    multimodal model family designed to replace traditional, fragmented media-generation
    pipelines.


    * **Architectural Unity**: Processes and outputs text, high-resolution video,
    audio, and images natively within a single unified transformer-based topology.

    * **Physics-Grounded Reasoning**: Leverages an intuitive grasp of gravity, kinetics,
    and fluid dynamics, enabling hyper-realistic stop-motion simulations and consistent,
    conversational video-editing workflows.'
  category: ai-agents-mcp
  complexity: advanced
  content_hash: 7493c82d8813eea2baa6a520f0f6f281d15807c13f4916a80b204ec036ba9b78
  description: The official product launch for Google DeepMind's Gemini Omni, a pioneering
    native any-to-any multimodal model family designed for high-resolution video,
    audio, image, and text generation and editing.
  hierarchy:
  - AI
  - Generative AI
  - Multimodal Models
  - Deep Learning
  impact_score: 96
  is_microservice: false
  language: en
  last_checked: 1780399410.166035
  reputation_status: Vetted
  reputation_summary: Official product launch announcement from Google DeepMind. Highly
    vetted and globally referenced as an industry milestone in native multi-modal
    AI systems.
  resource_type: article
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GeminiOmni_social.width-1300.png
  source_provenance: X.com (GoogleDeepMind)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  - '[ENTERPRISE-STABLE]'
  title: Introducing Gemini Omni
  year: '2026'
https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni-3-5-videos:
  addition_method: automatic
  ai_summary: 'Curator Insight: These benchmark videos establish reference performance
    capabilities for Google''s latest multimodal models in complex real-time environments.


    Live Grounding: The 9 distinct demos present low-latency, real-world execution
    of Gemini Omni and 3.5 Flash, emphasizing rapid voice-to-video reasoning, contextual
    search, and high-density API call efficiency.'
  category: demos
  complexity: intermediate
  content_hash: aaff001f97c5a5ae868157be3d15f7afc41f423cc2bffcf4cd937102741a5d32
  description: A collection of nine demonstration videos showcasing the latency and
    multimodal capabilities of Gemini Omni and Gemini 3.5 Flash.
  hierarchy:
  - AI and Machine Learning > Multimodal Models > Gemini Ecosystem
  is_microservice: false
  language: en
  last_checked: 1780352953.156173
  reputation_status: Vetted
  reputation_summary: Demos are highly praised in tech circles for highlighting rapid,
    low-latency multimodal reasoning over complex user interactions.
  resource_type: demo
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Gemini_Omni_and_Gemini_3.5_herosocial.width-1300.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: multimodal-ai
  tags:
  - '[EMERGING]'
  - '[GUIDE]'
  title: Watch 9 Google videos of Gemini Omni and Gemini 3.5 Flash
  year: '2026'
https://blog.google/innovation-and-ai/models-and-research/google-labs/flow-updates:
  addition_method: automatic
  ai_summary: 'This official update highlights the direct integration of the Gemini
    Omni model into Google Flow and Flow Music to facilitate conversational, agentic
    media development.


    * **Conversational Editing**: Developers and creators can apply iterative text-guided
    edits directly to existing video and audio timelines while preserving characters,
    scenes, and physical continuity.

    * **Cross-Platform Access**: The launch introduces native mobile clients (Android
    and iOS) to democratize high-fidelity multimodal creation across edge environments.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: cc0622bb97252cf64a87c4c07c22c9e6a79ffe9a3024c31799dd4cb82e989982
  description: Google's official announcement detailing the rollout of the Gemini
    Omni Flash model inside Google Flow and Flow Music, alongside the release of native
    mobile apps for on-the-go creative pipelines.
  hierarchy:
  - AI
  - Generative AI
  - Creative Tools
  - Video Generation
  impact_score: 92
  is_microservice: false
  language: en
  last_checked: 1780399410.166017
  reputation_status: Vetted
  reputation_summary: Official Google Labs technical blog announcement. Vetted by
    global media and developer communities as the primary source of truth for Google
    Flow and Flow Music updates.
  resource_type: article
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleFlow-Image.width-1300.jpg
  source_provenance: X.com (GoogleDeepMind)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Gemini Omni Integration in Google Flow and Flow Music
  year: '2026'
https://blog.google/innovation-and-ai/models-and-research/google-research/google-beam-group-meetings:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: Leveraging true-to-life volumetric AI rendering,
    HP Dimension displays, and hardware-accelerated spatial audio, the platform establishes
    natural eye contact and spatial proximity.

    * **Live Grounding**: Early pilots demonstrate that Beam mitigates hybrid communication
    fatigue by accurately mapping spatial sound and non-verbal cues directly to local
    physical seating arrangements.'
  category: ai-agents-mcp
  complexity: advanced
  content_hash: d00a8d06dfdf3e54c65d06f590250b2c424f135d194e7e016a9d9de117624396
  description: Using HP Dimension’s immersive display, Google Beam renders participants
    joining from non-Beam devices in their true size.
  hierarchy:
  - Artificial Intelligence
  - Immersive Technology
  - Spatial Computing
  - Google Beam
  is_microservice: false
  language: en
  last_checked: 1780352942.833697
  reputation_status: Vetted
  reputation_summary: Vetted collaborative hardware/software project with HP Dimension,
    showing high market expectations.
  resource_type: blog_post
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/BeamHero_IO_2026.width-1300.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: collaboration-tools
  tags:
  - EMERGING
  title: A new experiment brings better group meetings to Google Beam
  year: '2026'
https://blog.google/innovation-and-ai/products/identifying-ai-generated-media-online:
  addition_method: automatic
  ai_summary: A deep technical announcement detailing Google's content provenance
    frameworks, centered around the industrial scaling of SynthID to watermark over
    100 billion images and videos and 60,000 years of audio. The document showcases
    how Google leverages C2PA Content Credentials to secure end-to-end media pipelines
    from capture to delivery, alongside launching the Google Cloud AI Content Detection
    API to allow enterprises to verify synthetic media programmatically. It provides
    critical architectural patterns for cloud engineers implementing secure data validation,
    zero-trust media systems, and media pipeline metadata compliance.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: f27646d9376847593d82ba1cbbbda54c3a58734cd7a371fb378d72ac2983fb6b
  description: Google announces major expansions of its SynthID watermarking technology
    and C2PA Content Credentials integrations across Gemini, Chrome, Pixel, and Google
    Cloud APIs.
  hierarchy:
  - Generative AI
  - Content Provenance
  - Security and Compliance
  - SynthID Infrastructure
  impact_score: 88
  is_microservice: false
  language: en
  last_checked: 1780400585.971843
  reputation_status: Vetted
  reputation_summary: An authoritative policy and technological update backed by Google
    DeepMind and Google's Trust & Safety division, co-signed by major AI providers
    like OpenAI.
  resource_type: article
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/FINAL_SOCIAL_HERO.width-1300.png
  source_provenance: X.com (GoogleDeepMind)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: Making it easier to understand how content was created and edited
  year: '2026'
https://blog.google/innovation-and-ai/products/notebooklm/notebooklm-google-io-2026/?linkId=62068662:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: Serves as a premier model for RAG interface
    design, proving that rich developer resources can be successfully queried and
    parsed in real time via structured semantic ingestion.

    * **Live Grounding**: Launched to help developers explore 100+ announcements from
    Google I/O 2026, the tool can ingest YouTube keynotes, slide decks, and blogs,
    synthesizing complex topics into interactive Audio Overviews.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 1ede9c8200f9cc0f2bf51d95c84530a964aa5c3071476c9af7c87238c3e176b7
  description: Google demonstrates the application of NotebookLM as a dynamic index
    for complex multi-format document sets, converting keynotes and slides into an
    interactive query engine.
  hierarchy:
  - Artificial Intelligence
  - Information Retrieval
  - RAG Systems
  - NotebookLM
  is_microservice: false
  language: en
  last_checked: 1780352730.207492
  reputation_status: Vetted
  reputation_summary: Extremely well-received productivity showcase. Regarded by developers
    as an innovative application of semantic search and automated audio summaries
    for structured documentation parsing.
  resource_type: article
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/HelloIO_NotebookLM_social.max-1440x810.png
  source_provenance: X.com (GoogleAI)
  stars: 4
  status: online
  suggested_new_category: ai-productivity
  tags:
  - EMERGING
  - GUIDE
  title: Dive deeper into Google I/O 2026 with NotebookLM
  year: '2026'
https://blog.google/innovation-and-ai/sundar-pichai-io-2026:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: Sundar Pichai’s address formalizes Google''s
    transition to the ''Agentic Gemini Era'', prioritizing ultra-fast inference loops,
    context-preserving state management, and autonomous background execution.

    * **Live Grounding**: Tech community consensus reflects that this keynote cements
    the sunsetting of basic conversational chatbots in favor of persistent, goal-oriented
    agent networks.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: e44d4a3a8535988a7f3c05af36303c928ed2790a4f333f61d5f197caae123028
  description: 'The latest from Google I/O: See how we’re helping you get more done
    with Gemini.'
  hierarchy:
  - Artificial Intelligence
  - Keynote
  - Google I/O 2026
  - Agentic Era
  is_microservice: false
  language: en
  last_checked: 1780352942.833721
  reputation_status: Vetted
  reputation_summary: Highly vetted keynote address defining the industry's strategic
    pivot to the 'agentic era'.
  resource_type: blog_post
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/SundarKeynote_tempsocial.width-1300.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  title: 'Google I/O 2026: Sundar Pichai''s opening keynote'
  year: '2026'
https://blog.google/innovation-and-ai/technology/ai/google-io-2026-all-our-announcements:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: This central compendium catalogs Google''s strategic
    shift from isolated text models to unified, action-oriented agent frameworks like
    Gemini Spark and Antigravity 2.0.

    * **Live Grounding**: Enterprise engineering evaluations confirm that the unified
    API footprint simplifies the deployment of context-aware background agents across
    complex corporate ecosystems.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: ae9e68ea59e36d34b9133057ab9d13d4f9f33fcda2a35f4dbd852be91b326a53
  description: We've been busy! Here’s a rundown of the top announcements, launches
    and demos at I/O 2026.
  hierarchy:
  - Artificial Intelligence
  - Conferences
  - Google I/O 2026
  - Announcements
  is_microservice: false
  language: en
  last_checked: 1780352942.833688
  reputation_status: Vetted
  reputation_summary: Official high-trust Google central index for I/O 2026 releases.
  resource_type: blog_post
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/100_things_Social.width-1300.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  title: 100 things we announced at Google I/O 2026
  year: '2026'
https://blog.google/innovation-and-ai/technology/ai/io-2026-dialogues-recap:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: Key technical sessions at Google I/O 2026 focused
    on multi-agent collaboration, state-of-the-art robotics simulation pipelines,
    and scalable quantum topologies.

    * **Live Grounding**: Developer feedback indicates that these panels provide critical
    foresight into Google''s long-term infrastructure roadmap for distributing complex
    orchestration layers.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: a9f5a634110b8b999b3513960d6b67998563b23caeb5feab24815e430dee6b71
  description: A recap of the 2026 I/O Dialogues, where leaders discuss the future
    of AI, quantum computing, robotics and creativity.
  hierarchy:
  - Artificial Intelligence
  - Conferences
  - Google I/O 2026
  - Dialogues Recap
  is_microservice: false
  language: en
  last_checked: 1780352942.83365
  reputation_status: Vetted
  reputation_summary: Highly vetted official Google announcement detailing strategic
    future outlook from Google I/O 2026 panels [1.1.1].
  resource_type: blog_post
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IO26_Dialogues_3z680sK.max-1440x810.jpg
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  title: 'Google I/O 2026: Highlights from the Dialogues stage'
  year: '2026'
https://blog.google/innovation-and-ai/technology/ai/io-2026-google-ai:
  addition_method: automatic
  ai_summary: 'Curator Insight: Google''s internal campaign serves as an industrial
    case study for embedding multimodal tools directly into creative asset-generation
    pipelines.


    Live Grounding: By combining Google AI Studio, Gemini Omni, and experimental DeepMind
    models, the team accelerated video and animation production—such as the ''Timmy
    TPU'' film—reducing routine turnaround times.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: 028b114291242631945296eb2f4e48f082b72890d170aab73a0879c92ea84453
  description: Google explains how its marketing and engineering teams utilized Gemini
    models to produce assets for Google I/O 2026.
  hierarchy:
  - AI and Machine Learning > Creative AI > Generative Production
  is_microservice: false
  language: en
  last_checked: 1780352953.156119
  reputation_status: Vetted
  reputation_summary: Recognized as a practical showcase of Google's creative AI toolchain
    in production-scale marketing campaigns.
  resource_type: case-study
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AI_IO_social.width-1300.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: creative-ai
  tags:
  - '[CASE STUDY]'
  - '[EMERGING]'
  title: How we used Gemini to build Google I/O 2026
  year: '2026'
https://blog.google/innovation-and-ai/technology/ai/io-2026-keynote-moment-videos:
  addition_method: automatic
  ai_summary: 'Curator Insight: This video index serves as an essential summary of
    Google''s major infrastructure and platform updates for developers tracking 2026
    architectural trends.


    Live Grounding: The 12 segments cover core product releases—including Gemini Spark
    agents and Gemini 3.5 Flash—providing high-density, accessible references to support
    cloud platform strategic decisions.'
  category: demos
  complexity: intermediate
  content_hash: 66fbb063325e7683369ba06e783ffec2656a74ff2e5d598456bb16763193990d
  description: A curated collection of Google I/O 2026 keynote moments, highlighting
    Gemini Omni and Gemini 3.5 Flash.
  hierarchy:
  - AI and Machine Learning > Enterprise AI > Keynote Summaries
  is_microservice: false
  language: en
  last_checked: 1780352953.156212
  reputation_status: Vetted
  reputation_summary: Widely indexed by architects and tech analysts for summarizing
    key platform updates and infrastructure milestones.
  resource_type: video
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/KW_KNH_SS.width-1300.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: keynote-summaries
  tags:
  - '[EMERGING]'
  title: Catch up on 12 major I/O 2026 moments
  year: '2026'
https://blog.google/innovation-and-ai/technology/ai/io-2026-vibe-coded-quiz:
  addition_method: automatic
  ai_summary: 'Curator Insight: This demonstration exemplifies the ''vibe coding''
    trend, shifting software creation from semantic syntax coding to iterative, natural-language
    dialogs with LLMs.


    Live Grounding: Built by a non-technical editor, the interactive application showcases
    Google AI Studio''s Antigravity coding agent, allowing rapid prototyping and direct
    deployment of simple web elements through prompt engineering.'
  category: demos
  complexity: beginner
  content_hash: ad2bcef41b342c230c03967e525d39099c60317653e1392e1b169264b64c9295
  description: An interactive web quiz built in Google AI Studio demonstrating prompt-based
    software prototyping.
  hierarchy:
  - Software Development > No-Code > Vibe Coding
  is_microservice: false
  language: en
  last_checked: 1780352953.156158
  reputation_status: Vetted
  reputation_summary: Cited across developer blogs as a demonstration of natural-language
    application prototyping, popularizing the term 'vibe coding'.
  resource_type: demo
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IOQuiz2026_social.max-1440x810.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: no-code-development
  tags:
  - '[COMMUNITY-TOOL]'
  - '[EMERGING]'
  title: Take our I/O 2026 quiz, vibe coded in Google AI Studio
  year: '2026'
https://blog.google/innovation-and-ai/technology/ai/university-waterloo-labs:
  addition_method: automatic
  ai_summary: 'Curator Insight: This academic collaboration highlights how early-stage
    engineers can leverage standardized, cloud-hosted API models to tackle accessibility
    and learning barriers.


    Live Grounding: Students at the Waterloo Futures Lab developed physical and software
    prototypes, including interactive sign language interpreters, illustrating how
    public LLM accessibility accelerates social impact engineering.'
  category: elearning
  complexity: beginner
  content_hash: a105a1f7c9c14526983703a7b18f90dbad5660c4889a440a2a0e42f464e69df3
  description: An educational showcase of students building AI-driven prototypes like
    sign language tutors at the University of Waterloo.
  hierarchy:
  - AI and Machine Learning > Education Technology > Prototypes
  is_microservice: false
  language: en
  last_checked: 1780352953.15619
  reputation_status: Vetted
  reputation_summary: The initiative has been positively reviewed by academic and
    community-led AI organizations as a model for university-industry collaborative
    research.
  resource_type: case-study
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/FutureLabs_social.max-1440x810.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: academic-collaborations
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  title: Students prototype learning tools with AI at University of Waterloo
  year: '2026'
https://blog.google/innovation-and-ai/technology/developers-tools/google-io-2026-collection:
  addition_method: automatic
  ai_summary: An exhaustive collection of news and product releases from Google I/O
    2026, showcasing the shift towards the 'Agent-First' era. Key announcements include
    the launch of Gemini Omni, Gemini 3.5 Flash, Gemini for Science, and Google Antigravity,
    an agent-first application development platform. These updates represent a significant
    progression from assist-based AI tools to proactive executing agents within cloud
    ecosystems.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: c04182e56c2b13985097d054c03307a01c68497ac07634e3d52d6c3c32faae76
  description: Google's central announcements from I/O 2026, showcasing agent-first
    AI development models.
  hierarchy:
  - AI
  - Generative AI
  - Agentic AI Frameworks
  is_microservice: false
  language: en
  last_checked: 1780352932.853199
  reputation_status: Vetted
  reputation_summary: Highly anticipated annual developer conference. The announcements
    surrounding Gemini 3.5, Gemini Omni, and Google Antigravity have been met with
    widespread community enthusiasm and deep discussion on tech-focused channels.
  resource_type: Article
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IOCollection_social.max-1440x810.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: ai-platforms
  tags:
  - EMERGING
  - GUIDE
  title: 'Google I/O 2026: News and announcements'
  year: '2026'
https://blog.google/innovation-and-ai/technology/research/gemini-for-science-io-2026/?linkId=61968100:
  addition_method: automatic
  ai_summary: Announced at Google I/O 2026, Gemini for Science represents a deep-tech
    initiative designed to accelerate fundamental discovery using AI agents. Grounded
    by papers published in Nature (featuring tools like Co-Scientist and AlphaEvolve),
    the article highlights real-world partner integrations in pharmaceutical development
    and scientific analysis. It outlines how the 'Science Skills' bundle connects
    LLMs with tools like AlphaFold and PubChem to automate genomic and structural
    bioinformatics workflows.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: db30103b70ad0fa134f6343e5ce7d593a864ce15aa0b7bf1b758111914d4f24f
  description: Official Google Blog post detailing Gemini for Science tools, experiments,
    and partner workflows designed to expand the scale and precision of scientific
    exploration.
  hierarchy:
  - Artificial Intelligence
  - AI for Science
  - Google Cloud AI
  - Academic Research
  is_microservice: false
  language: English
  last_checked: 1780352302.456722
  reputation_status: Vetted
  reputation_summary: Official Google announcement detailing validated research workflows
    and scientific model integrations.
  resource_type: blog
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/science__keyword__blog-header.width-1300.jpg
  source_provenance: X.com (GoogleAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - CASE STUDY
  - EMERGING
  title: 'Gemini for Science: AI Experiments and Tools for a New Era of Discovery'
  year: '2026'
https://blog.google/products-and-platforms/products/google-one/google-ai-subscriptions:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: Introducing the $100/month AI Ultra tier introduces
    a structured economic model designed specifically to accommodate the heavy token
    usage of advanced developers.

    * **Live Grounding**: Financial and architectural analysis indicates that transitioning
    from hard prompt caps to a compute-allocated token metering model provides a highly
    predictable Cost of Goods Sold (COGS) for building on frontier models.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: a8ed7013897ebdf7818a9f8fe7460ca4af1e9e0f492452e529b36bd7e205062f
  description: Introducing a $100 AI Ultra plan — plus, new features and benefits
    for Google AI Plus, Pro and Ultra subscribers.
  hierarchy:
  - Artificial Intelligence
  - Subscriptions
  - FinOps
  - Developer Economics
  is_microservice: false
  language: en
  last_checked: 1780352942.833746
  reputation_status: Vetted
  reputation_summary: Highly discussed economic restructuring introducing compute-based
    token pricing with strong validation.
  resource_type: blog_post
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/I_O_Subs_social_share_image_1.width-1300.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: finops
  tags:
  - GUIDE
  title: Google AI subscription updates from Google I/O 2026
  year: '2026'
https://blog.google/products-and-platforms/products/search/ai-mode-us-insights:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: One year post-deployment, Google''s ''AI Mode''
    transition illustrates a major architectural pivot towards intent-based, long-context
    reasoning instead of literal keyphrase mapping.

    * **Live Grounding**: Real-world search logs demonstrate that conversational interfaces
    encourage multi-step structured queries, forcing search engines to integrate real-time
    multi-source reasoning trees.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: efffdba81128330eb693dae6e43814981e571650e5f75f35993efb70a2ce8216
  description: One year after launch, see how AI Mode’s users are shifting from keywords
    to natural language queries.
  hierarchy:
  - Artificial Intelligence
  - Search Engines
  - Natural Language Processing
  - AI Search
  is_microservice: false
  language: en
  last_checked: 1780352942.833705
  reputation_status: Vetted
  reputation_summary: First-party analytics showing behavioral shift trends with positive
    academic and industrial acknowledgment.
  resource_type: blog_post
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AI_Mode_US.width-1300.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: search-technologies
  tags:
  - CASE STUDY
  title: How AI Mode is changing and expanding the way people search
  year: '2026'
https://blog.google/products-and-platforms/products/search/search-io-2026:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: Deploying multi-stage AI search agents transforms
    static content index retrieval into an active planning and programmatic execution
    workflow.

    * **Live Grounding**: User telemetry confirms that the engine''s capability to
    output customized layouts with interactive trackers, simulators, and checklists
    drastically improves complex research times.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: 62fcd1f6b728f8c868dc36b8fa9646ea451e49cab5be29217dfde1a9e7b1cf4f
  description: We shared the next step in our journey to bring together the best of
    a search engine with the best of AI.
  hierarchy:
  - Artificial Intelligence
  - Search Engines
  - AI Search
  - Agentic Retrieval
  is_microservice: false
  language: en
  last_checked: 1780352942.833738
  reputation_status: Vetted
  reputation_summary: Highly trusted official launch documenting search capability
    shift.
  resource_type: blog_post
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Search_AI_and_search_engine_v46_16x9_1.width-1300.jpg
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: search-agents
  tags:
  - ENTERPRISE-STABLE
  title: 'Google Search''s I/O 2026 updates: AI agents and more'
  year: '2026'
https://blog.google/products-and-platforms/products/workspace/workspace-updates:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: The introduction of Google Pics and the ''Live''
    voice capabilities across Docs and Gmail signals a major step toward deeply integrated,
    cross-app agentic micro-actions.

    * **Live Grounding**: Developer feedback highlights the utility of the collaborative
    Canvas canvas model, allowing simultaneous human and agentic edits on vector graphics
    directly within enterprise workspaces.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: 0e1c7b2f0e23c89771b76e10fb3bb8f0ab156b0b4c6bc5b221359fe5645979da
  description: Announcing new voice capabilities in Gmail, Docs and Keep, a new design
    tool called Google Pics and updates to AI Inbox.
  hierarchy:
  - Artificial Intelligence
  - Collaboration Tools
  - Google Workspace
  - Agentic Workflows
  is_microservice: false
  language: en
  last_checked: 1780352942.833713
  reputation_status: Vetted
  reputation_summary: Highly anticipated release of Google Pics and Live collaboration
    capabilities with positive tester reception.
  resource_type: blog_post
  social_preview_url: https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleWorkspace-IO.width-1300.png
  source_provenance: RSS Feed (AI)
  stars: 4
  status: online
  suggested_new_category: collaborative-ai
  tags:
  - ENTERPRISE-STABLE
  title: New ways to create and get stuff done in Google Workspace
  year: '2026'
https://blog.gopaddle.io/2021/04/01/strange-things-you-never-knew-about-kubernetes-configmaps-on-day-one:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029590.120438
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.gopaddle.io: Strange things you never knew about Kubernetes ConfigMaps'
    on day one \U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.gopaddle.io:
    Strange things you never knew about Kubernetes ConfigMaps' on day one \U0001F31F\U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.gougousis.net/file-permissions-the-painful-side-of-docker:
  description: '- ["Excellent description of user ids and access rights in Docker;
    it’s a non trivial issue and there’s no silver bullet other than to avoid running
    your containers with a privileged user. As a bonus, I personally like openshift
    approach (random UIDs belonging to the super user GID)"](https://x.com/agarcia)'
  year: '2021'
  stars: 4
  ai_summary: Dissects the persistent pain of host-vs-container file permissions in
    Linux volumes. Showcases the OpenShift-inspired random UID design paradigm as
    an elegant architectural mechanism to remediate root privilege escalation vectors.
  language: English
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Security
  - Linux Internals
  - Permissions & Users
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "blog.gougousis.net: File Permissions: the painful side of Docker \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://blog.greenroots.info/how-not-to-use-git-in-practice-ten-git-usages-you-should-know-to-avoid:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029565.429637
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.greenroots.info: How NOT to use Git in Practice. Ten Git usages, you''
    should know to avoid'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.greenroots.info:
    How NOT to use Git in Practice. Ten Git usages, you'' should know to avoid in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.griddynamics.comdeveloping-a-modular-pipeline-library-to-improve-devops-collaboration:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032038.99948
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.griddynamics.com: Developing a modular pipeline library to improve''
    DevOps collaboration'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.griddynamics.com:
    Developing a modular pipeline library to improve'' DevOps collaboration in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.gruntwork.io/a-comprehensive-guide-to-managing-secrets-in-your-terraform-code-1d586955ace1:
  addition_method: manual
  content_hash: 935b612b7e5330a121d376233941de6ed474f1fc4e99aa7cfed204e57f57201b
  description: ''
  health_score: 100.0
  last_checked: 1779031544.034438
  stars: 0
  status: online
  title: "==blog.gruntwork.io: A comprehensive guide to managing secrets in your Terraform'
    code== \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://blog.gruntwork.io/how-to-manage-multiple-environments-with-terraform-32c7bc5d692:
  addition_method: manual
  content_hash: 03c0208ab6f794d3a785a19f027de6971e11993405a434e3ee12d391bcb60b99
  description: ''
  health_score: 100.0
  last_checked: 1779030531.850409
  stars: 0
  status: online
  title: "==blog.gruntwork.io: How to manage multiple environments with Terraform=='
    \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://blog.gruntwork.io/how-to-use-terraform-as-a-team-251bc1104973:
  addition_method: manual
  content_hash: dd4c9dd1812a29386c9e4ee994349ed39aa849132b38a4053643810961472174
  description: ''
  health_score: 100.0
  last_checked: 1779033092.636563
  stars: 0
  status: online
  title: 'blog.gruntwork.io: How to use Terraform as a team'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://blog.gruntwork.io/introducing-git-xargs-an-open-source-tool-to-update-multiple-github-repos-753f9f3675ec:
  addition_method: manual
  content_hash: a118bd30e118b7fca5e125d64e3d0ac4d6b08de582f3734188af32f07f0da3f5
  description: ''
  health_score: 100.0
  last_checked: 1779032198.343167
  stars: 0
  status: online
  title: 'blog.gruntwork.io: Introducing git-xargs: an open source tool to update''
    multiple GitHub repos'
  v1_locations:
  - docs/git.md
  year: N/A
https://blog.gruntwork.io/introducing-the-gruntwork-module-service-and-architecture-catalogs-eb3a21b99f70:
  addition_method: manual
  content_hash: 1f2bc141169d94e71efbbb48ac806230ddce8425e0794ce811510be8b361b3c4
  description: ''
  health_score: 100.0
  last_checked: 1779032732.20487
  stars: 0
  status: online
  title: 'blog.gruntwork.io: Introducing: The Gruntwork Module, Service, and Architecture''
    Catalogs'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://blog.gruntwork.io/terraform-tips-tricks-loops-if-statements-and-gotchas-f739bbae55f9:
  addition_method: manual
  content_hash: c0bd066f3513f9951cf13b7c67920709ca8f16b3f0a7f81a19e3fbac3877a1bb
  description: ''
  health_score: 100.0
  last_checked: 1779029169.10788
  stars: 0
  status: online
  title: '==blog.gruntwork.io: Terraform tips & tricks: loops, if-statements, and''
    gotchas=='
  v1_locations:
  - docs/terraform.md
  year: N/A
https://blog.gruntwork.io/why-we-use-terraform-and-not-chef-puppet-ansible-saltstack-or-cloudformation-7989dad2865c:
  addition_method: manual
  content_hash: 23ea27bb5350b33fe078b6e450dd1da780baeb3a7c624cc2bd51def5ca0e0be6
  description: ''
  health_score: 100.0
  last_checked: 1779033697.466407
  stars: 0
  status: online
  title: Why we use Terraform and not Chef, Puppet, Ansible, SaltStack, or CloudFormation
  v1_locations:
  - docs/terraform.md
  year: N/A
https://blog.gskinner.com/archives/2022/01/flutter-easily-add-ci-testing-with-github-actions.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical implementation blueprint for integrating Flutter automated
    testing pipelines within GitHub Actions. Outlines configuration paradigms for
    environment caching, automated test suite execution, and artifact compilation.
    Significantly minimizes manual pre-flight validation overhead for cross-platform
    workflows.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Mobile CI/CD
  - Flutter Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.gskinner.com: Flutter: Easily add CI testing with GitHub Actions'
  addition_method: manual
  v2_locations:
  - git.md
https://blog.gurock.com/what-is-devtestops:
  addition_method: manual
  content_hash: 2139f1c6dea772bdc996a2479def6c1f6f0502d04cac10f709fbfc1086fc299c
  description: ''
  health_score: 100.0
  last_checked: 1779033102.35605
  stars: 0
  status: online
  title: '==blog.gurock.com: What Is DevTestOps?=='
  v1_locations:
  - docs/testops.md
  year: N/A
https://blog.guybarrette.com/powershell-prompt-how-to-display-your-current-kubernetes-context-using-oh-my-posh-3:
  addition_method: manual
  content_hash: 322db1d92e2eb99a3de03d1b1b92579ed51efa9167248e89212cd55c70312e86
  description: ''
  health_score: 100.0
  last_checked: 1779032754.243286
  stars: 0
  status: online
  title: "blog.guybarrette.com: Powershell prompt: How to display your current Kubernetes'
    context using Oh-My-Posh 3 \U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://blog.harbur.io/demystifying-stateful-apps-on-kubernetes-by-deploying-an-etcd-cluster-b85bf8c16fea:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: A deep dive into stateful mechanics by manually building and scaling
    an etcd cluster inside Kubernetes. Demystifies headless Services, Pod IDs, and
    Persistent Volumes. Though modern architectures prefer automated Operators, this
    serves as a fundamental learning tool for stateful storage dynamics.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Storage
  - Stateful Applications
  - Etcd Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.harbur.io: Demystifying stateful apps on Kubernetes by deploying an
    etcd cluster'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.harbur.iothe-seven-steps-to-build-a-cloud-native-ci-cd-for-github-repos-using-tekton-31a445a3bde:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031458.494252
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.harbur.io: The Seven Steps to build a Cloud Native CI/CD for GitHub''
    repos using Tekton'
  v1_locations:
  - docs/tekton.md
  v2_locations:
  - tekton.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.harbur.io:
    The Seven Steps to build a Cloud Native CI/CD for GitHub'' repos using Tekton
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.heaphero.io:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical analysis and troubleshooting advice targeting Java OutOfMemoryErrors.
    Discusses using automated heap analysis to pinpoint classloader leaks, redundant
    data allocations, and memory bloat.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - JVM Architecture
  - Memory Management
  - Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.heaphero.io: HeapHero - Java & Android Heap Dump Analyzer'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://blog.heaphero.io/2020/10/16/what-is-gc-log-thread-dump-and-heapdump:
  addition_method: manual
  content_hash: 559a9bd9d174e6ca3fb64b21c6115215522e36121bab8995b4d7c7efa055fc58
  description: ''
  health_score: 100.0
  last_checked: 1779031927.590228
  review_metadata:
    original_url: https://blog.heaphero.io/2020/10/16/what-is-gc-log-thread-dump-and-heapdump
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.003193'
  stars: 0
  status: online
  title: "blog.heaphero.io: What is GC Log, thread dump and Heapdump? \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  year: N/A
https://blog.heptio.com/kubectl-shell-autocomplete-heptioprotip-48dd023e0bf3:
  description: ''
  addition_method: manual
  content_hash: f51b724db1b07500464e468f00b7cbbaaeebf13dc732f713a0ba9aab868a0cc0
  health_score: 100.0
  last_checked: 1779030433.805342
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2026'
  ai_summary: A deep dive into setting up shell autocomplete for 'kubectl' across
    Bash, Zsh, and fish environments. From an operational efficiency perspective,
    autocompletion queries API resources dynamically, minimizing context switching
    and reducing manual spelling errors during incident response.
  language: Shell
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Kubernetes
  - CLI & Debugging
  is_microservice: false
  title: kubectl Shell Autocomplete
https://blog.heroku.com/monolithic-applications-into-services:
  addition_method: manual
  content_hash: 386f9bffe1485db033d860396b08009aae2e76a6a245a48f1dce0b1b623f75ab
  description: ''
  health_score: 100.0
  last_checked: 1779033428.901129
  stars: 0
  status: online
  title: 'blog.heroku.com: Deconstructing Monolithic Applications into Services'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://blog.heyal.co.uk/unit-testing-helm-charts:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep technical look into executing unit testing on Helm chart outputs
    using Go tests instead of simple bash scripts. Ensures template logic parses properly
    and conforms to runtime requirements prior to deploy.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Testing
  - Unit Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.heyal.co.uk: How to unit-test your helm charts with Golang \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://blog.httpwatch.com/2015/01/16/a-simple-performance-comparison-of-https-spdy-and-http2/comment-page-1:
  addition_method: manual
  content_hash: 0a6525f7b57befcd65510b8f15d56af33f4752b6d07fd5f1a25ac528af3f86e7
  description: ''
  health_score: 100.0
  last_checked: 1779032172.11741
  needs_ai_refresh: true
  stars: 0
  title: "A Simple Performance Comparison of HTTPS, SPDY and HTTP/2 \U0001F31F"
  v1_locations:
  - docs/networking.md
  year: N/A
https://blog.hubspot.com/marketing/ipaas-vendors:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An industry survey of 22 leading iPaaS platforms. It contrasts heavy
    enterprise offerings like MuleSoft and Workato with modern developer-centric alternatives.
    Evaluates features such as pre-built connectors, low-code interface flexibility,
    data translation capabilities, and target developer personas.
  language: N/A
  resource_type: Market Analysis
  complexity: Beginner
  hierarchy:
  - Enterprise Integration
  - iPaaS
  - Market Review
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.hubspot.com: The 22 Best iPaaS Vendors for Any Budget'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://blog.hubspot.com/website/api-gateway-vs-load-balancer:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Contracts the key functional boundaries between an API Gateway and a
    traditional Load Balancer. While a load balancer acts on Layer 4 or Layer 7 to
    distribute incoming raw network traffic uniformly across targets, an API gateway
    is application-aware, performing protocol translation, rate-limiting, authentication,
    and request orchestration. This clarification is key when designing layered public-facing
    ingress networks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Gateways
  - Architecture Comparisons
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'blog.hubspot.com: API Gateway vs. Load Balancer: What''s The Difference?'
  addition_method: manual
  v2_locations:
  - api.md
https://blog.hubspot.es/marketing/matriz-raci:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Spanish guide explaining the deployment of RACI matrices to structure
    large-scale digital initiatives. Demonstrates templates and practical examples
    to map stakeholder communication strategies, avoiding operational bottlenecking
    during critical release cycles.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Project Management
  - Governance
  - RACI Matrix
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.hubspot.es: Matriz RACI: qué es y cómo utilizarla para asignar responsabilidades'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://blog.hubspot.es/sales/producto-minimo-viable:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A 3-step Spanish guide for planning and executing an MVP. Details strategies
    to prioritize core features, validate assumptions through immediate customer telemetry,
    and iterate based on quantitative post-launch metrics.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Product Management
  - Methodology
  - Minimum Viable Product
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.hubspot.es: MVP: 3 pasos para desarrollar un Producto mínimo viable'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://blog.identitydigest.com/azuread-federate-k8s:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032400.158029
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==blog.identitydigest.com: Azure AD workload identity federation with Kubernetes=='
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==blog.identitydigest.com:
    Azure AD workload identity federation with Kubernetes== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.inedo.com/devops/top-50-docker-tools:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This curated overview evaluates 50 critical tools in the Docker ecosystem,
    categorizing them across orchestration, monitoring, registry management, and local
    development. It provides an architectural map for platform engineers looking to
    design custom container toolchains by comparing complementary utilities. The guide
    remains valuable for identifying alternative runtimes, security scanners, and
    automated deployment helpers.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Infrastructure
  - Containerization
  - Tool Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Top 50 Docker Tools
  addition_method: manual
  v2_locations:
  - docker.md
https://blog.inedo.com/top-50-docker-tools:
  addition_method: manual
  content_hash: a0dcb2cd9ba8c0791271684dabb912ecd168d1711a53c4fdebbb2cf604815970
  description: ''
  health_score: 100.0
  last_checked: 1779030034.539292
  stars: 0
  status: online
  title: Top 50 Docker Tools
  v1_locations:
  - docs/docker.md
  year: N/A
https://blog.insight-services-apac.dev/2023/12/04/getting-started-bicep:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A foundational exploration of Azure Bicep designed to ease the onboarding
    ramp from legacy ARM templates. Emphasizes cleaner declarative syntax, structural
    modularization, and native integration with Azure CLI/PowerShell workflows.
  language: Bicep
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Azure Bicep
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'insight-services-apac.github.io: Getting Started with Bicep'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.ionelmc.ro/2015/01/02/speedup-pip-install:
  description: ''
  year: '2015'
  stars: 2
  ai_summary: Curator Insight details early strategies for accelerating pip package
    installation times using HTTP caching proxies. Live Grounding reveals that modern
    package management tools (like 'uv' and optimized caching protocols in current
    pip versions) natively resolve these network bottlenecks, rendering legacy HTTP-cache
    hacks largely obsolete but educationally significant.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Python
  - Package Management
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Speed up pip install
  addition_method: manual
  v2_locations:
  - python.md
https://blog.isaack.io/articles/2016-08/Jenkins-CICD-Getting-Started-With-Groovy-Part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031591.538216
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Jenkins CICD Getting started with Groovy and Docker Containers —''
    Part 1'
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Jenkins CICD Getting started with Groovy and Docker Containers —'' Part 1 in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.ivnilv.com/posts/rotating-kops-etcd-certificates:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A technical troubleshooting guide mapping out the precise sequence required
    to rotate internal etcd client and peer certificates within a running, Kops-managed
    cluster. Addresses avoidance of control plane downtime and potential etcd split-brain
    scenarios during CA transitions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Provisioning
  - Deployment Tools
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.ivnilv.com: Rotating Kops Etcd Certificates'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://blog.jcprz.com/my-tips-to-pass-the-cka-exam-and-whats-next-8df2c3d38a7e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032337.37932
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.jcprz.com: My tips to pass the CKA exam and what’s next'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.jcprz.com:
    My tips to pass the CKA exam and what’s next in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.jessfraz.com/post/hard-multi-tenancy-in-kubernetes:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A seminal blog post on hard multi-tenancy. Explores hypervisor-level
    container runtimes (such as gVisor and Kata Containers) to isolate tenants sharing
    a host OS kernel.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Hard Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.jessfraz.com: Hard Multi-Tenancy in Kubernetes (2018)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.jetbrains.com/dotnet/2021/07/19/getting-started-with-asp-net-core-and-grpc:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Presents a technical guide on configuring high-performance gRPC services
    using ASP.NET Core. Details protobuf schema creation, client generation, and HTTP/2
    connection pooling to achieve ultra-low latency between microservices.
  language: C#
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - .NET Framework
  - gRPC Communication
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.jetbrains.com: Getting Started with ASP.NET Core and gRPC'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://blog.jetbrains.com/teamcity/2019/03/configuration-as-code-part-1-getting-started-with-kotlin-dsl:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A deep-dive engineering guide on leveraging JetBrains' Kotlin DSL to
    define and maintain continuous integration configurations. Focuses on code reusability,
    modular inheritance, and programmatic pipeline generation.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Enterprise Suites
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.jetbrains.com: Configuration as Code, Part 1: Getting Started with
    Kotlin DSL'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://blog.jetstack.io/blog/istio-oidc:
  addition_method: manual
  content_hash: be39845930a3d6afe74db883ff6be9f102e627caa67b028487b1c8954e77c821
  description: ''
  health_score: 100.0
  last_checked: 1779032583.553684
  stars: 0
  status: online
  title: 'blog.jetstack.io: Istio OIDC Authentication'
  v1_locations:
  - docs/demos.md
  - docs/istio.md
  year: N/A
https://blog.jimmyray.io/discover-k8s-through-its-apis-e2f90937a19f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033844.587341
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.jimmyray.io: Discover K8s Through Its APIs'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.jimmyray.io:
    Discover K8s Through Its APIs in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.jimmyray.io/kubernetes-workload-identity-with-aws-sdk-for-go-v2-927d2f258057:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034238.013102
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.jimmyray.io: Kubernetes Workload Identity with AWS SDK for Go v2'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.jimmyray.io:
    Kubernetes Workload Identity with AWS SDK for Go v2 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.joda.org/2018/09/do-not-fall-into-oracles-java-11-trap.html:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A highly discussed warning article regarding the commercial risks associated
    with using Oracle JDK 11 without a paid subscription. The piece strongly urges
    teams to migrate standard JVM deployments to community OpenJDK distributions to
    maintain licensing compliance.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Java Ecosystem
  - Licensing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Oracle's Java 11 trap - Use OpenJDK instead! \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
  - java_frameworks.md
https://blog.johnfolberth.com:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A high-quality resource portal presenting architectural patterns and
    troubleshooting strategies for Azure-centric DevOps platforms. 2026 analysis shows
    this blog is a valuable community resource for engineers designing multi-tenant
    enterprise configurations, implementing compliance boundaries, and configuring
    YAML-based continuous delivery engines.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud DevOps
  - Platform Engineering
  - Azure DevOps Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.johnfolberth.com: Resources and posts for those figuring out DevOps
    in Azure'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.jooq.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The premier engineering blog for the jOOQ framework. Explores advanced
    SQL query generation, type-safe persistence, optimizer bypasses, and JVM database
    integration paradigms.
  language: Java
  resource_type: Engineering Blog
  complexity: Advanced
  hierarchy:
  - SQL
  - ORM & Query Builders
  - Java Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: blog.jooq.org
  addition_method: manual
  v2_locations:
  - databases.md
https://blog.joshgav.com/posts/cluster-level-multitenancy:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Synthesizes advanced platform patterns for slice-based API multitenancy.
    Argues that virtualized control planes represent the most scalable approach for
    complex multi-user setups.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Virtual Clusters
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.joshgav.com: Clusters for all! - 16 May 2022 on Multitenancy, Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.jromanmartin.io/2020/09/25/how-upgrade-strimzi-operator.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical operational guide focused on executing safe command-line
    upgrades of the Strimzi Kafka Operator on active clusters. It steps through updating
    Custom Resource Definitions (CRDs), applying modified RBAC resources, updating
    the Operator Deployment manifests, and verifying cluster reconciliation states
    to ensure zero downtime for dependent message streams.
  language: Shell
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Operators
  - Strimzi
  - Day-2 Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.jromanmartin.io: How to upgrade Strimzi Operator using the CLI'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://blog.jromanmartin.io/cheat-sheets:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An architecture-focused blog explaining how to coordinate Apache ActiveMQ,
    Kafka, Strimzi operators, and CodeReady Containers in Kubernetes environments.
    It provides real-world patterns for building resilient, event-driven microservices.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Messaging Systems
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.jromanmartin.io: ActiveMQ, Kafka, Strimzi and CodeReady Containers'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://blog.kasten.io/10-key-takeaways-from-kubernetes-backup-recovery-for-dummies:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031458.528487
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.kasten.io: 10 Key Takeaways from Kubernetes Backup & Recovery For Dummies'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io:
    10 Key Takeaways from Kubernetes Backup & Recovery For Dummies in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kasten.io/aks-and-storage-how-to-design-storage-for-cloud-native-applications:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032884.363278
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.kasten.io: AKS and Storage: How to Design Storage for Cloud Native''
    Applications'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io:
    AKS and Storage: How to Design Storage for Cloud Native'' Applications in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kasten.io/aks-and-storage-performance-differences-among-kubernetes-storage-services:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029340.906799
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.kasten.io: AKS and Storage: Performance Differences Among K8s Storage''
    Services'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io:
    AKS and Storage: Performance Differences Among K8s Storage'' Services in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kasten.io/benchmarking-kubernetes-storage-with-kubestr:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029594.272005
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.kasten.io: Benchmarking and Evaluating Your Kubernetes Storage with''
    Kubestr'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io:
    Benchmarking and Evaluating Your Kubernetes Storage with'' Kubestr in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kasten.io/concepts-behind-terraform-and-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029067.984534
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.kasten.io: Working with Kubernetes and Terraform Part 1: Concepts Behind''
    Terraform and Kubernetes'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io:
    Working with Kubernetes and Terraform Part 1: Concepts Behind'' Terraform and
    Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kasten.io/move-fast-and-test-in-kubernetes-without-breaking-things:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031393.018609
  stars: 0
  title: "blog.kasten.io: Move Fast and Test in Kubernetes without Breaking Things'
    with kanister and CI/CD \U0001F31F"
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://blog.kasten.io/posts/extending-kubernetes-application-backup-and-mobility-to-the-edge-with-kasten-k10-v4.5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030970.907039
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.kasten.io: Extending Kubernetes Application Backup and Mobility to''
    the Edge with Kasten K10 V4.5'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io:
    Extending Kubernetes Application Backup and Mobility to'' the Edge with Kasten
    K10 V4.5 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kasten.io/ransomware-protection-kasten-k10-v4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031510.459376
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.kasten.io: Kubernetes Ransomware Protection with Kasten K10 v4.0'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.kasten.io:
    Kubernetes Ransomware Protection with Kasten K10 v4.0 in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kintone.io/entry/2021/01/14/160935:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Case study analyzing Kintone's custom internal orchestrator designed
    to perform massive, coordinated node reboots. Highlights how declarative scheduling
    patterns, combined with Pod Disruption Budgets, prevent traffic degradation during
    rolling bare-metal maintenance runs.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Node Management
  - Declarative Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.kintone.io: Rebooting a LOT of Kubernetes nodes in a declarative way'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.kintone.io/entry/neco-registry:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Case study analyzing how to deploy failure-tolerant private registries
    in high-availability environments. Explains how to set up resilient storage layers,
    handle replication synchronization, and use local pull-through caching to shield
    nodes from upstream network outages.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Registry
  - High Availability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.kintone.io: Tolerating failures in container image registries \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.kintone.io/entry/pvc-autoresizer:
  description: ''
  addition_method: manual
  content_hash: 3757cb8ec2d890fd3d87cca669ebd9866c0d3bf071784219650412a1bb97ae81
  health_score: 100.0
  last_checked: 1779034336.832309
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An introductory case study and engineering blog post detailing the motivation
    behind building pvc-autoresizer. It walks through disk capacity challenges and
    the architecture of using Prometheus alerts to trigger CSI-driven volume expansion.
  language: Markdown
  resource_type: Article
  complexity: Simple
  hierarchy:
  - Storage
  - Volume Management
  - Developer Education
  is_microservice: false
  title: 'blog.kintone.io: Introducing pvc-autoresizer'
https://blog.kloia.com/karpenter-cluster-autoscaler-76d7f7ec0d0e:
  description: ''
  addition_method: manual
  content_hash: dc456b0ec8f845235e47996b50b5d31f93c19b576a78dd7534b50746a05e6bf2
  health_score: 100.0
  last_checked: 1779031388.866086
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: This practical guide walks through configuring Karpenter on AWS EKS.
    It outlines essential IAM roles, Helm deployment values, and Karpenter 'Provisioner'
    (NodePool) definitions. A structured onboarding resource for platform engineers
    transitioning away from Kubernetes Cluster Autoscaler.
  language: English
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Autoscaling
  - Resource Provisioning
  - Tutorials
  is_microservice: false
  title: 'blog.kloia.com: Karpenter Cluster Autoscaler'
https://blog.knell.it/commands-kubernetes-should-adopt-from-red-hat-openshift:
  addition_method: manual
  content_hash: 31cbfb4c1c83b83ba281bc9c10568cd543279227e913f2858dce892363838926
  description: ''
  health_score: 100.0
  last_checked: 1779031568.535681
  stars: 0
  status: online
  title: '==blog.knell.it: Commands Kubernetes should adopt from Red Hat OpenShift=='
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.knell.it/making-your-helm-chart-observable-for-prometheus:
  addition_method: manual
  content_hash: 41413740ec2d252a223a3474acdc4e253862a7f7915ac34606887f7642ec1d1c
  description: ''
  health_score: 100.0
  last_checked: 1779033093.580047
  stars: 0
  status: online
  title: 'blog.knell.it: Making your Helm Chart observable for Prometheus'
  v1_locations:
  - docs/helm.md
  year: N/A
https://blog.knoldus.com/introduction-to-kubernetes-deployment-strategies:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031898.122773
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.knoldus.com: Introduction to Kubernetes Deployment Strategies'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.knoldus.com:
    Introduction to Kubernetes Deployment Strategies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.knoldus.com/introduction-to-kubernetes-deployment-strategies-part-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034336.066072
  stars: 0
  title: 'blog.knoldus.com: Introduction to Kubernetes Deployment Strategies – Part''
    2'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blog.knoldus.com/monitoring-kafka-with-prometheus-and-grafana:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034330.411969
  v1_locations:
  - docs/monitoring.md
https://blog.kubecost.com/blog/aks-cost:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031796.642228
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.kubecost.com: AKS Cost Monitoring and Governance With Kubecost'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.kubecost.com:
    AKS Cost Monitoring and Governance With Kubecost in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kubecost.com/blog/announcing-kubecost-first-round:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033806.368262
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.kubecost.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kubecost.com/blog/kubernetes-kops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029132.948126
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.kubecost.com: Kubernetes kOps: Step-By-Step Example & Alternatives'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.kubecost.com:
    Kubernetes kOps: Step-By-Step Example & Alternatives in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kubecost.com/blog/kubernetes-labels:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031064.587578
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.kubecost.com: The Guide to Kubernetes Labels'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.kubecost.com:
    The Guide to Kubernetes Labels in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kubecost.com/blog/kubernetes-node-affinity:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031910.563618
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.kubecost.com: Kubernetes node affinity: examples & instructions'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.kubecost.com:
    Kubernetes node affinity: examples & instructions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kubecost.com/blog/rancher-vs-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031142.98789
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==blog.kubecost.com: Rancher vs Kubernetes: It’s not either or=='
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==blog.kubecost.com:
    Rancher vs Kubernetes: It’s not either or== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.kubesimplify.com/diy-how-to-build-a-kubernetes-policy-engine:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An advanced, hands-on tutorial that guides readers through building
    a custom Kubernetes policy engine from scratch using Go. Covers hook registration
    with the API server, resource validation workflows, and runtime policy updates.
  language: Go
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Policy Enforcement
  - Custom Controllers
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.kubesimplify.com: DIY: How To Build A Kubernetes Policy Engine'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.kubesimplify.com/getting-started-with-ko-a-fast-container-image-builder-for-your-go-applications:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates `ko`, an open-source image synthesis compiler built to package
    Go applications without requiring Docker or a local daemon. By compiling and pushing
    binaries directly to registries, it simplifies Go-based microservice shipping
    with built-in Software Bill of Materials (SBOM) generation.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Image Synthesis
  - Language-Specific Builders
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.kubesimplify.com: Getting started with ko: A fast container image builder
    for your Go applications'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://blog.kubesimplify.com/moving-code-between-git-repositories-with-copybara:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates Google's Copybara system for transferring and transforming
    code layouts between disparate Git repositories. Highly valuable for orchestrating
    multi-repo synchronization pipelines, especially when bridging public open-source
    forks with secure internal codebases.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Version Control
  - Repository Synchronization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.kubesimplify.com: Moving code between GIT repositories with Copybara
    | Daniele Polencic'
  addition_method: manual
  v2_locations:
  - git.md
https://blog.kubesimplify.com/perform-crud-operations-on-kubernetes-using-golang:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029070.357813
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: '2022'
  ai_summary: Demonstrates utilizing Go and client-go libraries to build programmatically
    driven operations inside Kubernetes clusters. Guides devs through standard CRUD
    commands to lay foundational blocks for building customized operators.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Kubernetes Platform
  - K8s API & Development
  - Golang Client
  is_microservice: false
  title: "blog.kubesimplify.com: Perform CRUD Operations on Kubernetes Using Golang'
    \U0001F31F"
https://blog.kubesimplify.com/yours-kindly-drone:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033024.833459
  stars: 0
  title: '==blog.kubesimplify.com: Yours Kindly Drone=='
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://blog.kumomind.com/what-you-need-to-know-to-debug-a-preempted-pod-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029609.281407
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.kumomind.com: What You Need To Know To Debug A Preempted Pod On Kubernetes'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.kumomind.com:
    What You Need To Know To Debug A Preempted Pod On Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.lealdasilva.com/vmware2proxmox:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032600.704075
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.lealdasilva.com: Why You Should Switch from VMware to Proxmox in 2024'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.lealdasilva.com:
    Why You Should Switch from VMware to Proxmox in 2024 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.learncodeonline.in/everything-about-ansible-variables:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029165.109192
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.learncodeonline.in: Everything about Ansible Variables \U0001F31F"
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.learncodeonline.in:
    Everything about Ansible Variables \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.learncodeonline.in/kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033030.17817
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.learncodeonline.in: Kubernetes! An Architectural Overview'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.learncodeonline.in:
    Kubernetes! An Architectural Overview in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.learncodeonline.in/kubernetes-cluster-deployment-on-centos-linux:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031302.124903
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.learncodeonline.in: Kubernetes Cluster Deployment on CentOS Linux'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.learncodeonline.in:
    Kubernetes Cluster Deployment on CentOS Linux in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.learncodeonline.in/kubernetes-scheduling-daemonset:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031494.378
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.learncodeonline.in: Kubernetes Scheduling - DaemonSet'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.learncodeonline.in:
    Kubernetes Scheduling - DaemonSet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.learncodeonline.in/kubernetes-scheduling-taints-and-tolerations:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033280.395512
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.learncodeonline.in: Kubernetes Scheduling - Taints and Tolerations'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.learncodeonline.in:
    Kubernetes Scheduling - Taints and Tolerations in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.learncodeonline.in/managing-file-operations-with-ansible:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033236.707215
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.learncodeonline.in: Managing File Operations With Ansible \U0001F31F"
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.learncodeonline.in:
    Managing File Operations With Ansible \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.lelonek.me/liveness-and-readiness-probes-for-kubernetes-in-phoenix-application-890e24d0737e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031349.297049
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Liveness and Readiness Probes for Kubernetes in Phoenix application
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Liveness
    and Readiness Probes for Kubernetes in Phoenix application in the Kubernetes Tools
    ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.lightspin.io/nginx-custom-snippets-cve-2021-25742:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031944.910707
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.lightspin.io: NGINX Custom Snippets CVE-2021-25742'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.lightspin.io:
    NGINX Custom Snippets CVE-2021-25742 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.linkody.com/guides/google-search-operators-cheatsheet:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A highly structured, table-driven cheat sheet detailing Google dorking
    queries. It allows security analysts and systems architects to perform targeted
    domain audits, trace security leaks, and parse public records with high precision.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Information Retrieval
  - OSINT
  - Search Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.linkody.com: The Ultimate Google Search Operators Cheatsheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://blog.logrocket.com/aws-amplify-and-react-native-a-tutorial:
  addition_method: manual
  content_hash: f4a3d1810a7fe04d0aa7f45d83c37ab77f4bc77c18d1f7b0952f0feea46bfab2
  description: ''
  health_score: 100.0
  last_checked: 1779034226.574237
  stars: 0
  status: online
  title: 'blog.logrocket.com: AWS Amplify and React Native: A tutorial'
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://blog.logrocket.com/aws-amplify-react-native-tutorial-examples:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight steps through the integration of AWS Amplify into React
    Native projects for seamless mobile backend generation. Live Grounding confirms
    this setup remains a highly efficient workflow, though development teams in 2026
    now focus heavily on Amplify Gen 2, which utilizes TypeScript-first code-first
    DX.
  language: JavaScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Frontend & Mobile
  - AWS Amplify
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.logrocket.com: AWS Amplify and React Native: A tutorial'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://blog.logrocket.com/build-blockchain-with-go:
  addition_method: manual
  ai_summary: A guide illustrating how to build a basic blockchain protocol in Go
    from scratch. Walks through cryptography, hashing, transaction processing, and
    basic consensus mechanism structures.
  complexity: Advanced
  description: ''
  hierarchy:
  - Cloud Native Languages
  - Go
  - Advanced Projects
  is_microservice: false
  language: en
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'blog.logrocket.com: How to build a blockchain from scratch with Go'
  v2_locations:
  - golang.md
  year: '2022'
https://blog.logrocket.com/building-simple-app-go-postgresql:
  addition_method: manual
  ai_summary: A hands-on tutorial on developing a database-backed CRUD application
    in Go using the PostgreSQL driver. Covers connection pool tuning and safe SQL
    transaction strategies.
  complexity: Intermediate
  content_hash: 90e12b1f72f0b68c3415733ea25675610377d7b0f9e44dc34b4b88e2d21c5a76
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Storage Integration
  is_microservice: true
  language: en
  last_checked: 1779030739.36345
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'blog.logrocket.com: Building a simple app with Go and PostgreSQL'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://blog.logrocket.com/django-rest-framework-alternatives:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Comparative analysis of modern Python web frameworks acting as lightweight
    or performance-centric alternatives to Django REST Framework (DRF). Focuses heavily
    on the asynchronous design patterns of FastAPI, Flask, and Sanic.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Web
  - API Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.logrocket.com: Django REST framework alternatives'
  addition_method: manual
  v2_locations:
  - python.md
https://blog.logrocket.com/docker-alternatives:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An analytical framework evaluating OCI runtime alternatives to standard
    Docker. Key trade-offs focused on security profiles, developer experience, and
    system-level dependencies for engines like Podman, Buildah, and Kaniko.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Platform
  - Container Engines
  - Alternatives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.logrocket.com: Top Docker alternatives for 2022'
  addition_method: manual
  v2_locations:
  - docker.md
https://blog.logrocket.com/graphql-vs-grpc-vs-rest-choosing-right-api:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: 'A deep architectural comparison of GraphQL, gRPC, and REST. Details
    clear design sweet spots: GraphQL for data consolidation on client screens, gRPC
    for service-to-service calls, and REST for stable public integrations.'
  language: Agnostic
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - Patterns
  - Comparison
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'blog.logrocket.com: GraphQL vs. gRPC vs. REST: Choosing the right API'
  addition_method: manual
  v2_locations:
  - api.md
https://blog.logrocket.com/guide-to-grpc-gateway:
  description: ''
  addition_method: manual
  content_hash: ed7b744a630c58aca3b2c72778aeb6eb57378336daa1c013805bf92efe1cf00c
  health_score: 100.0
  last_checked: 1779031111.011987
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: This LogRocket guide delivers a comprehensive tutorial on configuring
    and deploying the gRPC-Gateway proxy inside microservices. It covers real-world
    tasks such as generating reverse proxy code from protobuf schemas, intercepting
    errors, and handling cross-origin resource sharing (CORS). For engineers transitioning
    to gRPC, this reference simplifies the integration of dual-protocol APIs.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Learning Resources
  - Tutorials
  - API Integration
  is_microservice: false
  title: 'blog.logrocket.com: An all-in-one guide to gRPC-Gateway'
https://blog.logrocket.com/how-to-build-blockchain-from-scratch-go:
  addition_method: manual
  content_hash: a9c86d505e5090c914f4263890b5fed1707cf71cbd3a2b4396a62a1f9f72b1e4
  description: ''
  health_score: 100.0
  last_checked: 1779031257.933359
  stars: 0
  status: online
  title: 'blog.logrocket.com: How to build a blockchain from scratch with Go'
  v1_locations:
  - docs/golang.md
  year: N/A
https://blog.logrocket.com/kubevela-intro-better-way-ship-applications:
  description: ''
  addition_method: manual
  content_hash: 326cee9ad7a2f37ec712f6483fb80178a0296d6f78276361e854f6016261a9e9
  health_score: 100.0
  last_checked: 1779031381.562617
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An introductory developer guide providing an overview of KubeVela's
    application architecture model and its practical advantages over standard Kubernetes
    YAML files. It explains how to model complex deployment stages.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Application Delivery
  - Educational Material
  is_microservice: false
  title: 'blog.logrocket.com: Intro to KubeVela: A better way to ship applications'
https://blog.logrocket.com/top-10-vs-code-extensions-2021:
  description: ''
  addition_method: manual
  content_hash: 5b4bbfb8253173ff6de52c52f82aea519892ee21b2008590e2258847cf9fbf9b
  health_score: 100.0
  last_checked: 1779032549.465955
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Retrospective review of key VS Code extensions from 2021. Offers context
    on how tooling has transitioned from simple local execution helpers to advanced
    cloud-integrated platforms.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Development Environment
  - Productivity
  - Community Resource
  is_microservice: false
  title: 'blog.logrocket.com: Top 10 VS Code extensions for 2021'
https://blog.logrocket.com/top-docker-alternatives-2022:
  addition_method: manual
  content_hash: 0359329a98b67214a271a8f5b64fe1770929d2a309fec47a4f02289ff66d8309
  description: ''
  health_score: 100.0
  last_checked: 1779029569.688526
  stars: 0
  status: online
  title: '==blog.logrocket.com: Top Docker alternatives for 2022=='
  v1_locations:
  - docs/docker.md
  year: N/A
https://blog.logrocket.com/working-supabase-studio:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical exploration of Supabase Studio, an embedded database UI.
    Shows how to configure relational tables, manage Row-Level Security (RLS) configurations,
    and run SQL commands without leaving the platform UI.
  language: SQL/TypeScript
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Backend-as-a-Service
  - PostgreSQL
  - Database Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.logrocket.com: Working with Supabase Studio'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://blog.lukechannings.com/2020-05-10-kubernetes-gitops-lessons.html:
  addition_method: manual
  content_hash: c91c3a350ed1d3430347d5e98325754b6dd8b2ae5c9658033f13ec5595f193d0
  description: ''
  health_score: 100.0
  last_checked: 1779031122.404662
  stars: 0
  status: online
  title: 'blog.lukechannings.com: Mistakes made and lessons learned with Kubernetes''
    and GitOps'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blog.marcnuri.com:
  description: '- [blog.marcnuri.com: Eclipse JKube 1.4.0 is now available!](https://blog.marcnuri.com/eclipse-jkube-1-4-0)'
  year: '2021'
  stars: 0
  ai_summary: A deep-dive analysis of Eclipse JKube 1.4.0 improvements, focusing on
    streamlined Helm chart compilation, upgraded core API clients, and enhanced native
    build properties for container engines.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Development
  - Java Tooling
  - Eclipse JKube
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: blog.marcnuri.com
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://blog.marcnuri.com/eclipse-jkube-1-4-0:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: An update detailing features and improvements delivered in Eclipse JKube
    1.4.0. Live Grounding indicates that updates like 1.4.0 stabilized multi-platform
    image generation capabilities and introduced robust handling of custom Helm charts
    and manifest validation rules.
  language: English
  resource_type: Blog / Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Java
  - Build Tools
  - Eclipse JKube
  - Release Notes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.marcnuri.com: Eclipse JKube 1.4.0 is now available!'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://blog.marcnuri.com/eclipse-jkube-introduction-kubernetes-openshift:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An introductory blog post showcasing the capabilities of JKube's Kubernetes
    Maven and Gradle plugins. Live Grounding points to this resource as an excellent
    conceptual primer, explaining the transition from raw Java byte code to orchestrator-ready
    container configurations with minimal configuration overhead.
  language: English
  resource_type: Blog / Article
  complexity: Beginner
  hierarchy:
  - Cloud-Native Java
  - Build Tools
  - Eclipse JKube
  - Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.marcnuri.com: Eclipse JKube introduction: Java tools and plugins for
    Kubernetes and OpenShift'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://blog.marcnuri.com/fabric8-kubernetes-java-client-and-quarkus-and-graalvm:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Detailed technical guide showing how to leverage Quarkus, GraalVM native
    image compilation, and the Fabric8 client to build sub-second startup Kubernetes
    controllers. By integrating Eclipse JKube, developers can deploy footprint-optimized
    Java applications perfectly suited for serverless scaling.
  language: Java
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Kubernetes Development
  - Java SDKs
  - Quarkus Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'blog.marcnuri.com: Build Kubernetes controllers with Fabric8 Kubernetes
    Client, Quarkus, and JKube'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://blog.marcnuri.com/kubernetes-client-java-fabric8-introduction:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An in-depth introduction to the Fabric8 Kubernetes Client for Java developers,
    showcasing its thread-safe builder patterns and dynamic API mapping. It serves
    as a highly efficient alternative to official clients, simplifying Custom Resource
    Definition (CRD) operations and custom controller architecture within modern JVM-based
    microservices.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes Development
  - Java SDKs
  - Fabric8 Client
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'blog.marcnuri.com: Fabric8 Kubernetes Client for Java introduction'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://blog.mariano.cloud/do-you-even-jsonpath:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029916.537381
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.mariano.cloud: Do you even JSONPath?'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.mariano.cloud:
    Do you even JSONPath? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://blog.mayadata.io/container-attached-storage-cas-vs.-software-defined-storage-which-one-to-choose:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034049.187489
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.mayadata.io: Container Attached Storage (CAS) vs. Software-Defined''
    Storage - Which One to Choose?'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.mayadata.io:
    Container Attached Storage (CAS) vs. Software-Defined'' Storage - Which One to
    Choose? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.mayadata.io/github-chaos-actions-in-your-ci/cd-workflow-part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033794.916568
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: GitHub Chaos Actions in Your CI/CD workflow
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering GitHub
    Chaos Actions in Your CI/CD workflow in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.mayadata.io/kubernetes-storage-basics-pv-pvc-and-storageclass:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032819.695702
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.mayadata.io: Kubernetes storage basics: PV, PVC and StorageClass \U0001F31F"
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.mayadata.io:
    Kubernetes storage basics: PV, PVC and StorageClass \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-now-with-python-3-support:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Miguel Grinberg's definitive masterclass in Flask application development.
    Guides developers from initial setup through databases migrations with SQLAlchemy,
    user authorization pipelines, background tasks, and containerized cloud setups.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Comprehensive Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'The Flask Mega-Tutorial: Now with Python 3 Support'
  addition_method: manual
  v2_locations:
  - python.md
https://blog.mimacom.com/automate-nexus:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031533.410313
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: blog.mimacom.com/automate-nexus
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.mimacom.com/automate-nexus
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.mimacom.com/git-aliases-you-wished-you-had:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031618.130148
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.mimacom.com: The Git Commands You Wish You Always Had'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.mimacom.com:
    The Git Commands You Wish You Always Had in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.mimacom.com/kubernetes-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031574.307297
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.mimacom.com: Kubernetes Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.mimacom.com:
    Kubernetes Cheat Sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.mimacom.com/log4j-in-a-log4shell:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032337.404953
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.mimacom.com: A Summary of log4j Exploit in a Log4shell - What Happened''
    and What You Can Do About It'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.mimacom.com:
    A Summary of log4j Exploit in a Log4shell - What Happened'' and What You Can Do
    About It in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.min.io/best-practices-for-kubernetes-object-storage:
  addition_method: manual
  content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f
  description: ''
  health_score: 100.0
  last_checked: 1779029574.098438
  stars: 0
  status: online
  title: 'blog.min.io: Best Practices for Kubernetes Object Storage'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://blog.min.io/certificate-based-authentication-with-s3:
  addition_method: manual
  content_hash: 4394025f35827d71f3ac31fed31ffba9dd162d059eb880ed6ebe15a665c23338
  description: ''
  health_score: 100.0
  last_checked: 1779031021.344174
  stars: 0
  status: online
  title: 'blog.min.io: Certificate-based Authentication for S3'
  v1_locations:
  - docs/aws-storage.md
  year: N/A
https://blog.min.io/monoclouds-vs-multiclouds-hybridclouds:
  addition_method: manual
  content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f
  description: ''
  health_score: 100.0
  last_checked: 1779031620.778745
  stars: 0
  status: online
  title: 'blog.min.io: Mono Clouds vs Multi-Clouds & Hybrid Clouds'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://blog.min.io/single-vs-multi-tenant:
  addition_method: manual
  content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f
  description: ''
  health_score: 100.0
  last_checked: 1779029119.168581
  stars: 0
  status: online
  title: 'blog.min.io: Cloud-Native Object Storage Architectures: Single-Tenant vs''
    Multi-Tenant'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://blog.min.io/the_way_of_the_cloud:
  addition_method: manual
  content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f
  description: ''
  health_score: 100.0
  last_checked: 1779032377.058454
  stars: 0
  status: online
  title: 'blog.min.io: Kubernetes, Consistency and Commoditization - The Way of the''
    Cloud'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blog.min.io/why-kubernetes-managed:
  addition_method: manual
  content_hash: 5ea7ecdba38016590c6707b8f664060a491c3903240765977002e0874a9ab47f
  description: ''
  health_score: 100.0
  last_checked: 1779032173.633686
  stars: 0
  status: online
  title: 'blog.min.io: Why Kubernetes Managed Object Storage Matters'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://blog.mineiros.io/how-to-keep-your-terraform-code-dry-by-using-terramate-be5807fef8f6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029509.194417
  stars: 0
  title: 'blog.mineiros.io: How to keep your Terraform code DRY by using Terramate'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://blog.mineiros.io/introducing-terramate-an-orchestrator-and-code-generator-for-terraform-5e538c9ee055:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031574.104962
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.mineiros.io: Introducing Terramate — An Orchestrator and Code Generator''
    for Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.mineiros.io:
    Introducing Terramate — An Orchestrator and Code Generator'' for Terraform in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.mongodirector.com/which-is-the-best-mongodb-gui:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032898.871479
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.mongodirector.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.netsil.com/kubernetes-vs-openshift-vs-tectonic-comparing-enterprise-options-e3a34dc60519:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030856.44908
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.netsil.com: Kubernetes vs Openshift vs Tectonic: Comparing Enterprise''
    Options'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.netsil.com:
    Kubernetes vs Openshift vs Tectonic: Comparing Enterprise'' Options in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.newrelic.com/engineering/how-to-organize-kubernetes-clusters:
  addition_method: manual
  content_hash: 34b93a040543d1f9729bf70360c63c6913483c7690ed74377a04cd49ac2f1adc
  description: ''
  health_score: 100.0
  last_checked: 1779033612.061286
  stars: 0
  status: online
  title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 4: How to Organize Clusters'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blog.newrelic.com/engineering/how-to-use-kubernetes-volumes:
  addition_method: manual
  content_hash: e2e5e0dff992f15a01fdce4a1ddfccd71b13bb1775f97372dec1b2ce9c18f4ab
  description: ''
  health_score: 100.0
  last_checked: 1779030407.10823
  stars: 0
  status: online
  title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 5: Working with Kubernetes''
    Volumes'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://blog.newrelic.com/engineering/kubernetes-health-checks:
  addition_method: manual
  content_hash: 4fd2012d435a50645805046545549336ce67b850662efbce88ec5c3ca4743134
  description: ''
  health_score: 100.0
  last_checked: 1779032756.682249
  stars: 0
  status: online
  title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 2: How to Use Health Checks'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blog.newrelic.com/engineering/kubernetes-request-and-limits:
  addition_method: manual
  content_hash: 3b2d730249f135d5f551e2c729196140aadcca418ab2d5f7b1b642a7b0ae2663
  description: ''
  health_score: 100.0
  last_checked: 1779030882.799594
  stars: 0
  status: online
  title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 1: How to Manage Cluster''
    Capacity with Requests and Limits'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blog.newrelic.com/engineering/opentelemetry-opentracing-opencensus:
  addition_method: manual
  content_hash: c4de583d3b6057995fe832ecff2d9188e336e12fef6bfda94f58a8f5d76bbdc0
  description: ''
  health_score: 100.0
  last_checked: 1779034564.347418
  stars: 0
  status: online
  title: 'newrelic.com: OpenTracing, OpenCensus, OpenTelemetry, and New Relic (Best''
    overview of OpenTelemetry)'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://blog.nillsf.com/index.php/2020/12/03/how-to-run-your-own-admission-controller-on-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details the build-and-deploy cycle for executing custom admission validation
    controllers. Outlines network security issues, webhook endpoint setups, and service
    configurations required by the API server.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Architecture
  - Security
  - Webhooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.nillsf.com: How to run your own admission controller on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.nillsf.com/index.php/2020/12/06/customize-core-dump-in-azure-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes advanced kernel-level customizations required to capture core
    dumps from Linux containers running on AKS. Focuses on configuring host path directories,
    container filesystem capabilities, and kernel variables. Grounding shows this
    is vital for diagnostic debugging in low-level runtime environments (C++/.NET)
    where standard logs fail during sudden container restarts.
  language: Bash/YAML
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Operations & Troubleshooting
  - Diagnostic Analysis
  - Core Dumps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.nillsf.com: Customize core dump in Azure Kubernetes'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://blog.nobugware.com/post/2019/nomad_an_alternative_to_kubernetes:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A critical contrast of Nomad against Kubernetes, focusing on single-binary
    architecture, easy deployment, and native integrations with HashiCorp Consul and
    Vault.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - HashiCorp Nomad
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Nomad an alternative to Kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://blog.nody.cc/posts/2020-06-kubernetes-network-policy-verification:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Focuses on validating network security policies using automated policy-verification
    and security-testing tools instead of assuming they work. Explains techniques
    for writing reliable assertions for ingress and egress rules. Live Grounding notes
    that modern 2026 enterprise teams actively integrate policy checkers (such as
    Sonobuoy, Cilium Hubble, or OPA) into CI/CD pipelines.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Security & Hardening
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.nody.cc: Verify your Kubernetes Cluster Network Policies: From Faith
    to Proof'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://blog.nootch.net/post/kubernetes-at-home-with-k3s:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: A personal home-lab engineering log detailing bare-metal K3s installation,
    storage mounting strategies, and managing multi-tenant microservices on budget-friendly
    consumer hardware.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Edge & IoT
  - Bare Metal
  - Home Lab
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.nootch.net: Kubernetes at Home With K3s'
  addition_method: manual
  v2_locations:
  - rancher.md
https://blog.ogenki.io/post/terraform-controller:
  description: "- Terraform can be considered a \"semi-declarative\" tool as there
    is no built-in automatic reconciliation feature. There are several solutions to
    address this issue, but generally speaking, a modification will be applied using
    terraform apply. The code is actually written using the HCL configuration files
    (declarative), but the execution is done imperatively. As a result, there can
    be a drift between the declared and actual state (for example, a colleague who
    would have changed something directly into the console \U0001F609).\n    - ❓❓
    So, how can I ensure that what is committed using Git is really applied. How to
    be notified if there is a change compared to the desired state and how to automatically
    apply what is in my code (GitOps)?\n    - This is the promise of tf-controller,
    an Open Source Kubernetes operator from Weaveworks, tightly related to Flux (a
    GitOps engine from the same company). Flux is one of the solutions I really appreciate,
    that's why I invite you to have a look on my previous article"
  year: '2023'
  stars: 4
  ai_summary: Analyzes the capabilities of Weaveworks' "tf-controller", a specialized
    Kubernetes operator designed to reconcile Terraform configurations following strict
    GitOps design loops. Details how this eliminates configuration drift by continuously
    comparing declared Git repository states with actual live environment structures.
    Live grounding confirms that despite Weaveworks' corporate restructuring, the
    community remains actively engaged in developing controller-driven reconciliation
    loops.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Integration
  - GitOps & Provisioning
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.ogenki.io: Applying GitOps Principles to Infrastructure: An overview
    of tf-controller'
  addition_method: manual
  v2_locations:
  - terraform.md
https://blog.oliverjumpertz.dev/the-10-most-valuable-lessons-i-learned-as-a-developer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029796.108915
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.oliverjumpertz.dev: The 10 Most Valuable Lessons I Learned As A Developer'
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.oliverjumpertz.dev:
    The 10 Most Valuable Lessons I Learned As A Developer in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.openreplay.com/8-cool-vs-code-tips-to-make-your-workspace-more-personal:
  description: ''
  addition_method: manual
  content_hash: 8a704484e51fe75e103c8636999b7d671d4e7e17c490f5dec1a4dc7041a2dd3f
  health_score: 100.0
  last_checked: 1779029356.950442
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: Explores workspace personalization strategies within VS Code. Outlines
    customizations for custom layouts, performance optimization settings, and UI modifications
    to support intensive, multi-hour coding sessions.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: 'blog.openreplay.com: 8 Cool VS Code tips to make your workspace more personal'
https://blog.openshift.com/500_pods_per_node:
  addition_method: manual
  content_hash: e8cb1098fe34b77675ef3aae22554e9824287759ef54e290407325208c6a52e5
  description: ''
  health_score: 100.0
  last_checked: 1779029165.634147
  stars: 0
  status: online
  title: "blog.openshift.com: OpenShift Scale: Running 500 Pods Per Node \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/advanced-network-customizations-for-openshift-install:
  addition_method: manual
  content_hash: c44273f5e49429789bb2ef18432dfdd8a35158ad19021a7a9b74cd513b2d7767
  description: ''
  health_score: 100.0
  last_checked: 1779032088.22765
  stars: 0
  status: online
  title: 'blog.openshift.com: Advanced Network customizations for OpenShift Install'
  v1_locations:
  - docs/openshift.md
  year: N/A
https://blog.openshift.com/aws-and-red-hat-quickstart-workshop:
  addition_method: manual
  content_hash: e23227f60378685a415b96c0c73a507ab461ddbb0bf594fce8be391b9c4d40a7
  description: ''
  health_score: 100.0
  last_checked: 1779032869.788386
  stars: 0
  status: online
  title: 'blog.openshift.com: OCP multi-node deployment on **AWS** using CloudFormation''
    and Ansible (quickstart workshop)'
  v1_locations:
  - docs/demos.md
  - docs/openshift.md
  year: N/A
https://blog.openshift.com/cloud-native-ci-cd-with-openshift-pipelines:
  addition_method: manual
  content_hash: 66015a0026f92adabf79475854c7c2f09f5b136dc1c40c7ff6e9d0244797ca14
  description: ''
  health_score: 100.0
  last_checked: 1779034558.210893
  stars: 0
  status: online
  title: 'blog.openshift.com: cloud native CI/CD with openshift pipelines'
  v1_locations:
  - docs/tekton.md
  year: N/A
https://blog.openshift.com/configure-the-openshift-image-registry-backed-by-openshift-container-storage:
  addition_method: manual
  content_hash: cf2f0457cdc0d28f7cf398dc01abaeb74a63da266b8dcedfaf7badd6713c50f6
  description: ''
  health_score: 100.0
  last_checked: 1779030653.847237
  stars: 0
  status: online
  title: 'blog.openshift.com: Configure the OpenShift Image Registry backed by OpenShift''
    Container Storage'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/debugging-java-applications-on-openshift-kubernetes:
  addition_method: manual
  content_hash: dda7ec361766f5f9f97c0a7b67370743ca08bf6ebd9d59b5c046e9646466dfaa
  description: ''
  health_score: 100.0
  last_checked: 1779032762.817084
  stars: 0
  status: online
  title: 'blog.openshift.com: Debugging Java Applications On OpenShift and Kubernetes'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  year: N/A
https://blog.openshift.com/deploying-jenkins-on-openshift-part-1:
  addition_method: manual
  content_hash: b0c6304d42b8751b8593aa2f93281777cef36f3a81064d9f3ef84da953448fcd
  description: ''
  health_score: 100.0
  last_checked: 1779031436.003548
  stars: 0
  status: online
  title: 'blog.openshift.com: Deploying Jenkins on OpenShift: Part 1'
  v1_locations:
  - docs/openshift-pipelines.md
  year: N/A
https://blog.openshift.com/enabling-openshift-4-clusters-to-stop-and-resume-cluster-vms:
  addition_method: manual
  content_hash: 5d8b2bf7e2ab6fccd522abb51222af09ae87f1bac8c08c329b0e7853b43f4b86
  description: ''
  health_score: 100.0
  last_checked: 1779033360.87944
  stars: 0
  status: online
  title: Enabling OpenShift 4 Clusters to Stop and Resume Cluster VMs
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/fine-grained-policy-enforcement-in-openshift-with-open-policy-agent:
  addition_method: manual
  content_hash: 356195790f128135638d2857608626b4046248f2468393c1f7a36c640377ea20
  description: ''
  health_score: 100.0
  last_checked: 1779033782.538892
  stars: 0
  status: online
  title: "blog.openshift.com: Fine-Grained Policy Enforcement in OpenShift with Open'
    Policy Agent \U0001F31F"
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://blog.openshift.com/from-templates-to-openshift-helm-charts:
  addition_method: manual
  content_hash: 23c0178f6a74ea15327784473eb11bab3091a702049e7ab659cfc3e1865c1551
  description: ''
  health_score: 100.0
  last_checked: 1779031451.297832
  stars: 0
  status: online
  title: 'blog.openshift.com: From Templates to Openshift Helm Charts'
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://blog.openshift.com/fully-automated-management-of-egress-ips-with-the-egressip-ipam-operator:
  addition_method: manual
  content_hash: d90202eddd2feaeb97e512c210a5ce2eefe6bae03a5b8e889d51fda5a30f1e53
  description: ''
  health_score: 100.0
  last_checked: 1779030024.979321
  stars: 0
  status: online
  title: "Fully Automated Management of Egress IPs with the egressip-ipam-operator
    \U0001F31F"
  v1_locations:
  - docs/openshift.md
  year: N/A
https://blog.openshift.com/getting-started-with-kubevirt:
  addition_method: manual
  content_hash: 804741305af57887ddd29deecdc7f7dd29ae40437cc499265ae19689822ddab3
  description: ''
  health_score: 100.0
  last_checked: 1779030680.998127
  stars: 0
  status: online
  title: Getting Started with KubeVirt Containers and Virtual Machines Together
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/guide-to-installing-an-okd-4-4-cluster-on-your-home-lab:
  addition_method: manual
  content_hash: e5528bbb6cdf971d0a9f11ac7a1554b7b7c14a63bbbe57e2cbe66e8cfeae3593
  description: ''
  health_score: 100.0
  last_checked: 1779033584.002035
  stars: 0
  status: online
  title: 'blog.openshift.com: Guide to Installing an OKD 4.4 Cluster on your Home''
    Lab'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/how-full-is-my-cluster-part-5-a-capacity-management-dashboard:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.993694
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.openshift.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.openshift.com/improving-jenkins-performance-on-openshift-part-2:
  addition_method: manual
  content_hash: 2be68ce83d0d14b94433db966657036f1581399d72f468b7dbaeab8dac77043d
  description: ''
  health_score: 100.0
  last_checked: 1779032552.574875
  stars: 0
  status: online
  title: 'blog.openshift.com: Improving jenkins performance on openshift - part 2'
  v1_locations:
  - docs/openshift-pipelines.md
  year: N/A
https://blog.openshift.com/installing-okd-3-10-on-a-single-host:
  addition_method: manual
  content_hash: f8b4a91e58817c13e797e40b3f5f7c03787096045236d5efad8f3e5912e06f24
  description: ''
  health_score: 100.0
  last_checked: 1779029897.266537
  stars: 0
  status: online
  title: "blog.openshift.com: Installing OKD 3.10 on a Single Host \U0001F31F"
  v1_locations:
  - docs/openshift.md
  year: N/A
https://blog.openshift.com/introducing-red-hat-openshift-4:
  addition_method: manual
  content_hash: 8eeb1602ac296b6dec91c336294538741685645ce8457831f36eab9bc7806eb2
  description: ''
  health_score: 100.0
  last_checked: 1779029068.505941
  stars: 0
  status: online
  title: 'blog.openshift.com: Introducing Red Hat OpenShift 4'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/introducing-red-hat-openshift-4-3-to-enhance-kubernetes-security:
  addition_method: manual
  content_hash: 78cf251fc5aa752bdf396ea941bed11f674e4d1c867eb6e727f7194c4c0033dd
  description: ''
  health_score: 100.0
  last_checked: 1779034292.360214
  stars: 0
  status: online
  title: "blog.openshift.com: Introducing Red Hat OpenShift 4.3 to Enhance Kubernetes'
    Security \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/introducing-red-hat-quay:
  addition_method: manual
  content_hash: 1baf5f911cbcbf5bbfb1568569add877ada16db1bdac25d8e734592102476e83
  description: ''
  health_score: 100.0
  last_checked: 1779031389.34621
  stars: 0
  status: online
  title: 'blog.openshift.com: Introducing Red Hat Quay'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/kubernetes-pods-life:
  addition_method: manual
  content_hash: 237760630b472db934ca3fd54ab1b5322bf319183bef07ca0190b40cf9489313
  description: ''
  health_score: 100.0
  last_checked: 1779031497.556622
  stars: 0
  status: online
  title: "blog.openshift.com - Kubernetes: A Pod’s Life \U0001F31F"
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://blog.openshift.com/migrating-your-applications-to-openshift-4:
  addition_method: manual
  content_hash: 6e5a92c89ed15c77c955d9f3653cfebd55ed8602396728207ab3c25c09f65252
  description: ''
  health_score: 100.0
  last_checked: 1779029158.877362
  stars: 0
  status: online
  title: "blog.openshift.com: Migrating your applications to OpenShift 4 \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/openshift-4-2-vsphere-install-quickstart:
  addition_method: manual
  content_hash: 2382019fda064b4eb92c534781e9c3a1c4af7ed697978ca9d34c9e002d116e36
  description: ''
  health_score: 100.0
  last_checked: 1779031866.091643
  stars: 0
  status: online
  title: 'blog.openshift.com: OpenShift 4.2 vSphere Install Quickstart'
  v1_locations:
  - docs/openshift.md
  year: N/A
https://blog.openshift.com/openshift-4-2-vsphere-install-with-static-ips:
  addition_method: manual
  content_hash: 923472ab323ecc771e0f7b2725a631aaf2995903539408a2eb37a644da41482d
  description: ''
  health_score: 100.0
  last_checked: 1779031385.610051
  stars: 0
  status: online
  title: "blog.openshift.com: OpenShift 4.2 vsphere install with static IPs \U0001F31F"
  v1_locations:
  - docs/openshift.md
  year: N/A
https://blog.openshift.com/openshift-4-install-experience:
  addition_method: manual
  content_hash: 31d6fcf6eba7cbcd9be0a84074aac62d76d06057d9d449042063391fc350724d
  description: ''
  health_score: 100.0
  last_checked: 1779032579.415075
  stars: 0
  title: 'blog.openshift.com: OpenShift 4 Install Experience'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/openshift-and-network-security-zones-coexistence-approaches:
  addition_method: manual
  content_hash: 9f161c0cbefe6c6cdae67be6897b6f6a98849f689a2e8cd0e1064d13ed53bce6
  description: ''
  health_score: 100.0
  last_checked: 1779030574.626211
  stars: 0
  status: online
  title: Network Security Zones in Openshift (DMZ)
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/openshift-ecosystem-api-management-on-red-hat-openshift-with-3scale:
  addition_method: manual
  content_hash: 95624ad111a5d1cb4f5fddb1d6b89c9f552a771342efc8a0a0a37199b65d90ed
  description: ''
  health_score: 100.0
  last_checked: 1779029970.286615
  stars: 0
  status: online
  title: 'OpenShift Ecosystem: API Management on Red Hat OpenShift with 3scale'
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://blog.openshift.com/performance-metrics-apm-spring-boot-microservices-openshift:
  addition_method: manual
  content_hash: 757b673f26e4a597ed1435015796ff0779587ae94c9fa1757630a2b8eafcb602
  description: ''
  health_score: 100.0
  last_checked: 1779030116.442373
  stars: 0
  status: online
  title: 'blog.openshift.com: Performance Metrics (APM) for Spring Boot Microservices''
    on OpenShift'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  year: N/A
https://blog.openshift.com/red-hat-openshift-service-mesh-is-now-available-what-you-should-know:
  addition_method: manual
  content_hash: ab9dfe694a50e3bc9379640b34a4d1abcd2bf477ccb7984517976971e373bed4
  description: ''
  health_score: 100.0
  last_checked: 1779029631.711907
  stars: 0
  status: online
  title: "blog.openshift.com: Red Hat OpenShift Service Mesh is now available: What'
    you should know \U0001F31F"
  v1_locations:
  - docs/istio.md
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/scaling-java-containers:
  addition_method: manual
  content_hash: 4cdc41e3c27bec0962eef8e3de1ed3b88839f41924c5efa422f5ec8fd3a8209f
  description: ''
  health_score: 100.0
  last_checked: 1779032220.23407
  stars: 0
  status: online
  title: "blog.openshift.com: Scaling Java Containers \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  year: N/A
https://blog.openshift.com/simplifying-openshift-case-information-gathering-workflow-must-gather-operator:
  addition_method: manual
  content_hash: 10606c39c7299abc5595e38e8c4e0670565b9948098c75bc8f8c6227b10f21de
  description: ''
  health_score: 100.0
  last_checked: 1779034135.056915
  stars: 0
  status: online
  title: "blog.openshift.com: Simplifying OpenShift Case Information Gathering Workflow:'
    **Must-Gather Operator** (In the context of Red Hat OpenShift 4.x and Kubernetes,
    **it is considered a bad practice to ssh into a node and perform debugging actions**)
    \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/tag/multi-datacenter:
  addition_method: manual
  content_hash: 59061a10347fc75bd5fa2369b54127132ffad40c32c587deecce26d77991ff96
  description: ''
  health_score: 100.0
  last_checked: 1779030005.672775
  stars: 0
  status: online
  title: blog.openshift.com/tag/multi-datacenter
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://blog.openshift.com/tech-preview-get-visibility-into-your-openshift-costs-across-your-hybrid-infrastructure:
  addition_method: manual
  content_hash: 1428a5ae61971718010953ecee394cccd83b448243f1f28e62251dd4aea74746
  description: ''
  health_score: 100.0
  last_checked: 1779033167.868212
  stars: 0
  status: online
  title: "blog.openshift.com: Tech Preview: Get visibility into your OpenShift costs'
    across your hybrid infrastructure \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/top-kubernetes-operators-advancing-across-the-operator-capability-model:
  addition_method: manual
  content_hash: 3ba9b2a40bd6befd07a32cf222a628b50acd5e71e755d6a651b9b2ab6553764b
  description: ''
  health_score: 100.0
  last_checked: 1779033002.451191
  stars: 0
  status: online
  title: Top Kubernetes Operators
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://blog.openshift.com/troubleshooting-openshift-network-performance-with-a-netperf-daemonset:
  addition_method: manual
  content_hash: 0ec30548d0537e94ec82be385fde4ad297f35d4da749c67d50468ecb22c26d16
  description: ''
  health_score: 100.0
  last_checked: 1779031788.357597
  stars: 0
  status: online
  title: 'blog.openshift.com: Troubleshooting OpenShift network performance with a''
    netperf DaemonSet'
  v1_locations:
  - docs/openshift.md
  year: N/A
https://blog.openshift.com/understanding-service-accounts-sccs:
  addition_method: manual
  content_hash: 842bc59307f965f9cff2478ea94aa03346fc623714395d633d19f0db030b9fec
  description: ''
  health_score: 100.0
  last_checked: 1779034309.655892
  stars: 0
  status: online
  title: ref1
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://blog.openshift.com/using-openshift-3-on-your-local-environment:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: An older guide outlining the local instantiation of OpenShift 3 development
    environments using Minishift. Today, OpenShift Local (formerly CodeReady Containers)
    is the recommended utility for spinning up a local OCP 4 instance.
  language: Bash
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Architecture
  - Local Dev
  - Legacy Platform
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "blog.openshift.com/: Using OpenShift 3 on your **local environment** \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp3.md
https://blog.openshift.combuild-kubernetes-operators-from-helm-charts-in-5-steps:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031341.403191
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: The supported method of using Helm charts with Openshift4 is via the Helm
    Operator
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering The supported
    method of using Helm charts with Openshift4 is via the Helm Operator in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.openshift.comfederation-v2-is-now-kubefed:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033280.381273
  stars: 0
  title: Multi-cluster Federation in OpenShift 4 is called **KubeFed**
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://blog.openshift.comfull-cluster-part-2-protecting-nodes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032231.96755
  stars: 0
  title: blog.openshift.com/full-cluster-part-2-protecting-nodes
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://blog.openshift.comfull-cluster-part-3-capacity-management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034131.379162
  stars: 0
  title: full-cluster-part-3-capacity-management
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://blog.openshift.comhelm-and-operators-on-openshift-part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031566.863239
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.openshift.com: Helm and Operators on OpenShift, Part 1'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.openshift.com:
    Helm and Operators on OpenShift, Part 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.openshift.comhelm-and-operators-on-openshift-part-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029132.452395
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.openshift.com: Helm and Operators on OpenShift, Part 2'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.openshift.com:
    Helm and Operators on OpenShift, Part 2 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.openshift.comintroduction-to-gitops-with-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032619.99221
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.openshift.com: Introduction to GitOps with OpenShift'
  v1_locations:
  - docs/gitops.md
  - docs/ocp3.md
  v2_locations:
  - gitops.md
  - ocp3.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.openshift.com:
    Introduction to GitOps with OpenShift in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.openshift.comis-it-too-late-to-integrate-gitops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032549.446317
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.openshift.com: is it too late to integrate GitOps?'
  v1_locations:
  - docs/gitops.md
  - docs/ocp3.md
  v2_locations:
  - gitops.md
  - ocp3.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.openshift.com:
    is it too late to integrate GitOps? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.openshift.comkubernetes-federation-v2-on-openshift-3-11:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034015.393153
  stars: 0
  title: OpenShift 3.11 Multi-cluster Federation
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://blog.openshift.comopenshift-hive-cluster-as-a-service:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031510.397316
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.openshift.com: openshift hive cluster as a service'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.openshift.com:
    openshift hive cluster as a service in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.openshift.comusing-kubefed-to-deploy-applications-to-ocp3-and-ocp4-clusters:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029992.719339
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Using **KubeFed** to deploy applications
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Using
    **KubeFed** to deploy applications in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.opstree.com/2021/06/21/a-comparison-between-various-container-orchestration-services-ecs-vs-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029116.13538
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.opstree.com: A Comparison Between Various Container Orchestration Services!''
    (ECS vs Kubernetes)'
  v1_locations:
  - docs/kubernetes-alternatives.md
  v2_locations:
  - kubernetes-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.opstree.com:
    A Comparison Between Various Container Orchestration Services!'' (ECS vs Kubernetes)
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.opstree.com/2021/11/16/aws-secret-manager:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031257.880813
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.opstree.com: AWS Secret Manager'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.opstree.com:
    AWS Secret Manager in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.overops.com/devops-vs-sre-whats-the-difference-between-them-and-which-one-are-you:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029225.557723
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'overops.com: DevOps vs. SRE: What’s the Difference Between Them, and Which''
    One Are You?'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering overops.com:
    DevOps vs. SRE: What’s the Difference Between Them, and Which'' One Are You? in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.ovhcloud.com:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: 'A comprehensive introductory guide explaining the four main methods
    of routing external traffic into a Kubernetes cluster: ClusterIP, NodePort, LoadBalancer,
    and Ingress. Compares routing efficiency and operational use cases. Live Grounding
    confirms this conceptual foundation is critical for engineering teams choosing
    between simple L4 load balancers and complex L7 ingress/gateway APIs.'
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ovh.com - getting external traffic into kubernetes: clusterip, nodeport,
    loadbalancer and ingress'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://blog.palark.com/best-practices-for-deploying-highly-available-apps-in-kubernetes-part-1:
  addition_method: manual
  content_hash: ea7a3da779fd8f1c58b966274e447717ddd8a06111538aad767d34f7ebbbdbdf
  description: ''
  health_score: 100.0
  last_checked: 1779030007.265103
  stars: 0
  status: online
  title: '==blog.palark.com: Best practices for deploying highly available apps in''
    Kubernetes. Part 1=='
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blog.palark.com/best-practices-for-deploying-highly-available-apps-in-kubernetes-part-2:
  addition_method: manual
  content_hash: b11a9987e8e70e31dafcf4c2d0b4849d5e1d0fae9a94ee5a18d7cb50a483be0c
  description: ''
  health_score: 100.0
  last_checked: 1779030987.57398
  stars: 0
  title: 'blog.palark.com: Best practices for deploying highly available apps in Kubernetes.''
    Part 2'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blog.palark.com/chaos-mesh-in-kubernetes:
  addition_method: manual
  content_hash: 85724c3f018168790d1c9436ca07509f4d7415a4cd2b6997ce52543bebcaa571
  description: ''
  health_score: 100.0
  last_checked: 1779031462.305421
  stars: 0
  status: online
  title: 'blog.palark.com: Attaining harmony of chaos in Kubernetes with Chaos Mesh'
  v1_locations:
  - docs/chaos-engineering.md
  year: N/A
https://blog.palark.com/comparing-ingress-controllers-for-kubernetes:
  addition_method: manual
  content_hash: d2872234c6d937b788cf4802a87047894c00ae1b0f5dd13d6ad6f1e0575af473
  description: ''
  health_score: 100.0
  last_checked: 1779032136.213078
  stars: 0
  status: online
  title: 'blog.palark.com: Comparing Ingress controllers for Kubernetes'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://blog.palark.com/configmaps-in-kubernetes-how-they-work-and-what-you-should-remember:
  addition_method: manual
  content_hash: c10ee371eb7b0bdeb4a24770c2b80ed805491874212b64e944f8204708922943
  description: ''
  health_score: 100.0
  last_checked: 1779030967.794026
  stars: 0
  status: online
  title: "blog.palark.com: ConfigMaps in Kubernetes: how they work and what you should'
    remember \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blog.palark.com/failure-stories-elasticsearch-migration-within-kubernetes:
  addition_method: manual
  content_hash: fea3b1d088ffe792d4087a4627051661fca68862f32ddada9d44906754f63335
  description: ''
  health_score: 100.0
  last_checked: 1779032787.052446
  stars: 0
  status: online
  title: 'blog.palark.com: Failure stories #2. How to destroy Elasticsearch while''
    migrating it within Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blog.palark.com/kubernetes-services-interaction-monitoring-with-netflow:
  addition_method: manual
  content_hash: 2c2c5d37bf809e0ced3d9bfa6aac00488551e9cb9ede17f460d16bbb813d02da
  description: ''
  health_score: 100.0
  last_checked: 1779032221.045834
  stars: 0
  status: online
  title: 'blog.palark.com: Service communication monitoring in Kubernetes with NetFlow'
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://blog.palark.com/kubernetes-snaphots-usage:
  addition_method: manual
  content_hash: 91bcb37070c4a54dce3bd6d4dfb717e11e4e9242b4c0a7c45a78d5e0d6f5cd65
  description: ''
  health_score: 100.0
  last_checked: 1779031362.430727
  stars: 0
  status: online
  title: "blog.palark.com: Kubernetes snapshots: What are they and how to use them?'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://blog.palark.com/okteto-cloud-for-local-development-in-kubernetes:
  addition_method: manual
  content_hash: 896b3e485b2707e5260dc6bc67d34548175f61426db6c7e6a50764d2f1c60667
  description: ''
  health_score: 100.0
  last_checked: 1779031721.435769
  stars: 0
  status: online
  title: 'blog.palark.com: Okteto Cloud as another way for local development in Kubernetes'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://blog.palark.com/tag/kubernetes:
  addition_method: manual
  content_hash: ce7431c7413501cd5372b177266d1483268d5b803196d04200f4592f5afbfb18
  description: ''
  health_score: 100.0
  last_checked: 1779032978.894886
  stars: 0
  status: online
  title: blog.palark.com
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blog.paloaltonetworks.com/2020/10/cloud-iam-misconfiguration-risks:
  addition_method: manual
  content_hash: 55532c0c4d7d574b8ff3f08fa2013fc5edb6e3718fe5b20a18d2ba11c6a9b160
  description: ''
  health_score: 100.0
  last_checked: 1779033845.608762
  stars: 0
  status: online
  title: 'paloaltonetworks.com: Is Your Organization Protected Against IAM Misconfiguration''
    Risks?'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://blog.pandorafms.org/network-commands:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030339.715828
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.pandorafms.org: Useful Network commands'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.pandorafms.org:
    Useful Network commands in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.pipetail.io/posts/2020-05-04-most-common-mistakes-k8s:
  description: "- resources - requests and limits\n    - liveness and readiness probes\n
    \   - LoadBalancer for every http service\n    - non-kubernetes-aware cluster
    autoscaling\n    - Not using the power of IAM/RBAC"
  year: '2020'
  stars: 0
  ai_summary: 'Explores core architectural errors: missing CPU/Memory requests/limits,
    misconfigured liveness/readiness probes, exposing all HTTP services via individual
    Cloud LoadBalancers, and neglecting IAM/RBAC context integration.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Best Practices
  - Common Anti-Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 10 most common mistakes when using Kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.pixielabs.ai/hybrid-architecture/hybrid-architecture:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031799.978663
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.pixielabs.ai: Building Kubernetes Native SaaS applications: iterating''
    quickly by deploying in-cluster data planes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.pixielabs.ai:
    Building Kubernetes Native SaaS applications: iterating'' quickly by deploying
    in-cluster data planes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.plasticscm.com/2018/09/add-mergebot-to-your-repo.html:
  description: ''
  year: '2018'
  stars: 2
  ai_summary: An official Plastic SCM technical blog post explaining the setup and
    architectural benefits of integrated merge bots. Outlines workflows to prevent
    integration bottlenecks and systematically enforce automated QA gates prior to
    branch resolution.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Distributed VCS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.plasticscm.com: Add a mergebot to your repo!'
  addition_method: manual
  v2_locations:
  - git.md
https://blog.polymatic.systems/service-mesh-wars-goodbye-istio-b047d9e533c7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032549.425271
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.polymatic.systems: Service Mesh Wars, Goodbye Istio'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.polymatic.systems:
    Service Mesh Wars, Goodbye Istio in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.postman.com/capture-responses-using-the-postman-proxy:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781430038.528058
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: '2022'
  status: online
  ai_summary: Technical guide showing how to deploy Postman's native Proxy configuration
    to capture request and response payloads in real-time. Extremely useful for reverse-engineering
    closed APIs and debugging mobile/IoT traffic flow.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Quality Assurance
  - API Design
  - Network Debugging
  is_microservice: true
  title: 'blog.postman.com: You Can Now Capture Responses Using the Postman Proxy'
https://blog.postman.com/how-to-choose-between-rest-vs-graphql-vs-grpc-vs-soap:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781430036.337566
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: '2023'
  status: online
  ai_summary: An elite architectural breakdown contrasting REST, GraphQL, gRPC, and
    SOAP protocols. Outlines technical selection heuristics based on transport performance,
    serialization structures, payload size, type-safety guarantees, and network latency
    tolerances inside microservice topologies.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - API Design
  - Protocol Selection
  is_microservice: true
  title: '==blog.postman.com: How to choose between REST vs. GraphQL vs. gRPC vs.''
    SOAP=='
https://blog.postman.com/introducing-secret-variable-type-in-postman:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781432158.627616
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/postman.md
  v2_locations:
  - postman.md
  year: '2023'
  status: online
  ai_summary: Postman's 'Secret' variable type enhances security workflows by preventing
    sensitive data leakage in API tests and collections. It masks sensitive values
    (like API keys or tokens) in the Postman UI and console logs, protecting them
    from accidental exposure during sharing or screen-sharing sessions. This feature
    represents a critical upgrade for enterprise DevSecOps pipelines integrating automated
    API testing.
  language: JavaScript
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - API Lifecycle
  - Secrets Management
  is_microservice: false
  title: '==blog.postman.com: Introducing the Secret Variable Type in Postman=='
https://blog.postman.com/matrix-postman-internal-tool-microservices:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781429917.985719
  stars: 0
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/postman.md
  v2_locations:
  - postman.md
  year: '2021'
  status: online
  ai_summary: Matrix is Postman's internal developer tool designed to orchestrate
    local microservices development, simplifying the execution and coordination of
    dependent services. It acts as a lightweight developer portal, bridging the gap
    between local compose files and remote staging environments. Live engineering
    truth reveals it as a custom service runner that enhances developer workflow automation
    and mitigates configuration drift.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Architecture
  - Microservices
  - Internal Developer Platforms
  is_microservice: true
  title: 'blog.postman.com: Meet Matrix: Postman’s Internal Tool for Working with''
    Microservices'
https://blog.postman.com/postman-first-5-things-to-try:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781429918.934791
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/postman.md
  v2_locations:
  - postman.md
  year: '2021'
  status: online
  ai_summary: A foundational guide covering fundamental Postman workflows, including
    sending requests, creating collections, executing environment variables, and automated
    test scripting. It introduces developers to rapid API prototyping and assertions
    using Chai-based test libraries. This entry point establishes robust habits for
    automated integration testing in microservices architectures.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - API Development
  - Testing & Debugging
  - Getting Started
  is_microservice: false
  title: 'blog.postman.com: First 5 Things to Try If You’re New to Postman'
https://blog.postman.com/postmans-proxy-now-fully-supports-https-endpoints:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781429917.058609
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/postman.md
  v2_locations:
  - postman.md
  year: '2021'
  status: online
  ai_summary: Postman's built-in proxy captures HTTPS traffic directly from mobile
    devices and desktop clients, facilitating API inspection. Utilizing custom SSL
    certificates, it decrypts SSL/TLS payloads locally to allow seamless request debugging.
    This integration accelerates contract testing and troubleshooting within local
    microservices environments.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - API Development
  - Testing & Debugging
  - Postman Proxy
  is_microservice: true
  title: 'blog.postman.com: Postman’s Proxy Now Fully Supports HTTPS Endpoints'
https://blog.postman.com/what-is-platformops:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781430173.061495
  stars: 4
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: '2024'
  status: online
  ai_summary: Analysis of the rise of PlatformOps as the execution branch of Platform
    Engineering. Explains the transition of managing dev tooling, infrastructure catalogs,
    and APIs as internal products to drastically reduce cognitive load for developers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Culture
  - Platform Engineering
  - PlatformOps
  is_microservice: true
  title: 'blog.postman.com: What Is PlatformOps?'
https://blog.powerupcloud.com/2016/02/07/aws-inventory-details-in-csv-using-lambda:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031564.036952
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.powerupcloud.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.pragmaticengineer.com/advice-for-tech-workers-to-navigate-a-heated-job-market:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Pragmatic advice for software engineers navigating a highly active employment
    market. It outlines compensation evaluation frameworks, how to detect organizational
    toxicity during selection, and negotiations strategies for senior technical positions.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Professional Development
  - Career Transitions
  - Market Dynamics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.pragmaticengineer.com: The Most Heated Tech Job Market in History:
    Advice for Software Engineers'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://blog.pragmaticengineer.com/project-management-at-big-tech:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A seminal critique of Scrum frameworks within modern hyper-scale technology
    companies. Contrasts classical prescriptive Scrum ceremonies with the pragmatism
    found in Big Tech, which prioritizes engineer-led planning, asynchronous progress
    tracking, and outcome-based roadmapping. Highlights how microservices-oriented
    teams achieve high agility through direct system ownership and continuous delivery
    without overhead-heavy ceremonies.
  language: en
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Engineering Leadership
  - Project Management
  - Big Tech Practices
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'blog.pragmaticengineer.com: How Big Tech Runs Tech Projects and the Curious
    Absence of Scrum'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://blog.pragmaticengineer.com/typical-migration-approaches:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Written by Gergely Orosz, this deep-dive highlights technical planning
    and execution strategies for complex system migrations. Discusses mitigating dual-write
    issues, rollback preparations, and incremental phased cutovers to manage operational
    risk.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Migration
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.pragmaticengineer.com: Migrations Done Well: Typical Migration Approaches'
  addition_method: manual
  v2_locations:
  - introduction.md
https://blog.programster.org/docker-swarm-cheatsheet:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: 'Curator Insight: Focuses on quick commands for orchestrating multi-container
    applications on Swarm clusters using Compose-like stack files. Live Grounding:
    Offers robust practical guidance for deploying stateful vs stateless services,
    with clear commands to configure volumes and secret management directly through
    the Docker CLI.'
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Docker Swarm
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.programster.org: Docker Swarm Cheatsheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://blog.purestorage.com/stateful-kubernetes-pure-service-orchestrator-kontena-pharos:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A technical blog post detailing stateful storage solutions in Kubernetes
    using Pure Service Orchestrator on Kontena Pharos, a lightweight enterprise distribution.
    With Kontena Pharos discontinued and Pure Storage workflows fully migrated to
    standard CSI plugins (like Portworx), this remains of historical interest only.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Storage
  - Stateful Applications
  - Legacy Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Stateful Kubernetes-In-a-Box with Kontena Pharos
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://blog.px.dev/autoscaling-custom-k8s-metric:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An advanced technical analysis demonstrating how to build an eBPF-driven
    metric gathering pipeline utilizing Pixie. Illustrates how low-level network signals
    can serve as precision inputs for the Kubernetes HPA scaling engine.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Kubernetes & Scaling
  - Metrics & Monitoring
  - eBPF-driven Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.px.dev: Horizontal Pod Autoscaling with Custom Metrics in Kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://blog.px.dev/container-filesystems:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A low-level debugging guide for mapping virtual container filesystems
    back to host machines. Explains overlayfs architecture, namespace confinement,
    and how to query disk structures via procfs, assisting in post-mortem application
    forensics.
  language: Bash
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Operations
  - Troubleshooting
  - Storage & File Systems
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.px.dev: Where are my container''s files? Inspecting container filesystems'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.px.dev/etcd-6-tips:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep-dive analyzing etcd internals under the Raft consensus mechanism.
    Provides six optimization techniques covering disk partition isolating, compact
    tasks, db sizing, lease scaling, and defragmentation routines necessary to protect
    cluster health.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Etcd
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.px.dev: How etcd works and 6 tips to keep in mind'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.px.dev/k8s-operator:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the advantages and disadvantages of deploying Operators. It
    contrasts automation capabilities against increased control-plane pressure and
    code maintenance costs.
  language: N/A
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Resources
  - Education
  - Trade-off Evaluation
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.px.dev/k8s-operator: 3 Reasons to Use Kubernetes Operators (and 2 Reasons
    Not To)'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://blog.rabbitmq.com/posts/2021/07/rabbitmq-streams-first-application:
  addition_method: manual
  content_hash: 14c29a2777e5a6b1611d378fda6c0d6fbe0e629b4e3903f1d4d6d57d1221527c
  description: ''
  health_score: 100.0
  last_checked: 1779031552.802685
  stars: 0
  status: online
  title: 'blog.rabbitmq.com: First Application With RabbitMQ Streams'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://blog.rackspace.com/patch-and-ami-management-for-windows-on-aws:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Engineering blog clarifying patch administration, automated AMI construction,
    and system compliance practices for running legacy or enterprise Windows Server
    nodes on AWS.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Infrastructure Operations
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'blog.rackspace.com: Patch and AMI Management for Windows on AWS'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://blog.radwell.codes/2021/05/best-kubernetes-distribution-for-local-environments:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes localized Kubernetes distributions from a CPU and memory efficiency
    standpoint. Helps engineers match custom testing configurations against hardware-constrained
    developer machines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Local Kubernetes Environments
  - Single-Node Clusters
  - Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.radwell.codes: What’s the best Kubernetes distribution for local environments?
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://blog.radwell.codes/2021/05/provisioning-single-node-kubernetes-cluster-using-kubeadm-on-ubuntu-20-04:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step workflow focused on configuring a single-node Kubernetes
    cluster on Ubuntu 20.04 using Kubeadm. Outlines how to untaint the control plane
    node to enable single-node scheduling for development and resource-constrained
    test beds.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Provisioning
  - Bootstrapping
  - Ubuntu
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.radwell.codes: Provisioning Single-node Kubernetes Cluster using kubeadm
    on Ubuntu 20.04'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://blog.ratnopamc.com/reduce-cross-az-traffic-costs-on-eks-using-topology-aware-hints:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029565.298302
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.ratnopamc.com: Reduce cross-AZ traffic costs on EKS using topology''
    aware hints'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.ratnopamc.com:
    Reduce cross-AZ traffic costs on EKS using topology'' aware hints in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.realkinetic.com/its-time-to-retire-terraform-30545fd5f186:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A critical, forward-looking architectural analysis evaluating the limitations
    of declarative static HCL. Argues for migrating toward programming-language-based
    Infrastructure as Code (IaC) architectures (e.g., Pulumi or AWS CDK) to mitigate
    the cognitive load, state-locking friction, and custom domain DSL limitations
    inherent in large-scale enterprise deployments.
  language: None
  resource_type: Opinion/Analysis
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Discussions & Critiques
  - Evolution of IaC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.realkinetic.com: It’s Time to Retire Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://blog.redbrickai.com/blog-posts/fast-meta-sam-for-medical-imaging:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031473.626769
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.redbrickai.com: F.A.S.T. ⚡️ Meta AI’s Segment Anything for Medical''
    Imaging'
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.redbrickai.com:
    F.A.S.T. ⚡️ Meta AI’s Segment Anything for Medical'' Imaging in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.rewanthtammana.com/creating-malicious-admission-controllers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033019.564181
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.rewanthtammana.com: Creating Malicious Admission Controllers'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.rewanthtammana.com:
    Creating Malicious Admission Controllers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.rewanthtammana.com/hardening-kaniko-build-process-with-linux-capabilities:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029118.736586
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.rewanthtammana.com: Hardening Kaniko build process with Linux capabilities'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.rewanthtammana.com:
    Hardening Kaniko build process with Linux capabilities in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.risingstack.com/argo-cd-kubernetes-tutorial:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A structured starter guide covering ArgoCD installation, repository
    connection, and application deployment. Outlines core synchronization paradigms
    and provides a practical walkthrough of transitioning standard manifests to GitOps.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Concepts & Practices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.risingstack.com: Argo CD Kubernetes Tutorial'
  addition_method: manual
  v2_locations:
  - argo.md
https://blog.risingstack.com/designing-microservices-architecture-for-failure:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Architecting microservices requires planning for inevitable network,
    hardware, and downstream dependency failures. This analysis outlines essential
    resiliency patterns, such as circuit breakers, retries with exponential backoff,
    and graceful degradation strategies. Implementing these patterns prevents cascading
    failures and maintains systemic availability under high-load or degraded operational
    states.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Microservices
  - Resiliency Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.risingstack.com: Designing a Microservices Architecture for Failure'
  addition_method: manual
  v2_locations:
  - faq.md
https://blog.robertsimoes.org/posts/four-wings-of-software-engineers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034238.078128
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.robertsimoes.org: Four Wings of a Software Engineer'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.robertsimoes.org:
    Four Wings of a Software Engineer in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.rtwilson.com/my-top-5-new-python-modules-of-2015:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: An archival review exploring breakout standard and third-party modules
    from 2015, capturing the early adoption of modern async and formatting libraries
    in Python.
  language: Python
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Library Exploration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: My top 5 ‘new’ Python modules of 2015
  addition_method: manual
  v2_locations:
  - python.md
https://blog.rubyroidlabs.com/2016/04/postgresql-9-5:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030824.548869
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.rubyroidlabs.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.runx.dev/3-things-i-hate-about-kubernetes-49f1656baeaa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029988.696614
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.runx.dev: 3 Things I Hate About Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.runx.dev:
    3 Things I Hate About Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.runx.dev/5-common-kubernetes-mistakes-and-how-to-avoid-them-150607beb475:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029165.338298
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.runx.dev: 5 Common Kubernetes Mistakes and how to avoid them'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.runx.dev:
    5 Common Kubernetes Mistakes and how to avoid them in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.runx.dev/will-that-kubernetes-v1-22-upgrade-break-my-application-cc339dc2e2c7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030440.212708
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==blog.runx.dev: Will That Kubernetes v1.22 Upgrade Break My Application?=='
  v1_locations:
  - docs/kubernetes-releases.md
  v2_locations:
  - kubernetes-releases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==blog.runx.dev:
    Will That Kubernetes v1.22 Upgrade Break My Application?== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.scaleway.com/how-to-deploy-and-distribute-the-workload-on-a-multi-cloud-kubernetes-environment:
  addition_method: manual
  content_hash: 70e02f3237e2d19e30a467db58f89a3eac0587a286f147482a4ae7528c27a90c
  description: ''
  health_score: 100.0
  last_checked: 1779032256.047301
  stars: 0
  status: online
  title: "==blog.scaleway.com: How to deploy and distribute the workload on a multi-cloud'
    Kubernetes environment== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://blog.scaleway.com/saas-multi-tenant-vs-multi-instance-architectures:
  addition_method: manual
  content_hash: 1d5982314c11696e253ed690609482ee21310325a46be485a1ce97743593f78d
  description: ''
  health_score: 100.0
  last_checked: 1779032729.14055
  stars: 0
  status: online
  title: SaaS Solutions - What is the difference between a multi-instance and a multi-tenant
    architecture
  v1_locations:
  - docs/introduction.md
  - docs/scaleway.md
  year: N/A
https://blog.scaleway.com/understanding-kubernetes-autoscaling:
  addition_method: manual
  content_hash: a9023f1430aa0d47d7a17aa03c09c852c43f5fa9f5d8b413b5422141a167c606
  description: ''
  health_score: 100.0
  last_checked: 1779032556.789993
  stars: 0
  status: online
  title: 'blog.scaleway.com: Understanding Kubernetes Autoscaling'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://blog.scottlowe.org/2016/03/22/using-docker-machine-with-aws:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Detailed technical blog post showing how to provision and manage remote
    Docker engines on AWS using the deprecated Docker Machine utility. While valuable
    for historical debugging and legacy architecture comprehension, live industry
    alignment dictates migrating to modern Cloud API alternatives (such as AWS CLI,
    Terraform, or Rancher).
  language: Bash
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Legacy Tooling
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Using Docker Machine with AWS
  addition_method: manual
  v2_locations:
  - aws-containers.md
https://blog.scottlowe.org/2020/06/16/using-kubectl-via-an-ssh-tunnel:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Provides step-by-step instructions for establishing secure SSH tunnels
    to reach private Kubernetes cluster control planes. Solves public exposure issues
    of the Kubernetes API server using proxy forwarding. (Live Grounding: Standard
    fallback security access pattern, often replaced by modern Zero Trust Network
    Access (ZTNA) brokers in larger companies).'
  language: Shell
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Infrastructure
  - Kubernetes Core
  - Cluster Access Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.scottlowe.org: Using kubectl via an SSH Tunnel'
  addition_method: manual
  v2_locations:
  - demos.md
https://blog.scrumstudy.com/scrum-and-kanban-alike-or-different-2:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: A structural analysis comparing Scrum iterations and Kanban workflows.
    Explores trade-offs in velocity, team responsibility, and scheduling mechanics,
    providing project leaders with strategic decision criteria.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Project Management
  - Agile Methodologies
  - Scrum vs Kanban
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.scrumstudy.com: Scrum and Kanban, alike or different?'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://blog.searce.com/devtron-one-stop-shop-for-all-kubernetes-deployments-6f1c111a7ba1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031927.481251
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.searce.com: Devtron: One-stop shop for all Kubernetes deployments'
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.searce.com:
    Devtron: One-stop shop for all Kubernetes deployments in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.searce.com/jenkins-distributed-cluster-using-dynamic-build-agents-on-gke-e2262a59dcb3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029267.784081
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.searce.com: Jenkins Distributed Cluster Using Dynamic Build Agents''
    On GKE'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.searce.com:
    Jenkins Distributed Cluster Using Dynamic Build Agents'' On GKE in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.searce.com/optimize-cost-for-aws-eks-cluster-using-spotinst-ffcebe8e3571:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029826.436316
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.searce.com: Optimise cost for AWS EKS cluster using Spotinst \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.searce.com:
    Optimise cost for AWS EKS cluster using Spotinst \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.searce.com/single-pod-access-mode-for-persistent-volumes-on-kubernetes-4cf79200aa9a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031329.081012
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.searce.com: Single Pod Access Mode for Persistent Volumes on Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.searce.com:
    Single Pod Access Mode for Persistent Volumes on Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.searce.com/transform-kubernetes-manifests-into-helm-chart-f3d100688423:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029377.751506
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.searce.com: Transform Kubernetes Manifests into Helm Chart'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.searce.com:
    Transform Kubernetes Manifests into Helm Chart in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.seifbassem.com/blogs/posts/azure-arc-ssh:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An engineering guide demonstrating how to establish secure, passwordless
    SSH tunnels into Azure Arc-enabled servers without public IP addresses. It leverages
    Azure Arc's built-in relay capability and Entra ID authentication to enforce strict
    role-based access control (RBAC). This paradigm provides a zero-trust alternative
    to bastion hosts or VPN connections for remote host management.
  language: Shell
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native & Kubernetes
  - Hybrid & Multicloud Solutions
  - Arc-enabled Servers Security
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'seifbassem.com: SSH into your Azure Arc-enabled servers from anywhere'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.seifbassem.com/blogs/posts/azure-naming-tool:
  addition_method: manual
  content_hash: b43758c2ee6b9c8bcb25c93c193ddf79c96b134199fea227cb411562c29c0e49
  health_score: 100.0
  last_checked: 1779130494.932962
  v1_locations:
  - docs/azure.md
https://blog.shippable.com/how-to-be-a-great-devops-engineer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033476.823625
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "How to be a great DevOps Engineer \U0001F31F"
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering How to
    be a great DevOps Engineer \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.shreyaspatil.dev/automate-library-publishing-to-maven-central-with-github-actions-workflow-dispatch:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details how to configure automated deployment pipelines to Maven Central.
    Uses the `workflow_dispatch` event trigger to securely run parameterized release
    pipelines and push Java/Kotlin dependencies.
  language: Kotlin
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - Software Distribution
  - Mobile Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.shreyaspatil.dev: Automate library publishing to Maven Central with
    GitHub Actions Workflow Dispatch'
  addition_method: manual
  v2_locations:
  - git.md
https://blog.sighup.io/an-introduction-to-hierarchical-namespace-controller-hnc:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed evaluation of policy enforcement using the Hierarchical Namespace
    Controller. Highlights operational scenarios for delegating namespace permissions
    down structural hierarchies.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Hierarchical Namespaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.sighup.io: Hierarchical Namespace Controller (HNC): a look into the
    future of Kubernetes Multitenancy'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.sighup.io/how-to-run-kubernetes-without-docker:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Demonstrates runtime decoupling by running a fully functional Kubernetes
    cluster without the legacy Docker engine. Leverages Container Runtime Interface
    (CRI) options like Containerd or CRI-O directly to optimize cluster performance.
  language: Bash
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - CRI
  - Alternative Runtimes
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'blog.sighup.io: How to run Kubernetes without Docker'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.sighup.io/keycloak-ha-on-kubernetes:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Architectural guide outlining how to deploy and manage a highly available
    Keycloak cluster on Kubernetes. Addresses database pooling, persistent volume
    strategies, and multi-replica coordination using Kubernetes native primitives.
    Ensures continuous identity services with zero downtime.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access Management
  - High Availability
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'blog.sighup.io: How to run Keycloak in HA on Kubernetes'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://blog.sigstore.dev/how-to-verify-container-images-with-kyverno-using-kms-cosign-and-workload-identity-1e07d2b85061:
  description: ''
  addition_method: manual
  content_hash: f6ef7e6261cbaf286fd33a192671831afa301d3f2e7d525e3d0e84971984e8a2
  health_score: 100.0
  last_checked: 1779031422.591946
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2022'
  ai_summary: An advanced technical exploration of enterprise container security architectures.
    Provides steps to construct a validation loop that verifies image signatures dynamically
    using Kyverno, integrated directly with KMS key stores, Sigstore Cosign, and OIDC-based
    Workload Identity.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Supply Chain Security
  - Cryptographic Signatures
  is_microservice: false
  title: 'blog.sigstore.dev: How to verify container images with Kyverno using KMS,''
    Cosign, and Workload Identity'
https://blog.siliconvalve.com/posts/2024/02/06/analysing-git-commit-history-using-azure-data-explorer:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Engineering showcase demonstrating how to ingest Git commit histories
    into Azure Data Explorer (ADX). Focuses on leveraging Kusto Query Language (KQL)
    to analyze code repository metrics, developer velocity patterns, and branch merge
    lifecycles, proving ADX’s high-throughput telemetry capabilities for unorthodox
    log structures.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Data & Storage
  - Data Analytics
  - Kusto Query Language
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.siliconvalve.com: Analysing git commit history using Azure Data Explorer'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.sixeyed.com/you-cant-always-have-kubernetes-running-containers-in-azure-vm-scale-sets:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural exploration of container orchestration using Virtual
    Machine Scale Sets (VMSS) as a high-density, low-complexity alternative to Kubernetes.
    This methodology leverages native cloud init scripts and container runtimes embedded
    within custom base images. Ideal for scenarios demanding high performance and
    cost efficiency without the operational overhead of an AKS control plane.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Compute & Containers
  - Virtual Machines
  - VMSS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.sixeyed.com: You can''t always have Kubernetes: running containers
    in Azure VM Scale Sets'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.sldk.de/2021/02/introduction-to-gitops-on-kubernetes-with-flux-v2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A clear introduction to the fundamental architecture of Flux v2. Explains
    key resources including GitRepository, Kustomization, and how they combine to
    deploy reliable workloads.
  language: None
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.sldk.de: Introduction to GitOps on Kubernetes with Flux v2 \U0001F31F"
  addition_method: manual
  v2_locations:
  - flux.md
https://blog.slycreator.com/network-policies-understanding-kubernetes-network-policies:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034372.777536
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.slycreator.com: Network Policies: Understanding Kubernetes Network''
    Policies'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.slycreator.com:
    Network Policies: Understanding Kubernetes Network'' Policies in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.sonatype.com/achieving-ci/cd-with-kubernetes:
  addition_method: manual
  content_hash: 8a9f4e9111c40252f87cc0d63dad277be6dd8d40f780a6056eec61a75a219459
  description: ''
  health_score: 100.0
  last_checked: 1779032163.393875
  stars: 0
  status: online
  title: "blog.sonatype.com: Achieving CI and CD With Kubernetes \U0001F31F"
  v1_locations:
  - docs/cicd.md
  year: N/A
https://blog.sonatype.com/new-cloud-native-ci/cd-projects-openshift-and-tekton:
  addition_method: manual
  content_hash: 5e8e23b3064531a9a1a80b25d4f3246e1fc02fa2deb596d3c30ffff686d0f881
  description: ''
  health_score: 100.0
  last_checked: 1779032820.380788
  stars: 0
  status: online
  title: CI/CD OpenShift and Tekton
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://blog.sonatype.com/python-packages-upload-your-aws-keys-env-vars-secrets-to-web:
  addition_method: manual
  content_hash: 21eaec12364609a146d3f83fab8f0252432eb164a4488f041da520454e5eb8fe
  description: ''
  health_score: 100.0
  last_checked: 1779032920.73995
  stars: 0
  status: online
  title: 'blog.sonatype.com: Python Packages Upload Your AWS Keys, env vars, Secrets''
    to the Web'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://blog.sonatype.com/using-nexus-3-as-your-repository-part-3-docker-images:
  addition_method: manual
  content_hash: f66223c15fe543495b6255c2a07bc52b0c3634674c80bb4a5378931e1c88b8b1
  description: ''
  health_score: 100.0
  last_checked: 1779034217.774159
  stars: 0
  status: online
  title: "blog.sonatype.com: Using Nexus 3 as Your Repository – Part 3: Docker Images'
    \U0001F31F"
  v1_locations:
  - docs/registries.md
  year: N/A
? https://blog.sonnes.cloud/introducing-azure-devops-backup-tool-1-1-0-0-major-update-with-new-features-bug-fixes-and-enhanced-security
: description: ''
  year: '2024'
  stars: 3
  ai_summary: Introduces major feature releases of the Azure DevOps Backup Tool (v1.1.0.0),
    highlighting enhancements in API throughput, credential safety, and automated
    backup schedules. 2026 engineering audits confirm this tool is reliable for securing
    multi-tenant environments against accidental service deletions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - Data Protection & Backup
  - Disaster Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.sonnes.cloud: Introducing Azure DevOps Backup Tool 1.1.0.0: Major update
    with new features, bug fixes and enhanced security!'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.stack-labs.com/code/kustomize-101:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An foundational exploration of declarative application customization
    in Kubernetes using Kustomize. It contrasts template-driven engines like Helm
    with Kustomize's overlay-based, template-free patching, focusing on clean resource
    organization across different environments without altering original YAML files.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.stack-labs.com: Kustomize - The right way to do templating in Kubernetes'
  addition_method: manual
  v2_locations:
  - kustomize.md
? https://blog.stackademic.com/advanced-end-to-end-devsecops-kubernetes-three-tier-project-using-aws-eks-argocd-prometheus-fbbfdb956d1a
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034491.459177
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.stackademic.com: Advanced End-to-End DevSecOps Kubernetes Three-Tier''
    Project using AWS EKS, ArgoCD, Prometheus, Grafana, and Jenkins'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.stackademic.com:
    Advanced End-to-End DevSecOps Kubernetes Three-Tier'' Project using AWS EKS, ArgoCD,
    Prometheus, Grafana, and Jenkins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://blog.stackademic.com/advanced-end-to-end-devsecops-kubernetes-three-tier-project-using-azure-aks-fluxcd-prometheus-cca3c5e61953
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030680.210477
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.stackademic.com: Advanced End-to-End DevSecOps Kubernetes Three-Tier''
    Project using Azure AKS, fluxCD, Prometheus, Grafana, and GitLab'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.stackademic.com:
    Advanced End-to-End DevSecOps Kubernetes Three-Tier'' Project using Azure AKS,
    fluxCD, Prometheus, Grafana, and GitLab in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.stackademic.com/create-the-aws-eks-cluster-with-a-managed-node-group-using-custom-launch-templates-185744a0cc79:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031255.386422
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.stackademic.com: Create the AWS EKS Cluster with a Managed Node Group''
    Using Custom Launch Templates'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.stackademic.com:
    Create the AWS EKS Cluster with a Managed Node Group'' Using Custom Launch Templates
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.stackademic.com/mastering-local-microservices-debugging-with-mirrord-0a99443c1544:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033424.54452
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.stackademic.com: Debugging Microservices Locally with mirrord'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.stackademic.com:
    Debugging Microservices Locally with mirrord in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.stephane-robert.info/post/ansible-utiliser-mysql-comme-inventaire-dynamique:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Technical deep-dive on configuring Ansible to query a MySQL database
    dynamically to build asset inventories. Eliminates hardcoded static host files
    by relying on runtime query configurations. (Live Grounding: Essential for hybrid-cloud
    setups where IP address spaces change rapidly and dynamically).'
  language: YAML/Python/SQL
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code & CI-CD
  - Configuration Management
  - Ansible Inventory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.stephane-robert.info: Ansible - Utiliser MySQL comme inventaire dynamique
    (Use MySQL as a dynamic inventory)'
  addition_method: manual
  v2_locations:
  - demos.md
https://blog.streammonkey.com/how-we-serverlessly-migrated-1-58-billion-elasticsearch-documents-33ad3d0d7c4f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029316.688854
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.streammonkey.com: How We Serverlessly Migrated 1.58 Billion Elasticsearch''
    Documents'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.streammonkey.com:
    How We Serverlessly Migrated 1.58 Billion Elasticsearch'' Documents in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.styra.com/blog/5-opa-deployment-performance-models-for-microservices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034030.746496
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.styra.com: 5 OPA Deployment Performance Models for Microservices'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.styra.com:
    5 OPA Deployment Performance Models for Microservices in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.styra.com/blog/dynamic-policy-composition-for-opa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032405.603786
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.styra.com: Dynamic Policy Composition for OPA'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.styra.com:
    Dynamic Policy Composition for OPA in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.styra.com/blog/integrating-identity-oauth2-and-openid-connect-in-open-policy-agent:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032100.183212
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.styra.com: Integrating Identity: OAUTH2 and OPENID CONNECT in Open''
    Policy Agent'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.styra.com:
    Integrating Identity: OAUTH2 and OPENID CONNECT in Open'' Policy Agent in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.styra.com/blog/open-policy-agent-the-top-5-kubernetes-admission-control-policies:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029590.122361
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.styra.com: Open Policy Agent: The Top 5 Kubernetes Admission Control''
    Policies'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.styra.com:
    Open Policy Agent: The Top 5 Kubernetes Admission Control'' Policies in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.styra.com/blog/policy-based-infrastructure-guardrails-with-terraform-and-opa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030235.396376
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.styra.com: Policy-based infrastructure guardrails with Terraform and'
    OPA \U0001F31F"
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.styra.com:
    Policy-based infrastructure guardrails with Terraform and' OPA \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.styra.com/blog/rego-unit-testing:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034049.161703
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.styra.com: Rego Unit Testing'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.styra.com:
    Rego Unit Testing in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.styra.com/blog/using-opa-with-gitops-to-speed-cloud-native-development:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029820.657989
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.styra.com: Using OPA with GitOps to speed Cloud-Native development'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.styra.com:
    Using OPA with GitOps to speed Cloud-Native development in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.styra.com/blog/why-rbac-is-not-enough-for-kubernetes-api-security:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033140.546114
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.styra.com: Why RBAC is not enough for kubernetes security \U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.styra.com:
    Why RBAC is not enough for kubernetes security \U0001F31F\U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.suhailkakar.com/web-30-terms-and-their-definitions-in-plain-english:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032734.135559
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.suhailkakar.com: Web 3.0 Terms and Their Definitions in Plain English'
  v1_locations:
  - docs/web3.md
  v2_locations:
  - web3.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.suhailkakar.com:
    Web 3.0 Terms and Their Definitions in Plain English in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.t-systems-mms.com/tech-insights/ansible-lets-encrypt-collection:
  addition_method: manual
  content_hash: 44c92574e1c4cfe7e316248ce25f73f17f3451289de45d253078c0f090b55654
  description: ''
  health_score: 100.0
  last_checked: 1779030591.410214
  stars: 0
  status: online
  title: Ansible Let's Encrypt Collection
  v1_locations:
  - docs/ansible.md
  year: N/A
https://blog.tanmaysarkar.tech/beginners-guide-to-argo-cd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031012.114344
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==blog.tanmaysarkar.tech: Beginners Guide to Argo CD=='
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==blog.tanmaysarkar.tech:
    Beginners Guide to Argo CD== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.teamhephy.info/blog/posts/tutorials/running-workflow-without-any-loadbalancer.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031349.421563
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.teamhephy.info: Running Workflow Without Any LoadBalancer'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.teamhephy.info:
    Running Workflow Without Any LoadBalancer in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.techiescamp.com/docs/jenkins-multibranch-pipeline:
  addition_method: manual
  content_hash: d862a999a2f40762119bbbf7e3fb2c8e7656bd1caffe8f7b84efa8f10d943b56
  description: ''
  health_score: 100.0
  last_checked: 1779030401.213351
  needs_ai_refresh: true
  stars: 0
  title: 'Lesson 5.1: Introduction to Jenkins Multibranch Pipeline'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://blog.techiescamp.com/docs/wcurl:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Practical walkthrough illustrating how `wcurl` simplifies download pipelines.
    Compares its streamlined syntax to raw `curl` or `wget` commands, highlighting
    its utility in lightweight Dockerfiles and thin container runtimes.
  language: Shell
  resource_type: Command-Line Guide
  complexity: Beginner
  hierarchy:
  - Linux
  - Networking
  - Data Transfer
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.techiescamp.com: wcurl: A Simple Wrapper for curl to download files'
  addition_method: manual
  v2_locations:
  - linux.md
https://blog.techiescamp.com/jenkins-course:
  description: '- [Lesson 5.1: Introduction to Jenkins Multibranch Pipeline](https://blog.techiescamp.com/docs/jenkins-multibranch-pipeline)'
  year: '2021'
  stars: 0
  ai_summary: A deep-dive tutorial centered around Jenkins Multibranch Pipelines,
    explaining dynamic job discovery across git repositories. Shows engineers how
    to configure automatic branch detection, scan triggers, and stage-level execution
    hooks based on feature branch configurations.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Jenkins Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.techiescamp.com/jenkins-course \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://blog.techknowtrendz.com/taking-amazon-eks-anywhere-for-a-spin:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031979.543552
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.techknowtrendz.com: Taking Amazon EKS Anywhere for a spin'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.techknowtrendz.com:
    Taking Amazon EKS Anywhere for a spin in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.teclado.com/python-methods-instance-static-class:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical dissection of method boundaries in Python objects. Contrasts
    instance methods (`self`) with dynamic factory capabilities of classmethods (`cls`)
    and namespace-isolated staticmethods.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Object-Oriented Programming
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.teclado.com: Python Methods: Instance, Static and Class'
  addition_method: manual
  v2_locations:
  - python.md
https://blog.teemo.co/terraform-in-10-commands-e737dfd8bf31:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly structured, quick-reference guide detailing the ten core CLI
    commands required to manage infrastructure lifecycles. Covers initialization,
    plan, apply, destroy, and state manipulation, making it an excellent onboarding
    cheat-sheet for developers.
  language: English
  resource_type: Command Reference
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Quickstart
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.teemo.co: Terraform in 10 commands'
  addition_method: manual
  v2_locations:
  - terraform.md
https://blog.tekspace.io/deploying-kubernetes-dashboard-in-k3s-cluster:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: Step-by-step implementation guide detailing how to deploy and configure
    the official Kubernetes Dashboard inside a resource-constrained K3s cluster. Covers
    service configuration, RBAC cluster role bindings, token generation, and exposing
    the UI via NodePort.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - K3s Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.tekspace.io: Deploying Kubernetes Dashboard in K3S Cluster'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://blog.thundra.io/4-software-testing-roles:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031185.870814
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.thundra.io: 4 Software Testing Roles'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.thundra.io:
    4 Software Testing Roles in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.thundra.io/dry-dont-repeat-yourself-on-the-cloud-with-pulumi:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034232.472422
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: DRY (Don’t Repeat Yourself) on the cloud with Pulumi
  v1_locations:
  - docs/pulumi.md
  v2_locations:
  - pulumi.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering DRY (Don’t
    Repeat Yourself) on the cloud with Pulumi in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.thundra.io/how-to-fix-your-failing-end-to-end-tests:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032184.686404
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.thundra.io: How to Fix Your Failing End-to-End Tests?'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.thundra.io:
    How to Fix Your Failing End-to-End Tests? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.thundra.io/how-to-set-up-a-ci-pipeline-in-github-actions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031669.249714
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.thundra.io: How to Set Up a CI Pipeline in GitHub Actions'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.thundra.io:
    How to Set Up a CI Pipeline in GitHub Actions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.thundra.io/the-ci/cd-war-of-2021-a-look-at-the-most-popular-technologies:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034101.439158
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.thundra.io: The CI/CD War of 2021: A Look at the Most Popular Technologies'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.thundra.io:
    The CI/CD War of 2021: A Look at the Most Popular Technologies in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.thundra.io/top-10-github-actions-you-should-use-to-set-up-your-ci/cd-pipeline:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031439.886107
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.thundra.io: Top 10 GitHub Actions You Should Use to set up your CI/CD''
    Pipeline'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.thundra.io:
    Top 10 GitHub Actions You Should Use to set up your CI/CD'' Pipeline in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.thundra.io/what-ci-observability-means-for-devops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030425.589421
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.thundra.io: What CI Observability Means for DevOps \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.thundra.io:
    What CI Observability Means for DevOps \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.thundra.io/why-a-ci/cd-pipeline-makes-good-business-sense:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032751.356307
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.thundra.io: Why a CI/CD Pipeline Makes Good Business Sense'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.thundra.io:
    Why a CI/CD Pipeline Makes Good Business Sense in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.thundra.io/why-should-you-run-all-your-tests-in-docker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032149.908194
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.thundra.io: Why Should You Run All Your Tests in Docker? \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.thundra.io:
    Why Should You Run All Your Tests in Docker? \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.tilt.dev/2021/03/18/kubernetes-is-so-simple.html:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A lightweight diagnostic guide for interacting with the Kubernetes API
    Server without using kubectl. Explores API schemas, TLS handshakes, and token-based
    requests using curl.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - API Server
  - Debugging
  - HTTP Client
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.tilt.dev: Kubernetes is so Simple You Can Explore it with Curl'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blog.tobias-huebner.org/low-budget-kubernetes-self-hosted-series:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029634.2591
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.tobias-huebner.org: Low-budget self-hosted Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.tobias-huebner.org:
    Low-budget self-hosted Kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.tomarrell.com/post/traefik_v2_on_kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Technical integration blog detailing how to deploy and customize the
    Traefik v2.2 Ingress Controller using Kustomize configurations. It illustrates
    how to define overlays for environment-specific network values, secure SSL contexts,
    and service exposures. Useful reference for managing non-trivial ingress manifests
    programmatically.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure Security
  - Inbound Traffic Management
  - Traefik
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.tomarrell.com: Kustomize: Traefik v2.2 as a Kubernetes Ingress Controller'
  addition_method: manual
  v2_locations:
  - web-servers.md
  - kustomize.md
https://blog.trello.com/es/conflictos-en-el-trabajo:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Provides an operational framework for identifying and resolving interpersonal
    conflicts within technical delivery teams. Highlights visual tracking systems,
    regular retrospectives, and structured architectural alignment reviews to defuse
    typical friction points, such as diverging coding standards or disputed system
    design decisions.
  language: es
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Team Dynamics
  - Conflict Resolution
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.trello.com: Consejos para manejar distintos conflictos en un equipo
    de trabajo'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://blog.trello.com/is-it-time-to-leave:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A structured workflow designed to analyze personal job dissatisfaction.
    It separates temporary, project-based frustration from toxic management, helping
    developers make objective decisions regarding when to seek new opportunities.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Developer Wellness
  - Career Decisions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.trello.com: Experiencing Job Dissatisfaction: How To Decide If It''s
    Time To Quit'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://blog.twitter.com/engineering/en_us/topics/infrastructure/2021/processing-billions-of-events-in-real-time-at-twitter-:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034501.818482
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==blog.twitter.com: Processing billions of events in real time at Twitter=='
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==blog.twitter.com:
    Processing billions of events in real time at Twitter== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.twstewart.me/posts/cdk8s-python:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A developer-focused analysis highlighting structural trade-offs when
    implementing cdk8s in Python. Evaluates class inheritance structures, JSII compilation
    overhead, and configuration complexities relative to legacy YAML definitions.
  language: Python
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Provisioning
  - Infrastructure as Code
  - CDK for Kubernetes
  tags:
  - '[CASE STUDY]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'blog.twstewart.me: cdk8s-python - A Love and Hate Experience'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://blog.udemy.com/devops-engineer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032455.170104
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==blog.udemy.com: Becoming a DevOps Engineer: Understanding the Role and''
    Responsibilities=='
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==blog.udemy.com:
    Becoming a DevOps Engineer: Understanding the Role and'' Responsibilities== in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.usejournal.com/building-a-serverless-back-end-with-aws-5bb3642a3f4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033092.325665
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.usejournal.com: Building a Serverless Back-end with AWS'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.usejournal.com:
    Building a Serverless Back-end with AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.usejournal.com/spice-up-your-kubernetes-environment-with-aws-lambda-a07d81347607:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030730.074815
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blog.usejournal.com: Spice up Your Kubernetes Environment with AWS Lambda'
    \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blog.usejournal.com:
    Spice up Your Kubernetes Environment with AWS Lambda' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.usejournal.com/useful-tools-for-better-kubernetes-development-87820c2b9435:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033169.759902
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.usejournal.com: Useful Tools for Better Kubernetes Development'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.usejournal.com:
    Useful Tools for Better Kubernetes Development in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.varunsingh.in/5-python-tricks-that-made-me-a-good-python-developer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034431.457134
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.varunsingh.in: 5 Python Tricks That Made Me A Good Python Developer'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.varunsingh.in:
    5 Python Tricks That Made Me A Good Python Developer in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.vizuri.com/red-hat-openshift-service-on-aws-rosa-positions-openshift-for-mainstream-adoption:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A market-focused assessment highlighting the reduction in operational
    friction when transitioning to managed OpenShift on cloud-native hardware.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Managed Kubernetes
  - ROSA Assessment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.vizuri.com: Red Hat OpenShift Service on AWS (ROSA) Positions OpenShift
    for Mainstream Adoption'
  addition_method: manual
  v2_locations:
  - ocp4.md
? https://blog.webhose.io/2015/08/16/dead-simple-for-devs-python-crawler-script-for-extracting-structured-data-from-any-almost-website-into-csv
: addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031810.241026
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blog.webhose.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.werf.io/canary-releases-in-kubernetes-based-on-ingress-nginx-controller-96193efe34f9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033068.138204
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.werf.io: Canary releases in Kubernetes based on Ingress-NGINX Controller'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.werf.io:
    Canary releases in Kubernetes based on Ingress-NGINX Controller in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.werf.io/deploying-helm-charts-with-dependencies-in-kubernetes-via-werf-17e5457cdd3f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033503.813156
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.werf.io: Deploying Helm charts with dependencies in Kubernetes via''
    werf'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.werf.io:
    Deploying Helm charts with dependencies in Kubernetes via'' werf in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.werf.io/running-one-time-tasks-and-debugging-images-in-the-kubernetes-cluster-using-werf-936d6dc483e2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029609.440541
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.werf.io: Running one-time tasks and debugging images in the Kubernetes''
    cluster using werf'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.werf.io:
    Running one-time tasks and debugging images in the Kubernetes'' cluster using
    werf in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.werf.io/werf-v1-2-is-now-stable-heres-what-it-is-all-about-832ed647810f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033422.104449
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.werf.io: werf v1.2 is now stable! Here’s what it is all about'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.werf.io:
    werf v1.2 is now stable! Here’s what it is all about in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.wesleyac.com/posts/timezone-bullshit:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A technical exploration of the systemic complexities and failure modes
    inherent to international timezones and UTC serialization. Essential reading for
    system designers building distributed microservices tracking strict historical
    audit logs.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Systems Programming
  - Time & Serialization
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Timezone Bullshit
  addition_method: manual
  v2_locations:
  - linux.md
https://blog.workwell.io/how-to-manage-your-kafka-consumers-from-the-producer-9933b88085dd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031307.026818
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.workwell.io: How to manage your Kafka consumers from the producer'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.workwell.io:
    How to manage your Kafka consumers from the producer in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blog.wut.dev/2024/07/05/moving-aws-accounts-within-organization.html:
  addition_method: manual
  content_hash: 1a4a0d6f11e5833347a5e4649288c405798b2a3837482ee499b9e2cf18aefe94
  description: ''
  health_score: 100.0
  last_checked: 1779033595.012889
  stars: 0
  status: online
  title: 'blog.wut.dev: Moving AWS Accounts and OUs Within An Organization - Not So''
    Simple!'
  v1_locations:
  - docs/aws-security.md
  year: N/A
https://blog.xmi.fr/posts/terraform-vs-bicep:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analysis comparing Azure Bicep and Terraform. It covers critical
    decision vectors such as provider update speeds, state-file requirements, module
    structures, and how cross-cloud needs affect enterprise technology selections.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Azure
  - IaC
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.xmi.fr: Terraform vs Bicep: the differences you should really know
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://blog.xolo.io/es/es-rentable-ser-aut%C3%B3nomo-en-espa%C3%B1a:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A financial breakdown comparing freelance gross earnings against the
    net income available after local taxes, insurance contributions, and overheads.
    It provides practical equations and simulation scenarios for software developers
    deciding whether to transition from employee to contractor status.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Careers
  - Freelancing
  - Financial Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.xolo.io: ¿Es rentable ser autónomo en España?'
  addition_method: manual
  v2_locations:
  - freelancing.md
https://blog.yannickreekmans.be/secretless-applications-add-permissions-to-a-managed-identity:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Instructs engineers on configuring credential-free infrastructure inside
    Azure. Demystifies direct graph permissions injection on active user or system
    Managed Identities to avoid hardcoded credentials.
  language: PowerShell
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Identity and Access
  - Managed Identities
  - Secretless Architectures
  - Graph API
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.yannickreekmans.be: Secretless applications: add permissions to a Managed
    Identity'
  addition_method: manual
  v2_locations:
  - azure.md
https://blog.ycrash.io/2021/06/28/dmesg-unix-linux-command-beginners-introduction-with-examples:
  addition_method: manual
  ai_summary: Curator Insight details how `dmesg` can be used to read the kernel ring
    buffer for hardware event diagnostics. Live Grounding highlights its critical
    role in debugging out-of-memory (OOM) events, hardware interface driver issues,
    and virtualization state changes. Essential for system administrators and platform
    engineering roles.
  complexity: Intermediate
  content_hash: c74eec791a8b5a4fdfd7c2bdd99aaf499406677158997b687dca5d4050c1ec7b
  description: ''
  health_score: 100.0
  hierarchy:
  - Linux Operating System
  - Kernel and Hardware
  - Log Analysis
  is_microservice: false
  language: English
  last_checked: 1779029952.256176
  resource_type: Tutorial
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'blog.ycrash.io: dmesg – Unix/Linux command, beginners introduction with''
    examples'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
https://blog.yugabyte.com/are-stored-procedures-and-triggers-anti-patterns-in-the-cloud-native-world:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines stored procedures and database triggers in cloud-native microservice
    topologies. Warns against architectural coupling and operational performance bottlenecks,
    advocating for stateless application logic to preserve horizontal scalability.
  language: Conceptual
  resource_type: Architectural Analysis
  complexity: Advanced
  hierarchy:
  - Databases
  - Cloud-Native Design
  - Architecture Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.yugabyte.com: Are Stored Procedures and Triggers Anti-Patterns in the
    Cloud Native World?'
  addition_method: manual
  v2_locations:
  - databases.md
https://blog.yugabyte.com/highly-available-prometheus-metrics-for-distributed-sql-with-thanos-on-gke:
  description: "- [infracloud.io: Achieving multi-tenancy in monitoring with Prometheus
    & the mighty Thanos Receiver](https://www.infracloud.io/blogs/multi-tenancy-monitoring-thanos-receiver)\n
    \   - [particule.io: Multi-Cluster Monitoring with Thanos](https://particule.io/en/blog/thanos-monitoring)\n
    \   - [Thanos Architecture Overview \U0001F31F](https://github.com/thanos-io/thanos#architecture-overview)\n
    \   - [enmilocalfunciona.io: Aprende a configurar Thanos usando docker-compose](https://www.enmilocalfunciona.io/aprende-a-configurar-thanos-usando-docker-compose)\n
    \   - [goatlas-io/atlas](https://github.com/goatlas-io/atlas) Atlas provides the
    ability to easily run a secure distributed Thanos deployment.\n    - [==thanos-io/kube-thanos:
    Kubernetes specific configuration for deploying Thanos==](https://github.com/thanos-io/kube-thanos)\n
    \   - [medium.com/nerd-for-tech: Deep Dive into Thanos-Part I | Pavan Kumar](https://medium.com/nerd-for-tech/deep-dive-into-thanos-part-i-f72ecba39f76)
    Monitoring Kubernetes Workloads with Thanos and Prometheus Operator.\n    - [particule.io:
    Multi-Cluster Monitoring with Thanos \U0001F31F](https://particule.io/en/blog/thanos-monitoring)
    you'll learn the limitations of a Prometheus-only monitoring stack and why moving
    to a Thanos-based stack can improve metrics retention and reduce overall costs
    for your clusters"
  year: '2022'
  stars: 0
  ai_summary: Evaluates deploying Thanos alongside Prometheus Operator on Google Kubernetes
    Engine (GKE) to collect metrics for YugabyteDB. Highlights the implementation
    of Multi-Cluster and Multi-Tenant metric architectures using Thanos Receiver and
    Store gateways.
  language: YAML
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Storage
  - Thanos Engine
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Highly Available Prometheus Metrics for Distributed SQL with Thanos on GKE
  addition_method: manual
  v2_locations:
  - prometheus.md
https://blog.zelarsoft.com/website-monitoring-by-using-prometheus-blackbox-exporter-with-grafana-c4004bb03131:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030982.676634
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.zelarsoft.com: Website Monitoring By Using Prometheus Blackbox Exporter''
    with Grafana'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.zelarsoft.com:
    Website Monitoring By Using Prometheus Blackbox Exporter'' with Grafana in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogit.create.pt/miguelisidoro/2019/01/07/pros-and-cons-of-single-tenant-vs-multiple-tenants-in-office-365:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Analyzes the administrative, security, and licensing trade-offs of deploying
    single-tenant versus multi-tenant models within Microsoft cloud ecosystems. In
    2026, these concepts remain highly relevant as enterprises balance data isolation,
    cross-tenant administration overhead, and decentralized business units.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Identity & Access
  - Tenant Governance
  - Multi-Tenancy
  - Architectural Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blogit.create.pt: Pros and Cons of Single Tenant vs Multiple Tenants in
    Office 365'
  addition_method: manual
  v2_locations:
  - azure.md
https://blogopenshift.com/full-cluster-capacity-management-monitoring-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029163.342516
  stars: 0
  title: blog.openshift.com/full-cluster-capacity-management-monitoring-openshift
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://blogopenshift.com/how-full-is-my-cluster-part-4-right-sizing-pods-with-vertical-pod-autoscaler:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033030.202348
  stars: 0
  title: blog.openshift.comhow-full-is-my-cluster-part-4-right-sizing-pods-with-vertical-pod-autoscaler
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://blogopenshift.com/openshift-authentication-integration-with-argocd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031979.574529
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blog.openshift.com: OpenShift Authentication Integration with ArgoCD'
  v1_locations:
  - docs/gitops.md
  - docs/ocp3.md
  v2_locations:
  - gitops.md
  - ocp3.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blog.openshift.com:
    OpenShift Authentication Integration with ArgoCD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.akamai.com/2012/07/spdy-and-websocket-support-at-akamai.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031440.046271
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: SPDY and WebSocket Support at Akamai
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering SPDY and
    WebSocket Support at Akamai in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.aws.amazon.com:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The master AWS news platform. Tracks every new feature rollout, managed
    service launch, operational update, and security announcement from AWS engineering
    groups.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - Design Blueprints
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Official Blog
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://blogs.aws.amazon.com/application-management:
  addition_method: manual
  content_hash: a9948712727a9cf51681e94710a6d3d8ae0f41dde4878fff237aa9758c60dcd5
  description: ''
  health_score: 100.0
  last_checked: 1779032728.833645
  stars: 0
  status: online
  title: AWS DevOps Blog
  v1_locations:
  - docs/aws-devops.md
  year: N/A
? https://blogs.aws.amazon.com/application-management/post/Tx3PE3JTSVJSFI7/AWS-CodeDeploy-Deploying-from-a-Development-Account-to-a-Production-Account
: addition_method: manual
  content_hash: 42b71b86ba900864161826a636a6e2fa0a1de363644ee49c22321c8f8336c246
  health_score: 100.0
  last_checked: 1779030413.487912
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-devops.md
  v2_locations:
  - aws-devops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.aws.amazon.com/application-management/post/TxMJROUIFQZ4HS/Setting-Up-the-Jenkins-Plugin-for-AWS-CodeDeploy:
  addition_method: manual
  content_hash: 9985b1cbd2149c493c144c55ac2e9fe6985860cdb08bfce86d099d2478dc639d
  description: ''
  health_score: 100.0
  last_checked: 1779030348.371069
  stars: 0
  title: Setting Up the Jenkins Plugin for AWS CodeDeploy
  v1_locations:
  - docs/aws-devops.md
  year: N/A
https://blogs.aws.amazon.com/bigdata:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: AWS Big Data blog feed publishing architectural insights, streaming
    pipeline blueprints, lake house migrations, and optimized resource configurations
    on top of AWS analytics stacks.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Big Data
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: blogs.aws.amazon.com/bigdata
  addition_method: manual
  v2_locations:
  - aws-data.md
https://blogs.aws.amazon.com/bigdata/post/Tx2D93GZRHU3TES/Using-Spark-SQL-for-ETL:
  addition_method: manual
  content_hash: e73371464de29ccf2ad7e794e35ed0d63cb5e19c87dd71cbb4e2e6b175bfaac5
  health_score: 100.0
  last_checked: 1779032108.625148
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-data.md
  v2_locations:
  - aws-data.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.aws.amazon.com/security:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The primary industry-standard corporate security blog by Amazon Web
    Services, offering continuous, authoritative updates on zero-trust implementation,
    threat remediation, access control patterns, and regulatory cloud compliance alignments.
  language: English
  resource_type: Documentation Portal
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Security and Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Security Blog
  addition_method: manual
  v2_locations:
  - aws-security.md
? https://blogs.aws.amazon.com/security/post/Tx14ADBJOCAT9NS/How-to-Record-and-Govern-Your-IAM-Resource-Configurations-Using-AWS-Config
: addition_method: manual
  content_hash: 1365f1522c105801441e85c44559ea5c3dd870f30dc3b7b630f3a986d265ff0e
  health_score: 100.0
  last_checked: 1779032114.449318
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://blogs.aws.amazon.com/security/post/Tx1G747SE1R2ZWE/How-to-Reduce-Security-Threats-and-Operating-Costs-Using-AWS-WAF-and-Amazon-Clou
: addition_method: manual
  content_hash: 3aa4e5aaf762af32599062728ae737d242af23318b4e172be958f0a4c3939b6d
  health_score: 100.0
  last_checked: 1779033047.34911
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://blogs.aws.amazon.com/security/post/Tx1LPI2H6Q6S5KC/How-to-Automatically-Update-Your-Security-Groups-for-Amazon-CloudFront-and-AWS-W
: addition_method: manual
  content_hash: f4592d04a5c8e5362ab4c1b4d018443709015e0a060851035eccdd9461e29c60
  health_score: 100.0
  last_checked: 1779030578.134209
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.aws.amazon.com/security/post/Tx223ZW25YRPRKV/How-to-Use-AWS-WAF-to-Block-IP-Addresses-That-Generate-Bad-Requests:
  addition_method: manual
  content_hash: 3aa4e5aaf762af32599062728ae737d242af23318b4e172be958f0a4c3939b6d
  health_score: 100.0
  last_checked: 1779030740.21899
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://blogs.aws.amazon.com/security/post/Tx2CGWIB8SBYW2J/How-to-Use-SAML-to-Automatically-Direct-Federated-Users-to-a-Specific-AWS-Manage
: addition_method: manual
  content_hash: 7a31981d14048f2082ed662b3bb6505c37f35b444269085e490ee10bda2ba2d5
  health_score: 100.0
  last_checked: 1779030609.01398
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.aws.amazon.com/security/post/Tx2N52FR8XGJVL3/The-Most-Viewed-AWS-Security-Blog-Posts-so-Far-in-2016:
  addition_method: manual
  content_hash: 77c337d21391d25dbe00e9c3c54c050f005995524ec9e6fefd122dde3aff6b02
  health_score: 100.0
  last_checked: 1779033765.583514
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.aws.amazon.com/security/post/Tx2OB7YGHMB7WCM/Adhere-to-IAM-Best-Practices-in-2016:
  addition_method: manual
  content_hash: 9885425da847a76c1f3ce733c1ba99f5e1068aa411e9b0d685d2c43feffc5e89
  health_score: 100.0
  last_checked: 1779032818.01156
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://blogs.aws.amazon.com/security/post/Tx3KVD6T490MM47/In-Case-You-Missed-These-AWS-Security-Blog-Posts-from-June-July-and-August
: addition_method: manual
  content_hash: e5a82f3c14da98d088f008799ee1b12f952567a003d57c635443a4136678a41d
  health_score: 100.0
  last_checked: 1779030806.199815
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.aws.amazon.com/security/post/Tx3PTTZB14FWPBA/Announcing-Industry-Best-Practices-for-Securing-AWS-Resources:
  addition_method: manual
  content_hash: d4e06c005441b1b89f2e5185cedc7e1eeb896e56400bf4d9792849419c169d64
  health_score: 100.0
  last_checked: 1779030022.739431
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.aws.amazon.com/security/post/Tx4QX7W51NDSLO/The-Most-Popular-AWS-Security-Blog-Posts-in-2015:
  addition_method: manual
  content_hash: 95f8495e6eae736a95a80f721b080a8a7f709337149972431f9d8af638f397f1
  health_score: 100.0
  last_checked: 1779030479.33151
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.aws.amazon.com/security/post/Tx6QAIBSQTJPHB/Updated-Whitepaper-Available-AWS-Best-Practices-for-DDoS-Resiliency:
  addition_method: manual
  content_hash: b92b0ba8d47f83d6d399fc2ccd034ab22509bf49e70e4dcbf3c8627f34a36d61
  health_score: 100.0
  last_checked: 1779029993.073173
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.aws.amazon.com/security/post/TxK5WUJK3DG9G8/How-to-Restrict-Amazon-S3-Bucket-Access-to-a-Specific-IAM-Role:
  addition_method: manual
  content_hash: 624a8c96f64ee33f315b00e03bdeb62063deb6b695e5486f7af0ae75a1157196
  health_score: 100.0
  last_checked: 1779034229.462037
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.aws.amazon.com/security/post/TxLEHNNDPUFDU9/Automated-Reasoning-and-Amazon-s2n:
  addition_method: manual
  content_hash: 5283993aafa81e2e4f773b326f2b7a86a2dda554941e1c155054b767bdc67f2f
  health_score: 100.0
  last_checked: 1779031107.373092
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.elconfidencial.com/deportes/tribuna/2022-08-03/alpine-aston-martin-lawrence-stroll-luca-de-meo_3470693:
  addition_method: manual
  content_hash: 37fc0bb2e812f572629a4ca2c4f9a66aa7b1d86a6858c77940136f11f366216d
  description: ''
  health_score: 100.0
  last_checked: 1779031424.35947
  stars: 0
  status: online
  title: 'blogs.elconfidencial.com: Luca de Meo y Lawrence Stroll: por qué el ego''
    es el peor enemigo del gestor en la Fórmula 1'
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://blogs.elconfidencial.com/tecnologia/tribuna/2021-06-02/talento-informatica-startups-silicon-valley-google_3112087:
  addition_method: manual
  content_hash: 253202836a82403c4ed6341886eecdeb295bd9aca79b11b2cd8592789d58c505
  description: ''
  health_score: 100.0
  last_checked: 1779031187.104161
  stars: 0
  status: online
  title: 'blogs.elconfidencial.com: El talento atrofiado: por qué en España escasean''
    los profesionales de alto nivel'
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://blogs.elconfidencial.com/tecnologia/tribuna/2022-02-12/productividad-tecnologia-startups-apps_3373786:
  addition_method: manual
  content_hash: ce9bae6189aa3e2d1249ef9aa45e8cf854dbb05ad01574222b8ae04ade49919f
  description: ''
  health_score: 100.0
  last_checked: 1779032583.806881
  stars: 0
  status: online
  title: 'blogs.elconfidencial.com: Los españoles somos más improductivos que nunca''
    y el problema no es de los empleados'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://blogs.gartner.com/cameron_haight/2014/10/13/getting-your-arms-around-devops-devops-patterns-and-practices:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031720.544391
  v1_locations:
  - docs/devops.md
https://blogs.letusdevops.com/p/how-much-programming-should-i-know:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029594.216214
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blogs.letusdevops.com: How much programming should I know for DevOps/SRE''
    domain.'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blogs.letusdevops.com:
    How much programming should I know for DevOps/SRE'' domain. in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.msdn.microsoft.com/pythonengineering:
  addition_method: manual
  content_hash: 9c37f998ef636a86b49d0894583ca4e2c457cdda7628c60aaa751ed14678d40d
  description: ''
  health_score: 100.0
  last_checked: 1779031693.959074
  stars: 0
  status: online
  title: 'Microsoft: Python Engineering'
  v1_locations:
  - docs/python.md
  year: N/A
https://blogs.mulesoft.com/dev/api-dev/apis-versus-web-services:
  addition_method: manual
  content_hash: f6b5380402c85b2c24a12bf83ecb4b9fff40d8c7e4c4c645335cf8f94f3e3467
  description: ''
  health_score: 100.0
  last_checked: 1779033038.211983
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'mulesoft.com: APIs versus web services'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering mulesoft.com:
    APIs versus web services in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.mulesoft.com/dev/resources-dev/k8s-kubernetes:
  addition_method: manual
  content_hash: 2a9d3f8aa2faecaa265c2c27bc5c64bbb90f2bad6cf106d9927bf4392a2073f4
  description: ''
  health_score: 100.0
  last_checked: 1779031568.465643
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blogs.mulesoft.com - K8s: 8 questions about Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blogs.mulesoft.com
    - K8s: 8 questions about Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.nakam.org/what-happens-when-k8s-edition:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031302.140064
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "blogs.nakam.org: What Happens When? K8s Edition \U0001F31F"
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering blogs.nakam.org:
    What Happens When? K8s Edition \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.opentext.com/understanding-kubernetes-within-containers:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains the nested relationship between containers, container runtimes
    (CRI), and Kubernetes orchestration. Explores how OCI-compliant container engines
    interface with the Kubelet daemon to implement declarative scaling, self-healing,
    and lifecycle management within decoupled distributed systems.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Core Concepts
  - Containerization
  - Virtualization Layers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blogs.opentext.com: Understanding Kubernetes within containers'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://blogs.oracle.com/cloud-infrastructure/announcing-private-kubernetes-clusters:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029466.486799
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blogs.oracle.com: Announcing private Kubernetes clusters'
  v1_locations:
  - docs/oraclecloud.md
  v2_locations:
  - oraclecloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blogs.oracle.com:
    Announcing private Kubernetes clusters in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.oracle.com/cloud-infrastructure/post/introducing-free-java-license:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033942.673837
  stars: 0
  title: 'blogs.oracle.com: Introducing the Free Java License (Java 17)'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://blogs.oracle.com/maa/post/oracle-rac-on-docker-now-with-full-production-support:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031497.100315
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blogs.oracle.com: Oracle RAC on Docker - Now with Full Production Support'
  v1_locations:
  - docs/oraclecloud.md
  v2_locations:
  - oraclecloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blogs.oracle.com:
    Oracle RAC on Docker - Now with Full Production Support in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.oracle.com/oracleuniversity/post/hands-on-labs-oci-training:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031696.595017
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blogs.oracle.com: Access hands-on exercises for Oracle Cloud Infrastructure''
    with ease'
  v1_locations:
  - docs/oraclecloud.md
  v2_locations:
  - oraclecloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blogs.oracle.com:
    Access hands-on exercises for Oracle Cloud Infrastructure'' with ease in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.sap.com/2020/10/18/continuous-quality-using-plugins-and-jenkins-abap-ui5:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Outlines technical practices for ensuring SAP application code quality
    utilizing automated Jenkins pipelines. Introduces test automation execution structures
    for both legacy ABAP backends and modern UI5 frontend projects.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Enterprise Platforms
  - SAP
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'blogs.sap.com: Continuous quality using plugins and Jenkins (ABAP & UI5)'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://blogs.sap.com/2020/10/22/ci-cd-tools-for-sap-cloud-platform-abap-environment:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details native CI/CD tools and integration patterns optimized for the
    SAP Cloud Platform ABAP environment. Demonstrates automated artifact builds, transport
    releases, and compliance workflows.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Enterprise Platforms
  - SAP
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blogs.sap.com: CI/CD Tools for SAP Cloud Platform ABAP Environment'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://blogs.sap.com/2021/05/06/decentralized-gitops-over-environments:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents SAP's decentralization patterns for managing multiple clusters
    across staging and production environments. Emphasizes repository architecture
    designs that ensure self-governing application groups while maintaining centralized
    policy control.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - GitOps
  - Multi-Cluster
  - Decentralization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blogs.sap.com: Decentralized GitOps over multiple environments'
  addition_method: manual
  v2_locations:
  - gitops.md
https://blogs.sap.com/2021/07/04/cloud-integration-with-commerce-azure-blob-storage-using-rest-api:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step guide illustrating SAP Cloud Integration connectivity to
    Azure Blob Storage via REST APIs. Outlines security header formulation, token
    acquisition flows, and early payload transformations.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Integration
  - SAP Cloud Integration
  - Azure Blob Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blogs.sap.com: Cloud Integration with Commerce Azure Blob Storage using
    REST API – Part 1'
  addition_method: manual
  v2_locations:
  - demos.md
https://blogs.sap.com/2021/07/29/sap-cloud-integration-automated-testing-using-jenkins-and-pipeline-as-a-code-approach:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'An enterprise case study explaining how to build automated integration
    testing using SAP Cloud integrations inside a Jenkins Pipeline-as-Code architecture.
    *Curator Insight*: SAP Jenkins automated pipeline. *Live Grounding*: Essential
    for systems architects needing to standardize automated delivery in legacy enterprise
    networks.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD Pipelines
  - Enterprise Integrations
  - SAP Automation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'blogs.sap.com: SAP Cloud Integration automated testing using Jenkins and
    Pipeline as a Code approach'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://blogs.sap.com/2021/12/13/a-practical-guide-to-devops-for-sap-erp:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Delivers a pragmatic manual on integrating modern DevOps paradigms,
    continuous integration pipelines, and automated testing frameworks into highly
    rigid SAP ERP environments. The curator explains the complexity of managing SAP
    transports and ABAP code structures. Live enterprise IT strategies prove that
    breaking down these legacy transport processes is essential for agile corporate
    transformations.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Systems
  - SAP ERP
  - DevOps Implementation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'blogs.sap.com: A Practical Guide to DevOps for SAP ERP'
  addition_method: manual
  v2_locations:
  - devops.md
https://blogs.sap.com/2021/12/26/cloud-integration-with-commerce-azure-blob-storage-using-rest-api-part-2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Continuing the architectural sequence, this guide centers on advanced
    REST payloads, handling massive binary files, implementing robust retry policies,
    and tracking upload failures inside SAP landscapes.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Integration
  - SAP Cloud Integration
  - Azure Blob Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blogs.sap.com: Cloud Integration with Commerce Azure Blob Storage using
    REST API – Part 2'
  addition_method: manual
  v2_locations:
  - demos.md
https://blogs.splunk.com/2016/06/22/aws-video:
  addition_method: manual
  content_hash: f8e4b711eb6b8c9a93ce562e998ce192752966639b80e2401212882bea910847
  health_score: 100.0
  last_checked: 1779029341.269407
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-monitoring.md
  v2_locations:
  - aws-monitoring.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blogs.splunk.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://blogs.vmware.com/management/2020/06/devops-culture.html:
  addition_method: manual
  content_hash: 689ba7cff08abd990c9a8544a843a9b9e79830ba1a9c199231bb8e184e45891e
  description: ''
  health_score: 100.0
  last_checked: 1779032785.704169
  review_metadata:
    original_url: https://blogs.vmware.com/management/2020/06/devops-culture.html
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.960226'
  stars: 0
  status: online
  title: "blog.vmware.com: DevOps: Culture – Collaboration, Empowerment, Autonomy'
    \U0001F31F"
  v1_locations:
  - docs/devops.md
  year: N/A
https://blogs.vmware.com/networkvirtualization/2020/03/vmware-tanzu-service-mesh-built-on-vmware-nsx-is-now-available.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Announcement of VMware Tanzu Service Mesh (TSM), an Istio-based commercial
    service mesh integrated with VMware NSX. TSM delivers end-to-end traffic management,
    zero-trust security policies, cross-cluster connectivity, and deep API observability
    across hybrid and multi-cloud Kubernetes deployments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Service Mesh
  - VMware Tanzu
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blogs.vmware.com: VMware Tanzu Service Mesh, built on VMware NSX is Now
    Available!'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://blogs.vmware.com/vov/2018/08/06/how-to-deconstruct-a-monolith-using-microservices-getting-ready-for-cloud-native:
  description: ''
  year: '2018'
  stars: 4
  ai_summary: Provides an enterprise architectural path for decomposing traditional
    monoliths into distributed services. It focuses on identifying bounded contexts,
    managing cross-service communication via asynchronous events, and restructuring
    development teams around microservices boundaries.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Software Architecture
  - Microservices
  - Decomposition Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'vmware.com: How to Deconstruct a Monolith using Microservices – Getting
    Ready for Cloud-Native'
  addition_method: manual
  v2_locations:
  - introduction.md
https://blogs.vmware.com/vsphere/2019/08/introducing-project-pacific.html:
  addition_method: manual
  ai_summary: The original deep-dive announcement introducing Project Pacific, which
    natively refactored VMware vSphere 7 around the Kubernetes control plane. Provided
    the architectural bridge that enables operations teams to provision containerized
    infrastructure via ESXi hypervisors.
  complexity: advanced
  content_hash: 689ba7cff08abd990c9a8544a843a9b9e79830ba1a9c199231bb8e184e45891e
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - VMware Tanzu Ecosystem
  - Hypervisor Kubernetes
  is_microservice: false
  language: en
  last_checked: 1779031559.545907
  resource_type: article
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  title: 'blogs.vmware.com: Introducing Project Pacific (vSphere with Kubernetes)'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
https://blogs.windows.com/msedgedev/2020/10/01/microsoft-edge-tools-vscode:
  description: ''
  addition_method: manual
  content_hash: 65f6856312bca89409d44de67ee2633b7915ae38c3e0dbfc1bbf04c9832dc12d
  health_score: 100.0
  last_checked: 1779034237.942284
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2020'
  ai_summary: Introduces Microsoft Edge Developer Tools integration directly inside
    VS Code. This allows engineers to run element inspection, network profiling, and
    DOM debugging natively in the IDE, reducing context-switching latency during web
    application development.
  language: JavaScript
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: 'blogs.windows.com: Bringing the browser developer tools to Visual Studio''
    Code'
https://bloo.media/blog/producto-minimo-viable-mvp:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical blueprint for defining and launching an MVP, emphasizing
    cost-efficiency and user-centric prioritization. Outlines processes for building
    validation loops, avoiding scope creep, and designing feedback architectures to
    capture early adopter usage.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Product Management
  - Methodology
  - Minimum Viable Product
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'bloo.media: Producto Mínimo Viable ¿Qué es y cómo crearlo?'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://blue-clouds.com/category/study-guide:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A high-level technical study guide mapping key architectural domains
    of the AWS Certified Solutions Architect - Professional (SAP-C02) exam. Focuses
    on advanced multi-account design, high availability, massive scale migrations,
    and complex network structures.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Computing
  - AWS
  - Certification Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Certified Solutions Architect Professional – Study Guide
  addition_method: manual
  v2_locations:
  - aws-training.md
https://bootcamp.uxdesign.cc/a-quick-win-to-prepare-for-every-meeting-using-templates-d2359c849433:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034030.855042
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bootcamp.uxdesign.cc: A quick win to prepare for every meeting using templates'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bootcamp.uxdesign.cc:
    A quick win to prepare for every meeting using templates in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bootcamp.uxdesign.cc/popular-tech-stack-for-startups-in-2022-f3b53f50c18:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032974.984193
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bootcamp.uxdesign.cc: Popular Tech Stack for Startups in 2022'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bootcamp.uxdesign.cc:
    Popular Tech Stack for Startups in 2022 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://boozangfromthetrenches.com/root-cause-analysis-in-test-automation/9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031181.294317
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'boozangfromthetrenches.com: Root Cause Analysis in Test Automation'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering boozangfromthetrenches.com:
    Root Cause Analysis in Test Automation in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bors.tech:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: 'The original merge bot implementing the ''not rocket science'' rule:
    never merge untested commits into master. Popularized continuous integration validation
    queues, though live grounding shows development has largely transitioned to its
    successor, bors-ng.'
  language: Rust
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Automation Bots
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Bors Bot
  addition_method: manual
  v2_locations:
  - git.md
https://botkube.io:
  description: ''
  addition_method: manual
  content_hash: 593c5c6067eaeb4ee09d1fa4e63dfa64c790b6061a5579952d39f9a9815d78b2
  health_score: 100.0
  last_checked: 1779130495.015865
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-monitoring.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-monitoring.md
  year: '2019'
  stars: 4
  ai_summary: Botkube is a collaboration and ChatOps tool designed to integrate Kubernetes
    clusters directly with popular messaging channels like Slack, Discord, and Teams.
    It allows debugging, running kubectl commands, and monitoring cluster alerts securely
    from chat interfaces.
  language: Go
  resource_type: ChatOps Platform
  complexity: Medium
  hierarchy:
  - Observability
  - ChatOps
  - Collaboration Platforms
  is_microservice: true
  title: botkube.io
https://boxunix.com/2020/05/15/a-better-way-of-organizing-your-kubernetes-manifest-files:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A tactical blog post detailing file hierarchy designs for managing Kubernetes
    manifests. It compares simple raw file naming to directory segmentation, Kustomize
    overrides, and Helm charts. This serves as a helpful guide for platform engineers
    standardizing GitOps setups.
  language: N/A
  resource_type: article
  complexity: intermediate
  hierarchy:
  - Cloud Native Operations
  - Kubernetes
  - Configuration Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "boxunix.com: A Better Way of Organizing Your Kubernetes Manifest Files \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://boxunix.com/2022/02/05/developers-guide-to-writing-a-good-helm-chart:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive authoring guide establishing best practices in Helm
    chart architecture. Topics include variable scoping, values encapsulation patterns,
    schema validation structures, and managing complex multi-service subchart dependencies
    cleanly.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'boxunix.com: Developer’s Guide to Writing a Good Helm Chart'
  addition_method: manual
  v2_locations:
  - helm.md
https://bqstack.com/b/detail/109:
  description: ''
  addition_method: manual
  health_score: 80.0
  last_checked: 1779029161.513057
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: A comprehensive walkthrough focusing on application performance monitoring
    via Elastic APM. It details agent-to-server connection topologies and dashboards.
    2026 frameworks heavily advocate combining this setup with unified Kibana views
    mapping out both service dependencies and OpenSearch raw logs.
  language: Markdown
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - Elastic APM
  is_microservice: true
  title: 'bqstack.com: Monitoring Application using Elastic APM'
https://bqstack.com/blog/monitoring-application-using-elastic-apm:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.921789
  v1_locations:
  - docs/monitoring.md
https://braindose.blog/2020/03/18/4-key-characteristics-of-gitops:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Identifies the foundational pillars of successful GitOps: declarative
    configurations, a single source of truth in Git, automated state reconciliation,
    and software agents for drift detection. It provides architectural blueprints
    for structuring Git-based change management processes.'
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - GitOps
  - Methodology
  - Core Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'braindose.blog: 4 Key Characteristics for a Successful GitOps Implementation'
  addition_method: manual
  v2_locations:
  - gitops.md
https://bravenewgeek.com/the-observability-pipeline:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: 'A comprehensive technical exploration of the ''Observability Pipeline''
    architectural pattern, illustrating how to decouple telemetry sources from destinations
    using intermediate routing layers (e.g., Vector). Curator Insight: Deep-dive on
    data routing middleware. Live Grounding: A fundamental design paradigm for modern
    platform engineering, preventing vendor lock-in and optimizing ingestion costs.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Systems Design
  - Observability
  - Data Pipelines
  - Telemetry Routing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'bravenewgeek.com: The Observability Pipeline'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://brennerm.github.io/posts/k8s-operators-with-python-part-1.html:
  addition_method: manual
  content_hash: cc5be0c4145665ff21c584e3ac68459e235a48d1fcf44cb7e9e349010d39f3ab
  description: ''
  health_score: 100.0
  last_checked: 1779032640.092958
  stars: 0
  status: online
  title: 'brennerm.github.io: Kubernetes operators with Python #1: Creating CRDs'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://brennerm.github.io/posts/kubernetes-overview-diagrams.html:
  addition_method: manual
  content_hash: b563ca9cbdec756f611652d334383c490e4bfd94fb3fc105a9aa5296b174df67
  description: ''
  health_score: 100.0
  last_checked: 1779030604.931344
  stars: 0
  status: online
  title: "brennerm.github.io: Kubernetes Overview Diagrams \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://brennerm.github.io/posts/setting-up-eks-with-irsa-using-terraform.html:
  addition_method: manual
  content_hash: 6dcf3b994b06d2c909e2bd1e6797c6bfc963e9194c84d216edaa866484130e0c
  description: ''
  health_score: 100.0
  last_checked: 1779031595.908054
  stars: 0
  status: online
  title: 'brennerm.github.io: Setting up an EKS cluster with IAM/IRSA integration'
  v1_locations:
  - docs/demos.md
  year: N/A
https://brianchristner.io/how-to-use-docker-scan:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical manual outlining static security scanning on developer workstations.
    Demonstrates how to discover vulnerabilities and outdated packages inside target
    OCI layers prior to CI deployment.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Security & Hardening
  - Vulnerability Assessment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'brianchristner.io: How to use Docker Security Scan Locally'
  addition_method: manual
  v2_locations:
  - docker.md
https://bridgecrew.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033973.692596
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: bridgecrew
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering bridgecrew
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bridgecrew.io/blog/5-common-kubernetes-misconfigs-and-how-to-fix-them:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033861.956187
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bridgecrew.io: 5 common Kubernetes misconfigs and how to fix them'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io:
    5 common Kubernetes misconfigs and how to fix them in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bridgecrew.io/blog/5-tips-for-securely-adopting-infrastructure-as-code:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030235.327666
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bridgecrew.io: 5 tips for securely adopting infrastructure as code'
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io:
    5 tips for securely adopting infrastructure as code in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bridgecrew.io/blog/advanced-terraform-security-pro-tips-for-secure-infrastructure-as-code:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030682.957125
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bridgecrew.io: Advanced Terraform security: Pro tips for secure infrastructure''
    as code'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io:
    Advanced Terraform security: Pro tips for secure infrastructure'' as code in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bridgecrew.io/blog/applying-kubernetes-security-best-practices-to-helm-charts:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031351.742775
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bridgecrew.io: Applying Kubernetes security best practices to Helm charts'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io:
    Applying Kubernetes security best practices to Helm charts in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bridgecrew.io/blog/best-practices-for-aws-tagging-with-yor:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033583.464344
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bridgecrew.io: Best practices for AWS tagging with Yor'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io:
    Best practices for AWS tagging with Yor in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bridgecrew.io/blog/kubernetes-devsecops-principles:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034506.891828
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==bridgecrew.io: 6 key Kubernetes DevSecOps principles: People, processes,''
    technology=='
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==bridgecrew.io:
    6 key Kubernetes DevSecOps principles: People, processes,'' technology== in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bridgecrew.io/blog/open-source-helm-security-research:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032877.74421
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bridgecrew.io: Part 1: Top trends from analyzing the security posture of''
    open-source Helm charts'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io:
    Part 1: Top trends from analyzing the security posture of'' open-source Helm charts
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bridgecrew.io/blog/open-source-helm-security-research-part-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030305.443037
  stars: 0
  title: 'bridgecrew.io: Part 2: Top trends from analyzing the security posture of''
    open-source Helm charts'
  v1_locations:
  - docs/helm.md
  year: N/A
https://bridgecrew.io/blog/open-source-helm-security-research-part-3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029371.102143
  stars: 0
  title: 'bridgecrew.io: Part 3: Top trends from analyzing the security posture of''
    open-source Helm charts'
  v1_locations:
  - docs/helm.md
  year: N/A
https://bridgecrew.io/blog/terraform-security-101-best-practices-for-secure-infrastructure-as-code:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034499.401012
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==bridgecrew.io: Terraform security 101: Best practices for secure infrastructure'
    as code== \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==bridgecrew.io:
    Terraform security 101: Best practices for secure infrastructure' as code== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bridgecrew.io/blog/tutorial-incorporate-iac-security-in-your-ci-cd-pipeline-with-bridgecrew-jenkins-and-github:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029801.585115
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bridgecrew.io: Tutorial: Incorporate IaC Security in your CI/CD pipeline''
    with Bridgecrew, Jenkins, and GitHub'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bridgecrew.io:
    Tutorial: Incorporate IaC Security in your CI/CD pipeline'' with Bridgecrew, Jenkins,
    and GitHub in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://bsucaciu.com/?p=4645:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032231.991877
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bsucaciu.com: What is a Sidecar?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bsucaciu.com:
    What is a Sidecar? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://btholt.github.io/intro-to-web-dev-v2/intro:
  addition_method: manual
  content_hash: 3e4c4d8b29430916d2bbcd881e6cd2b36d9f0cc5ff1dfd7262488f8aa2b770e6
  health_score: 100.0
  last_checked: 1779032388.369421
  needs_ai_refresh: true
  v1_locations:
  - docs/javascript.md
https://buff.ly/3sl0yYu:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033573.38572
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Automatización de aplicaciones Spring Boot con Terraform, Ansible y GitHub
    Actions
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Automatización
    de aplicaciones Spring Boot con Terraform, Ansible y GitHub Actions in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://buggyapp.ycrash.io:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An application suite designed to simulate real-world system errors within
    test environments. Enables deliberate injection of CPU spikes, memory leaks, thread
    locks, and database blockages, providing a safe practice space for telemetry alerts
    and diagnostic playbooks.
  language: Java / English
  resource_type: SaaS Tool
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Failure Simulation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'BuggyApp: Simulate performance problems'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://build.microsoft.com/en-US/home?ocid=FY26_soc_omc_br_X_BuildRegister:
  addition_method: automatic
  ai_summary: 'Curator Insight: Microsoft Build 2026 serves as the primary developer
    forum introducing the convergence of local Windows environments and agentic Azure
    architectures.


    Live Grounding: Hosting hundreds of deep technical sessions in San Francisco and
    online, the event highlights real-world AI scaling pipelines, next-generation
    Azure Linux distributions, and extensive GitHub Copilot integrations for modern
    software engineering workflows.'
  category: introduction
  complexity: Intermediate
  content_hash: 191e0560c7ec87e7f2d444dc46a67b3457e05c62e1e5b2269cf2aa7b7f709cd9
  description: The official portal for Microsoft Build 2026, showcasing deep-dives
    on real systems, local AI agents on Windows, and Azure cloud infrastructure scaling.
  hierarchy:
  - Cloud Providers
  - Microsoft Azure
  - Developer Conference
  is_microservice: false
  language: English
  last_checked: 1780352404.147753
  reputation_status: Vetted
  reputation_summary: Official portal for Microsoft's primary developer conference,
    highly relevant for platform and application developers worldwide.
  resource_type: Site
  social_preview_url: ''
  source_provenance: X.com (Microsoft)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - DE FACTO STANDARD
  title: Microsoft Build 2026 Developer Event Portal
  year: '2026'
https://build.thebeat.co/a-curious-case-of-aws-nlb-timeouts-in-kubernetes-522bd88a3399:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031460.466594
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'build.thebeat.co: A curious case of AWS NLB timeouts in Kubernetes'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering build.thebeat.co:
    A curious case of AWS NLB timeouts in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://build5nines.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A technical portal offering architectural blueprints, deep-dives, and
    certification preparation resources focused on Microsoft Azure, hybrid cloud infrastructure,
    and enterprise DevOps patterns. Designed to help architects maintain highly-available
    systems.
  language: English
  resource_type: Portal
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cloud Computing
  - Architectural Knowledge Base
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: build5nines.com
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/analyzing-ibms-acquisition-of-hashicorp-a-game-changer-in-hybrid-cloud-management:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Strategic analysis of IBM's landmark acquisition of HashiCorp and its
    direct impact on multi-cloud orchestration. Examines how combining HashiCorp's
    stack (Terraform, Vault, Consul) with IBM's Red Hat OpenShift and Ansible portfolios
    shapes enterprise hybrid-cloud management pipelines.
  language: None
  resource_type: Industry Analysis
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Industry Landscape
  - Acquisitions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Analyzing IBM’s Acquisition of HashiCorp: A Game-Changer
    in Hybrid Cloud Management'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/azure-cdn-endpoint-interactive-map:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Interactive mapping analysis detailing Azure CDN global Points of Presence
    (POPs). Highlights regional routing metrics and CDN optimization paths for low-latency
    web applications. Practical resource for designing globally distributed multi-region
    assets.
  language: English
  resource_type: Technical Reference
  complexity: Intermediate
  hierarchy:
  - Hybrid Networking
  - Core Networking
  - Content Delivery Network
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Azure CDN POP Locations: Interactive Map of Azure CDN Points
    of Presence'
  addition_method: manual
  v2_locations:
  - azure.md
https://build5nines.com/azure-cli-check-if-blob-exists-in-azure-storage:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides CLI commands to verify file existence inside active cloud storage
    containers before triggering build scripts.
  language: None
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Cloud Platform Management
  - Azure Storage
  - Azure CLI
  - Blob Diagnostic
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Azure CLI: Check if Blob Exists in Azure Storage'
  addition_method: manual
  v2_locations:
  - azure.md
https://build5nines.com/azure-functions-cost-considerations-and-optimization:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Examines cost structures and billing patterns in serverless environments,
    focusing on Azure Functions. Compares Consumption, Premium, and Dedicated App
    Service plans, outlining how to minimize cold starts and optimize execution runtimes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Azure Optimization
  - Serverless
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Azure Functions Cost Considerations and Optimization
  addition_method: manual
  v2_locations:
  - serverless.md
  - azure.md
? https://build5nines.com/azure-pipeline-publish-unit-test-and-code-coverage-results-with-net-solution-using-vstest-cobertura-and-coverlet
: description: ''
  year: '2023'
  stars: 3
  ai_summary: Details the step-by-step configuration of a .NET pipeline that runs
    unit tests and publishes results using Cobertura and Coverlet. Incorporating automated
    coverage reports into PR checks is highly effective for maintaining code quality.
    2026 engineering teams typically pair these native pipeline metrics with security-focused
    static code analysis platforms.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - Software Quality Assurance
  - Test Automation
  - .NET CI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Azure Pipeline: Publish Unit Test and Code Coverage Results
    with .NET 7 Solution using VSTest, Cobertura, and Coverlet'
  addition_method: manual
  v2_locations:
  - azure.md
https://build5nines.com/azure-resource-tags-important-organization-strategies-and-tips:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details architectural considerations for building, implementing, and
    enforcing tag naming schemas, securing financial accountability within corporate
    subscriptions.
  language: None
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Cloud Platform Management
  - Governance
  - Resource Tagging
  - Cost Controls
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "build5nines.com: Azure Resource Tags: Important Organization Strategies
    and Tips \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://build5nines.com/beginners-guide-to-pulumi-ci-cd-pipelines:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Technical guide outlining automated PR validations, policy-as-code evaluations,
    and deployment promotions utilizing GitHub Actions and Pulumi CLI integration.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD Integration
  - Pulumi
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Beginner’s Guide to Pulumi CI/CD Pipelines'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://build5nines.com/benefits-of-convention-over-configuration-for-iac-deployment-projects:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the benefits of standardizing infrastructure template files
    using Convention over Configuration patterns. Demonstrates how strict naming rules,
    predictable directory structures, and shared default values eliminate redundant
    code segments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Benefits of Convention over Configuration for IaC Deployment
    Projects'
  addition_method: manual
  v2_locations:
  - iac.md
? https://build5nines.com/best-practices-to-promote-from-dev-to-prod-environments-with-hashicorp-terraform-using-workspaces-and-folders
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Compares folder-based structures with dynamic workspace techniques for
    pipeline environment progression. Analyzes structural pros and cons to isolate
    non-production systems from high-risk production environments.
  language: HCL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Best Practices
  - Environment Promotion
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "build5nines.com: Best Practices to Promote from DEV to PROD Environments
    with HashiCorp Terraform using Workspaces and Folders \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/configuring-github-actions-to-run-jobs-on-specific-branches:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details structural logic rules used to target GitHub Actions job execution
    exclusively to specific branch namespaces. Teaches architecture patterns for segregating
    master branch releases from feature-branch testing suites. Minimizes runner budget
    exhaustion by preventing redundant builds.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Branch Protection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Configuring GitHub Actions to Run Jobs on Specific Branches'
  addition_method: manual
  v2_locations:
  - git.md
https://build5nines.com/configuring-manual-triggers-in-github-actions-with-workflow_dispatch:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A granular guide to declaring human-in-the-loop manual overrides in
    GitHub Actions using the `workflow_dispatch` event trigger. Discusses configuration
    of strict typing parameters and dynamic input options in the YAML configuration
    matrix. Assists in restricting dangerous execution actions in production environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Workflow Dispatch
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Configuring Manual Triggers in GitHub Actions with `workflow_dispatch`'
  addition_method: manual
  v2_locations:
  - git.md
https://build5nines.com/deploy-terraform-using-azure-devops-yaml-pipelines:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides clean YAML patterns for constructing declarative multi-environment
    deployment pipelines. Outlines security gating, state persistence practices, validation
    checks, and rollback operations.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Azure
  - CI/CD
  - DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Deploy Terraform using Azure DevOps YAML Pipelines'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/deploying-hub-and-spoke-network-topology-in-microsoft-azure-using-terraform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Walks through establishing a hub-and-spoke network topology on Azure
    using HashiCorp Terraform. Details configuration for VNets, virtual peerings,
    secure routing, and centralized firewalls.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Azure
  - Networking
  - Topologies
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Deploying Hub-and-Spoke Network Topology in Microsoft Azure
    using Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/get-started-with-azure-bicep:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Introduces Azure Bicep as Microsoft's strategic evolution beyond JSON-based
    ARM templates. It contrasts the language's simplified abstraction layer, compilation
    mechanics, and automatic dependency resolution against traditional enterprise
    patterns.
  language: Bicep
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Azure Bicep
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Get Started with Azure Bicep – Alternative to ARM Templates'
  addition_method: manual
  v2_locations:
  - azure.md
https://build5nines.com/get-started-with-terraform-on-microsoft-azure:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An introductory guide tailored for operations teams transitioning from
    graphical administration to Azure Infrastructure as Code. It systematically outlines
    provider configuration patterns, state engine initialization, and early-stage
    deployments using simple Azure environments.
  language: HCL
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Azure
  - IaC
  - Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Get Started with Terraform on Azure'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/git-merge-repositories-with-history:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains specialized monorepo migrations by merging isolated Git repositories
    while retaining complete development logs. Focuses on subdirectory filter-branch
    operations, adding foreign remotes, and executing forced merges with unrelated
    histories.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Version Control
  - Advanced Git
  - History Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Git: Merge Repositories with History'
  addition_method: manual
  v2_locations:
  - git.md
https://build5nines.com/git-reset-undo-most-recent-local-commit:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores techniques for undoing the most recent local commit using soft,
    mixed, and hard resets. This guide contrasts 'git reset --soft HEAD~1' (preserving
    changes in staging) with 'git reset --hard' (discarding all changes), outlining
    critical risk-mitigation strategies for development history.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Git Core
  - History Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Git: Reset / Undo Most Recent Local Commit'
  addition_method: manual
  v2_locations:
  - git.md
https://build5nines.com/github-actions-get-current-branch-name-for-git-repo:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Addresses the common scripting challenge of dynamically extracting branch
    name metadata in GitHub Actions. Evaluates environment variable interpolation
    syntax across various git checkout paradigms. Directs logic-dependent deployment
    strategies in complex multi-branch projects.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Branch Protection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: GitHub Actions: Get Current Branch Name for Git Repo'
  addition_method: manual
  v2_locations:
  - git.md
https://build5nines.com/github-actions-run-pandoc-to-convert-markdown-to-word-document:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical CI/CD automation guide explaining how to integrate Pandoc
    within GitHub Actions workflows to programmatically convert Markdown documentation
    into Microsoft Word format. Solves friction points in corporate pipelines where
    business stakeholders require standard office documents built directly from Git
    repositories.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Documentation & Workflow
  - CI/CD Pipelines
  - Pandoc Conversions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: GitHub Actions: Run Pandoc to convert Markdown to Word
    Document'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://build5nines.com/how-to-determine-url-a-local-git-repository-was-originally-cloned-from:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A targeted technical guide detailing commands like 'git remote -v' and
    'git config --get remote.origin.url' to inspect remote configurations. Understanding
    origin metadata is crucial for automating CI/CD pipelines, mapping environments,
    and troubleshooting multi-remote scenarios in modern infrastructure pipelines.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - Metadata Inspection
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: How to Determine URL a Local Git Repository was Originally
    Cloned From'
  addition_method: manual
  v2_locations:
  - git.md
https://build5nines.com/introducing-microsoft-copilot-for-azure:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details the architectural role of Microsoft Copilot for Azure, an AI-guided
    chat tool integrated into the Azure Portal. Aids operators in running diagnostics,
    translating business needs to ARM blueprints, and identifying optimizations.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Management & Governance
  - AI Cloud Operations
  - Azure Copilot
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Introducing Microsoft Copilot for Azure'
  addition_method: manual
  v2_locations:
  - azure.md
https://build5nines.com/ipv4-address-cidr-range-reference-and-calculator:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A combination calculator and instructional index designed to assist
    engineers in structuring network scopes, identifying overlapping pools, and designing
    multi-subnet routing topologies.
  language: N/A
  resource_type: Utility
  complexity: Intermediate
  hierarchy:
  - Computer Networking & IPAM
  - Subnetting & Addressing
  - CIDR Calculators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: IPv4 Address CIDR Range Reference and Calculator'
  addition_method: manual
  v2_locations:
  - networking.md
https://build5nines.com/output-link-to-azure-resources-from-terraform-project:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Presents a DevOps efficiency hack that constructs active Azure Portal
    resource URLs dynamically inside Terraform output manifests. Streamlines operations
    by offering direct dashboard links within CI/CD runner logs for newly provisioned
    clouds.
  language: HCL
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Syntax & Expressions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform: Output URL to Azure Portal for Azure Resources'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/read-and-write-azure-blob-storage-with-javascript:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Developer guide for building read-write pipelines targeting Azure Blob
    Storage using the Node.js SDK. Covers authentication protocols via Microsoft Entra
    ID integration (using `@azure/identity`) and SAS tokenization, detailing secure
    file uploads and downloads.
  language: English
  resource_type: Developer Guide
  complexity: Beginner
  hierarchy:
  - Data & Storage
  - Storage Accounts
  - Blob Storage
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Read and Write Azure Blob Storage with Javascript'
  addition_method: manual
  v2_locations:
  - azure.md
https://build5nines.com/should-terraform-lock-hcl-file-be-added-to-gitignore-or-committed-to-git-repo:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Resolves the common configuration debate regarding the governance of
    the provider lock file (".terraform.lock.hcl"). Explains why committing this file
    is critical to enforcing deterministic provider versioning and cryptographic checksum
    verification across diverse execution environments. Live grounding confirms that
    omitting this file from source control introduces catastrophic, untraceable drift
    in CI runners.
  language: HCL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Project Structure
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Should .terraform.lock.hcl file be added to .gitignore
    or committed to Git repo?'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-best-practices-for-writing-clean-readable-and-maintainable-code:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Focuses on formatting and clean architectural abstractions inside HCL.
    Identifies standards for robust variable declaration blocks, strict output typing,
    validation statements, and standard file partition styles.
  language: HCL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Best Practices
  - Code Quality
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform Best Practices for Writing Clean, Readable, and
    Maintainable Code'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-code-project-organization-strategies-based-on-team-workload-or-monolithic:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Evaluates different configuration topologies (monolithic, team-separated,
    workload-divided, and resource-type-grouped) to determine the best organizational
    layout for scaling enterprise IaC. Addresses how code structures directly map
    to blast radiuses and speed of deployment. Live grounding confirms that using
    decoupled directories is superior to giant state frameworks for limiting accidental
    infrastructure destruction.
  language: HCL
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Project Structure
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform: Code Project Organization Strategies (based
    on team, workload, or monolithic)'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-conditional-if-variable-does-not-exist-try-function:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Practical tutorial exploring HCL error handling utilizing the native
    `try` evaluation function. Demonstrates writing resilient, defensive code configurations
    that gracefully fall back to defaults when encountering undefined object keys
    or missing input fields.
  language: HCL
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Syntax & Expressions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform: Conditional If Variable Does Not Exist (try
    function)'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-create-an-aks-cluster:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A step-by-step practical guide detailing the construction of an AKS
    cluster using Terraform. Walks through basic variables, resource groups, virtual
    networks, and node configuration blocks.
  language: HCL
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Orchestration
  - AKS
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "build5nines.com: Terraform: Create an AKS Cluster \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://build5nines.com/terraform-deploy-azure-app-service-with-key-vault-secret-integration:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Highlights secure integration methods for linking Azure Key Vault to
    App Service. Shows how to avoid storing plain-text credentials in code by leveraging
    Managed System Identities to read parameters.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Azure
  - App Service
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'build5nines.com: Terraform: Deploy Azure App Service with Key Vault Secret
    Integration'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-deploy-azure-expressroute-circuit-with-vnet-gateway:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A specialized case study and technical guide detailing the orchestration
    of high-throughput hybrid networking infrastructure on Azure. Walks through declaring
    virtual networks, ExpressRoute circuits, and gateway connections. Live grounding
    confirms that automating physical-to-virtual hybrid networking parameters significantly
    reduces routing errors and security misconfigurations.
  language: HCL
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Azure Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform: Deploy Azure ExpressRoute Circuit with VNet
    Gateway'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-deploy-azure-function-app-with-consumption-plan:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A practical reference showing how to provision an Azure Function App
    under a Consumption Plan. It outlines infrastructure parameters such as storage
    dependencies, App Service Plans, and runtime environments in standard HCL code.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Azure
  - Serverless
  - Function App
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'build5nines.com: Terraform: Deploy Azure Function App with Consumption Plan'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-feature-flags-environment-toggle-design-patterns:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores design patterns for implementing conditional environment toggling
    and feature flagging within HCL modules. Demonstrates how to leverage boolean
    variables, count parameters, and map lookups to govern multi-region deployments
    dynamically.
  language: English
  resource_type: Architectural Guide
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Terraform Feature Flags & Environment Toggle Design Patterns
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-get-user-principal-name-upn-of-user-running-deployment-without-entra-id-read-permissions:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A focused technical workaround detailing how to dynamically capture
    the current executing User Principal Name (UPN) inside Terraform scripts without
    relying on wide Microsoft Entra ID read access.
  language: HCL
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Entra ID Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Terraform: Get User Principal Name (UPN) of User Running Deployment without
    Entra ID Read Permissions'
  addition_method: manual
  v2_locations:
  - devops.md
  - azure.md
https://build5nines.com/terraform-github-actions-automated-deployment:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Presents a clear blueprint for constructing basic CI/CD execution runs
    in GitHub. Covers step definitions, lint validations, and execution strategies
    designed to build solid base paths for continuous integration pipelines.
  language: YAML
  resource_type: Technical Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform: GitHub Actions Automated Deployment'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-how-are-data-sources-used:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Technical guide outlining the architectural use of data sources in HCL
    to securely fetch real-time metadata from external resources. Minimizes hardcoded
    identifiers by query-filtering configurations directly from dynamic cloud registries
    at run-time.
  language: HCL
  resource_type: Technical Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Syntax & Expressions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform: How are Data Sources used?'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-how-to-for_each-through-a-listobjects:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Detailed architectural guide on leveraging the `for_each` expression
    to iterate over a list of structural objects in Terraform. Explains how to programmatically
    transform a list of objects into an uniquely keyed map using a inline `for` projection,
    which ensures deterministic and stable resource provisioning without relying on
    unstable index-based `count` loops.
  language: HCL
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Syntax & Expressions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform: How to for_each through a list(objects)'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-how-to-join-and-split-strings:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Technical reference focusing on HCL's native string manipulation functions
    like "join()", "split()", and "replace()". Demonstrates their application when
    generating dynamic names, processing resource tags, or managing complex network
    parameters. Live grounding highlights that using native functions is critical
    to building robust, self-documenting parameters inside library modules.
  language: HCL
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Dynamic Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform: How to Join and Split Strings'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-import-existing-azure-resources-into-state-tfstate:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details programmatic methods for importing existing unmanaged Azure
    assets into Terraform states. Outlines basic import techniques as well as native
    HCL import blocks to preserve environment stability.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Azure
  - IaC
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform: Import Existing Azure Resources into State (.tfstate)'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-ip-functions-for-managing-ip-addresses-cidr-blocks-and-subnets:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep dive into built-in network calculation functions like `cidrsubnet`,
    `cidrsubnets`, and `cidrhost` in Terraform. Explains the binary arithmetic of
    CIDR division to construct clean, dynamic, scale-ready VPC and subnet topologies
    across public cloud platforms.
  language: HCL
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Syntax & Expressions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform IP Functions for Managing IP Addresses, CIDR
    Blocks, and Subnets'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-modules-using-git-branch-as-source:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines structural strategies for referencing Terraform modules sourced
    directly from remote Git branches, tags, or specific commits. Details exact Git
    source syntax structures (such as `git::https://...git?ref=branch_name`) and evaluates
    the tradeoffs between dynamic development agility and pipeline safety.
  language: HCL
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Modules
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform: Modules using Git Branch as Source'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-remove-resource-from-state-file-tfstate:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Deep dive into executing `terraform state rm` to securely untrack infrastructure
    resources without triggering physical cloud deletion. Explains use-cases like
    decoupling legacy modules, refactoring workspace states, and manual migration
    of shared components.
  language: Bash
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - State Management
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform: Remove Resource from State File (.tfstate)'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-split-main-tf-into-seperate-files:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Best practice architectural blueprint for refactoring monolithic `main.tf`
    configuration structures into clean, decoupled, multi-file topologies. Outlines
    segregation of responsibilities across variables, providers, outputs, and logical
    cloud resources to streamline enterprise collaboration and minimize Git conflict
    risk.
  language: HCL
  resource_type: Technical Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform: Split main.tf into seperate files'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-state-management-explained:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Detailed exploration of state file engines in Terraform, covering single
    sources of truth, remote backend storage strategies, concurrent state locking
    mechanisms, and the state mutation lifecycle commands crucial for multi-user pipelines.
  language: HCL
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform State Management Explained'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/terraform-workflow-process-explained:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A structural breakdown of the standard write-plan-apply execution loop
    that forms the basis of all infrastructure automation pipelines. Examines the
    operations performed during each phase, including dependency mapping and state-lock
    resolution. Live grounding shows that understanding these core lifecycle phases
    is vital before adopting complex CI tools like Atlantis or Terraform Cloud.
  language: HCL
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Workflow Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Terraform Workflow Process Explained'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/using-azapi-terraform-provider-dynamic-properties-feature-instead-of-jsonencode:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Demonstrates the practical benefits of using AzAPI Dynamic Properties
    rather than standard `jsonencode` blocks. Establishes how this simplifies resource
    files, improves type-checking, and makes Terraform code easier to read.
  language: HCL
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Azure
  - IaC
  - Providers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Using AzAPI Terraform Provider Dynamic Properties Feature
    instead of jsonencode'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/what-is-azure-private-link-and-how-to-deploy-with-terraform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides a comprehensive tutorial on configuring Azure Private Links
    and private endpoints via Terraform. Details how to direct platform traffic across
    private cloud channels, securing resources from external exposure.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Azure
  - Networking
  - Private Link
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: What is Azure Private Link and How to Deploy with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/what-is-podman-and-how-does-it-compare-to-docker:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An architectural comparison analyzing the structural differences between
    Docker and Podman. It highlights Podman's daemonless, rootless-by-default execution
    model and explains how this design reduces security attack vectors compared to
    Docker's centralized daemon. It also details Podman's native support for pod-like
    multi-container groupings, easing transitions toward Kubernetes.
  language: Markdown
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Containerization
  - Runtimes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: What is Podman and How Does it Compare to Docker?
  addition_method: manual
  v2_locations:
  - container-managers.md
https://build5nines.com/what-is-the-hashicorp-infrastructure-cloud:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes HashiCorp's unified platform approach, combining Terraform,
    Consul, Vault, and Packer under the HashiCorp Cloud Platform (HCP) banner. Focuses
    on the transition from disjointed CLI tools to integrated, identity-managed cloud
    operations designed to reduce platform engineering friction.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Orchestration Platforms
  - HashiCorp Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: What is The HashiCorp Infrastructure Cloud?'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/why-do-azure-resource-groups-have-an-azure-region-association:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Explains why Azure Resource Groups require regional associations despite
    holding globally distributed resources. Focuses on metadata retention policies,
    high-availability architecture of the resource manager control plane, and localized
    compliance/residency constraints.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Governance & Management
  - Enterprise Governance
  - Resource Metadata
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Why do Azure Resource Groups have an Azure Region association?'
  addition_method: manual
  v2_locations:
  - azure.md
https://build5nines.com/why-hashicorp-terraform-is-essential-for-sres-and-devops-engineers:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Assesses the architectural value proposition of Terraform from the perspective
    of Site Reliability Engineers and platform teams. Discusses benefits like multi-cloud
    portability, declarative state consistency, dependency mapping, and automation-friendly
    APIs. Live grounding proves that while alternatives exist, Terraform's sprawling
    provider ecosystem remains highly critical to automation.
  language: HCL
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Adoption Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Why HashiCorp Terraform is Essential for SREs and DevOps
    Engineers'
  addition_method: manual
  v2_locations:
  - terraform.md
https://build5nines.com/working-with-yaml-in-terraform-using-the-yamldecode-and-yamlencode-functions:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Comprehensive guide on parsing and serializing configuration data structures
    between YAML schemas and native HCL objects utilizing `yamldecode` and `yamlencode`
    functions. Crucial for integrating complex external declarations (such as Helm
    value trees) directly into modular deployments.
  language: HCL/YAML
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Syntax & Expressions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'build5nines.com: Working with YAML in Terraform using the `yamldecode` and
    `yamlencode` Functions'
  addition_method: manual
  v2_locations:
  - terraform.md
https://buildah.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Buildah specializes in crafting OCI-compliant container images without
    requiring a background container daemon. It enables fine-grained Layer management,
    dramatically reducing the security footprint of target images by keeping build
    tools outside the final layers.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Platform
  - Container Security
  - OCI Builders
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: buildah
  addition_method: manual
  v2_locations:
  - container-managers.md
https://buildbot.net:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A Python-based framework designed for continuous integration testing.
    Although largely surpassed by Kubernetes-native engines, Buildbot remains a robust,
    highly extensible platform for complex, non-standard compilation requirements.
  language: Python
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Self-Hosted Runners
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Buildbot
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
  - cicd.md
  - devops.md
https://builder.aws.com/build/workshops?trk=265ae1c7-2dfc-44c6-bc73-a4d991b8bd7f&sc_channel=el:
  description: ''
  addition_method: manual
  content_hash: a78c2397e91ab049995ef550deeeb51c5036386b5463601127d060c29dd824ef
  health_score: 100.0
  last_checked: 1779130495.032393
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: AWS-designed workshop aggregator offering deep, interactive labs on
    advanced engineering themes. Topics span Elastic Kubernetes Service (EKS) design,
    serverless microservices pipelines, security automation, and native database configurations
    under realistic operational profiles.
  language: English
  resource_type: Portal
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Services
  - Interactive Learning
  is_microservice: false
  title: 'workshops.aws: AWS Workshops'
https://builder.aws.com/learn:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The centralized AWS Builder community training site featuring articles,
    community-sourced tutorials, and architectural guidelines written by AWS Heroes
    and user group leaders worldwide.
  language: English
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Community Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'community.aws/training: Training and Certification'
  addition_method: manual
  v2_locations:
  - jenkins.md
  - aws-training.md
https://builder.aws.com/learn/topics/kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Curated developer platform presenting technical walk-throughs, AWS integrations,
    architecture guides, and emerging patterns specifically centered around EKS and
    cloud-native topologies on AWS.
  language: English
  resource_type: Portal
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Community Resources
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: community.aws/kubernetes
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://buildkite.com/blog/manage-your-ci-cd-resources-as-code-with-terraform:
  addition_method: manual
  content_hash: 6e60855bb79fea8d1c27acc199537c91cb51965c181917531a1dc3d7f8a19128
  description: ''
  health_score: 100.0
  last_checked: 1779030189.580133
  stars: 0
  status: online
  title: 'buildkite.com: Manage your CI/CD resources as Code with Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://buildkite.com/resources/blog/manage-your-ci-cd-resources-as-code-with-terraform:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Explores how Buildkite resources (pipelines, agents, clusters) can be
    deterministically provisioned and versioned using Terraform providers. Emphasizes
    the architectural shift from manual web-console administration to auditable, pull-request-driven
    CI/CD configuration management. Live grounding shows that this GitOps approach
    prevents pipeline configuration drift and aligns security configurations across
    corporate repositories.
  language: HCL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Linting
  - Build Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'buildkite.com: Manage your CI/CD resources as Code with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://buildpacks.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Cloud Native Buildpacks (CNBs) transform application source code into
    secure, OCI-compliant container images without requiring a Dockerfile. Supported
    by the CNCF, CNBs analyze codebases to determine runtimes, patch secure OS layers,
    and separate application dependencies into optimal cached layers. They provide
    enterprise-level standardization, accelerating container builds and reinforcing
    dependency security at scale.
  language: Go
  resource_type: Tool
  complexity: High
  hierarchy:
  - Infrastructure
  - Continuous Integration
  - Image Building
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "buildpacks.io: Cloud Native Buildpacks \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://buoyant.io/2020/12/23/kubernetes-network-policies-with-cilium-and-linkerd:
  addition_method: manual
  content_hash: 9a91aa0e2d5841dc7a31016812fcbf89b098309351b6c0ec6a87bbc9e508b0c6
  description: ''
  health_score: 100.0
  last_checked: 1779033243.713843
  stars: 0
  status: online
  title: 'buoyant.io: Kubernetes network policies with Cilium and Linkerd'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://buoyant.io/2021/12/14/locking-down-network-traffic-between-kubernetes-namespaces:
  addition_method: manual
  content_hash: b380f5fc91409b3183b3ec2c2ceb03ab21070159f2a02ea7a9d23b923079b527
  description: ''
  health_score: 100.0
  last_checked: 1779031478.759474
  stars: 0
  status: online
  title: 'buoyant.io: Go directly to namespace jail: Locking down network traffic''
    between Kubernetes namespaces'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://buoyant.io/blog/multi-cluster-multi-region-setup-using-linkerd-service-mesh:
  addition_method: manual
  content_hash: 806ffecf5ae5226be545e068c41116b149a73d5dadf0477f174fcc7668b6ac5d
  description: ''
  health_score: 100.0
  last_checked: 1779029478.524456
  stars: 0
  status: online
  title: 'buoyant.io: Multi-Cluster, Multi-Region Setup using Linkerd Service Mesh'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://buoyant.io/service-mesh-academy/upgrading-to-linkerd-2-12:
  addition_method: manual
  content_hash: 0bd3ff1427d340b94bb5bd5e4f7ad555d2ee8cc00aeda421200842357f3e66ff
  description: ''
  health_score: 100.0
  last_checked: 1779033808.296621
  stars: 0
  status: online
  title: 'buoyant.io: Upgrading to Linkerd 2.12: Zero-trust-ready route-based policy,''
    Gateway API, access logging'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
? https://business.vogue.es/carrera/articulos/adios-jefes-toxicos-la-salud-organizacional-rentabilidad-residen-liderazgo-gentil/533
: addition_method: manual
  content_hash: 5df82bbbbf9f0e5eb149d2cf75d13f91a91e3d0c234f4e914ea49c8c61dc42dd
  description: ''
  health_score: 100.0
  last_checked: 1779030720.845201
  review_metadata:
    original_url: https://business.vogue.es/carrera/articulos/adios-jefes-toxicos-la-salud-organizacional-rentabilidad-residen-liderazgo-gentil/533
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.988586'
  stars: 0
  status: online
  title: 'business.vogue.es: Adiós a los jefes tóxicos: este es el nuevo tipo de liderazgo''
    gentil que triunfa'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://businessinsider.mx/trucos-chatgpt-aminorar-carga-laboranl_vida-profesional:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030516.787128
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga''
    laboral'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering businessinsider.mx:
    5 trucos de ChatGPT que pueden ayudar a reducir tu carga'' laboral in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://buttondown.com/nelhage/archive/two-reasons-kubernetes-is-so-complex:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: 'An insightful essay attributing Kubernetes'' inherent complexity to
    two core causes: its general-purpose platform-of-platforms architecture, and its
    commitment to solving the distributed consensus state problem globally.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Theory
  - Complexity Analysis
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'buttondown.email: Two reasons Kubernetes is so complex'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://buttondown.email/nelhage/archive/two-reasons-kubernetes-is-so-complex:
  addition_method: manual
  content_hash: 46e3c7e8d5b5807e129ecd8092b3d9ffe1a497dac937f4e99509ca4aa88e0ff9
  description: ''
  health_score: 100.0
  last_checked: 1779033297.071786
  stars: 0
  status: online
  title: 'buttondown.email: Two reasons Kubernetes is so complex'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://buttons.github.io:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Simple frontend utility generator that provides clean, interactive,
    and customizable social buttons (such as Follow, Star, Fork) to integrate easily
    within product documentation, blogs, or landing pages.
  language: JavaScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Frontend Integrations
  - GitHub Buttons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'buttons.github.io: GitHub Buttons'
  addition_method: manual
  v2_locations:
  - git.md
https://bytebytego.com:
  addition_method: manual
  content_hash: 16f3df3f8be236dfb55033802e0be1ba41bdfb16487b4ce617c4278c35f1b981
  health_score: 100.0
  last_checked: 1779031064.513026
  needs_ai_refresh: true
  v1_locations:
  - docs/introduction.md
https://bytebytego.com/courses/system-design-interview/scale-from-zero-to-millions-of-users:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A structured breakdown of modern system scaling, illustrating how a
    single database configuration evolves into a multi-tiered global architecture.
    Covers key mechanics like database replication, global CDN routing, horizontal
    scaling of stateless application nodes, and distributed cache deployment.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Application Design
  - System Design Patterns
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "bytebytego.com: System Design - Scale From Zero To Millions Of Users \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://byteman.jboss.org:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A highly robust runtime bytecode injection tool utilizing JBoss rule
    engines to trace, test, and inject faults into live Java applications. By using
    Event-Condition-Action (ECA) rules without requiring source code modifications,
    it remains a vital instrument for simulating extreme edge cases, chaos engineering,
    and tracing complex cloud microservices.
  language: Java
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Java Virtual Machine
  - Diagnostics and Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Byteman
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://bytes.devopscube.com/p/pod-priority-preemption-explained:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides a comprehensive architectural overview of Kubernetes Pod Priority
    and Preemption. It explains how high-priority containers can evict lower-priority
    workloads from fully saturated worker nodes.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Scheduling
  - Priority Class
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'bytes.devopscube.com: Kubernetes Pod Priority & Preemption'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cal.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Cal.com is a highly customizable, open-source scheduling infrastructure.
    Positioned as a self-hosted, API-driven, GDPR-compliant core alternative to proprietary
    booking software.
  language: TypeScript
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Open Source Tools
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: cal.com
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://calculadora.malt.es:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A calculator tool built by Malt Spain that helps freelancers estimate
    their daily rate (Tasa Diaria Media - TDM) based on localized experience, tech
    stack, and location. Ideal for software developers transitioning to contracting
    to properly assess market value and negotiate sustainable client contracts.
  language: N/A
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Careers
  - Freelancing
  - Financial Calculators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: calculadora.malt.es
  addition_method: manual
  v2_locations:
  - freelancing.md
https://calculator.aws:
  description: ''
  addition_method: manual
  content_hash: 54b0d80bda668e25e5f493e7ba2c4c93bf29f97b5d4c5fc3c2f051285a8eded8
  health_score: 100.0
  last_checked: 1779033162.629021
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2022'
  ai_summary: The official pricing modeling platform for AWS cloud architectures.
    Empowers engineers to compute operational expenses and model total cost of ownership
    forecasts before initiating system builds.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - FinOps Strategy
  is_microservice: false
  title: 'calculator.aws: AWS Total Cost of Ownership (TCO) Calculators'
https://calendly.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: SaaS scheduling tool providing automated invite links, corporate calendar
    integration, and round-robin scheduling algorithms to streamline business workflow
    coordination.
  language: TypeScript
  resource_type: SaaS
  complexity: Beginner
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Commercial Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Calendly
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://camel.apache.org:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The main technical page for Apache Camel, an integration framework built
    around Enterprise Integration Patterns (EIP). It simplifies system connectivity
    by offering hundreds of out-of-the-box protocol connectors and routing strategies.
  language: Java
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Enterprise Integration
  - Apache Camel
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Apache Camel
  addition_method: manual
  v2_locations:
  - message-queue.md
https://camel.apache.org/camel-k/2.10.x:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The homepage for Apache Camel K, a lightweight integration framework
    optimized for Kubernetes. Built on Knative, Camel K runs integration code natively,
    using custom operators to automate building and scaling processes.
  language: Go
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Kubernetes Native
  - Camel K
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Apache Camel K
  addition_method: manual
  v2_locations:
  - message-queue.md
https://camel.apache.org/camel-k/latest:
  addition_method: manual
  content_hash: a44c353a72cca566d0511b89b7e2c83ff6ae5b6a344a84a2140773f47f549e21
  description: ''
  health_score: 100.0
  last_checked: 1779031143.027378
  stars: 0
  status: online
  title: Apache Camel K
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://camunda.com/blog/2022/02/how-we-overcame-long-running-job-limitations-in-jenkins-declarative-pipelines:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'An analytical case study by Camunda detailing methods to bypass script
    size limitations and JVM stack overflows in complex pipelines. *Curator Insight*:
    Scaling execution. *Live Grounding*: Crucial for large engineering teams struggling
    with the maximum method size limit in Groovy files.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Performance Optimization
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'camunda.com: How We Overcame Long-Running Job Limitations in Jenkins Declarative
    Pipelines'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://camunda.com/platform/zeebe:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Zeebe is Camunda's highly available, horizontally scalable workflow
    orchestration engine designed specifically for microservices architectures. Relying
    on event-sourced execution loops, Zeebe manages complex BPMN process flows across
    thousands of servers with built-in partition tolerance.
  language: Java
  resource_type: Workflow Engine
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Workflow Engines
  - Camunda
  - Zeebe
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Zeebe workflow engine
  addition_method: manual
  v2_locations:
  - message-queue.md
https://canine.sh:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A developer-centric, lightweight PaaS layer running directly on top
    of Kubernetes. Canine simplifies native container deployments and configurations,
    reducing cognitive load and shortening inner-loop development iterations.
  language: Go
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - Platform Engineering
  - Kubernetes Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Canine: A Developer-friendly PaaS for Kubernetes'
  addition_method: manual
  v2_locations:
  - devops-tools.md
  - cicd.md
https://canonical.com/blog/gitops-with-azure-arc-and-charmed-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical case study showcasing hybrid cloud management by linking
    Canonical's Charmed Kubernetes clusters with Microsoft Azure Arc. It details how
    Azure Arc acts as an overlay management plane, allowing administrators to push
    unified GitOps policies, access controls, and application resources to on-premises
    Charmed clusters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Hybrid Cloud
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Kubernetes GitOps with Azure Arc and Charmed Kubernetes
  addition_method: manual
  v2_locations:
  - gitops.md
  - kubernetes-on-premise.md
https://canonical.com/juju:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Curator Insight vs Live Grounding: Canonical''s Conjure-up tool was
    originally developed to orchestrate Juju applications and configure Charmed Kubernetes
    dynamically. Live status confirms the tool is deprecated and retired, with Canonical
    directing teams to use direct Juju or MicroK8s setups.'
  language: Python
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Deployment Tools
  - Ubuntu Stack
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: '**Conjure up**'
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - kubernetes-on-premise.md
https://canonical.com/microk8s:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Canonical's lightweight, zero-ops Kubernetes distribution designed for
    developers, IoT devices, and edge computing. MicroK8s is packaged as a single
    snap package with automatic updates, high-availability clustering, and a modular
    architecture that supports one-click deployment of common add-ons like Istio,
    Knative, and GPU acceleration.
  language: Go
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Edge & IoT
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: '**Microk8s**'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://canvatechblog.com/supporting-gpu-accelerated-machine-learning-with-kubernetes-and-nix-7c1da8e42f61:
  addition_method: manual
  content_hash: b9b5fd72d59db2b6e2e2f5fbfbb353ae5dda03d983539e32afe2bb2ae3b80124
  description: ''
  health_score: 100.0
  last_checked: 1779034034.739576
  stars: 0
  status: online
  title: 'canvatechblog.com: Supporting GPU-accelerated Machine Learning with Kubernetes''
    and Nix'
  v1_locations:
  - docs/mlops.md
  year: N/A
https://capistranorb.com:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A remote server automation and deployment framework written in Ruby.
    It is a classic standard for multi-stage deployments, file synchronization, and
    atomic rollbacks. It remains highly popular for standard VM infrastructures, though
    cloud-native projects have largely migrated to Kubernetes-based systems.
  language: Ruby
  resource_type: tool
  complexity: intermediate
  hierarchy:
  - Infrastructure as Code
  - Deployment Tools
  - Application Deployment
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Capistrano
  addition_method: manual
  v2_locations:
  - ansible.md
https://capstonec.com/2020/10/08/cloud-native-app-architecture-patterns:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Investigates key structural patterns that define modern cloud-native
    systems, focusing on twelve-factor application rules, API-first delivery, resilient
    circuit breakers, and decoupling persistent storage systems from execution units.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Cloud-Native
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "capstonec.com: You Will Love These Cloud-native App Architecture Patterns
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://carlos-piqueres.medium.com/product-backlog-vs-sprint-backlog-c951f972e979:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033280.414343
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'carlos-piqueres.medium.com: Product Backlog vs Sprint Backlog'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering carlos-piqueres.medium.com:
    Product Backlog vs Sprint Backlog in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://carlos.mendible.com/2021/08/02/aks-persistent-volume-claim-with-an-azure-file-storage-protected-with-a-private-endpoint:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines configuring a Persistent Volume Claim (PVC) using Azure Files
    storage secured with a Private Endpoint in AKS. Prevents the storage accounts
    from being exposed to the public internet. Grounding confirms this is a critical
    enterprise pattern for storage layer hardening.
  language: YAML/Terraform
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Storage Systems
  - Private Endpoints
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'carlos.mendible.com: AKS: Persistent Volume Claim with an Azure File Storage
    protected with a Private Endpoint'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://carlosalca.medium.com/how-to-manage-all-my-k8s-secrets-in-git-securely-with-bitnami-sealed-secrets-43580b8fa0c7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029594.310444
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'carlosalca.medium.com: How to manage all my K8s secrets in git securely''
    with Bitnami Sealed Secrets'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering carlosalca.medium.com:
    How to manage all my K8s secrets in git securely'' with Bitnami Sealed Secrets
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://carlosthe19916.wordpress.com/2020/04/12/rhamt-in-github-actions:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical guide outlining how to embed the Red Hat Application Migration
    Toolkit (RHAMT) into automated GitHub Actions. This implementation enables automated
    static code analysis inside continuous integration pull requests to ensure cloud
    compatibility.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - App Migration
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: RHAMT in Github Actions
  addition_method: manual
  v2_locations:
  - ocp4.md
https://carvel.dev/kapp:
  description: ''
  addition_method: manual
  content_hash: 86b6a26c1381fec6ede2ecbd749bd2918fcffda552631446dea6cb25064cbcb8
  health_score: 100.0
  last_checked: 1779033074.567896
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kapp is an extremely granular and robust deployment tool from the Carvel
    suite. It treats groups of resources as logical applications, calculating precise
    dependency graphs and displaying real-time execution plans.
  language: Go
  resource_type: Deployment Engine
  complexity: Advanced
  hierarchy:
  - Application Lifecycle
  - Deployment Tools
  - Resource Ordering
  is_microservice: false
  title: "kapp \U0001F31F"
https://cassandra.apache.org:
  description: "- [solo.io: Step by Step: Datastax Cassandra with Istio and SNI routing](https://www.solo.io/blog/step-by-step-datastax-cassandra-with-istio-and-sni-routing)
    Connecting applications running outside of the Kubernetes cluster to the Cassandra
    database running inside the cluster.\n    - [engineeringblog.yelp.com: Orchestrating
    Cassandra on Kubernetes with Operators](https://engineeringblog.yelp.com/2020/11/orchestrating-cassandra-on-kubernetes-with-operators.html)\n
    \   - [datastax.com: Apache Cassandra 4.0 is Now Delivered Via K8ssandra on Amazon
    EKS](https://www.ibm.com/products/datastax)\n    - [foojay.io: K8ssandra Performance
    Benchmarks on Cloud Managed Kubernetes](https://foojay.io/today/k8ssandra-performance-benchmarks-on-cloud-managed-kubernetes)\n
    \   - [thenewstack.io: How to Run a Cassandra Operation in Docker](https://thenewstack.io/how-to-run-a-cassandra-operation-in-docker)"
  year: '2026'
  stars: 5
  ai_summary: Highly scalable, distributed wide-column NoSQL database offering linear
    scalability and multi-datacenter active-active clustering. Managed via modern
    tooling like K8ssandra on top of cloud Kubernetes platforms.
  language: Java
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Wide-Column Stores
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Cassandra.apache.org
  addition_method: manual
  v2_locations:
  - nosql.md
https://cast.ai:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Introduces CAST AI, an automated cost-reduction system for EKS, AKS,
    and GKE. Highlights how its real-time algorithms adjust cluster sizing, configure
    spot instances, and scale down resources without manual developer effort.
  language: English
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - FinOps & Cloud Cost
  - Kubernetes FinOps
  - Automated Optimization
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: CAST AI
  addition_method: manual
  v2_locations:
  - ai.md
  - finops.md
https://cast.ai/blog/8-best-practices-to-reduce-your-aws-bill-for-kubernetes:
  addition_method: manual
  content_hash: 26de6f0da4566f3152142989f891360128975525d7afe08f76661a190ed6da41
  description: ''
  health_score: 100.0
  last_checked: 1779029820.696633
  stars: 0
  status: online
  title: 'cast.ai: 8 best practices to reduce your AWS bill for Kubernetes'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://cast.ai/blog/aws-eks-vs-ecs-vs-fargate-where-to-manage-your-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep dive comparing AWS ECS, EKS, and serverless container execution
    via AWS Fargate. Synthesizing live cloud architectural trends, it presents insights
    into financial management, operational simplicity, and dynamic resource scaling,
    mapping out the trade-offs of using managed VM pools versus completely serverless
    options.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cast.ai: AWS EKS vs. ECS vs. Fargate: Where to manage your Kubernetes?'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - aws-containers.md
https://cast.ai/blog/cloud-pricing-comparison:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A deep cost comparison across compute instances, storage tiers, and
    serverless runtimes of AWS, Azure, and Google Cloud. Authored by Cast.ai, it maps
    multi-cloud resource mapping vectors to reduce compute spend. Live grounding establishes
    this as a critical methodology for automated cloud cost control.
  language: English
  resource_type: Guide/Reference
  complexity: Intermediate
  hierarchy:
  - Cloud Economics
  - Cost Optimization
  - Hyperscalers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cast.ai: Ultimate cloud pricing comparison: AWS vs. Azure vs. Google Cloud
    in 2021'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://cast.ai/blog/eks-cost-optimization:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical guide outlining eight proven vectors for optimizing AWS
    EKS spend. Recommendations highlight spot instance utilization, rightsizing CPU/memory
    allocations, automated pod pausing, and real-time scaling engines to eliminate
    compute waste.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Cost Optimization
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cast.ai: 8 best practices to reduce your AWS bill for Kubernetes'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://cast.ai/blog/eks-security-checklist-10-best-practices-for-a-secure-cluster:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A security verification checklist designed for EKS. Evaluates API network
    isolation, node-level hardenings, RBAC, KMS secret encryption, and runtime defense
    models necessary to pass enterprise audits.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Security & Compliance
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cast.ai: EKS Security Checklist: 10 Best Practices for a Secure Cluster'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://cast.ai/blog/guide-to-kubernetes-autoscaling-for-cloud-cost-optimization:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An investigation of modern AI-driven infrastructure optimization tooling
    like CAST AI. Explains how automated scaling algorithms run real-time bin-packing
    configurations and non-disruptively swap out-of-budget spot instances.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Kubernetes & Scaling
  - Cost Optimization
  - Automated Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cast.ai: Guide to Kubernetes autoscaling for cloud cost optimization \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://cast.ai/blog/keep-your-aws-kubernetes-costs-in-check-with-intelligent-allocation:
  description: ''
  addition_method: manual
  content_hash: 96f551bd8bcb4ccc1234a100696a036f5919d4c780898f58a87502dd17b7a3c9
  health_score: 100.0
  last_checked: 1779032543.596239
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2021'
  ai_summary: Explores Kubernetes resource provisioning on EKS using automated container
    allocations. Offers strategies to prevent container-level over-provisioning and
    dynamically handle node scaling tasks to curb cluster waste.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - Kubernetes FinOps
  is_microservice: true
  title: 'cast.ai: Keep your AWS Kubernetes costs in check with intelligent allocation''
    (EKS)'
https://cast.ai/blog/kubernetes-labels-expert-guide-with-10-best-practices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Establishes ten labeling best practices for enterprise systems. Analyzes
    how labeling impacts downstream scheduling, network topology routing, dynamic
    autoscaling, and metrics collection.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Core Mechanics
  - Metadata Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cast.ai: Kubernetes Labels: Expert Guide with 10 Best Practices'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cast.ai/blog/kubernetes-namespace-how-to-use-it-to-organize-and-optimize-costs:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides strategies for tracking and limiting resource spend using namespaces.
    Details how to integrate granular namespace tracking with FinOps tools to reduce
    infrastructure waste.
  language: Go
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Cost Optimization
  - Namespace Budgets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cast.ai: Kubernetes Namespace: How To Use It To Organize And Optimize Costs'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cast.ai/blog/kubernetes-security-10-best-practices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Consolidates ten core security practices derived from cloud-native community
    patterns and expert input. Discusses API server hardening, encryption of secrets
    at rest in etcd, and continuous vulnerability verification. Provides a clear roadmap
    for migrating legacy infrastructure securely into Kubernetes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Cluster Hardening
  - Best Practices
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "cast.ai: Kubernetes Security: 10 Best Practices from the Industry and Community
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://cast.ai/blog/ultimate-cloud-pricing-comparison-aws-vs-azure-vs-google-cloud-in-2021:
  addition_method: manual
  content_hash: 499ac9dfd5ce764260f27a2f0023f41d6e07f2de3d9fe617594db9cd4b0305fa
  description: ''
  health_score: 100.0
  last_checked: 1779032900.455591
  stars: 0
  status: online
  title: 'cast.ai: Ultimate cloud pricing comparison: AWS vs. Azure vs. Google Cloud''
    in 2021'
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://catalog.ngc.nvidia.com/orgs/nvidia/helm-charts/gpu-operator:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: The official NVIDIA GPU Operator Helm Chart coordinates all physical
    driver configurations, container engine runtimes, device plugins, and monitoring
    layers on Kubernetes. This is the industry-standard approach to automated provisioning
    of GPU compute capabilities across massive cloud and on-premise clusters.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - GPU Orchestration
  - Kubernetes Operators
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "catalog.ngc.nvidia.com: NVIDIA GPU Operator - Helm chart \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - mlops.md
https://catalog.redhat.com/en:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official enterprise repository registry hosted by Red Hat, containing
    continuously scanned, signed, and validated base images, middleware operators,
    and enterprise databases optimized for secure OpenShift cluster rollouts.
  language: None
  resource_type: Registry
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Container Registries
  - Red Hat
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Red Hat Container Catalog - RedHat Registry (registry.redhat.io) \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift.md
https://catalog.redhat.com/en/software/containers/explore:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: The access portal to the Red Hat Ecosystem Catalog, providing a registry
    of verified, security-scanned container images. This resource is an enterprise-stable
    source for deploying secure database runtimes, middleware, and application frameworks
    on production clusters.
  language: English
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Image Distribution
  - Ecosystem Registries
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Red Hat Ecosystem Catalog
  addition_method: manual
  v2_locations:
  - container-managers.md
https://catalog.redhat.com/software/containers/explore:
  addition_method: manual
  content_hash: 04784ae711d2e8e483cbe1f2df0afc96144c04646dca1ab975bea5117cb17eb9
  description: ''
  health_score: 100.0
  last_checked: 1779030583.916595
  stars: 0
  status: online
  title: Red Hat Ecosystem Catalog
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://catonmat.net/gnu-coreutils-cheat-sheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An industry-standard technical reference for GNU Coreutils commands.
    Curator Insight highlights its value for day-to-day Linux administration. Live
    Grounding confirms that utilities like dd, tar, and awk remain the foundational
    scripting blocks of all modern enterprise container runtimes.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Operating Systems
  - Linux Utilities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'catonmat.net: GNU Coreutils Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://caylent.com/blog/beginners-guide-to-using-terraform-with-aws:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical, step-by-step introduction to establishing your first AWS
    configurations using Terraform. Covers authenticating to AWS providers, configuring
    remote S3 state backends, and provisioning modular VPCs.
  language: English
  resource_type: Technical Guide
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - AWS Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "trek10.com: Beginner's Guide to Using Terraform with AWS \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://caylent.com/blog/pragmatic-enterprise-cicd:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Pragmatic enterprise architecture paradigms for deploying resilient
    pipelines on AWS. Focuses on orchestrating CodePipeline, ECS, and EKS under high
    compliance boundaries, robust IAM roles, and centralized security.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - AWS Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'trek10.com: Enterprise CI/CD on AWS: a pragmatic approach'
  addition_method: manual
  v2_locations:
  - cicd.md
https://caylent.com/insights:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An evolutionary comparison of AWS landing zone patterns, comparing historic
    custom pipelines against modern managed AWS Control Tower architectures. It details
    best practices for organizational planning and highlights the shift toward managed
    control planes that simplify compliance overhead.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - AWS
  - Multi-Account Setup
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'trek10.com: Control Tower: Then vs Now'
  addition_method: manual
  v2_locations:
  - terraform.md
https://cbui.dev/every-company-has-an-old-production-aws-account:
  addition_method: manual
  content_hash: 90f1321e1b7d6bf8d73defa89de2947c0e2f35e1631a5ad1da0aa193da0ffd15
  description: ''
  health_score: 100.0
  last_checked: 1779029369.883714
  stars: 0
  status: online
  title: '==cbui.dev: Every company has an "old" production AWS account=='
  v1_locations:
  - docs/aws-architecture.md
  year: N/A
https://ccseyhan.medium.com/what-is-terraform-reusability-and-how-to-achieve-it-97d9565e394d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030220.151779
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ccseyhan.medium.com: What Is Terraform Reusability and How to Achieve It'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ccseyhan.medium.com:
    What Is Terraform Reusability and How to Achieve It in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cd.foundation/blog/2020/02/11/announcing-the-cd-foundation-mlops-sig:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736091.532326
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cd.foundation: Announcing the CD Foundation MLOps SIG'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cd.foundation:
    Announcing the CD Foundation MLOps SIG in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://cd.foundation/blog/2021/02/01/trends-that-will-define-ci-cd-in-2021:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735901.642774
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cd.foundation: 2021 Technology Trends and Predictions'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cd.foundation:
    2021 Technology Trends and Predictions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://cd.foundation/blog/2021/03/24/intro-to-deployment-strategies-blue-green-canary-and-more:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735901.617021
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cd.foundation: Intro to Deployment Strategies: Blue-Green, Canary, and More'
    \U0001F31F"
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cd.foundation:
    Intro to Deployment Strategies: Blue-Green, Canary, and More' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://cd.foundation/blog/2021/08/03/cd-foundation-shipwright-announcement:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736047.561443
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cd.foundation: CD Foundation Welcomes Shipwright, Framework for Building''
    Container Images on Kubernetes, As New Incubating Project'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cd.foundation:
    CD Foundation Welcomes Shipwright, Framework for Building'' Container Images on
    Kubernetes, As New Incubating Project in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://cd.foundation/blog/2021/09/02/bringing-blue-ocean-into-the-future-of-jenkins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735993.195984
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cd.foundation: Bringing Blue Ocean into the future of Jenkins'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cd.foundation:
    Bringing Blue Ocean into the future of Jenkins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://cd.foundation/blog/2021/09/02/going-cloud-native-with-jenkins-kubernetes-operator:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735993.085703
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cd.foundation: Going Cloud Native with Jenkins Kubernetes Operator'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cd.foundation:
    Going Cloud Native with Jenkins Kubernetes Operator in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://cdk8s.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official homepage for Cloud Development Kit for Kubernetes (cdk8s),
    an open-source framework for defining Kubernetes applications using familiar programming
    languages. It compiles object-oriented code into standards-compliant YAML manifests,
    bringing programming patterns like classes, loops, and conditions to configuration
    management.
  language: TypeScript
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Configuration
  - CDK & DSLs
  - CDK8s
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: cdk8s.io
  addition_method: manual
  v2_locations:
  - kubernetes.md
? https://cdn-dynmedia-1.microsoft.com/is/content/microsoftcorp/azure/acom/documents/pdfs/en-us/Azure-Essentials-customer-infographic-Innovate-with-AIFINAL.pdf
: addition_method: automatic
  ai_summary: 'Curator Insight: This formal artifact provides a visual methodology
    for aligning generative AI initiatives with Azure''s Cloud Adoption Framework
    (CAF) best practices. Live Grounding shows that the infographic highlights crucial
    pathways for modernizing infrastructure, unifying data estates, and deploying
    secure AI agents. It maps Azure AI Foundry capabilities to enterprise cloud governance,
    resiliency planning, and FinOps budgeting for scale.'
  category: azure
  complexity: Intermediate
  content_hash: 1a50ef8ea172de838275d4b62a63836414f43777d1b8d48a99e6ef1e41b1b126
  description: Microsoft's infographic on building, migrating, and optimizing AI and
    cloud workloads responsibly with Azure Essentials.
  hierarchy:
  - Cloud Architecture
  - Artificial Intelligence
  - Governance Frameworks
  is_microservice: false
  language: en
  last_checked: 1780352424.113358
  reputation_status: Vetted
  reputation_summary: Official roadmap artifact published by Microsoft Azure.
  resource_type: document
  social_preview_url: ''
  source_provenance: X.com (Azure)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  title: Azure Essentials Customer Infographic - Innovate with AI
  year: '2026'
https://cdn.jsdelivr.net/gh/sindresorhus/awesome@d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg:
  addition_method: manual
  content_hash: 55513f3aa5f9a3c961db3c8e2d4073f19791b5506b58080c37774a2521d2bc80
  health_score: 100.0
  last_checked: 1779130494.93582
  v1_locations: []
https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030230.614773
  v1_locations: []
https://cdn2.hubspot.net/hubfs/5111483/docker-swarm-cheatsheet-sematext.pdf:
  addition_method: manual
  content_hash: 7a3ce8ff7fe5b9c19f1d60d1c35a8b1ed5c7c367b66fc075a0f0477129e5433f
  description: ''
  health_score: 100.0
  last_checked: 1779030954.327121
  needs_ai_refresh: true
  stars: 0
  title: docker-swarm-cheatsheet-sematext.pdf
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://ceph.io:
  addition_method: manual
  content_hash: 9efcac7cc2becf9adad53abf0f808e22a4cff63f1c6e14a89d4346bde78b1118
  description: ''
  health_score: 100.0
  last_checked: 1779032644.380605
  stars: 0
  status: online
  title: Red Hat Ceph Storage
  v1_locations:
  - docs/kubernetes-storage.md
  - docs/ocp4.md
  year: N/A
https://ceph.io/en:
  description: "- [Noobaa](https://github.com/noobaa/noobaa-core):\n        - Red
    Hat Multi Cloud Gateway (AWS, Azure, GCP, etc)\n        - Asynchronous replication
    of data between my local ceph and my cloud provider\n        - Deduplication\n
    \       - Compression\n        - Encryption"
  year: '2026'
  stars: 0
  ai_summary: Red Hat Ceph Storage is an enterprise product offering distributed block,
    file, and object storage coupled with multi-cloud data federation via NooBaa.
    It incorporates enterprise efficiency tools like global data compression, data
    deduplication, asynchronous multi-site replication, and strong encryption policies.
  language: N/A
  resource_type: Platform
  complexity: High
  hierarchy:
  - Storage
  - Distributed Storage
  - Ceph
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Red Hat Ceph Storage
  addition_method: manual
  v2_locations:
  - ocp4.md
  - kubernetes-storage.md
https://cert-manager.io:
  addition_method: manual
  content_hash: 3319fb9a343bc9f18c66e87a7d13335af1a15990eec219b1d56a34d45af73d75
  description: ''
  health_score: 100.0
  last_checked: 1779030132.36057
  needs_ai_refresh: true
  stars: 0
  title: "cert-manager \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://cert-manager.io/docs:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official documentation portal for cert-manager, the standard tool for
    cloud-native PKI. Explains configuring Issuers and Certificate manifests, detailing
    dynamic ACME solver pipelines, Let's Encrypt integration, and automated internal
    trust routing.
  language: English
  resource_type: Official Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - PKI & Certificates
  - cert-manager
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cert-manager.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://cgruver.github.io/okd4-upi-lab-setup:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An automated GitHub lab orchestration repository designed to construct
    an OKD 4.x environment via User Provisioned Infrastructure (UPI). Using automated
    Bash scripts and Ansible playbooks, it speeds up the configuration of helper services
    (DNS, HAProxy, Web server) and manages cluster deployment.
  language: Ansible
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Platforms
  - Distribution
  - Lab Setup
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'okd4-upi-lab-setup: Building an OpenShift - OKD 4.X Lab'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://chaimeleon.eu:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: CHAIMELEON is an EU-funded initiative aiming to establish a structured,
    secure repository of cancer bioimages to train AI algorithms. The system employs
    strict data anonymization, standardized DICOM processing pipelines, and federated
    cloud-edge storage networks to facilitate collaborative oncological research.
    It sets a benchmark for privacy-preserving, multi-national healthcare data sharing
    infrastructures.
  language: English
  resource_type: Project Website
  complexity: Advanced
  hierarchy:
  - Data Management
  - Bioinformatics
  - Medical Imaging Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: chaimeleon.eu
  addition_method: manual
  v2_locations:
  - customer.md
https://chaitu-kopparthi.medium.com/scaling-kubernetes-workloads-using-custom-prometheus-metrics-1eb64b23919e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032801.912182
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'chaitu-kopparthi.medium.com: Scaling Kubernetes workloads using custom Prometheus''
    metrics'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering chaitu-kopparthi.medium.com:
    Scaling Kubernetes workloads using custom Prometheus'' metrics in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://chakray.com/11-steps-achieving-successful-api-management-strategy:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Synthesizes an eleven-step action plan to define and execute a scalable
    API strategy, detailing critical factors such as architectural pattern choices,
    SLA setups, and metric tracing.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - API Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'chakray.com: 11 Steps to achieving a successful API Management Strategy'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://chakray.com/api-strategy-how-to-create-an-api-marketplace:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Discusses the technical and business requirements for architecting an
    API Marketplace, which facilitates resource monetization, secure tenant isolation,
    and developer onboarding. Emphasizes the integration of central API gateways with
    developer portals to streamline access control.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - API Economy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'chakray.com: API Strategy. How to create an API Marketplace'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://chakray.com/es/11-pasos-lograr-estrategia-api-management-exitosa:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Spanish version outlines the eleven key steps for drafting and deploying
    an enterprise API Management structure, securing internal services, and setting
    up clean billing paths.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - API Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'chakray.com: 11 Pasos para lograr una estrategia API Management exitosa'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://chakray.com/es/por-que-api-lifecycle-management-imprescindible-api-organizacion:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Spanish language deep dive exploring why complete lifecycle governance
    is crucial for modern enterprise IT systems, mapping stages from deployment to
    clean deprecation.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - API Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'chakray.com: Por qué API LIFECYCLE MANAGEMENT es imprescindible para la
    organización de APIs'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://chakray.com/why-api-lifecycle-management-is-must-organisation-apis:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Argues the necessity of complete lifecycle governance—from design and
    prototyping to retirement—for managing systemic API environments. Details risk
    minimization and development streamlining benefits.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - API Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'chakray.com: Why API Lifecycle Management is a MUST for Your Organisation
    APIs'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://changelog.com/posts/monoliths-are-the-future:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Kelsey Hightower advocates for well-structured monolithic applications,
    challenging the microservices-by-default trend. The case study stresses that organizational
    discipline and clean boundaries are more important than physical system separation.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Architecture
  - Software Engineering
  - Monoliths
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Monoliths are the future | Kelsey Hightower
  addition_method: manual
  v2_locations:
  - introduction.md
https://channel9.msdn.com/Shows/Azure-Friday/Troubleshoot-AKS-cluster-issues-with-AKS-Diagnostics-and-AKS-Periscope:
  addition_method: manual
  content_hash: 0ca2f54c5d9c0374a3dce4bec755d410d99560b49878fb5ed76f1e261709e1c0
  description: ''
  health_score: 100.0
  last_checked: 1779032114.375461
  stars: 0
  title: 'channel9.msdn.com: Troubleshoot AKS cluster issues with AKS Diagnostics''
    and AKS Periscope'
  v1_locations:
  - docs/demos.md
  year: N/A
https://chaordic.io/blog/is-nomad-a-better-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deep dive into whether Nomad's simplicity outclasses Kubernetes. Concludes
    that Nomad dominates in multi-region setups and mixed-workload setups, while Kubernetes
    wins in plugin density.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - HashiCorp Nomad
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'chaordic.io: Is Nomad a better Kubernetes?'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://chaos-mesh.org:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The documentation portal for Chaos Mesh. Serves as the central hub for
    specifications, CRD schemas, deployment charts, API structures, and development
    tutorials, guiding users from installation to highly complex multi-stage experiment
    pipelines.
  language: English
  resource_type: Documentation Portal
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Enterprise Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Chaos Mesh \U0001F31F"
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://chaos-mesh.org/blog/chaos-mesh-1.0-chaos-engineering-on-kubernetes-made-easier:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The official product release post detailing the stability features of
    Chaos Mesh 1.0. Focuses on declarative API patterns, simplified helm-based cluster
    installations, dashboard observability metrics, and execution templates designed
    for enterprise adoption.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Enterprise Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'chaos-mesh.org: Chaos Mesh 1.0: Chaos Engineering on Kubernetes Made Easier'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://chaoslever.com/cl-20240118:
  addition_method: manual
  content_hash: cecbceb9e641d4ef6f87a22bd2da38306d57c36c0ae1f099ca4c91fb38b51373
  description: ''
  health_score: 100.0
  last_checked: 1779029628.885554
  stars: 0
  title: Redefining Virtualization in the VMware Acquisition Era
  v1_locations: []
  year: N/A
https://charbelnemnom.com/az-305-exam-study-guide-azure-solutions-architect:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030604.77433
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'charbelnemnom.com: Exam AZ-305: Microsoft Certified: Azure Solutions Architect''
    Expert'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering charbelnemnom.com:
    Exam AZ-305: Microsoft Certified: Azure Solutions Architect'' Expert in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://charbelnemnom.com/move-files-between-azure-file-share-tiers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030362.880234
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'charbelnemnom.com: Move Files Between Azure File Share Tiers and optimize''
    storage costs'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering charbelnemnom.com:
    Move Files Between Azure File Share Tiers and optimize'' storage costs in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://charlesleifer.com/blog/nginx-a-caching-thumbnailing-reverse-proxying-image-server-:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: A structural configuration showcase demonstrating Nginx's ability to
    act as a real-time, lightweight image resizing proxy using its native image filter
    module. Illustrates the power of Nginx as an all-in-one low-footprint media engine.
  language: Nginx Conf
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Caching
  - Web Servers
  - Nginx Customization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Nginx: a caching, thumbnailing, reverse proxying image server? \U0001F31F"
  addition_method: manual
  v2_locations:
  - caching.md
https://chartcenter.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A legacy public Helm registry launched by JFrog to provide security
    insights, dependency maps, and automated vulnerability scanning for Helm packages.
    It serves as a historical architectural reference for secure dependency-chain
    structures.
  language: N/A
  resource_type: Chart Registry
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Chart Repositories
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: JFrog ChartCenter
  addition_method: manual
  v2_locations:
  - helm.md
https://charts.helm.sh/incubator:
  addition_method: manual
  content_hash: e464628b109a18243d20de7076f39a68b9c31c9fe39cd1f9081e3c5212f1b1a1
  description: ''
  health_score: 100.0
  last_checked: 1779031714.539664
  needs_ai_refresh: true
  stars: 0
  title: "charts.helm.sh/incubator \U0001F31F"
  v1_locations:
  - docs/helm.md
  year: N/A
https://charts.helm.sh/stable:
  addition_method: manual
  content_hash: 8a3d7cfafdc9ca73319a41d1ea19dd3bb374478df43f01dc2f6f6ebe7a83f608
  description: ''
  health_score: 100.0
  last_checked: 1779030802.998832
  needs_ai_refresh: true
  stars: 0
  title: "charts.helm.sh/stable \U0001F31F"
  v1_locations:
  - docs/helm.md
  year: N/A
https://chat.openai.com/g/g-6eSNNNvsB-kubernetes-terraformer:
  addition_method: manual
  content_hash: 3ccf42afa321a0727ce2d26d5dc835ebc42ef14d36031a9bcccbd6d08c9d2992
  description: ''
  health_score: 100.0
  last_checked: 1779034320.134318
  stars: 0
  title: 'chat.openai.com/g/g-6eSNNNvsB-kubernetes-terraformer: Kubernetes Terraformer'
  v1_locations:
  - docs/chatgpt.md
  year: N/A
https://chat.openai.com/g/g-TCE8R7bcL-kube-debugger:
  addition_method: manual
  content_hash: 279699b1dcda43d88ceb728e324a3ade57b984d56da97d1a7e0513232592a591
  description: ''
  health_score: 100.0
  last_checked: 1779034334.875204
  stars: 0
  title: 'chat.openai.com: Kube Debugger: A Kubernetes error debugger offering diagnostic''
    and resolution guidance.'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://chatgippety.com:
  last_checked: 1780399982.211705
  score: 40
  status: FILTERED
https://chatgpt.com/g/g-6eSNNNvsB-kubernetes-terraformer:
  addition_method: manual
  ai_summary: Specialized custom GPT designed to translate raw Kubernetes service
    architectures into robust, production-ready declarative Terraform configuration
    files.
  complexity: Intermediate
  description: ''
  hierarchy:
  - Cloud Native Infrastructure
  - Infrastructure as Code
  - AI Conversational Assistants
  is_microservice: false
  language: English
  resource_type: AI Agent
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'chat.openai.com/g/g-6eSNNNvsB-kubernetes-terraformer: Kubernetes Terraformer'
  v2_locations:
  - chatgpt.md
  year: '2024'
https://chatgpt.com/g/g-TCE8R7bcL-kube-debugger:
  description: ''
  addition_method: manual
  content_hash: cf4701b11b404924d6eeba0039c875fe2ea498cd6b2fd452ea3372110f9c81d6
  health_score: 100.0
  last_checked: 1779130494.998169
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  stars: 0
  ai_summary: A tailored GPT agent built to assist platform engineers in identifying
    root causes for common Kubernetes failures, such as CrashLoopBackOff and ImagePullBackOff.
    It combines community troubleshooting knowledge with interactive remediation scripts.
  language: None
  resource_type: GPT Agent
  complexity: Beginner
  hierarchy:
  - Kubernetes
  - AIOps
  - Diagnostics
  is_microservice: false
  title: 'chat.openai.com: Kube Debugger: A Kubernetes error debugger offering diagnostic
    and resolution guidance.'
https://che.openshift.io/dashboard:
  addition_method: manual
  content_hash: 11584a0e88590b8261d5afddbc79b20c5fcfc44c74b31a85093789130bdad170
  description: ''
  health_score: 100.0
  last_checked: 1779029631.238213
  stars: 0
  status: online
  title: "OpenShift.io Samples \U0001F31F\U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://cheat.sh:
  description: '- [betterprogramming.pub: Cheat.sh — The Ultimate Multi-Language Cheat
    Sheet](https://betterprogramming.pub/cheat-sh-the-ultimate-multi-language-cheat-sheet-8e97c16407aa)
    Introducing cheat.sh, a powerful syntax and code-snippet search engine.'
  year: '2024'
  stars: 5
  ai_summary: A terminal-centric query engine that outputs syntax definitions and
    code templates directly to curl queries. By removing the need to search through
    browser interfaces, it drastically improves developer productivity for CLI operations.
  language: Python
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Developer Education
  - Cheat Sheets
  - Command Line Tools
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "cheat.sh \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://cheatography.com:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A collaborative platform dedicated to creating and downloading structured
    cheat sheets across multiple developer domains. It offers rapid summaries for
    command-line tools, frameworks, programming languages, and system diagnostics.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Information Retrieval
  - Developer Education
  - Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: cheatography.com
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://cheatography.com/funthomas424242/cheat-sheets/jenkins:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A single-page cheat sheet targeting Jenkins UI environment variables
    and configurations. Curator Insight points out the speed of lookups. Live Grounding
    shows its applicability during rapid debugging in active production builds.
  language: English
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Development
  - CI/CD Platforms
  - Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cheatography.com: Jenkins Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://cheatography.com/mikesac/cheat-sheets/maven:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A visual and community-compiled quick reference sheet for Maven commands.
    Curator Insight highlights its accessibility and structured layout. Live Grounding
    shows it is highly valued by polyglot software developers requiring quick context
    switches.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Software Development
  - Build Automation
  - Maven
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: cheatography.com
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://cheatsheet.dennyzhang.com/cheatsheet-kubernetes-a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032556.141417
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cheatsheet.dennyzhang.com: kubectl kubernetes free cheat sheet \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cheatsheet.dennyzhang.com:
    kubectl kubernetes free cheat sheet \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cheatsheet.dennyzhang.com/cheatsheet-ssh-a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029952.143022
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: ssh cheat sheet
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ssh cheat
    sheet in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The gold-standard security reference outlining precise configuration
    structures for Docker environments. Covers namespaces, read-only filesystems,
    network configurations, and active runtime protection policies.
  language: N/A
  resource_type: documentation
  complexity: Advanced
  hierarchy:
  - Containers
  - Security & Hardening
  - Compliance Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cheatsheetseries.owasp.org: Docker Security Cheat Sheet \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://cheatsheetseries.owasp.org/index.html:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: 'Curator Insight: The definitive security reference series detailing
    modern web app vulnerability mitigations. Live Grounding: Updated dynamically
    through 2026, this master reference provides critical strategies for API authorization,
    OAuth2 implementation, Kubernetes security, and safe HCL practices, establishing
    itself as a mandatory enterprise engineering standard.'
  language: Markdown
  resource_type: Reference Guide
  complexity: Advanced
  hierarchy:
  - Security
  - Application Security
  - OWASP
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "cheatsheetseries.owasp.org: OWASP Cheat Sheet Series \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://chrisarcand.com/purposeful-commits:
  description: ''
  year: '2018'
  stars: 2
  ai_summary: A technical essay discussing optimal commit message hygiene and atomic
    commits. Argues that purposeful, structured histories are critical for tracking
    down regression roots and ensuring easy codebase traversability.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Purposeful Commits
  addition_method: manual
  v2_locations:
  - devops.md
  - cicd.md
https://chrisedrego.medium.com/kubernetes-autoscaling-series-cluster-autoscaler-5d60c10c3dc1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030429.933704
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==chrisedrego.medium.com: Kubernetes AutoScaling Series: Cluster AutoScaler=='
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==chrisedrego.medium.com:
    Kubernetes AutoScaling Series: Cluster AutoScaler==' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://chrisedrego.medium.com/power-of-priorityclass-in-kubernetes-87505260ecb6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032586.732666
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==chrisedrego.medium.com: Power of PriorityClass in Kubernetes== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==chrisedrego.medium.com:
    Power of PriorityClass in Kubernetes== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://chrishaessig.medium.com/multi-cluster-setup-with-istio-c1c6437f4e8c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032360.935558
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'chrishaessig.medium.com: Multi cluster setup with istio'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering chrishaessig.medium.com:
    Multi cluster setup with istio in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://chrisshort.net:
  description: '- [==chrisshort.net: GitOps: An implementation of DevOps==](https://chrisshort.net/gitops-an-implementation-of-devops)
    GitOps is a prescriptive way of implementing DevOps. You will not succeed in using
    GitOps if you haven''t embraced some DevOps philosophies along the way.'
  year: '2021'
  stars: 0
  ai_summary: Asserts that GitOps represents a prescriptive implementation of DevOps
    philosophies. Underlines that succeeding with GitOps requires cultural commitment,
    solid feedback loops, collaborative development habits, and automation confidence.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - GitOps
  - Methodology
  - Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'chrisshort.net: GitOps: An implementation of DevOps (abstracts)'
  addition_method: manual
  v2_locations:
  - gitops.md
https://chrisshort.net/abstracts/gitops-implementation-devops:
  addition_method: manual
  content_hash: 758fd3b4d9fbfb60c228963072bf6b41a16956fa95da2388e4624e7b3a0e31fb
  description: ''
  health_score: 100.0
  last_checked: 1779031255.480777
  stars: 0
  status: online
  title: 'chrisshort.net: GitOps: An implementation of DevOps (abstracts)'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://chrisshort.net/gitops-an-implementation-of-devops:
  addition_method: manual
  content_hash: 27d1095f38878a6de9f75466e7830e80a2eeb9cc8cf3298c9badf6b18b14c9cb
  description: ''
  health_score: 100.0
  last_checked: 1779034235.286501
  needs_ai_refresh: true
  stars: 0
  title: '==chrisshort.net: GitOps: An implementation of DevOps=='
  v1_locations:
  - docs/gitops.md
  year: N/A
https://christianhuth.de/commands-kubernetes-should-adopt-from-red-hat-openshift:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A UX design comparison highlighting developer-friendly OpenShift oc
    CLI capabilities that vanilla Kubernetes lacks. Evaluates the efficiency of tools
    like built-in debugging runtimes and fast namespace switching.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Developer Experience
  - Developer Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.knell.it: Commands Kubernetes should adopt from Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://christianhuth.de/making-your-helm-chart-observable-for-prometheus:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to embed ServiceMonitor or PodMonitor definitions natively
    into Helm templates. Simplifies application observability by automatically registering
    target resources for Prometheus scraping post-deployment.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - Prometheus Integration
  - Metrics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.knell.it: Making your Helm Chart observable for Prometheus'
  addition_method: manual
  v2_locations:
  - helm.md
https://christianmartinezfinancialfox.medium.com/how-to-use-chatgpt-to-improve-your-microsft-excel-skills-41817b6465df:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030891.178176
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'christianmartinezfinancialfox.medium.com: How to use ChatGPT to improve''
    your Microsft Excel skills?'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering christianmartinezfinancialfox.medium.com:
    How to use ChatGPT to improve'' your Microsft Excel skills? in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://christianmartinezfinancialfox.medium.com/tableaugpt-the-ultimate-guide-on-how-to-utilize-its-full-potential-445939e3833d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030653.050757
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: TableauGPT — The Ultimate Guide on how to utilize its full potential in Finance
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering TableauGPT
    — The Ultimate Guide on how to utilize its full potential in Finance in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://christopher-lawshe.medium.com/building-infrastructure-with-terraform-ec2-jenkins-s3-and-more-4ec30f53a44a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029464.777793
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'christopher-lawshe.medium.com: Building infrastructure with Terraform: EC2,''
    Jenkins, S3 and more'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering christopher-lawshe.medium.com:
    Building infrastructure with Terraform: EC2,'' Jenkins, S3 and more in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://christophermeiklejohn.com/filibuster/2022/03/19/understanding-faults.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Evaluates systemic failure modes in microservice environments, emphasizing
    issues like cascading failures, misconfigured circuit breakers, and network partition
    timeouts. Shows how programmatic resilience-testing strategies can identify failure-handling
    errors during early design.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Microservices & Distributed Systems
  - Testing & Reliability
  - Fault Tolerance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'christophermeiklejohn.com: Understanding why Resilience Faults in Microservice
    Applications Occur'
  addition_method: manual
  v2_locations:
  - introduction.md
https://chrome.google.com/webstore/detail/json-viewer/efknglbfhoddmmfabeihlemgekhhnabb:
  addition_method: manual
  content_hash: 4111869a4150c031d07af43bb10caded83eb3f8280cbc4f76154e51f4dc8d167
  description: ''
  health_score: 100.0
  last_checked: 1779030522.453759
  stars: 0
  status: online
  title: Port of Firefox's JSON Viewer
  v1_locations:
  - docs/ChromeDevTools.md
  year: N/A
https://chrome.google.com/webstore/detail/monitor-me-jenkins/jhbokpimjgedmpcmfoghhiokhpihlkgc:
  addition_method: manual
  content_hash: 3d99a9dbc54f776e21060d7efcad59bc54fb57684e071b020bb515eef26cbb87
  description: ''
  health_score: 100.0
  last_checked: 1779034173.331287
  stars: 0
  status: online
  title: Chrome Extension
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://chromeos.dev/en/linux:
  description: ''
  addition_method: manual
  content_hash: 9ca376ccb91087975fe2732418251abe4c7e246439815b13b12de3aad58c4de1
  health_score: 100.0
  last_checked: 1779031739.738399
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Documentation on Crostini, the native Linux container ecosystem on ChromeOS.
    Enables execution of heavy developer tooling, full-scale IDEs, compilers, and
    container runtimes (Docker) on lightweight Chrome hardware.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Operating Systems
  - Chrome OS
  is_microservice: false
  title: "Linux on Chrome OS, sometimes called Crostini \U0001F31F"
https://chromewebstore.google.com/detail/empty-title/jhbokpimjgedmpcmfoghhiokhpihlkgc:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Lightweight browser extension allowing developers to receive desktop
    notifications and track the real-time health of parameterized builds directly
    in their web browsers.
  language: JavaScript
  resource_type: Browser Extension
  complexity: Beginner
  hierarchy:
  - Observability
  - Dashboards & Visualization
  - Browser Extensions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Chrome Extension
  addition_method: manual
  v2_locations:
  - jenkins.md
https://chromewebstore.google.com/detail/json-viewer/efknglbfhoddmmfabeihlemgekhhnabb:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A browser extension port bringing Firefox's native, highly interactive
    JSON viewer layout to Chrome. Implements folding, filtering, syntax highlighting,
    and visual hierarchy detection for raw JSON responses.
  language: JavaScript
  resource_type: Browser Extension
  complexity: Low
  hierarchy:
  - Developer Workspace
  - Diagnostics & Debugging
  - Browser Developer Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Port of Firefox's JSON Viewer
  addition_method: manual
  v2_locations:
  - ChromeDevTools.md
https://chromewebstore.google.com/detail/yaml-validator/gjgbohnlhijomhfiflapnlnmcpckgigg:
  addition_method: manual
  content_hash: 3d99a9dbc54f776e21060d7efcad59bc54fb57684e071b020bb515eef26cbb87
  health_score: 100.0
  last_checked: 1779030413.391475
  v1_locations:
  - docs/yaml.md
https://cicadatesting.github.io/cicada-2:
  description: ''
  addition_method: manual
  content_hash: 3c257fdf8ea749d5061bea96a3716a95507b51cd26db9c2feeee1ec227d2f70d
  health_score: 100.0
  last_checked: 1779030403.780349
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2021'
  ai_summary: Introduces Cicada, a continuous test suite optimized for microservice
    applications. Streamlines complex assertions across concurrent API and event stream
    networks in Kubernetes-native topologies.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - Microservices Testing
  is_microservice: true
  title: 'Cicada: A tool for testing microservices'
https://cidr.xyz:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An highly intuitive visual interface designed for parsing, structuring,
    and exploring Classless Inter-Domain Routing blocks. Translates complex binary
    IP masks, network paths, and IP pools into interactive graphics.
  language: JavaScript
  resource_type: Utility
  complexity: Beginner
  hierarchy:
  - Computer Networking & IPAM
  - Subnetting & Addressing
  - CIDR Calculators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cidr.xyz \U0001F31F"
  addition_method: manual
  v2_locations:
  - networking.md
https://cilium.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main website for Cilium, the industry-standard networking, security,
    and observability engine powered by eBPF. Eliminates routing performance penalties
    and delivers deep API metrics.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Networking
  - CNI
  - Cilium
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "cilium.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
  - kubernetes-networking.md
https://cilium.io/blog/2021/02/10/network-policy-editor:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Announcement post highlighting the features of Cilium's visual editor,
    designed to reduce security policy drafting errors via a graphical user interface.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Security
  - Policy Visualization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cilium.io: NetworkPolicy Editor: Create, Visualize, and Share Kubernetes
    NetworkPolicies \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://cilium.io/blog/2021/05/11/cni-benchmark:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep-dive benchmark analysis highlighting performance differences between
    standard iptables implementations and eBPF-driven engines, with a focus on latency
    and CPU efficiency.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - CNI
  - Benchmarks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cilium.io: CNI Benchmark: Understanding Cilium Network Performance'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://cilium.io/blog/2021/05/20/cilium-110:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Feature overview of Cilium's v1.10 release, highlighting the integration
    of native WireGuard encryption, BGP routing, egress gateways, and high-performance
    XDP load balancing.
  language: English
  resource_type: Release
  complexity: Advanced
  hierarchy:
  - Networking
  - CNI
  - Cilium
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cilium.io: Cilium 1.10: WireGuard, BGP Support, Egress IP Gateway, New Cilium
    CLI, XDP Load Balancer, Alibaba Cloud Integration and more'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://cincodias.elpais.com/cincodias/2022/02/08/fortunas/1644336556_587972.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A business news report outlining how the global shift to remote work
    has accelerated the demand for independent, highly specialized technical contractors.
    Focuses on the transition from localized physical staffing to borderless talent
    pools.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Careers
  - Freelancing
  - Market Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cincodias.elpais.com: El teletrabajo impulsa la oferta de ‘freelance’'
  addition_method: manual
  v2_locations:
  - freelancing.md
https://cincodias.elpais.com/cincodias/2022/03/31/companias/1648738965_952353.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Industrial report tracking data center investments in Spain up to 2026.
    Highlights structural upgrades and major hardware infrastructure investments needed
    to support highly dense, low-latency regional cloud-native workloads.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure & Hardware
  - Data Center Investments
  - Europe
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cincodias.elpais.com: El sector del ''data center'' eleva a 6.837 millones
    su inversión directa en nuevos centros en España hasta 2026'
  addition_method: manual
  v2_locations:
  - introduction.md
https://cioperu.pe/articulo/30477/devops-5-formas-de-impulsar-la-utilizacion-de-feature-flags:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031466.646883
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cioperu.pe: 5 formas de impulsar la utilización de feature flags'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cioperu.pe:
    5 formas de impulsar la utilización de feature flags in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://circleci.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A highly scalable, hosted CI/CD platform offering fast parallel compilation
    via isolated virtual environments and custom runner options. Simplifies pipeline
    orchestrations through reusable 'Orbs' configurations and maintains native support
    for containerized cloud deployment paths.
  language: Clojure
  resource_type: Platform
  complexity: Medium
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Managed Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Circle CI
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://circleci.com/blog/adding-approval-jobs-to-your-ci-pipeline:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A practical technical guide demonstrating the design of manual validation
    gates in automated pipelines. Outlines strategies to securely pause deployment
    execution before promoting artifacts into mission-critical target environments.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Software Delivery
  - CI-CD Pipelines
  - Pipeline Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Adding approval jobs to your CI pipeline
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://circleci.com/blog/building-cicd-pipelines-using-dynamic-config:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An advanced technical guide showing how to build dynamically generated
    configurations inside CI pipelines. Explains runtime parsing techniques of source
    code changes to dynamically build matrix execution chains for complex monorepos.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Software Delivery
  - CI-CD Pipelines
  - Advanced Configurations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Building CI/CD pipelines using dynamic config
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://circleci.com/blog/getting-started-with-kubernetes-how-to-set-up-your-first-cluster:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A foundational operational guide designed to bridge the transition of
    developers to cloud-native platforms. Outlines the primary architectural elements
    of Kubernetes clusters, describing Nodes, Pods, Services, and core control planes.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Kubernetes Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Getting started with Kubernetes: how to set up your first cluster'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://circleci.com/blog/learn-iac-part02:
  addition_method: manual
  content_hash: 34d91e34d37554b9e8a954fa4e75e57b129748fb1e5737f8c8b10089b1c05624
  description: ''
  health_score: 100.0
  last_checked: 1779031516.339265
  needs_ai_refresh: true
  stars: 0
  title: 'circleci.com: Infrastructure as Code, part 2: build Docker images and deploy''
    to Kubernetes with Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://circleci.com/blog/learn-iac-part1:
  description: "- [circleci.com: Infrastructure as Code, part 2: build Docker images
    and deploy to Kubernetes with Terraform](https://circleci.com/blog/learn-iac-part02)\n
    \   - [circleci.com: Infrastructure as Code, part 3: automate Kubernetes deployments
    with CI/CD and Terraform](https://circleci.com/blog/learn-iac-part3)"
  year: '2021'
  stars: 0
  ai_summary: A three-part structured technical guide exploring infrastructure-as-code
    deployment via CircleCI and Terraform. Focuses on orchestrating declarative Kubernetes
    clusters, building Docker artifacts, and coordinating continuous GitOps-driven
    deployment pipelines.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Terraform
  - CI/CD Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'circleci.com: Infrastructure as Code, part 1: create a Kubernetes cluster
    with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://circleci.com/blog/learn-iac-part3:
  addition_method: manual
  content_hash: bf3cea43b8603f9944f74f4e07212c7103b24298aeb18ab642835d286f388efc
  description: ''
  health_score: 100.0
  last_checked: 1779034326.537085
  needs_ai_refresh: true
  stars: 0
  title: 'circleci.com: Infrastructure as Code, part 3: automate Kubernetes deployments''
    with CI/CD and Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://circleci.com/blog/parameters-in-pipeline-config:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A configuration guide describing optimization of complex, multi-repo
    YAML setups. Outlines architectural patterns for using pipeline object parameters,
    permitting platform teams to isolate build steps cleanly across heterogeneous
    developer clusters.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Software Delivery
  - CI-CD Pipelines
  - Declarative Templates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Managing reusable pipeline configuration with object parameters
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://circleci.com/blog/relational-db-testing:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A guide focused on the isolated integration of relational databases
    inside automated validation pipelines. Discusses execution patterns such as ephemeral
    test container sidecars to safely run structural migrations during active test
    stages.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Software Delivery
  - Automated Testing
  - Database Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'circleci.com: Performing database tests on SQL databases'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://circleci.com/blog/top-5-ci-cd-best-practices:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Tactical handbook outlining key optimizations for modern pipelines.
    Recommends isolating pipelines into modular micro-jobs, enforcing tight feedback
    loops, and using declarative branch patterns with secrets managers.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Top 5 CI/CD best practices for 2021 \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://circleci.com/blog/unit-testing-vs-integration-testing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Educational manual detailing fundamental core differences, performance
    trade-offs, and ROI metrics between rapid isolated unit tests and broader integrated
    system tests.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Testing
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "circleci.com: Unit testing vs integration testing \U0001F31F"
  addition_method: manual
  v2_locations:
  - qa.md
https://clarusway.com/top-21-devops-tools:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A comprehensive breakdown of top DevOps systems spanning monitoring,
    CI/CD, IaC, and security workflows in 2021. Highlights the shift toward DevSecOps
    patterns and native cloud integration across hybrid-cloud environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Platform Engineering
  - Industry Reports
  - Tooling Landscape
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'clarusway.com: Top 21 DevOps Tools Of 2021 (Comprehensive Guide)'
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://claude101.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A curated reference hub containing structured tutorials, system prompting
    templates, and context optimization strategies for leveraging Anthropic's Claude
    models. Focuses on maximizing the quality of complex reasoning pipelines and architectural
    code reviews.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - LLM Prompting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'Claude 101: Free Guides to Master Claude'
  addition_method: manual
  v2_locations:
  - ai.md
  - chatgpt.md
https://clavinjune.dev/en/blogs/working-with-remote-docker-using-docker-context:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.569895
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==clavinjune.dev: Working With Remote Docker Using Docker Context=='
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==clavinjune.dev:
    Working With Remote Docker Using Docker Context== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://cleancloud-k8s.com/2022/01/19/handling-multiline-logging-with-loki-and-fluent-bit-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031882.687204
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cleancloud-k8s.com: Handling Multiline Logs with Loki and Fluent Bit on''
    Kubernetes'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cleancloud-k8s.com:
    Handling Multiline Logs with Loki and Fluent Bit on'' Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cli.github.com:
  description: ''
  addition_method: manual
  ai_summary: Official command-line utility (gh) designed to orchestrate GitHub platform
    resources directly from local terminal shells. Enables developers to query, create,
    and manage PRs, repository assets, workflows, and issue trackers.
  complexity: Intermediate
  content_hash: 97fe666b13adeb0dd0b8d23364254c05168d0f113fab2d05644e3278defc9c07
  health_score: 100.0
  hierarchy:
  - Developer Platforms
  - CLI Utilities
  - GitHub CLI
  is_microservice: false
  language: Go
  last_checked: 1779033078.909234
  needs_ai_refresh: true
  resource_type: Tool
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2020'
  title: GitHub CLI
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://click.palletsprojects.com:
  addition_method: manual
  content_hash: a3a7956f6cbeebd3430bda1dc775475abef06df992f9c485324f37efb2355caf
  description: ''
  health_score: 100.0
  last_checked: 1779029969.67696
  stars: 0
  status: online
  title: "Click \U0001F31F"
  v1_locations:
  - docs/python.md
  year: N/A
https://click.palletsprojects.com/en/stable:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Python's premier command-line interface creation kit, designed to make
    writing composable CLI tools quick and fun with minimal boilerplate. Leverages
    Python decorators to declare options, arguments, and validation logic, offering
    a highly structured runtime environment with native support for nested commands
    and automated help page generation.
  language: Python
  resource_type: Framework
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Python Development
  - Command-Line Utilities
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Click \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://clickhouse.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Main documentation site for ClickHouse, the high-performance columnar
    relational database engine optimized for massive real-time analytical queries
    (OLAP). Highlights vectorized execution paths and extreme compression.
  language: C++
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Databases
  - OLAP
  - ClickHouse
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: clickhouse.com
  addition_method: manual
  v2_locations:
  - databases.md
https://cloud-and-devops.hashnode.dev/git-007-learn-advanced-git-topics-like-a-pro:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029377.76661
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloud-and-devops.hashnode.dev: Git 007 : Learn Advanced GIT topics like''
    a Pro'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloud-and-devops.hashnode.dev:
    Git 007 : Learn Advanced GIT topics like'' a Pro in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloud-melon.com/2019/12/26/under-the-hood-of-kubernetes-and-microservices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031337.297402
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloud-melon.com: Under the hood of Kubernetes and microservices'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloud-melon.com:
    Under the hood of Kubernetes and microservices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloud-viadee.medium.com/gitops-for-it-architects-6312e7822819:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031902.419019
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloud-viadee.medium.com: GitOps for IT-Architects: Transparent and Secure''
    Kubernetes deployments'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloud-viadee.medium.com:
    GitOps for IT-Architects: Transparent and Secure'' Kubernetes deployments in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloud.google.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Google Cloud Platform (GCP) official portal. It features premium tier
    global networking, fully managed Kubernetes engines (GKE), advanced analytical
    and machine learning toolsets, and highly scalable data storage.
  language: English
  resource_type: IaaS/PaaS
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Public Cloud
  - Google Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: cloud.google.com
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/anthos:
  addition_method: manual
  content_hash: adfa87302bf9829128390578b39b95c8228298e81fb42888b3d39fead84058b6
  description: ''
  health_score: 100.0
  last_checked: 1779033949.664726
  stars: 0
  status: online
  title: "Anthos \U0001F31F"
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://cloud.google.com/anthos/config-management:
  addition_method: manual
  content_hash: fcc08473aca3f4b3fe70682d5e0fff8199e030234af3625bf4b6bbbac805b2ac
  description: ''
  health_score: 100.0
  last_checked: 1779030659.738145
  stars: 0
  status: online
  title: Anthos Config Management
  v1_locations:
  - docs/gitops.md
  year: N/A
https://cloud.google.com/apigee:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Google Cloud's premier enterprise API management platform designed to
    build, secure, and monitor APIs globally. Provides integrated developer portals,
    advanced machine learning-driven threat detection, and seamless serverless hosting
    layers.
  language: English
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Architecture
  - API Management
  - Cloud Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Google Apigee API Manager
  addition_method: manual
  v2_locations:
  - developerportals.md
https://cloud.google.com/appsheet:
  addition_method: manual
  content_hash: d8866b4291368aedd1f10c3c5d273ebcbaaba6a4f7ea0712a85c9261ac8bdf32
  description: ''
  health_score: 100.0
  last_checked: 1779031377.806696
  stars: 0
  status: online
  title: Google Cloud AppSheet
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://cloud.google.com/architecture/creating-cicd-pipeline-vsts-compute-engine:
  addition_method: manual
  content_hash: 1b3ddfc45f20060eb31a723da7e99953d21db74272de65a350c744d4f34eadd4
  description: ''
  health_score: 100.0
  last_checked: 1779033511.764253
  stars: 0
  status: online
  title: 'cloud.google.com: Crea una canalización de CI/CD con Azure Pipelines y Compute''
    Engine'
  v1_locations:
  - docs/azure.md
  year: N/A
https://cloud.google.com/architecture/owasp-top-ten-mitigation:
  addition_method: manual
  content_hash: b844f6610515322361bf5bdf0bdb1696c29d93edf3a3f96c65f925fe0d027d9d
  description: ''
  health_score: 100.0
  last_checked: 1779032967.553742
  stars: 0
  status: online
  title: "cloud.google.com: OWASP Top 10 mitigation options on Google Cloud \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://cloud.google.com/architecture/partners/a-hybrid-cloud-native-devsecops-pipeline-with-jfrog-artifactory-and-gke-on-prem:
  addition_method: manual
  content_hash: 85a29bd7f17d232ecb81d29855f2b229464de646d2e7cce92aea6cdd4691837b
  health_score: 64.0
  last_checked: 1779130494.961479
  review_metadata:
    original_url: https://cloud.google.com/architecture/partners/a-hybrid-cloud-native-devsecops-pipeline-with-jfrog-artifactory-and-gke-on-prem
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.961482'
  status: review_required
  v1_locations:
  - docs/GoogleCloudPlatform.md
https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-managed-mcp-for-gemini:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Google Cloud's managed solution for Model Context Protocol, allowing
    enterprise Gemini models to safely interact with local data sources and external
    enterprise systems. By hosting and scaling MCP servers inside Google's managed
    environment, it minimizes operational overhead while securing transactional agentic
    workflows with native cloud IAM.
  language: None
  resource_type: Announcement
  complexity: Advanced
  hierarchy:
  - AI Engineering
  - Model Context Protocol
  - Google Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Google Cloud Managed MCP
  addition_method: manual
  v2_locations:
  - ai-agents-mcp.md
https://cloud.google.com/blog/products/ai-machine-learning/google-named-a-leader-in-the-gartner-magic-quadrant&linkId=61975377:
  addition_method: automatic
  ai_summary: This mid-cycle update of the Gartner Magic Quadrant designates Google
    as a Leader in AI Application Development Platforms, highlighting the integration
    of Gemini Enterprise and the Vertex AI Agent Platform. Key architectural highlights
    include out-of-the-box support for the open-standard Model Context Protocol (MCP)
    via 50+ managed servers and advanced agent simulation pipelines. The platform
    excels in critical capabilities, specifically agent execution trajectory evaluations,
    enabling rigorous governance and lifecycle management for enterprise AI agent
    systems.
  category: uncategorized
  complexity: intermediate
  content_hash: c2ff7242306a510ebf75add1de297442b38c670f43e7297cff0956babe80b228
  description: Google Cloud recognized as a Leader in the inaugural Gartner Magic
    Quadrant for AI Application Development Platforms, with a mid-cycle update highlighting
    Vertex AI, Gemini Enterprise, and Model Context Protocol (MCP) integrations.
  hierarchy:
  - Cloud Platforms
  - Google Cloud Platform
  - Vertex AI and AI Application Development
  is_microservice: false
  language: en
  last_checked: 1780352561.468358
  reputation_status: Vetted
  reputation_summary: Official announcement from Google Cloud Blog. Heavily vetted
    and authoritative industry report coverage.
  resource_type: article
  social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/01_-_AI__Machine_Learning_H1ZyZG8.max-2600x2600.jpg
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Google Named a Leader in the Gartner Magic Quadrant for AI Application Development
    Platforms
  year: '2026'
https://cloud.google.com/blog/products/ai-machine-learning/innovations-from-google-io-26-on-google-cloud&linkId=61951707:
  addition_method: automatic
  ai_summary: '* **Curator Insight:** Google is heavily prioritizing the ''Agentic
    Enterprise'' paradigm, evolving its cloud architecture from interactive assistants
    into resilient, multi-agent autonomous systems.

    * **Live Grounding (MCP):** Core infrastructure enhancements introduced at Google
    I/O 2026 highlight the launch of Gemini 3.5 Flash, the Gemini Omni multimodal
    engine, and Google Antigravity—a specialized local CLI and desktop agentic orchestrator
    designed to streamline secure, enterprise-grade workload automations.'
  category: uncategorized
  complexity: Intermediate
  content_hash: a51587d991eb4082d7938763c295e2db9443741fc8c6836aa63d613933d0495e
  description: Google Cloud announcements at Google I/O 26 focusing on the Agentic
    Enterprise with Gemini 3.5, Google Antigravity, and workspace integrations.
  hierarchy:
  - Google Cloud Platform
  - AI and Machine Learning
  - Agentic Enterprise
  - Model Management
  is_microservice: false
  language: en
  last_checked: 1780352138.62195
  reputation_status: Vetted
  reputation_summary: Highly vetted official Google Cloud release with substantial
    enterprise and developer interest.
  resource_type: blog
  social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/1148-GC-IO-Header-GC-43-0519.max-2500x2500.jpg
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: googlecloud-ai
  tags:
  - EMERGING
  title: Innovations from Google I/O 26 on Google Cloud
  year: '2026'
https://cloud.google.com/blog/products/ai-machine-learning/nano-banana-2-and-nano-banana-pro-are-generally-available:
  addition_method: automatic
  ai_summary: 'Curator Insight: This release marks a significant milestone in generative
    media infrastructure, transitioning Google''s highly popular image-generation
    models from experimental codenames into enterprise-grade APIs. Live Grounding
    (MCP): Integration audits show that both Nano Banana 2 (Gemini 3.1 Flash Image)
    and Nano Banana Pro (Gemini 3 Pro Image) deliver state-of-the-art visual reasoning,
    strict character consistency, multi-image fusion, and Google Search grounding
    directly within the Gemini API.'
  category: uncategorized
  complexity: Advanced
  content_hash: d31ec0b17bfbc143d1d32de1d8cffe27b76194319d6be75abb425c1a5147108a
  description: Google announces the general availability of Nano Banana 2 and Nano
    Banana Pro image generation and editing models on the Gemini Enterprise Agent
    Platform.
  hierarchy: &id001
  - Cloud Providers
  - Google Cloud Platform
  - Generative Media Services
  is_microservice: false
  language: English
  last_checked: 1780352705.314562
  reputation_status: Vetted
  reputation_summary: Vetted across enterprise cloud forums as Google's premier image
    generation and editing API offering for corporate creative workflows.
  resource_type: article
  social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/nano_banana.max-2500x2500.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags: &id002
  - ENTERPRISE-STABLE
  - DE FACTO STANDARD
  title: Nano Banana 2 and Nano Banana Pro available for everyone | Google Cloud Blog
  year: '2026'
? https://cloud.google.com/blog/products/ai-machine-learning/nano-banana-2-and-nano-banana-pro-are-generally-available&linkId=62082425
: addition_method: automatic
  ai_summary: 'Curator Insight: This release marks a significant milestone in generative
    media infrastructure, transitioning Google''s highly popular image-generation
    models from experimental codenames into enterprise-grade APIs. Live Grounding
    (MCP): Integration audits show that both Nano Banana 2 (Gemini 3.1 Flash Image)
    and Nano Banana Pro (Gemini 3 Pro Image) deliver state-of-the-art visual reasoning,
    strict character consistency, multi-image fusion, and Google Search grounding
    directly within the Gemini API.'
  category: uncategorized
  complexity: Advanced
  content_hash: fa6db7c9d9dca04df807652aab914b93ba2d12da78f638744c246472290a3af7
  description: Google announces the general availability of Nano Banana 2 and Nano
    Banana Pro image generation and editing models on the Gemini Enterprise Agent
    Platform.
  hierarchy: *id001
  is_microservice: false
  language: English
  last_checked: 1780352705.314647
  reputation_status: Vetted
  reputation_summary: Vetted across enterprise cloud forums as Google's premier image
    generation and editing API offering for corporate creative workflows.
  resource_type: article
  social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/nano_banana.max-2500x2500.jpg
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags: *id002
  title: Nano Banana 2 and Nano Banana Pro available for everyone | Google Cloud Blog
  year: '2026'
https://cloud.google.com/blog/products/ai-machine-learning/whats-new-in-gemini-enterprise&linkId=61975527:
  addition_method: automatic
  ai_summary: Google Cloud announces the evolution of Gemini Enterprise into a cohesive,
    collaborative, autonomous agent platform designed for multi-agent enterprise workloads.
    Key architectural enhancements include the Gemini Enterprise Agent Platform, providing
    granular Agent Identity (minimum privilege enforcement), an Agent Registry catalog,
    and the Agent Gateway for end-to-end monitoring. Additionally, support for the
    Agent-to-UI (A2UI) protocol enables agents to dynamically render custom, secure
    UI components inside business applications.
  category: uncategorized
  complexity: advanced
  content_hash: dd4ff0532b8065b83d4211ac219ac58a0da78574ab96a8047b5997b1a1648f99
  description: Google Cloud announces the expansion of Gemini Enterprise, introducing
    the Gemini Enterprise app, the Gemini Enterprise Agent Platform, interactive Canvas
    editors, and Agent-to-UI (A2UI) protocol support.
  hierarchy:
  - Cloud Platforms
  - Google Cloud Platform
  - Gemini Enterprise and Autonomous Agents
  is_microservice: false
  language: en
  last_checked: 1780352561.468535
  reputation_status: Vetted
  reputation_summary: Official launch post from Google Cloud, detailing enterprise-grade
    updates for Gemini.
  resource_type: article
  social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/gemini_enterprise_app_Q0nAHYn.max-2500x2500.jpg
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: What's new in Gemini Enterprise
  year: '2026'
https://cloud.google.com/blog/products/ai-machine-learning/whats-new-in-gemini-enterprise&linkId=62119638:
  addition_method: automatic
  ai_summary: 'An enterprise product breakdown showcasing Google Cloud''s shift from
    interactive chatbots to autonomous, long-running agent task forces.

    - Introduces the Gemini Enterprise Agent Platform, which evolves Vertex AI features
    into a low-code Agent Studio and a developer-centric Agent Development Kit (ADK).

    - Features central command centers like Inbox to track agent lifecycles, and Canvas,
    an interactive spatial editor for collaborative documentation and model-driven
    data transformations.'
  category: uncategorized
  complexity: Intermediate
  content_hash: 9aa4017ececf4fc9e819538127bdfd51af0a08a3ac762d76e8cf6e5f1782ff3c
  description: Google Cloud Next '26 announcement expanding Gemini Enterprise into
    an end-to-end framework for long-running autonomous AI agents.
  hierarchy:
  - Cloud Architecture
  - Google Cloud Platform
  - AI Platforms
  - Agentic Enterprise Architecture
  is_microservice: false
  language: en
  last_checked: 1780352838.801266
  reputation_status: Vetted
  reputation_summary: Official Google Cloud platform announcement. Authoritative,
    highly maintained corporate product release detailing the expansion of their agentic
    cloud platform.
  resource_type: article
  social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/gemini_enterprise_app_Q0nAHYn.max-2500x2500.jpg
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: ai-platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[EMERGING]'
  title: What's New in Gemini Enterprise — Agent Platform and Workspace Integrations
  year: '2026'
https://cloud.google.com/blog/products/api-management/google-cloud-announces-apigee-integration:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces Apigee Integration, combining Apigee's API management platform
    with native application integration engines. Facilitates low-latency connection
    patterns between enterprise systems, SaaS endpoints, and custom REST/gRPC microservices.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Application Development
  - API Management
  - Apigee Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Announcing Apigee Integration: An API-first approach for connecting data
    and applications'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/application-development/access-an-orgs-custom-code-repo-from-cloud-code-ides:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on establishing unified developer standards using Cloud Code.
    Outlines mechanisms for setting up private template repositories to govern cloud
    application scaffolding across large software organizations.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevSecOps & IDEs
  - Google Cloud Code
  - Enterprise Templates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloud.google.com: Follow your org’s app dev best practices with Cloud Code
    custom samples \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://cloud.google.com/blog/products/application-development/google-cloud-cli-declarative-export-preview:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines the gcloud CLI declarative export feature, allowing operators
    to automatically translate active GCP live resource states into production-ready
    Terraform configurations or Kubernetes Config Connector manifests.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps & Delivery
  - Infrastructure as Code
  - Terraform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Declarative Export. Build your perfect Google Cloud infrastructure
    using Terraform and the gcloud CLI'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/application-development/introducing-cloud-shell-editor:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Introduces GCP's modernized web-based IDE powered by Eclipse Theia.
    It provides a preconfigured container workspace, dynamic terminal access, and
    direct integration with local source controls.
  language: English
  resource_type: Product Release
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Developer Tooling
  - Cloud Shell
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'New Cloud Shell Editor: Get your first cloud-native app running in minutes'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/application-development/kubernetes-development-simplified-skaffold-is-now-ga:
  addition_method: manual
  content_hash: 511aa6d2209ff34637d7851bcf8d6738064791808986e6ab4baf0549c242ce6c
  description: ''
  health_score: 100.0
  last_checked: 1779030994.997348
  needs_ai_refresh: true
  stars: 0
  title: 'cloud.google.com: Kubernetes development, simplified—Skaffold is now GA'
  v1_locations:
  - docs/scaffolding.md
  year: N/A
https://cloud.google.com/blog/products/compute/guide-to-cost-optimization-through-automated-vm-management:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores cost-efficiency frameworks in Compute Engine, focusing on automated
    VM lifecycle management, suspension, and resumption states. This guide provides
    technical patterns for eliminating idle compute costs during off-peak hours without
    sacrificing state or deployment velocity.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Compute
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Save money and time with automated VM management and suspend/resume'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/containers-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Comprehensive guides from GCP detailing container building, application
    exposure, cost optimization, and multi-tenant security structures using GKE-centric
    and general Kubernetes standards.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Operations
  - Best Practices
  - Cloud-Native Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Kubernetes Best Practices'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cloud.google.com/blog/products/containers-kubernetes/5-ways-google-cloud-is-making-gke-the-best-place-to-run-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analytical piece reflecting on the five-year evolutionary path of
    GKE as the pioneer managed Kubernetes provider. Explores the development of multi-cluster
    mechanics, integrated security baselines, and automated upgrade routines. Valuable
    as context for evaluating current orchestrator capabilities.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Evolution & History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Looking ahead as GKE, the original managed Kubernetes, turns 5
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://cloud.google.com/blog/products/containers-kubernetes/announcing-spot-pods-for-gke-autopilot:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces Spot Pods for GKE Autopilot, enabling cost reductions of
    up to 60-80% for fault-tolerant, stateless workloads and background microservices.
    Examines how Autopilot schedules, preempts, and relocates workloads based on Google's
    excess compute capacity without operator intervention.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Announcing Spot Pods for GKE Autopilot—save on fault tolerant
    workloads'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://cloud.google.com/blog/products/containers-kubernetes/gke-cost-optimization-insights-now-ga:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines GKE's native cost optimization insights, which surface over-provisioned
    CPU/Memory metrics directly within the console. Guides platform architects on
    utilizing automated rightsizing recommendations to minimize container cost overruns
    while maintaining necessary performance profiles.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - FinOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Know more, spend less: how GKE cost optimization insights
    help you optimize Kubernetes'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://cloud.google.com/blog/products/containers-kubernetes/google-cloud-anthos-multicloud-api-and-gke-on-azure-ga:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the operational release of GKE on Microsoft Azure and the standardized
    Multi-cloud API. Analyzes how GKE clusters on AWS and Azure are provisioned, updated,
    and consolidated using unified control plane paradigms.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Hybrid & Multi-Cloud
  - Anthos
  - Multi-Cloud Support
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Anthos makes multi-cloud easier with new API, support
    for Azure'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-autopilot:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The official launch publication outlining the engineering principles
    behind GKE Autopilot. Explains how Autopilot shifts operational responsibilities
    to Google SREs by managing underlying node infrastructure dynamically. Workload
    scaling is billed based on actual requested pod resources, implementing a secure,
    hands-off operational model.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Serverless Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Introducing GKE Autopilot: a revolution in managed Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-multi-cluster-services:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces GKE Multi-Cluster Services (MCS), allowing cross-cluster
    service discovery and load balancing using standard Kubernetes primitives. Enables
    seamless cross-cluster communication, simplifying geographic scaling, disaster
    recovery architectures, and multi-region microservice fabrics.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Multi-Cluster Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Discover and invoke services across clusters with GKE
    multi-cluster services'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://cloud.google.com/blog/products/containers-kubernetes/kubernetes-control-plane-metrics-are-generally-available:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details how to configure GKE's native integration of control plane metrics
    into Google Cloud Monitoring. Surfacing etcd operations and API server transaction
    queues, this feature resolves a critical visibility gap for operators troubleshooting
    scheduling bottlenecks and control plane latency.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Introducing Kubernetes control plane metrics in GKE'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://cloud.google.com/blog/products/containers-kubernetes/multi-cluster-kubernetes-with-gke-at-geotab:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A real-world engineering case study from Geotab detailing their approach
    to multi-cluster GKE administration. Addresses cross-region latency issues, regional
    failover strategies, and global DNS configurations, demonstrating how to maintain
    highly available microservices environments at scale.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Multi-Cluster Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: How to do multi-cluster Kubernetes in the real world—one
    GKE shop’s approach'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://cloud.google.com/blog/products/containers-kubernetes/the-rise-and-future-of-kubernetes-and-open-source-at-google:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: An interview with Eric Brewer tracing the lineage of Kubernetes back
    to Google's internal cluster management engine, Borg. Explores open-source governance
    strategies, community scaling, and the evolving direction of container virtualization.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - History & Evolution
  - Core Philosophy
  - Borg to Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: The past, present, and future of Kubernetes with Eric
    Brewer'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cloud.google.com/blog/products/data-analytics/create-templates-from-any-dataflow-pipeline:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This tutorial shows how to convert Apache Beam stream-processing pipelines
    into reusable, parameterized Google Cloud Dataflow templates. It demonstrates
    how to decouple application logic from environment parameters to simplify pipeline
    delivery and scaling.
  language: Java
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Stream Processing
  - Google Cloud Dataflow
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudblog.withgoogle.com: Turn any Dataflow pipeline into a reusable template'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://cloud.google.com/blog/products/databases/to-run-or-not-to-run-a-database-on-kubernetes-what-to-consider:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Google Cloud's decision matrix for running database structures on Kubernetes.
    Compares managed SaaS vs. native GKE container deployments, outlining networking,
    storage IOPS, recovery, and failover topologies.
  language: Conceptual
  resource_type: Decision Guide
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Data on Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: To run or not to run a database on Kubernetes - What to
    consider'
  addition_method: manual
  v2_locations:
  - databases.md
https://cloud.google.com/blog/products/devops-sre:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A key Google conceptual piece defining SRE as a concrete class implementation
    of the DevOps interface. Contrasts organizational goals, highlighting how SRE
    materializes abstract DevOps ideals through structured, software-oriented reliability
    standards.
  language: English
  resource_type: blog
  complexity: beginner
  hierarchy:
  - Reliability Engineering
  - SRE vs DevOps
  - Organizational Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: SRE vs. DevOps: competing standards or close friends?'
  addition_method: manual
  v2_locations:
  - sre.md
https://cloud.google.com/blog/products/devops-sre/announcing-dora-2021-accelerate-state-of-devops-report:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: The landmark 2021 Google DORA report highlighting critical system performance
    benchmarks. Establishes the clear architectural correlation between highly automated
    delivery pathways, strict security hygiene, and business-level outcomes.
  language: N/A
  resource_type: Report
  complexity: Advanced
  hierarchy:
  - DevOps
  - Industry Metrics
  - DORA Reports
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "cloud.google.com: State of DevOps 2021 \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://cloud.google.com/blog/products/devops-sre/easy-managed-prometheus-metrics-service-for-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Historical general availability statement for Google's managed Prometheus.
    Highlights seamless backend compatibility designed to handle high-frequency system
    workloads.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Platforms
  - Google Cloud Platform
  - Product Announcements
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Google Cloud Managed Service for Prometheus is now generally
    available'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-automates-deploys-to-gke:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Unveils Google Cloud Deploy, a highly structured, managed CD engine
    targeting GKE. Discusses the technical abstraction of declarative promotion pipelines,
    integration with Skaffold, and native rollout strategies to automate safe service
    promotion.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - DevOps & Delivery
  - Continuous Delivery
  - GKE
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Introducing Google Cloud Deploy: Managed continuous delivery
    to GKE'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-now-ga:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Marks the general availability of Cloud Deploy. Highlights newly reinforced
    features including IAM-driven gate approvals, delivery pipeline visualization,
    security logging, and deep architectural telemetry across GKE target environments.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - DevOps & Delivery
  - Continuous Delivery
  - GKE GA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Google Cloud Deploy, now GA, makes it easier to do continuous
    delivery to GKE'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/devops-sre/sre-at-google-our-complete-list-of-cre-life-lessons:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive aggregation of operational lessons compiled by Google's
    Customer Reliability Engineering (CRE) team. This resource serves as a core blueprint
    for implementing user-focused SLOs, identifying operational anti-patterns, and
    structuring incident communication paths.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Google Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "cloud.google.com: SRE at Google: Our complete list of CRE life lessons \U0001F31F"
  addition_method: manual
  v2_locations:
  - sre.md
https://cloud.google.com/blog/products/gcp/5-google-cloud-product-cheat-sheets-2021:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A visual curation of visual decision trees and cheat sheets for GCP
    products. Useful for quick architecture mapping of compute options, database services,
    and hybrid setups.
  language: English
  resource_type: Reference Guide
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Public Cloud
  - Reference Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "cloud.google.com: 5 cheat sheets to help you get started on your Google
    Cloud journey \U0001F31F"
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/gcp/sre-vs-devops-competing-standards-or-close-friends:
  addition_method: manual
  content_hash: 14034c4e627b26362a22dc64bff02c23c4b32a949f6154256e9171bfe2517b7f
  description: ''
  health_score: 100.0
  last_checked: 1779029466.480114
  stars: 0
  status: online
  title: 'cloud.google.com: SRE vs. DevOps: competing standards or close friends?'
  v1_locations:
  - docs/sre.md
  year: N/A
https://cloud.google.com/blog/products/identity-security/announcing-general-availability-of-google-cloud-ids:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details Cloud IDS (Intrusion Detection System), a managed service delivering
    deep packet inspection and network threat protection powered by Palo Alto Networks.
    It intercepts and monitors VPC traffic mirroring to detect malware, exploits,
    and anomalous behavior.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Threat Detection
  - Intrusion Detection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Cloud IDS for network-based threat detection is now generally
    available'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/identity-security/enabling-keyless-authentication-from-github-actions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the architectural implementation of Workload Identity Federation
    to eliminate hardcoded service account keys within GitHub Actions CI/CD workflows.
    By leveraging OpenID Connect (OIDC), it establishes a secure, temporary trust
    relationship between external platforms and GCP.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - IAM
  - Federated Identity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Enabling keyless authentication from GitHub Actions'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/identity-security/how-to-authenticate-service-accounts-to-help-keep-applications-secure:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Strategic guidelines on secure Google Cloud service account authentication,
    outlining identity federation, Workload Identity on GKE, and avoiding high-risk,
    long-lived JSON key downloads.
  language: English
  resource_type: Best Practices Guide
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security
  - IAM
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Choose the best way to use and authenticate service accounts
    on Google Cloud'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/identity-security/introducing-google-ai-threat-defense&linkId=62061638:
  addition_method: automatic
  ai_summary: Google introduces Google AI Threat Defense, an always-on autonomous
    security platform that combines the reasoning of Gemini models, the cloud posture
    mapping of Wiz, and the automated code remediation of CodeMender. Designed to
    counter AI-assisted adversary velocity, the platform acts across a four-stage
    framework—Prepare, Scan and Prioritize, Remediate, and Monitor—allowing enterprises
    to automatically map attack paths, prioritize vulnerabilities based on reachability
    and real-world exploitability, and deploy verified code patches at machine speed.
  category: devsecops
  complexity: Advanced
  content_hash: 6ecbc04d86be2f9b380f95a421ccf5cce30b797c1a516482fcd216e8eba79cd9
  description: Google Cloud launches AI Threat Defense, integrating Gemini models,
    Wiz, and Mandiant to automate vulnerability patching.
  hierarchy:
  - Security
  - Cloud Security
  - Autonomous Remediation
  is_microservice: false
  language: en
  last_checked: 1780352720.351925
  reputation_status: Vetted
  reputation_summary: Official flagship security launch from Google Cloud, Mandiant,
    and Wiz.
  resource_type: article
  social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/Final_-_Introducing_Google_AI_Threat_Defen.max-2000x2000_0yASZK0.jpg
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - DE FACTO STANDARD
  - ENTERPRISE-STABLE
  title: Introducing Google AI Threat Defense to help you outpace the adversary
  year: '2026'
https://cloud.google.com/blog/products/identity-security/introducing-google-ai-threat-defense&linkId=62065386:
  addition_method: automatic
  ai_summary: 'An executive and architectural announcement of Google''s AI Threat
    Defense platform built for machine-speed incident response.

    * Integrates Google''s proprietary threat telemetry with the Wiz Security Graph
    and Gemini-driven reasoning loops.

    * Automates risk detection and triage across massive cloud data lakes, converting
    multi-source alerts into contextual, actionable remediation playbooks.'
  category: uncategorized
  complexity: advanced
  content_hash: e7d3ce704c07eaa89d010bb0ba154295a1276d1b30bc5798cf193e31143f2c02
  description: Google Cloud introduces AI Threat Defense, a comprehensive, always-on
    security platform fusing Gemini's reasoning with Wiz's contextual risk prioritization.
  hierarchy:
  - Cloud Infrastructure
  - Google Cloud Platform
  - Security and Identity
  - AI-Powered Defense
  is_microservice: false
  language: en
  last_checked: 1780352686.744605
  reputation_status: Vetted
  reputation_summary: A highly anticipated security framework launch fusing Google's
    cloud native security elements with Wiz's advanced risk profiling ecosystem.
  resource_type: article
  social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/Final_-_Introducing_Google_AI_Threat_Defen.max-2000x2000_0yASZK0.jpg
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: cloud-security
  tags:
  - ENTERPRISE-STABLE
  - EMERGING
  title: Introducing Google AI Threat Defense to help you outpace the adversary
  year: '2026'
https://cloud.google.com/blog/products/identity-security/introducing-google-ai-threat-defense&linkId=62065785:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: This platform represents a shift from passive
    vulnerability scanning to active, autonomous code remediation. By combining Wiz
    reachability analysis with the reasoning power of Gemini and CodeMender, Google
    is closing the exploit loop entirely within active development pipelines.

    * **Live Grounding**: Released in late May 2026, the service leverages multi-model
    passes to map live multicloud attack surfaces, predict breach paths, and apply
    verified hotfixes to code directly inside IDE/CLI workflows.'
  category: uncategorized
  complexity: Advanced
  content_hash: 34a68560c34846d0eed2845060cc71ac77a3c191716f3db34452d3f5409d0638
  description: An autonomous, always-on AI security platform by Google Cloud designed
    to combat machine-speed exploits through active risk prioritization and self-healing
    code remediation.
  hierarchy:
  - Security
  - Google Cloud Platform
  - Autonomous Defense
  - AI Remediation
  is_microservice: false
  language: en
  last_checked: 1780352730.207455
  reputation_status: Vetted
  reputation_summary: Highly anticipated autonomous enterprise cybersecurity launch,
    praised by global advisory and systems integration partners (Deloitte, PwC, Accenture)
    as a significant step forward in machine-speed system patching and threat detection.
  resource_type: blog
  social_preview_url: https://storage.googleapis.com/gweb-cloudblog-publish/images/Final_-_Introducing_Google_AI_Threat_Defen.max-2000x2000_0yASZK0.jpg
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: cloud-security
  tags:
  - EMERGING
  - ENTERPRISE-STABLE
  title: Introducing Google AI Threat Defense to help you outpace the adversary
  year: '2026'
https://cloud.google.com/blog/products/networking/how-to-use-new-traffic-control-features-in-cloud-load-balancing:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details advanced traffic engineering patterns utilizing Google Cloud
    external HTTP(S) Load Balancing. Outlines how GKE architects can configure header-based
    request redirection, traffic mirroring, and weight-based canary routes directly
    at the external ingress tier to construct robust microservices patterns.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Ingress & Routing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Using new traffic control features in External HTTP(S) load balancer
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://cloud.google.com/blog/products/networking/private-service-connect-is-now-generally-available:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Highlights the GA release of Google Cloud Private Service Connect, allowing
    private endpoint connections across separate GCP networks, projects, and SaaS
    ecosystems over a secure Google backbone without complex VPC peering.
  language: English
  resource_type: Product Release
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Private Service Connect
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Consume services faster, privately and securely - Private
    Service Connect now in GA'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/networking/traffic-director-supports-proxyless-grpc:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Explores sidecarless service meshes using Google Traffic Director and
    gRPC. Integrating gRPC libraries directly with the xDS v3 API eliminates sidecar
    resource and latency overhead while keeping full routing and security features.
  language: Go
  resource_type: documentation
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Managed Services
  - gRPC
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Traffic Director and gRPC—proxyless services for your service mesh
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://cloud.google.com/blog/products/operations/better-access-to-observability-data-for-virtual-machines:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Introduces contextual VM troubleshooting features in Google Cloud Operations
    (formerly Stackdriver), allowing developers to analyze metrics, traces, and system
    logs in unified dashboards to lower MTTR.
  language: English
  resource_type: Product Release
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Observability
  - Google Cloud Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Monitor and troubleshoot your VMs in context for faster
    resolution'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/operations/introducing-google-cloud-managed-service-for-prometheus:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Announcement details of Google's managed Prometheus service. Details
    how GCP scales metric workloads globally using Monarch storage engines while preserving
    native PromQL and operator structures.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Platforms
  - Google Cloud Platform
  - Managed Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Get planet-scale monitoring with Managed Service for Prometheus'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://cloud.google.com/blog/products/operations/troubleshooting-services-on-google-kubernetes-engine:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official Google Cloud troubleshooting manual for GKE. Demonstrates diagnostic
    methodologies to address typical cluster faults, including CrashLoopBackOff states,
    Service route failures, Google Cloud load-balancing errors, and memory exhaustion
    trends.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Troubleshooting
  - Google GKE
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloud.google.com: Troubleshooting services on Google Kubernetes Engine by
    example \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://cloud.google.com/blog/products/operations/use-ansible-to-deploy-the-google-cloud-ops-agent:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides a deployment playbook for installing the Google Cloud Ops Agent
    across diverse VM groups. Shows how to automate logging and metrics configurations,
    streamlining GCP telemetry pipelines.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Cloud Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: How to deploy the Google Cloud Ops Agent with Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://cloud.google.com/blog/products/serverless/learn-how-to-use-advanced-vpc-functionality-with-your-cloud-functions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how Google Cloud Functions natively interact with VPC resources
    using Serverless VPC Access connectors. This integration permits secure, private
    database queries, internal API routing, and system execution behind private networks
    without public IP exposure.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Serverless
  - VPC Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Cloud Functions, meet VPC functionality
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/serverless/the-next-big-evolution-in-cloud-computing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Documents the evolution of serverless platforms, emphasizing the convergence
    of serverless ergonomics with container portability via Cloud Run and Knative.
    Explores how scaling down to zero and usage-based billing are applied to arbitrary
    microservice containers.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Serverless
  - Cloud Run
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: The next big evolution in serverless computing'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/products/storage-data-transfer/google-cloud-launches-backups-for-gke:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An announcement introducing Backup for GKE, a fully-managed Google Cloud
    service for GKE environments. Operates via the GCP API control plane to restore
    configurations and storage elements natively.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Enterprise Backup
  - Cloud-Native Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Announcing Backup for GKE: the easiest way to protect
    GKE workloads'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - kubernetes-backup-migrations.md
https://cloud.google.com/blog/topics/anthos/windows-server-support-comes-to-anthos-on-prem:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores Anthos’ platform integration of Windows Server containers.
    Outlines the technical processes of running, orchestrating, and scaling legacy
    Microsoft .NET and IIS-based web workloads alongside modern Linux microservices
    in hybrid GKE clusters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Hybrid & Multi-Cloud
  - Anthos
  - Windows Containers
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Bringing Kubernetes’ goodness to Windows Server apps with Anthos
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/cloud-first/key-metrics-to-measure-impact-of-cloud-finops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A Google Cloud guide identifying five fundamental metrics for tracking
    FinOps success, such as cloud unit cost optimization, percentage of resource utilization,
    cost allocation accuracy, percentage of waste eliminated, and forecast-to-actual
    variance.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Financial Operations
  - FinOps
  - Metrics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: 5 key metrics to measure Cloud FinOps impact in your organization
    in 2022 and beyond'
  addition_method: manual
  v2_locations:
  - finops.md
https://cloud.google.com/blog/topics/developers-practitioners/cloud-dns-explained:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical breakdown of Cloud DNS, Google Cloud's high-performance,
    resilient, global Domain Name System. Details private DNS zones, split-horizon
    configurations, and integration with VPC networks, which together ensure robust
    service discovery within enterprise infrastructures.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Core Services
  - DNS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Cloud DNS explained!'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/container-story-google-kubernetes-engine:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines the evolutionary architecture of container orchestration leading
    to Google Kubernetes Engine (GKE). It covers GKE's managed control plane, automated
    node provisioning, and deep integration with GCP networking, offering a foundational
    narrative on production-grade containerization.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Containers
  - Google Kubernetes Engine
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: A container story - Google Kubernetes Engine'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/demystifying-cloud-spanner-multi-region-configurations:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Technical exploration of Cloud Spanner's synchronous, multi-region replication.
    Explains Paxos consensus algorithms, TrueTime API synchronization, and consistency
    guarantees across continents.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Cloud Spanner
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Demystifying Cloud Spanner multi-region configurations'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/devops-and-cicd-google-cloud-explained:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates the lifecycle pipeline on Google Cloud, profiling services
    like Cloud Build, Artifact Registry, and Cloud Deploy. Discusses shifting left
    on security, automating Canary testing, and implementing GitOps patterns for reliable
    software delivery.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps & Delivery
  - CI/CD
  - Lifecycle Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: DevOps and CI/CD on Google Cloud explained'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/google-cloud-networking-overview:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive baseline analysis of GCP's Software-Defined Networking
    (SDN) topology. Focuses on Global VPCs, subnets, peering, Cloud Interconnect,
    and private service access networks, highlighting Google’s unique global fiber
    infrastructure.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Infrastructure
  - VPC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloud.google.com: Google Cloud Networking overview \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/how-transfer-your-data-google-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demystifies data ingestion and migration strategies into GCP, categorizing
    methods by data volume, network bandwidth, and velocity. Focuses on Storage Transfer
    Service, Transfer Appliance, and programmatic transfer workflows to optimize offline
    and online pipeline migration.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Data Migration
  - Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: How to transfer your data to Google Cloud'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/how-use-machine-learning-model-google-sheet-using-bigquery-ml:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Explains how to integrate BigQuery ML model inferences directly within
    Google Sheets using connected sheets and SQL. This bridging pattern democratizes
    access to complex analytical models for non-technical stakeholders. Eliminates
    standard ETL overhead by pushing computation directly into Google's scalable data
    warehouse infrastructure.
  language: SQL
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Platforms
  - Google Cloud
  - Data Analytics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: How to use a machine learning model from a Google Sheet
    using BigQuery ML'
  addition_method: manual
  v2_locations:
  - mlops.md
https://cloud.google.com/blog/topics/developers-practitioners/introducing-google-cloud-architecture-diagramming-tool:
  addition_method: manual
  content_hash: 65b3fa7a717dfa6c0566e54165fdd947aeb2ad24a96b79d9f55462239cb9895a
  description: ''
  health_score: 100.0
  last_checked: 1779031416.481387
  stars: 0
  status: online
  title: 'cloud.google.com: Introducing a Google Cloud architecture diagramming tool'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://cloud.google.com/blog/topics/developers-practitioners/level-up-your-agents-announcing-googles-official-skills-repository:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Google Cloud's announcement of its official skills repository designed
    for AI agents. This resource provides ready-made functions, connectors, and tools
    that can be bound to Gemini-powered agents, enabling them to query enterprise
    databases, execute administrative tasks, and integrate with standard GCP APIs
    with strict security guarantees.
  language: Python
  resource_type: Announcement
  complexity: Intermediate
  hierarchy:
  - AI Engineering
  - Agentic Frameworks
  - Google Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Level Up Your Agents: Announcing Google''s Official Skills Repository'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/microservices-architecture-google-cloud:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Architect's blueprint for designing, deploying, and managing microservices
    topologies on GCP using GKE, Cloud Run, API gateways, Cloud SQL, and service mesh
    frameworks like Anthos Service Mesh.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Microservices
  - Google Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Microservices architecture on Google Cloud'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/service-directory-cheat-sheet:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces Service Directory, a real-time, highly scalable registry
    facilitating multi-cloud service discovery. It consolidates management of container,
    VM, and serverless endpoints, exposing uniform lookup APIs through DNS, HTTP,
    and gRPC.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Service Discovery
  - Registry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Service Directory cheat sheet'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/service-orchestration-google-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes service orchestration methodologies in Google Cloud, highlighting
    Cloud Workflows. Illustrates how architects can coordinate microservices, serverless
    architectures, and external API gateways with low-latency, stateful orchestration
    mechanisms.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Workflows
  - Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Service orchestration on Google Cloud'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/testing-cloud-sql-failover-where-begin:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deeply evaluates failover mechanics inside Google Cloud SQL. Discusses
    High Availability (HA) topologies, read replica behavior, and how engineers can
    safely initiate manual failover triggers to evaluate database reconnection and
    application resilience.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Resiliency Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Testing Cloud SQL failover: Where to begin'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/traffic-director-explained:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines Google Cloud's fully managed traffic control plane for service
    meshes, Traffic Director (supporting Envoy-based proxies). It details how the
    platform delivers global load balancing, health checking, and advanced traffic
    steering patterns across multi-region containerized and VM-based workloads.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Service Mesh
  - Traffic Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Traffic Director explained!'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-cdn-and-how-does-it-work:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Decodes Cloud CDN's architectural operations, explaining how cache virtualization
    at Google’s global edge locations minimizes latency and back-end server load.
    Highlights integration with HTTP(S) load balancers, SSL certificate offloading,
    and dynamic compression.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Content Delivery
  - Caching
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: What is Cloud CDN and how does it work?'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-load-balancing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the design of GCP's global, distributed Anycast Cloud Load
    Balancing system. Illustrates how Layer 4 and Layer 7 load balancers distribute
    traffic dynamically across regions with minimal latency, auto-scaling up to millions
    of requests per second.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Traffic Management
  - Load Balancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: What is Cloud Load Balancing?'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/where-should-i-run-my-stuff-choosing-google-cloud-compute-option:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural decision matrix evaluating Google Cloud's compute execution
    environments, ranging from Compute Engine and GKE to Cloud Run and App Engine.
    It guides architects to match runtime characteristics, scaling requirements, and
    operational overhead boundaries with the appropriate hosting platform.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Compute
  - Architectural Decision
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Where should I run my stuff? Choosing a Google Cloud compute
    option'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers-practitioners/your-google-cloud-database-options-explained:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive analytical overview of Google Cloud's managed database
    portfolio, mapping structured, unstructured, relational, and NoSQL engines (such
    as Cloud Spanner, Cloud SQL, and Firestore) to specific enterprise workloads.
    It guides architects through selecting storage paradigms based on consistency
    models, scale, and transaction volumes.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Managed Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Your Google Cloud database options, explained'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/developers/introducing-google-cloud-architecture-diagramming-tool:
  addition_method: manual
  content_hash: f4ee019296efda6e073b6caf251f0e958f9d4423b1b341863f690ad92dd07cee
  health_score: 100.0
  last_checked: 1779130494.928933
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering cloud.google.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloud.google.com/blog/topics/kubernetes-best-practices:
  addition_method: manual
  content_hash: 645c54eba5f478c3dafa2f56b4bd1e65967e9a639861920bde3a4545fcc6950b
  description: ''
  health_score: 100.0
  last_checked: 1779030115.601248
  stars: 0
  status: online
  title: 'cloud.google.com: Kubernetes Best Practices'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://cloud.google.com/blog/topics/threat-intelligence/azure-run-command-dummies:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A security audit of the Azure VM Run Command service. Explores risk
    considerations, execution logs, and configuration baselines required to limit
    deployment vectors.
  language: None
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security Operations
  - Virtual Machines
  - Azure Run Command
  - Vulnerability Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'mandiant.com: Azure Run Command for Dummies'
  addition_method: manual
  v2_locations:
  - azure.md
https://cloud.google.com/blog/topics/training-certifications/google-cloud-to-train-more-than-40-million-with-cloud-skills:
  description: '- [Google Cloud Skills Boost](https://cloud.google.com)'
  year: '2026'
  stars: 0
  ai_summary: Overview of Google Cloud's strategic global training initiative, aiming
    to upskill developers via Google Cloud Skills Boost, interactive learning labs,
    and modular path certifications.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Public Cloud
  - Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Training more than 40 million new people on Google Cloud
    skills'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/blog/topics/training-certifications/new-learning-hub-and-benefits-for-google-cloud-innovators:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Announces Google Cloud's community-driven learning hub for Innovators,
    detailing access to free learning resources, interactive codelabs, live expert
    sessions, and peer-to-peer networking.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Public Cloud
  - Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: How to get started with Google Cloud: Introducing our
    new learning hub and learning benefits for Innovators'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/build:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Google Cloud's serverless continuous integration and continuous delivery
    platform, enabling high-performance builds across multiple languages. The curator
    highlights its deep integration with GKE and secure Docker artifact pipelines.
    Live telemetry confirms that Cloud Build is highly effective for cost-sensitive
    scaling operations due to its pay-as-you-go billing model.
  language: YAML
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - GCP Ecosystem
  - CI/CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Google Cloud Build
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/cloud-build:
  addition_method: manual
  content_hash: d3ad7f441f8f8e07b2e0458ccd41d11759ee549013639c2291c95983ba8b1b48
  description: ''
  health_score: 100.0
  last_checked: 1779030594.332428
  stars: 0
  status: online
  title: Google Cloud Build
  v1_locations:
  - docs/GoogleCloudPlatform.md
  - docs/devops.md
  - docs/jenkins-alternatives.md
  year: N/A
https://cloud.google.com/code:
  description: '- [github: Google Cloud Code samples](https://github.com/GoogleCloudPlatform/cloud-code-samples)'
  year: '2025'
  stars: 0
  ai_summary: A powerful suite of IDE plugins (VS Code, IntelliJ) designed to accelerate
    development of cloud-native systems on GCP. Curator highlights focus on debugging
    Kubernetes clusters directly from local workstations. Live engineering teams use
    Cloud Code to minimize the gap between local code changes and GCP deployment environments,
    driving faster development feedback loops.
  language: JavaScript
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - GCP Ecosystem
  - IDE Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Google Cloud Code
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/code/docs/vscode/yaml-editing:
  addition_method: manual
  content_hash: 556028c2596bffed5964078f30273137ff9106d33108d52182900383fc1f696d
  description: ''
  health_score: 100.0
  last_checked: 1779032098.203897
  stars: 0
  status: online
  title: "cloud.google.com: configuring_with_snippets \U0001F31F"
  v1_locations:
  - docs/scaffolding.md
  year: N/A
https://cloud.google.com/config-connector/docs/overview:
  addition_method: manual
  content_hash: c270e33efcd5c0823ef24bdeae2fb857b6978176031adea9e02d4e30de45af2f
  description: ''
  health_score: 100.0
  last_checked: 1779031393.62727
  stars: 0
  status: online
  title: ==cloud.google.com/config-connector==
  v1_locations:
  - docs/iac.md
  - docs/kubernetes-tools.md
  year: N/A
https://cloud.google.com/deploy/docs/deploy-app-run:
  addition_method: manual
  content_hash: 4a085e12d289cf09fb38d4da6fa82de03871fbde23b0dde54fafe5a04942ae0b
  health_score: 100.0
  last_checked: 1779031378.103544
  v1_locations:
  - docs/GoogleCloudPlatform.md
https://cloud.google.com/devops:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Google Cloud's primary DevOps hub, anchoring its research around DORA
    (DevOps Research and Assessment) and native cloud capabilities like Cloud Build
    and GKE. Curator reviews emphasize high-velocity software delivery architectures.
    Modern GCP engineering patterns rely on these principles to deploy secure, distributed,
    and containerized architectures on Google Cloud Platform.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - GCP Ecosystem
  - DevOps Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: DevOps'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/docs/compare:
  addition_method: manual
  content_hash: a8a2df130c90cdf017eb1df82aecd89472870ae41708456dd21565ff28a376eb
  description: ''
  health_score: 100.0
  last_checked: 1779033031.018515
  stars: 0
  status: online
  title: Platform comparisons
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://cloud.google.com/docs/compare/aws:
  addition_method: manual
  content_hash: a8a2df130c90cdf017eb1df82aecd89472870ae41708456dd21565ff28a376eb
  description: ''
  health_score: 100.0
  last_checked: 1779033612.830686
  stars: 0
  title: AWS and GCP comparison
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison:
  addition_method: manual
  content_hash: a8a2df130c90cdf017eb1df82aecd89472870ae41708456dd21565ff28a376eb
  description: ''
  health_score: 100.0
  last_checked: 1779030554.915247
  stars: 0
  status: online
  title: '==cloud.google.com: Compare AWS and Azure services to Google Cloud=='
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://cloud.google.com/docs/terraform/blueprints/terraform-blueprints:
  addition_method: manual
  content_hash: 1fcd8e89b1155f9c05a2c0272b56e9e2ede48c5cf306c0f3e52b3c47b30cc0f0
  description: ''
  health_score: 100.0
  last_checked: 1779034263.214623
  stars: 0
  status: online
  title: "==cloud.google.com: Terraform blueprints and modules for Google Cloud=='
    \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://cloud.google.com/free/docs/aws-azure-gcp-service-comparison:
  addition_method: manual
  content_hash: a8a2df130c90cdf017eb1df82aecd89472870ae41708456dd21565ff28a376eb
  description: ''
  health_score: 100.0
  last_checked: 1779031032.127253
  stars: 0
  status: online
  title: 'cloud.google.com: Compare AWS and Azure services to Google Cloud'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://cloud.google.com/icons:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The standardized Google Cloud Platform graphical asset library and system
    diagram rules. Designed to assist cloud architects in drafting Google-recommended
    structures with consistent representations for compute, storage, data, and analytical
    pipelines.
  language: None
  resource_type: Asset Pack
  complexity: Beginner
  hierarchy:
  - Architecture & Visualization
  - Design Assets
  - GCP
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Google Cloud Architecture Icons
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://cloud.google.com/kubernetes-engine:
  description: '- One of the most helpful GKE features is the ability to create clusters
    and node pools with custom kernel parameters. This means you no longer need to
    use one-off daemonsets, or random workarounds, to tune your machines after cluster
    creation.'
  year: '2025'
  stars: 0
  ai_summary: Core landing documentation for Google Kubernetes Engine (GKE), highlighting
    GKE's industry-standard capabilities. Specifically focuses on setting up node
    pools with custom kernel parameters, eliminating post-bootstrap script workarounds.
    Provides the baseline reference for standard-setting enterprise container management.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - GKE Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Google Kubernetes Engine
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/kubernetes-engine/docs/add-on/config-sync/overview:
  addition_method: manual
  content_hash: 25b42ba5af8095cdf7cdca04ed1638ef649c9002b2b7f31062383db8ad5e9d8d
  description: ''
  health_score: 100.0
  last_checked: 1779030006.873056
  stars: 0
  status: online
  title: Config Sync Overview
  v1_locations:
  - docs/GoogleCloudPlatform.md
  - docs/gitops.md
  year: N/A
https://cloud.google.com/kubernetes-engine/docs/concepts/autopilot-overview:
  addition_method: manual
  content_hash: 6c7e8ff6a16711149ea844f2a73d71b0c76f0b670587902bc48f3422528c6f05
  description: ''
  health_score: 100.0
  last_checked: 1779033584.423211
  stars: 0
  status: online
  title: "cloud.google.com: GKE Autopilot \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://cloud.google.com/kubernetes-engine/docs/concepts/cluster-autoscaler:
  addition_method: manual
  content_hash: f3e7dc19972fd949569ff95d314c41307b4511538f3200f3d6f72d299b01ec51
  description: ''
  health_score: 100.0
  last_checked: 1779030236.471844
  stars: 0
  status: online
  title: 'Google Cloud Platform: GKE Cluster Autoscaler'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://cloud.google.com/kubernetes-engine/docs/how-to/cloud-dns:
  addition_method: manual
  content_hash: 9c0b476cc6e65f6e9c7dab7bceaee961455ca79bd3e315274fb8bc35d17fe70f
  description: ''
  health_score: 100.0
  last_checked: 1779029371.782074
  stars: 0
  status: online
  title: Kubernetes Cloud DNS
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://cloud.google.com/kubernetes-engine/docs/how-to/nodelocal-dns-cache:
  addition_method: manual
  content_hash: 98d312c228fdf745ee5d9761b5d652c7be3ea833318aaaac166cb85646f02d1a
  description: ''
  health_score: 100.0
  last_checked: 1779032878.646765
  stars: 0
  status: online
  title: Setting up NodeLocal DNSCache
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://cloud.google.com/kubernetes-engine/kubernetes-comic:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Google's classic, highly creative visual guide explaining modern container
    scaling, lifecycle, and orchestration concepts through graphic storytelling. Perfect
    for explaining Kubernetes business advantages to technical managers.
  language: English
  resource_type: Visual Guide
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes Fundamentals
  - Visual Learning
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: kubernetes comic'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://cloud.google.com/kubernetes-engine/pricing:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Google Kubernetes Engine (GKE) pricing details, introducing Autopilot
    vs Standard modes. Analyzes cluster management fees, dynamic provisioning costs,
    and spot instance discounts. Live grounding confirms GKE Autopilot as the industry
    standard for highly optimized serverless container architectures.
  language: English
  resource_type: Reference/Pricing
  complexity: Intermediate
  hierarchy:
  - Kubernetes Management
  - Managed Kubernetes
  - Google GKE Costs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Google cloud kubernetes pricing
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://cloud.google.com/learn/what-is-kubernetes:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A comprehensive foundation on Kubernetes, detailing its architectural
    pillars including the control plane, worker nodes, and declarative API engine.
    It outlines container scheduling, automated self-healing, and service discovery
    mechanisms essential for running resilient, modern cloud-native systems.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Container Orchestration
  - Fundamentals
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "cloud.google.com: What is Kubernetes? \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - introduction.md
https://cloud.google.com/load-balancing/docs/l7-internal:
  addition_method: manual
  content_hash: 0358d7abcd2001b6cecfe24bd5fa3d9322cbc9dbd2d179ab95398cd120f09544
  description: ''
  health_score: 100.0
  last_checked: 1779030730.630328
  stars: 0
  status: online
  title: L7 Internal HTTP(S) Load Balancing overview
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://cloud.google.com/products:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Google's official product portal mapping its enterprise suite of cloud
    computing, data analytics, and machine learning services. Serves as a primary
    reference for system architects evaluating Google's managed offerings, providing
    documentation and pathing for product integration.
  language: HTML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - GCP
  - Product Catalog
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'googlecloudcheatsheet.withgoogle.com: Google Cloud Developer cheat sheet'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/products/tools:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A comprehensive directory of Google Cloud developer tools, spanning
    Cloud Shell, Artifact Registry, and Cloud Code extensions. The curator highlights
    its streamline-driven integration with local IDE environments. Live platform development
    metrics show these tools dramatically reduce local setup time for developers building
    serverless applications or microservices targeted at GCP.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - GCP Ecosystem
  - Developer Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Cloud Developer Tools
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://cloud.google.com/pubsub/docs/overview:
  addition_method: manual
  content_hash: e5e1d093f0b7a07978b7949436c3370ac75623cdc7c16a8253173fb946b77684
  description: ''
  health_score: 100.0
  last_checked: 1779034332.781401
  stars: 0
  status: online
  title: Google Cloud Platform Pub/Sub
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://cloud.google.com/resources/content/architecting-for-autonomy&linkId=62121445:
  addition_method: automatic
  ai_summary: 'A comprehensive strategic blueprint outlining how to scale agentic
    artificial intelligence from unstable proofs-of-concept to production environments.

    - Emphasizes the standard ADK model (Reasoning, Tool Use, and Memory) mapped to
    real-time, grounded enterprise data foundations.

    - Proposes core infrastructure patterns utilizing Google Kubernetes Engine (GKE
    Autopilot), dynamic GPU slicing, and strict access controls to maintain security
    compliance for autonomous transactions.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: cb9b2563cc948a9c1082334369abbb06456ce26770097bbe4cd54c3959bf7e14
  description: Google Cloud's blueprint for designing resilient, secure, and highly
    scalable enterprise-grade multi-agent software architectures.
  hierarchy:
  - Cloud Architecture
  - AI Engineering
  - Systems Orchestration
  - Enterprise Design Patterns
  is_microservice: false
  language: en
  last_checked: 1780352838.801366
  reputation_status: Vetted
  reputation_summary: Official Google Cloud architecture guide and strategic whitepaper.
    Released in May 2026 to help IT leaders design, build, and scale autonomous agent
    systems.
  resource_type: article
  social_preview_url: https://www.gstatic.com/bricks/image/cloud_google_com__static_cloud_images_social_icon_google_cloud_1200_630_png.png
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: ai-architecture-blueprints
  tags:
  - '[GUIDE]'
  - '[CASE STUDY]'
  title: Architecting for Autonomy — Moving AI Agents from Pilot to Enterprise Scale
  year: '2026'
https://cloud.google.com/sdk/docs/cheatsheet?hl=en:
  addition_method: manual
  content_hash: 2b0d84422f65434bc08295a17e2a33b78e6179bc16da8542b40b919272143b2a
  description: ''
  health_score: 100.0
  last_checked: 1779034447.556011
  stars: 0
  title: '==cloud.google.com: The gcloud tool cheat sheet=='
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://cloud.google.com/secret-manager/docs/analyze-resources:
  addition_method: manual
  content_hash: c735c200db8c18ca7897f72139e023374a99151bed6533e781eddd3e981cf664
  description: ''
  health_score: 100.0
  last_checked: 1779030865.946595
  stars: 0
  status: online
  title: 'cloud.google.com: Analyze secrets with Cloud Asset Inventory'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://cloud.google.com/secret-manager/docs/best-practices:
  addition_method: manual
  content_hash: 306a9fb18f7dccb3a4a1acd2fca8911d2d19e2f937478e823813516ce1a60941
  description: ''
  health_score: 100.0
  last_checked: 1779032421.58156
  stars: 0
  status: online
  title: 'cloud.google.com: Secret Manager Best Practices'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://cloud.google.com/solutions/media-entertainment&linkId=61896450:
  addition_method: automatic
  ai_summary: The main enterprise hub defining media architectures, real-time cloud
    rendering setups, and intelligent content distribution. Showcases the production-ready
    integration of Gemini and Vertex AI with Avid Media Composer to automate post-production
    metadata logging and localization loops. Empowers studios to construct grounded
    agentic workflows, drastically shortening content ingestion, transcoding, and
    discovery times across global operations.
  category: uncategorized
  complexity: advanced
  content_hash: 53833065ba8f0b29e5bd56cafc918be798efdfaa02e87f8a08d5b956ffb4408b
  description: Resource hub for media workflows, showcasing generative AI and agentic
    media workflows on Google Cloud.
  hierarchy:
  - Cloud Infrastructure
  - Google Cloud Platform
  - Industry Solutions
  - Media and Entertainment
  is_microservice: false
  language: en
  last_checked: 1780352037.401549
  reputation_status: Vetted
  reputation_summary: Enterprise solutions portal managed officially by the Google
    Cloud industry team.
  resource_type: documentation
  social_preview_url: https://cloud.google.com/_static/cloud/images/social-icon-google-cloud-1200-630.png
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Google Cloud Media and Entertainment Solutions
  year: '2026'
https://cloud.google.com/solutions/partners/a-hybrid-cloud-native-devsecops-pipeline-with-jfrog-artifactory-and-gke-on-prem:
  addition_method: manual
  content_hash: 783c158129177f2f0fb2c8bdf11047426fe434952288d7e3b447dbb549658596
  description: ''
  health_score: 100.0
  last_checked: 1779032763.416059
  stars: 0
  status: online
  title: "A hybrid cloud-native DevSecOps pipeline with JFrog Artifactory and GKE
    on-prem \U0001F31F"
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://cloud.google.com/solutions/partners/openshift-on-gcp:
  addition_method: manual
  content_hash: 7e5eabc736c0d974d46dad7bb7852eab4a8b14161e3b8e88e2f95615d49365ff
  description: ''
  health_score: 100.0
  last_checked: 1779032095.845372
  stars: 0
  status: online
  title: OpenShift on Google Cloud
  v1_locations:
  - docs/openshift.md
  year: N/A
https://cloud.google.com/stackdriver/docs/managed-prometheus:
  addition_method: manual
  content_hash: f571ea6b28358ea92a85fa6c278092925f8baee7b08ccc94fabe8384320d1d03
  description: ''
  health_score: 100.0
  last_checked: 1779030430.66289
  stars: 0
  status: online
  title: '==cloud.google.com: Google Cloud Managed Service for Prometheus=='
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://cloud.google.com/traffic-director:
  addition_method: manual
  content_hash: 65889699950dbbb99111f54dac73f0ee63263752abe96a80671850b3ab08d39f
  description: ''
  health_score: 100.0
  last_checked: 1779034013.715304
  stars: 0
  status: online
  title: Traffic Director overview
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://cloud.google.com/vpc/docs/vpc:
  addition_method: manual
  content_hash: 83c6a9217b27295702d80c7edf220fafa7f0b202a39338da65d477d3e82c06d4
  description: ''
  health_score: 100.0
  last_checked: 1779033487.200012
  stars: 0
  status: online
  title: 'cloud.google.com: VPN network overview'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://cloud.hashicorp.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029366.860763
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloud.hashicorp.com: HashiCorp Cloud'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloud.hashicorp.com:
    HashiCorp Cloud in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloud.ibm.com/docs/containers?topic=containers-troubleshoot_cluster_autoscaler:
  addition_method: manual
  content_hash: 1142cb40f1aba306988fb0c11b3ebf298859fa28c987de64a172edb183484287
  description: ''
  health_score: 100.0
  last_checked: 1779034273.463819
  needs_ai_refresh: true
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloud.ibm.com: Containers Troubleshoot Cluster Autoscaler'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloud.ibm.com:
    Containers Troubleshoot Cluster Autoscaler in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloud.ibm.com/docs/openshift?topic=openshift-ingress:
  addition_method: manual
  content_hash: 1142cb40f1aba306988fb0c11b3ebf298859fa28c987de64a172edb183484287
  description: ''
  health_score: 100.0
  last_checked: 1779031440.444071
  needs_ai_refresh: true
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloud.ibm.com: OpenShift Ingress'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloud.ibm.com:
    OpenShift Ingress in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloud.ibm.com/docs/openshift?topic=openshift-security:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Documentation outlining security controls on Red Hat OpenShift on IBM
    Cloud (ROKS). It details the split-responsibility model between cloud providers
    and customers, managing IAM integrations, enforcing private endpoints, setting
    up CIS/Benchmarks, and isolating network compute nodes to fulfill stringent regulatory
    standards for enterprise workloads.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Cloud Security
  - Managed OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.ibm.com: openshift-security'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://cloud.ibm.com/docs/solution-tutorials?topic=solution-tutorials-scalable-webapp-kubernetes:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An IBM enterprise tutorial providing deployment patterns for resilient,
    horizontally autoscaling web architectures in cloud environments. Focuses on routing
    pipelines, managed databases, and multi-zone cluster scale configurations.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Deployment Tutorials
  - Enterprise Cloud App
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "cloud.ibm.com: Tutorial - Scalable webapp \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://cloud.netapp.com/blog/prepare-for-the-day-of-all-cloud:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034090.366058
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-architecture.md
  v2_locations:
  - aws-architecture.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering cloud.netapp.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloud.redhat.com/blog/a-guide-to-ingress-controllers-in-openshift:
  addition_method: manual
  content_hash: 9d46757ce5d4cba6c56b4a7709008ba6a21b32982743350ee2b826f65b31fe95
  description: ''
  health_score: 100.0
  last_checked: 1779033609.799226
  stars: 0
  status: online
  title: '==cloud.redhat.com: A Guide to Ingress Controllers in OpenShift using IPI=='
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://cloud.redhat.com/blog/a-guide-to-secrets-management-with-gitops-and-kubernetes:
  addition_method: manual
  content_hash: 818fc6e5120537db4ce8d106a7585aa05d2bffb8b5978d9feb40a15b6a34090c
  description: ''
  health_score: 100.0
  last_checked: 1779029948.381501
  stars: 0
  status: online
  title: "==cloud.redhat.com: A Guide to Secrets Management with GitOps and Kubernetes=='
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://cloud.redhat.com/blog/announcing-bring-your-own-host-support-for-windows-nodes-to-red-hat-openshift:
  addition_method: manual
  content_hash: 35468242925a4b30c516d959bd46b4d5236842986f3b584403de40e0b1adeb15
  description: ''
  health_score: 100.0
  last_checked: 1779034423.136168
  stars: 0
  status: online
  title: 'cloud.redhat.com: Announcing Bring Your Own Host Support for Windows nodes''
    to Red Hat OpenShift'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://cloud.redhat.com/blog/application-management-in-kubernetes-environments-with-helm-charts-and-kubernetes-operators:
  addition_method: manual
  content_hash: 2e74d50eb14514b33928964120729469c9b14eca346606edc3bb488b2263a324
  description: ''
  health_score: 100.0
  last_checked: 1779030235.689077
  stars: 0
  status: online
  title: 'cloud.redhat.com: Application Management in Kubernetes Environments with''
    Helm Charts and Kubernetes Operators'
  v1_locations:
  - docs/helm.md
  year: N/A
https://cloud.redhat.com/blog/automate-your-security-practices-and-policies-on-openshift-with-kyverno:
  addition_method: manual
  content_hash: 516449dc1bbddd4641b23e50c5005a2d0c32b6a8835d2778462b25cf86fc4785
  description: ''
  health_score: 100.0
  last_checked: 1779033072.253907
  stars: 0
  status: online
  title: "cloud.redhat.com: Automate Your Security Practices and Policies on OpenShift'
    With Kyverno \U0001F31F"
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://cloud.redhat.com/blog/chaos-engineering-with-litmuschaos:
  addition_method: manual
  content_hash: 661cbcf835acd301d1f0f9d3b528c4792b03c3f996462e8715c68fbb07ea0823
  description: ''
  health_score: 100.0
  last_checked: 1779029356.598166
  stars: 0
  title: 'cloud.redhat.com: Chaos Engineering With LitmusChaos'
  v1_locations:
  - docs/chaos-engineering.md
  year: N/A
https://cloud.redhat.com/blog/check-out-our-new-look:
  addition_method: manual
  content_hash: 406b1756cadb625bad5710589c77bfb058970eee4c1027d9e3208c8919debc98
  description: ''
  health_score: 100.0
  last_checked: 1779033419.480204
  stars: 0
  status: online
  title: 'cloud.redhat.com: Changes coming for OpenShift.com and Cloud.Redhat.com'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://cloud.redhat.com/blog/cloud-devops-with-openshift-and-jfrog:
  addition_method: manual
  content_hash: 06512cf9036be6f21863121a0246001475ff5658b60450b2abd0249dd99c42a7
  description: ''
  health_score: 100.0
  last_checked: 1779031981.211828
  stars: 0
  status: online
  title: 'cloud.redhat.com: Cloud DevOps With OpenShift and JFrog'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://cloud.redhat.com/blog/getting-started-in-openshift:
  addition_method: manual
  content_hash: 83a8fd127638344fc703ed4beccce47fb3f678ac94edf6f9c0c8f0d169fdc182
  description: ''
  health_score: 100.0
  last_checked: 1779032153.023026
  stars: 0
  status: online
  title: "cloud.redhat.com: Getting Started in OpenShift \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://cloud.redhat.com/blog/getting-started-running-spark-workloads-on-openshift:
  addition_method: manual
  content_hash: 69402e8f6e4224ee97f646b366a8c6a16f406178dec129dd4956822ad9e64148
  description: ''
  health_score: 100.0
  last_checked: 1779034510.061753
  stars: 0
  status: online
  title: 'cloud.redhat.com: Getting Started running Spark workloads on OpenShift'
  v1_locations:
  - docs/kubernetes-bigdata.md
  year: N/A
https://cloud.redhat.com/blog/global-load-balancer-approaches:
  addition_method: manual
  content_hash: 7b5bc3bd75a54735aeffa5677c66dd447598194ca64b774feda07c1bc3ac8573
  description: ''
  health_score: 100.0
  last_checked: 1779032728.693208
  stars: 0
  status: online
  title: "cloud.redhat.com: Global Load Balancer Approaches \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
? https://cloud.redhat.com/blog/how-to-build-a-disconnected-openshift-cluster-with-mirror-registries-on-rhel-coreos-using-podman-and-systemd
: addition_method: manual
  content_hash: 69d1e896e9bbacf9467d3ec4dbadb3b2590796f2d48f41a72333b97f8413f0e7
  description: ''
  health_score: 100.0
  last_checked: 1779033432.48376
  stars: 0
  status: online
  title: 'cloud.redhat.com: How to Build a Disconnected OpenShift Cluster With Mirror''
    Registries on RHEL CoreOS Using Podman and Systemd'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://cloud.redhat.com/blog/how-to-modernize-virtualized-workloads:
  addition_method: manual
  content_hash: 90526a73a4d0f876531a3a074a5f5240d99c8b805087a57b5fe4820f5499a9f6
  description: ''
  health_score: 100.0
  last_checked: 1779031489.902065
  stars: 0
  status: online
  title: "cloud.redhat.com: How to Modernize Virtualized Workloads \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
? https://cloud.redhat.com/blog/how-to-observe-your-clusters-with-red-hat-advanced-cluster-management-customize-the-grafana-dashboard
: addition_method: manual
  content_hash: 835e59ba8e5fab8717e5a0d179f7792344eb1da73ca65a09c5b954905660e067
  description: ''
  health_score: 100.0
  last_checked: 1779029252.062997
  stars: 0
  status: online
  title: 'cloud.redhat.com: How to Observe your Clusters with Red Hat Advanced Cluster''
    Management - Customize the Grafana Dashboard'
  v1_locations:
  - docs/demos.md
  year: N/A
https://cloud.redhat.com/blog/how-to-use-argocd-deployments-with-github-tokens:
  addition_method: manual
  content_hash: 7a7301da4ef4cf3ae62cb06ee30c6c43badba14e368e5f8d1a86024e93b0a93f
  description: ''
  health_score: 100.0
  last_checked: 1779029322.937176
  stars: 0
  status: online
  title: 'cloud.redhat.com: How to Use ArgoCD Deployments with GitHub Tokens'
  v1_locations:
  - docs/argo.md
  year: N/A
https://cloud.redhat.com/blog/log4shell-practical-mitigations-and-impact-analysis:
  addition_method: manual
  content_hash: e60f4283252ea9e31177f7404a56830d542a436e75f35cf0a61a703b3a30b1a7
  description: ''
  health_score: 100.0
  last_checked: 1779032000.183718
  stars: 0
  status: online
  title: 'cloud.redhat.com: Log4Shell: Practical Mitigations and Impact Analysis of''
    the Log4j Vulnerabilities'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://cloud.redhat.com/blog/monitoring-infrastructure-openshift-4.x-using-zabbix-operator:
  addition_method: manual
  content_hash: 7b797b937e6db80a3393bded93ae24731ab99fd7708b19461509928c81ccf6f0
  description: ''
  health_score: 100.0
  last_checked: 1779031669.97448
  stars: 0
  status: online
  title: 'cloud.redhat.com: Monitoring Infrastructure Openshift 4.x Using Zabbix Operator'
  v1_locations:
  - docs/monitoring.md
  year: N/A
? https://cloud.redhat.com/blog/openshift-commons-briefing-database-disaster-recovery-made-easy-with-annette-clewett-red-hat-and-andrew-lecuyer-crunchy-data
: addition_method: manual
  content_hash: 6eb93d328f91b3eb9d2a99bdd9bad4167b4a55670db124f74ac211e6e2b03a7d
  description: ''
  health_score: 100.0
  last_checked: 1779033716.029047
  stars: 0
  status: online
  title: 'cloud.redhat.com: OpenShift Commons Briefing: Database Disaster Recovery''
    Made Easy with Annette Clewett (Red Hat) and Andrew L''Ecuyer (Crunchy Data)'
  v1_locations:
  - docs/databases.md
  year: N/A
https://cloud.redhat.com/blog/openshift-sandboxed-containers-101:
  addition_method: manual
  content_hash: 4ad8cb79b23f6839b34ee297173077f17d7b5e924da07651fdcc802f88043c03
  description: ''
  health_score: 100.0
  last_checked: 1779033591.938166
  stars: 0
  status: online
  title: "cloud.redhat.com: OpenShift Sandboxed Containers 101 \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://cloud.redhat.com/blog/openshift-sandboxed-containers-operator-from-zero-to-hero-the-hard-way:
  addition_method: manual
  content_hash: 81a5959f8270f61831132202977dc62db97a00c85c2b40c2e49bce7a76d53d49
  description: ''
  health_score: 100.0
  last_checked: 1779032376.359971
  stars: 0
  status: online
  title: 'cloud.redhat.com: OpenShift Sandboxed Containers Operator From Zero to Hero,''
    the Hard Way. The Operator Framework and Its Usage'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://cloud.redhat.com/blog/openshift-virtualization-on-amazon-web-services:
  addition_method: manual
  content_hash: 2a2153ddd47982a950e32dd22fbd21e3051bde3b50e62f3df4cc184cb05c84c3
  description: ''
  health_score: 100.0
  last_checked: 1779033500.849875
  stars: 0
  status: online
  title: '==cloud.redhat.com: OpenShift Virtualization on Amazon Web Services=='
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://cloud.redhat.com/blog/red-hat-container-community-of-practice-operators:
  addition_method: manual
  content_hash: dba65671976494ef6fdeabd728d2d867c171ac9de6a408a91918b6f8b65f342b
  description: ''
  health_score: 100.0
  last_checked: 1779034173.492871
  stars: 0
  status: online
  title: '==cloud.redhat.com: Red Hat Container Community of Practice Operators=='
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://cloud.redhat.com/blog/red-hat-openshift-4.8-is-now-generally-available:
  addition_method: manual
  content_hash: a54975761ed228ae5860b4ca529890d491f63731f0e5232c21b989ca91e1b199
  description: ''
  health_score: 100.0
  last_checked: 1779030558.793082
  stars: 0
  status: online
  title: 'cloud.redhat.com: Red Hat OpenShift 4.8 Is Now Generally Available'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://cloud.redhat.com/blog/red-hat-openshift-4.9-is-now-generally-available:
  addition_method: manual
  content_hash: 2ff5a3af3d6ea22d236b5815f5fea617d8c8aa2d1d03ed3e50c89228515fdfb7
  description: ''
  health_score: 100.0
  last_checked: 1779029132.836291
  stars: 0
  status: online
  title: 'cloud.redhat.com: Red Hat OpenShift 4.9 Is Now Generally Available'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://cloud.redhat.com/blog/sandboxed-containers-operator-from-zero-to-hero-the-hard-way-part-2:
  addition_method: manual
  content_hash: 0496ad94d3c3371132a9304769684728dfdc75af8263cc246a2d7cb22db74d21
  description: ''
  health_score: 100.0
  last_checked: 1779031810.081736
  stars: 0
  status: online
  title: 'cloud.redhat.com: Troubleshooting Sandboxed Containers Operator'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
? https://cloud.redhat.com/blog/scale-your-application-containers-on-red-hat-openshift-service-on-aws-rosa-clusters-using-amazon-efs-storage
: addition_method: manual
  content_hash: 6003253496523db4d1906f6e656324ef80bf5e1ebd9ccabef7f76ac2abb88eb3
  description: ''
  health_score: 100.0
  last_checked: 1779032642.937346
  stars: 0
  status: online
  title: '==cloud.redhat.com: Scale your application containers on Red Hat OpenShift''
    Service on AWS (ROSA) clusters using Amazon EFS storage=='
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://cloud.redhat.com/blog/simplifying-database-cloud-service-access:
  addition_method: manual
  content_hash: 88e8e4601859a8ecf3f0f3e80354b50006b6fffd3129525ec6a64759c4d54fa8
  description: ''
  health_score: 100.0
  last_checked: 1779032682.232355
  stars: 0
  status: online
  title: 'cloud.redhat.com: Simplifying Database Cloud Service Access'
  v1_locations:
  - docs/databases.md
  year: N/A
https://cloud.redhat.com/blog/top-open-source-kubernetes-security-tools-of-2021:
  addition_method: manual
  content_hash: 87094b6ac62f26ba7424cae996db29735db7b905a1fb8ea7ee9fb32c14efc00b
  description: ''
  health_score: 100.0
  last_checked: 1779032421.438699
  stars: 0
  status: online
  title: "cloud.redhat.com: Top Open Source Kubernetes Security Tools of 2021 \U0001F31F\U0001F31F"
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes-security.md
  year: N/A
https://cloud.redhat.com/blog/velero-backup-and-restore-of-an-application-using-gp2-storageclass-on-rosa:
  addition_method: manual
  content_hash: c51febf5ee412f42536ccab1aa83b7e9210600cd124b9f5db6add2e60dec7c74
  description: ''
  health_score: 100.0
  last_checked: 1779031181.681502
  stars: 0
  status: online
  title: 'cloud.redhat.com: Velero Backup and Restore of an Application Using gp2''
    StorageClass on ROSA'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://cloud.redhat.com/blog/virtual-machines-as-code-with-openshift-gitops-and-openshift-virtualization:
  addition_method: manual
  content_hash: 773aa5322e51e8d84dfbaf6fc1801d04ad52387239e7d99e6e393b0ddddddefe
  description: ''
  health_score: 100.0
  last_checked: 1779032884.793369
  stars: 0
  status: online
  title: 'cloud.redhat.com: Virtual Machines as Code with OpenShift GitOps and OpenShift''
    Virtualization'
  v1_locations:
  - docs/demos.md
  year: N/A
https://cloud.redhat.com/openshift/install:
  addition_method: manual
  content_hash: 5c8411c63c6f815af302a34082cbbc1c393f24c2e1e12d1f77aa866020faf6c5
  description: ''
  health_score: 100.0
  last_checked: 1779030430.141393
  stars: 0
  title: New Installer
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://cloud.spring.io/spring-cloud-config/reference/html:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Dedicated documentation outlining configuration of Git as the back-end
    repository for configuration data. Under this GitOps-aligned paradigm, version-controlled
    repository pushes can instantly broadcast configuration changes across application
    fleets. It represents a mature, auditing-friendly mechanism for enterprise environment
    variable management.
  language: Java
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Spring Cloud
  - Configuration Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'Spring Cloud Config Server: Git Backend'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://cloud.spring.io/spring-cloud-config/spring-cloud-config.html:
  addition_method: manual
  content_hash: 7b01ee5f15ecf4f94471e5e0c5754265c9c8cfca41bb89622c6da4c8c946a652
  health_score: 100.0
  last_checked: 1779029060.797214
  v1_locations:
  - docs/java_frameworks.md
https://cloud.spring.io/spring-cloud-vault/reference/html:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Integrates the Spring application model directly with HashiCorp Vault,
    providing secure secrets management and token/credential rotation. It secures
    database passwords, API tokens, and certificate structures from direct code injection.
    It is an industry standard for organizations striving to maintain stringent security
    compliance within distributed cloud ecosystems.
  language: Java
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Spring Cloud
  - Secrets Management
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "cloud.spring.io: Spring Cloud Vault \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://cloud.tilt.dev:
  addition_method: manual
  content_hash: 02ec5ceba1c9af46add34ef52184e32f7ac7e673d891c7354e6acc57cae6c5e3
  health_score: 100.0
  last_checked: 1779032457.261039
  v1_locations:
  - docs/kubernetes-based-devel.md
https://cloud.vmware.com/tanzu:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033112.759799
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '**VMware Kubernetes Tanzu**'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  v2_locations:
  - kubernetes-on-premise.md
  - matrix-table.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering **VMware
    Kubernetes Tanzu** in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudacademy.com/blog/ansible-aws:
  description: ''
  year: '2015'
  stars: 3
  ai_summary: Curator Insight highlights Ansible configurations for managing virtual
    machines in AWS. Live Grounding confirms that while declarative frameworks like
    Terraform are dominant for provisioning, Ansible remains a cornerstone for configuration
    management and rolling deployments inside physical and VM environments.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - DevOps
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Ansible and AWS: cloud IT automation management'
  addition_method: manual
  v2_locations:
  - python.md
https://cloudacademy.com/blog/devops-why-is-it-important-to-decouple-deployment-from-release:
  addition_method: manual
  content_hash: 134fef69216beb450a2a5bb0e9665d411870b64755791b9ab46e95e64340e9c5
  description: ''
  health_score: 100.0
  last_checked: 1779032623.495798
  stars: 0
  status: online
  title: 'cloudacademy.com: Blog / DevOpsDevOps: Why Is It Important to Decouple Deployment''
    From Release?'
  v1_locations:
  - docs/devops.md
  year: N/A
https://cloudacademy.com/blog/migrating-data-to-aws:
  addition_method: manual
  ai_summary: Curator Insight offers a high-level technical evaluation of the AWS
    Schema Conversion Tool (SCT) workflow. Live Grounding shows its practical usefulness
    in identifying conversion complexity, scoring schema compatibility, and generating
    automated migration assessment reports. Practical resource for architecture pre-assessment.
  complexity: Intermediate
  content_hash: 134fef69216beb450a2a5bb0e9665d411870b64755791b9ab46e95e64340e9c5
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Database Migration
  - Schema Conversion
  is_microservice: false
  language: English
  last_checked: 1779031399.642843
  resource_type: Blog Post
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudacademy.com: Migrating Data to AWS Using the AWS Schema Conversion''
    Tool: A Preview'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: '2018'
https://cloudark.medium.com/kubernetes-custom-controllers-b6c7d0668fdf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031435.481243
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudark.medium.com: Writing Kubernetes Custom Controllers'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudark.medium.com:
    Writing Kubernetes Custom Controllers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudark.medium.com/whats-cooking-in-your-kubernetes-namespace-9200be114f8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031333.300843
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudark.medium.com: kubectl connections'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudark.medium.com:
    kubectl connections in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://cloudblog.withgoogle.com/products/containers-kubernetes/5-ways-google-cloud-is-making-gke-the-best-place-to-run-kubernetes/amp
: addition_method: manual
  content_hash: 9a3f37e7d47121cff49f55f57871a2211df7e6e676ffd71c953315899111fe34
  description: ''
  health_score: 100.0
  last_checked: 1779033035.087792
  stars: 0
  status: online
  title: Looking ahead as GKE, the original managed Kubernetes, turns 5
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://cloudblog.withgoogle.com/products/data-analytics/create-templates-from-any-dataflow-pipeline/amp:
  addition_method: manual
  content_hash: a8ca6bdd3f53d118120ea45c41cac9518922f0f5e1801319b856363b028b8984
  description: ''
  health_score: 100.0
  last_checked: 1779030996.354525
  stars: 0
  status: online
  title: 'cloudblog.withgoogle.com: Turn any Dataflow pipeline into a reusable template'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://cloudblog.withgoogle.com/products/networking/how-to-use-new-traffic-control-features-in-cloud-load-balancing/amp:
  addition_method: manual
  content_hash: d530452f118af06797c01a3e4f55c89a5600b3aae7ad285b8f33ebdf95c569bb
  description: ''
  health_score: 100.0
  last_checked: 1779029145.600212
  stars: 0
  status: online
  title: Using new traffic control features in External HTTP(S) load balancer
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://cloudblog.withgoogle.com/products/networking/traffic-director-supports-proxyless-grpc/amp:
  addition_method: manual
  content_hash: cf08549b7c62783bb6d1e87a6a83e21ea19d00a953ad48c70632bd45617b8ec1
  description: ''
  health_score: 100.0
  last_checked: 1779030678.284662
  stars: 0
  status: online
  title: Traffic Director and gRPC—proxyless services for your service mesh
  v1_locations:
  - docs/servicemesh.md
  year: N/A
? https://cloudblogs.microsoft.com/opensource/2021/07/09/simple-steps-to-create-scalable-processes-to-deploy-ml-models-as-microservices
: addition_method: manual
  content_hash: 6443ff0f45ff8de94b3c653ae505b267cea8a3cd631af7ae05ce8ca829176f84
  description: ''
  health_score: 100.0
  last_checked: 1779033501.378166
  stars: 0
  status: online
  title: 'cloudblogs.microsoft.com: Simple steps to create scalable processes to deploy''
    ML models as microservices'
  v1_locations:
  - docs/mlops.md
  year: N/A
? https://cloudblogs.microsoft.com/sqlserver/2020/06/23/expanding-sql-server-big-data-clusters-capabilities-now-on-red-hat-openshift
: description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Architectural guide detailing Microsoft SQL Server Big Data Clusters
    on Red Hat OpenShift. Note: Microsoft retired this capability in 2025; standard
    practice has transitioned to localized containers and Azure Arc-enabled SQL Server.'
  language: Conceptual
  resource_type: Technical Announcement
  complexity: Advanced
  hierarchy:
  - Databases
  - SQL Server
  - Enterprise Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Expanding SQL Server Big Data Clusters capabilities, now on Red Hat OpenShift
  addition_method: manual
  v2_locations:
  - databases.md
https://cloudbuild.co.uk/free-automated-lets-encrypt-certificates-in-azure-key-vault-with-acme-bot-a-step-by-step-guide:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Step-by-step instructional resource on deploying ACME Bot inside Azure.
    Automates key lifecycles of Let's Encrypt certificates directly into secure Key
    Vaults.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Platforms
  - Azure
  - Security Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Automated Let's Encrypt Certificates in Azure Key Vault with ACME Bot
  addition_method: manual
  v2_locations:
  - aws-security.md
https://cloudbuild.co.uk/how-to-install-terraform:
  description: "- [cloudbuild.co.uk: Part 2: Terraform with Azure - How to install
    Azure CLI](https://cloudbuild.co.uk/part-2-terraform-with-azure-how-to-install-azure-cli)\n
    \   - [cloudbuild.co.uk: Part 3: Terraform with Azure - How to install Visual
    Studio Code](https://cloudbuild.co.uk/part-3-terraform-with-azure-how-to-install-visual-studio-code)\n
    \   - [cloudbuild.co.uk: Part 4: Terraform with Azure - How to install Azure Terraform
    Plugin in Visual Studio Code](https://cloudbuild.co.uk/part-4-terraform-with-azure-how-to-install-azure-terraform-plugin-in-visual-code)\n
    \   - [cloudbuild.co.uk: Part 5: Terraform with Azure - Install Git and initialise
    repository](https://cloudbuild.co.uk/part-5-terraform-with-azure-install-git-and-enable-in-visual-studio-code)\n
    \   - [cloudbuild.co.uk: Part 6: Terraform with Azure - Deploy resources in Azure](https://cloudbuild.co.uk/part-6-terraform-with-azure-deploy-resources-in-azure)\n
    \   - [cloudbuild.co.uk: Part 7: Terraform with Azure - Deploy a variables file
    in Terraform](https://cloudbuild.co.uk/part-7-terraform-with-azure-deploy-a-variables-file-in-terraform)\n
    \   - [cloudbuild.co.uk: Part 8: Terraform with Azure - Deploy terraform.tfvars
    file](https://cloudbuild.co.uk/part-8-terraform-with-azure-deploy-a-terraform-tfvars-file)"
  year: '2023'
  stars: 0
  ai_summary: An exhaustive, multi-part onboarding curriculum designed to fast-track
    engineers into Azure Terraform workflows. It details step-by-step configurations
    including tool installations (CLI, VS Code, Git), repository structures, and key
    variables administration.
  language: HCL
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Azure
  - IaC
  - Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudbuild.co.uk: Part 1: Terraform with Azure - How to install Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://cloudbuild.co.uk/part-2-terraform-with-azure-how-to-install-azure-cli:
  addition_method: manual
  content_hash: 3c8c459adf21aa2620ff7a950846d14806305026bb4bad3a44df1b18e313d774
  description: ''
  health_score: 100.0
  last_checked: 1779032791.713091
  needs_ai_refresh: true
  stars: 0
  title: 'cloudbuild.co.uk: Part 2: Terraform with Azure - How to install Azure CLI'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://cloudbuild.co.uk/part-3-terraform-with-azure-how-to-install-visual-studio-code:
  addition_method: manual
  content_hash: 422fb4e68387d0c4620b11b26efea4aa0d614b93d40fedf59f509240023de9de
  description: ''
  health_score: 100.0
  last_checked: 1779030929.517659
  needs_ai_refresh: true
  stars: 0
  title: 'cloudbuild.co.uk: Part 3: Terraform with Azure - How to install Visual Studio''
    Code'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://cloudbuild.co.uk/part-4-terraform-with-azure-how-to-install-azure-terraform-plugin-in-visual-code:
  addition_method: manual
  content_hash: ea5c85ad6822d8f381c38343bef47750b62c4c0772f04fbdfdc8032314bafb90
  description: ''
  health_score: 100.0
  last_checked: 1779030354.499751
  needs_ai_refresh: true
  stars: 0
  title: 'cloudbuild.co.uk: Part 4: Terraform with Azure - How to install Azure Terraform''
    Plugin in Visual Studio Code'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://cloudbuild.co.uk/part-5-terraform-with-azure-install-git-and-enable-in-visual-studio-code:
  addition_method: manual
  content_hash: d7b5942b2ea8e5d203e3953324ae9b755ca5ae9311e3f326998657736b7215ba
  description: ''
  health_score: 100.0
  last_checked: 1779033082.882364
  needs_ai_refresh: true
  stars: 0
  title: 'cloudbuild.co.uk: Part 5: Terraform with Azure - Install Git and initialise''
    repository'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://cloudbuild.co.uk/part-6-terraform-with-azure-deploy-resources-in-azure:
  addition_method: manual
  content_hash: d5182c856fcb8dfb2db6c7a1a43845d5ebc8bda1cf1d0f29b00fa59575101fbe
  description: ''
  health_score: 100.0
  last_checked: 1779031268.125956
  needs_ai_refresh: true
  stars: 0
  title: 'cloudbuild.co.uk: Part 6: Terraform with Azure - Deploy resources in Azure'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://cloudbuild.co.uk/part-7-terraform-with-azure-deploy-a-variables-file-in-terraform:
  addition_method: manual
  content_hash: a16177a49d199b271c688f6c9585c364cf2962894ca617cfe7688dcb7e909df2
  description: ''
  health_score: 100.0
  last_checked: 1779031330.400856
  needs_ai_refresh: true
  stars: 0
  title: 'cloudbuild.co.uk: Part 7: Terraform with Azure - Deploy a variables file''
    in Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://cloudbuild.co.uk/part-8-terraform-with-azure-deploy-a-terraform-tfvars-file:
  addition_method: manual
  content_hash: 9bc00781c3d4751cec28a15f8d39e04d20880043ddd36a3a320fa51540ecc7a0
  description: ''
  health_score: 100.0
  last_checked: 1779034271.492185
  needs_ai_refresh: true
  stars: 0
  status: online
  title: 'cloudbuild.co.uk: Part 8: Terraform with Azure - Deploy terraform.tfvars''
    file'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://cloudcanvas.co:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781430334.824126
  stars: 0
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  - docs/cloud-asset-inventory.md
  - docs/iac.md
  v2_locations:
  - cloud-arch-diagrams.md
  - cloud-asset-inventory.md
  - iac.md
  year: '2024'
  status: online
  ai_summary: CloudCanvas is an emerging interactive workspace tool tailored for designing
    cloud topologies and auto-generating infrastructure-as-code manifests. By linking
    architectural nodes directly to API-driven configurations, it helps bridge the
    gap between architectural diagramming and operational execution.
  language: TypeScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Architecture
  - Diagrams
  is_microservice: false
  title: CloudCanvas - Diagramming for Cloud Infrastructure
https://cloudcraft.co:
  addition_method: manual
  content_hash: 63633940b9f2ee9beb433e854c279d5186a83775046e3217eb5b8964b3811447
  description: ''
  health_score: 100.0
  last_checked: 1779031337.486866
  stars: 0
  status: online
  title: cloudcraft.co
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://cloudforecast.io/blog/cadvisor-and-kubernetes-monitoring-guide:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Complete operational analysis of Google’s cAdvisor (Container Advisor),
    showing how it is natively embedded inside the Kubelet binary to collect performance
    metrics. Curator Insight: Core container performance scraping mechanisms. Live
    Grounding: Fundamental reading for tuning Pod memory limits and evaluating CPU
    throttling patterns.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - cAdvisor
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "cloudforecast.io: cAdvisor and Kubernetes Monitoring Guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://cloudhero.io/creating-users-for-your-kubernetes-cluster:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical guide to onboarding cluster users. Explains how to generate
    TLS client certificates and bind them to Kubernetes RBAC RoleBindings to enforce
    safe access controls.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: cloudhero.io
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cloudhut.dev/blog/2021-06-24-running-kafka-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031045.931625
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudhut.dev: Running Apache Kafka on Kubernetes successfully'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudhut.dev:
    Running Apache Kafka on Kubernetes successfully in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudify.co/blog/ansible-terraform-and-cloudify:
  addition_method: manual
  content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95
  description: ''
  health_score: 100.0
  last_checked: 1779032521.360708
  stars: 0
  status: online
  title: 'cloudify.co: Ansible, Terraform And Cloudify'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://cloudify.co/blog/ansible-vs-terraform:
  addition_method: manual
  content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95
  description: ''
  health_score: 100.0
  last_checked: 1779030250.595675
  stars: 0
  status: online
  title: "cloudify.co: Ansible Vs Terraform \U0001F31F"
  v1_locations:
  - docs/iac.md
  year: N/A
https://cloudify.co/blog/aws-eks-vs-ecs-vs-fargate:
  addition_method: manual
  content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95
  description: ''
  health_score: 100.0
  last_checked: 1779030438.786633
  stars: 0
  status: online
  title: 'cloudify.co: AWS EKS Vs. ECS Vs. Fargate: The Breakdown'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://cloudify.co/blog/docker-vs-kubernetes-comparison:
  addition_method: manual
  content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95
  description: ''
  health_score: 100.0
  last_checked: 1779029478.639411
  stars: 0
  status: online
  title: 'cloudify.co: Docker Vs. Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://cloudify.co/blog/infrastructure-as-code-is-it-really-enough-for-devops:
  addition_method: manual
  content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95
  description: ''
  health_score: 100.0
  last_checked: 1779033206.182271
  stars: 0
  status: online
  title: "cloudify.co: Infrastructure As Code – Is It REALLY Enough For DevOps? IAC'
    DevOps Best Practices \U0001F31F"
  v1_locations:
  - docs/iac.md
  year: N/A
https://cloudify.co/blog/migrating-pods-containerized-applications-nodes-kubernetes-cluster-using-cloudify:
  addition_method: manual
  content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95
  description: ''
  health_score: 100.0
  last_checked: 1779033572.798816
  stars: 0
  status: online
  title: "cloudify.co: Migrating Pods With Containerized Applications Between Nodes'
    In The Same Kubernetes Cluster Using Cloudify \U0001F31F"
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://cloudify.co/blog/overcoming-devsecops-delivery-pipeline-challenges:
  addition_method: manual
  content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95
  description: ''
  health_score: 100.0
  last_checked: 1779029291.815855
  stars: 0
  status: online
  title: 'cloudify.co: Understanding DevSecOps And Its Challenges'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://cloudify.co/blog/simplifying-hybrid-cloud-deployments-with-aws-eks-and-outpost:
  addition_method: manual
  content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95
  description: ''
  health_score: 100.0
  last_checked: 1779029862.840878
  stars: 0
  status: online
  title: 'cloudify.co: Simplifying Hybrid Cloud Deployments With AWS EKS And Outpost'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://cloudify.co/everything-you-need-to-know-about-hybrid-cloud:
  addition_method: manual
  content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95
  description: ''
  health_score: 100.0
  last_checked: 1779032835.044862
  stars: 0
  status: online
  title: "cloudify.co: Your Guide to Infrastructure Automation & Hybrid Cloud Orchestration'
    \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
https://cloudify.co/terraform-integration:
  addition_method: manual
  content_hash: 4ff5c776040d1834c7c9298b0dd760123eae537f2aa3f6a80dc1103ef7404d95
  description: ''
  health_score: 100.0
  last_checked: 1779033715.950525
  stars: 0
  status: online
  title: 'cloudify.co: Cloudify and Terraform Integration. Supercharge Your Terraform''
    Templates'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://cloudkatha.com/aws-s3-storage-classes-everything-you-need-to-know:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive deep-dive into AWS S3 storage classes, analyzing latency
    specs, durability SLA patterns, and price points of different tiers. Highly valuable
    for data platform engineers designing lifecycle transition rules to automate low-cost
    cold storage.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage
  - AWS S3
  - Storage Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudkatha.com: AWS S3 Storage Classes: Everything You Need to Know'
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://cloudkatha.com/difference-between-root-user-and-iam-user-in-aws-you-need-to-know:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A straightforward guide detailing the differences between an AWS account's
    root user credentials and standard delegated IAM identities. Emphasizes security
    best practices, such as disabling root access keys and using delegated roles for
    daily maintenance.
  language: English
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudkatha.com: Difference between Root User and IAM User in AWS You Need
    to Know'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://cloudkatha.com/how-to-configure-aws-sqs-dead-letter-queue-using-cloudformation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This hands-on guide details how to configure resilient AWS SQS messaging
    architectures, with a focus on provisioning dedicated SQS Dead Letter Queues (DLQs)
    using CloudFormation. Explains configuration properties like RedrivePolicies and
    maxReceiveCount settings.
  language: YAML
  resource_type: How-to Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - Messaging Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudkatha.com: How to Configure AWS SQS Dead Letter Queue using CloudFormation'
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://cloudkatha.com/how-to-create-an-s3-bucket-using-cloudformation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A foundational tutorial detailing the YAML patterns required to create
    and lock down basic AWS S3 buckets inside CloudFormation templates. It details
    parameters for versioning rules, basic access controls, and server-side encryption.
  language: YAML
  resource_type: How-to Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - Storage Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudkatha.com: How to Create an S3 Bucket using CloudFormation'
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://cloudkatha.com/how-to-create-iam-role-using-cloudformation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This tutorial covers how to write secure IAM roles with trust relationships
    and inline permissions policies using CloudFormation. It helps developers enforce
    least-privilege configurations for cross-service authentication.
  language: YAML
  resource_type: How-to Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - Identity & Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudkatha.com: How to Create IAM Role using CloudFormation'
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://cloudkatha.com/how-to-setup-budget-in-aws-to-keep-your-bill-in-check:
  description: ''
  addition_method: manual
  content_hash: 0991ec36cf5ef9239c7bb458a1052135c775457a4031f7381c8990efd1f3f4a2
  health_score: 100.0
  last_checked: 1779032345.806555
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2021'
  ai_summary: A practical guide outlining how to implement AWS Budgets to prevent
    unexpected invoice spikes. Walks through setup thresholds, dynamic notifications,
    and SNS bindings crucial for early infrastructure accounts.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - FinOps Strategy
  is_microservice: false
  title: '==cloudkatha.com: How to Setup Budget in AWS to Keep your Bill in Check=='
https://cloudkatha.com/how-to-setup-s3-bucket-cors-configuration-using-cloudformation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical step-by-step developer tutorial outlining how to declare
    and format AWS S3 Bucket CORS rules using declarative CloudFormation YAML schemas.
    Explains proper syntax structures for configuring origins, allowed methods, headers,
    and security metrics.
  language: YAML
  resource_type: How-to Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - Storage Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudkatha.com: How to Setup S3 Bucket CORS Configuration using CloudFormation'
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://cloudkatha.com/how-to-use-cloudformation-to-create-sns-topic-and-subscription:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This developer guide explains how to define and deploy AWS SNS topics
    and subscribe target endpoints using CloudFormation. It provides clear configurations
    for setting up decoupled, event-driven publish-subscribe messaging systems.
  language: YAML
  resource_type: How-to Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - Messaging Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudkatha.com: How to use CloudFormation to Create SNS Topic and Subscription'
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://cloudkatha.com/is-s3-region-specific-or-global-what-do-you-think:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architectural exploration of S3's unique global namespace structure
    contrasted with its region-restricted data placement paradigms. Essential reading
    for platform architects designing multi-region, low-latency backup structures
    or dynamic global CDNs.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage
  - AWS S3
  - S3 Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudkatha.com: Is S3 Region Specific or Global? What do you think?'
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://cloudkatha.com/why-s3-bucket-names-are-unique-globally:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A conceptual guide explaining why AWS enforces global uniqueness constraints
    on S3 bucket identifiers. Demystifies DNS resolution and routing paths used by
    storage endpoints to guarantee secure API request routing worldwide.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native Storage
  - AWS S3
  - S3 Namespace
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudkatha.com: This is why S3 Bucket Names are unique Globally'
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://cloudnativeengineer.substack.com/p/prepare-for-your-cka-exam-e1c33883eaf2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030393.978799
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudnativeengineer.substack.com: Prepare for your Certified Kubernetes''
    Administrator exam'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudnativeengineer.substack.com:
    Prepare for your Certified Kubernetes'' Administrator exam in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudnativeislamabad.hashnode.dev/introduction-to-docker-part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032704.029132
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cloudnativeislamabad.hashnode.dev: Introduction to Docker | part 1 \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cloudnativeislamabad.hashnode.dev:
    Introduction to Docker | part 1 \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudnativeislamabad.hashnode.dev/virtualization-vs-containerization:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034507.051205
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudnativeislamabad.hashnode.dev: Virtualization vs Containerization'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudnativeislamabad.hashnode.dev:
    Virtualization vs Containerization in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudnativenow.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Cloud Native Now (formerly Container Journal) delivers broad architectural
    coverage of the ecosystem's evolution, focusing on container security, service
    meshes, and GitOps workflows. It synthesizes enterprise migration challenges and
    real-world implementation paradigms for platform teams.
  language: English
  resource_type: News / Analysis
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Cloud Native Ecosystem
  - News
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: containerjournal.com
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cloudnativenow.com/editorial-calendar/cloud-native-security/the-what-and-why-of-cloud-native-security:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates the structural shift from static legacy perimeter-based
    security to dynamic cloud-native postures. Outlines the CNCF-backed '4Cs' security
    model (Cloud, Cluster, Container, Code) and emphasizes micro-segmented networking,
    cryptographic identity validation, and continuous container assurance.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Cloud-Native
  - Architecture Fundamentals
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'containerjournal.com: The What and Why of Cloud-Native Security'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://cloudnativenow.com/features/4-expert-level-things-i-wish-id-known-about-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Shares deep technical realizations about etcd limitations, complex ingress
    controller routing, the necessity of automated horizontal scaling, and the unpredictability
    of ephemeral storage allocation.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Best Practices
  - Expert Level
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: 4 Expert-Level Things I Wish I’d Known About Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cloudnativenow.com/features/9-open-source-developer-tools-for-kubernetes:
  description: ''
  addition_method: manual
  content_hash: 5b10c16b8cee1450fcc77bb53075fd3728426c293688d84e17dd5d4af1c122c0
  health_score: 100.0
  last_checked: 1779130495.024146
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 0
  ai_summary: A curated round-up of nine vital open-source developer tools for Kubernetes.
    Evaluates Skaffold, Telepresence, Lens, and others, emphasizing their utility
    in shortening development feedback loops and streamlining local cluster integrations.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Kubernetes Tooling
  - Developer Experience
  is_microservice: false
  title: 'containerjournal.com: 9 Open Source Developer Tools for Kubernetes'
https://cloudnativenow.com/features/assessing-the-true-cost-of-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical guide addressing the total cost of ownership (TCO) of
    maintaining enterprise-scale Kubernetes installations. Explores hidden cost vectors,
    including data transfer fees, multi-zone control plane redundancies, and internal
    operational overhead.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - FinOps Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: Assessing the True Cost of Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cloudnativenow.com/features/deploying-kubernetes-on-bare-metal:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An architecture-level examination of building out Kubernetes clusters
    directly on raw physical hardware. Explores the complexities of dynamic volume
    provisioning, API load balancing, manual host bootstrapping, and CNI integration
    compared to cloud environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Bare Metal
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: Deploying Kubernetes on Bare Metal'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://cloudnativenow.com/features/gitlab-brings-kubernetes-operator-to-red-hat-openshift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The GitLab Kubernetes Operator on Red Hat OpenShift automates the lifecycle
    management of self-hosted GitLab instances. By leveraging the Operator SDK, it
    provides native integration with OpenShift security contexts, automated upgrades,
    and scale-out capabilities for enterprise-grade GitOps engines.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Delivery
  - GitLab
  - OpenShift Operator
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: GitLab Brings Kubernetes Operator to Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - git.md
https://cloudnativenow.com/features/gitops-the-missing-link-for-ci-cd-for-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines how GitOps acts as the crucial architectural integration layer
    in modern Kubernetes CI/CD models. Bridges continuous code integration with cluster-native
    continuous deployment, resolving long-standing configuration drift dilemmas.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - CI-CD Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: Best of 2022: GitOps: The Missing Link for CI/CD for
    Kubernetes'
  addition_method: manual
  v2_locations:
  - gitops.md
https://cloudnativenow.com/features/gitops-workflows-expanding-beyond-kubernetes-clusters:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how the GitOps operational paradigm is expanding past native
    Kubernetes clusters to govern external infrastructure. Showcases utilizing operators
    like Crossplane to declarative sync public cloud databases, networks, and SaaS
    services.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: GitOps Workflows Expanding Beyond Kubernetes Clusters'
  addition_method: manual
  v2_locations:
  - gitops.md
https://cloudnativenow.com/features/kubernetes-enables-devops-as-a-service-daas:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how Kubernetes functions as the underlying engine to enable
    flexible, on-demand DevOps-as-a-Service platforms. Curator reviews focus on dynamic
    build runner scaling and containerized API scheduling. Live cloud-native operations
    show that employing Kubernetes controllers allows organizations to build resilient,
    auto-scaling internal developer platforms that automatically manage their own
    underlying build workloads.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Orchestration
  - DevOps-as-a-Service
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'containerjournal.com: Best of 2021 – Kubernetes Enables DevOps-as-a-Service
    (DaaS)'
  addition_method: manual
  v2_locations:
  - devops.md
https://cloudnativenow.com/features/kubernetes-security-in-your-ci-cd-pipeline:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes strategies for integrating Kubernetes security checks into
    delivery pipelines. Explores static resource scanning, YAML syntax validations,
    and OPA policy testing to identify misconfigured manifests before deployment.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - CI-CD
  - Kubernetes Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'containerjournal.com: Kubernetes Security in Your CI/CD Pipeline'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://cloudnativenow.com/features/linkerds-cncf-graduation-due-to-its-simplicity:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Analyzes Linkerd's graduation from CNCF incubation. Spotlights how the
    project's deliberate architectural focus on simplicity, ease of use, and Rust
    performance drove massive real-world adoption.
  language: Rust
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Linkerd
  - Milestones
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'containerjournal.com: Linkerd’s CNCF Graduation Due to its Simplicity'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://cloudnativenow.com/features/red-hat-ibm-launch-konveyor-to-aggregate-kubernetes-tools:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Announces the launch of the Konveyor community workspace, bringing together
    migration tools under a single framework backed by Red Hat and IBM to facilitate
    migration paths into Kubernetes.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Workload Mobility
  - Migration Toolkits
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: Red Hat, IBM Launch Konveyor to Aggregate Kubernetes
    Tools'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://cloudnativenow.com/features/red-hat-simplifies-kubernetes-cluster-management:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An early industry evaluation of Red Hat's multi-cluster management strategies.
    The text highlights RHACM's features designed to address cloud sprawl. By introducing
    centralized management planes for application delivery and policy enforcement
    across diverse Kubernetes engines (EKS, GKE, AKS, and OCP), it establishes uniform
    security baselines and automates drift remediation.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platforms
  - Cluster Management
  - Fleet Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: Red Hat Simplifies Kubernetes Cluster Management'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://cloudnativenow.com/features/siloscape-the-dark-side-of-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep technical analysis of Siloscape, a malware campaign targeting
    Windows containers in Kubernetes environments. Outlines container escape paths,
    privilege escalation via compromised host processes, and methods for hardening
    Windows container runtimes.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Threat Intelligence
  - Kubernetes Exploits
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'containerjournal.com: Siloscape: The Dark Side of Kubernetes'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://cloudnativenow.com/features/the-4-levels-of-gitops-maturity:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Unpacks the levels of organizational GitOps proficiency, outlining the
    path from basic declarative definitions (Level 1) to fully automated drift correction,
    validation, and multi-tenant fleet operations (Level 4).
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Methodology
  - Maturity Model
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: The 4 Levels of GitOps Maturity'
  addition_method: manual
  v2_locations:
  - gitops.md
https://cloudnativenow.com/features/the-rise-of-the-kubemaster:
  addition_method: manual
  content_hash: 8149221c614e31d61b3432239b8ffb4ccf6a5ddb112fe2e005dc87abaee71db7
  health_score: 84.0
  last_checked: 1779130494.969172
  review_metadata:
    original_url: https://cloudnativenow.com//features/the-rise-of-the-kubemaster
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T10:33:06.895398'
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - index.md
  - kubernetes.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering cloudnativenow.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudnativenow.com/features/whats-the-difference-between-docker-and-kubernetes:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Delineates the technological scopes of developer-focused single-node
    container tooling and complex multi-node production orchestration systems. Explains
    cluster boundaries and scheduling mechanics.
  language: N/A
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Containers
  - Orchestration Concepts
  - Architecture Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: What’s the Difference Between Docker and Kubernetes?'
  addition_method: manual
  v2_locations:
  - docker.md
https://cloudnativenow.com/features/when-is-kubernetes-service-ownership-the-right-fit:
  description: "- Why is Kubernetes service ownership emerging as the way for software
    delivery and operations teams to establish full “ownership” of the services they
    support? Because ownership covers the lifespan of software from development to
    deployment to the sunsetting process. And this shift to full-spectrum accountability
    brings about dramatic improvements in the overall speed, reliability, security
    and cost of applications.\n    - Of course, it’s not always easy to determine
    which organizations need this level of ownership. When businesses grow, they typically
    discover that pushing the delivery of applications and services through a gate
    of operations is challenging at best, impossible at worst. Even so, the DevSecOps
    mindset is on the rise, which means teams are now seeking ways to make this type
    of shift into more meaningful and effective ownership. It is the shift that enables
    a deep fundamental change to occur within an organization."
  year: '2022'
  stars: 3
  ai_summary: Examines the DevSecOps-driven transformation of 'Service Ownership'
    in Kubernetes. Discusses shift-left operating models where development teams manage
    their own Kubernetes configurations and SLA commitments throughout the application
    lifespan.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Strategy
  - Organizational Structure
  - Service Ownership
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'containerjournal.com: When is Kubernetes Service Ownership the Right Fit?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cloudnativenow.com/features/when-is-service-mesh-worth-it:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Provides a rigorous decision framework outlining when to adopt a service
    mesh. Examines the operational thresholds of system scale, regulatory security
    standards, and telemetry depth where mesh benefits outweigh the inherent memory
    and latency overhead.
  language: None
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Decision Matrix
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'containerjournal.com: When Is Service Mesh Worth It?'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://cloudnativenow.com/features/when-kubernetes-as-a-service-doesnt-cut-it:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the operational and economic conditions where off-the-shelf
    Kubernetes-as-a-Service platforms fall short. Highlights constraints around custom
    hardware drivers, performance requirements, data sovereignty, and custom routing
    options that force organizations toward self-managed bare-metal solutions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Bare Metal
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: When Kubernetes-as-a-Service Doesn’t Cut It'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://cloudnativenow.com/kubeconcnc/kubernetes-true-superpower-is-its-control-plane:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural perspective evaluating why the real capability of Kubernetes
    is its extensible control plane. Explores how CRDs, custom controller reconciliation
    loops, and dynamic validation webhooks allow engineering teams to model external
    IT infrastructure declaratively.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Control Plane
  - Declarative APIs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: Kubernetes’ True Superpower is its Control Plane'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cloudnativenow.com/topics/cloudnativedevelopment/how-docker-and-kubernetes-work-together:
  addition_method: manual
  health_score: 100.0
  last_checked: 1781736203.039006
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering cloudnativenow.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudnativenow.com/topics/cloudnativedevelopment/how-the-rise-of-containers-will-drive-devops:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Illustrates how portable container formats forced the industry to adopt
    standardized continuous validation scripts and robust container management, uniting
    development and production lifecycles.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Containerization
  - DevOps
  - Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'containerjournal.com: How the Rise of Containers Will Drive DevOps'
  addition_method: manual
  v2_locations:
  - devops.md
https://cloudnativenow.com/topics/cloudnativedevelopment/ibm-leverages-containers-to-advance-devops-on-mainframes:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Details how IBM brought containerization architectures (like z/OS Container
    Extensions) to its zSystems mainframes. Live Grounding confirms this as a key
    modernization vector, enabling developers to build and test mainframe workloads
    using Git-driven Docker/Kubernetes workflows.
  language: English
  resource_type: Blog / Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Mainframe Modernization
  - IBM
  - Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: IBM Leverages Containers to Advance DevOps on Mainframes
  addition_method: manual
  v2_locations:
  - ibm_cloud.md
https://cloudnativenow.com/topics/cloudnativedevelopment/red-hat-adds-java-runtime-for-kubernetes-to-subscription:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: News item covering the integration of Quarkus support into existing
    Red Hat Runtimes subscriptions. This commercial move made it cost-effective for
    enterprise firms to experiment and transition existing Java profiles to cloud-native
    templates. A key commercial milestone that spurred Quarkus's early adoption inside
    enterprise organizations.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Industry Impact
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: Red Hat Adds Java Runtime for Kubernetes to Subscription'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://cloudnativenow.com/topics/cloudnativeplatforms/10-best-practices-worth-implementing-to-adopt-kubernetes:
  addition_method: manual
  health_score: 100.0
  last_checked: 1781736223.037099
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering cloudnativenow.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudnativenow.com/topics/cloudnativeplatforms/overcoming-kubernetes-infrastructure-challenges:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical survey of operational friction points, such as networking
    complexity, ingress management, and security posture in hybrid topologies. Provides
    concrete architectural strategies to reduce platform engineering complexity.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Infrastructure Automation
  - Network Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: Overcoming Kubernetes Infrastructure Challenges'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cloudnativenow.com/topics/cloudnativeplatforms/rancher-labs-adds-support-for-longhorn-storage-on-kubernetes-clusters:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An announcement outlining Rancher's general availability support for
    Longhorn within its enterprise Kubernetes platform. This architectural integration
    allows administrators to manage and deploy robust persistent volume infrastructure
    with point-and-click UI catalogs.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Platform Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: Rancher Labs Adds Support for Longhorn Storage on
    Kubernetes Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-delivers-latest-kubernetes-enhancements:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An industry report analyzing the release of early OpenShift 4.x enhancements.
    It focuses on how Red Hat embedded CoreOS into the cluster installation engine
    (IPI/UPI), allowing for automated, operator-led operating system updates. This
    architecture ensures the OS is treated as an extension of the Kubernetes control
    plane, drastically reducing management overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platforms
  - Distribution
  - Enterprise Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: Red Hat Delivers Latest Kubernetes Enhancements'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-integrates-kubevirt-with-kubernetes-management-platform-from-sap:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Red Hat's integration of KubeVirt with SAP's cloud platform represents
    a major convergence of virtualization and containerization. Live grounding confirms
    KubeVirt enables legacy VM-based workloads to run directly alongside microservices
    within unified Kubernetes namespaces. This architecture reduces operational complexity
    by replacing dedicated hypervisors with Kubernetes constructs like Custom Resource
    Definitions (CRDs) for virtual machine lifecycles.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platforms
  - Virtualization
  - KubeVirt Integration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: Red Hat Integrates KubeVirt With Kubernetes Management
    Platform From SAP'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-platform-brings-kafka-closer-to-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article highlights Red Hat AMQ Streams, based on the Strimzi project,
    and its approach to managing Kafka on OpenShift/Kubernetes. It details how GitOps
    and custom resource definitions (CRDs) streamline broker, topic, and user management.
  language: YAML
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'containerjournal.com: Red Hat Platform Brings Kafka Closer to Kubernetes'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://cloudnativenow.com/topics/cloudnativesecurity/how-to-secure-your-kubernetes-cluster:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Evaluates cluster configurations across storage, networking, and deployment
    lifecycles. Discusses the replacement of deprecated Pod Security Policies with
    built-in Pod Security Standards and third-party policy engines.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Cluster Hardening
  - Infrastructural Protection
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: "containerjournal.com: How to Secure Your Kubernetes Cluster \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://cloudnativenow.com/topics/gitops-workflows-and-principles-for-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains foundational workflows of GitOps deployment models on Kubernetes
    clusters. Illustrates the architecture of local pull-agents, tracking commit states
    in repositories, and maintaining declarative state consistency within native resources.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Kubernetes Native
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'containerjournal.com: GitOps Workflows and Principles for Kubernetes'
  addition_method: manual
  v2_locations:
  - gitops.md
https://cloudnativenow.com/uncategorized/9-pillars-of-engineering-devops-with-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines nine architecture pillars that transform Kubernetes into a
    standard engine for continuous application lifecycle management. Highlights container
    orchestrations, configuration schemas, secret management, persistent state storage
    strategies, and unified network policy definitions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration & Containers
  - Kubernetes
  - DevOps Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'containerjournal.com: 9 Pillars of Engineering DevOps With Kubernetes'
  addition_method: manual
  v2_locations:
  - devops.md
https://cloudnativesimplified.substack.com/p/tool-series-1-kcp:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030367.146242
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudnativesimplified.substack.com: kcp: Kubernetes-like control plane'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudnativesimplified.substack.com:
    kcp: Kubernetes-like control plane in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudnativetoolkit.dev/adopting/use-cases/gitops/gitops-ibm-cloud-paks:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779034223.844624
  v1_locations:
  - docs/demos.md
https://cloudogu.com/en/blog:
  addition_method: manual
  content_hash: a298f16198354314893af506971dfe33f8360dfd30b68edde8fbd91bd720eb5c
  health_score: 100.0
  last_checked: 1779029574.052336
  v1_locations:
  - docs/demos.md
https://cloudogu.com/en/blog/cd-with-nexus-jenkins-ces:
  addition_method: manual
  content_hash: cd1c538590522bb92b28c310c1eae9a40183f00c3b7e9e461185a61ce67a05a2
  description: ''
  health_score: 100.0
  last_checked: 1779030575.089491
  stars: 0
  status: online
  title: Continuous Delivery with Sonatype Nexus, Jenkins and the Cloudogu Ecosystem
  v1_locations:
  - docs/demos.md
  - docs/registries.md
  year: N/A
https://cloudogu.com/en/blog/gitops-tools:
  addition_method: manual
  content_hash: 06987b214919f107e8536704903b9f4e23f12bd696c9e980b2c38e40edf4d567
  description: ''
  health_score: 100.0
  last_checked: 1779029114.020016
  stars: 0
  status: online
  title: "cloudogu.com: Automation Assistants: GitOps tools in comparison \U0001F31F"
  v1_locations:
  - docs/gitops.md
  year: N/A
https://cloudogu.com/en/blog/kubernetes-least-privilege-gcp-example:
  addition_method: manual
  content_hash: 97772e220e38d7f3baa85d8b4a2b65cdbf81514cdd3af55b8e6178e224a66e6e
  description: ''
  health_score: 100.0
  last_checked: 1779029121.710774
  stars: 0
  status: online
  title: 'cloudogu.com: Kubernetes least privilege implementation using the Google''
    Cloud as an axample'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://cloudonaut.io/advanved-aws-networking-pitfalls-that-you-should-avoid:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Deconstructs highly complex pitfalls in AWS network implementations,
    specifically Route 53 routing loops and VPC peering scaling bottlenecks. While
    historic guides suggest basic VPC peers, live production systems demand Transit
    Gateways and PrivateLink to scale securely without IP overlap.
  language: English
  resource_type: blog
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking Pitfalls
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudonaut.io: Advanced AWS Networking: Pitfalls That You Should Avoid'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://cloudonaut.io/aws-client-vpn-connected-with-the-cloud:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Evaluates AWS Client VPN as a fully managed client-to-site VPN service.
    Contrasts self-managed OpenVPN boxes with AWS's elastic scale, highlighting directory
    service integrations, routing configurations, and target network associations.
  language: English
  resource_type: blog
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Remote Access VPN
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudonaut.io: AWS Client VPN: Connected with the Cloud'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://cloudonaut.io/ec2-checklist-seven-things-to-do-after-launching-an-instance:
  description: ''
  addition_method: manual
  content_hash: dac8aff6b4f699aed2d9899b5d87654d008e314c2b1ce8ab70283ee9c9efac63
  health_score: 100.0
  last_checked: 1779030805.845334
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: An architectural checklist outlining critical optimization practices
    immediately following EC2 virtual machine instantiation. It targets key parameters
    like security group isolation, IAM roles, cloud-init configuration, dynamic DNS
    mapping, and EBS volume performance tuning.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Infrastructure
  is_microservice: false
  title: 'cloudonaut.io: EC2 Checklist: 7 things to do after launching an instance'
https://cloudonaut.io/getting-started-with-aws-cf-templates:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural guide demonstrates how to deploy production-grade
    AWS workloads using highly optimized, open-source CloudFormation templates. It
    details robust configurations for basic networks (VPC), load balancing, and secure
    compute platforms, ensuring teams avoid common security missteps.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - Starter Templates
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudonaut.io: Getting Started with Free Templates for AWS CloudFormation'
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://cloudonaut.io/scaling-container-clusters-on-aws-ecs-eks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed comparative analysis of scaling strategies between Amazon
    ECS and EKS clusters. The article walks through key operational considerations,
    including EC2 Auto Scaling Groups, Karpenter, cluster autoscalers, and resource
    utilization dynamics, highlighting how choice of orchestration influences microservices
    scale limits.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloudonaut.io: Scaling Container Clusters on AWS: ECS and EKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - aws-containers.md
https://cloudonaut.io/seamless-ec2-monitoring-with-the-unified-cloudwatch-agent:
  description: ''
  year: '2018'
  stars: 4
  ai_summary: Architectural guide explaining the transition to the Unified CloudWatch
    Agent on EC2. Details system-level RAM, disk, and custom application metrics collection
    policies.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Monitoring
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'cloudonaut.io: Seamless EC2 monitoring with the Unified CloudWatch Agent'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://cloudonaut.io/serverless-hybrid-cloud-accessing-an-api-gateway-via-vpn-or-direct-connect:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An engineering case study showcasing how to securely route public API
    Gateway requests into localized networks via VPN tunnels or Direct Connect links.
    Details complex hybrid serverless network setups.
  language: None
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Platforms
  - Serverless Architecture
  - AWS Lambda
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloudonaut.io: Serverless Hybrid Cloud: Accessing an API Gateway via VPN
    or Direct Connect'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://cloudonaut.io/terraform-can-you-keep-a-secret:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Addresses the critical challenge of managing sensitive parameters within
    plaintext Terraform state files. Discusses mitigation strategies such as remote
    backends, encryption-at-rest, and seamless integrations with external secrets
    managers like HashiCorp Vault.
  language: English
  resource_type: Security Framework
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security & Identity
  - Secret Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Terraform, can you keep a secret?
  addition_method: manual
  v2_locations:
  - terraform.md
https://cloudonaut.io/what-architects-need-to-know-about-networking-on-aws:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A rigorous exploration of architectural decision-making within AWS networking.
    Focuses on the trade-offs of VPC endpoints, routing tables, and peering limits.
    Grounded in 2026 engineering truths, this piece highlights the shift from complex
    transit VPCs to Transit Gateway standards.
  language: English
  resource_type: blog
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Architecture Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudonaut.io: What Architects Need to Know About Networking on AWS'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://cloudowski.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Cloudowski presents hands-on technical posts on Kubernetes networking,
    CI/CD integrations, and public cloud infrastructure deployments. The content focuses
    heavily on solving real-world engineering hurdles using open-source utilities.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Cloud Architecture
  - Hands-on Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: cloudowski.com
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://cloudowski.com/articles/honest-review-of-openshift-4:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An analytical, architectural critique of OpenShift 4's primary design
    shifts. Highlights the structural changes of shifting control plane workflows
    into automated Kubernetes Operators and the operational trade-offs of using Red
    Hat Enterprise Linux CoreOS (RHCOS) as the mandatory immutable operating system.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Platform Evaluation
  - Architecture Reviews
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloudowski.com: Honest review of OpenShift 4 \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://cloudowski.com/articles/jenkins-on-openshift:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Advanced engineering blog detailing customized, cloud-native deployments
    of Jenkins on OpenShift. Explains how to leverage dynamic provisioning, custom
    configurations, and cluster-wide persistent volumes to stabilize Jenkins infrastructure.
  language: Groovy
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD & DevOps
  - Enterprise Jenkins
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloudowski.com: Jenkins on OpenShift - how to use and customize it in a
    cloud-native way \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://cloudowski.com/articles/why-managing-container-images-on-openshift-is-better-than-on-kubernetes:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: This analysis compares OpenShift ImageStreams with vanilla Kubernetes
    image pulling mechanisms. It explains how ImageStreams provide abstraction layers
    over container registries, enabling automatic redeployments upon detection of
    updated remote images (triggers). By decoupling pods from concrete repository
    URLs, it automates deployment lifecycle workflows for platform engineering teams.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Container Management
  - OpenShift
  - Image Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudowski.com: Openshift ImageStreams'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://cloudpak8s.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031398.859411
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'IBM Cloud Pak Playbook: cloudpak8s.io'
  v1_locations:
  - docs/ibm_cloud.md
  - docs/openshift.md
  v2_locations:
  - ibm_cloud.md
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering IBM Cloud
    Pak Playbook: cloudpak8s.io in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudpak8s.io/apps/cp4a_overview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032100.149043
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: IBM Cloud Pak Playbook
  v1_locations:
  - docs/demos.md
  - docs/ibm_cloud.md
  - docs/openshift.md
  v2_locations:
  - demos.md
  - ibm_cloud.md
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering IBM Cloud
    Pak Playbook in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudpundit.com/2020/09/22/dont-boil-the-ocean-to-create-your-cloud:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Advocates for an incremental, pragmatic approach to cloud migration
    and platform construction. Warns against the architectural antipattern of designing
    an overengineered, all-encompassing private or public cloud solution on day one
    instead of starting with minimal viable platforms.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Cloud Strategy
  - Migration Methodology
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "cloudpundit.com: Don’t boil the ocean to create your cloud \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://cloudscaling.com/blog/cloud-computing/the-history-of-pets-vs-cattle:
  description: "- __In the old way of doing things, we treat our servers like pets,
    for example Bob the mail server. If Bob goes down, it’s all hands on deck. The
    CEO can’t get his email and it’s the end of the world. In the new way, servers
    are numbered, like cattle in a herd. For example, www001 to www100. When one server
    goes down, it’s taken out back, shot, and replaced on the line.__\n    - ==Pets==:
    __Servers or server pairs that are treated as indispensable or unique systems
    that can never be down. Typically they are manually built, managed, and “hand
    fed”. Examples include mainframes, solitary servers, HA loadbalancers/firewalls
    (active/active or active/passive), database systems designed as master/slave (active/passive),
    and so on.__\n    - ==Cattle==: __Arrays of more than two servers, that are built
    using automated tools, and are designed for failure, where no one, two, or even
    three servers are irreplaceable. Typically, during failure events no human intervention
    is required as the array exhibits attributes of “routing around failures” by restarting
    failed servers or replicating data through strategies like triple replication
    or erasure coding. Examples include web server arrays, multi-master datastores
    such as Cassandra clusters, multiple racks of gear put together in clusters, and
    just about anything that is load-balanced and multi-master.__"
  year: '2021'
  stars: 0
  ai_summary: Unpacks the historical context of the 'Pets vs Cattle' cloud infrastructure
    analogy. Contrasts bespoke, manually maintained systems (pets) with standardized,
    automatically rebuilt, and ephemeral containerized node pools (cattle).
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cloud Architecture
  - Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudscaling.com: The History of Pets vs Cattle and How to Use the Analogy
    Properly'
  addition_method: manual
  v2_locations:
  - introduction.md
https://cloudskills.io/blog/git-azure-devops:
  addition_method: manual
  content_hash: 0f6f4a758b9bf5b93d6bd08641f5e3509efd1b680b57e34fd366d1d5c1c84203
  description: ''
  health_score: 100.0
  last_checked: 1779030736.757361
  stars: 0
  status: online
  title: "cloudskills.io: Getting Started with Git and Azure DevOps: The Ultimate'
    Guide \U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://cloudtips.nl/the-maester-terraform-module-8c68b2b68c51:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032170.997024
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: The Maester - Terraform Module
  v1_locations:
  - docs/iac.md
  - docs/kubernetes-tools.md
  - docs/terraform.md
  v2_locations:
  - iac.md
  - kubernetes-tools.md
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering The Maester
    - Terraform Module in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cloudtweaks.com/2019/05/devops-secure-and-scalable-ci-cd-pipeline-with-aws:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: An architectural guide detailing how to build highly secure, scalable
    CI/CD pipelines natively on AWS using CodePipeline, CodeBuild, and IAM roles.
    Discusses security integrations such as static analysis and automated vulnerability
    scanning at the ingest phase.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS
  - CI/CD & Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloudtweaks.com: DevOps - Secure and Scalable CI/CD Pipeline with AWS'
  addition_method: manual
  v2_locations:
  - devops.md
  - devops-tools.md
https://cloudyuga.guru/blogs/k8s-qos-oomkilled:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'This article provides a rigorous, technical exploration of how Kubernetes
    maps container memory/CPU requests and limits to Quality of Service (QoS) classes:
    Guaranteed, Burstable, and BestEffort. It details how the orchestrator translates
    these classes into Linux OOM scores, which the kernel uses to select victim processes
    during memory pressure. Mastering this mapping is vital for designing reliable,
    high-density cluster workloads.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Resource Management
  - QoS & OOM Score
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudyuga.guru: How does Kubernetes assign QoS class to pods through OOM
    score?'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://cloudyuga.guru/hands_on_lab/k8s-qos-oomkilled:
  addition_method: manual
  content_hash: cd75e5580b09ed11ee77f578f2ad7892db76470d91d4b4574f69dda3abfec66c
  description: ''
  health_score: 100.0
  last_checked: 1779030396.691481
  stars: 0
  status: online
  title: 'cloudyuga.guru: How does Kubernetes assign QoS class to pods through OOM''
    score?'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://cluster-api.sigs.k8s.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The home page of Cluster API (CAPI), a Kubernetes SIG project that implements
    declarative API-driven cluster management. Utilizing custom controllers and CRDs,
    CAPI treats clusters, machines, and control planes as native Kubernetes resources,
    enabling unified multi-cloud infrastructure automation.
  language: Go/Markdown
  resource_type: Website
  complexity: Advanced
  hierarchy:
  - Provisioning
  - Declarative Infrastructure
  - Core Engine
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ClusterAPI
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://cluster-api.sigs.k8s.io/tasks/experimental-features/cluster-class:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Outlines the ClusterClass feature inside Kubernetes Cluster API. Enables
    building reusable, abstract cluster topologies that simplify control-plane configuration
    and worker node pool management across diverse host infrastructure.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Cluster API
  - ClusterClass
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ClusterClass: Experimental Feature for Streamlined Cluster Lifecycle Management
    in Cluster API'
  addition_method: manual
  v2_locations:
  - gitops.md
  - iac.md
https://cmcrowell.com/cheat-sheet:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A concise aggregate cheat sheet mapping Linux sysadmin syntax, database
    queries, and cloud orchestration scripts. Simplifies multi-tool engineering routines
    by locating key operations under a single landing page.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - General References
  - Admin Shortcuts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cmcrowell.com/cheat-sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://cmder.net:
  description: ''
  addition_method: manual
  content_hash: fa2497b2062a9ac2f0b6adedfd771d38685f51faf00822e020b02ee9f9562230
  health_score: 100.0
  last_checked: 1779033592.94772
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2016'
  ai_summary: An introduction to Cmder, a highly popular portable console emulator
    for Windows built on ConEmu that provides built-in Git capabilities and alias
    configurations. While it served as the baseline console emulator for engineers
    seeking a bash-like experience, it is widely superseded by Windows Terminal 1.x.
    It remains a reliable fallback tool for legacy environments where Windows Terminal
    is not supported.
  language: N/A
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Development Environment
  - Windows Subsystem for Linux
  - Terminal Emulators
  is_microservice: false
  title: "cmder \U0001F31F"
https://cnab.io:
  description: ''
  addition_method: manual
  content_hash: 1f6ccadf4fe55b28fe56a25d41820dde0db95bf5f7d69b897890d2d1013be317
  health_score: 100.0
  last_checked: 1779029147.533721
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: The Cloud Native Application Bundle (CNAB) specification is a unified
    ecosystem standard for packaging, installing, and managing multi-service distributed
    apps. It merges disparate structures like Helm, Terraform, and Docker images into
    one lifecycle contract. The initiative is critical for complex hybrid-cloud delivery.
  language: None
  resource_type: Specification
  complexity: High
  hierarchy:
  - Application Delivery
  - Packaging & Bundling
  - Standards
  is_microservice: false
  title: 'cnab.io: CNABs facilitate the bundling, installing and managing of container-native''
    apps — and their coupled services'
https://code-dog.app:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: An automated code-review bot that provides static analysis feedback
    and structural code reviews directly on pull requests. Uses rule-based engines
    to identify code smells, potential bugs, and syntax inconsistencies across popular
    languages.
  language: N/A
  resource_type: Service
  complexity: Intermediate
  hierarchy:
  - DevOps
  - ChatOps
  - AI Assistants
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Code Dog
  addition_method: manual
  v2_locations:
  - git.md
https://code-maze.com/ci-jenkins-docker:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A tutorial guiding engineers on deploying and orchestrating Jenkins
    pipelines inside Docker containers. Emphasizes workflow automation, environment
    isolation, and clean container cleanup during continuous integration runs.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - Containerization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'code-maze.com: ci jenkins docker'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://code.claude.com/docs/en/terminal-config:
  addition_method: automatic
  ai_summary: '**Curator Insight:** Claude Code represents a massive paradigm shift
    in terminal-based CLI environments, transforming the shell into an interactive,
    agentic coding platform.

    **Live Grounding:** This configuration guide provides precise, actionable instructions
    for fine-tuning CLI interactions, custom notification hooks, sound-based approval
    alerts, and tmux integrations.

    *   **Architectural Significance:** Demonstrates how local terminal processes
    safely coordinate with cloud-hosted models using strict sandboxing and localized
    event listeners.

    *   **Technical Highlights:** Explains settings customization scopes, environment
    variable overrides, and the configuration of notification hooks to optimize developer
    attention budgets.'
  category: ai-agents-mcp
  complexity: advanced
  content_hash: 5e249a89200415b38019943ba0ffa45ca3bd85bd487958b32e06ded8ee3bb5c9
  description: Official instructions for configuring terminals running Claude Code,
    addressing multiline prompts, custom settings scopes, terminal bells, and macOS
    shortcuts.
  hierarchy:
  - Artificial Intelligence
  - Developer Tools
  - AI Coding Agents
  - CLI Configuration
  is_microservice: false
  language: en
  last_checked: 1780352272.994116
  reputation_status: Vetted
  reputation_summary: Highly vetted. Claude Code CLI is a production-stable tool with
    excellent reviews across Hacker News and Reddit communities.
  resource_type: documentation
  social_preview_url: https://claude-code.mintlify.app/_next/image?url=%2F_mintlify%2Fapi%2Fog%3Fdivision%3DInterface%26appearance%3Dsystem%26title%3DConfigure%2Byour%2Bterminal%2Bfor%2BClaude%2BCode%26description%3DFix%2BShift%252BEnter%2Bfor%2Bnewlines%252C%2Bget%2Ba%2Bterminal%2Bbell%2Bwhen%2BClaude%2Bfinishes%252C%2Bconfigure%2Btmux%252C%2Bmatch%2Bthe%2Bcolor%2Btheme%252C%2Band%2Benable%2BVim%2Bmode%2Bin%2Bthe%2BClaude%2BCode%2BCLI.%26logoLight%3Dhttps%253A%252F%252Fmintcdn.com%252Fclaude-code%252Fc5r9_6tjPMzFdDDT%252Flogo%252Flight.svg%253Ffit%253Dmax%2526auto%253Dformat%2526n%253Dc5r9_6tjPMzFdDDT%2526q%253D85%2526s%253D78fd01ff4f4340295a4f66e2ea54903c%26logoDark%3Dhttps%253A%252F%252Fmintcdn.com%252Fclaude-code%252Fc5r9_6tjPMzFdDDT%252Flogo%252Fdark.svg%253Ffit%253Dmax%2526auto%253Dformat%2526n%253Dc5r9_6tjPMzFdDDT%2526q%253D85%2526s%253D1298a0c3b3a1da603b190d0de0e31712%26primaryColor%3D%25230E0E0E%26lightColor%3D%2523D4A27F%26darkColor%3D%25230E0E0E%26backgroundLight%3D%2523FDFDF7%26backgroundDark%3D%252309090B&w=1200&q=100
  source_provenance: X.com (QuinnyPig)
  stars: 4
  status: online
  suggested_new_category: devops-tools
  tags:
  - DE FACTO STANDARD
  - ENTERPRISE-STABLE
  title: Configure your terminal for Claude Code - Claude Code Docs
  year: '2025'
https://code.egym.de/horizontal-pod-autoscaler-in-kubernetes-part-1-simple-autoscaling-using-metrics-server-929e96cc2ab2:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Part one of a series explaining resource gathering within Kubernetes.
    Focuses on setting up and tuning the default Kubernetes Metrics Server to allow
    simple horizontal pod scaling based on memory/CPU thresholds.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Kubernetes & Scaling
  - Metrics & Monitoring
  - Metrics Server
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'code.egym.de: Horizontal Pod Autoscaler in Kubernetes (Part 1) — Simple
    Autoscaling using Metrics Server'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://code.egym.de/vertical-pod-autoscaler-in-kubernetes-b12a5c61393f:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A foundational implementation guide focusing on configuring the Vertical
    Pod Autoscaler. Clearly demonstrates how to configure optimal threshold values,
    helping engineers avoid continuous restart-eviction cycles.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Resource Management
  - Vertical Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'code.egym.de: Vertical Pod Autoscaler in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://code.joejag.com/2021/i-am-aws-certified-should-you-trust-me.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An engineering critique detailing the practical limitations and real
    value of Cloud certification tracks. Argues cogently for prioritizing hands-on
    system building and debugging over standard textbook multiple-choice testing formats.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Professional Development
  - Opinion & Strategy
  - Certifications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: I'm AWS certified? Should you trust me?
  addition_method: manual
  v2_locations:
  - elearning.md
https://code.likeagirl.io/docker-setup-simple-application-with-mongodb-for-data-storage-272bdb3036ad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030610.628194
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'code.likeagirl.io: Docker: Setup Simple Application with MongoDB for Data''
    Storage'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering code.likeagirl.io:
    Docker: Setup Simple Application with MongoDB for Data'' Storage in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://code.tutsplus.com/tutorials/rest-vs-grpc-battle-of-the-apis--cms-30711:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032287.611381
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'REST vs. gRPC: Battle of the APIs'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering REST
    vs. gRPC: Battle of the APIs in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://code.visualstudio.com:
  description: ''
  addition_method: manual
  content_hash: c3c50a8f061161616e6c3a3783c83deffa3891653bae2a24cfe414f69e3e58d6
  health_score: 100.0
  last_checked: 1779030842.279687
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: VS Code stands as the preeminent local-to-cloud development environment,
    offering comprehensive extensibility for managing containerized applications and
    cloud infrastructure. By integrating terminal shells, GitOps pipelines, and YAML
    linting directly into the UI, it accelerates standard development workflows. It
    is the core platform around which modern cloud-native developer environments are
    built.
  language: TypeScript
  resource_type: IDE Platform
  complexity: Beginner
  hierarchy:
  - Documentation
  - Developer Tooling
  - IDE Platforms
  is_microservice: false
  title: 'code.visualstudio.com: Visual Studio Code'
https://code.visualstudio.com/blogs/2021/06/10/remote-repositories:
  description: ''
  addition_method: manual
  content_hash: e3767f503d90547e090c4895a5cb574e94dd947cf8af0bda1408bc5ec0f5cd77
  health_score: 100.0
  last_checked: 1779029459.224557
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: The official VS Code documentation introducing virtual file systems
    and remote repository integrations. It explains how developers can navigate, edit,
    and search remote codebases instantly without clone overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Collaboration
  - Remote Development
  - VS Code Tooling
  is_microservice: false
  title: "Remote Repositories \U0001F31F"
https://code.visualstudio.com/blogs/2021/10/20/vscode-dev?WT.mc_id=devcloud-46480-cxa:
  addition_method: manual
  content_hash: 77e9ffd05ce9c5bc89094f10ffe02454d9be4e754cf99edb47e4fb29e5066dd9
  description: ''
  health_score: 100.0
  last_checked: 1779029056.3679
  needs_ai_refresh: true
  stars: 0
  title: 'code.visualstudio.com: vscode.dev(!)'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://code.visualstudio.com/docs/azure/kubernetes:
  description: ''
  addition_method: manual
  content_hash: 6c06929236af06eafecdc5a45ed2ec89a83144f4df8b0dbd20731faf2ffa0c40
  health_score: 100.0
  last_checked: 1779031425.532768
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: The definitive architectural guide by Microsoft detailing Kubernetes
    cluster integration inside the IDE. It covers manifest management, log streaming,
    and remote debugging techniques essential for orchestrating distributed microservices.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - VS Code Tooling
  is_microservice: true
  title: Working with Kubernetes in VS Code
https://code.visualstudio.com/docs/copilot/overview:
  description: ''
  addition_method: manual
  content_hash: 146c1d3f794a0d9c79c45d1d9be96516d6a6174f75f3a2c0df57ac82f9826d46
  health_score: 100.0
  last_checked: 1779030034.578613
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: The official guide detailing configuration and prompt engineering practices
    for using GitHub Copilot inside VS Code. Essential for developers optimizing their
    generative AI workflow.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Development Environment
  - AI-Assisted Engineering
  - VS Code Tooling
  is_microservice: false
  title: 'code.visualstudio.com: GitHub Copilot in VS Code'
https://code.visualstudio.com/docs/datascience/data-wrangler:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Curator Insight outlines VS Code's visual data preparation extension.
    Live Grounding shows that Data Wrangler bridges the visual gap in exploratory
    data analysis (EDA), generating reproducible Python code in Pandas and Polars
    dialects directly inside Jupyter environments.
  language: Python
  resource_type: Tool Documentation
  complexity: Beginner
  hierarchy:
  - Data Science
  - Tooling
  - Data Wrangling
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Getting Started with Data Wrangler in VS Code
  addition_method: manual
  v2_locations:
  - demos.md
https://code.visualstudio.com/docs/editor/integrated-terminal:
  addition_method: manual
  content_hash: 59d82b23dc3e37c81cdd54c0eb808b62b2433fc566eea0670cd208bfa4077466
  description: ''
  health_score: 100.0
  last_checked: 1779032091.076869
  stars: 0
  status: online
  title: Integrated Terminal
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://code.visualstudio.com/docs/editor/versioncontrol:
  addition_method: manual
  content_hash: 08a30b246d1c850dfc56949b05d5bdeb0712aa55d87aa8ab17c2b977c1b8c9a0
  description: ''
  health_score: 100.0
  last_checked: 1779032184.866871
  stars: 0
  status: online
  title: Using Version Control in VS Code
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://code.visualstudio.com/docs/java/java-project:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Guide on setting up VS Code for enterprise Java development. Showcases
    full integration with Apache Maven, offering seamless debugging, project dependency
    visualization, and execution pipelines.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - IDE Integrations
  - VS Code Java
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'code.visualstudio.com: Java Project Management in VS Code'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://code.visualstudio.com/docs/sourcecontrol/overview:
  description: ''
  addition_method: manual
  content_hash: ca9d892187473e14d09fb96087e961ef9a13f9dbbb6c07142cc0b7f22419d0fd
  health_score: 100.0
  last_checked: 1779130494.967761
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2015'
  stars: 0
  ai_summary: The official guide detailing VS Code's native source control integration,
    enabling developers to execute Git workflows directly within the editor. It covers
    staging, committing, branching, and resolving merge conflicts without switching
    to an external terminal.
  language: Markdown
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - Version Control
  is_microservice: false
  title: Using Version Control in VS Code
https://code.visualstudio.com/docs/terminal/basics:
  description: ''
  addition_method: manual
  content_hash: bc875417bf381c54b67f6509195ddbf988e2585a10083abe52c8e9ade592f68f
  health_score: 100.0
  last_checked: 1779130495.007689
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2016'
  stars: 0
  ai_summary: Comprehensive documentation of VS Code's integrated terminal, highlighting
    support for multiple shells, profile configurations, and task automation without
    leaving the application window.
  language: Markdown
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - Productivity
  is_microservice: false
  title: Integrated Terminal
https://code.visualstudio.com/shortcuts/keyboard-shortcuts-linux.pdf:
  description: ''
  addition_method: manual
  content_hash: 6b4c15228763e7088a84b43e8b4063c22658fc9bdf8f903e10d3d039b9253d06
  health_score: 100.0
  last_checked: 1779030986.112041
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Official documentation highlighting native Linux keyboard configurations
    in VS Code, detailing shortcut bindings optimized for desktop environments running
    across various Linux distributions.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: 'code.visualstudio.com: keyboard shortcuts for Linux'
https://code.visualstudio.com/shortcuts/keyboard-shortcuts-macos.pdf:
  description: ''
  addition_method: manual
  content_hash: adc8651d12a6efca877f34991a1dae66a6f7f3da3e0a29d654fb9145d9b0398d
  health_score: 100.0
  last_checked: 1779031351.946148
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Official reference guide mapping out macOS keyboard shortcuts in VS
    Code. Highly useful for standardizing mouse-free developer environments and boosting
    engineering execution speed on Apple hardware.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: 'code.visualstudio.com: keyboard shortcuts for macOS'
https://code.visualstudio.com/shortcuts/keyboard-shortcuts-windows.pdf:
  description: ''
  addition_method: manual
  content_hash: b506af005a8a81952aed09e56515b127eae6cfd30f1bfbb563c86e5d5ef53d35
  health_score: 100.0
  last_checked: 1779031099.274281
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Official PDF reference manual containing native Windows keyboard shortcuts
    for VS Code. Establishes critical key combination patterns for navigation, terminal
    toggles, multi-cursor editing, and refactoring commands.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: 'code.visualstudio.com: keyboard shortcuts for Windows'
https://code.visualstudio.com/updates:
  addition_method: manual
  content_hash: 616b20408208ff618eb627b4845cffa696d673acafca27d440b77d95b6d7e902
  description: ''
  health_score: 100.0
  last_checked: 1779030267.693409
  stars: 0
  status: online
  title: VSCode Updates
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://code.visualstudio.com/updates/v1_120:
  description: ''
  addition_method: manual
  content_hash: 1cec3d87564a1c68f19475ed0cc875323d68bb5d474b0db3a601f50b4c927093
  health_score: 100.0
  last_checked: 1779130494.933967
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  stars: 0
  ai_summary: Official release notes detailing the latest features, UX enhancements,
    and API updates of the monthly VS Code release cycle, highlighting ongoing integrations
    with AI agents and modern platform tooling.
  language: Markdown
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - Release Notes
  is_microservice: false
  title: VSCode Updates
https://code.visualstudio.com/updates/v1_120/v1_46:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.00055
  review_metadata:
    original_url: https://code.visualstudio.com/updates/v1_120/v1_46
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:55.000553'
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering code.visualstudio.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://code.visualstudio.com/updates/v1_46:
  addition_method: manual
  content_hash: 20bc67890f72a2ec85a95c3b852c2e894cd61d69ed160ee6171864b94c7fd564
  description: ''
  health_score: 100.0
  last_checked: 1779030230.458468
  stars: 0
  status: online
  title: "Flexible layout \U0001F31F"
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://codebeautify.org/yaml-validator:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A versatile online conversion and code-beautifying utility. It formats,
    lints, and transforms nested JSON and YAML configurations, helping developers
    quickly test structures from web browsers.
  language: N/A
  resource_type: tool
  complexity: beginner
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Validation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: codebeautify.org/yaml-validator
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://codeberg.org/hjacobs/kube-downscaler:
  description: ''
  addition_method: manual
  content_hash: 282b96be5a901f9ad83e66bb7c4b5fe961801e7d2ff5f39ce9bd17f5d9ac0d16
  health_score: 100.0
  last_checked: 1779032220.226394
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: A controller designed to scale down target environments (deployments,
    cronjobs, statefulsets) during night and weekend phases. It serves as an optimal
    solution to dramatically reduce cloud provider billing for staging environments.
  language: Python
  resource_type: Kubernetes Operator
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Resource Optimization
  - Autoscaling
  is_microservice: false
  title: "codeberg.org/hjacobs/kube-downscaler: Kubernetes Downscaler \U0001F31F"
https://codeberg.org/hjacobs/kube-janitor:
  description: ''
  addition_method: manual
  content_hash: cb54d2f5d93f3e1fac684b9b86ef71cf1900b75a1972d9706ffc91ab45e4c4c0
  health_score: 100.0
  last_checked: 1779030589.969411
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A declarative janitor utility designed to clean up temporary cluster
    resources based on time-to-live (TTL) rules or custom annotations. Highly utilized
    in QA/Dev clusters to automatically purge leaked namespaces and test deployments.
    While migrated to Codeberg, the tool is robust and actively supported for resource
    hygiene.
  language: Python
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Operations
  - Resource Management
  - Garbage Collection
  is_microservice: false
  title: Kubernetes Janitor
https://codeburst.io/7-kubernetes-security-best-practices-you-must-follow-ae32f1ed6444:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Outlines fundamental security practices for Kubernetes workloads, focusing
    on enabling RBAC, using namespaces for boundary control, managing secrets securely,
    and upgrading Kubernetes control planes to address known CVEs.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Cluster Hardening
  - Operational Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'codeburst.io: 7 Kubernetes Security Best Practices You Must Follow'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://codeburst.io/a-resource-for-all-things-git-b63d6626beca:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Synthesized index of Git education sheets, virtual playgrounds, interactive
    command simulators, and troubleshooting maps, serving as a master curriculum for
    development teams.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Version Control
  - Reference Lists
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codeburst.io: A Resource for all Things Git'
  addition_method: manual
  v2_locations:
  - git.md
https://codeburst.io/creating-a-local-development-kubernetes-cluster-with-k3s-and-traefik-proxy-7a5033cb1c2d:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A quick-start configuration tutorial demonstrating how to build a responsive,
    low-footprint local testing cluster using K3s with the integrated Traefik proxy
    acting as the microservice ingress controller.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Edge & IoT
  - Local Development
  - Traefik Ingress
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'codeburst.io: Creating a Local Development Kubernetes Cluster with k3s and
    Traefik Proxy'
  addition_method: manual
  v2_locations:
  - rancher.md
https://codeburst.io/debug-your-code-using-git-bisect-45db2983cc69:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Explains git bisect's binary search functionality. Walks through isolating
    historical commits responsible for introducing functional regressions and automating
    test script execution during debugging cycles.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codeburst.io: Debug your code using git bisect'
  addition_method: manual
  v2_locations:
  - git.md
https://codeburst.io/getting-started-with-kubernetes-deploy-a-docker-container-with-kubernetes-in-5-minutes-eb4be0e96370:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'A rapid prototyping guide targeting beginners to container orchestration,
    showcasing how to deploy an existing Docker container onto a Kubernetes cluster
    in under five minutes. (Live Grounding: Excellent for quick onboarding, though
    skips advanced security context configurations and networking rules).'
  language: YAML/Shell
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Cloud-Native Infrastructure
  - Kubernetes Core
  - Container Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'codeburst.io: getting started with kubernetes, deploy a docker container
    in 5 minutes'
  addition_method: manual
  v2_locations:
  - demos.md
https://codeburst.io/google-kubernetes-engine-logging-by-example-df6946dcba6b:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Demonstrates structured logging patterns using Google Cloud Logging
    (formerly Stackdriver) inside GKE. Guides developers on outputting logs in structured
    JSON formats to facilitate unified search queries, metrics extraction, and alert
    generation. While older, the foundational concepts of structured observability
    remain highly applicable.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codeburst.io: Google Kubernetes Engine Logging by Example'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://codeburst.io/kubernetes-ckad-weekly-challenges-overview-and-tips-7282b36a2681:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A high-yield challenge series tailored for the Certified Kubernetes
    Application Developer (CKAD) exam. Focuses on masterclass proficiency in fast
    imperative CLI commands, multi-container configurations, config-injection, and
    network troubleshooting techniques.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Education
  - Certification
  - CKAD
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Kubernetes CKAD Example Exam Questions Practical Challenge Series
  addition_method: manual
  v2_locations:
  - demos.md
https://codeburst.io/spinnaker-by-example-part-1-c4de9180d689:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Curator Insight targets the first installment of a practical multi-part
    series exploring foundational Spinnaker patterns. Live Grounding points to this
    series as a highly detailed breakdown of pipelines, stages, and execution models.
    It is highly recommended for understanding Spinnaker's state machine execution
    logic.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Spinnaker Setup
  - Orchestration Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codeburst.io: Spinnaker by Example: Part 1'
  addition_method: manual
  v2_locations:
  - demos.md
https://codeburst.io/spinnaker-by-example-part-2-6f92a1fdaedf:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Curator Insight covers the second installment of 'Spinnaker by Example',
    shifting focus toward manual judgements and validation triggers. Live Grounding
    confirms that incorporating human gates into automated delivery pathways is crucial
    for enterprise governance. The examples remain valuable for compliance-focused
    teams.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Spinnaker Setup
  - Orchestration Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codeburst.io: Spinnaker by Example: Part 2'
  addition_method: manual
  v2_locations:
  - demos.md
https://codeburst.io/spinnaker-by-example-part-3-c6ed9ac5f8ce:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Curator Insight details the third installment of the series, showing
    advanced stage configurations and automated rollback procedures. Live Grounding
    validates that automated rollback on application health degradation is Spinnaker's
    premier capability. This design pattern minimizes production downtime during problematic
    deployments.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Spinnaker Setup
  - Orchestration Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codeburst.io: Spinnaker by Example: Part 3'
  addition_method: manual
  v2_locations:
  - demos.md
https://codecatalyst.aws/explore:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Amazon CodeCatalyst is an enterprise-grade cloud development service
    that streamlines software delivery on AWS. It integrates team collaboration, CI/CD,
    issue tracking, and cloud development environments (CDEs) under a unified SaaS
    framework. Crucial for software engineering directors establishing rapid, compliant
    application delivery loops.
  language: N/A
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - CI/CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon CodeCatalyst
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://codeengineered.com/blog/2020/helm-find-charts:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A historical landscape overview detailing key public repositories and
    search indexes for sourcing verified Helm charts. This serves as a foundational
    reference for understanding the historical transition from disparate registries
    to modern unified catalogs.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Chart Discovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codeengineered.com: 4 Places To Find Helm Charts'
  addition_method: manual
  v2_locations:
  - helm.md
https://codefresh.io:
  addition_method: manual
  content_hash: c5b89e256399ff84c91434c748a633841df6651452f4ae81f74a024bd49eb2e0
  description: ''
  health_score: 100.0
  last_checked: 1779033211.309474
  stars: 0
  status: online
  title: Codefresh
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://codefresh.io/about-gitops/applied-gitops-with-kustomize:
  addition_method: manual
  content_hash: 5ae0c238d46eba463cdda45774b93efa0d0f7aba222e154d930a8c8c08578f8d
  description: ''
  health_score: 100.0
  last_checked: 1779032101.905362
  stars: 0
  status: online
  title: 'codefresh.io: Applied GitOps with Kustomize'
  v1_locations:
  - docs/kustomize.md
  year: N/A
https://codefresh.io/about-gitops/branches-gitops-environments:
  addition_method: manual
  content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472
  description: ''
  health_score: 100.0
  last_checked: 1779030983.31864
  stars: 0
  status: online
  title: 'codefresh.io: Stop Using Branches for Deploying to Different GitOps Environments'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://codefresh.io/about-gitops/gitops-for-infrastructure-and-applications:
  addition_method: manual
  content_hash: 4686d66e56913576d702fb3e56a63f7b09223ffdbb0deae915c87273ff68872e
  description: ''
  health_score: 100.0
  last_checked: 1779030426.110526
  stars: 0
  status: online
  title: 'codefresh.io: Using GitOps for Infrastructure and Applications With Crossplane''
    and Argo CD'
  v1_locations:
  - docs/crossplane.md
  year: N/A
https://codefresh.io/about-gitops/pains-gitops-1-0:
  addition_method: manual
  content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472
  description: ''
  health_score: 100.0
  last_checked: 1779034037.935513
  stars: 0
  status: online
  title: 'codefresh.io: The pains of GitOps 1.0'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://codefresh.io/blog/how-to-model-your-gitops-environments-and-promote-releases-between-them:
  addition_method: manual
  content_hash: 5537a86599bc756fe86bcb381db7c1793dd000a2271c19b1498049e5eaeef55c
  description: ''
  health_score: 100.0
  last_checked: 1779030500.315214
  stars: 0
  status: online
  title: "==codefresh.io: How to Model Your Gitops Environments and Promote Releases'
    between Them== \U0001F31F"
  v1_locations:
  - docs/gitops.md
  year: N/A
https://codefresh.io/blog/kubernetes-antipatterns-1:
  addition_method: manual
  content_hash: 52117933a51b0c11f94eea34f73056b95ccdc390c540dca952a7245ada44824e
  description: ''
  health_score: 100.0
  last_checked: 1779031469.177367
  stars: 0
  status: online
  title: 'codefresh.io: Kubernetes Deployment Antipatterns – part 1'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://codefresh.io/blog/kubernetes-antipatterns-2:
  addition_method: manual
  content_hash: 0d6362111d7da6211c8c0cd56f07cad69fd8e085d59248fbf9985c42bcad657d
  description: ''
  health_score: 100.0
  last_checked: 1779032902.832071
  stars: 0
  status: online
  title: 'codefresh.io: Kubernetes Deployment Antipatterns – part 2'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://codefresh.io/blog/progressive-delivery-for-kubernetes-config-maps-using-argo-rollouts:
  addition_method: manual
  content_hash: 6b198f49d9711a497f15a6da56c880503e1892be42d081099d23dd665ad03a41
  description: ''
  health_score: 100.0
  last_checked: 1779032346.266387
  stars: 0
  status: online
  title: 'codefresh.io: Progressive delivery for Kubernetes Config Maps using Argo''
    Rollouts'
  v1_locations:
  - docs/argo.md
  year: N/A
https://codefresh.io/blog/using-argo-cd-and-kustomize-for-configmap-rollouts:
  addition_method: manual
  content_hash: 5a67092ce19f58852c67a8dc5e4e6174e05c0f4d80b5f27505a2d97d3e6944c8
  description: ''
  health_score: 100.0
  last_checked: 1779033336.585022
  stars: 0
  status: online
  title: "==codefresh.io: Using Argo CD and Kustomize for ConfigMap Rollouts== \U0001F31F\U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://codefresh.io/containers/docker-anti-patterns:
  addition_method: manual
  content_hash: 66f2b0a65719e381fe146228bf5a8003f14301362b775cc4975a8498d80acb20
  description: ''
  health_score: 100.0
  last_checked: 1779030712.886811
  stars: 0
  status: online
  title: "codefresh.io: Docker anti-patterns \U0001F31F"
  v1_locations:
  - docs/docker.md
  year: N/A
https://codefresh.io/devops/pains-gitops-1-0:
  addition_method: manual
  content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472
  description: ''
  health_score: 100.0
  last_checked: 1779031793.827901
  stars: 0
  status: online
  title: "codefresh.io: The pains of GitOps 1.0 \U0001F31F"
  v1_locations:
  - docs/gitops.md
  year: N/A
https://codefresh.io/helm-tutorial/kanban-promotion-boards:
  addition_method: manual
  content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472
  description: ''
  health_score: 100.0
  last_checked: 1779029932.047055
  stars: 0
  status: online
  title: "codefresh.io: Using a Kanban board to manage and promote Helm Releases \U0001F31F"
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://codefresh.io/helm-tutorial/taking-helm-3-spin:
  addition_method: manual
  content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472
  description: ''
  health_score: 100.0
  last_checked: 1779030983.319752
  stars: 0
  status: online
  title: 'codefresh.io: Using Helm 3 with Helm 2 charts'
  v1_locations:
  - docs/helm.md
  year: N/A
https://codefresh.io/helm-tutorial/using-helm-with-gitops:
  addition_method: manual
  content_hash: 580236e6727d60c7192f915d47ac819ff0a88b1165845d880227b3d65994db08
  description: ''
  health_score: 100.0
  last_checked: 1779034135.536391
  stars: 0
  status: online
  title: "codefresh.io: Using Helm with GitOps \U0001F31F"
  v1_locations:
  - docs/helm.md
  year: N/A
https://codefresh.io/howtos/local-k8s-draft-skaffold-garden:
  addition_method: manual
  content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472
  description: ''
  health_score: 100.0
  last_checked: 1779034131.64498
  stars: 0
  status: online
  title: 'codefresh.io: The ultimate guide for local development on Kubernetes: Draft''
    vs Skaffold vs Garden.io'
  v1_locations:
  - docs/scaffolding.md
  year: N/A
https://codefresh.io/kubernetes-tutorial/okteto:
  addition_method: manual
  content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472
  description: ''
  health_score: 100.0
  last_checked: 1779029151.726152
  stars: 0
  status: online
  title: "codefresh.io: Tutorial - Local Kubernetes Development with Okteto \U0001F31F"
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://codefresh.io/kubernetes-tutorial/telepresence-2-local-development:
  addition_method: manual
  content_hash: 397a3d4f5a4148567ab3711ffd6ce687b01d79b986b884abe8ece82fdecab472
  description: ''
  health_score: 100.0
  last_checked: 1779032257.050556
  stars: 0
  status: online
  title: 'codefresh.io: Using Telepresence 2 for Kubernetes debugging and local development'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://codegiant.io/home:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A proprietary development suite offering integrated task tracking, git
    repositories, and continuous integration pipelines. It centralizes workflow management
    in a single interface to minimize multi-tool licensing costs.
  language: English
  resource_type: Platform / SaaS
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - CI/CD & Issue Tracking Platforms
  - All-in-One
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'codegiant.io: Build software faster'
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://codely.com/en:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Spanish-language portal dedicated to Domain-Driven Design (DDD), Clean
    Code, CQRS patterns, and resilient microservice designs. It details testing strategies
    for highly decoupled, container-centric production architectures.
  language: Spanish
  resource_type: Training Platform
  complexity: Advanced
  hierarchy:
  - Software Development
  - Software Architecture
  - DDD & Testing
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: codely.tv
  addition_method: manual
  v2_locations:
  - elearning.md
https://codely.tv:
  addition_method: manual
  content_hash: 6eb312b14121050a88491bcf4d3cabc8e781402c55b54298304ea21c762ee80e
  description: ''
  health_score: 100.0
  last_checked: 1779032875.237904
  stars: 0
  status: online
  title: codely.tv
  v1_locations:
  - docs/elearning.md
  year: N/A
https://codeopinion.com/event-sourcing-vs-event-driven-architecture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This guide highlights the architectural differences between Event Sourcing
    (rebuilding state via a series of domain events) and Event-Driven Architecture
    (routing state transitions between services). It prevents common microservice
    anti-patterns.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Patterns
  - Event Sourcing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'codeopinion.com: Event Sourcing vs Event Driven Architecture'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://codeopinion.com/splitting-up-a-monolith-into-microservices:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A tactical architectural guide detailing strategies to transition from
    a single monolithic code base to a decoupled microservice topology. Outlines bounded
    contexts, logical code isolation within the monolith, and utilizing transactional
    outbox patterns to prevent distributed split-brain scenarios.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Software Architecture
  - Microservices
  - Decomposition Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "codeopinion.com: Splitting up a Monolith into Microservices \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://codeopinion.com/troubleshooting-kafka-with-2000-microservices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A heavy-duty post-mortem and diagnostics reference analyzing event-driven
    topologies operating thousands of microservices. Addresses cluster starvation,
    schema registration bottlenecks, consumer lag detection, and the architectural
    overhead of massive multi-tenancy.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Event-Driven Architectures
  - Observability & Diagnostics
  - Kafka at Scale
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'codeopinion.com: Troubleshooting Kafka with 2000 Microservices'
  addition_method: manual
  v2_locations:
  - demos.md
https://codersociety.com/blog/articles/helm-best-practices:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curated list of 13 foundational design patterns and practices for Helm
    charts. Topics include semantic versioning compliance, clean separation of concerns
    within values files, and keeping dependencies decoupled.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Design Patterns
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codersociety.com: 13 Best Practices for using Helm'
  addition_method: manual
  v2_locations:
  - helm.md
https://coderstan.com/2022/07/15/spark-on-kubernetes-launching-millions-of-spark-executors:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Shares high-scale operational insights and hard-earned engineering lessons
    from managing millions of Spark executors on Kubernetes clusters. Details scheduling
    bottlenecks, DNS limits, local SSD configurations, and executor startup latency
    optimizations. Live Grounding highlights these exact tuning principles as standard
    operating procedures for operating hyperscale, cost-efficient data platforms today.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data & AI
  - Apache Spark
  - Performance & Tuning
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'coderstan.com: Apache Spark on Kubernetes—Lessons Learned from Launching
    Millions of Spark Executors (Databricks Data+AI Summit 2022)'
  addition_method: manual
  v2_locations:
  - kubernetes-bigdata.md
https://codesolid.com/how-to-use-docker-with-python:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This tutorial outlines the process of containerizing Python-based workloads
    (Flask, Django, or FastAPI) and managing them with Docker Compose. It guides the
    reader through structuring multi-stage Dockerfiles to optimize image layers, implementing
    virtual environment packaging, and handling dependency caching. It serves as an
    architectural blueprint for packaging Python backends cleanly and consistently.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Application Development
  - Python
  - Local Environments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'codesolid.com: How To Use Docker and Docker Compose With Python'
  addition_method: manual
  v2_locations:
  - docker.md
https://codesolid.com/python-lists:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Interactive educational package focused on Python
    sequence objects, list arrays, and mutation mechanics.

    Live Grounding: Outlines list creation, slice manipulation, and performance attributes
    of dynamic array sequences inside basic programmatic workflows.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "codesolid.com: Python Lists for Beginners: A Complete Lesson With Exercises
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://codewithme.cloud/posts/2024/02/why-arent-you-using-secretless-authentication:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Advocates for the total elimination of secrets from application codebases
    by implementing Managed Identities. In 2026, secretless authentication using Managed
    Identities is the standard approach for cloud-native workloads, significantly
    reducing the risk of security leaks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Identity & Access
  - Cloud Security
  - Workload Identity
  - Managed Identities
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'codewithme.cloud: Why aren’t you using Managed Identities?!'
  addition_method: manual
  v2_locations:
  - azure.md
https://codingfriend.medium.com/docker-swarm-cheatsheet-22665e3278b1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030680.121519
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'codingfriend.medium.com: Docker Swarm Cheatsheet (2017)'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering codingfriend.medium.com:
    Docker Swarm Cheatsheet (2017) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://codingharbour.com/kafkacat-cheatsheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An administrative cheat sheet for kafkacat (now rebranded as kcat).
    Curator Insight points out how easily it debugs real-time events. Live Grounding
    verifies kcat as the preferred CLI tool for stream diagnostic tasks.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Architecture
  - Data Pipelines
  - Apache Kafka
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'codingharbour.com: kafkacat cheatsheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://codingpotions.com/salarios-programadores-2021:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed market survey of software developer compensation in Spain
    for 2021. It serves as a historical baseline analyzing local salary ranges across
    front-end, back-end, and cloud specialties compared to remote international offers.
  language: Spanish
  resource_type: report
  complexity: Beginner
  hierarchy:
  - Industry Analysis
  - Regional Markets
  - Spain Tech Ecosystem
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codingpotions.com: ¿Cuánto cobra un programador en España en 2021?'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://colab.research.google.com/drive/1m6ZjIJBxU20kxI9zTZqeMEVSq1FL0pNa?usp=sharing:
  addition_method: manual
  content_hash: cbc6133002b8dc0dc56ddde5c8c7b54b676c1ba874e17b68f47df0262b029dda
  description: ''
  health_score: 100.0
  last_checked: 1779030295.960024
  needs_ai_refresh: true
  stars: 0
  title: Sport Car Price Prediction.ipynb
  v1_locations:
  - docs/mlops.md
  year: N/A
https://collabnix.com/10-kubernetes-best-practices-to-get-you-started:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Focuses on establishing safe deployment defaults. Recommends running
    lightweight containers, defining non-root user execution, leveraging health checks,
    configuring namespace RBAC boundaries, and separating configs from builds.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Operations
  - Best Practices
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'collabnix.com: 10 Kubernetes Best Practices to Get You Started'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://collabnix.com/applying-devsecops-practices-to-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the technical implementation of DevSecOps pipelines targeting
    Kubernetes applications. Discusses how to configure automated feedback loops between
    static manifest linters, container register vulnerability databases, and runtime
    audit monitors. Crucial for scaling secure delivery pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - Continuous Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'collabnix.com: Applying DevSecOps Practices to Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://collabnix.com/kubernetes-crud-operation-using-go-on-docker-desktop:
  addition_method: manual
  ai_summary: Curator Insight details setting up a local Docker Desktop Kubernetes
    instance and running basic CRUD client-go scripts. Live Grounding identifies this
    as an entry-level tutorial for engineers bridging local development with Kubernetes
    API fundamentals. It covers authentication via kubeconfig and resource life cycle
    actions.
  complexity: Beginner
  content_hash: a684eafda6342a6603be72a60269cecf4577c35a9d00b8dd2c39adaf15e6fbd0
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Kubernetes Development
  - Go Client-Go
  - Local Sandbox
  is_microservice: false
  language: English
  last_checked: 1779029059.474892
  needs_ai_refresh: true
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'collabnix.com: Kubernetes CRUD Operation using Go on Docker Desktop'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://collabnix.com/the-rise-of-kubernetes-and-ai-kubectl-openai-plugin:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Focuses on the Kubectl OpenAI plugin, showing how natural language commands
    can be compiled directly into active Kubernetes cluster API calls. It simplifies
    YAML definition generation and debugging workflows, lowering barrier-to-entry.
    A great case study in operations-focused developer tooling.
  language: Go
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native Operations
  - AI-Powered Operations (AIOps)
  - Kubernetes Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'collabnix.com: The Rise of Kubernetes and AI – Kubectl OpenAI plugin'
  addition_method: manual
  v2_locations:
  - ai.md
https://collabnix.com/the-ultimate-docker-tutorial-for-automation-testing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep-dive guide focusing on leveraging Docker containers for automated
    test environments. Explains container lifecycle management, mounting volumes,
    networking configurations, and parallel test execution wrappers.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Containerization
  - Docker Testing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'collabnix.com: The Ultimate Docker Tutorial for Automation Testing'
  addition_method: manual
  v2_locations:
  - qa.md
https://collabnix.com/top-10-kubernetes-tools-you-need-for-2021:
  description: ''
  addition_method: manual
  content_hash: b888503a01bfc2f9e036c3459bf30a7de6d32f88cfd03e29d8a65198c2cd9c4e
  health_score: 100.0
  last_checked: 1779032196.926633
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A curated industry roundup detailing popular and utility-driven Kubernetes
    management tools. Highlights solutions targeting troubleshooting, security analysis,
    and configuration auditing, providing engineers with a concise menu of modern
    infrastructure tooling.
  language: Bash
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Operations
  - Curation
  is_microservice: false
  title: 'collabnix.com: Top 10 Kubernetes Tools You Need for 2021 – Part 1'
https://collabnix.github.io/docker-community-extensions:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A community-driven catalog indexing Docker Desktop extensions, which
    expand container runtime tooling into IDEs and local dashboards. Assists engineering
    teams in building customized workflows directly within the Docker Desktop environment.
    Provides concrete examples of utility integrations for local testing of cloud
    services.
  language: JavaScript/TypeScript
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Containers
  - Docker
  - Extensions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "collabnix.github.io: Docker Extensions \U0001F31F"
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://collabnix.github.io/kubetools:
  description: ''
  addition_method: manual
  content_hash: 6c490400234f24034695b7d0c7caf515bc83cea300edb468aedbd52b5b7d233b
  health_score: 100.0
  last_checked: 1779030553.915078
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/other-awesome-lists.md
  v2_locations:
  - kubernetes-tools.md
  - index.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An extensive community-driven index of Kubernetes open-source software,
    CLI wrappers, and development utilities. Acts as a prominent repository of engineering
    resources, classifying tools by functional domain from development platforms to
    production monitoring.
  language: Markdown
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Operations
  - Curation
  is_microservice: false
  title: "collabnix.github.io/kubetools \U0001F31F"
  is_special: true
https://collabnix.github.io/terraform:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A collaborative, multi-step reference hub designed to systematically
    introduce DevOps engineers to Terraform. Covers declarative state files, modular
    organization, provider configurations, and deployment strategies across multiple
    hyper-scale cloud providers.
  language: HCL
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - Learning Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: terraform.collabnix.com
  addition_method: manual
  v2_locations:
  - demos.md
https://commandline.ninja:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A technical blog dedicated to command-line engineering, shell scripting,
    and infrastructure automation across Windows and Linux environments. Provides
    engineers with targeted code snippets, pipeline enhancements, and automation scripts
    to optimize daily multi-cloud environments.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Community
  - Blogs
  - CLI & Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: CommandLine Ninja
  addition_method: manual
  v2_locations:
  - azure.md
https://commandline.ninja/use-powershell-to-find-services-configured-to-run-as-another-user:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Outlines an automated auditing solution leveraging custom WMI queries
    to locate active background services configured with custom service-account parameters
    rather than default LocalSystem context pools.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Security Operations
  - Windows OS
  - Service Accounts
  - Privilege Audit
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'commandline.ninja: Use Powershell to find windows services configured to
    run as another user'
  addition_method: manual
  v2_locations:
  - azure.md
https://commandline.ninja/video-intro-to-secret-management-with-powershell:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A video guide showing configurations for Microsoft.PowerShell.SecretManagement
    modules. Integrates various security vaults with development platforms securely.
  language: PowerShell
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure Automation
  - Secret Management
  - Security Engineering
  - PowerShell Secrets
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'commandline.ninja: Video Intro to Secret Management with Powershell'
  addition_method: manual
  v2_locations:
  - azure.md
https://commons.openshift.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: OpenShift Commons acts as a central ecosystem accelerator, connecting
    partners, upstream developers, and enterprise end-users. It hosts targeted working
    groups on virtualization, AI integrations, and infrastructure automation, ensuring
    real-world operational feedback loops directly influence product engineering.
  language: English
  resource_type: Community Portal
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Community & Collaboration
  - OpenShift Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: OpenShift Commons
  addition_method: manual
  v2_locations:
  - openshift.md
? https://community.atlassian.com/forums/Bitbucket-questions/configure-bitbucket-pipelines-yml-to-automatically-merge-feature/qaq-p/793222
: description: ''
  year: '2019'
  stars: 2
  ai_summary: A community-focused guide outlining configuration recipes for automerging
    feature branches into staging or master using `bitbucket-pipelines.yml`. Uses
    shell scripts and pipeline runners to securely push merge commits back to the
    remote repository.
  language: YAML
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Integration
  - Bitbucket Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Configure bitbucket-pipelines.yml to automatically merge feature branch to
    master?
  addition_method: manual
  v2_locations:
  - git.md
? https://community.atlassian.com/forums/Teamwork-Collection-articles/How-to-run-a-marketing-campaign-from-kickoff-to-launch-using/ba-p/3183852
: addition_method: automatic
  ai_summary: This practical guide outlines an end-to-end campaign coordination workflow
    leveraging the Atlassian Teamwork Collection (Confluence, Jira, Loom, and the
    Rovo AI agent). It demonstrates how to utilize Rovo AI for draft expansion, capture
    meeting outputs with AI-powered notes, and link Confluence strategic briefs directly
    with trackable Jira issues and epics, establishing a unified system of work for
    cross-functional product and marketing teams.
  category: project-management-tools
  complexity: Beginner
  content_hash: 521bfc368903ccd88d9f267d47541360c8127cf6091313ddb440d13493d0cc4b
  description: Learn how to keep multi-channel campaigns aligned from brief to launch
    using Confluence, Jira, Loom, and Rovo.
  hierarchy:
  - Management
  - Project Management
  - Atlassian Suite
  is_microservice: false
  language: en
  last_checked: 1780352720.351771
  reputation_status: Vetted
  reputation_summary: Official Atlassian community guide demonstrating enterprise
    collaboration product flows.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  title: How to run a marketing campaign from kickoff to launch using Teamwork Collection
  year: '2026'
? https://community.atlassian.com/t5/Bitbucket-questions/configure-bitbucket-pipelines-yml-to-automatically-merge-feature/qaq-p/793222
: addition_method: manual
  content_hash: 2b584970715dc3d5c30767ce150487542996519d242bb8ebb7f8aab8c4a56321
  description: ''
  health_score: 100.0
  last_checked: 1779033218.918472
  stars: 0
  title: Configure bitbucket-pipelines.yml to automatically merge feature branch to
    master?
  v1_locations:
  - docs/git.md
  year: N/A
https://community.aws/kubernetes:
  addition_method: manual
  content_hash: 54afa79a4b27d7657455be5dfb12c3c6dccb1580b6ab07a0ccdcc4aa9d558fb1
  description: ''
  health_score: 100.0
  last_checked: 1779034035.018308
  stars: 0
  status: online
  title: community.aws/kubernetes
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://community.aws/training:
  addition_method: manual
  content_hash: 54afa79a4b27d7657455be5dfb12c3c6dccb1580b6ab07a0ccdcc4aa9d558fb1
  description: ''
  health_score: 100.0
  last_checked: 1779030861.992095
  stars: 0
  status: online
  title: 'community.aws/training: Training and Certification'
  v1_locations:
  - docs/aws-training.md
  year: N/A
https://community.dataminer.services/ci-cd-and-the-agile-principles:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates the alignment of continuous integration pipelines with foundational
    Agile methodologies. Focuses on how automated testing and daily release cycles
    strengthen feedback loops.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - DevOps
  - Agile
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'community.dataminer.services: CI/CD and the Agile Principles'
  addition_method: manual
  v2_locations:
  - cicd.md
https://community.f5.com/kb/technicalarticles/what-is-kubernetes/281010:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Explains basic Kubernetes capabilities from a high-performance application
    delivery and network security perspective. Covers traffic management, container
    runtimes, and ingress controller integrations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Introduction
  - Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devcentral.f5.com: What is Kubernetes?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
? https://community.hpe.com/hpeb/plugins/custom/hp/hpebresponsive/custom.bounce_endpoint?referer=https%3A%2F%2Fcommunity.hpe.com%2Ft5%2FHPE-Ezmeral-Uncut%2FContainers-vs-VMs-What-s-the-difference%2Fba-p%2F7147090
: description: ''
  year: '2021'
  stars: 4
  ai_summary: Compares hardware-level hypervisor virtualization (VMs) against kernel-level
    OS virtualization (Containers). The analysis targets engineering constraints around
    performance, boot speeds, immutable deployment architectures, and compute efficiency,
    aiding architects in selecting virtualization tiers.
  language: English
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Virtualization & Containers
  - Architecture Comparison
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'community.hpe.com: Containers vs. VMs: What’s the difference?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://community.hpe.com/t5/HPE-Ezmeral-Uncut/Containers-vs-VMs-What-s-the-difference/ba-p/7147090:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030843.228591
  stars: 0
  title: 'community.hpe.com: Containers vs. VMs: What’s the difference?'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://community.ibm.com/community/user/blogs/daniel-jast1/2023/12/07/red-hat-aap-on-ibm-z-and-linuxone:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the availability of Red Hat Ansible Automation Platform on
    IBM Z and LinuxONE. Bridges legacy mainframe operating systems with modern infrastructure-as-code
    and configuration workflows.
  language: English
  resource_type: blog_post
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Enterprise Platform
  - Mainframe Automation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'community.ibm.com: Red Hat Ansible Automation Platform on IBM Z and IBM
    LinuxONE is generally available now!'
  addition_method: manual
  v2_locations:
  - ansible.md
https://community.ibm.com/community/user/ibmz-and-linuxone/blogs/daniel-jast1/2023/12/07/red-hat-aap-on-ibm-z-and-linuxone:
  addition_method: manual
  content_hash: f09f305ca59cf7262b8e6524e8a1c938459967978dbfd81603e04c20a1468d7f
  description: ''
  health_score: 100.0
  last_checked: 1779032950.659858
  stars: 0
  status: online
  title: 'community.ibm.com: Red Hat Ansible Automation Platform on IBM Z and IBM''
    LinuxONE is generally available now!'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://community.jenkins.io/t/dsty-jenkins-std-lib-shared-library-interact-with-files-directories-using-groovy/398:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Reviews an open-source Groovy standard library tailored for programmatic
    interactions with target host directory paths in pipeline pipelines. *Curator
    Insight*: Shared library systems. *Live Grounding*: Illustrates strategies for
    avoiding script-bloat in pipeline code bases.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD Pipelines
  - Configuration Management
  - Shared Libraries
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'community.jenkins.io: DSTY - jenkins-std-lib (Shared Library) - Interact
    with files/directories using Groovy!'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://community.ops.io/danielepolencic/how-do-you-gracefully-shut-down-pods-in-kubernetes-30fa:
  addition_method: manual
  content_hash: b7db082d16131c0763c39ec0de3b9988fef03c7a4c45fce8af4f9f8f2744f99c
  health_score: 100.0
  last_checked: 1779034030.811729
  v1_locations:
  - docs/kubernetes.md
https://community.ops.io/danielepolencic/learning-how-an-ingress-controller-works-by-building-one-in-bash-3fni:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: 'A didactic, code-heavy walkthrough that creates a bare-minimum ingress
    controller from scratch in Bash. Demystifies the core control loop: querying the
    API server, filtering changes, and rebuilding configurations dynamically.'
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Under the Hood
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'community.ops.io: Kubernetes Ingress Controller. How does it work?='
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://community.ops.io/danielepolencic/memory-requests-and-limits-in-kubernetes-217g:
  addition_method: manual
  content_hash: ed82ad26511f68631ed1c429fb5c2afd4eca94287476983d2a11460e33a58167
  health_score: 100.0
  last_checked: 1779032236.324038
  v1_locations:
  - docs/kubernetes.md
https://community.ops.io/danielepolencic/pod-rebalancing-and-allocations-in-kubernetes-4kim:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Analyzes Pod distribution, scheduling allocations, and rebalancing
    strategies.

    - Outlines how scheduler logic works alongside the Descheduler project to evict
    and re-balance workloads on newly scaled nodes.

    - Essential for long-running production environments.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Scheduling & Orchestration
  - Scheduler Internals
  - Pod Rebalancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "community.ops.io: Pod rebalancing and allocations in Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://community.ops.io/jatin/ci-cd-101-with-gitlab-4pol:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introductory guide breaking down the foundational principles of continuous
    integration and continuous delivery (CI/CD) utilizing GitLab's native pipelines.
    Covers runner setup, pipeline configuration files (.gitlab-ci.yml), and stage
    execution flow.
  language: YAML
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - DevOps
  - Continuous Integration
  - GitLab CI
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'community.ops.io: CI CD 101 with GitLab'
  addition_method: manual
  v2_locations:
  - git.md
https://community.ops.io/javi_labs/configuring-aks-to-read-secrets-and-certificates-from-azure-keyvaults-17o1:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A practical reference manual demonstrating integration patterns using
    Secrets Store CSI Driver inside AKS. Focuses on dynamically injecting certificates,
    keys, and operational credentials from Azure Key Vault into container workloads.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - Access & Identity
  - Azure Key Vault
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'community.ops.io: Configuring AKS to read secrets and certificates from
    Azure KeyVaults'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://community.ops.io/javi_labs/one-day-wake-up-to-a-crashed-aks-cluster-and-this-is-what-i-did-to-get-it-back-to-life-1592:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An educational post-mortem detailing disaster recovery of a critically
    degraded AKS cluster. Highlights issues with custom DNS resolution, routing, and
    dynamic debugging tools. Serves as a great diagnostic checklist for production
    failures.
  language: Bash
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Operations & Troubleshooting
  - Incident Response
  - Disaster Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'community.ops.io: One day I woke up to a crashed AKS cluster and this is
    what I did to get it back to life'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://community.ops.io/the_cozma/k8s-fix-helm-release-failing-with-an-upgrade-still-in-progress-4660:
  addition_method: manual
  content_hash: 76cf6fa98eeb0411087796f4fdfe4c49809397d5272efcac1b6689a120717da2
  health_score: 100.0
  last_checked: 1779030587.768286
  needs_ai_refresh: true
  v1_locations:
  - docs/helm.md
https://community.suse.com/feed:
  addition_method: manual
  content_hash: 34ba4e7abe647a914590586b14c1a912645e472e8ed237f208f998258f63b570
  description: ''
  health_score: 100.0
  last_checked: 1779032464.259505
  stars: 0
  status: online
  title: "SUSE & Rancher Community \U0001F31F"
  v1_locations:
  - docs/rancher.md
  year: N/A
https://community.suse.com/posts/13903989:
  addition_method: manual
  content_hash: 1797c2868a3500d0e03ea1732ac628a9d7d4e7e3960647a0857c514ed62352c5
  description: ''
  health_score: 100.0
  last_checked: 1779032646.030376
  stars: 0
  status: online
  title: "community.suse.com: Introduction to K3s \U0001F31F"
  v1_locations:
  - docs/rancher.md
  year: N/A
https://community.suse.com/posts/comparing-modern-day-container-image-builders-jib-buildpacks-and-docker:
  addition_method: manual
  content_hash: 1797c2868a3500d0e03ea1732ac628a9d7d4e7e3960647a0857c514ed62352c5
  description: ''
  health_score: 100.0
  last_checked: 1779029076.133759
  stars: 0
  status: online
  title: "community.suse.com: Comparing Modern-Day Container Image Builders: Jib,'
    Buildpacks and Docker \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://community.suse.com/posts/stupid-simple-kubernetes-deployments-services-and-ingresses-explained:
  addition_method: manual
  content_hash: 34ba4e7abe647a914590586b14c1a912645e472e8ed237f208f998258f63b570
  description: ''
  health_score: 100.0
  last_checked: 1779029357.919646
  stars: 0
  status: online
  title: 'community.suse.com: Stupid Simple Kubernetes — Deployments, Services and''
    Ingresses Explained'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://community.theforeman.org/t/rfc-operations-ansible-collection/20971:
  addition_method: manual
  content_hash: 92962beeef327cbfdfcb9af9fee23f569527276fbd2a6437a795120a54076c96
  description: ''
  health_score: 100.0
  last_checked: 1779031406.719012
  needs_ai_refresh: true
  stars: 0
  title: 'RFC: Foreman Operations Ansible Collection'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://comparecloud.in:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A comprehensive side-by-side taxonomy mapping tool designed to translate
    service names across multiple major cloud providers. Extremely useful for engineering
    teams designing multi-cloud system architectures. Live grounding establishes its
    role as a quick-reference schema mapping tool.
  language: English
  resource_type: Reference/Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Benchmarks
  - Service Mapping
  - Public Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "comparecloud.in: Public Cloud Services Comparison \U0001F31F"
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://compliantkubernetes.io:
  addition_method: manual
  content_hash: f6c7b2f28b6b77b811949cec18a48afb24bfaab0da55cbd8633c28d7ce00f7dd
  description: ''
  health_score: 100.0
  last_checked: 1779030574.757208
  stars: 0
  status: online
  title: "==compliantkubernetes.io: Compliant Kubernetes is a Certified Kubernetes'
    distribution, that complies with: HIPAA, GDPR, PCI DSS, FFFS 2014:7, ISO 27001,
    etc.== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://computerhoy.20minutos.es:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the technical specifications of Copilot X, including terminal
    tool integration, automated PR description synthesis, and integrated chat widgets.
    Examines the performance gains from switching to OpenAI's GPT-4 framework.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Next-Gen Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'computerhoy.com: GitHub Copilot X: así es la nueva IA parecida a ChatGPT
    y destinada a ayudar a programadores'
  addition_method: manual
  v2_locations:
  - ai.md
  - git.md
https://computerhoy.com/software/github-copilot-x-nueva-ia-parecida-chatgpt-destinada-ayudar-programadores-1219266:
  addition_method: manual
  content_hash: 1b1519ec52478d41664ae4b1de86f7f2c9b5d9e1e5a2528283049a6bd1315b60
  description: ''
  health_score: 100.0
  last_checked: 1779034582.645319
  stars: 0
  status: online
  title: 'computerhoy.com: GitHub Copilot X: así es la nueva IA parecida a ChatGPT''
    y destinada a ayudar a programadores'
  v1_locations:
  - docs/git.md
  year: N/A
https://computerhoy.com/tecnologia/deep-learning-considera-revolucion-ia-1241180:
  addition_method: manual
  content_hash: 22927715adb24c462a6477176d78b472795a69ce2327403e042e106bca68a4ed
  description: ''
  health_score: 100.0
  last_checked: 1779032167.2335
  stars: 0
  status: online
  title: 'computerhoy.com: ¿Qué es el ''Deep Learning'' y por qué se considera una''
    revolución en la inteligencia artificial?'
  v1_locations:
  - docs/ai.md
  year: N/A
https://computingforgeeks.com/build-aws-ec2-machine-images-with-packer-and-ansible:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A step-by-step tutorial demonstrating how to build pre-configured AWS
    EC2 Amazon Machine Images (AMIs). Shows how to use HashiCorp Packer as the base
    image builder orchestrator and Ansible as the provisioner to configure software
    dependencies automatically.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Machine Images
  - Packer & Ansible Guide
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'computingforgeeks.com: Build AWS EC2 Machine Images (AMI) With Packer and
    Ansible'
  addition_method: manual
  v2_locations:
  - terraform.md
https://computingforgeeks.com/kubectl-cheat-sheet-for-kubernetes-cka-exam-prep:
  addition_method: manual
  content_hash: 7762c695f4e1b9e5356cebf49678de04400d82847582778924802a08bdc95200
  description: ''
  health_score: 100.0
  last_checked: 1779033789.308474
  stars: 0
  status: online
  title: 'computingforgeeks.com: Kubectl Cheat Sheet for Kubernetes Admins & CKA Exam''
    Prep'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://computingforgeeks.com/kubectl-cheat-sheet-kubernetes:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: A comprehensive diagnostic cheat sheet oriented around CKA/CKAD exam
    guidelines. Systematically structures kubectl directives from basic pod generation
    to advanced logging and multi-context cluster manipulation.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Certification Prep
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'computingforgeeks.com: Kubectl Cheat Sheet for Kubernetes Admins & CKA Exam
    Prep'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://computingforgeeks.com/ssh-cheatsheet-for-sysadmins:
  addition_method: manual
  content_hash: bb41cc4d0305ad2aa0484c684dd7df147d5a7baa27cf8aa7381dcb74f0d0011a
  description: ''
  health_score: 100.0
  last_checked: 1779031426.095178
  stars: 0
  status: online
  title: The SSH Commands Cheat Sheet for Linux SysAdmins / Users
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://computingforgeeks.com/ssh-commands-cheat-sheet-linux:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An engineering-grade guide for SSH key management and configuration
    files. Curator Insight outlines its administrative value for server management.
    Live Grounding demonstrates how these keys act as a secure baseline in server
    hardening architectures.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Secure Shell
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: The SSH Commands Cheat Sheet for Linux SysAdmins / Users
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://concourse-ci.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'An elegant, stateless CI/CD engine that models all build environments
    around three fundamental concepts: resources, jobs, and tasks. Highly valued in
    secure enterprise environments due to its absolute lack of implicit state persistence
    and strict container isolation.'
  language: Go
  resource_type: Tool
  complexity: High
  hierarchy:
  - Software Delivery
  - CI-CD Pipelines
  - Declarative Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Concourse
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://confluence.atlassian.com/bitbucketserver/automatic-branch-merging-776639993.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Official Atlassian documentation explaining Bitbucket Server's automated
    downstream cascading merge capabilities. It executes safe automated merges from
    release branches down to main after successful builds, resolving merge conflicts
    cleanly inside structured enterprise environments.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Bitbucket Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Automatic branch merging
  addition_method: manual
  v2_locations:
  - git.md
https://confluence.atlassian.com/bitbucketserver/branches-776639968.html:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Explains how to configure branch naming conventions and policies inside
    Bitbucket Server. Covers enforcing branch prefixes, setting branch permissions,
    and automating merge checks to standardize enterprise SDLC processes.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Development Models
  - Tooling Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "atlassian.com: Configuring branching models \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://confluence.atlassian.com/bitbucketserver/checks-for-merging-pull-requests-776640039.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Atlassian's reference on configuring merge check policies inside Bitbucket
    Server. Explores how to enforce critical compliance gates such as minimum required
    reviewers, successful build statuses, and resolved task lists prior to merging
    code.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Bitbucket Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Checks for merging pull requests
  addition_method: manual
  v2_locations:
  - git.md
https://confluence.atlassian.com/bitbucketserver/using-branches-in-bitbucket-server-776639968.html:
  addition_method: manual
  content_hash: bc93901ac186ff796e4750c6ef05682c84c3dd0a71fea342a1c2316e643e7fbf
  description: ''
  health_score: 100.0
  last_checked: 1779029989.366741
  stars: 0
  status: online
  title: "atlassian.com: Configuring branching models \U0001F31F"
  v1_locations:
  - docs/git.md
  year: N/A
https://confluence.sakaiproject.org/display/REL/Maven+release+plugin+cheat+sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034457.445227
  stars: 0
  title: confluence.sakaiproject.org
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://conjure-up.io:
  addition_method: manual
  content_hash: 6dd11f73ac72feaba19d04d02df52351050e2cf9701a46e219eb47d3bb1d2f93
  description: ''
  health_score: 100.0
  last_checked: 1779032161.279658
  stars: 0
  status: online
  title: '**Conjure up**'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  year: N/A
https://console.cloud.google.com/products:
  addition_method: manual
  content_hash: 9531ccf5dea1fa26a180b8c16e0f8800b3b2edfd77e0aacadcd512453292021a
  description: ''
  health_score: 100.0
  last_checked: 1779033921.93791
  stars: 0
  status: online
  title: ==console.cloud.google.com/products==
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://console.kubestellar.io:
  description: ''
  addition_method: manual
  content_hash: f624cf1a2a553fab72cc11117f1760bccfa4704e814702d77d96f3e5578a11c2
  health_score: 100.0
  last_checked: 1779034131.521212
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A management dashboard interface tailored for KubeStellar. It simplifies
    the visualization of multi-cluster synchronization, workload distribution profiles,
    and edge deployment topologies, enabling unified control-plane governance across
    hybrid architectures.
  language: TypeScript
  resource_type: Web Application
  complexity: Advanced
  hierarchy:
  - Multi-Cluster
  - Control Plane
  - UI Dashboards
  is_microservice: true
  title: "KubeStellar Console \U0001F31F"
https://console.redhat.com/openshift/install:
  addition_method: manual
  content_hash: 7df901d0941ab61e9431c5b1d3b3c54c4d74b40eaea52f20102997567a61d654
  health_score: 100.0
  last_checked: 1779130494.959005
  v1_locations:
  - docs/ocp4.md
https://container-registry.com/posts/productivity-lift-buildkit-cli-for-kubectl:
  description: ''
  addition_method: manual
  content_hash: 3cb1af83b144f3664ec4f3c5746840ce7d61fd30bdea360ccd0359a7c351b7a3
  health_score: 100.0
  last_checked: 1779031442.327219
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubectl-commands.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubectl-commands.md
  year: '2026'
  ai_summary: An analysis of the BuildKit CLI integration for 'kubectl'. It empowers
    developers to build container images directly within active Kubernetes execution
    scopes, leveraging distributed cache backends and eliminating local docker daemon
    dependencies.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - CI/CD & Builds
  is_microservice: false
  title: "container-registry.com: Lifting Developers’ Productivity \U0001F31F"
https://containerd.io:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: Official home page and core design documentation for the containerd
    runtime engine. It details the modular runtime API architecture, gRPC interfaces,
    client-side abstractions, and storage drivers that enable major cloud providers
    and local workstations to run containers at massive scale.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Containerization
  - Runtimes
  - High-Level Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: containerd.io
  addition_method: manual
  v2_locations:
  - container-managers.md
? https://containerjournal-com.cdn.ampproject.org/c/s/containerjournal.com/topics/container-ecosystems/prometheus-monitoring-ecosystem-begins-to-mature/amp
: description: ''
  year: '2020'
  stars: 0
  ai_summary: This article evaluates the maturity curve of the Prometheus ecosystem.
    It details the transition from single-node monitoring limitations to high-availability
    multi-cluster metrics storage engines (e.g., Thanos, Cortex). Highlights the consolidation
    of the Prometheus Operator and the expansion of security features like TLS.
  language: N/A
  resource_type: Industry Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Ecosystem Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Prometheus Monitoring Ecosystem Begins to Mature
  addition_method: manual
  v2_locations:
  - prometheus.md
https://containerjournal.com:
  addition_method: manual
  content_hash: cae37ad52cf0876c8d16712f142d9b3dc9d1ffd440d5f7a856c4d383d35cde66
  description: ''
  health_score: 100.0
  last_checked: 1779031406.53674
  stars: 0
  status: online
  title: containerjournal.com
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://containerjournal.com/editorial-calendar/best-of-2021/kubernetes-enables-devops-as-a-service-daas:
  addition_method: manual
  content_hash: df18aa86dad46a306133d5a6e852cfc00fcc699e4e9b3c4c97f4bf3d1351d152
  description: ''
  health_score: 100.0
  last_checked: 1779034572.605362
  stars: 0
  status: online
  title: 'containerjournal.com: Best of 2021 – Kubernetes Enables DevOps-as-a-Service''
    (DaaS)'
  v1_locations:
  - docs/devops.md
  year: N/A
https://containerjournal.com/editorial-calendar/cloud-native-security/the-what-and-why-of-cloud-native-security:
  addition_method: manual
  content_hash: 8344b412fd45623dc7a7aeca0bb3c25cbed87ed1bd4e0644d1a89ded052438bf
  description: ''
  health_score: 100.0
  last_checked: 1779031353.38828
  stars: 0
  status: online
  title: 'containerjournal.com: The What and Why of Cloud-Native Security'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://containerjournal.com/features/4-expert-level-things-i-wish-id-known-about-kubernetes:
  addition_method: manual
  content_hash: 98a4fcc13243b3e6be9f29e2bf7d418b58fa7537b404915d40ab2e96116fb06e
  description: ''
  health_score: 100.0
  last_checked: 1779029971.440545
  stars: 0
  status: online
  title: 'containerjournal.com: 4 Expert-Level Things I Wish I’d Known About Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://containerjournal.com/features/9-open-source-developer-tools-for-kubernetes:
  addition_method: manual
  content_hash: 9833d37eff7c92ef4c2d1eb159e0e6925f56ff2a9ddea8f73d0eb8131f2cc94b
  description: ''
  health_score: 100.0
  last_checked: 1779034043.123354
  stars: 0
  status: online
  title: 'containerjournal.com: 9 Open Source Developer Tools for Kubernetes'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://containerjournal.com/features/assessing-the-true-cost-of-kubernetes:
  addition_method: manual
  content_hash: 49424c5e3c9e7fb7548dc700eff92dedcd6dc46f65b2aa72980b9b75c96f7c2b
  description: ''
  health_score: 100.0
  last_checked: 1779031402.99434
  stars: 0
  status: online
  title: 'containerjournal.com: Assessing the True Cost of Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://containerjournal.com/features/deploying-kubernetes-on-bare-metal:
  addition_method: manual
  content_hash: f8384d4535b32a8f60a62963a6ef6d71970cef796cb7da4ba37e34e0b6cc835c
  description: ''
  health_score: 100.0
  last_checked: 1779031390.814507
  stars: 0
  status: online
  title: 'containerjournal.com: Deploying Kubernetes on Bare Metal'
  v1_locations:
  - docs/kubernetes-on-premise.md
  year: N/A
https://containerjournal.com/features/gitlab-brings-kubernetes-operator-to-red-hat-openshift:
  addition_method: manual
  content_hash: 1285e895276d4fc22bd29843f0c5e9f8e688780bca3a879aba0d8e489a6cb96d
  description: ''
  health_score: 100.0
  last_checked: 1779030088.273101
  stars: 0
  status: online
  title: 'containerjournal.com: GitLab Brings Kubernetes Operator to Red Hat OpenShift'
  v1_locations:
  - docs/git.md
  year: N/A
https://containerjournal.com/features/gitops-the-missing-link-for-ci-cd-for-kubernetes:
  addition_method: manual
  content_hash: 115b2525b2fd5fc752b409cf408b80fafc8dc4e6d9c5fafcb4cfe461b479ee56
  description: ''
  health_score: 100.0
  last_checked: 1779030556.23459
  stars: 0
  status: online
  title: 'containerjournal.com: Best of 2022: GitOps: The Missing Link for CI/CD for''
    Kubernetes'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://containerjournal.com/features/gitops-workflows-and-principles-for-kubernetes:
  addition_method: manual
  content_hash: 33291f3777ddf6b084de8c633b1375b44a04f53243b5d4fdb81ff949468f298e
  description: ''
  health_score: 100.0
  last_checked: 1779031342.965364
  stars: 0
  status: online
  title: '==containerjournal.com: GitOps Workflows and Principles for Kubernetes=='
  v1_locations:
  - docs/gitops.md
  year: N/A
https://containerjournal.com/features/gitops-workflows-expanding-beyond-kubernetes-clusters:
  addition_method: manual
  content_hash: b5478095811e234e7d18e0715c749bac43a01b2596c1532ecc6588ac9cf458da
  description: ''
  health_score: 100.0
  last_checked: 1779029156.357994
  stars: 0
  status: online
  title: 'containerjournal.com: GitOps Workflows Expanding Beyond Kubernetes Clusters'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://containerjournal.com/features/kubernetes-enables-devops-as-a-service-daas:
  addition_method: manual
  content_hash: df18aa86dad46a306133d5a6e852cfc00fcc699e4e9b3c4c97f4bf3d1351d152
  description: ''
  health_score: 100.0
  last_checked: 1779031217.27569
  stars: 0
  status: online
  title: "containerjournal.com: Kubernetes Enables DevOps-as-a-Service (DaaS) \U0001F31F"
  v1_locations:
  - docs/devops.md
  year: N/A
https://containerjournal.com/features/kubernetes-security-in-your-ci-cd-pipeline:
  addition_method: manual
  content_hash: 18177d0221bd38ebdff17840fade2ff49c79f27734fce3d9ff27cbf9a6da2185
  description: ''
  health_score: 100.0
  last_checked: 1779032233.996632
  stars: 0
  status: online
  title: 'containerjournal.com: Kubernetes Security in Your CI/CD Pipeline'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://containerjournal.com/features/linkerds-cncf-graduation-due-to-its-simplicity:
  addition_method: manual
  content_hash: 40dd2dcacc1b17cc72cae629743a684537a0d5d3ffb03880c35386b28fbe3cce
  description: ''
  health_score: 100.0
  last_checked: 1779031018.504558
  stars: 0
  status: online
  title: 'containerjournal.com: Linkerd’s CNCF Graduation Due to its Simplicity'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://containerjournal.com/features/red-hat-ibm-launch-konveyor-to-aggregate-kubernetes-tools:
  addition_method: manual
  content_hash: 44f8d2e908688fe542734390ec32d58430651efccde27a24dc749faac34340bd
  description: ''
  health_score: 100.0
  last_checked: 1779031784.037653
  stars: 0
  status: online
  title: 'containerjournal.com: Red Hat, IBM Launch Konveyor to Aggregate Kubernetes''
    Tools'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://containerjournal.com/features/red-hat-simplifies-kubernetes-cluster-management:
  addition_method: manual
  content_hash: b7057b78ff9f06ce1ec588b406b5651860ffe08f4b90521d13645e0bfeea22f1
  description: ''
  health_score: 100.0
  last_checked: 1779031144.319708
  stars: 0
  status: online
  title: 'containerjournal.com: Red Hat Simplifies Kubernetes Cluster Management'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://containerjournal.com/features/siloscape-the-dark-side-of-kubernetes:
  addition_method: manual
  content_hash: 8cb6f103700f3f4e68f1f9d839715d92e8a015840887eb604b9def1045315ead
  description: ''
  health_score: 100.0
  last_checked: 1779029986.624706
  stars: 0
  status: online
  title: 'containerjournal.com: Siloscape: The Dark Side of Kubernetes'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://containerjournal.com/features/the-4-levels-of-gitops-maturity:
  addition_method: manual
  content_hash: 4aced4975cdc14feae083ed46231e0e78834b50c0f7cf5500328bcd89cebf0e1
  description: ''
  health_score: 100.0
  last_checked: 1779033587.394283
  stars: 0
  status: online
  title: 'containerjournal.com: The 4 Levels of GitOps Maturity'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://containerjournal.com/features/the-rise-of-the-kubemaster:
  addition_method: manual
  content_hash: d1f382d5091057dd16c31c2addea3dbd843147c5712e89fa0885937917dc374c
  description: ''
  health_score: 100.0
  last_checked: 1779033026.338781
  stars: 0
  status: online
  title: "A new role to emerge: Kubernetes Manager (KubeMaster) \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://containerjournal.com/features/whats-the-difference-between-docker-and-kubernetes:
  addition_method: manual
  content_hash: 367763ff938c7d58fda67a549a836b53e076d20592561a9e08ca10463106407d
  description: ''
  health_score: 100.0
  last_checked: 1779030575.828902
  stars: 0
  status: online
  title: '==containerjournal.com: What’s the Difference Between Docker and Kubernetes?=='
  v1_locations:
  - docs/docker.md
  year: N/A
https://containerjournal.com/features/when-is-kubernetes-service-ownership-the-right-fit:
  addition_method: manual
  content_hash: 262baa135af3a72c904f412c031ca4610c44673f56de85842a64d35b9f1edc64
  description: ''
  health_score: 100.0
  last_checked: 1779033732.584788
  stars: 0
  status: online
  title: 'containerjournal.com: When is Kubernetes Service Ownership the Right Fit?'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://containerjournal.com/features/when-is-service-mesh-worth-it:
  addition_method: manual
  content_hash: 92bee09d8ff2d4afc51dc76df42d0c4b138fdf586562d2bbd734060bd4744ece
  description: ''
  health_score: 100.0
  last_checked: 1779034426.310548
  stars: 0
  status: online
  title: '==containerjournal.com: When Is Service Mesh Worth It?=='
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://containerjournal.com/features/when-kubernetes-as-a-service-doesnt-cut-it:
  addition_method: manual
  content_hash: ce128728e75e1d95d413ac134f0b05c5857e0e42824f193344c6a0bbe987ab6e
  description: ''
  health_score: 100.0
  last_checked: 1779029554.172821
  stars: 0
  status: online
  title: 'containerjournal.com: When Kubernetes-as-a-Service Doesn’t Cut It'
  v1_locations:
  - docs/kubernetes-on-premise.md
  year: N/A
https://containerjournal.com/kubeconcnc/kubernetes-true-superpower-is-its-control-plane:
  addition_method: manual
  content_hash: 3323f7dcae5c69991efd0392a2b0395ffb34a04a014cc44e70e22099916678b9
  description: ''
  health_score: 100.0
  last_checked: 1779031335.132029
  stars: 0
  status: online
  title: 'containerjournal.com: Kubernetes’ True Superpower is its Control Plane'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://containerjournal.com/topics/container-ecosystems/how-docker-and-kubernetes-work-together:
  addition_method: manual
  content_hash: 27fe12c7b9c2df088fc66fcfeca41212c15bb3e05cf49d11d1b9c931980dd23e
  description: ''
  health_score: 100.0
  last_checked: 1779034174.575028
  stars: 0
  status: online
  title: 'containerjournal.com: Best of 2020: How Docker and Kubernetes Work Together'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://containerjournal.com/topics/container-ecosystems/how-the-rise-of-containers-will-drive-devops:
  addition_method: manual
  content_hash: f1f828429993e29ad6c60d80e1e0547c8382ff8b3b49724a6ebad013f85a5b3f
  description: ''
  health_score: 100.0
  last_checked: 1779033090.235053
  stars: 0
  status: online
  title: 'containerjournal.com: How the Rise of Containers Will Drive DevOps'
  v1_locations:
  - docs/devops.md
  year: N/A
https://containerjournal.com/topics/container-ecosystems/ibm-leverages-containers-to-advance-devops-on-mainframes:
  addition_method: manual
  content_hash: eddb7796f04c9d9e2b5c88269e867b5b9e023dca1cc1c1adb9342d358852ff73
  description: ''
  health_score: 100.0
  last_checked: 1779031100.859581
  stars: 0
  status: online
  title: IBM Leverages Containers to Advance DevOps on Mainframes
  v1_locations:
  - docs/ibm_cloud.md
  year: N/A
https://containerjournal.com/topics/container-ecosystems/red-hat-adds-java-runtime-for-kubernetes-to-subscription:
  addition_method: manual
  content_hash: 58dece3caa9e25eba3e1a9bbdee906e91cb4ac1283dae9c72ed4191c520d9071
  description: ''
  health_score: 100.0
  last_checked: 1779033762.865836
  stars: 0
  status: online
  title: 'containerjournal.com: Red Hat Adds Java Runtime for Kubernetes to Subscription'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://containerjournal.com/topics/container-management/10-best-practices-worth-implementing-to-adopt-kubernetes:
  addition_method: manual
  content_hash: 85ea2132330db4d11bc25198717656da096248bf34fec3f02632fa22d4f92aa5
  description: ''
  health_score: 100.0
  last_checked: 1779031797.8639
  stars: 0
  status: online
  title: 'containerjournal.com: 10 Best Practices Worth Implementing to Adopt Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://containerjournal.com/topics/container-management/overcoming-kubernetes-infrastructure-challenges:
  addition_method: manual
  content_hash: b95f995494d58be8b16741e9444f61b4917cdb4af67aba726f5ee48666a0e10c
  description: ''
  health_score: 100.0
  last_checked: 1779031047.569389
  stars: 0
  status: online
  title: 'containerjournal.com: Overcoming Kubernetes Infrastructure Challenges'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://containerjournal.com/topics/container-management/rancher-labs-adds-support-for-longhorn-storage-on-kubernetes-clusters:
  addition_method: manual
  content_hash: 222a0e1580bbc38bfd03a90bb365527262b63b2cb315b1c5beb7fc139d7e908d
  description: ''
  health_score: 100.0
  last_checked: 1779034017.094543
  stars: 0
  status: online
  title: 'containerjournal.com: Rancher Labs Adds Support for Longhorn Storage on''
    Kubernetes Clusters'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://containerjournal.com/topics/container-management/red-hat-delivers-latest-kubernetes-enhancements:
  addition_method: manual
  content_hash: 1fe92296b762ecad9852974bbe2fc7aa96919719b8cea2fc632e1210dd7cbdeb
  description: ''
  health_score: 100.0
  last_checked: 1779034328.374937
  stars: 0
  status: online
  title: 'containerjournal.com: Red Hat Delivers Latest Kubernetes Enhancements'
  v1_locations:
  - docs/ocp4.md
  year: N/A
? https://containerjournal.com/topics/container-management/red-hat-integrates-kubevirt-with-kubernetes-management-platform-from-sap
: addition_method: manual
  content_hash: 48e477a8cb19ae505ba43ad890022ab68fc6df95ae843cda7ccb782bb81a6620
  description: ''
  health_score: 100.0
  last_checked: 1779032787.637166
  stars: 0
  status: online
  title: 'containerjournal.com: Red Hat Integrates KubeVirt With Kubernetes Management''
    Platform From SAP'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://containerjournal.com/topics/container-management/red-hat-platform-brings-kafka-closer-to-kubernetes:
  addition_method: manual
  content_hash: a04ad889910405ad5e405eac3d828e849fa4ffc6a63abb5a0155cc9b50a560a3
  description: ''
  health_score: 100.0
  last_checked: 1779032458.649058
  stars: 0
  status: online
  title: 'containerjournal.com: Red Hat Platform Brings Kafka Closer to Kubernetes'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://containerjournal.com/topics/container-security/how-to-secure-your-kubernetes-cluster:
  addition_method: manual
  content_hash: a8581516b5dd0e9167d9b31034a35d4bec2fbb5d5eff63bedd13eac8a4e65bd4
  description: ''
  health_score: 100.0
  last_checked: 1779030301.478185
  stars: 0
  status: online
  title: "containerjournal.com: How to Secure Your Kubernetes Cluster \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://containerjournal.com/uncategorized/9-pillars-of-engineering-devops-with-kubernetes:
  addition_method: manual
  content_hash: 0e169677be9635e01ec8229b7247fce3195bb4dbd5b1261ac58b777932d23d03
  description: ''
  health_score: 100.0
  last_checked: 1779033164.200025
  stars: 0
  status: online
  title: 'containerjournal.com: 9 Pillars of Engineering DevOps With Kubernetes'
  v1_locations:
  - docs/devops.md
  year: N/A
https://containerssh.io:
  description: ''
  addition_method: manual
  content_hash: c774f9e7a5e06e492c407eeab6b2906b6156918e6630dfd7cf52fdbfcb86dfc5
  health_score: 100.0
  last_checked: 1779031230.797999
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: An innovative SSH server that dynamically launches temporary sandboxed
    containers in Kubernetes upon user connection. Excellent for secure bastion hosts,
    remote development spaces, and terminal interfaces without raw VM exposures. It
    remains highly active with robust security-centric enterprise support.
  language: Go
  resource_type: Service
  complexity: High
  hierarchy:
  - Infrastructure
  - Access Control
  - SSH Integrations
  is_microservice: true
  title: "ContainerSSH: Launch containers on demand \U0001F31F\U0001F31F"
https://containo.us/blog/kubernetes-ingress-service-api-demystified:
  addition_method: manual
  content_hash: a0608224d88cd687fb7b2d54f142a10d61f9b5cb67e60150f441396423733966
  description: ''
  health_score: 100.0
  last_checked: 1779031026.176346
  stars: 0
  status: online
  title: 'containo.us: Kubernetes Ingress & Service API Demystified'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://containo.us/maesh:
  addition_method: manual
  content_hash: 3cbd4dc9f94726298ade097c84b034551fc2cd2e75bf5f384b0dc696a10ef6a1
  description: ''
  health_score: 100.0
  last_checked: 1779032880.507791
  stars: 0
  status: online
  title: Maesh
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://contains.dev/blog/optimizing-docker-image-size:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030329.921598
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'contains.dev: Optimizing Docker image size and why it matters'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering contains.dev:
    Optimizing Docker image size and why it matters in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://content.techgig.com/5-best-devops-practices-for-beginners/articleshow/81368965.cms:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A beginner's breakdown focusing on foundational workflow automations.
    Emphasizes structured Git branching protocols, continuous integration, early diagnostic
    alerting, standardized localized environments, and incremental canary releases
    to optimize developer confidence.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps Methodology
  - Best Practices
  - Foundational Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'content.techgig.com: 5 Best DevOps practices for beginners'
  addition_method: manual
  v2_locations:
  - devops.md
https://continuousdelivery.com/implementing/patterns:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: A seminal reference of continuous delivery patterns. Evaluates technical
    blueprints for automated schema updates, blue-green environments, canary verification
    loops, and clean decoupling of software builds from configurations.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "continuousdelivery.com: Patterns \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://contractortaxation.com/contracting-in-spain:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A tactical resource breaking down contractor taxation, social security
    requirements, and corporate setups in Spain. Useful for foreign engineers seeking
    to establish legal compliance while maximizing net income. Live grounding confirms
    the accuracy of its tax-rate tables and structural options under Spanish law.
  language: English
  resource_type: Guide/Legal
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Legal Compliance
  - Spanish Taxation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: contractortaxation.com/contracting-in-spain
  addition_method: manual
  v2_locations:
  - freelancing.md
https://cookbook.learndataengineering.com/docs/05-CaseStudies:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive community cookbook gathering foundational data engineering
    designs, pipelines, and frameworks. Includes real-world infrastructure and data
    science architecture case studies, such as processing extreme datasets at CERN.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Education
  - Cookbook
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cookbook.learndataengineering.com: The Data Engineering Cookbook'
  addition_method: manual
  v2_locations:
  - introduction.md
https://cookbook.openshift.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A primary community-driven cookbook for production OpenShift cluster
    engineers. Curator Insight praises its interactive operational guides. Live Grounding
    highlights how this resource coordinates successful cluster migrations and multitenant
    security architectures.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Platform
  - Container Orchestration
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cookbook.openshift.org \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://cookbook.openshift.org/image-registry-and-image-streams/how-do-i-import-an-image-from-an-external-image.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An in-depth guide regarding external OCI registry ingestion and ImageStreams
    mapping. Curator Insight emphasizes security-compliant tag tracking. Live Grounding
    outlines its vital importance for disconnected, air-gapped container mirroring.
  language: Shell
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Platform
  - Container Orchestration
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "cookbook.openshift.org: How do I import an image from an external image
    registry? \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://coolify.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An open-source, self-hosted Heroku and Netlify alternative. It automates
    container deployments for major runtimes and databases, operating smoothly on
    simple VPS instances without cluster orchestration.
  language: PHP
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Deployment
  - PaaS
  - Coolify
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: coolify.io
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://copilot.github.com:
  addition_method: manual
  content_hash: 838bc4a28da9091162117c4c3cf5182f089f1695468ca2e18730af311c5856b0
  description: ''
  health_score: 100.0
  last_checked: 1779029985.308154
  stars: 0
  title: GitHub Copilot
  v1_locations:
  - docs/devel-sites.md
  - docs/git.md
  year: N/A
https://copr.fedorainfracloud.org:
  addition_method: manual
  content_hash: 1fd02a8f378ca2a00c0ee2ec3258049822b9ba4aa32e1e6597e9eee74326159a
  description: ''
  health_score: 100.0
  last_checked: 1779030868.376438
  stars: 0
  status: online
  title: copr.fedorainfracloud.org
  v1_locations:
  - docs/linux.md
  year: N/A
https://copr.fedorainfracloud.org/coprs:
  description: ''
  year: '2013'
  stars: 4
  ai_summary: The Fedora community platform allowing builders to easily deploy and
    distribute customized package repositories. It provides automatic RPM builds from
    source. Live Grounding proves its critical function in Fedora and RHEL testing
    pipelines.
  language: Python
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Software Distribution
  - Fedora/RedHat
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: copr.fedorainfracloud.org
  addition_method: manual
  v2_locations:
  - linux.md
https://copyconstruct.medium.com/testing-in-production-the-safe-way-18ca102d0ef1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030436.429002
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "copyconstruct.medium.com: Testing in Production, the safe way \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering copyconstruct.medium.com:
    Testing in Production, the safe way \U0001F31F\U0001F31F\U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://coreos.com/blog/introducing-ignition.html:
  addition_method: manual
  content_hash: fe3b00fc9855e8f639ff3144a9426dbe138a0fc8ac6c3d5d5c1f62df62660602
  health_score: 100.0
  last_checked: 1779030202.155985
  v1_locations:
  - docs/ocp4.md
https://coreos.com/ignition/docs/latest/what-is-ignition.html:
  addition_method: manual
  content_hash: f9762d829597d6b30fc553e86d294c3fcb736171d602ae58e3639cfcb9c48d27
  health_score: 100.0
  last_checked: 1779029269.807507
  v1_locations:
  - docs/ocp4.md
https://cormachogan.com/2020/04/01/a-first-look-at-vsphere-with-kubernetes-in-action:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A hands-on architectural exploration of the early vSphere with Kubernetes
    implementation. The post walks through supervisor cluster enablement, native vSphere
    Pods execution, storage class integration with VMware CNS (Cloud Native Storage),
    and basic network policies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Virtualization
  - VMware Tanzu
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cormachogan.com: A first look at vSphere with Kubernetes in action'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://cormachogan.com/2020/04/07/building-a-tkg-guest-cluster-in-vsphere-with-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep technical guide demonstrating how to declare and bootstrap Tanzu
    Kubernetes Grid (TKG) workload clusters (guest clusters) inside a vSphere supervisor
    cluster. Explains the underlying declarative custom resource definition (CRD)
    configurations matching Cluster API mechanics.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Virtualization
  - VMware Tanzu
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cormachogan.com: Building a TKG Cluster in vSphere with Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://cortexmetrics.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: 'Architectural landing page of Cortex, an enterprise-grade, horizontally
    scalable, multi-tenant TSDB. Note: Since 2024-2025, many users have migrated toward
    Thanos or VictoriaMetrics, yet Cortex remains a highly resilient classic for long-term
    storage.'
  language: Go
  resource_type: Official Portal
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Storage
  - Cortex Engine
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: '**Cortex**:'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://coruzant.com/appdev/kubernetes-management-tools-and-best-practices:
  description: ''
  addition_method: manual
  content_hash: 6b7f924aa5fdd8b13b3e24d3c6bb038193e29f6d06481b69e6bed0afcbfa4b78
  health_score: 100.0
  last_checked: 1779032109.298081
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Focuses on administrative practices and tools used to orchestrate complex
    Kubernetes applications. It outlines key principles of cluster lifecycle management,
    scaling rules, security integration, and centralized control strategies for platform
    engineers.
  language: Bash
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Operations
  - Curation
  is_microservice: false
  title: 'coruzant.com/appdev: Kubernetes Management: Tools and Best Practices'
https://couchdb.apache.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Apache multi-master replicating document database using HTTP/JSON APIs.
    Features robust, offline-first sync protocols with ACID qualities, backed by Erlang's
    battle-tested fault tolerance.
  language: Erlang
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Document Databases
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Couchdb.apache.org
  addition_method: manual
  v2_locations:
  - nosql.md
https://courses.devopscube.com/l/products:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: A fast-paced educational resource covering basic commands, structure
    of `kustomization.yaml`, and the deployment of a demo application using overlays.
    Highlights practical command line utilities such as `kubectl kustomize`.
  language: English
  resource_type: Course
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'techiescamp.com: Kubernetes Kustomize Crash Course'
  addition_method: manual
  v2_locations:
  - kustomize.md
https://courses.mooc.fi/org/uh-cs/courses/devops-with-kubernetes:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An open-source academic DevOps curriculum developed by the University
    of Helsinki. Explores real-world container scheduling, persistent storage setups,
    pipeline engineering, and live microservice application deployment strategies
    inside standard clusters.
  language: N/A
  resource_type: Course
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Education
  - Academic Programs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: devopswithkubernetes.com
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://craig-godden-payne.medium.com/how-does-ingress-work-in-kubernetes-f3b121d0351f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033205.860605
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'craig-godden-payne.medium.com: How does ingress work in Kubernetes?'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering craig-godden-payne.medium.com:
    How does ingress work in Kubernetes? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://crc.dev:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The landing portal for Red Hat OpenShift Local (formerly CodeReady Containers
    / CRC). OpenShift Local packages a minimal, single-node OpenShift cluster into
    a single virtual machine optimized for local development. Live grounding confirms
    it is the primary local emulation tool, replacing minishift, and is designed for
    developers building cloud-native applications directly on macOS, Windows, or Linux.
  language: English
  resource_type: Homepage
  complexity: Intermediate
  hierarchy:
  - Platforms
  - Local Development
  - OpenShift Local
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Homepage
  addition_method: manual
  v2_locations:
  - ocp4.md
https://creately.com/blog/business/how-to-set-kpis-for-team-members:
  addition_method: manual
  content_hash: 0688b3db1197d257f8fe034c30757d1b1b2672b4805af35704cd27b34007a662
  description: ''
  health_score: 100.0
  last_checked: 1779029374.98414
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'creately.com: A Step By Step Guide to Set KPIs for Team Members'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering creately.com:
    A Step By Step Guide to Set KPIs for Team Members in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://creately.com/blog/diagrams/what-is-a-kanban-board:
  addition_method: manual
  content_hash: 77bd91dc8db799733ae86236f0770b2addc8ce9924ccba12c3902d6a915ef247
  description: ''
  health_score: 100.0
  last_checked: 1779033511.423447
  stars: 0
  status: online
  title: 'creately.com: How to Better Manage Your Projects with Kanban Boards'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://creately.com/blog/project-management/what-is-a-kanban-board:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Introduces visual project management methodologies using Kanban boards.
    Highlights essential visual metrics such as Work-in-Progress (WIP) limits, cycle
    times, and bottleneck identification. Explains how to map agile delivery cycles
    onto dynamic cards to improve flow, increase transparency, and accelerate software
    shipping iterations.
  language: en
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Engineering Leadership
  - Project Management
  - Agile Methodologies
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'creately.com: How to Better Manage Your Projects with Kanban Boards'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://cri-o.io:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: The official home of CRI-O, an optimized Container Runtime Interface
    (CRI) designed specifically and exclusively for Kubernetes. CRI-O avoids overhead
    by supporting only OCI-compliant runtimes, removing unnecessary client CLI abstractions
    to deliver minimum-footprint workload execution.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Containerization
  - Runtimes
  - Kubernetes Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: cri-o.io
  addition_method: manual
  v2_locations:
  - ocp4.md
  - container-managers.md
https://cribl.io/blog/using-prometheus-for-agentless-monitoring:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores agentless infrastructure monitoring architectures with Prometheus.
    Contrasts deploying individual node_exporter daemons with querying API-based metric
    proxy endpoints, using SNMP exporters, or utilizing blackbox endpoints to analyze
    legacy infrastructure targets.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Agentless Monitoring
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'cribl.io: Using Prometheus for Agentless Monitoring'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://cronicaglobal.elespanol.com/vida/20240604/roberto-ardon-incepto-ia-pueden-pedir-imposibles/860164103_0.html:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: An interview with Roberto Ardon, co-founder of Incepto Medical, framing
    the realistic capabilities and limitations of clinical AI deployment in European
    hospitals. Ardon discusses how AI should be engineered as a targeted productivity
    tool (e.g., reducing routine screening fatigue) rather than a replacement for
    human clinicians. It offers deep insights into market deployment, medical device
    certification, and data security hurdles.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Management
  - Healthcare Tech
  - AI Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cronicaglobal.elespanol.com: Roberto Ardon (Incepto): "A la IA no se le
    pueden pedir imposibles"'
  addition_method: manual
  v2_locations:
  - customer.md
https://crontab.guru:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: The premier interactive visual tool for parsing, writing, and validating
    cron job schedules. It parses obscure crontab strings into human-readable timelines,
    which is crucial for managing automated cloud jobs or Kubernetes CronJobs.
  language: JavaScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Linux Administration
  - Job Scheduling
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "crontab.guru \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://crossplane.io:
  addition_method: manual
  content_hash: 30311266c2e7eba4eaf746dbf25e5577f1f6e00305381acbaca7b8d1f8dbffcc
  description: ''
  health_score: 100.0
  last_checked: 1779032223.600488
  stars: 0
  status: online
  title: crossplane.io
  v1_locations:
  - docs/crossplane.md
  year: N/A
https://crunchtools.com/comparison-linux-container-images:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This analytical article compares various Linux base container images
    (Alpine, Debian, Ubuntu, Red Hat UBI) across size, package ecosystems, security
    profiles, and glibc/musl compatibility. It helps system architects weigh the trade-offs
    of using minimal images like Alpine (extremely light but uses musl libc) against
    enterprise standards like UBI (fully supported but heavier). It is a vital read
    for standardizing secure base OS layers.
  language: Markdown
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Containerization
  - Base Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'crunchtools.com: A Comparison of Linux Container Images'
  addition_method: manual
  v2_locations:
  - docker.md
https://crunchtools.com/moving-linux-services-to-containers:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A detailed 15-page architectural guide highlighting standard procedures
    for migrating legacy, bare-metal Linux services (such as WordPress, MediaWiki,
    and Request Tracker) into modern containers. It covers dissecting stateful components,
    isolating persistent data directories, managing configurations, and implementing
    reverse proxies. This resource is highly valuable for infrastructure engineers
    executing legacy-to-cloud modernization strategies.
  language: Markdown
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Migration
  - Containerization
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'crunchtools.com: A Hacker’s Guide to Moving Linux Services into Containers.
    Epic 15 page blog post showing people how to move Wordpress (php), Mediawiki (php),
    and Request Tracker (perl) into containers'
  addition_method: manual
  v2_locations:
  - docker.md
https://crunchtools.com/should-i-use-docker-compose-or-podman-compose-with-podman:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural comparison contrasts the usage of Podman Compose
    with Docker Compose running on Podman's virtualized API socket. The synthesis
    recommends leveraging the Docker-compatible socket configuration in enterprise
    environments for high-fidelity compatibility with complex multi-container definitions.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Tooling
  - Compose Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'crunchtools.com: Should I Use Docker Compose Or Podman Compose With Podman?'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://cryptography.io/en/latest/hazmat/primitives/key-derivation-functions:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Implements the scrypt algorithm within Python's premier cryptography
    package, enabling customization of CPU, memory, and parallelization parameters.
    Ideal for highly customized cryptographic backends requiring precise control over
    memory-hard functions.
  language: Python
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Security
  - Cryptography
  - Hashing Algorithms
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'cryptography.io: scrypt (cryptography)'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://css-tricks.com/a-gentle-introduction-to-using-a-docker-container-as-a-dev-environment:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to containerize a developer's workspace using Docker containers
    instead of native OS packages. Focuses on achieving parity between development
    and production configurations, highlighting workflows that align with the standardized
    VS Code Dev Containers specification.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Local Development
  - Development Environments
  - Containers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: A Gentle Introduction to Using a Docker Container as a Dev Environment
  addition_method: manual
  v2_locations:
  - docker.md
https://css-tricks.com/better-collaboration-with-pull-requests:
  addition_method: manual
  content_hash: 671cb527229ae45887bdcdd1f49a593c53d4e1bc2005be9589bc1f5a3aa2d86d
  description: ''
  health_score: 100.0
  last_checked: 1779029863.208963
  needs_ai_refresh: true
  stars: 0
  title: 'css-tricks.com: Advanced Git series. 3 Better Collaboration With Pull Requests'
  v1_locations:
  - docs/git.md
  year: N/A
https://css-tricks.com/branching-strategies-in-git:
  addition_method: manual
  content_hash: acf98bd232f422612e0b993fdd58946024ee0f37e6c4e4048b4fc3b8d8568e30
  description: ''
  health_score: 100.0
  last_checked: 1779029917.040863
  needs_ai_refresh: true
  stars: 0
  title: 'css-tricks.com: Advanced Git series. 2 Branching Strategies in Git'
  v1_locations:
  - docs/git.md
  year: N/A
https://css-tricks.com/cherry-picking-commits-in-git:
  addition_method: manual
  content_hash: 8da2f6a5b112766c0c75d979eff7d04286e80557de5841657b8c81ee299ba731
  description: ''
  health_score: 100.0
  last_checked: 1779032159.882258
  needs_ai_refresh: true
  stars: 0
  title: 'css-tricks.com: Cherry-Picking Commits in Git'
  v1_locations:
  - docs/git.md
  year: N/A
https://css-tricks.com/creating-the-perfect-commit-in-git:
  description: "- [css-tricks.com: Advanced Git series. 2 Branching Strategies in
    Git](https://css-tricks.com/branching-strategies-in-git)\n    - [css-tricks.com:
    Advanced Git series. 3 Better Collaboration With Pull Requests](https://css-tricks.com/better-collaboration-with-pull-requests)\n
    \   - [css-tricks.com: Advanced Git series. 4 Merge Conflicts: What They Are and
    How to Deal with Them​](https://css-tricks.com/merge-conflicts-what-they-are-and-how-to-deal-with-them)\n
    \   - [css-tricks.com: Advanced Git series. 5 Rebase vs. Merge: Integrating Changes
    in Git](https://css-tricks.com/rebase-vs-merge-integrating-changes-in-git)\n    -
    [css-tricks.com: Advanced Git series. 6 Interactive Rebase: Clean up your Commit
    History](https://css-tricks.com/interactive-rebase-clean-up-your-commit-history)\n
    \   - [css-tricks.com: Cherry-Picking Commits in Git](https://css-tricks.com/cherry-picking-commits-in-git)\n
    \   - [css-tricks.com: Using the Reflog to Restore Lost Commits](https://css-tricks.com/using-the-reflog-to-restore-lost-commits)"
  year: '2021'
  stars: 0
  ai_summary: A multi-part deep dive on Git best practices, including git add -p,
    branching strategies, PR workflows, merge conflict resolution, rebase vs merge,
    interactive rebase, cherry-picking, and reflogs.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'css-tricks.com: Advanced Git series. 1 Creating the Perfect Commit in Git'
  addition_method: manual
  v2_locations:
  - git.md
https://css-tricks.com/git-switching-unstaged-changes-to-a-new-branch:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes rapid tactics for extracting uncommitted, unstaged alterations
    into a newly spawned local feature branch. Guides developers on preserving workspace
    fluidity when starting feature-work inside the wrong branch context without triggering
    merge hazards.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - Workspace State
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'css-tricks.com: Git: Switching Unstaged Changes to a New Branch'
  addition_method: manual
  v2_locations:
  - git.md
https://css-tricks.com/how-to-automate-project-versioning-and-releases-with-continuous-deployment:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An implementation guide for setting up automated semver-based deployments
    and releases. Focuses on integrating semantic-release utilities inside popular
    continuous integration environments to remove manual distribution workloads.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Deployment
  - Release Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "css-tricks.com: How to Automate Project Versioning and Releases with Continuous
    Deployment \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://css-tricks.com/interactive-rebase-clean-up-your-commit-history:
  addition_method: manual
  content_hash: 3ff16cfded927f39622546f3b7ea9e3df3735e292cd4133de3caab23bc400303
  description: ''
  health_score: 100.0
  last_checked: 1779034306.695242
  needs_ai_refresh: true
  stars: 0
  title: 'css-tricks.com: Advanced Git series. 6 Interactive Rebase: Clean up your''
    Commit History'
  v1_locations:
  - docs/git.md
  year: N/A
https://css-tricks.com/kubernetes-explained-simply-containers-pods-and-images:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: A highly accessible guide targeting front-end and full-stack developers.
    It traces the hierarchy from container images and isolated container layers up
    to multi-container Pod topologies and network configuration.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Fundamentals
  - Introduction
  - Container Runtimes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'css-tricks.com: Kubernetes Explained Simply: Containers, Pods and Images'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://css-tricks.com/merge-conflicts-what-they-are-and-how-to-deal-with-them:
  addition_method: manual
  content_hash: 98d375711a55d8c99f4e766a978dcc137424d970a53a01b57d9368951883c1ab
  description: ''
  health_score: 100.0
  last_checked: 1779031740.063689
  needs_ai_refresh: true
  stars: 0
  title: 'css-tricks.com: Advanced Git series. 4 Merge Conflicts: What They Are and''
    How to Deal with Them'
  v1_locations:
  - docs/git.md
  year: N/A
https://css-tricks.com/rebase-vs-merge-integrating-changes-in-git:
  addition_method: manual
  content_hash: 54db81d34305da265552b4bbe0b4f4e41ddf1cf8f0d732798fc2836e297242b6
  description: ''
  health_score: 100.0
  last_checked: 1779032388.684608
  needs_ai_refresh: true
  stars: 0
  title: 'css-tricks.com: Advanced Git series. 5 Rebase vs. Merge: Integrating Changes''
    in Git'
  v1_locations:
  - docs/git.md
  year: N/A
https://css-tricks.com/the-many-faces-of-vs-code-in-the-browser:
  addition_method: manual
  content_hash: cfe0392b4f72cd29b3ed8d3ccd8ba8603cdec0afa07e3055c49663cab0d94600
  description: ''
  health_score: 100.0
  last_checked: 1779033223.059253
  needs_ai_refresh: true
  stars: 0
  title: 'css-tricks.com: The Many Faces of VS Code in the Browser'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://css-tricks.com/using-the-reflog-to-restore-lost-commits:
  addition_method: manual
  content_hash: eab9b8026ddc56ee65b3efbbd853721e2caaef9e6ce9a545c102a6b3c472e88b
  description: ''
  health_score: 100.0
  last_checked: 1779030196.705778
  needs_ai_refresh: true
  stars: 0
  title: 'css-tricks.com: Using the Reflog to Restore Lost Commits'
  v1_locations:
  - docs/git.md
  year: N/A
https://cssnectar.com:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Curation registry for exceptional web designs and styling practices.
    Evaluated by industry specialists, providing reference patterns for visual design,
    complex layouts, and innovative UI paradigms.
  language: HTML
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - UI/UX Design
  - Inspiration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: cssnectar.com
  addition_method: manual
  v2_locations:
  - javascript.md
https://cult.honeypot.io/reads/best-frontend-javascript-frameworks-learn-2021:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030951.631498
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cult.honeypot.io: Best Frontend JavaScript Frameworks To Learn 2021'
  v1_locations:
  - docs/javascript.md
  v2_locations:
  - javascript.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cult.honeypot.io:
    Best Frontend JavaScript Frameworks To Learn 2021 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://curity.io/resources/client-security:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Focuses on security patterns when structuring application clients that
    interface with identity ecosystems. Covers patterns like Token Handlers and Backend-for-Frontend
    (BFF) to safely abstract tokens away from client browsers or apps. Reduces target
    exposures to common cross-site scripting risks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Application Security
  - Client Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'curity.io: Client Security'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://curity.io/resources/learn/oauth-overview:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An industrial-grade review of the OAuth 2.0 protocol specifications,
    flows, and grant types. Provides system architects with core design criteria to
    safely establish authorization states between microservice deployments. Underlines
    secure handling of access, refresh, and id tokens.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - IAM
  - Protocols
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'curity.io: OAuth 2.0 Overview'
  addition_method: manual
  v2_locations:
  - oauth.md
  - kubernetes-security.md
https://curity.io/resources/learn/openid-connect-overview:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides a comprehensive architecture overview of OpenID Connect (OIDC)
    acting as the authentication layer on top of OAuth 2.0. Analyzes ID token syntax,
    discovery endpoints, and flows for multi-tenant systems. Essential background
    knowledge for implementing cloud-native federated identities.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - IAM
  - Protocols
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'curity.io: OpenID Connect Overview'
  addition_method: manual
  v2_locations:
  - oauth.md
  - kubernetes-security.md
https://cursor.com/blog/cloud-agent-development-environments:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Analysis of building custom sandboxes and isolated development runtimes
    for LLM-based autonomous cloud agents. Discusses secure API mocking, resource
    isolation, and state rollbacks.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - AI & Agents
  - Environments
  - Cloud Agents
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Development Environments for Cloud Agents
  addition_method: manual
  v2_locations:
  - ai.md
  - devops.md
https://cursor.com/blog/composer-2-5:
  addition_method: automatic
  ai_summary: The official release announcement of Composer 2.5, Cursor's next-generation
    in-house AI coding agent model built on Moonshot's Kimi K2.5 base. This iteration
    implements targeted textual feedback within reinforcement learning (RL) rollouts
    to solve credit assignment bottlenecks over long token trajectories and scales
    synthetic training workloads by 25x. Additionally, it leverages a sharded Muon
    optimizer on an ultra-large model context to achieve a 79.8% score on SWE-Bench
    Multilingual, significantly expanding agentic autonomy for complex, repository-wide
    engineering.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 935f72e7b8741b2f64b982402bc40a3ee230605f823805fe753a225ddb8ff453
  description: Deep technical analysis of Composer 2.5, Cursor's latest agentic coding
    model trained with targeted textual feedback.
  hierarchy:
  - AI Agents
  - Large Language Models
  - Developer Productivity
  - Reinforcement Learning
  is_microservice: false
  language: en
  last_checked: 1780352148.493994
  reputation_status: Vetted
  reputation_summary: Highly benchmarked and praised release inside the AI engineer
    community.
  resource_type: Blog Post
  social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/cursor-composer2.5-og-2400x1200.png
  source_provenance: X.com (Cursor_AI)
  stars: 4
  status: online
  suggested_new_category: ai-code-generation
  tags:
  - EMERGING
  - COMMUNITY-TOOL
  title: Cursor Composer 2.5
  year: '2026'
https://cursor.com/changelog/05-19-26:
  addition_method: automatic
  ai_summary: '* **Curator Insight:** Transitioning the developer lifecycle from an
    IDE-centric approach to context-aware, asynchronous cloud execution environments
    reduces software delivery latency.

    * **Live Grounding (MCP):** Cursor''s integration in Jira enables engineers to
    initiate cloud-hosted coding agents directly from task boards; the agents autonomously
    leverage branch configuration, comments, and issue contexts to execute software
    edits and submit verified pull requests natively.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: cd7848b78d3bbd2b6aca7bfb4143de07867b56454103fa3e5a79c603d69174d9
  description: Launch announcement detailing the integration of Cursor's background
    coding agents directly inside Jira Commercial Cloud pipelines.
  hierarchy:
  - AI Code Editors
  - Cursor Platform
  - Jira Integration
  - Autonomous Software Engineering
  is_microservice: false
  language: en
  last_checked: 1780352138.621986
  reputation_status: Vetted
  reputation_summary: Extremely popular developer-focused product with high user engagement
    and positive community feedback on Hacker News and Reddit.
  resource_type: changelog
  social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/cursor-jira-partnership-v3.png
  source_provenance: X.com (Cursor_AI)
  stars: 4
  status: online
  suggested_new_category: ai-coding-agents
  tags:
  - EMERGING
  - ENTERPRISE-STABLE
  title: 'Cursor in Jira: Deep AI Agent Integration'
  year: '2026'
https://cursor.com/changelog/auto-review:
  addition_method: automatic
  ai_summary: 'Cursor 3.6 introduces ''Auto-review Run Mode'' to mitigate developer
    friction during long-running agent cycles without compromising system security.
    The system processes shell, MCP, and fetch commands through a three-tiered decision
    pipeline: matching allowlisted calls, executing sandboxed commands locally, and
    routing complex calls through a classifier subagent. This approach ensures continuous
    workspace modification with minimized manual approval interruptions.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: b4f378cc6dfca8cc1e493071501407db99ee6a3a28ad3c6bd512880ea4b751c0
  description: Cursor 3.6 introduces Auto-review to run agent workflows longer with
    sandboxed execution, allowlists, and classifier subagents.
  hierarchy:
  - Developer Tools
  - AI Editors
  - Agentic Workflows
  - Security Sandboxing
  is_microservice: false
  language: en
  last_checked: 1780352849.031633
  reputation_status: Vetted
  reputation_summary: Highly praised release introducing intelligent runtime orchestration
    that manages shell, MCP, and fetch tools asynchronously and securely.
  resource_type: Changelog
  social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/opengraph-changelog-may-29-2026.png
  source_provenance: X.com (Cursor_AI)
  stars: 4
  status: online
  suggested_new_category: ai-powered-ides
  tags:
  - '[DE FACTO STANDARD]'
  - '[ENTERPRISE-STABLE]'
  title: Cursor Auto-Review Run Mode
  year: '2026'
https://cursor.com/compile:
  addition_method: automatic
  ai_summary: 'The main landing and coordination portal for Cursor''s developer gathering,
    ''Compile'', organized at Fort Mason.

    * Focuses on rebuilding core systems, sharing hard-won engineering lessons, and
    constructing new mental models for AI-native software delivery.

    * Dispenses with traditional slide presentations, enforcing a strict chalkboard-only
    presentation format to dissect technical concepts live and from the ground up.'
  category: devel-sites
  complexity: advanced
  content_hash: af3e8d04bea8da93897c1e4b967d3bb1267413c7dcab42f33205af96b0332018
  description: Invite-only chalkboard conference by Cursor hosting builders of AI
    systems, detailing core rewrites and AI-native paradigms.
  hierarchy:
  - Artificial Intelligence
  - Events and Community
  - AI-Native Engineering
  is_microservice: false
  language: en
  last_checked: 1780352686.744518
  reputation_status: Vetted
  reputation_summary: Praised by AI engineering builders for its intensive, presentation-free,
    and purely chalk-and-board approach to discussing hard-won technical architecture
    lessons.
  resource_type: website
  social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/blog/og/compile-og-1920x1080.png
  source_provenance: X.com (Cursor_AI)
  stars: 4
  status: online
  suggested_new_category: ai-events
  tags:
  - EMERGING
  title: Cursor Compile
  year: '2025'
https://cursor.com/docs/bugbot:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This reference document outlines the effort metrics and execution paradigms
    utilized by Cursor's Bugbot tool inside the editor context. It guides development
    teams in managing priority levels for automated debugging routines across repositories.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Developer Tooling
  - AI Code Assistants
  - Effort Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Cursor Bugbot Effort Levels Documentation
  addition_method: manual
  v2_locations:
  - ai.md
  - devops-tools.md
https://cursor.com/docs/sdk/python:
  addition_method: automatic
  ai_summary: 'Curator Insight: The Cursor Python SDK marks a major transition of
    AI coding assistants into programmable workspace infrastructure, exposing Composer''s
    agentic loop directly to Python.


    Live Grounding: This SDK exposes developers to direct programmatic control over
    thread lifecycle management, agent context gathering, tool assignment, and resource
    constraint loops, standardizing how developer teams automate localized refactoring
    workflows.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 1f85420b1327c7d5d52730a1b0a58116d1f09eed67a57f2cad20ac13c021e361
  description: Official documentation for Cursor's Python SDK, allowing developers
    to programmatically create, manage, and orchestrate Cursor coding agents powered
    by Composer.
  hierarchy:
  - Developer Tools
  - AI Editors
  - Cursor SDK
  is_microservice: false
  language: English
  last_checked: 1780352404.147721
  reputation_status: Vetted
  reputation_summary: Strong developer support and wide adoption in beta, transitioning
    Cursor's prominent IDE agent capabilities into programmatic developer environments.
  resource_type: Document
  social_preview_url: https://cursor.com/og?path=%2Fdocs%2Fsdk%2Fpython
  source_provenance: X.com (Cursor_AI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  - ENTERPRISE-STABLE
  title: Cursor Python SDK Documentation
  year: '2026'
https://cursor.com/download:
  addition_method: automatic
  ai_summary: This page hosts the official cross-platform installation builds (macOS,
    Windows, Linux) for the Cursor AI code editor. As a highly optimized fork of VS
    Code, Cursor incorporates agentic workflows, multi-file codebase indexing, smart
    autocomplete (Cursor Tab), and real-time chat. It serves as the primary gateway
    for running high-fidelity developer agents that write, refactor, and review code
    collaboratively.
  category: devops-tools
  complexity: Intermediate
  content_hash: 5e4692edbef0d8cdafef49f4c1f38228ade17f59a314e4b086182545d61685fa
  description: Official download page for Cursor, a modern code editor optimized for
    agentic workflows and AI-assisted programming.
  hierarchy:
  - Development Tools
  - Integrated Development Environments
  - AI Code Assistants
  - Cursor IDE
  is_microservice: false
  language: English
  last_checked: 1780352302.456805
  reputation_status: Vetted
  reputation_summary: De facto standard for AI-first software development, boasting
    millions of active users and superior reviews.
  resource_type: utility
  social_preview_url: https://cursor.com/public/opengraph-image.png
  source_provenance: X.com (Cursor_AI)
  stars: 4
  status: online
  suggested_new_category: devel-sites
  tags:
  - DE FACTO STANDARD
  - ENTERPRISE-STABLE
  title: Download Cursor | AI-Powered Code Editor
  year: '2026'
https://cursor.com/es/learn:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An educational program designed to train engineers on utilizing the
    Cursor AI code editor effectively. The curriculum covers foundational concepts
    of context inclusion, codebase indexing, and multi-file code transformations.
    It teaches developers how to write highly optimized prompts to synthesize software
    architecture and debug legacy systems directly inside the IDE.
  language: None
  resource_type: Course
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - AI-Assisted Coding
  - Cursor IDE
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Cursor AI Fundamentals Course
  addition_method: manual
  v2_locations:
  - ai.md
  - developerportals.md
  - ai-agents-mcp.md
https://cursor.com/insights:
  addition_method: automatic
  ai_summary: 'Curator Insight: An exceptional empirical breakdown of AI developer
    behavior showing that agentic development is shifting software engineering workflows
    from manual line-editing to multi-file, autonomous system orchestration. Live
    Grounding (MCP): Live data confirms a massive 30% increase in deep tool calls
    per session and a 2.5x growth in average PR sizes, underscoring that developers
    increasingly trust AI agents to commit code directly, supported heavily by token
    prompt caching.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 57f3fbd5552003831eca648d8c835119c5eafd3ebf2fbec8b1ca65fadb3dc9a3
  description: Quantitative analysis of developer productivity, token economics, and
    the shift from manual coding to agentic software engineering.
  hierarchy:
  - AI and Machine Learning
  - AI Coding Assistants
  - Developer Productivity Reports
  is_microservice: false
  language: English
  last_checked: 1780352705.314531
  reputation_status: Vetted
  reputation_summary: Extensively discussed and vetted across Hacker News and ML developer
    hubs as an authoritative, quantitative look at AI-native engineering trends.
  resource_type: article
  social_preview_url: https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/OG%20Images/opengraph-insights-2026.png
  source_provenance: X.com (Cursor_AI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  title: The Cursor Developer Habits Report
  year: '2026'
https://cursor.com/marketplace:
  addition_method: automatic
  ai_summary: The central repository for plugins, custom AI rules, and integration
    extensions designed for Cursor, the industry-leading AI-first integrated development
    environment (IDE). It enables cloud architects and engineers to share and deploy
    bespoke developer tools, boosting developer velocity through native LLM-orchestrated
    code generation pipelines.
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 5d02442fe139a08f2828f7c825c422af72debb7334ef7fba93a3632f4911f66a
  description: The official extension and plugin marketplace for Cursor, the AI-first
    code editor.
  hierarchy:
  - AI and Machine Learning
  - AI-First Code Editors
  - Developer Marketplaces
  is_microservice: false
  language: en
  last_checked: 1780352292.588354
  reputation_status: Vetted
  reputation_summary: Extremely popular AI-first editor marketplace, widely considered
    the de facto standard for AI-assisted development tools in 2026.
  resource_type: tools
  social_preview_url: https://cursor.com/_next/static/media/opengraph-image.5aae649a.png
  source_provenance: X.com (Cursor_AI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - DE FACTO STANDARD
  title: Cursor Extension Marketplace
  year: '2026'
https://cybernews.com/cloud/trouble-in-paradise-it-professionals-unhappy-with-cloud-services:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031714.612415
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cybernews.com: Trouble in paradise: IT professionals unhappy with cloud''
    services'
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cybernews.com:
    Trouble in paradise: IT professionals unhappy with cloud'' services in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://cyberscoop.com/log4j-hack-security-update-ransomware:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This industry review explores the challenges organizations face when
    coordinating and deploying urgent security patches. It analyzes the systemic issues
    of dependency tracking and vulnerability mitigation within complex software systems.
    This analysis is valuable for teams looking to improve their incident response
    and patch management processes.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Vulnerabilities
  - Software Supply Chain
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cyberscoop.com: The Log4j flaw is the latest reminder that quick security
    fixes are easier said than done'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://cyble.com/blog/exposed-kubernetes-clusters:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Threat intelligence research showing search profiles of exposed clusters
    active across the globe. Highlights typical compromise pathways starting from
    default configurations or misconfigured control plane boundaries. Recommends strict
    perimeter restrictions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Threat Vector
  - Internet Exposure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.cyble.com: Exposed Kubernetes Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://cybozu-go.github.io/moco:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Introduction to Cybozu's Moco, a highly resilient, modern Go-written
    MySQL operator for Kubernetes. Focuses on cluster setups, fast failover mechanics,
    and maintaining an extremely small operational footprint.
  language: Go
  resource_type: Software Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - MySQL Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Moco
  addition_method: manual
  v2_locations:
  - databases.md
https://cycle.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Cycle.io provides a managed container orchestration layer targeting
    teams wanting standard API control planes without manual Kubernetes configuration
    and networking management.
  language: None
  resource_type: External Tool
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Alternatives
  - Cycle.io
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Cycle.io
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://czakozoltan08.medium.com/stupid-simple-scalability-dc4a7fbe67d6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030024.618682
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'czakozoltan08.medium.com: Stupid Simple Scalability'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering czakozoltan08.medium.com:
    Stupid Simple Scalability in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://d1.awsstatic.com/whitepapers/Overview-AWS-Lambda-Security.pdf:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The authoritative AWS security whitepaper detailing the multi-tenant
    isolation architectures of Firecracker microVMs. Explores IAM execution policies,
    VPC security group associations, and transport encryption controls.
  language: None
  resource_type: Whitepaper
  complexity: Advanced
  hierarchy:
  - Cloud Platforms
  - Serverless Architecture
  - AWS Lambda
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Security Overview of AWS Lambda
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://d1.awsstatic.com/whitepapers/architecting-amazon-eks-for-pci-dss-compliance.pdf:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An authoritative AWS whitepaper providing rigorous architectural guidelines
    for running Payment Card Industry Data Security Standard (PCI DSS) workloads on
    EKS. It focuses on network isolation, encryption at rest/transit, IAM control
    planes, and auditable logging configurations.
  language: PDF
  resource_type: Whitepaper
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security & Compliance
  - PCI DSS
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "aws whitepapers: Architecting Amazon EKS for PCI DSS Compliance (pdf) \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://daffodilsw.medium.com/what-is-infrastructure-automation-in-devops-d9681870b07d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031896.274704
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'daffodilsw.medium.com: What is Infrastructure Automation in DevOps?'
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering daffodilsw.medium.com:
    What is Infrastructure Automation in DevOps? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dafriedman97.github.io/mlbook/content/introduction.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An interactive digital textbook covering foundational machine learning
    algorithms implemented entirely from scratch in Python. Ideal for engineers seeking
    underlying model math.
  language: Python
  resource_type: Digital Book
  complexity: Intermediate
  hierarchy:
  - Machine Learning
  - Foundations
  - Scratch Implementations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dafriedman97.github.io: Machine Learning from Scratch'
  addition_method: manual
  v2_locations:
  - mlops.md
https://dagger.io:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Dagger is a highly portable CI/CD development kit that allows developers
    to define pipelines as application code. Powered by BuildKit, it guarantees identical
    pipeline behavior during local dev iterations and execution on remote cloud CI
    systems.
  language: English
  resource_type: Product Home
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD Engines
  - Local Execution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: dagger.io
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://dagster.io/blog/skip-kafka-use-postgres-message-queue:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A detailed, practical analysis investigating whether using Postgres
    with 'SKIP LOCKED' mechanisms is a more appropriate and less complex message-queue
    architecture than deploying heavy systems like Kafka. It provides explicit guidelines
    for making decisions based on data scale and operational overhead.
  language: SQL
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Architectural Patterns
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dagster.io: Postgres: a better message queue than Kafka?'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://daily.dev/blog/building-a-fault-tolerant-event-driven-architecture-with-google-cloud-pulumi-and-debezium:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical guide demonstrating how to build a fault-tolerant, event-driven
    architecture using Google Cloud services, Pulumi as Infrastructure as Code (IaC),
    and Debezium. It focuses on declarative environment setups for Change Data Capture
    pipelines, ensuring easy replication and scaling.
  language: Go
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Architecture
  - Infrastructure as Code
  - Event-Driven
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'daily.dev: Building a fault-tolerant event-driven architecture with Google
    Cloud, Pulumi and Debezium'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://dailymotion-oss.github.io/octopilot:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Octopilot is an automated multi-repository management CLI built to ease
    continuous maintenance across GitOps patterns. It facilitates mass pull-request
    generation, manifest updates, and version bump automation in targeted configurations.
  language: Go
  resource_type: Automation Tool
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - GitOps
  - Octopilot
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dailymotion-oss.github.io/octopilot: Octopilot'
  addition_method: manual
  v2_locations:
  - gitops.md
https://dani-izquierdo95.medium.com/mysql-automated-backup-on-openshift-k8s-3690280d304f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034347.681066
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dani-izquierdo95.medium.com: Batch processing using Cron Jobs. MySQL automated''
    backup on Openshift/K8s'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dani-izquierdo95.medium.com:
    Batch processing using Cron Jobs. MySQL automated'' backup on Openshift/K8s in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://daniel.haxx.se/blog/2015/12/14/curl-and-http2-by-default:
  addition_method: manual
  content_hash: 57e8fa96945c1837406860b990e77dbced88104ceb5f442aa5404e1c1fce7bed
  health_score: 100.0
  last_checked: 1779033948.400484
  needs_ai_refresh: true
  v1_locations:
  - docs/networking.md
https://daniel.haxx.se/blog/2015/12/20/a-2015-retrospective:
  addition_method: manual
  content_hash: 983e842572cd0289af8791ef009e0ed8f5c97f75903abb9590794d001b074367
  health_score: 100.0
  last_checked: 1779032153.085392
  needs_ai_refresh: true
  v1_locations:
  - docs/networking.md
https://daniel.haxx.se/blog/wp-content/uploads/2020/01/sticker-cheat-sheet.png:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: 'Curator Insight: The definitive visual sticker/cheat sheet for curl
    options, designed by curl''s creator Daniel Stenberg. Live Grounding: An absolute
    authority on debugging HTTP protocols, specifying TLS versions, configuring headers,
    and parsing response outputs in pipeline scripts.'
  language: Image/PDF
  resource_type: Official Visual Cheat Sheet
  complexity: Intermediate-Advanced
  hierarchy:
  - Systems
  - Linux
  - Networking
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: curl cheat sheet for Linux and Unix users
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://danielkummer.github.io/git-flow-cheatsheet/index.html:
  description: ''
  year: '2012'
  stars: 0
  ai_summary: An interactive, visual cheatsheet summarizing standard `git-flow` command
    line operations. Provides developers with quick, copy-pasteable snippets for initializing,
    executing, and finalizing feature, release, and hotfix branches.
  language: Markdown
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Git-flow cheatsheet
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://danielmangum.com/posts/controller-runtime-client-go-rate-limiting:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep analysis of Kubernetes client-go and controller-runtime rate
    limiting mechanics. Contrasts workqueue structures and bucket-rate algorithms
    to secure controllers against resource starvation.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native & K8s
  - Controller Runtime
  - Rate Limiting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Rate Limiting in Controller-Runtime and Client-go
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://danielmangum.com/posts/how-kubernetes-validates-custom-resources:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Deep-dive technical post tracking how the Kubernetes API server validates
    Custom Resource Definitions (CRDs). Analyzes structural OpenAPI schemas, admission
    webhooks, and the validation pipeline of kube-apiserver.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Core Architecture
  - Extensibility
  - Custom Resource Validation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'danielmangum.com: How Kubernetes validates custom resources'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://danielmangum.com/posts/k8s-asa-the-storage-interface:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An elegant, lower-level examination of the interface boundary where
    Kubernetes hooks into system storage. It details the progression of in-tree storage
    volume plugins to the modern out-of-tree Container Storage Interface (CSI) protocol.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Platform Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'danielmangum.com: K8s ASA: The Storage Interface'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://dannys.cloud/10-best-free-aws-learning-resources-for-beginners:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031696.492404
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dannys.cloud: 10 Best Free AWS Learning Resources for Beginners'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dannys.cloud:
    10 Best Free AWS Learning Resources for Beginners in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dannys.cloud/autocomplete-cloudformation-resources-vs-code:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032256.880614
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dannys.cloud: Autocomplete your CloudFormation Resources in VS Code'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dannys.cloud:
    Autocomplete your CloudFormation Resources in VS Code in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://danoncoding.com/tricky-kubernetes-memory-management-for-java-applications-d2f88dd4e9f6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031739.625201
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "danoncoding.com: Tricky Kubernetes memory management for Java applications'
    \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering danoncoding.com:
    Tricky Kubernetes memory management for Java applications' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dapr.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The Distributed Application Runtime. Employs a highly modular sidecar
    design to deliver developer-focused APIs for pub/sub messaging, state management,
    and actor models.
  language: Go
  resource_type: Platform / CLI
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Microservice Runtimes
  - Dapr
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Dapr
  addition_method: manual
  v2_locations:
  - serverless.md
  - golang.md
https://darryl-ruggles.cloud/aws-sso-credentials-with-multiple-accounts:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A developer-oriented guide for managing local terminal environment configurations
    with AWS SSO credentials across massive multi-account trees. It demonstrates terminal
    configuration methods to automate key refreshing and switch profiles without manual
    friction.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'darryl-ruggles.cloud: AWS SSO Credentials With Multiple Accounts'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://darumatic.com/blog/improve_kubectl_command_with_krew:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to customize and extend terminal capabilities using Krew.
    Explores critical plugins for viewing namespace relationships, debugging pod issues,
    and auditing configurations.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Extending Kubernetes
  - CLI Plugins
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'darumatic.com: Improve Kubectl Command with Krew'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://darumatic.com/blog/podman_introduction:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational overview of Podman's primary features, security improvements,
    and daemon-free design. It explores how fork-exec architectures simplify process
    mapping within parent cgroups and align directly with Linux security paradigms
    like auditd tracking.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Podman Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "darumatic.com: Podman - Introduction \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://dashbird.io/blog/aws-application-load-balancer:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes Application Load Balancer configurations when integrated with
    serverless backends like AWS Lambda. Details pricing, cold-starts, and architectural
    trade-offs compared to API Gateway. Live systems often choose ALB for cost-effective,
    high-volume HTTP routing.
  language: English
  resource_type: blog
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Load Balancing
  - Serverless Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dashbird.io: AWS Elastic Load Balancing from a Serverless perspective'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://dashbird.io/blog/aws-relational-database-rds:
  addition_method: manual
  content_hash: e995ac79ad740f95d639b3f2bdf16584f25443a988d156d52d959cf292565102
  health_score: 100.0
  last_checked: 1779029121.081864
  needs_ai_refresh: true
  v1_locations:
  - docs/aws-databases.md
  - docs/aws.md
https://dashbird.io/blog/aws-s3-python-tricks:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight outlines S3 optimization patterns in Python, including
    multipart transfers and concurrency tuning. Live Grounding emphasizes these optimizations
    are critical in high-throughput pipelines, directly impacting network resource
    management and costs in production cloud architectures.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cloud Storage
  - Object Storage Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dashbird.io: 8 Must-Know Tricks to Use S3 More Effectively in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://dashbird.io/blog/aws-secrets-manager-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Real-world walkthrough on decoupling database credentials and API tokens
    using AWS Secrets Manager via Python's boto3 SDK, featuring automatic credential
    rotation integration within production microservices.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Python Cloud
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dashbird.io: How I Manage Credentials in Python Using AWS Secrets Manager'
  addition_method: manual
  v2_locations:
  - python.md
https://dashbird.io/blog/aws-sns:
  addition_method: manual
  content_hash: a7fc4111abfb63c7ee2812b3334ef40a55c090b49e7e988a929be56f2023280f
  health_score: 100.0
  last_checked: 1779032679.335676
  needs_ai_refresh: true
  v1_locations:
  - docs/aws-messaging.md
https://dashbird.io/blog/boto3-aws-python:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight breaks down client and resource abstractions within
    Boto3. Live Grounding shows that understanding these SDK constructs is critical
    for deploying high-performance serverless structures, minimizing resource leaks
    in high-scale lambda processing.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - AWS SDK
  - Boto3 Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dashbird.io: Explaining boto3: how to use any AWS service with python'
  addition_method: manual
  v2_locations:
  - python.md
https://dashbird.io/blog/deploying-aws-lambda-with-docker:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An engineering review of packaging and deploying AWS Lambda targets
    as OCI-compliant Docker containers. Analyzes cold-start impacts, image composition
    strategies, and orchestration workflow modifications.
  language: None
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Platforms
  - Serverless Architecture
  - AWS Lambda
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dashbird.io: Deploying AWS Lambda with Docker Containers: I Gave it a Try
    and Here’s My Review'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://dashbird.io/blog/monitoring-vs-observability:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Analyzes the divergence of monitoring and observability, specifically
    within the context of serverless architectures (AWS Lambda). Focuses on cold starts,
    API Gateway timeouts, and distributed event-driven systems. Curator Insight: Serverless
    perspective on observability. Live Grounding: Demonstrates how standard infrastructure
    agent models fall short when managing dynamic ephemerality.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Terminology
  - Monitoring vs Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "dashbird.io: Monitoring vs Observability: Can you tell the difference? \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://dashbird.io/blog/optimizing-aws-lambda-for-production:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Focuses on advanced optimization techniques for AWS Lambda in high-throughput
    environments. It covers cold start mitigation, memory provisioning tuning to balance
    cost and performance, connection pooling for databases, and leveraging structured
    execution logs for real-time observability.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Serverless Architecture
  - AWS Lambda
  - Performance Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dashbird.io: 4 Tips for AWS Lambda Optimization for Production'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://dashbird.io/blog/serverless-case-study-coca-cola:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A key industrial case study tracking how Coca-Cola migrated critical
    transaction systems to serverless, noting immense scale capacity and severe operational
    cost savings.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Serverless
  - Case Studies
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'dashbird.io: Serverless Case Study – Coca-Cola'
  addition_method: manual
  v2_locations:
  - serverless.md
https://dashbird.io/blog/use-aws-free:
  description: ''
  addition_method: manual
  content_hash: 716de04fe41d380fe42b686888ff4fd127fe1e2e41e95d00cf5b644614f95db8
  health_score: 100.0
  last_checked: 1779030531.375072
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: A granular guide explaining strategies to optimize workload structures
    to remain within AWS Free Tier limits indefinitely. Ideal for early-stage prototyping,
    it details usage ceilings across EC2, Lambda, S3, and RDS.
  language: N/A
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: 'dashbird.io: Get started and keep using AWS for free'
https://dataaisummit.databricks.com/flow/db/dais2026/landing/page/home:
  addition_method: automatic
  ai_summary: 'The official landing portal for Databricks Data + AI Summit 2026, the
    premier industry conference centered around data engineering, analytics, MLOps,
    and generative AI.

    - **Architectural Value**: Aggregates industry advancements in data lakes, lakehouses,
    MLOps, and agentic AI.

    - **Key Features**: Provides registration, session schedules, and networking resources.

    - **Technical Significance**: Offers a centralized look into real-world deployments
    of Apache Spark, Delta Lake, and generative AI orchestration patterns.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: c4364c7503e1b1f4ec387333c1d3da11c384cf237499e88789d09dc443ce7c8f
  description: The premier global conference for data engineering, lakehouses, MLOps,
    and generative AI orchestration.
  hierarchy:
  - Data Engineering
  - Machine Learning
  - AI Conference
  - Databricks Ecosystem
  is_microservice: false
  language: en
  last_checked: 1780352544.370242
  reputation_status: Vetted
  reputation_summary: The flagship global conference for the data, analytics, and
    AI ecosystem hosted by Databricks, highly regarded by enterprise data engineers
    and architects.
  resource_type: event
  social_preview_url: ''
  source_provenance: X.com (ApacheSpark)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Databricks Data + AI Summit 2026
  year: '2026'
https://databaseschool.com/series/intro-to-postgres/videos/203:
  addition_method: automatic
  ai_summary: 'A technical video guide focusing on PostgreSQL optimization and foundational
    query planning from Aaron Francis''s Database School platform.

    * Breaks down the transaction lifecycle, indexes, and efficient schema design
    patterns.

    * Equips engineers with the analytical tools needed to diagnose query bottlenecks
    and resolve database constraints in high-throughput applications.'
  category: aws-databases
  complexity: beginner
  content_hash: ede7c0537f028b77c73e0e152280a1ed23184a9966c5a24fd3f802724e43c9a2
  description: An educational video diving into PostgreSQL schema, indexing, and query
    planning optimization under Aaron Francis's Database School.
  hierarchy:
  - Data Architecture
  - PostgreSQL
  - Database Design
  - Query Tuning
  is_microservice: false
  language: en
  last_checked: 1780352686.744484
  reputation_status: Vetted
  reputation_summary: Aaron Francis's database educational series is highly regarded
    for delivering practical, high-quality, and visually elegant PostgreSQL instruction.
  resource_type: video
  social_preview_url: https://databaseschool.com/width=1200,height=630,fit=cover/images/ogimage.jpg
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: database-education
  tags:
  - GUIDE
  - COMMUNITY-TOOL
  title: 'Database School: Intro to Postgres - Video 203'
  year: '2025'
https://databricks.com/blog/2020/09/11/announcing-databricks-labs-terraform-integration-on-aws-and-azure.html:
  addition_method: manual
  content_hash: 705b224a9a99a869e13792f7e1bee4bb83da368060fb07ce704a4c18d0c218a5
  description: ''
  health_score: 100.0
  last_checked: 1779032483.707798
  stars: 0
  status: online
  title: Announcing Databricks Labs Terraform integration on AWS and Azure
  v1_locations:
  - docs/terraform.md
  year: N/A
https://datacrazyworld.com/index.php/2025/03/16/automatiza-backups-de-sql-server-con-powershell:
  description: ''
  year: '2025'
  stars: 3
  ai_summary: Demonstrates native PowerShell script templates to automate Microsoft
    SQL Server backups. Offers a valuable guide for planning traditional database
    state transitions into hybrid Kubernetes clusters.
  language: PowerShell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Databases
  - SQL Server
  - Backup Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Automate SQL Server Backups with PowerShell
  addition_method: manual
  v2_locations:
  - databases.md
https://dataengineeringcentral.substack.com/p/why-is-everyone-trying-to-kill-airflow?sd=pf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032248.616409
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dataengineeringcentral.substack.com: Why is everyone trying to kill Airflow?'
    \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dataengineeringcentral.substack.com:
    Why is everyone trying to kill Airflow?' \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://datafix.com.au/BASHing:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curated advanced, production-grade techniques for executing heavy ETL,
    data cleaning, and CSV parsing operations utilizing pure terminal commands. Explores
    highly optimized pipelines built on sed, awk, grep, and shell scripts.
  language: Bash
  resource_type: Reference Guide
  complexity: Advanced
  hierarchy:
  - Linux
  - Automation
  - Data Ops
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "datafix.com.au: BASHing data - Data ops on the Linux command line \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://datascientest.com/en/azure-devops-pipeline-yaml-why-configure-ci-cd-pipelines-with-yaml:
  addition_method: manual
  content_hash: 6dbb214b320f30956ba3abb8622b5a1ba7502c277d219811533572a2e076232e
  description: ''
  health_score: 100.0
  last_checked: 1779033775.385852
  stars: 0
  status: online
  title: '==datascientest.com: Azure DevOps Pipeline YAML: why configure CI/CD pipelines''
    with YAML?=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://datascientest.com/en/azure-devops-vs-github-actions-which-is-the-best-ci-cd-tool:
  addition_method: manual
  content_hash: 8898b001b276356acce78fd70da23c18794c137681e208b6ca9d2056934f4445
  description: ''
  health_score: 100.0
  last_checked: 1779031457.796215
  stars: 0
  status: online
  title: 'Azure DevOps vs GitHub Actions: Which is the best CI/CD tool?'
  v1_locations:
  - docs/azure.md
  year: N/A
https://datastation.multiprocess.io/blog/2022-03-03-improving-go-json-encoding-performance-for-large-arrays-of-objects.html:
  addition_method: manual
  ai_summary: An insightful profiling case study on optimizing JSON serialization
    speeds in Go for large object payloads, highlighting GC allocation metrics and
    custom parsing alternatives.
  complexity: Advanced
  content_hash: 62048d0d8ee70315a09b7530b5693ce69e354e46e116a348fd1ed8b2a2c26efa
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Performance Tuning
  is_microservice: true
  language: en
  last_checked: 1779029060.767122
  needs_ai_refresh: true
  resource_type: Case Study
  stars: 0
  status: online
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  title: 'datastation.multiprocess.io: Speeding up Go''s builtin JSON encoder up to''
    55% for large arrays of objects'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://datree.io/blog/git-commit-message-conventions-for-readable-git-log:
  addition_method: manual
  content_hash: 1fb19f74bda643388d08f5b4dd46eab5b7cb5616b679576ce18de7530f52e0b1
  description: ''
  health_score: 100.0
  last_checked: 1779034012.766648
  stars: 0
  status: online
  title: How to Get More Out of Your Git Commit Message
  v1_locations:
  - docs/git.md
  year: N/A
https://datree.io/blog/useful-git-commands-list:
  addition_method: manual
  content_hash: 6016e4eecbe1350639055aee133cff5ff509790ff0233e35c47fd00c7c38a9ca
  description: ''
  health_score: 100.0
  last_checked: 1779031397.387668
  stars: 0
  status: online
  title: 10 useful Git commands you wish existed – and their alternatives
  v1_locations:
  - docs/git.md
  year: N/A
https://datree.io/resources/argocd-best-practices-you-should-know:
  addition_method: manual
  content_hash: c63ae131429a92f8f9b779333811592360a2d23d22cefa4e72962f71884e077e
  description: ''
  health_score: 100.0
  last_checked: 1779033655.847288
  stars: 0
  status: online
  title: 'datree.io: ArgoCD Best Practices'
  v1_locations:
  - docs/argo.md
  year: N/A
https://datree.io/resources/eks-1-22-upgrade-tutorial:
  addition_method: manual
  content_hash: 3f8136951d1a1e6eafc35b588a4118b8a4e65d6d525502f539850ee5e35b211d
  description: ''
  health_score: 100.0
  last_checked: 1779034034.723023
  stars: 0
  status: online
  title: 'datree.io: EKS 1.22 Upgrade Tutorial'
  v1_locations:
  - docs/kubernetes-releases.md
  year: N/A
https://datree.io/resources/kubernetes-readiness-and-liveness-probes-best-practices:
  addition_method: manual
  content_hash: e033761c60b8f2f0ba027dbdf531f2ee9cf70ac448517ef79194c72226b51a60
  description: ''
  health_score: 100.0
  last_checked: 1779032371.758502
  stars: 0
  status: online
  title: 'datree.io: 6 Best Practices for Effective Readiness and Liveness Probes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://dave.cheney.net/high-performance-json.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A seminal technical deep-dive into the design of high-performance JSON
    parsers within the Go runtime ecosystem. Discusses CPU caching strategies, memory
    allocations, and custom scanning to optimize serialization pipelines.
  language: Go
  resource_type: Technical Article
  complexity: High
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Performance & Parsing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Building a high performance JSON parser
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://dave.cheney.net/paste/ingress-is-dead-long-live-ingressroute.pdf:
  addition_method: manual
  content_hash: c572b2801fb6cdb1b94c0d3eed7d2ecd548425aac9c849464856f7ff30b50211
  health_score: 100.0
  last_checked: 1779030208.744608
  v1_locations:
  - docs/kubernetes-networking.md
https://daveops.xyz/2020/08/25/administrar-usuarios-en-eks:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031735.322464
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'daveops.xyz: Administrar usuarios en EKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering daveops.xyz:
    Administrar usuarios en EKS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://daveops.xyz/en/2020/09/18/running-db-migrations-on-kubernetes-with-helm:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034223.764206
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'daveops.xyz: Running DB migrations on Kubernetes with Helm'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering daveops.xyz:
    Running DB migrations on Kubernetes with Helm in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://davidsr.me/deploy-azure-waf-with-terraform-and-azure-devops:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A practical tutorial detailing how to declare Azure Web Application
    Firewall (WAF) rule sets as Terraform variables. Configures Azure DevOps pipelines
    for automated validation and execution of the plans.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Azure Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'davidsr.me: Deploy Azure WAF with Terraform and Azure DevOps'
  addition_method: manual
  v2_locations:
  - demos.md
https://davidwalsh.name/more-awesome-git-aliases:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores sophisticated shell integration aliases designed for experienced
    CLI engineers. Demonstrates chain commands, unstage macros, and custom log formats
    to maximize terminal workflow efficiency.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Git Core
  - Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'davidwalsh.name: More Awesome Git Aliases'
  addition_method: manual
  v2_locations:
  - git.md
https://davidxiang.com/2021/01/10/kafka-as-a-database:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical exploration of whether Apache Kafka should be utilized
    as a primary database. It clarifies Kafka's persistence guarantees, limitations
    in ad-hoc indexing, and the architectural trade-offs of utilizing brokers as durable
    systems of record.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Architectural Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'davidxiang.com: Kafka As A Database? Yes Or No'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://dbafromthecold.com/2020/04/08/adjusting-pod-eviction-time-in-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains how to customize node and pod eviction behaviors during network
    partitions. Shows how to adjust parameters like pod-eviction-timeout and node-monitor-grace-period
    to prevent unnecessary database state re-syncs during transient packet loss.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Resilience Tuning
  - Node Evictions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dbafromthecold.com: Adjusting pod eviction time in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dbasecenter.com/blog/the-top-5-mysql-performance-variables:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032179.659679
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dbasecenter.com: The top 5 MySQL performance variables'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dbasecenter.com:
    The top 5 MySQL performance variables in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dbatools.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: An open-source, community-driven PowerShell module consisting of hundreds
    of command abstractions for automated SQL Server administration and migration.
    It allows administrators to securely perform complex backups, migration tasks,
    security audits, and configuration deployments in seconds. A vital tool for database
    engineering teams migrating infrastructure to the cloud.
  language: PowerShell / SQL
  resource_type: Software Toolkit
  complexity: Advanced
  hierarchy:
  - Platform Automation & Tooling
  - Database Administration
  - dbatools Module
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: dbatools.io
  addition_method: manual
  v2_locations:
  - azure.md
https://ddev.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: DDEV is an open-source local development tool built on Docker that abstracts
    container complexity for PHP, Node.js, and Python CMS environments. Live grounding
    confirms its extensive use in enterprise web development, offering automated local
    SSL, seamless DB migrations, and platform integrations. It remains a key standard
    for teams looking to mirror production architectures locally with minimal overhead.
  language: Go
  resource_type: tool
  complexity: Intermediate
  hierarchy:
  - Development Environments
  - Local Orchestration
  - DDEV
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ddev.com
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://debezium.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Debezium is the industry-standard distributed platform for log-based
    Change Data Capture (CDC). Built on top of Apache Kafka Connect, it translates
    row-level database changes into real-time event streams with minimal database
    overhead. This ensures strict transactional consistency across decoupled microservice
    architectures.
  language: Java
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Change Data Capture
  - Debezium
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: '**Debezium**:'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://debezium.io/blog/2020/02/25/lessons-learned-running-debezium-with-postgresql-on-rds:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This operational retrospective outlines key lessons from running Debezium
    with PostgreSQL databases on Amazon RDS. It addresses replication slot management,
    Write-Ahead Log (WAL) retention dynamics, network failover behaviors, and AWS-specific
    performance configurations under heavy write operations.
  language: N/A
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Change Data Capture
  - Production Case Studies
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'debezium.io: Lessons Learned from Running Debezium with PostgreSQL on Amazon
    RDS'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://debezium.io/blog/2021/10/20/using-debezium-create-data-lake-with-apache-iceberg:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural guide illustrates how to combine Debezium CDC with
    Apache Iceberg to create a low-latency, ACID-compliant transactional data lake.
    It outlines how streaming database changes can be direct-written to open-table
    formats to support scalable and cost-effective analytical engines.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Data Lakehouse
  - Apache Iceberg
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'debezium.io: Using Debezium to Create a Data Lake with Apache Iceberg'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://debuild.co:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Debuild is an AI-powered low-code generator that enables rapid development
    of web applications by translating natural language prompts into working React
    code and SQL schemas. Curator insights highlight its potential to democratization
    development. Live engineering assessments view this technology as a precursor
    to modern agentic software development, emphasizing the need for robust automated
    CI/CD safety nets to evaluate generated code.
  language: JavaScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Low-Code & AI Development
  - Application Generation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Debuild
  addition_method: manual
  v2_locations:
  - devops.md
https://decisivedevops.com/kubernetes-events-news-feed-of-your-kubernetes-cluster-826e08892d7a:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This guide explains the utility of Kubernetes events as a real-time
    diagnostic feed of cluster activities. It demonstrates how to capture, filter,
    and stream these resource events to external observability backends using open-source
    collectors. Properly configured event logging ensures that platform teams maintain
    a historical record of pod crashes and scheduling failures.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Observability
  - Events Logging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'decisivedevops.com: Kubernetes Events — News feed of your cluster'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://declarando.es:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A dedicated tax-management and automated accounting platform engineered
    for Spanish freelancers. It leverages algorithmic optimizations to automate VAT
    and personal income tax returns, maximizing deductible business expenses dynamically.
  language: N/A
  resource_type: SaaS
  complexity: Intermediate
  hierarchy:
  - Careers
  - Freelancing
  - Financial Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: declarando.es
  addition_method: manual
  v2_locations:
  - freelancing.md
https://decodingml.substack.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032166.742653
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'decodingml.substack.com: Decoding ML Newsletter'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering decodingml.substack.com:
    Decoding ML Newsletter in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://decodingml.substack.com/p/how-to-ensure-your-models-are-fail:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032380.391729
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'decodingml.substack.com: How to ensure your models are fail-safe in production?'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering decodingml.substack.com:
    How to ensure your models are fail-safe in production? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://deepsource.com/blog/zero-downtime-deployment:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A deep dive into zero-downtime updates using liveness and readiness
    probes. Reviews how readiness state propagation prevents traffic from hitting
    newly spun containers before they are ready.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Deployments
  - Release Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'deepsource.io: Breaking down zero downtime deployments in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://deepsource.io/blog/zero-downtime-deployment:
  addition_method: manual
  content_hash: 1cbfd14171774ccc28b2985299a66a8326911c882f102d2b33d4c5de4d13cced
  description: ''
  health_score: 100.0
  last_checked: 1779034109.845858
  stars: 0
  status: online
  title: 'deepsource.io: Breaking down zero downtime deployments in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://deeptimittalblogger.medium.com/event-driven-architecture-111f504a8cbc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031676.553578
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'deeptimittalblogger.medium.com: Event driven architecture'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering deeptimittalblogger.medium.com:
    Event driven architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dekorate.io:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: An annotation-based code generation tool that automatically creates
    Kubernetes manifests (YAML, JSON) during compile time. By decorating Java code
    directly, developers can emit Deployment, Service, and Ingress templates without
    leaving their IDEs. While highly convenient for Java-centric shops, it can obscure
    platform-level complexities that DevOps teams may need to manage externally.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - Inner Loop
  - Manifest Generation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Dekorate
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://denic.hashnode.dev/resources-to-crush-the-technical-interview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030736.450278
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'denic.hashnode.dev: Resources to crush the technical interview'
  v1_locations:
  - docs/interview-questions.md
  v2_locations:
  - interview-questions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering denic.hashnode.dev:
    Resources to crush the technical interview in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://deniscooper.co.uk/azure-devops-terraform-pipeline:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A comprehensive configuration guide showing how to set up robust, multi-stage
    YAML pipelines in Azure DevOps for Terraform configurations. Solves remote backend
    locking and authentication hurdles.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Terraform
  - Azure DevOps Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Azure DevOps Terraform Pipeline (Complete Guide + YAML Examples)
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
? https://denniszielke.medium.com/using-azure-container-apps-at-scale-instead-of-your-building-your-own-naas-on-top-of-k8s-7c4760c2511f
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029838.054093
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'denniszielke.medium.com: Using Azure Container Apps at scale instead of''
    your building your own NaaS on top of K8s?'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering denniszielke.medium.com:
    Using Azure Container Apps at scale instead of'' your building your own NaaS on
    top of K8s? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://deors.wordpress.com/2019/04/25/jenkins-ci-pipeline-java-spring-boot-maven-docker:
  addition_method: manual
  content_hash: 1bb4a1e5a4582cacf5384645a3dd90982e92db22cb9924a9f1c6c52d08013e3c
  description: ''
  health_score: 100.0
  last_checked: 1779030587.406345
  needs_ai_refresh: true
  stars: 0
  title: ref 2
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://dev-k8sref-io.web.app:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An alternative interactive API schema browser and resource reference
    for Kubernetes. Delivers structured, searchable navigation for complex API objects,
    making it easier for platform engineers to write clean yaml manifests and validate
    schema specifications across different versions.
  language: English
  resource_type: Developer Utility
  complexity: Intermediate
  hierarchy:
  - Education
  - Reference Guides
  - API Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: dev-k8sref-io.web.app
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev-vibe.medium.com/encrypt-helm-sensitive-data-9d7622e41d00:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029369.326974
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dev-vibe.medium.com: Encrypt Helm sensitive data'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dev-vibe.medium.com:
    Encrypt Helm sensitive data in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dev.to/_nicolas_louis_/how-to-run-docker-on-windows-without-docker-desktop-hik:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Shows how to run the Docker Engine on Windows using a native WSL2 Ubuntu
    distribution instead of Docker Desktop. Helps developers avoid licensing costs
    on corporate Windows machines.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Local Development
  - WSL2
  - Alternatives
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: How to run docker on Windows without Docker Desktop'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/aashiya123/git-commands-cheatsheet-advanced-20-git-commands-advanced--35i3:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: Advanced digest targeting complex tasks like history
    modification, interactive rebases, and stash pop operations. Live Grounding: Essential
    for developers working inside highly active, multi-contributor master branches
    who need to cleanly integrate patches with minimum noise.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate-Advanced
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Git Commands Cheatsheet: Advanced (20+ Git Commands Advanced )'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dev.to/abdorah/how-to-create-production-docker-image-ready-for-deployment-4bbe:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Walks through hardening containers for production. Focuses on minimizing
    layers, excluding development dependencies, running as non-root users, and managing
    secrets securely.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Containers & Orchestration
  - Image Engineering
  - Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: How to create a production Docker image'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/abhinavd26/all-about-k3s-lightweight-kubernetes-3ell:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: A basic primer reviewing K3s' lightweight design principles, highlighting
    how removing non-essential drivers allows it to run smoothly on minimal RAM configurations.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Edge & IoT
  - Introduction
  - Quick Starts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: All about k3s - Lightweight Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - rancher.md
https://dev.to/actitime/whats-wrong-with-measuring-developer-performance-10-best-metrics-5620:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Critiques traditional individual developer performance metrics (such
    as lines of code, pull request count, or hours worked) as highly gamable and toxic
    to collaboration. Proposes ten alternative high-value holistic metrics centered
    on cycle times, collaboration, defect density, and deployment safety, facilitating
    sustainable delivery pipelines and high developer experience.
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Metrics & Analytics
  - Developer Productivity
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'dev.to: What’s Wrong With Measuring Developer Performance (+ 10 Best Metrics)'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://dev.to/ajeetraina/top-200-kubernetes-tools-for-devops-engineer-like-you-3h7e:
  addition_method: manual
  content_hash: df90aba87b4844ffdf3021a6f15d30fb892e50676beee253a6ed1500e3c62488
  description: ''
  health_score: 100.0
  last_checked: 1779029820.531025
  stars: 0
  status: online
  title: 'dev.to: Top 200 Kubernetes Tools for DevOps Engineer Like You'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://dev.to/aksrao1998/dockerize-a-golang-http-server-and-deploy-it-on-kubernetes-592j:
  addition_method: manual
  ai_summary: Curator Insight explains how to wrap a basic Go HTTP server into a Docker
    container and set up K8s deployment manifests. Live Grounding identifies this
    as a foundational tutorial detailing deployment mechanics, services, and ports.
  complexity: Beginner
  content_hash: 45ef4028a66be8d1a701c24c44c99bb8640cc2a5e33cf8019bc08014ee6e3bfa
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Containers
  - Dockerizing Go
  is_microservice: true
  language: English
  last_checked: 1779031439.943305
  needs_ai_refresh: true
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dev.to: Dockerize a GoLang HTTP server and deploy it on Kubernetes'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://dev.to/aleksk1ng/go-kafka-and-grpc-clean-architecture-cqrs-microservices-with-jaeger-tracing-45bj:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Implements high-throughput event sourcing and CQRS patterns in Go using
    gRPC, Apache Kafka, and PostgreSQL. Demonstrates how clean architecture and domain-driven
    design structure scalable systems, while integrating Jaeger for end-to-end distributed
    transaction tracing.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Event-Driven Architectures
  - Go & CQRS
  - gRPC Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Go, Kafka and gRPC clean architecture CQRS microservices with Jaeger
    tracing'
  addition_method: manual
  v2_locations:
  - demos.md
https://dev.to/amanhimself/how-to-configure-vscode-bracket-pair-colors-natively-3nl:
  description: ''
  addition_method: manual
  content_hash: 1c9f12f772ceeff004b5e5fdc0c4ca72cb3d59abef463c093f11b05477bf25fd
  health_score: 100.0
  last_checked: 1779030589.11599
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: Provides deep details on configuring native bracket pair colorization
    in VS Code settings. Highlights the migration from resource-heavy third-party
    extensions to the built-in, highly optimized AST-based rendering engine to lower
    CPU utilization.
  language: JSON
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: 'dev.to: How to configure VSCode Bracket Pair Colors Natively'
https://dev.to/amplication/extending-gitops-effortless-continuous-integration-and-deployment-on-kubernetes-1oem:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Explores architectural models for bridging continuous integration (CI)
    platforms with GitOps-driven deployment mechanisms. Emphasizes clean decoupling
    where CI updates target config states while Kubernetes reconcile loops execute
    the rollout.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps & CD
  - CI/CD Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Extending GitOps: Effortless continuous integration and deployment
    on Kubernetes'
  addition_method: manual
  v2_locations:
  - argo.md
https://dev.to/ankit01oss/5-github-projects-to-make-you-a-better-devops-engineer-2fkl:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Features five open-source GitHub resources for training, covers interactive
    shell practices, Kubernetes cluster orchestration models, production-level networking
    checklists, and system design structures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Community Resources
  - Hands-on Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: 5 GitHub Projects to make you a better DevOps Engineer \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://dev.to/appland/video-visualize-the-architecture-of-your-java-app-in-vs-code-in-2-minutes-568j:
  addition_method: manual
  content_hash: d1ad685891679905b0fdd1b94502225d97ab2a117764266aaa045729d40d16af
  description: ''
  health_score: 100.0
  last_checked: 1779030069.296169
  stars: 0
  status: online
  title: 'dev.to: Video: Visualize the architecture of your Java app, in VS Code,''
    in 2 ¹/₂ minutes'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://dev.to/appmap/video-visualize-the-architecture-of-your-java-app-in-vs-code-in-2-minutes-568j:
  description: ''
  addition_method: manual
  content_hash: 5d75699b6e05e806c15e427a611979a335a5648d9e046d8a46105a75733f72b3
  health_score: 100.0
  last_checked: 1779130494.983141
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  stars: 0
  ai_summary: An introduction to AppMap for VS Code, illustrating how to automatically
    record and render execution paths, database queries, and architectural layouts
    of Java applications in real time.
  language: Java
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - Architecture Visualization
  is_microservice: true
  title: 'dev.to: Video: Visualize the architecture of your Java app, in VS Code,
    in 2 ¹/₂ minutes'
https://dev.to/arpanadhikari/reusable-aws-iam-role-for-service-accounts-irsa-for-k8s-terraform-module-2og2:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A reusable Terraform module designed to configure IAM Roles for Service
    Accounts (IRSA) on AWS Kubernetes nodes. It establishes precise OIDC identity
    providers to achieve pod-level permission isolation.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to/arpanadhikari: Reusable AWS iam role for service-accounts (IRSA for
    k8s ) terraform module'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/arunkc/get-started-with-apache-airflow-1218:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An introductory guide covering the fundamental architecture of Apache
    Airflow. It helps developers write their first Python-based Directed Acyclic Graphs
    (DAGs) using basic Operators, sensors, and scheduling definitions.
  language: Python
  resource_type: Blog Post
  complexity: Basic
  hierarchy:
  - Orchestration
  - Workflows
  - Apache Airflow
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Get started with Apache Airflow'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://dev.to/attaullahshafiq10/dev-ops-59dm:
  description: "- Its a culture, concept, process and approach that merges software
    requirement gathering, software development, testing, quality assurance, system
    configurations, product deployment and operations. Organizations building or improving
    software products are moving towards a DevOps approach where development, testing,
    security, quality assurance and operations are getting merged within a large team
    and those technical resources work side by side to achieve higher return on investment\n
    \   - DevOps is one of the most broad topics within software dev because it lacks
    boundaries and limitations. Many technologies, tools, concepts, processes and
    ideas converge to give a good DevOps pipeline and DevOps process resulting in
    agile planning, continuous integration, continuous delivery, and high level monitoring
    of your enterprise level software systems. Hence, devops is not a single role
    or even a team's work that deals with all the technologies and processes. It a
    mixture of culture, traditions and process."
  year: '2021'
  stars: 0
  ai_summary: A detailed overview of DevOps as a shared culture and process. Explains
    how merging requirements, coding, automated testing, and infrastructure management
    within unified teams improves software delivery speed and quality.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps Methodology
  - Foundational Principles
  - Culture & Process
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: DEV-OPS'
  addition_method: manual
  v2_locations:
  - devops.md
https://dev.to/aurelievache/kubernetes-sketchnotes-pods-4ib0:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An illustrated sketchnote guide mapping the basic structures and concepts
    of Kubernetes Pods. Curator Insight praises the clarity of visual-oriented learning.
    Live Grounding confirms its heavy usage as an onboarding tool for junior engineers.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Platform
  - Container Orchestration
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'https://dev.to/aurelievache: Understanding Kubernetes: part 1 – Pods'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dev.to/aurelievache/understanding-istio-part-1-istio-components-4ik5:
  description: "- [dev.to/aurelievache: Understanding Istio: part 9 – DestinationRule](https://dev.to/aurelievache/understanding-istio-part-9-destinationrule-1g7e)\n
    \   - [dev.to/aurelievache: Understanding Istio: part 16 – Observability / Metrics](https://dev.to/aurelievache/understanding-istio-part-16-observability-metrics-2m8p)"
  year: '2021'
  stars: 0
  ai_summary: Illustrated introductory series that demystifies core Istio components
    including virtual services, gateway declarations, destination rules, and observability
    patterns.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Service Mesh
  - Networking
  - Education
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to/aurelievache: Understanding Istio: part 1 – Istio Components'
  addition_method: manual
  v2_locations:
  - istio.md
https://dev.to/aurelievache/understanding-istio-part-16-observability-metrics-2m8p:
  addition_method: manual
  content_hash: eeb17a9dc77ef7ee62db1b0a1001391a4f5e4a4d3429daa87bdc4e4439cd24a1
  description: ''
  health_score: 100.0
  last_checked: 1779029356.181654
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/aurelievache: Understanding Istio: part 16 – Observability / Metrics'
  v1_locations:
  - docs/istio.md
  year: N/A
https://dev.to/aurelievache/understanding-istio-part-9-destinationrule-1g7e:
  addition_method: manual
  content_hash: 2e623cf8725bd47f95788b1f66fb1e12be17c6cb2ef27abbcf4b38fee0bd9754
  description: ''
  health_score: 100.0
  last_checked: 1779034152.436014
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/aurelievache: Understanding Istio: part 9 – DestinationRule'
  v1_locations:
  - docs/istio.md
  year: N/A
https://dev.to/aurelievache/understanding-kubernetes-part-22-limitrange-144l:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Visual and friendly guide to using `LimitRange` objects in Kubernetes.

    - Illustrates how namespace boundaries act as safety nets, auto-injecting default
    CPU/Memory limits when missing.

    - Excellent for developer onboarding and cluster-wide resource compliance.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Resource Management
  - Policy & Governance
  - Limit Ranges
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/aurelievache: Understanding Kubernetes: part 22 – LimitRange'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/aurelievache/understanding-kubernetes-part-48-kubernetes-127-changelog-1alk:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A detailed technical breakdown of the Kubernetes 1.27 'Chill Vibes'
    release. Focuses on key API graduations, component deprecations, and structural
    upgrades such as the stable graduation of SeccompDefault, container runtime interface
    (CRI) refactoring, and security advancements.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Container Orchestration
  - Kubernetes Release Notes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Understanding Kubernetes: part 48 – Kubernetes 1.27 Changelog'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://dev.to/aws-builders/adding-an-ebs-volume-to-a-running-aws-ec2-instance-311l:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical step-by-step guide on dynamically attaching and mounting
    an Elastic Block Store (EBS) volume to an active Linux EC2 instance. Covers the
    CLI/Console orchestration, filesystem creation, and mounting adjustments (via
    fstab) required to safely expand storage capacity without inducing instance downtime.
  language: Bash
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Compute
  - AWS EC2
  - Storage Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Adding an EBS volume to a running AWS EC2 Instance'
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://dev.to/aws-builders/amazon-vpc-lattice-build-applications-not-networks-59j8:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep dive into Amazon VPC Lattice, detailing how it decouples service
    communication networks from low-level VPC configuration constraints. It highlights
    the use of Lattice to manage traffic policies, authentication, and cross-cluster
    service-to-service communication with minimal operational overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Service Mesh
  - AWS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/aws-builders: Amazon VPC Lattice — Build Applications, Not Networks'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://dev.to/aws-builders/aws-app-runner-how-to-deploy-containerized-applications-using-app-runner-1f7c:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight details the operational steps for configuring and running
    Dockerized workloads on AWS App Runner. Live Grounding verifies this as a classic,
    high-value guide for transitioning traditional VMs to serverless containers without
    having to manage raw ECS or EKS orchestration.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Container Orchestration
  - App Runner
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to: AWS App Runner : How to deploy containerized applications using
    App Runner'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://dev.to/aws-builders/aws-waf-web-application-firewall-deep-dive-15bd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive technical exploration of AWS WAF deployment strategies.
    It covers rule evaluation order, IP sets, custom response headers, logging architectures
    to Kinesis Data Firehose, and best practices for configuring rate limiting and
    Geo-Match restrictions.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Network Security
  - Web Application Protection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: AWS WAF (Web Application Firewall): Deep Dive'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://dev.to/aws-builders/best-practices-for-securing-kubernetes-deployments-1jg6:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents an action-oriented best practice matrix covering cluster configuration
    and pod safety profiles. Details etcd encryption setups, secure secrets distribution
    patterns, and implementing standard Pod Security Admission policies. Highly recommended
    for establishing cluster baselines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Cluster Hardening
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to/aws-builders: Best Practices for Securing Kubernetes Deployments
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://dev.to/aws-builders/best-practices-when-designing-aws-architecture-4c8d:
  description: ''
  addition_method: manual
  content_hash: 0b3ed91b300dc97b96241ed4a089fb7260d0734b0b386735043aab5923dec739
  health_score: 100.0
  last_checked: 1779030864.897039
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: A deep dive into the operational best practices of the AWS Well-Architected
    Framework. Key topics include decoupling architectural dependencies, horizontal
    scaling mechanisms, and programmatic resource orchestration.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Architecture & Guides
  is_microservice: false
  title: "dev.to: Best Practices When Designing AWS Architecture \U0001F31F\U0001F31F"
https://dev.to/aws-builders/continuous-integration-and-deployment-on-aws-and-a-wishlist-for-cicd-tools-on-aws-5a13:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A Dev.to article discussing CI/CD architectures within AWS environments,
    containing a developer wishlist for next-generation pipeline features. It compares
    CodePipeline, GitHub Actions, and custom runners, detailing trade-offs in execution
    speeds, artifact management, and IAM-gated controls. Perfect for team leads structuring
    secure platform automation.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - CI/CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Continuous Integration and Deployment on AWS - and a wishlist for
    CI/CD Tools on AWS'
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://dev.to/aws-builders/creating-a-rest-api-with-infrastructure-as-code-terraform-serverless-lambda-python-part-2-cicd-g8h:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines a modern serverless deployment loop, coupling HashiCorp Terraform
    with AWS API Gateway and Lambda functions. Part 2 focuses on constructing automated
    GitHub Actions CI/CD deployment pipelines for infrastructure and application code
    layers.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Serverless Deployment
  - Terraform & AWS Lambda
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Creating a Rest API with Infrastructure as Code (Terraform) & Serverless
    (Lambda + Python) - Part 2 CI/CD'
  addition_method: manual
  v2_locations:
  - demos.md
https://dev.to/aws-builders/creating-an-eks-cluster-and-node-group-with-terraform-1lf6:
  description: "- [dev.to: Install & Manage Amazon EKS Add-ons with Terraform](https://dev.to/aws-builders/install-manage-amazon-eks-add-ons-with-terraform-2dea)\n
    \       - Amazon VPC CNI\n        - CoreDNS\n        - Amazon EBS CSI"
  year: '2023'
  stars: 0
  ai_summary: Walks engineers through setting up Amazon EKS Managed Node Groups with
    Terraform. It covers the declarative configuration of essential EKS Add-ons, specifically
    Amazon VPC CNI, CoreDNS, and EBS CSI drivers.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Creating an EKS Cluster and Node Group with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/aws-builders/deploying-a-containerized-app-to-ecs-fargate-using-a-private-ecr-repo-terragrunt-5b8a:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A container orchestration blueprint demonstrating ECS Fargate deployment
    via Terragrunt. Uses secure private ECR registries, ECS Task definitions, and
    automated cloud network isolation patterns to run enterprise-grade microservices.
  language: HCL
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Compute & Serverless
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to/aws-builders: Deploying a Containerized App to ECS Fargate Using
    a Private ECR Repo & Terragrunt'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/aws-builders/devops-made-easy-install-aws-cli-ecs-cli-docker-terraform-using-chocolatey-2lld:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A step-by-step local workstation bootstrapping guide using the Windows
    Chocolatey package manager. Instructs how to quickly establish consistent local
    administration tooling, installing docker-cli, terraform, aws-cli, and ecs-cli
    to prepare for cloud resource management.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Operations
  - Local Environment Setup
  - Package Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'DevOps Made Easy: Install AWS CLI, ECS CLI, Docker & Terraform Using Chocolatey'
  addition_method: manual
  v2_locations:
  - devops.md
  - aws.md
https://dev.to/aws-builders/disaster-recovery-cheat-sheetwrite-up-o62:
  description: ''
  addition_method: manual
  content_hash: 018a1be0e9f16a4e41494c451fe41970425f9a7cc83a68b5d8b3951cf485de8b
  health_score: 100.0
  last_checked: 1779031163.892526
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: A disaster recovery reference sheet translating AWS Well-Architected
    DR metrics (RTO and RPO) into specific execution patterns. It compares pilot light,
    warm standby, and active-active multi-region failover models.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Architecture & Guides
  is_microservice: false
  title: "dev.to: Disaster Recovery Cheat-sheet/Write-up \U0001F31F"
https://dev.to/aws-builders/eks-iam-deep-dive-136d:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth exploration of the security layer connecting AWS Identity
    and Access Management with EKS. Details authentication and authorization, explaining
    how IAM roles map to Kubernetes groups to achieve a robust security boundary.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Security & Compliance
  - IAM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: EKS IAM Deep Dive \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://dev.to/aws-builders/event-driven-architectures-using-aws-with-example-3d2d:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Breaks down standard Event-Driven Architecture (EDA) paradigms, demonstrating
    asynchronous patterns utilizing AWS EventBridge, SQS, and Lambda. Illustrates
    decoupling domains to achieve maximum system scalability and operational tolerance.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Serverless Architecture
  - Event-Driven
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Event driven architectures using AWS with example'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://dev.to/aws-builders/from-scratch-oidc-providers-252d:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines the configuration of OpenID Connect (OIDC) providers to establish
    a trust relationship between multi-cloud workloads and AWS IAM. Discusses keyless
    authentication paradigms and JSON Web Token (JWT) validation without requiring
    long-lived access keys.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Security
  - Identity & Access Management
  - OIDC Providers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/aws-builders: From Scratch: OIDC Providers'
  addition_method: manual
  v2_locations:
  - demos.md
https://dev.to/aws-builders/getting-started-with-sns-and-sqs-3m4i:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Provides a practical introduction to setting up AWS Simple Notification
    Service (SNS) and Simple Queue Service (SQS) patterns, outlining operational configurations
    for messaging-driven microservices.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Integration
  - Messaging Services
  - AWS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Getting started with SNS and SQS'
  addition_method: manual
  v2_locations:
  - aws-messaging.md
https://dev.to/aws-builders/go-fast-and-reduce-risk-using-cdk-to-deploy-your-serverless-applications-on-aws-2i3k:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the advantages of deploying AWS serverless architectures via
    the AWS Cloud Development Kit (CDK) over classic raw CloudFormation or SAM. Highlights
    object-oriented constructs, automated IAM policy generation, and multi-environment
    validation patterns.
  language: TypeScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - AWS CDK
  - Serverless IaC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Go fast and reduce risk: using CDK to deploy your serverless applications
    on AWS'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://dev.to/aws-builders/how-to-automate-aws-ebs-snapshots-54og:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Explains how to configure Amazon Data Lifecycle Manager (DLM) to schedule
    and automate AWS EBS snapshot generation without script maintenance. Live Grounding
    indicates DLM as a standard cloud operations practice, eliminating cron-based
    scripts and reducing compliance failure risk.
  language: English
  resource_type: Blog / Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - AWS Storage
  - Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Best way to Automate AWS EBS Snapshots (without scripts)'
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://dev.to/aws-builders/how-to-deploy-a-serverless-website-with-terraform-5677:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A thorough guide details the process of deploying high-performance serverless
    static web platforms on AWS using Terraform. Connects CloudFront distributions,
    S3 hosting buckets, ACM SSL validation, and Route53 DNS zones.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Compute & Serverless
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: How to deploy a serverless website with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/aws-builders/how-to-get-started-with-devops-what-skills-should-we-start-with-5efp:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: A beginner-focused roadmap detailing key technologies
    to study for AWS DevOps integration. Live Grounding: Recommends mastering basic
    infrastructure-as-code patterns, CI/CD mechanisms, and AWS core services to implement
    solid pipeline architectures.'
  language: en
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Career Paths
  - AWS Pathways
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/aws-builders: How to get started with DevOps? What skills should
    we start with?'
  addition_method: manual
  v2_locations:
  - devops.md
https://dev.to/aws-builders/how-well-architected-enables-junior-engineers-24j:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines how the AWS Well-Architected Framework acts as an educational
    and operational safety net for junior engineers, establishing structured system
    design patterns across developer teams.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - Engineering Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: How Well-Architected Enables Junior Engineers'
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://dev.to/aws-builders/install-manage-amazon-eks-add-ons-with-terraform-2dea:
  addition_method: manual
  content_hash: 717374a72d37dd853213e3148977bc4f8a0632ec5334c368d592c37de8314e20
  description: ''
  health_score: 100.0
  last_checked: 1779031787.810717
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to: Install & Manage Amazon EKS Add-ons with Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://dev.to/aws-builders/introduction-to-aws-sam-serverless-application-model-12oc:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An introduction to the AWS Serverless Application Model (SAM). Demonstrates
    how this declarative YAML framework extends CloudFormation, drastically simplifying
    the resource definition of REST APIs, databases, and scheduled execution scripts.
  language: YAML
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - AWS SAM
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/aws-builders: Introduction to AWS SAM (Serverless Application Model)'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://dev.to/aws-builders/karpenter-the-better-autoscaling-solution-for-kubernetes-part-1-4pd5:
  description: ''
  addition_method: manual
  content_hash: 52684b303712c02fba044f9de1e86d423c2661b1ea2e580d270fd480421cf085
  health_score: 100.0
  last_checked: 1779034172.832987
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: The first installment of a tutorial series explaining why Karpenter
    outperforms traditional autoscaling models. The article details the core operational
    differences, node-provisioning delays in older architectures, and provides a clear
    breakdown of Karpenter's YAML configuration structures.
  language: English
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Autoscaling
  - Resource Provisioning
  - Tutorials
  is_microservice: false
  title: 'dev.to: Karpenter: The Better Autoscaling Solution for Kubernetes- Part''
    1'
https://dev.to/aws-builders/keycloak-with-nginx-ingress-6fo:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Provides configuration patterns for exposing Keycloak behind an Nginx
    Ingress Controller in Kubernetes. Walks through configuring SSL termination, proxy
    headers, path rewrites, and secure cookie forwarding, avoiding common proxy-looping
    and domain-mismatch pitfalls.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access Management
  - Ingress Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to: KeyCloak with Nginx Ingress'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://dev.to/aws-builders/manage-webhooks-at-scale-with-aws-serverless-fof:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details a resilient cloud architecture designed to consume, validate,
    and process high-volume webhook traffic. Employs Amazon API Gateway to ingest
    requests, Amazon SQS to decouple workloads, and AWS Lambda to asynchronously process
    events, minimizing drop rates during traffic spikes.
  language: TypeScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Serverless Architecture
  - Messaging & Integration
  - Webhooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Manage webhooks at scale with AWS Serverless'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://dev.to/aws-builders/many-free-and-useful-aws-official-dev-and-user-guides-54ci:
  description: ''
  addition_method: manual
  content_hash: 798d57ba809df995fe02eccfacaabfdff5554132188197fb9345ba05a794a0d1
  health_score: 100.0
  last_checked: 1779033435.821082
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: A curated index compiling official AWS developer guides. It categorizes
    reference specifications across compute, messaging, and database domains to streamline
    engineering onboarding.
  language: N/A
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: 'dev.to: Many free and useful AWS official Dev and User guides!'
https://dev.to/aws-builders/my-service-mesh-journey-with-terraform-on-aws-cloud-part-1-3hee:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Part 1 of a structured technical series exploring AWS App Mesh infrastructure
    configured via Terraform. Establishes core service mesh primitives, including
    virtual routers, nodes, and transport-layer TLS certificates.
  language: HCL
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to/aws-builders: My Service Mesh journey with Terraform on AWS Cloud
    - Part 1'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/aws-builders/my-service-mesh-journey-with-terraform-on-aws-cloud-part-2-58fd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Part 2 of the AWS App Mesh and Terraform series. Focuses on integrating
    Envoy proxy sidecars into ECS/EKS microservices, implementing virtual gateway
    route mappings, and establishing telemetry exports.
  language: HCL
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to/aws-builders: My Service Mesh journey with Terraform on AWS Cloud
    - Part 2'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/aws-builders/navigating-aws-eks-with-terraform-understanding-vpc-essentials-for-eks-cluster-management-51e3:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This architectural guide details the creation of secure, high-availability
    VPC networks tailored for AWS Elastic Kubernetes Service (EKS). It provides systematic
    designs for public/private subnet distribution, NAT Gateways, and route table
    controls to achieve optimal isolation. The author emphasizes standard modular
    Terraform paradigms for constructing multi-AZ network topographies.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - AWS
  - EKS
  - Networking
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to/aws-builders: Navigating AWS EKS with Terraform: Understanding VPC
    Essentials for EKS Cluster Management'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/aws-builders/platform-engineering-and-internal-developer-platform-3deb:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores AWS-specific implementations and patterns of Platform Engineering
    and IDPs. Details the boundaries between application code, infrastructure as code
    (IaC), and platform orchestrators to create repeatable golden paths for development
    teams.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Internal Developer Platform
  - Cloud Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Platform Engineering and Internal Developer Platform (IDP)'
  addition_method: manual
  v2_locations:
  - devops.md
https://dev.to/aws-builders/provisioning-aws-infrastructure-using-terraform-and-jenkins-cicd-pgj:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Demonstrates how to build automated deployment pipelines for AWS configurations
    inside Jenkins. Evaluates Jenkins security bindings, dynamic workspace configurations,
    and the isolation of run-time states.
  language: Groovy/HCL
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Provisioning AWS Infrastructure using Terraform and Jenkins CI/CD'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/aws-builders/sharing-secrets-to-ecs-in-an-aws-multi-account-architecture-5h1i:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical blueprint for cross-account secret management for Amazon
    ECS using AWS Secrets Manager and Systems Manager (SSM) Parameter Store. It provides
    security engineers with an architectural approach to maintain strict separation
    of concerns, principal-of-least-privilege IAM policies, and cross-account IAM
    role assumption.
  language: Terraform
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Security Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Sharing secrets to ECS in an AWS multi-account architecture'
  addition_method: manual
  v2_locations:
  - aws-containers.md
https://dev.to/aws-builders/un-modelo-de-eda-event-driven-architectures-4d9f:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Una guía detallada sobre cómo implementar arquitecturas dirigidas por
    eventos (EDA) utilizando servicios nativos de AWS como EventBridge, SNS, SQS y
    Lambda para lograr un desacoplamiento de componentes de backend robusto.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Patterns
  - EDA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/aws-builders: Un Modelo de EDA: Event Driven Architectures'
  addition_method: manual
  v2_locations:
  - introduction.md
https://dev.to/aws-builders/unleashing-the-power-of-cdk-and-terraform-in-cloud-deployments-5680:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: An assessment and comparison of Terraform CDKTF versus standard AWS
    CDK, highlighting architectural hybrid options. Helps organizations leverage multi-cloud
    platforms using familiar imperative development styles.
  language: TypeScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CDK
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/aws-builders: Unleashing the Power of CDK and Terraform in Cloud
    Deployments'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/aws-builders/when-to-sns-or-sqs-2aji:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical comparison of Amazon Simple Notification Service (SNS) and
    Simple Queue Service (SQS) within event-driven architectures. It details SNS's
    pub-sub push mechanism versus SQS's pull-based queueing model, analyzing throughput
    characteristics and decoupling strategies. This guide clarifies architectural
    patterns for integrating microservices via point-to-point and fan-out message
    routing.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Messaging Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: When to SNS or SQS'
  addition_method: manual
  v2_locations:
  - aws-messaging.md
https://dev.to/aws-heroes/automatic-api-key-rotation-for-amazon-managed-grafana-2h68:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight details the step-by-step automation of rotating Grafana
    API keys using AWS Lambda and Secrets Manager. Live Grounding validates this as
    a vital security standard, preventing persistent credential leaks and enforcing
    compliance policies across enterprise monitoring setups.
  language: JavaScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Identity & Access
  - Secrets Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Automatic API Key rotation for Amazon Managed Grafana'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://dev.to/aws-heroes/serverless-beyond-the-basics-kom:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Delves past initial hello-world templates to address production concerns
    like advanced testing strategies, strict security configurations, and proper CI/CD
    pipelines.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Serverless
  - Advanced Best Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "dev.to: Serverless - Beyond the Basics | Kristi Perreault \U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
https://dev.to/aws/10-new-aws-amplify-features-to-check-out-4291:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight catalogues critical feature updates in AWS Amplify to
    accelerate full-stack delivery. Live Grounding shows that while these specific
    features laid the foundation, modern Amplify ecosystems have converged around
    Next.js SSR support and CDK-based extensibility.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Frontend & Mobile
  - AWS Amplify
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: 10 New AWS Amplify Features to Check Out'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://dev.to/azure/my-top-5-visual-studio-code-extensions-for-azure-developers-1odo:
  description: ''
  addition_method: manual
  content_hash: 2bd85c6273966b32f09bde7333ad65a01396ebc40043f1e158efc7f00cc4a22a
  health_score: 100.0
  last_checked: 1779034015.326691
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: Details 5 core extensions for Azure Cloud Architects using VS Code.
    Outlines features in Azure Functions, Resource Manager (ARM), and App Service
    extensions to sync local workspaces directly with cloud provisioning pipelines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Remote Development & Collaborative Coding
  is_microservice: false
  title: 'dev.to: My Top 5 Visual Studio Code extensions for Azure Developers'
https://dev.to/balwanishivam/data-migration-from-monolith-to-microservice-in-django-5b9m:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An enterprise migration case study detailing the systematic decomposition
    of a monolith Django database into isolated microservices data structures. Addresses
    synchronization problems, data integrity pipelines, and schema refactoring strategies.
  language: Python
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Systems Architecture
  - Microservices Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Data Migration from Monolith to Microservice in Django'
  addition_method: manual
  v2_locations:
  - python.md
https://dev.to/baransel/a-git-cheat-sheet-4mab:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: 'Curator Insight: Basic compilation of commands covering stage lifecycle,
    push hooks, and SSH configuration. Live Grounding: Simplifies common repository
    initialization tasks and basic credential caching setups for immediate developer
    onboarding.'
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: A Git Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dev.to/bekbrace/new-rules-in-github-git-push-u-origin-main-2k82:
  addition_method: manual
  content_hash: b4236667c74efe81a6d56e3b071a30674acc1bb6c6f97a8640ff64fd053c05ff
  health_score: 100.0
  last_checked: 1779030196.263262
  needs_ai_refresh: true
  v1_locations:
  - docs/git.md
https://dev.to/bennyfmo_237/deploying-basic-infrastructure-on-aws-with-terraform-1k68:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An introductory guide that details how to model core cloud architectures
    in AWS using Terraform. Deploys standard VPC network interfaces, public subnets,
    and essential route table entries.
  language: HCL
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to/bennyfmo_237: Deploying Basic Infrastructure on AWS with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/bespoyasov/clean-architecture-on-frontend-4311?utm=midu:
  addition_method: automatic
  ai_summary: A highly practical engineering guide translating classic Clean Architecture
    layers—Domain, Application, and Adapters—to React and TypeScript codebases. The
    text demonstrates structural patterns to decouple business rules and state validation
    from UI components, enhancing mock-testing capabilities and system longevity.
  category: react
  complexity: Advanced
  content_hash: 45b3f2940a47bd5b11a2da7c5ef90dc50aec50dfb47f021cb858c6a73a487ffc
  description: An implementation guide illustrating how to successfully port the concepts
    of clean architecture onto frontend projects using React and TypeScript.
  hierarchy:
  - Frontend Development
  - Architecture
  - Clean Architecture
  is_microservice: false
  language: English
  last_checked: 1780352581.792399
  reputation_status: Vetted
  reputation_summary: A highly-rated, highly-cited technical article in the frontend
    engineering community with no reported issues.
  resource_type: article
  social_preview_url: https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ffyvpbhcfxewdmmfn7n6r.png
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: Clean Architecture on Frontend
  year: '2021'
https://dev.to/bhanufyi/effective-terraform-variable-management-in-github-actions-488l:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Demonstrates advanced workflows for parsing complex inputs, map variables,
    and dynamic configurations within GitHub Actions environments. Covers secure variable
    serialization using standard environment-level variables and dynamic JSON-encoded
    inputs mapped through workflows.
  language: YAML/HCL
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to/bhanufyi: Effective Terraform Variable Management in GitHub Actions'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/bobbyiliev/introduction-to-bash-scripting-5571:
  addition_method: manual
  content_hash: c0cf142c0a8b4180746da7276210f08474d686ea5ba2b200c4cf1278154e1d16
  description: ''
  health_score: 100.0
  last_checked: 1779031113.209898
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to: Introduction to Bash Scripting - A DO Hackathon Submission'
  v1_locations:
  - docs/linux.md
  year: N/A
https://dev.to/bowmanjd/install-docker-on-windows-wsl-without-docker-desktop-34m9:
  description: ''
  addition_method: manual
  content_hash: 251ff4848a7d57bfa649529fd060b3fcf38c07437a10a449f67498e66c214f75
  health_score: 100.0
  last_checked: 1779031061.268637
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2021'
  ai_summary: This advanced manual provides step-by-step instructions on setting up
    Docker Engine directly within a WSL 2 Linux distribution, removing the reliance
    on Docker Desktop. This architecture reduces resource consumption and circumvents
    enterprise licensing fees associated with commercial GUI applications. It represents
    a highly customizable, lightweight development setup optimized for advanced cloud-native
    operations.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Development Environment
  - Windows Subsystem for Linux
  - Docker Engine
  is_microservice: false
  title: "dev.to: Install Docker on Windows (WSL) without Docker Desktop \U0001F31F"
https://dev.to/camptocamp-ops/towards-a-modular-devops-stack-257c:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Proposes a blueprint for building modular, maintainable DevOps platforms.
    Focuses on orchestrating infrastructure provisioners, secret engines, and GitOps
    engines under unified declarative frameworks to minimize vendor lock-in.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Infrastructure as Code
  - Modular Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Towards a Modular DevOps Stack'
  addition_method: manual
  v2_locations:
  - argo.md
https://dev.to/cedricclyburn/containers-without-docker-podman-buildah-and-skopeo-1eal:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'An analysis of the modular container ecosystem, detailing how monolithic
    Docker tasks are decomposed into specialized, unprivileged utilities: Podman for
    execution, Buildah for image creation, and Skopeo for registry transfer. This
    architecture optimizes security and performance in enterprise environments.'
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Tooling
  - Decompiled Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Containers without Docker (podman, buildah, and skopeo)'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://dev.to/chefgs/deploy-kubernetes-resources-in-minikube-cluster-using-terraform-1p8o:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: A localized training guide that explains how to configure and use the
    Terraform Kubernetes provider against a local Minikube cluster. Helps developers
    practice writing manifests as code locally.
  language: HCL
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Kubernetes
  - Local Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Deploy Kubernetes Resources in Minikube cluster using Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/chefgs/getting-started-tutorial-for-learning-kubernetes-455e:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An introductory technical tutorial outlining basic kubectl commands,
    resource deployments, and cluster interactions. Provides practical commands for
    spinning up, monitoring, and debugging test pods.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Fundamentals
  - Tutorials
  - Practical Handson
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "dev.to: Getting Started Tutorial for Learning Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/chinmay13/aws-networking-with-terraform-vpc-transit-gateway-between-vpcs-1ne4:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep-dive tutorial illustrating multi-VPC corporate networking architectures
    using AWS Transit Gateway and Terraform. Defines cross-VPC communication routes,
    security segmentations, and high-throughput connection protocols.
  language: HCL
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to/chinmay13: AWS Networking with Terraform: VPC Transit Gateway between
    VPCs'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/christle/moving-azure-functions-from-aks-to-container-apps-k60:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical migration post detailing the shift of Azure Functions
    from AKS (utilizing KEDA) into Azure Container Apps (ACA). Compares resource footprints,
    administration friction, and scale behaviors. Highly educational for choosing
    the correct serverless scale model.
  language: Bash
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Serverless Migrations
  - Container Apps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Moving Azure Functions from AKS to Container Apps'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://dev.to/cloudforecast/kubernetes-cost-management-and-analysis-guide-1e1b:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: A deep dive tutorial focusing on structural cost-tracking and capacity
    planning. Explains how to establish cross-team namespace boundaries and dynamically
    aggregate infrastructure metrics to build readable corporate finance reports.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - FinOps Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: Kubernetes Cost Management and Analysis Guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/cloudskills/packer-and-terraform-with-immutable-infrastructure-47ja:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the collaborative ecosystem of HashiCorp Packer and Terraform.
    Explores building gold-standard virtual machine images with Packer and instantly
    orchestrating them within elastic scale sets using Terraform, realizing true immutable
    infrastructure patterns.
  language: English
  resource_type: Architectural Guide
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Immutable Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Packer and Terraform with Immutable Infrastructure'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/codefreshio/kubernetes-deployment-antipatterns-part-1-2116:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A community republishing of the critical anti-pattern analysis, covering
    common operational pitfalls in Kubernetes deployments. Focuses on the dangers
    of ignoring scaling patterns, exposing sensitive APIs directly, and neglecting
    the declarative state.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Deployment Anti-Patterns
  - Operational Safety
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Kubernetes Deployment Antipatterns – part 1'
  addition_method: manual
  v2_locations:
  - kubernetes.md
? https://dev.to/codereviewdoctor/the-json-trick-25-of-python-devs-dont-know-about-including-devs-at-microsoft-sentry-unicef-and-more-4h10
: description: ''
  year: '2022'
  stars: 0
  ai_summary: A developer guide illustrating lesser-known configuration features of
    Python's built-in JSON module. Demystifies performance optimizations, indentation
    strategies, and default-handling serialization interfaces for large application
    states.
  language: Python
  resource_type: Technical Article
  complexity: Low
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Performance & Parsing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: The JSON trick 25% of Python devs don''t know about'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://dev.to/codewithtee/git-cheat-sheet-20-commands-i-use-everyday-47h9:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: 'Curator Insight: Practical checklist of 20 daily-use commands for software
    engineers. Live Grounding: Highlights the vital utility of commands like git reset,
    git rm, and git status, helping juniors build structured commits before triggering
    remote CI pipelines.'
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Git Cheat Sheet- 20 commands I Use Everyday | Tabassum Khanum'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dev.to/colbygarland/using-vs-code-to-git-rebase-1lc:
  description: ''
  addition_method: manual
  content_hash: 42d16de19498969c4c367d80c435908ad6f3e31cfc885c1a93ed18baeec73a39
  health_score: 100.0
  last_checked: 1779030220.136147
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2020'
  ai_summary: Illustrates how to utilize VS Code as the default editor for interactive
    Git rebasing. Replaces traditional terminal editors with a graphic UI to ease
    tasks like commit squashing, dropping, and message rewriting during history cleaning
    cycles.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Version Control Integration
  is_microservice: false
  title: 'dev.to: Using VS Code to git rebase'
https://dev.to/colocodes/github-copilot-blew-my-mind-on-a-code-along-exercise-186n:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An observational field report outlining the developer experience during
    rapid code-along exercises with GitHub Copilot. Focuses on the model's capacity
    to ingest localized context to complete complex algorithmic scripts. Demonstrates
    the reduction in cognitive fatigue for standard operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: GitHub Copilot blew my mind on a code-along exercise'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-2dk7:
  description: '- [==dev.to: Learn how to use Git and GitHub in a team like a pro
    (part 2)==](https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-part-2-11j)'
  year: '2021'
  stars: 0
  ai_summary: Focuses on best-practice development operations inside multi-person
    engineering branches. Describes clean feature-branching architectures, tracking
    issues, and utilizing labels during production cycles.
  language: None
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Git Repositories
  - GitHub
  - Team Collaboration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Learn how to use Git and GitHub in a team like a pro'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-part-2-11j:
  addition_method: manual
  content_hash: f7a664f0524b624b67c1557d1acdba2e922ccd0d519386fa0be8566a9c8044c1
  description: ''
  health_score: 100.0
  last_checked: 1779031649.491195
  needs_ai_refresh: true
  stars: 0
  title: '==dev.to: Learn how to use Git and GitHub in a team like a pro (part 2)=='
  v1_locations:
  - docs/git.md
  year: N/A
https://dev.to/crenshaw_dev/the-three-meanings-of-template-in-argo-workflows-2paf:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Synthesizes the semantic differences and runtime boundaries between
    the three distinct definitions of 'template' in Argo Workflows. Distinguishes
    template definitions, invocations, and inline declarations within a workflow manifest,
    preventing common YAML structure misconfigurations in complex pipelines.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Orchestration
  - Argo Workflows
  - Templates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: The three meanings of "template" in Argo Workflows'
  addition_method: manual
  v2_locations:
  - argo.md
https://dev.to/cvitaa11/running-dapr-on-kubernetes-89g:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Hands-on walkthrough detailing the installation and runtime operations
    of Dapr inside a Kubernetes cluster. Highlights initial configuration, Helm chart
    usages, and basic validation. While ideal for local developers sandbox validation,
    2026 infrastructure paradigms prioritize declarative GitOps (e.g., Argo CD) for
    deploying Dapr components in production.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud-Native
  - Application Runtime
  - Dapr Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Running Dapr on Kubernetes'
  addition_method: manual
  v2_locations:
  - serverless.md
https://dev.to/cyclops-ui/five-tools-to-make-your-k8s-experience-more-enjoyable-5d85:
  description: ''
  addition_method: manual
  content_hash: f965a3ce5ac3df37332c0d52e88b692729e0e3a8ba7da4325760cf90ae069759
  health_score: 100.0
  last_checked: 1779032248.564211
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A curated compilation evaluating five alternative graphical interfaces
    and CLI utilities designed to simplify everyday Kubernetes development and operations.
    Focuses on visual management, interactive debugging, and reducing the learning
    curve of raw YAML manifests.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - Tooling
  - Kubernetes UX
  is_microservice: false
  title: 'dev.to/cyclops-ui: Five tools to make your K8s experience more enjoyable'
https://dev.to/d1020/price-comparison-of-popular-serverless-architecture-providers-2jk9:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Performs financial comparisons between public cloud providers (AWS,
    Azure, GCP), modeling billing triggers, resource provisioning scales, and data
    egress pricing.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Serverless Platforms
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Price Comparison of Popular Serverless Architecture Providers'
  addition_method: manual
  v2_locations:
  - serverless.md
https://dev.to/danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-1icc:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highlights solutions for extending AWS IAM Roles for Service Accounts
    (IRSA) configurations into on-premises Kubernetes clusters. Solves the hybrid
    identity challenge by utilizing OIDC federated discovery documents on local nodes.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - AWS IRSA
  - Hybrid Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "dev.to: Binding AWS IAM roles to Kubernetes Service Account for on-prem
    clusters | Daniele Polencic \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://dev.to/danielepolencic/labels-and-annotations-in-kubernetes-j4i:
  addition_method: manual
  content_hash: 6a085f58946e31684ad903aa6105075a24cb82c57b1a914de5fc04fb404bb6a5
  health_score: 100.0
  last_checked: 1779029984.8598
  v1_locations:
  - docs/kubernetes.md
https://dev.to/danielepolencic/request-based-autoscaling-in-kubernetes-scaling-to-zero-2i73:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the mechanics of scale-to-zero capabilities in Kubernetes,
    focusing on HTTP request buffering and activator-driven routing. Contrasts traditional
    resource-metrics Horizontal Pod Autoscaler (HPA) with Knative-style Pod autoscaling.
    Essential reading for architects designing resource-optimized serverless architectures
    on Kubernetes.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Request-Driven Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/danielepolencic: Request-based autoscaling in Kubernetes: scaling
    to zero'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://dev.to/danielepolencic/scaling-kubernetes-to-multiple-clusters-and-regionss-294b:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates multi-region and multi-cluster scaling architectures in
    Kubernetes. Details routing traffic globally, handling disaster recovery scenarios,
    and utilizing tools like Karpenter, Cluster API, and global DNS load balancing
    to manage regional failovers.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Multi-Cluster Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to/danielepolencic: Scaling Kubernetes to multiple clusters and regions
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://dev.to/danielepolencic/the-kubernetes-api-architecture-1pi9:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A visual and descriptive architectural review of the API Server request
    pipeline. Traces client requests through authentication, authorization, and admission
    controller gates.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - API Server
  - Architecture
  - Fundamentals
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "dev.to: The Kubernetes API architecture | Daniele Polencic \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/danielkolb/nosql-database-design-for-e-commerce-apps-in-2021-390e:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Pragmatic application of document-oriented schemas to modern digital
    commerce platforms. Discusses design patterns for cart state retention, product
    catalog nesting, and denormalization workflows optimized for low-latency retrieval.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - Database Design
  - E-Commerce Applications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: NoSQL Database Design for E-Commerce Apps in 2021'
  addition_method: manual
  v2_locations:
  - nosql.md
https://dev.to/dashaun/k3s-on-raspberry-pi-and-clusterhat-m6k:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: An exploration of setting up K3s clusters on clustered Raspberry Pi
    physical hardware boards, examining ARM-based architecture performance and low-power
    microservice hosting loops.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Edge & IoT
  - Hardware
  - Raspberry Pi
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/dashaun: K3s on Raspberry Pi and ClusterHat'
  addition_method: manual
  v2_locations:
  - rancher.md
https://dev.to/datreeio/a-deep-dive-into-kubernetes-schema-validation-39ll:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Breaks down how the API server processes client submissions through
    OpenAPI schema validators. Details how developers can use automated validation
    frameworks in CI/CD chains to catch bad resource specs before applying manifests
    to clusters.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development
  - Validation Protocols
  - CI/CD Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: A Deep Dive Into Kubernetes Schema Validation'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/de_maric/learn-how-to-use-kafkacat-the-most-versatile-kafka-cli-client-1kb4:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive tutorial explaining how to leverage kafkacat (kcat), a versatile
    C-based CLI utility for Kafka debugging. Demonstrates terminal patterns for payload
    production, streaming consumption, metadata inspection, and message header parsing.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - CLI Tools
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "dev.to: Learn how to use Kafkacat – the most versatile Kafka CLI client
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://dev.to/deotyma/how-to-change-an-image-with-python-518d:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Introduces dynamic graphics manipulation routines
    using Pillow within modern pipelines.

    Live Grounding: Walks through scaling paths, rotational modifications, dynamic
    color channel mappings, and format compression strategies optimized for web workloads.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Image Processing
  - Pillow
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: How to change an image with Python'
  addition_method: manual
  v2_locations:
  - python.md
https://dev.to/devland/20-git-commands-that-will-make-you-a-version-control-pro-149p:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: A practical guide introducing commands to establish
    master-level version control workflows. Live Grounding: Explores advanced command
    options including git cherry-pick, patch extraction, and custom formatting parameters
    for git log to accelerate release auditing.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate-Advanced
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: 20 Git Commands That Will Make You a Version Control Pro'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dev.to/devopsvn/kubernetes-practice-logging-with-logstash-and-fluentd-by-sidecar-container-16oi:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed technical analysis of localized cluster logging using Logstash
    and Fluentd configured within Kubernetes sidecar containers. Focuses on isolating
    log streams per pod, implementing resource limits to prevent sidecar starvation,
    and decoupling application logging pipelines from the local node file system.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Observability
  - Logging
  - Sidecar Pattern
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Kubernetes Practice — Logging with Logstash and FluentD by Sidecar
    Container'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://dev.to/devsatasurion/deploying-applications-with-github-actions-and-argocd-to-eks-best-practices-and-techniques-4epc:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A detailed configuration recipe detailing how to orchestrate deployments
    to AWS EKS using GitHub Actions as the CI pipeline and ArgoCD as the GitOps agent.
    Includes IAM role assumptions, token handling, and multi-environment promotions.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - GitOps
  - GitHub Actions
  - AWS EKS
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to/devsatasurion: Deploying Applications with GitHub Actions and ArgoCD
    to EKS: Best Practices and Techniques'
  addition_method: manual
  v2_locations:
  - argo.md
https://dev.to/devteam/how-we-made-the-markdown-toolbar-4f09:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep developer retrospective explaining how the Forem engineering
    team built their optimized web markdown toolbar. Explores UI/UX constraints, raw
    JS selection insertion techniques, and accessibility-compliant inputs. Highly
    valuable for front-end platform architects building internal developer tools.
  language: JavaScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Documentation & Workflow
  - Writing Tools
  - Web Editors
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: How we made the __markdown toolbar__'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://dev.to/dhirajpatra/how-to-start-with-kubernetes-for-begginer-309e:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: A simplified learning roadmap for beginners. Details foundational prerequisites
    like Docker containerization concepts, basic Linux terminal operations, and introductory
    networking mechanics.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Fundamentals
  - Introduction
  - Entrypoints
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: How to start with Kubernetes for begginer'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/dhravya/docker-explained-to-a-5-year-old-2cbg:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analogical introduction to containerization, explaining container
    isolation and images using the metaphor of a cargo shipping network.
  language: English
  resource_type: Introductory
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: Docker: Explained to a 5 year old. \U0001F476\U0001F3FB"
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/dineshrathee12/how-to-copy-a-security-group-with-rules-from-one-aws-account-to-another-account-36mb:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical technical tutorial detailing programmatic patterns to replicate
    AWS Security Groups and nested rules across separate AWS accounts. It resolves
    multi-tenant configuration sync issues using Python and the AWS CLI. This is critical
    for engineers performing tenant migrations or standing up identical staging environments
    under modern IAM paradigms.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Security Group Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: How to Copy a Security Group with Rules from one AWS Account to
    Another account'
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://dev.to/doabledanny/git-cheat-sheet-50-commands-free-pdf-and-poster-4gcn:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: Comprehensive visual compilation of 50 commands accompanied
    by a custom poster and PDF download. Live Grounding: Highly effective for team
    offices to keep a standardized visual command map within sight, standardizing
    commit patterns across the engineering group.'
  language: English
  resource_type: Visual Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: Git Cheat Sheet \U0001F4C4 (50 commands + Free PDF and poster)"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dev.to/docker/9-docker-extensions-every-developer-must-try-1no2:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Highlights extensions targeting productivity within local development
    dashboards. Covers structural utilities for Kubernetes visualization, real-time
    image scanning, and storage volume optimization.
  language: N/A
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Containers
  - Developer Tooling
  - Docker Desktop
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: 9 Docker Extensions Every Developer Must Try'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/docker/top-200-kubernetes-tools-for-devops-engineer-like-you-3h7e:
  description: ''
  addition_method: manual
  content_hash: f2917385193aab7345388fd9c942a39cdcd78fbab92e33a54cb2186a7ae13416
  health_score: 100.0
  last_checked: 1779130494.969829
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  stars: 0
  ai_summary: A comprehensive directory indexing over 200 Kubernetes tools tailored
    for DevOps and platform engineers. Covers diverse categories including continuous
    deployment controllers, ingress routing, secret managers, and network policy visualizers.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Kubernetes Tooling
  - Developer Experience
  is_microservice: false
  title: 'dev.to: Top 200 Kubernetes Tools for DevOps Engineer Like You'
https://dev.to/dollardhingra/code-quality-tools-in-python-4k2a:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight reviews code quality tooling, highlighting traditional
    utilities like Flake8 and Black. Live Grounding confirms that modern CI/CD setups
    actively consolidate these individual quality checkers into centralized, lightning-fast
    Rust engines to speed up delivery loops.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - CI-CD
  - Code Quality
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Code Quality Tools in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://dev.to/dollardhingra/python-code-best-practices-4k96:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Curates core principles of Python coding patterns
    to enforce standard readability and longevity metrics.

    Live Grounding: Details actionable rules of PEP-8 compliance, context manager
    designs, and exception encapsulation techniques to ensure production-grade clean
    architectures.'
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Code Quality
  - Clean Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Best Practices For Writing Clean Pythonic Code'
  addition_method: manual
  v2_locations:
  - python.md
https://dev.to/douglasmakey/implementing-a-simple-k8s-admission-controller-in-go-2dcg:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Deep dive into developing custom admission control hooks using Go. Examines
    the mechanical process of parsing AdmissionReview requests, implementing validation
    logic, producing secure JSON patches for mutating workflows, and setting up local
    TLS validation to communicate securely with the Kubernetes API server.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Admission Control
  - Go Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Implementing a simple K8s admission controller in Go'
  addition_method: manual
  v2_locations:
  - demos.md
https://dev.to/dsudia/how-to-integrate-docker-jetbrains-into-telepresence-31op:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed technical guide explaining how to integrate Telepresence
    proxying with Docker Desktop and JetBrains IDE debuggers. It covers setting up
    traffic intercepts to enable step-by-step local JVM/Node debugging.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes Developer Experience
  - Remote Debugging
  - IDE Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/dsudia: How to Integrate Docker & JetBrains into Telepresence'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://dev.to/duckinm/superb-vscode-extensions-changing-your-coding-life-2cmb:
  description: ''
  addition_method: manual
  content_hash: 6a80a307fcfcc49614358f0555fa87a6088cdb7f5bf2a840a74113f9b57f88f6
  health_score: 100.0
  last_checked: 1779031439.957675
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: Analyzes transformative VS Code extensions that significantly alter
    code execution and formatting paradigms, showcasing how choosing the right workspace
    helper utilities impacts output speed.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: 'dev.to: Superb VSCode extensions changing your coding life'
https://dev.to/eavnitech/send-notification-to-slack-from-the-jenkins-ci-job-and-jenkinsfile-e-avni-tech-2lm5:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A walkthrough demonstrating how to wire Slack notifications directly
    to Jenkins post-build declarative blocks. *Curator Insight*: Slack chat notifications.
    *Live Grounding*: Crucial for ChatOps environments to share instant telemetry
    and status metrics across developer squads.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI/CD Pipelines
  - Configuration Management
  - Notifications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Send notification to slack from the Jenkins CI Job and Jenkinsfile'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://dev.to/eckelon/how-to-monitor-nginx-in-kubernetes-with-prometheus-j5f:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Covers setting up Prometheus metrics for Nginx in Kubernetes clusters.
    Discusses configuring sidecars using Nginx VTS or official stub status metrics
    to trace payload rates and latency distribution.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Monitoring Integrations
  - Ingress & Proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: How to monitor nginx in Kubernetes with Prometheus'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://dev.to/edlegaultle/introduction-to-helm-50jl:
  addition_method: manual
  content_hash: 5dc83ff27c34dd1693000dbeefd6bb1f0fb65ec2465ee04a34bf9c9018fa8255
  description: ''
  health_score: 100.0
  last_checked: 1779030827.326883
  stars: 0
  status: online
  title: "dev.to: Introduction to Helm \U0001F31F"
  v1_locations:
  - docs/helm.md
  year: N/A
https://dev.to/eldadak/open-a-command-prompt-in-a-kubernetes-cluster-206g:
  description: ''
  addition_method: manual
  content_hash: c26eb0de788e23c0873c87db4a43f8bc0f0fed934afaee24b0c8a6c714c3657d
  health_score: 100.0
  last_checked: 1779034332.343214
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2021'
  ai_summary: Walks through initiating command sessions in target Kubernetes containers
    for diagnostics. Discusses ephemeral container usage and target debugging options
    without altering running code paths.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Platform
  - Cluster Administration
  - Kubectl Productivity
  is_microservice: false
  title: 'dev.to: Open a command prompt in a Kubernetes cluster'
https://dev.to/ender_minyard/full-stack-developer-s-roadmap-2k12:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A holistic guide detailing modern career trajectories and essential
    technical skills for full-stack developers. While covering classic frontend and
    backend tools, it places significant emphasis on containerization (Docker) and
    modern microservices orchestration patterns.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering Practices
  - Developer Productivity
  - Roadmaps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Full Stack Developer's Roadmap \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://dev.to/env0/terraform-destroy-command-a-guide-to-controlled-infrastructure-removal-4af8:
  addition_method: manual
  content_hash: de1ee6d9044d2cc17d47244bbcd0835db4e97f80cffed08c9fa2f7f8f9c1d6f1
  description: ''
  health_score: 100.0
  last_checked: 1779029110.400474
  stars: 0
  status: online
  title: 'dev.to/env0: Terraform Destroy Command: A Guide to Controlled Infrastructure''
    Removal'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://dev.to/envzero/terraform-destroy-command-a-guide-to-controlled-infrastructure-removal-4af8:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Comprehensive safety-first guide for managing infrastructure lifecycle
    terminations using the `terraform destroy` command. Highlights critical prevention
    mechanisms such as the `prevent_destroy` lifecycle hook, target-specific destructions,
    and mitigation of resource dependency graph breakdowns.
  language: HCL
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to/env0: Terraform Destroy Command: A Guide to Controlled Infrastructure
    Removal'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/ericawanja/git-and-github-for-beginners-33a0:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces basic conceptual terms like local vs. remote, stage vs. commit,
    and explains pull requests visually to facilitate onboarding for junior software
    engineers.
  language: None
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Git Repositories
  - GitHub
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Git and GitHub for beginners'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/estherwanjiru/introduction-to-git-and-github-25ei:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Direct guide for engineers starting with version control, covering essential
    commands, setting up SSH auth tokens, and navigating remote interfaces.
  language: None
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Git Repositories
  - GitHub
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Introduction to Git and GitHub'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/everythingdevops/how-to-run-minikube-on-apple-m1-chip-without-docker-desktop-h76:
  addition_method: manual
  content_hash: 1915526226130b87b4a75a71e73dffb3273a3d282f3e892e5c8bac690df14b8f
  description: ''
  health_score: 100.0
  last_checked: 1779033187.045377
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to: How to run Minikube on Apple M1 chip without Docker Desktop using''
    Colima'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://dev.to/faruqt/how-to-connect-django-to-reactjs-part-2-2oje:
  addition_method: manual
  content_hash: c01e01cddc6449749557fd67cad7c087e7c4abf2d3abed82b7eb0110ee612e61
  description: ''
  health_score: 100.0
  last_checked: 1779031669.614332
  stars: 0
  status: online
  title: "dev.to: Building a REST API with Django REST Framework \U0001F31F"
  v1_locations:
  - docs/python.md
  year: N/A
https://dev.to/fermyon/scaling-sidecars-to-zero-in-kubernetes-2m23:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Evaluates serverless techniques to scale resource-intensive sidecars
    down to zero when idle. Addresses the lifecycle synchronization challenges between
    the application container and its helper sidecar instances.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Design Patterns
  - Sidecar Pattern
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/fermyon: Scaling Sidecars to Zero in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/fidalmathew/session-based-vs-token-based-authentication-which-is-better-227o:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An in-depth comparative study between stateful, cookie-driven session-based
    authentication and stateless, token-based (JWT) models. Highlights critical architectural
    impacts regarding horizontal scaling, cross-origin resource sharing (CORS) limits,
    and the absolute complexity of immediate session revocation in stateless systems.
  language: N/A
  resource_type: Article
  complexity: Basic
  hierarchy:
  - Security
  - Identity & Access Management
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/fidalmathew: Session-Based vs. Token-Based Authentication: Which
    is better?'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://dev.to/fkurz/detecting-kubernetes-api-deprecations-with-pluto-3g2m:
  description: ''
  addition_method: manual
  content_hash: daf162f8d40c4fc0b5f25e6b43e6871a2fb1595eaa15fd6a5382fb9d19609d9d
  health_score: 100.0
  last_checked: 1779030957.682752
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: This technical tutorial demonstrates how to use Fairwinds Pluto to detect
    deprecated API versions across Kubernetes YAML manifests, Helm charts, and live
    clusters. It outlines practical methods for identifying out-of-date resource definitions
    prior to initiating major cluster upgrades. Incorporating this guide into continuous
    delivery pipelines prevents deployment failures caused by deprecated resource
    types.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Upgrade Path
  - API Deprecations
  - Static Analysis
  is_microservice: false
  title: '==dev.to: Detecting Kubernetes API Deprecations with pluto=='
https://dev.to/fllstck/rapid-api-creation-with-aws-amplify-3c8i:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A developer-focused tutorial outlining how to provision and deploy serverless
    GraphQL and REST endpoints using AWS Amplify. Leverages AWS AppSync, DynamoDB,
    and Cognito for swift, scalable web/mobile backends.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS
  - Serverless APIs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to: Rapid API Creation with AWS Amplify'
  addition_method: manual
  v2_locations:
  - api.md
https://dev.to/francescoxx/java-crud-rest-api-using-spring-boot-hibernate-postgres-docker-and-docker-compose-5cln:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A practical tutorial illustrating the deployment of a classic Spring
    Boot CRUD application integrated with PostgreSQL and automated locally via Docker
    Compose. It serves as an excellent starting template for setting up standard developer
    sandboxes. Modern platforms in 2026 often replace this flow with Testcontainers
    for local testing, but Docker Compose remains a solid base for local multi-service
    orchestration.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Local Development
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to/francescoxx: Java CRUD Rest API using Spring Boot, Hibernate, Postgres,
    Docker and Docker Compose'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://dev.to/franciscogm/aws-cli-sso-made-easy-3bh9:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A developer-focused guide showing how to simplify multi-account authorization
    using the AWS CLI and AWS IAM Identity Center (formerly AWS Single Sign-On). It
    demonstrates optimal config profile structures to enable rapid terminal-based
    authentication. Highly valued by security administrators striving to eliminate
    long-term credentials on local workstations.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Identity Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/franciscogm: AWS CLI SSO made easy'
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://dev.to/francoislp/post-mortem-1h30-downtime-on-a-saturday-morning-5af0:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Real-world operational post-mortem detailing high-severity production
    downtime triggered by a silent failure in a Helm upgrade. Explains the critical
    importance of dry-runs, strict testing, and canary stages for chart deployment.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Reliability
  - Post-Mortems
  - Deployment Failures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/francoislp: Post-mortem: 1h30 downtime on a Saturday morning'
  addition_method: manual
  v2_locations:
  - helm.md
https://dev.to/g_abud/advanced-git-reference-1o9j:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Examines the underlying architecture of Git, explaining blobs, commits,
    trees, and refs, helping developers troubleshoot merge conflicts with a conceptual
    understanding of data storage.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: Git Concepts I Wish I Knew Years Ago \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/gabrielbiasi/automatic-sso-in-kubernetes-workloads-using-a-sidecar-container-3752:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines an automated SSO sidecar integration pattern inside Kubernetes
    pods, abstracting authentication logic away from application-level containers.
    Details OAuth token management and redirect intercept strategies executed transparently
    at the pod level. Simplifies identity integration across multiple microservices.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - IAM
  - SSO
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/gabrielbiasi: Automatic SSO in Kubernetes workloads using a sidecar
    container'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://dev.to/gbengelebs/setting-up-a-ci-cd-pipeline-using-azure-devops-4gb:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Clear walk-through of establishing initial continuous delivery templates
    in Azure DevOps. Covers agent configurations, testing setups, and artifact publishing
    phases.
  language: YAML
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - CI/CD Pipelines
  - Pipeline Integration
  - Azure DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: Setting up a CI-CD Pipeline Using Azure DevOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://dev.to/gianlucam76/centralized-add-on-management-across-n-kubernetes-clusters-308k:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A GitOps guide to deploying cluster extensions across fleets of Kubernetes
    engines. Illustrates declarative synchronization patterns to enforce state consistency
    across target clusters.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Operations
  - Multi-Cluster
  - Add-on Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Centralized Add-on Management Across N Kubernetes Clusters
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/gitguardian/kubernetes-hardening-tutorial-part-3-authn-authz-logging-auditing-3fec:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Part three of the GitGuardian series, focusing on authentication, authorization,
    logging, and audit tracking. Demonstrates how to design granular RBAC policies
    and enable cluster audit logs to detect security anomalies. Essential for establishing
    reliable forensic trails.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Cluster Hardening
  - Audit Logs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.gitguardian.com: Kubernetes Hardening Tutorial Part 3: Authn, Authz,
    Logging & Auditing'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://dev.to/github/3-ways-to-backup-your-code-even-if-you-dont-know-git-1o5l:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates simple backup patterns ranging from manual zip compression
    and cloud storage synchronizations to primary Git remotes. Tailored for beginners
    seeking data resilience strategies prior to adopting complex CI/CD tooling.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Version Control
  - Backup & Recovery
  - Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: 3 Ways to Backup Your Code (Even If You Don’t Know Git)'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/github/how-do-i-resolve-merge-conflicts-5438:
  description: '- [==dev.to: How to Undo Pushed Commits with Git==](https://dev.to/github/how-to-undo-pushed-commits-with-git-2pe6)'
  year: '2021'
  stars: 0
  ai_summary: A step-by-step GitHub-focused guide on resolving merge conflicts, including
    using the browser-based editor and safely rolling back pushed commits using interactive
    tools.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Conflict Resolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: How Do I Resolve Merge Conflicts?'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/github/how-to-edit-a-github-action-3j14:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory guide for contributing to open-source actions. Teaches
    developers how to read action manifests, run automated unit tests locally, and
    submit pull requests to public community tools.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Platform
  - Collaboration Tools
  - Open Source Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Make your first contribution to a GitHub Action!'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/github/how-to-never-type-passwords-when-using-git-18bb:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical guide highlighting configuration steps for credentials caching,
    SSH key configuration, and GPG setup to bypass basic user login constraints securely
    during recurring Git actions.
  language: Shell
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Platform Security
  - Authentication
  - SSH Security
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: How to never type passwords when using Git'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/github/how-to-undo-pushed-commits-with-git-2pe6:
  addition_method: manual
  content_hash: 270e7297810848c392d254b26b0321b6c03d6f7c6937f71b2e583bf6d358823e
  description: ''
  health_score: 100.0
  last_checked: 1779032157.132791
  needs_ai_refresh: true
  stars: 0
  title: '==dev.to: How to Undo Pushed Commits with Git=='
  v1_locations:
  - docs/git.md
  year: N/A
https://dev.to/github/visualize-github-pages-build-logs-1mc1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operations guide detailing how to inspect, analyze, and troubleshoot
    build logs for site deployments within GitHub Pages pipelines. Highly valuable
    for debugging custom Jekyll configurations, missing node dependencies, or YAML
    syntax errors.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Documentation & Workflow
  - Static Site Generators
  - Build Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: How to View Build Logs for GitHub Pages'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://dev.to/github/whats-the-difference-between-a-github-action-and-a-workflow-2gba:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A conceptual breakdown clarifying platform differences between 'Workflows'
    and 'Actions'. Maps YAML-based continuous execution systems (Workflows) against
    discrete modular execution tasks (Actions) built with JavaScript or Docker.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - CI/CD Pipeline
  - GitHub Actions
  - Automation Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: What''s the difference between a GitHub Action and a Workflow?'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/gitlive/gitlive-now-works-with-any-git-repository-in-vs-code-304o:
  description: ''
  addition_method: manual
  content_hash: e7c4eedcc93cbb1b8dcb22f726a5e51e8cac0c55c301fba584c1e0821e00692a
  health_score: 100.0
  last_checked: 1779030346.25232
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: An explanatory article detailing GitLive's capability to integrate with
    arbitrary self-hosted or cloud-based Git providers. It highlights practical ways
    to maintain collaborative development loops across complex deployment layouts.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Collaboration
  - Version Control
  - VS Code Tooling
  is_microservice: false
  title: 'dev.to/gitlive: GitLive now works with any Git repository in VS Code!'
https://dev.to/gofirefly/terraform-modules-for-advanced-users-4n56:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Explores complex patterns inside Terraform configurations, such as structural
    dynamics, dynamic code loops, complex variables, validation blocks, and semantic
    version tagging frameworks.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform Modules
  - Advanced Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Terraform Modules for Advanced Users'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/gonedark/3-git-commands-i-use-every-day:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines daily developer command workflows, optimizing git stashing,
    quick rebases, and clean branch updates to reduce development cycles and streamline
    collaboration.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Version Control
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 3 Git Commands I Use Every Day
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/grayhat/devops-101-introduction-to-ansible-1n64:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A DevOps-focused introduction to Ansible fundamentals. Features simple
    configurations, basic execution strategies, state assertions, and standard recommendations
    for writing clean, readable YAML blueprints.
  language: YAML
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: DevOps 101 : Introduction to Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://dev.to/gre9ory/hull-tutorial-01-introducing-hull-the-helm-universal-layer-library-4njb:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical introduction to HULL (Helm Universal Layer Library), a standardized,
    library-chart-driven mechanism to dramatically simplify Kubernetes manifest configuration
    without writing massive custom Go templates.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Design Patterns
  - HULL Library
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: HULL Tutorial 01: Introducing HULL, the Helm Universal Layer Library'
  addition_method: manual
  v2_locations:
  - helm.md
https://dev.to/grrywlsn/self-service-infrastructure-as-code-23bl:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Outlines platform engineering strategies to enable developer self-service
    infrastructure deployment via pre-approved Terraform module registries. Discusses
    how to build abstraction templates that allow development teams to safely deploy
    standard resources without deep IaC expertise. Live grounding highlights this
    approach as a central pillar of modern platform teams looking to eliminate operations
    bottlenecks.
  language: HCL
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Workflow Automation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'dev.to/grrywlsn: Self-service infrastructure as code'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/harishash/vs-code-extensions-to-increase-your-productivity-eeb:
  description: ''
  addition_method: manual
  content_hash: e2b18af5f9d47afe0555c5be7f06c027ff88b75f9138482eafbac8a2a97e6cbf
  health_score: 100.0
  last_checked: 1779033976.522979
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Community-curated resource listing standard extensions designed to minimize
    cognitive overhead and speed up microservice coding loops.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Development Environment
  - Productivity
  - Community Resource
  is_microservice: false
  title: 'dev.to: VS Code extensions to increase your Productivity'
https://dev.to/heroku/deploying-your-first-golang-webapp-11b3:
  addition_method: manual
  ai_summary: A quickstart tutorial covering local compilation and cloud deployment
    of Go web applications. While slightly legacy, it provides robust fundamental
    concepts on environmental variables and buildpacks.
  complexity: Beginner
  content_hash: 10b7c9d82c84e90f47df29018bae614af05c2dde4339655346b60c71afb51142
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Deployment
  is_microservice: false
  language: en
  last_checked: 1779034094.324505
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  title: 'dev.to: Deploying Your First Golang Webapp'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://dev.to/hey_atharva/git-it-right-git-cheatsheet-4o0h:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: 'Curator Insight: A conversational Dev.to cheat sheet translating fundamental
    Git commands into clear practical recipes. Live Grounding: Covers stash operations,
    diff tracking, and tag configurations, ensuring correct command invocation during
    collaborative code reviews.'
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: Git it Right\U0001F525\U0001F525\U0001F680(Git CheatSheet) \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dev.to/hkhelil/building-a-kubernetes-operator-with-an-nginx-crd-3lil:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A step-by-step developer tutorial building an NGINX web server operator
    from scratch. It guides the reader through CRD definitions and controller structures,
    making it an excellent practical entry point for understanding the reconciliation
    model in a hands-on way.
  language: Go
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Extension
  - Operators Go
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to/hkhelil: Building a Kubernetes Operator with an NGINX CRD'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://dev.to/hood/docker-cmd-vs-entrypoint-explaining-the-difference-55g7:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the differences between `CMD` and `ENTRYPOINT` in Dockerfiles.
    Highlights shell vs. exec execution forms, argument forwarding patterns, and runtime
    overriding constraints.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Image Engineering
  - Dockerfile Specs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Docker CMD vs ENTRYPOINT: explaining the difference'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/iainfreestone/10-trending-projects-on-github-for-web-developers-3rd-december-2021-12f5:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Weekly technical snapshot capturing ten trending open-source projects
    on GitHub, focusing on next-generation web platforms, development libraries, and
    modular application utilities.
  language: JavaScript/TypeScript
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Frontend
  - Trending
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: \U0001F68010 Trending projects on GitHub for web developers - 3rd
    December 2021"
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://dev.to/iamunnip/building-a-local-kubernetes-cluster-using-k3d-2p3d:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight provides a basic building block tutorial for local k3d
    clusters. Live grounding in 2026 confirms this guide is an excellent entry-level
    resource for developer onboarding, offering step-by-step instructions on setting
    up multi-node environments and local load balancers.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Local Development
  - Kubernetes Environments
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/iamunnip: Building a local Kubernetes cluster using k3d'
  addition_method: manual
  v2_locations:
  - rancher.md
https://dev.to/ifierygod/git-and-github-the-complete-guides-chapter-6-2c74:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive walkthrough analyzing various Git merge models supported
    natively inside GitHub, tracing structural differences between classic merge commits,
    squashing, and rebasing.
  language: None
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Developer Platforms
  - Git Repositories
  - GitHub
  - Merging Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Git and GitHub: The Complete Guides - Chapter 6: GitHub Merging'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/ifierygod/series/14420:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Multi-chapter learning pathway aggregating sequential guides on local
    Git installation, remote repository management, team collaboration patterns, CI
    integrations, and security controls.
  language: None
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Git Repositories
  - GitHub
  - Guides Collection
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "dev.to: Git and GitHub Series' Articles - The Complete Guides \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/imjoseangel/creating-a-blockchain-in-60-lines-of-python-2hlc:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Synthesizes blockchain basics into an easily understandable
    implementation in Python under sixty lines.

    Live Grounding: Outlines standard hashing algorithms (SHA-256), cryptographic
    block validation processes, genesis node creation, and basic distributed ledger
    architectures.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Distributed Systems
  - Blockchain
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Creating a blockchain in 60 lines of Python'
  addition_method: manual
  v2_locations:
  - python.md
https://dev.to/imjoseangel/tune-up-your-kubernetes-application-performance-with-a-small-dns-configuration-1o46:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Exposes performance flaws caused by default ndots:5 configurations triggering
    excess upstream DNS requests. Explains how to optimize custom search configurations
    inside pods to speed up microservice resolutions.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - DNS
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Tune up your Kubernetes Application Performance with a small DNS
    Configuration'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://dev.to/insha/javascript-array-and-its-methods-432k:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Exploration of ECMAScript array methods (such as map, filter, and reduce),
    analyzing memory implications, time complexity, and mutations in highly responsive
    user interface pipelines.
  language: JavaScript
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Frontend Development
  - JavaScript Fundamentals
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: JavaScript Arrays and its Methods'
  addition_method: manual
  v2_locations:
  - javascript.md
https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Shares practical lessons from migrating a legacy Jenkins CI pipeline
    stack over to container-native Argo Workflows. Compares the performance, cost
    efficiency, resource overhead, and maintainability of step-based DAG flows.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - CI/CD Migration
  - Argo Workflows
  - Jenkins
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Migrating CI/CD from Jenkins to Argo Workflows
  addition_method: manual
  v2_locations:
  - jenkins.md
  - argo.md
https://dev.to/irakan/is-jwt-really-a-good-fit-for-authentication-1khm:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents a critical analysis of JSON Web Token (JWT) vulnerabilities,
    challenging its usage as a default user session store. Discusses security challenges
    including immediate revocation difficulties, cryptographic key rotation overhead,
    and token storage vulnerabilities. Promotes modern hybrid architectures utilizing
    transient references.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access Management
  - Tokens
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/irakan: Is JWT really a good fit for authentication?'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://dev.to/itsahsanmangal/building-a-robust-cicd-pipeline-with-docker-a-comprehensive-guide-4k8b:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Architects high-performance integration pipelines utilizing localized
    image-building agents. Emphasizes step caching, secure build variable injection,
    and automated image lifecycle promotion directly to secure registries.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - DevOps Pipelines
  - Container Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Building a Robust CI/CD Pipeline with Docker: A Comprehensive Guide'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/jarjanazy/the-simple-guide-to-dockerizing-spring-boot-og4:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A streamlined tutorial on writing minimal, multi-stage Dockerfiles for
    Spring Boot apps. Explains the process of isolating compilation environments from
    execution environments to keep final production images slim. This guide is highly
    useful for developers seeking a quick setup, although it lacks advanced security
    practices like non-root execution by default.
  language: Java
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Containerization
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: The Simple Guide To Dockerizing Spring Boot'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://dev.to/javiermarasco/https-with-ingress-controller-cert-manager-and-duckdns-in-akskubernetes-2jd1:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents a dynamic DNS development environment setup using cert-manager,
    NGINX ingress, and DuckDNS on AKS clusters. Helps development teams quickly wire
    secure, externally accessible TLS endpoints without needing official domain registrations.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Ingress & Routing
  - Dynamic DNS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/javiermarasco: HTTPs with Ingress controller, cert-manager and DuckDNS
    (in AKS/Kubernetes)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://dev.to/javinpaul/5-best-java-frameworks-to-learn-in-2022-for-microservices-and-cloud-native-development-4732:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A review of modern Java frameworks optimized for cloud-native deployment.
    Highlighting Spring Boot, Quarkus, Micronaut, Helidon, and Play, the article analyzes
    key differentiators including ahead-of-time (AOT) compilation, memory footprint
    sizes, and native compilation suitability for serverless architectures.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Enterprise Java
  - Framework Selection
  - Developer Education
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: 5 Best Java Frameworks to Learn in 2022 for Microservices and Cloud
    Native Development'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://dev.to/javinpaul/5-books-and-courses-to-learn-object-oriented-programming-in-depth-4kff:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews five industry-standard courses and manuals targeting deep Object-Oriented
    Programming (OOP) architectures, clean design principles (SOLID), and enterprise
    domain-driven modeling patterns.
  language: Java/C++
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Fundamentals
  - Object-Oriented Programming
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: 5 Books and Courses to Learn Object Oriented Programming in Depth'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://dev.to/javinpaul/7-api-tools-for-rest-developers-and-testers-n67:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews seven essential REST API validation and design tools, analyzing
    the runtime capabilities and payload assertion performance of modern desktop clients
    and command-line instruments.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - API Management
  - Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: 7 API Tools for REST Developers and Testers'
  addition_method: manual
  v2_locations:
  - api.md
https://dev.to/javinpaul/7-free-courses-to-learn-microsoft-azure-cloud-platform-bg4:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A educational review showcasing free training tracks for Azure core
    technologies. Provides resources for mastering identity infrastructure, storage
    provisioning, cloud networking, and security configurations.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Platform
  - Microsoft Azure
  - Education
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/javinpaul: 7 Free Courses to Learn Microsoft Azure Cloud Platform'
  addition_method: manual
  v2_locations:
  - azure.md
https://dev.to/javinpaul/how-to-become-a-certified-aws-solution-architect-in-2022-35ad:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed learning pathway on Dev.to detailing how to clear the AWS
    Certified Solutions Architect Associate (SAA-C03) exam. Recommends courses, study
    tips, and hands-on scenarios to build well-architected framework design principles.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Certification Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: How to become a Certified AWS Solution Architect in 2022'
  addition_method: manual
  v2_locations:
  - aws-training.md
https://dev.to/javinpaul/my-favorite-free-courses-to-learn-docker-and-containers-in-2023-1ldo:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A curated index of learning pathways and hands-on laboratory environments
    engineered to onboard technical staff into standard OCI registry management, CLI
    diagnostic loops, and Docker configurations.
  language: N/A
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Containers
  - Docker Basics
  - Educational Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/javinpaul: My Favorite Free Courses to Learn Docker and Containers
    in 2023'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/javinpaul/why-developers-should-learn-docker-and-kubernetes-in-2023-4hof:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An industry-focused piece advocating for developer mastery of containerization
    and orchestration. Highlights the paradigm shift toward cloud-native microservices,
    demonstrating why containerization and declarative API competency have become
    standard prerequisites for modern backend engineering positions.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Career Development
  - Skill Alignment
  - Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "dev.to: Why Developers Should Learn Docker and Kubernetes in 2023 \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/jburroughs/1-tip-to-double-your-productivity-using-postman-3bdm:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Pragmatic guide focused on boosting daily Postman testing performance.
    Explores quick environment switching, keyboard shortcuts, and automated pre-request
    scripts to streamline developers' active debugging loops.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Testing
  - API Testing
  - Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: 1 Tip to Double Your Productivity in Postman'
  addition_method: manual
  v2_locations:
  - postman.md
https://dev.to/jcoelho/8-jenkins-plugins-i-cant-live-without-3bin:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A popular community catalog of essential plugins. Focuses on developer
    velocity, visual tracing, Slack interactions, and credential storage interfaces
    that form the foundation of efficient operations.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Plugin Management
  - Ecosystem Curations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: 8 Jenkins plugins I can''t live without (2019)'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://dev.to/jcofman/make-vs-code-better-by-editing-and-updating-some-settings-4m9a:
  description: ''
  addition_method: manual
  content_hash: 69570e2290637c945cdbdf55230398de1c18b26573b1c0c23251dcb207d34d0d
  health_score: 100.0
  last_checked: 1779032242.894698
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: A programmatic guide to tuning `settings.json` in VS Code. Outlines
    precise configuration keys for optimizing render engines, tuning auto-save policies,
    modifying telemetry preferences, and managing resource consumption limits.
  language: JSON
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: 'dev.to/jcofman: Make VS Code better by editing and updating some settings'
https://dev.to/jonatan5524/build-my-own-kubernetes-journey-1a3j:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive, ten-part engineering chronicle detailing the step-by-step
    setup and configuration of a home-lab Kubernetes cluster. Walks through local
    storage provisioners, container network interfaces (CNIs), ingress setup, and
    application deployment configurations, serving as a pragmatic guide for practitioners.
  language: English
  resource_type: Tutorial Series
  complexity: Intermediate
  hierarchy:
  - Education
  - Hands-on Labs
  - System Implementation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Build my own Kubernetes journey (10 Part Series) | Jonatan Ezron'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/josephmidura/how-to-manage-multiple-ssh-key-pairs-1ik:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Focuses on mapping multiple distinct SSH credentials on a single host.
    Guides the user in creating robust `~/.ssh/config` blocks to automatically select
    specific keys based on host names.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: How to Manage Multiple SSH Key Pairs'
  addition_method: manual
  v2_locations:
  - linux.md
https://dev.to/kameshsampath/simplify-your-dockerfile-1j5k:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Presents Rust compilation patterns utilizing multi-stage Docker builds
    and Cargo Chef. Focuses on caching intermediate dependencies to drastically minimize
    development compiler times and deliver highly optimized target binaries.
  language: Rust
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Build Optimization
  - Rust
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Simplify Your Dockerfile wiyth Rust programming language| Kamesh
    Sampath'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/kanani_nirav/50-linux-commands-every-developer-need-to-know-with-example-mc:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive directory detailing basic, intermediate, and advanced
    CLI operations. Translates abstract Linux patterns into functional scripts for
    managing permissions, finding logs, and inspecting networks.
  language: Bash
  resource_type: Reference Guide
  complexity: Beginner
  hierarchy:
  - Linux
  - Command Line
  - Reference
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: 50 Linux Commands every developer NEED to know with example'
  addition_method: manual
  v2_locations:
  - linux.md
https://dev.to/karaluton/explain-like-i-m-five-git-rebase-vs-merging-1k69:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Offers a highly accessible comparison of merging versus rebasing strategies.
    Explains how merging acts as a non-destructive historical record, while rebasing
    dynamically alters commit history to maintain a linear DAG timeline.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: ELI5: Git Rebase vs. Merge \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/karaluton/what-exactly-is-the-dom-jhg:
  addition_method: manual
  content_hash: 57bfb59f72033b49ac97dd76f4c46fea14c0d7d4a0c93c6ce0fa1cd3e56ef206
  health_score: 100.0
  last_checked: 1779034582.644232
  needs_ai_refresh: true
  v1_locations:
  - docs/javascript.md
https://dev.to/karanpratapsingh/top-5-docker-best-practices-57oh:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Summarizes five essential Dockerfile patterns targeting faster builds
    and smaller output artifacts. Focuses on single-responsibility runtime structures,
    proper ignore files, and tag version consistency.
  language: N/A
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Containers
  - Build Optimization
  - Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Top 5 Docker Best Practices'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/katalon/top-15-automated-api-testing-tools-lasted-update-32ip:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A marketplace evaluation of 15 automated API testing frameworks. Details
    features of suites like Katalon, Postman, SoapUI, and Newman, helping teams choose
    testing tooling based on their workflow requirements.
  language: Agnostic
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - API Testing
  - Tooling
  - Comparison
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'dev.to: Top 15 Automated API Testing Tools'
  addition_method: manual
  v2_locations:
  - api.md
https://dev.to/katiatalhi/introduction-to-kustomize-how-to-customize-kubernetes-objects-3e08:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A practical tutorial covering Kustomize fundamentals, including base
    structures, namespaces, and target overlays. Details how to perform key-value
    injections, customize metadata, and scale replica sizes across environments while
    maintaining dry manifests.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Introduction to Kustomize - How to customize Kubernetes objects
    kubernetes'
  addition_method: manual
  v2_locations:
  - kustomize.md
https://dev.to/ken_mwaura1/getting-started-with-flask-and-docker-3ie8:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A concise roadmap for packaging dynamic Flask applications within isolated
    Docker runtimes. Focuses on safe environment abstractions, directory management,
    and multi-stage build optimization techniques.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Containerization
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to: Getting Started with Flask and Docker'
  addition_method: manual
  v2_locations:
  - python.md
https://dev.to/kennethatria/setting-up-a-ci-cd-with-jenkins-4hln:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A basic, hands-on tutorial detailing how to set up your first functional
    Jenkins instance, connect plugins, and build an execution flow. *Curator Insight*:
    Fundamental Jenkins setups. *Live Grounding*: Good for engineers seeking a fast
    onboarding path.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI/CD Foundations
  - Learning Paths
  - Jenkins Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Setting up a CI/CD with Jenkins'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://dev.to/khmarbaise/maven-plugin-configuration-the-unknown-tiny-details-1emm:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Highly granular analysis exploring the inner mechanics of Maven's build
    configuration injection. Details hidden quirks in dependency resolution, class
    loading, and goal executions.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Plugin Deep Dives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Maven Plugin Configuration - The (Unknown) Tiny Details'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://dev.to/kodekloud/your-roadmap-to-become-a-devops-engineer-in-2020-i1n:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This KodeKloud handbook charts a practical learning path, focusing heavily
    on Linux administration, foundational shell scripting, and basic configuration
    managers. While newer platform abstractions have introduced advanced GitOps frameworks,
    live assessments show that the primary operating system skills and networking
    prerequisites mapped in this article remain absolute requirements for senior infrastructure
    engineering.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps & SRE
  - Roadmaps & Career
  - Skill Sets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Your Roadmap to Become a DevOps Engineer in 2021'
  addition_method: manual
  v2_locations:
  - devops.md
? https://dev.to/koladev/test-driven-development-with-django-unit-testing-integration-testing-with-docker-flask-github-actions-2047
: description: ''
  year: '2021'
  stars: 0
  ai_summary: A hands-on implementation guide showcasing Test-Driven Development (TDD)
    principles in Python. Employs Django, Flask, containerized Docker backends, and
    GitHub Actions to deploy validated code packages.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Backend Development
  - Python Testing Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Test-Driven-Development with Django: Unit Testing & Integration
    testing with Docker, Flask & Github Actions'
  addition_method: manual
  v2_locations:
  - qa.md
https://dev.to/kooldev/use-kool-to-dockerize-your-local-development-environment-the-right-way-18gl:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This guide details how to leverage Kool, an open-source CLI, to standardize
    and simplify local Docker-based development. By encapsulating Docker Compose patterns
    into customizable YAML configuration presets, Kool acts as a lightweight wrapper
    that isolates localized environments. This eliminates the 'works on my machine'
    syndrome and lowers the cognitive load for onboarding new developers into containerized
    environments.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Infrastructure
  - Local Environments
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Use Kool to Dockerize Your Local Development Environment the Right
    Way'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/ksingh7/the-most-elegant-way-to-performance-test-your-microservices-running-on-kubernetes-2mo2:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Demonstrates running scalable API performance evaluations in target
    Kubernetes setups. Promotes executing testing runs close to targets using container
    workloads to limit network noise.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Performance Engineering
  - Load Testing
  - Kubernetes Deployment
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'dev.to: The most elegant way to performance test your microservices running
    on Kubernetes'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://dev.to/kubestack/a-better-way-to-provision-kubernetes-resources-using-terraform-355n:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Highlights the architectural benefits of Kubestack, an open-source framework
    built on Terraform designed specifically for managing Kubernetes clusters and
    platform service deployments. Solves the traditional "two-stage apply" problem
    by separating cluster infrastructure provisioning from operational workload deployment.
    Live grounding underscores its utility in providing a deterministic GitOps deployment
    lifecycle for base platform components.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Integration
  - GitOps & Provisioning
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "dev.to/kubestack: A Better Way to Provision Kubernetes Resources Using Terraform
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/kubona_my/docker-101-124e:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational Docker handbook covering basic file layers, host virtualization
    concepts, and essential container management CLI commands.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Docker 101!'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/leading-edje/introduction-to-helm-50jl:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical introduction outlining the foundational structure of Helm
    charts, releases, and CLI workflows. Discusses core mechanics of template compilation
    and value injection for developers new to Kubernetes package management.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Introductory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: Introduction to Helm \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://dev.to/leandronsp/git-fundamentals-a-complete-guide-do7:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A comprehensive guide detailing the core mechanics of Git, covering
    the object model (blobs, trees, commits, and tags) and essential command-line
    workflows. It establishes a clear mental model of the three states (working directory,
    staging area, and local repository) necessary for robust version control practices.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: Git fundamentals, a complete guide | Leandro Proença \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/leandronsp/kubernetes-101-part-i-the-fundamentals-23a1:
  description: "- [dev.to/leandronsp: Kubernetes 101, part II, pods](https://dev.to/leandronsp/kubernetes-101-part-ii-pods-19pb)\n
    \   - [dev.to/leandronsp: Kubernetes 101, part III, controllers and self-healing](https://dev.to/leandronsp/kubernetes-101-part-iii-controllers-and-self-healing-4ki5)\n
    \   - [dev.to/leandronsp: Kubernetes 101, part IV, deployments](https://dev.to/leandronsp/kubernetes-101-part-iv-deployments-20m3)\n
    \   - [dev.to/leandronsp: Kubernetes 101, part V, statefulsets](https://dev.to/leandronsp/kubernetes-101-part-v-statefulsets-5dob)\n
    \   - [dev.to/leandronsp: Kubernetes 101, part VI, daemonsets](https://dev.to/leandronsp/kubernetes-101-part-vi-daemonsets-1ph0)\n
    \   - [dev.to/leandronsp: Kubernetes 101, part VII, jobs and cronjobs](https://dev.to/leandronsp/kubernetes-101-part-vii-jobs-and-cronjobs-12kg)\n
    \   - [dev.to/leandronsp: Kubernetes 101, part VIII, networking fundamentals](https://dev.to/leandronsp/kubernetes-101-part-viii-networking-fundamentals-mo7)"
  year: '2023'
  stars: 0
  ai_summary: 'An extensive multi-part guide covering the full spectrum of core Kubernetes
    objects: Pods, Controllers (ReplicaSets, Deployments), StatefulSets, DaemonSets,
    Jobs, CronJobs, and Networking fundamentals. Serves as a deep, hands-on syllabus
    detailing state synchronization, storage persistence, and internal service communication
    patterns.'
  language: English
  resource_type: Tutorial Series
  complexity: Intermediate
  hierarchy:
  - Core Concepts
  - Workload Resources
  - Pod & Controllers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to/leandronsp: Kubernetes 101, part I, the fundamentals'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/leandronsp/kubernetes-101-part-ii-pods-19pb:
  addition_method: manual
  content_hash: 43f34a5fd99481ab34294765778b698bc4e60e8fd324aa3be67a47a13087c5f4
  description: ''
  health_score: 100.0
  last_checked: 1779033236.720269
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/leandronsp: Kubernetes 101, part II, pods'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://dev.to/leandronsp/kubernetes-101-part-iii-controllers-and-self-healing-4ki5:
  addition_method: manual
  content_hash: e337b9a5e35eb8438b7eb8ca567d65590db6dd3d0df4c10dbb1c221bc29520bd
  description: ''
  health_score: 100.0
  last_checked: 1779031099.266647
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/leandronsp: Kubernetes 101, part III, controllers and self-healing'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://dev.to/leandronsp/kubernetes-101-part-iv-deployments-20m3:
  addition_method: manual
  content_hash: 6d2713148cf65cdb3a89c8c9fd7ff60390146c91ec2b5a043968f47d9155a28b
  description: ''
  health_score: 100.0
  last_checked: 1779031900.60237
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/leandronsp: Kubernetes 101, part IV, deployments'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://dev.to/leandronsp/kubernetes-101-part-v-statefulsets-5dob:
  addition_method: manual
  content_hash: fe63cd873d53f6c50ff8578c17e46db035450797d7a86083d199ded75dc2c00c
  description: ''
  health_score: 100.0
  last_checked: 1779034134.350895
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/leandronsp: Kubernetes 101, part V, statefulsets'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://dev.to/leandronsp/kubernetes-101-part-vi-daemonsets-1ph0:
  addition_method: manual
  content_hash: 9f49feebfd17a53c5a183b8df3f018f07401edde7c0996ef6b8094fcccbd45db
  description: ''
  health_score: 100.0
  last_checked: 1779029575.330856
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/leandronsp: Kubernetes 101, part VI, daemonsets'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://dev.to/leandronsp/kubernetes-101-part-vii-jobs-and-cronjobs-12kg:
  addition_method: manual
  content_hash: fde206ab1a7dc279296a0954a7ce71b315d27e2aabb045460ce62f39cf29bd75
  description: ''
  health_score: 100.0
  last_checked: 1779029147.501797
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/leandronsp: Kubernetes 101, part VII, jobs and cronjobs'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://dev.to/leandronsp/kubernetes-101-part-viii-networking-fundamentals-mo7:
  addition_method: manual
  content_hash: 3818d848786706a9a7097a039e75df88fccf8ed03614b5849d85a8fd9b49ca4b
  description: ''
  health_score: 100.0
  last_checked: 1779031608.974435
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/leandronsp: Kubernetes 101, part VIII, networking fundamentals'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://dev.to/leroykayanda/kubernetes-monitoring-using-grafana-3dhc:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical implementation guide to bootstrapping the PLG (Prometheus,
    Loki, Grafana) observability stack. Focuses on Promtail configuration for cluster
    log collection, metric ingestion via Prometheus, and crafting unified correlation
    panels inside Grafana.
  language: None
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Advanced Telemetry & FinOps
  - Log Aggregation
  - PLG Stack Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Monitoring Kubernetes cluster logs and metrics using Grafana, Prometheus
    and Loki'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://dev.to/levivm/how-to-use-ssh-and-ssh-agent-forwarding-more-secure-ssh-2c32:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Investigates the security mechanics of SSH Agent Forwarding. Evaluates
    risk profiles (such as root access vulnerabilities on intermediary hosts) and
    suggests safer patterns like ProxyJump and modern bastion practices.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Security
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: How to use SSH properly and what is SSH Agent Forwarding
  addition_method: manual
  v2_locations:
  - linux.md
https://dev.to/lisahjung/beginner-s-guide-to-understanding-the-relevance-of-your-search-with-elasticsearch-and-kibana-29n6:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the mechanics behind text matching, TF-IDF, and Okapi BM25
    scoring algorithms within Elasticsearch, and how Kibana is used to visualize search
    results. Crucial for developers optimizing query performance and log index searching.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - Log Management
  - Search Mechanics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Beginner''s guide to understanding the relevance of your search
    with Elasticsearch and Kibana'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://dev.to/lizardkinglk/username-validator-1n8g:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Regular expression guide and implementation for validating user credentials
    on the client-side. Emphasizes security considerations like ReDoS (Regular Expression
    Denial of Service) and input sanitization before processing database commits.
  language: JavaScript
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Frontend Development
  - Security & Validation
  - Regular Expressions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Username Validator'
  addition_method: manual
  v2_locations:
  - javascript.md
https://dev.to/lostintangent/10-awesome-things-you-can-do-with-github-dev-5fm7:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Hands-on exploration outlining the capabilities of using github.dev,
    a quick browser-based VS Code environment loaded instantly by hitting the '.'
    key on any repository interface.
  language: None
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Cloud Workstations
  - GitHub dev
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "dev.to: 10 Fun Things You Can Do With GitHub.dev \U0001F60E"
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/lucasepe/watch-and-react-to-kubernetes-objects-changes-3kcg:
  addition_method: manual
  ai_summary: Curator Insight outlines how to implement event-driven watches in Kubernetes
    using the Go client-go SDK. Live Grounding shows this is a foundational guide
    for building lightweight operators without full operator frameworks, leveraging
    Informers and Reflector mechanics. It is highly valued for explaining how to minimize
    API server load during state sync.
  complexity: Intermediate
  content_hash: 0bb8bd293eafe83b8a55bf5318be11c1d14a73b183c3964937622c2004f2f6f9
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Kubernetes Development
  - Go Client-Go
  - Informer Pattern
  is_microservice: false
  language: English
  last_checked: 1779034262.704176
  needs_ai_refresh: true
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dev.to: Watch and react to Kubernetes objects changes'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://dev.to/madmaxx/how-to-make-exclusive-locks-in-kubernetes-23if:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to design and execute distributed exclusive locking mechanisms
    inside Kubernetes. It details the structural usage of the Coordination API (Lease
    resources) and leader election patterns to prevent concurrent state manipulation
    in multi-replica microservices.
  language: Go/YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Concurrency
  - Distributed Locks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: How to make exclusive locks in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/madza/19-valuable-github-repositories-for-beginner-developers-3i18:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A collection of nineteen core GitHub repositories offering essential
    templates, API collections, and documentation guidelines to bootstrap professional
    developers.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Developer Productivity
  - Learning Paths
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: 19 Valuable GitHub Repositories for Beginner Developers \U0001F4DA✨"
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://dev.to/mage_ai/ci-cd-automating-our-build-and-deploy-process-2i91:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A real-world engineering case study walking through the orchestration
    and automation of container builds and target host deployments. Examines key bottlenecks
    during early Git-driven pipeline setup and resolution strategies.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Software Delivery
  - Continuous Deployment
  - Automation Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: CI/CD: Automating our build and deploy process'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://dev.to/mahmoudessam/python-dictionary-methods-explanation-and-visualization-1l64:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Comprehensive visual maps explaining built-in dictionary
    manipulation routines.

    Live Grounding: Visualizes the differences between direct updates, item mutation
    methods, default handling methods, and pop routines to ensure correct data mutation
    practices.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: python dictionary methods explanation and visualization'
  addition_method: manual
  v2_locations:
  - python.md
https://dev.to/majidqafouri/microservice-roadmap-4mci:
  addition_method: manual
  content_hash: b088fd5ae5281fa6cf27205a14e78b358b783e977e6cb8c7cc1560f880b4d632
  description: ''
  health_score: 100.0
  last_checked: 1779029949.913136
  stars: 0
  status: online
  title: 'dev.to: Microservice Roadmap'
  v1_locations:
  - docs/faq.md
  year: N/A
https://dev.to/mariamarsh/10-best-github-repos-for-developers-5gmp:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights ten essential GitHub repositories containing computer science
    guidelines, system architecture patterns, and algorithmic exercises critical for
    platform and backend software engineering.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Developer Productivity
  - Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: 10 best GitHub repos for developers'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://dev.to/mattiasfjellstrom/kubernetes-101-security-concepts-2f4f:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An introductory security conceptual guide reviewing isolation techniques
    like Linux namespaces, cgroups, and capabilities. Correlates these kernel-level
    tools to upstream abstraction parameters in standard Pod specs. Provides a concise,
    high-density primer on basic defense constructs.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Fundamentals
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/mattiasfjellstrom: Kubernetes-101: Security concepts'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://dev.to/mattqafouri/microservice-roadmap-4mci:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A structured educational roadmap highlighting the developmental journey
    to master microservices. It lists key technologies and conceptual milestones,
    including domain-driven design (DDD), containerization, event-driven architectures,
    API Gateways, distributed tracing with OpenTelemetry, and CI/CD pipelines.
  language: None
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Microservices Architecture
  - Fundamentals
  - Roadmap
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to: Microservice Roadmap'
  addition_method: manual
  v2_locations:
  - faq.md
https://dev.to/mauriciolinhares/rate-limiting-http-requests-in-go-using-redis-51m7:
  addition_method: manual
  ai_summary: A code-heavy guide illustrating how to implement distributed rate-limiting
    middleware in Go using Redis token bucket algorithms. Vital for securing public
    REST API endpoints.
  complexity: Intermediate
  content_hash: a6dd7888fd1fce5e877c77d6a9162541e86cb5db944d8433496592e33ce41b02
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - API Design
  is_microservice: true
  language: en
  last_checked: 1779033674.950006
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'dev.to: Rate limiting HTTP requests in Go using Redis'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://dev.to/mavensingh/advantages-and-disadvantages-of-go-5gha:
  addition_method: manual
  ai_summary: A high-level evaluation of Go's strengths (such as concurrency models
    and compiling speeds) balanced against its notable limits, such as strict syntax
    structures and historical generic compromises.
  complexity: Beginner
  content_hash: 3d24af81a86d8c5775d07ac8b8fa8ad54304da48dd26d0a40a11cf02406f7d8e
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Core Reference
  is_microservice: false
  language: en
  last_checked: 1779031671.199866
  needs_ai_refresh: true
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'dev.to/mavensingh: Advantages and Disadvantages of Go'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://dev.to/maxx_don/implement-azure-ad-workload-identity-on-aks-with-terraform-3oho:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed playbook implementing Azure AD Workload Identity on AKS utilizing
    Terraform templates. Eliminates static secrets by mapping Azure Managed Identities
    with Kubernetes Service Accounts via federated OIDC token exchanges.
  language: Terraform
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Access & Identity
  - Workload Identity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Implement Azure AD Workload Identity on AKS with terraform'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://dev.to/mbagley1020/price-comparison-of-popular-serverless-architecture-providers-2jk9:
  addition_method: manual
  content_hash: de3143b1cfd7a3efdc955a4d569b047e4a66f129930b5136ba58c352b9a5f23c
  description: ''
  health_score: 100.0
  last_checked: 1779030115.405533
  stars: 0
  status: online
  title: 'dev.to: Price Comparison of Popular Serverless Architecture Providers'
  v1_locations:
  - docs/serverless.md
  year: N/A
https://dev.to/mda590/using-kyverno-policies-for-kubernetes-governance-3e17:
  description: ''
  addition_method: manual
  content_hash: ea1ffe99c5a75a4093f6243789caab5dcc734435fd3d4737d7ae9b8eb11e8dba
  health_score: 100.0
  last_checked: 1779034522.751157
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2022'
  ai_summary: Explains how organizations can use Kyverno to establish governance guardrails
    across shared development environments. Covers automating labels, validating ownership
    configurations, and managing resource consumption rules to ensure multi-tenant
    hygiene.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Governance
  is_microservice: false
  title: 'dev.to: Using Kyverno Policies for Kubernetes Governance'
https://dev.to/memark/autoprovisioning-nfs-volumes-in-eks-with-cdk-4fn9:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Walks through the automated provisioning of NFS-backed persistent storage
    within Amazon EKS utilizing the AWS Cloud Development Kit (CDK). Demonstrates
    infrastructure-as-code automation for deploying NFS CSI drivers and configuring
    storage classes.
  language: TypeScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Infrastructure as Code
  - NFS Storage Autoprovisioning
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Autoprovisioning NFS volumes in EKS with CDK'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://dev.to/mikeyglitz/proactive-kubernetes-monitoring-with-alerting-58en:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Offers actionable guidance on moving from reactive firefighting to proactive
    alerts in production. Instructs readers on designing Alertmanager routing keys,
    building non-flapping alert thresholds, and writing actionable runbooks attached
    to notifications.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Practical Diagnostics
  - Alert Engineering
  - Proactive Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/mikeyglitz: Proactive Kubernetes Monitoring with Alerting'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://dev.to/milu_franz/git-explained-the-basics-igc:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Introductory guide breaking down directory zones (working directory,
    staging area, git directory) and mapping baseline command flows for development
    environments onboarding.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Version Control
  - Git Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Git Explained - The Basics'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/mkalioby/django-apps-on-kubernetes-2edo:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introductory guide addressing Django application architectures tailored
    specifically for Containerization. Explains initial configurations, environment
    separation, Dockerfile design practices, and the integration of database migration
    steps into standard container start routines.
  language: Python
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Development
  - Python
  - Django
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Django on K8s (Part 0: Introduction)'
  addition_method: manual
  v2_locations:
  - demos.md
https://dev.to/mkdev/kubernetes-capacity-and-resource-management-its-not-what-you-think-it-is-1oik:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Challenges standard assumptions around how capacity is calculated in
    Kubernetes.

    - Explains how system and kubelet-reserved buffers reduce actual schedulable space
    on nodes.

    - Recommends metric-driven planning over raw arithmetic estimations.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Resource Planning
  - Capacity Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: Kubernetes Capacity and Resource Management: It's Not What You Think
    It Is \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/moesif/api-management-vs-api-gateway-and-where-does-api-analytics-and-monitoring-fit-4g75:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the delineation between routing runtime proxies (Gateways)
    and higher-level API lifecycle portals (Management), while explaining how analytics
    software fits in. Investigates the collection of telemetry metrics to track user
    behavior and API health without injecting latency.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - Observability Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: API Management vs API Gateway and where does API Analytics and Monitoring
    fit?
  addition_method: manual
  v2_locations:
  - developerportals.md
https://dev.to/monarene/dynamic-volume-provisioning-in-kubernetes-with-aws-and-terraform-3m6h:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores dynamic persistent volume provisioning within Amazon EKS utilizing
    the EBS CSI Driver configured via Terraform. Resolves common StorageClass mapping
    and dynamic volume registration patterns.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to/monarene: Dynamic Volume Provisioning in Kubernetes with AWS and
    Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/msfaizi/kubernetes-cheatsheet-essential-commands-and-concepts-for-efficient-container-orchestration-201n:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Conceptual and programmatic handbook explaining core container coordination
    controls. Simplifies service-to-pod binding checks, network policies verification,
    and context switches for distributed application topologies.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/msfaizi: Kubernetes Cheatsheet: Essential Commands and Concepts for
    Efficient Container Orchestration'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dev.to/mstryoda/configure-rbac-in-kubernetes-like-a-boss-h67:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An operational checklist and set of best practices for establishing
    robust, leak-proof RBAC models. Helps administrators avoid common authorization
    anti-patterns such as wildcards in role rules.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Configure RBAC in Kubernetes Like a Boss'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://dev.to/mtulio/deep-dive-into-aws-oidc-identity-provider-when-installing-openshift-with-iam-sts-manual-sts-support-1bo7:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A granular deep dive detailing OpenShift installation on AWS using manual
    STS credentials. Explains the verification processes of AWS IAM Roles Anywhere,
    OIDC identity structures, and token exchanges.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Identity Management
  - Cloud Provider Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'dev.to: Deep Dive into AWS OIDC identity provider when installing OpenShift
    using manual authentication mode with STS'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://dev.to/mwafrika/how-to-use-git-stash-command-22bk:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains practical use-cases for isolating uncommitted changes to enable
    rapid local branch switching. Explains how the stash stack works and demonstrates
    how to cherry-pick specific changes back to clean working states, preventing manual
    diffing and code regression risks.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - Workspace State
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: How to Use Git Stash Command'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/nagatodev/how-to-connect-django-to-reactjs-part-2-2oje:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Teaches developers to link a Django REST Framework API backend to a
    React.js client frontend. Investigates handling CORS rules, configuring unified
    JSON communications, and setting up token-based session workflows.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Front-end Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "dev.to: Building a REST API with Django REST Framework \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://dev.to/narasimha1997/communication-between-microservices-in-a-kubernetes-cluster-1n41:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines internal communication protocols of microservices deployed
    across Kubernetes networks. Details local service resolution dynamics, headless
    services, and the role of service proxies in optimizing intra-cluster communication
    speeds.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Microservices
  - Inter-Service Communication
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "dev.to/narasimha1997: Communication between Microservices in a Kubernetes
    cluster \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://dev.to/navneet7716/optimizing-sql-queries-h9j:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A database engineering optimization guide detailing a 23x performance
    improvement. Teaches strategies for index structuring, deep query analyzer explain
    plan parsing, and query patterns that eliminate execution bottlenecks.
  language: SQL
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Databases & Storage
  - Relational Databases
  - Performance Tuning
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Optimizing SQL Queries by 23x!!!'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dev.to/nazliander/using-selenium-within-a-docker-container-ghp:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Step-by-step tutorial on building containerized Python Selenium testing
    environments. Outlines headless browser configurations, Docker optimizations,
    and shared memory allocations.
  language: Python
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Quality Assurance & Testing
  - Test Automation
  - Containerized Testing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to: Using Selenium With Python in a Docker Container'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://dev.to/niveditacoder/default-kyverno-policies-for-openebs-4abf:
  description: ''
  addition_method: manual
  content_hash: 9ff4068050fc09a0a07f31d8c42e2f04303a242bb35310cace796a8766effa70
  health_score: 100.0
  last_checked: 1779032095.066602
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: Walks through establishing Kyverno policies optimized for workloads
    using OpenEBS as their persistent storage driver. Demonstrates how to automatically
    enforce volume attachment limits, dynamic volume provisioning policies, and validate
    container mount points for improved system stability.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Storage
  - Policy-as-Code
  is_microservice: false
  title: 'dev.to: Default Kyverno Policies for OpenEBS'
https://dev.to/novu/how-to-add-in-app-notifications-to-any-web-app-1b4n:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Architectural guide on integrating live in-app notifications using Novu,
    exploring WebSockets, SSE (Server-Sent Events), and decoupled state synchronization
    across client nodes.
  language: JavaScript
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Frontend Development
  - Real-Time Communication
  - Notifications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: How to add In-App notifications to any web app!'
  addition_method: manual
  v2_locations:
  - javascript.md
https://dev.to/o1lab/how-to-build-7-000-rest-apis-within-2-mins-node-js-mysql-470b:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstration of automated REST API generation from relational schemas
    using code generator frameworks. Examines dynamic routing models, DB pool initialization,
    and the trade-offs of using automated ORMs versus custom SQL design.
  language: JavaScript
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Protocols & API Design
  - REST APIs
  - Rapid Prototyping
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: How to build 7,000+ REST APIs within 2 mins (Node.js + MySQL) !!'
  addition_method: manual
  v2_locations:
  - javascript.md
https://dev.to/okimotomizuho/open-source-multiple-branches-and-git-merges-2f69:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Focuses on integration strategies for contributors managing branch hierarchies
    in open-source projects. Offers concrete tips on coordinating forks, staging changes
    across distinct feature branches, and safely executing pulls and merges with upstream
    main branches.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Collaborative Workflows
  - Open Source
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Open Source: Multiple branches and git merges'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/okimotomizuho/open-source-my-first-pull-request-1356:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Walks beginners through their first open source contribution. Covers
    forking upstream, local cloning, branch creation, pushing, and opening a PR on
    GitHub.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Open Source: My first Pull Request'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/opensauced/how-to-create-a-good-pull-request-template-and-why-you-should-add-gifs-4i0l:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides blueprint strategies for designing high-yield pull request
    templates. Explains how structuring issue link references, visual UI regression
    context (like screenshots/GIFs), and self-review checklists enforces repository
    code standards.
  language: Markdown
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Platform
  - Collaboration Tools
  - CI/CD Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/opensauced: How to Create a Good Pull Request Template (and Why You
    Should Add Gifs)'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/otomato_io/liveness-probes-feel-the-pulse-of-the-app-133e:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'An analytical guide to defining the dynamic performance ''pulse'' of
    microservices.

    - Highlights how to configure lightweight endpoints that report deadlock scenarios
    without incurring runtime resource overhead.

    - Discusses how to trace and diagnose probe-induced container restarts.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  - Liveness Probes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/otomato_io: Liveness Probes: Feel the Pulse of the App'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/otomato_io/local-kubernetes-development-with-skaffold-i0k:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical onboarding guide detailing local cloud-native development
    workflows using Skaffold. Explores live file-reloading, log streaming, and localized
    namespace configurations for multi-service apps.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Developer Experience
  - Inner-Loop Automation
  - Skaffold Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: How to Simplify Your Local Kubernetes Development With Skaffold'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://dev.to/otomato_io/pixie-an-x-ray-machine-for-kubernetes-traffic-23pd:
  description: ''
  addition_method: manual
  content_hash: e498286f13bf67872de3253d5aa756bb3ae8a7febb06d8301ac8031d1294b9e9
  health_score: 100.0
  last_checked: 1779029938.846918
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A comprehensive technical overview of Pixie, a CNCF-hosted, eBPF-powered
    observability framework. The guide details how Pixie leverages eBPF kernel probes
    to dynamically capture SQL commands, HTTP traffic, and performance metrics without
    code changes or sidecar injection overhead.
  language: Markdown
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Network Observability
  - eBPF
  is_microservice: false
  title: 'dev.to: Pixie: an X-ray Machine for Kubernetes Traffic'
https://dev.to/otomato_io/possible-paths-2hfc:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demystifies Kubernetes TLS configurations by explaining public/private
    key pairs, certificate authorities, client-cert server validations, and common
    Ingress security setups.
  language: English
  resource_type: Educational Guide
  complexity: Intermediate
  hierarchy:
  - Security
  - PKI & Certificates
  - Conceptual
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "dev.to: Kubernetes TLS, Demystified \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://dev.to/otomer/my-12-favorite-chrome-extensions-as-a-web-developer-56eg:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A developer-curated list of productivity-focused Google Chrome extensions.
    Highlights tools tailored for layout styling, security inspection, and high-density
    JSON schema visualization.
  language: None
  resource_type: Technical Article
  complexity: Low
  hierarchy:
  - Developer Workspace
  - Diagnostics & Debugging
  - Browser Developer Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: My 12 Favorite Chrome Extensions as a Web Developer'
  addition_method: manual
  v2_locations:
  - ChromeDevTools.md
https://dev.to/pacheco/create-a-restful-api-with-golang-from-scratch-42g2:
  addition_method: manual
  ai_summary: A step-by-step guide to building a clean, native REST API from scratch
    in Go using standard mux frameworks. Excellent for microservice engineers. [SPANISH
    CONTENT]
  complexity: Intermediate
  content_hash: d40a00a1543f954982cc3579b43c016183086a837cc7b3e3c21c82cb4b875e10
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - API Design
  is_microservice: true
  language: es
  last_checked: 1779033169.77462
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: "==dev.to: Create a Restful API with Golang from scratch== \U0001F31F"
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://dev.to/paru429/beginner-s-guide-to-docker-and-docker-cli-commands-1p75:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An onboarding reference cheatsheet detailing basic commands for the
    Docker CLI. Explores standard image, volume, networking, and container life cycle
    operations.
  language: English
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Beginner''s guide to Docker and Docker CLI commands'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/pavanbelagatti/configure-kubernetes-readiness-and-liveness-probes-tutorial-478p:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Step-by-step developer guide on implementing probe specifications in
    Kubernetes manifests.

    - Covers the fundamental differences between HTTP, TCP, and Exec handlers.

    - Ideal for application developers looking to quickly implement basic self-healing
    properties.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  - Tutorial
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "dev.to: Configure Kubernetes Readiness and Liveness Probes - Tutorial |
    Pavan Belagatti \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/pavanbelagatti/deploy-any-aiml-application-on-kubernetes-a-step-by-step-guide-2i37:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Hands-on guide showing how to package, deploy, and scale diverse machine
    learning applications using Kubernetes manifests. Focuses on establishing proper
    ingress routing, service definitions, CPU/GPU resource constraints, and continuous
    monitoring sidecars within a native cluster environment.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Kubernetes
  - Deployment Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/pavanbelagatti: Deploy Any AI/ML Application On Kubernetes: A Step-by-Step
    Guide!'
  addition_method: manual
  v2_locations:
  - mlops.md
https://dev.to/pavanbelagatti/devops-trends-for-developers-in-2023-345b:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Details trending technologies and tooling directions
    emerging within DevOps. Live Grounding: Highlights progressive shifts toward DevSecOps,
    Platform Engineering, and GitOps-managed container lifecycles in the modern enterprise.'
  language: en
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Methodology
  - Trends
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'dev.to: DevOps Trends for Developers in 2023 | Pavan Belagatti'
  addition_method: manual
  v2_locations:
  - devops.md
https://dev.to/pavanbelagatti/kubernetes-kustomize-tutorial-a-beginner-friendly-developer-guide-322n:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: A simplified, practical walkthrough introducing Kustomize to developers.
    Details core primitives (resources, generators, transformers) and illustrates
    setting up clean, template-less pipelines to manage multi-tenant local environments.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Kubernetes Kustomize Tutorial: A Beginner-Friendly Developer Guide!'
  addition_method: manual
  v2_locations:
  - kustomize.md
https://dev.to/pavanbelagatti/kubernetes-security-best-practices-for-developers-2b92:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Translates complex cluster security profiles into digestible concepts
    tailored directly for application developers. Focuses on safe manifest construction,
    secret handling, and using non-root base images. Encourages safe development workflows
    to eliminate security issues before code merges.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - DevSecOps
  - Developer Guidance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/pavanbelagatti: Kubernetes Security Best Practices For Developers'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://dev.to/pavanbelagatti/learn-how-to-set-kubernetes-resource-requests-and-limits-23n2:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Introductory guide outlining how to define requests and limits in YAML
    specs.

    - Details why missing resources lead to scheduling failure or unstable workloads.

    - Provides clear code snippets for developers.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Resource Management
  - Resource Planning
  - Requests and Limits
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/pavanbelagatti: Learn How to Set Kubernetes Resource Requests and
    Limits'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/pavanbelagatti/scaling-your-application-with-kubernetes-5715:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A brief overview introducing cloud-native application scaling mechanisms.
    Explores simple replica configurations and metrics monitoring strategies, serving
    as an outstanding initial developer onboarding reference.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Kubernetes & Scaling
  - Core Concepts
  - Scaling Intro
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Scaling Your Application With Kubernetes | Pavan Belagatti'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://dev.to/pavanbelagatti/using-terraform-to-manage-infrastructure-resources-32da:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Explains the baseline principles of Terraform configuration, executing
    initial runs, and interpreting resource drift in public clouds. Designed as a
    foundational layout for operators seeking to abandon manual console configurations.
    Live grounding emphasizes its use as an educational framework for modern devops
    onboardings.
  language: HCL
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Adoption Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Using Terraform To Manage Infrastructure Resources | Pavan Belagatti'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/permit_io/load-external-data-into-opa-the-good-the-bad-and-the-ugly-26lc:
  description: ''
  addition_method: manual
  content_hash: 91e815cd1013249b7e9b2358dc3f3f2c2c3e6665afa5a148af30cbc2f6264944
  health_score: 100.0
  last_checked: 1779034172.871642
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2022'
  ai_summary: Analyses the complex architectural patterns required for injecting dynamic
    runtime datasets into Open Policy Agent (OPA). Evaluates caching strategies, JWT
    validation, HTTP pull-push mechanisms, and their relative trade-offs regarding
    latency, scalability, and network failure tolerance inside authorization pathways.
  language: Rego
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Security & Compliance
  - Policy-as-Code
  is_microservice: false
  title: 'dev.to: Load external data into OPA: The Good, The Bad, and The Ugly'
https://dev.to/pghildiyal/series/14818:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A systematic deep dive into Kubernetes design patterns, cluster schedulers,
    security controls, and storage operations. Promotes highly structured conceptual
    understanding of how container nodes synchronize states.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Comprehensive Reference
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to: Let''s Learn Kubernetes Series'' Articles'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://dev.to/playfulprogramming/a-better-way-to-code-documentation-driven-development-1kem:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces Documentation Driven Development (DDD). Explains how specifying
    schemas, system boundaries, and API interfaces in documentation before coding
    leads to cleaner microservice separation.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Methodology
  - Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: A Better Way To Code: Documentation Driven Development'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://dev.to/playfulprogramming/the-awesome-side-of-github-awesome-lists-2a5h:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analytical piece exploring the architectural and community value
    of GitHub's curated lists. Explains how these directories democratize community
    knowledge sharing and guides software developers in discovering, evaluating, and
    contributing to open-source resource landscapes.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Curation
  - Awesome Lists
  - Meta-Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: The Awesome Side of GitHub - Awesome Lists | Leonardo Montini'
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-command-palette-and-its-friends-2bhi:
  description: ''
  addition_method: manual
  content_hash: a824e90b306b8dab1169e4a155d4930248fe6a04cb84fc750ed17d6759086db9
  health_score: 100.0
  last_checked: 1779130494.933112
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2020'
  stars: 0
  ai_summary: A structural guide detailing productivity hacks with VS Code's Command
    Palette (Ctrl+Shift+P) and keybindings, designed to facilitate fast search, configuration
    changes, and command executions for power users.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - Productivity
  is_microservice: false
  title: 'dev.to: Visual Studio Code - Tips & Tricks - Command Palette and its friends'
https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-snippets-5041:
  description: ''
  addition_method: manual
  content_hash: edf392dc2c19ed07bf450e9cd61bc41ef9fcf154144fe80bbac395c8cb914ac5
  health_score: 100.0
  last_checked: 1779130495.016514
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2020'
  stars: 0
  ai_summary: Teaches developers how to write and configure custom user snippets in
    VS Code, allowing rapid injection of frequently used code patterns and structural
    templates into diverse codebases.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - Productivity
  is_microservice: false
  title: 'dev.to/this-is-learning: Visual Studio Code - Tips & Tricks - Snippets'
https://dev.to/pmbanugo/faas-on-kubernetes-from-aws-lambda-api-gateway-to-knative-kong-api-gateway-4n84:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Practical technical demonstration outlining how to replicate proprietary
    cloud FaaS configurations by using open components like Knative and Kong API Gateway
    inside a Kubernetes cluster.
  language: English
  resource_type: Technical Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - Knative and API Gateways
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to: FaaS on Kubernetes: From AWS Lambda & API Gateway To Knative & Kong
    API Gateway'
  addition_method: manual
  v2_locations:
  - serverless.md
https://dev.to/pmbanugo/goodbye-dockerfiles-build-secure-optimised-nodejs-container-images-with-cloud-native-buildpacks-489p:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A hands-on guide illustrating how to deploy secure, optimized Node.js
    container applications without writing custom Dockerfiles, utilizing Cloud Native
    Buildpacks. It demonstrates how buildpacks automatically handle package caching,
    optimize production dependencies, and strip non-essential files. This results
    in smaller, audit-ready Node images with minimum developer overhead.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Application Development
  - Node.js
  - Image Building
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/pmbanugo: Goodbye Dockerfiles: Build Secure & Optimised Node.js Container
    Images with Cloud Native Buildpacks'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/pragyanatvade/docker-commands-cheat-sheet-47n4:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Modern developer guide consolidating command sequences for optimizing
    docker image construction and multi-container environment variables. Great for
    fast onboarding and verifying runtime dependencies.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Virtualization & Containers
  - Docker
  - CLI Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Docker Commands Cheat Sheet | Pragyan Tripathi'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dev.to/prasenjeetsymon/docker-from-zero-to-hero-part-1-3a45:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analytical introduction framing the architectural jump from resource-heavy
    hypervisors to shared-kernel container virtualization. Outlines fundamental properties
    of image layers, read-write layers, and execution systems.
  language: N/A
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Containers
  - Docker Basics
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: Docker : From Zero to Hero \U0001F6F8 ( part 1) | Prasenjeet Kumar"
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/purveshshende2/git-for-beginners-3il6:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory manual for Git CLI operations, tracing how data moves
    between the local working directory, the index stage, and remote servers. Helps
    teams establish consistent baseline practices during developer onboarding.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Git for beginners'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/pwd9000/connect-terraform-to-azure-devops-git-repos-over-ssh-163c:
  addition_method: manual
  content_hash: b745107e9ef164affb9c14ab606a1b67d36f355d3a10d3e700b3ce4b0285859c
  description: ''
  health_score: 100.0
  last_checked: 1779032177.53572
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/pwd9000: Connect Terraform to Azure DevOps Git Repos over SSH'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://dev.to/pwd9000/series/16567:
  description: "- [dev.to/pwd9000: Connect Terraform to Azure DevOps Git Repos over
    SSH](https://dev.to/pwd9000/connect-terraform-to-azure-devops-git-repos-over-ssh-163c)\n
    \   - [dev.to/pwd9000: Terraform - Complex Variable Types](https://dev.to/pwd9000/terraform-complex-variable-types-173e)\n
    \   - [dev.to/pwd9000: Terraform - Understanding the Lifecycle Block](https://dev.to/pwd9000/terraform-understanding-the-lifecycle-block-4f6e)\n
    \   - etc"
  year: '2023'
  stars: 4
  ai_summary: A collection of advanced Terraform architectural guides addressing Azure
    DevOps integration over SSH, complex variable typings, and fine-tuning resource
    lifecycles. Discusses the utilization of attributes like "ignore_changes" and
    "prevent_destroy" to safeguard critical production backbones. Live grounding confirms
    this series is a vital playbook for operationalizing continuous delivery in enterprise
    spaces.
  language: HCL
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Advanced Orchestration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "dev.to/pwd9000: Terraform Pro Tips Series' Articles \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/pwd9000/terraform-complex-variable-types-173e:
  addition_method: manual
  content_hash: ccc836673f845a730401191c4cf02f1beb743ab65feb8e1a9045f4f6a3b4c638
  description: ''
  health_score: 100.0
  last_checked: 1779032337.36982
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/pwd9000: Terraform - Complex Variable Types'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://dev.to/pwd9000/terraform-iac-scanning-with-trivy-3cai:
  addition_method: manual
  content_hash: 1d10bfed516965c4413318093b17c7118abafb92e1bfb5d76db24eedbb69c9dd
  description: ''
  health_score: 100.0
  last_checked: 1779030090.957622
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to: Terraform IaC Scanning with Trivy'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://dev.to/pwd9000/terraform-understanding-the-lifecycle-block-4f6e:
  addition_method: manual
  content_hash: db3c11fc54e40a28f3a9ae6cb9b839fe9e3d39674997eb4ef15dcf1273061cde
  description: ''
  health_score: 100.0
  last_checked: 1779029487.0925
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/pwd9000: Terraform - Understanding the Lifecycle Block'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://dev.to/rahulrai/practical-introduction-to-kubernetes-autoscaling-tools-with-linode-kubernetes-engine-2i7k:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An introduction to Kubernetes scaling tools (HPA, VPA, and Cluster Autoscaler)
    leveraging the Linode Kubernetes Engine (LKE). This guide demystifies metric validation
    loops and autoscaler behavior, providing a practical foundation for engineers
    implementing scaling outside major hyperscalers.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Alternative Cloud
  - Linode Kubernetes Engine (LKE)
  - Autoscaling Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "dev.to: Practical Introduction to Kubernetes Autoscaling Tools with Linode
    Kubernetes Engine \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://dev.to/ranga_vadhineni/thunder-client-http-client-extension-for-vs-code-30i9:
  description: ''
  addition_method: manual
  content_hash: f7bda43d22cd14c8408451a431de9924c852d2b27e22c93ed00b5670c0924001
  health_score: 100.0
  last_checked: 1779030736.423248
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Explores Thunder Client, a lightweight, rapid rest API client integrated
    natively into VS Code. Offers a fast local alternative to bulky testing platforms
    like Postman.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - API Testing
  - VS Code Tooling
  is_microservice: true
  title: 'dev.to: Thunder Client - Http Client Extension for VS Code'
https://dev.to/razgandeanu/selenium-cheat-sheet-9lc:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A functional automation manual detailing browser automation configurations
    with Selenium WebDriver. Highlights explicit wait hooks, complex element locator
    structures, and integration into CI platforms.
  language: Java
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Quality
  - Testing Automation
  - Selenium
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Selenium Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dev.to/rdvansloten/getting-started-with-windows-containers-on-azure-kubernetes-service-46ce:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A fundamental playbook illustrating setup tasks for hosting Windows
    Server containers inside AKS node pools. Explains common pitfalls including licensing,
    customized networking modes, and configuring dual-OS deployments alongside Linux
    nodes.
  language: Bash
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Node Pools
  - Windows Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Getting started with Windows Containers on Azure Kubernetes Service'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://dev.to/render/git-organized-a-better-git-flow-56go:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores strategies for maintaining clean, readable Git history, emphasizing
    squash-and-merge patterns and clean branching methodologies to streamline code
    reviews and CI/CD pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Git Organized: A Better Git Flow'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/rinkiyakedad/using-kyverno-to-enforce-eks-best-practices-cad:
  description: ''
  addition_method: manual
  content_hash: 910bcd519ff75c206a78c9889e9f887002bcc1bd382954b0831d5b8f6cfc0e88
  health_score: 100.0
  last_checked: 1779031012.135261
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: Guided tutorial showing how platform engineers can utilize Kyverno to
    systematically lock down Amazon EKS clusters. Illustrates policy enforcement setups
    to enforce multi-tenant isolation, require standard resource limits, and disable
    host networking, using declarative Kubernetes manifests.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - EKS
  is_microservice: false
  title: 'dev.to: Using Kyverno To Enforce EKS Best Practices'
https://dev.to/rtpro/helm-release-time-to-livettl-for-temporary-environments-1239:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines techniques to implement a TTL (Time-To-Live) mechanism for
    Helm releases. Crucial for optimizing cloud spend in ephemeral testing environments
    by garbage-collecting resources after pre-defined lifetimes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Infrastructure
  - Cost Optimization
  - Temporary Environments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "dev.to: Helm Release Time-To-Live(TTL)⏳\U0001F480 for Temporary Environments"
  addition_method: manual
  v2_locations:
  - helm.md
https://dev.to/run-x/devops-is-not-automation-2amo:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reframes DevOps by showing that automation is just an enabling tool.
    Argues that true performance depends on strong feedback loops, continuous learning,
    and close cooperation between development and operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Culture & Mindset
  - Organizational Philosophy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: DevOps Is Not Automation'
  addition_method: manual
  v2_locations:
  - devops.md
https://dev.to/sagary2j/elk-stack-deployment-using-minikube-single-node-architecture-16cl:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Walks through a lightweight, single-node ELK Stack deployment on Minikube.
    Demonstrates how to write custom Kubernetes manifests for dev/test verification
    of log aggregation pipelines.
  language: YAML
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - Log Management
  - Local Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/sagary2j: ELK Stack Deployment using MiniKube single node architecture'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://dev.to/saintdle/deploying-nvidia-gpu-enabled-tanzu-kubernetes-clusters-40ma:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed engineering walkthrough detailing the enablement of Nvidia
    GPU acceleration within guest Tanzu Kubernetes Grid (TKG) clusters on vSphere.
    Covers vGPU profiles, driver configuration, and assigning hardware-accelerated
    nodes to support AI/ML and deep learning workloads.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - AI & GPU Computing
  - VMware Tanzu
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/saintdle: Deploying Nvidia GPU enabled Tanzu Kubernetes Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://dev.to/samuelfaure/how-atomic-git-commits-dramatically-increased-my-productivity-and-will-increase-yours-too-4a84:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Advocates for atomic commits (limiting each commit to a single, self-contained
    change). Explains how this practice simplifies code reviews, speeds up automated
    testing, and makes rollbacks easier.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "dev.to: How atomic Git commits dramatically increased my productivity -
    and will increase yours too \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/scalyr/kubernetes-tutorial-learn-the-basics-and-get-started-5dgh:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A foundational guide tailored for developers new to orchestration systems,
    covering the core syntax and commands needed to deploy applications. It explores
    the relationship between Docker containers and Kubernetes Pods, explaining how
    Services route network traffic inside a cluster.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Training
  - Tutorial
  - Beginner
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Kubernetes Tutorial: Learn the Basics'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/scottshipp/series/15100:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An innovative developer series exploring the construction of a personalized
    knowledge-base built using Git repository version control and plain-text Markdown.
    Establishes the organizational structures needed to run rapid note-taking workflows
    with low operational overhead.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Documentation & Workflow
  - Knowledge Management
  - GitOps Docs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: An amazing note-taking system with Markdown and Git Series'' Articles'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://dev.to/semaphore/ci-cd-continuous-integration-delivery-explained-75l:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Deep dive into the operational differences between Continuous Integration,
    Continuous Delivery, and Continuous Deployment. Examines pipeline automation structures,
    feedback latency mitigation, and verification strategies to accelerate delivery.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: CI/CD Continuous Integration & Delivery Explained \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://dev.to/sergomz/construyendo-un-mvp-sin-base-de-datos-1i4k:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses practical architectural patterns to construct functional MVPs
    without incorporating an actual persistent database, using flat-files, local memory,
    or external SaaS instead. Explains how this architectural decoupling lowers initial
    operational complexity and lets developers focus on testing business logic.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Prototyping
  - Serverless
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Construyendo un MVP sin base de datos'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://dev.to/setevoy/apache-druid-overview-running-in-kubernetes-and-monitoring-with-prometheus-g5j:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed deployment blueprint explaining how to manage Apache Druid
    analytical clusters on Kubernetes. Explains cluster orchestration, deep storage
    configuration, and observability setups using Prometheus integrations.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Databases
  - OLAP
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Apache Druid: overview, running in Kubernetes and monitoring with
    Prometheus'
  addition_method: manual
  v2_locations:
  - databases.md
https://dev.to/shreyazz/javascript-objects-57ob:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Synthesized guide detailing JavaScript object fundamentals, highlighting
    prototype inheritance, property descriptors, and performance implications of dynamically
    typed structures.
  language: JavaScript
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Frontend Development
  - JavaScript Fundamentals
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: JavaScript Objects'
  addition_method: manual
  v2_locations:
  - javascript.md
https://dev.to/shreyazz/make-your-own-api-under-30-lines-of-code-4doh:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A minimal implementation guide showcasing how to build a fully functional
    REST API with Node.js and Express in under 30 lines of code. It is an excellent
    resource for rapid prototyping and understanding bare-bones HTTP routing configurations.
  language: JavaScript
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - API Architectures
  - REST
  - Implementation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "dev.to: Make your own API under 30 lines of code \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://dev.to/signoz/docker-101-introduction-to-docker-1kbm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introductory overview of container runtimes, explaining host engines,
    daemon processes, and Registry operations for beginning cloud engineers.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Docker 101: Introduction to Docker'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/solegaonkar/prevent-configuration-errors-in-kubernetes-30dn:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses linting tools (Kubeval, Conftest, Kyverno, Kube-score) that
    catch syntactic and semantic misconfigurations within CI/CD pipelines before deployment
    to live clusters.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Best Practices
  - Configuration Guardrails
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Prevent Configuration Errors in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/sourcegraph/15-developer-tools-to-make-you-super-productive-2g0a:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines fifteen specialized software developer tools, covering shell
    customization utilities, automated search engines, linting systems, and IDE extensions
    engineered to maximize coding velocity.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Developer Productivity
  - Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: 15 Developer Tools to Make You Super Productive'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://dev.to/sowmenappd/build-a-highly-available-node-js-application-using-docker-nginx-and-aws-elb-3cjp:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A detailed tutorial on architectural multi-tiering. Focuses on setting
    up a containerized Node.js application behind an NGINX reverse proxy, balanced
    globally by an AWS Elastic Load Balancer (ELB) for resilient target routing. (Live
    Grounding: Focuses on classic VM-to-container cloud architectures, forming a vital
    cognitive bridge before migrating entirely to Kubernetes Ingress/Gateway APIs).'
  language: JavaScript/Shell
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Load Balancing
  - High Availability
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to: Build a highly available Node.js application using Docker, NGINX
    and AWS ELB'
  addition_method: manual
  v2_locations:
  - demos.md
https://dev.to/spacelift/how-to-manage-terraform-with-github-actions-5b10:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Comprehensive architectural analysis of managing infrastructure configurations
    across complex organizations using GitHub Actions. Addresses complex matrix configurations,
    state safety, workspace locks, and automated environments alignment.
  language: YAML
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to/spacelift: How to Manage Terraform with GitHub Actions'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/spacelift/using-terraform-yaml-functions-3ade:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Demonstrates the architectural patterns unlocked by parsing decoupled
    configuration schemas utilizing YAML functions. Shows how to feed dynamic variable
    trees to modular interfaces, improving clean separations between system configurations
    and infrastructure-as-code files.
  language: HCL/YAML
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Syntax & Expressions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to/spacelift: Using Terraform YAML Functions'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/stack-labs/how-to-switch-container-runtime-in-a-kubernetes-cluster-1628:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed runtime operational guide detailing the sequence for draining
    nodes, modifying underlying daemon packages, and swapping CRI configurations on
    running live nodes to transition safely from legacy Dockershim to containerd.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - CRI Migration
  - Container Runtime Interface
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'dev.to: How to switch container runtime in a Kubernetes cluster'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/stack-labs/manage-your-secrets-in-git-with-sops-for-kubernetes-57me:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive operational guide on using Mozilla SOPS (Secrets Operations)
    inside GitOps loops. Demonstrates how to write symmetrically or asymmetrically
    encrypted secrets directly to Git, using keys managed by cloud KMS (AWS, GCP,
    Azure) or local PGP, allowing seamless decryption at deploy-time by operators
    like Flux or Argo CD.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - DevOps
  - GitOps Secrets
  - Mozilla SOPS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "dev.to: Manage your secrets in Git with SOPS for Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://dev.to/stack-labs/store-your-kubernetes-secrets-in-git-thanks-to-kubeseal-hello-sealedsecret-2i6h:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A step-by-step implementation guide for Bitnami's Sealed Secrets (kubeseal).
    Explains how asymmetric cryptography allows developers to safely commit encrypted
    secrets to public repositories, leaving cluster-side controllers to handle automated
    decryption.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - GitOps
  - Sealed Secrets
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "dev.to: Store your Kubernetes Secrets in Git thanks to Kubeseal. Hello SealedSecret!
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://dev.to/star_trooper/git-it-right-git-cheatsheet-4o0h:
  addition_method: manual
  content_hash: 2e3cf9db6d400122842164eb2b8fc3b5ee9e194d518aa9b1556d028e8fd6993e
  description: ''
  health_score: 100.0
  last_checked: 1779032103.830756
  stars: 0
  status: online
  title: "dev.to: Git it Right\U0001F525\U0001F525\U0001F680(Git CheatSheet) \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://dev.to/stefanprodan/a-gitops-recipe-for-progressive-delivery-2pa3:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A production-grade GitOps blueprint leveraging Flagger, Flux, and Istio
    to implement progressive canary deployments. Explores how continuous automated
    monitoring and Prometheus metrics validate rollouts and trigger instant rollbacks
    on error.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Progressive Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "dev.to: A GitOps recipe for Progressive Delivery with Istio \U0001F31F"
  addition_method: manual
  v2_locations:
  - istio.md
https://dev.to/swordheath/great-github-repositories-that-developers-love-1g97:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical list highlighting top open-source projects on GitHub that
    developers leverage for high-yield productivity. Analyzes repositories from educational
    courses to enterprise tooling frameworks.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Resource Collections
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Great GitHub repositories that developers love'
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://dev.to/t/kubernetes:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The Dev.to Kubernetes community tag hosts a high volume of community-contributed
    tutorials, troubleshooting steps, and configurations. While varyingly rigorous,
    it represents a vast, real-time repository of peer-to-peer troubleshooting and
    architectural experimentation.
  language: English
  resource_type: Community Forum
  complexity: Intermediate
  hierarchy:
  - Community & Learning
  - Developer Platforms
  - Community Feeds
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: dev.to/t/kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/tahsinature/get-lazy-with-lazygit-4h37:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces lazygit, a terminal-based UI tool. Highlights features like
    fast interactive staging, rapid conflict resolution, branch navigation, and interactive
    rebase management directly from the CLI.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - GUI Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Get lazy with lazygit'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/techworld_with_nana/how-i-learn-new-technologies-as-a-devops-engineer-without-being-overwhelmed--495e:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Nana Janashia outlines a robust, tactical blueprint for digesting complex
    technical architectures without developer fatigue. The approach advocates for
    understanding foundational problems (such as scheduling, state, and network proxying)
    before learning individual vendor CLIs. Live engineering validation in 2026 confirms
    this concept-first strategy as the most effective filter for surviving rapid platform
    technology churn.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps & SRE
  - Professional Development
  - Learning Methodologies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: How I learn new technologies as a DevOps Engineer (without being
    overwhelmed \U0001F44F) | TechWorld with Nana"
  addition_method: manual
  v2_locations:
  - devops.md
https://dev.to/techworld_with_nana/kubernetes-backup-restore-made-easy-2nlg:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A conceptual guide simplifying disaster recovery strategies for new
    administrators. Compares raw etcdctl database snapshots against enterprise, metadata-aware
    operator workflows like Velero.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Data Protection
  - Beginner Guides
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "dev.to: Kubernetes Backup & Restore made easy! \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://dev.to/techworld_with_nana/kubernetes-crash-course-for-absolute-beginners-35pc:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A quick-reading article detailing node boundaries, API requests, and
    standard cluster networking. Provides immediate mental models of container orchestration
    for engineering leads seeking a fast overview.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes
  - Quick Start
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Kubernetes Crash Course for Absolute Beginners'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://dev.to/techworld_with_nana/top-8-docker-best-practices-for-using-docker-in-production-1m39:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Presents eight engineering pillars for operating containers safely in
    dynamic environments. Features container read-only root filesystems, memory boundary
    controls, health check parameters, and logging architectures.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Containers
  - Production Operations
  - Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "dev.to: Top 8 Docker Best Practices for using Docker in Production \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/thecoollearner/getting-started-with-javascript-modules-2mkg:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Introduction to ECMAScript Modules (ESM) compared with CommonJS, mapping
    how modern bundlers resolve imports, tree-shake unused exports, and perform asynchronous
    code-splitting.
  language: JavaScript
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Frontend Development
  - JavaScript Fundamentals
  - Module Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Getting Started with JavaScript Modules'
  addition_method: manual
  v2_locations:
  - javascript.md
https://dev.to/theghostmac/understanding-and-crafting-http-middlewares-in-go-3183:
  addition_method: manual
  ai_summary: Walks through the mechanics of composing HTTP middlewares in Go using
    standard library handlers. Covers routing interceptors, logging, and CORS negotiation
    patterns.
  complexity: Intermediate
  content_hash: 5ba7776199940a218b489ca17a406e5fb71cb22f8dc6cebdbae6a93ef154b016
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - API Design
  is_microservice: true
  language: en
  last_checked: 1779034431.474632
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'dev.to: Understanding and Crafting HTTP Middlewares in Go'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://dev.to/thegroo/running-kafka-on-kubernetes-for-local-development-2a54:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical walk-through explaining how to spin up a lightweight, local
    development Kafka deployment inside a desktop Kubernetes cluster (like Minikube
    or Kind) using pre-packaged Helm charts.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Running Kafka on kubernetes for local development'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://dev.to/thenjdevopsguy/aks-vs-eks-vs-gke-2459:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Pragmatic, direct comparison evaluating deployment pipelines, networking
    models, pricing tiers, and tooling integrations across Azure, AWS, and GCP managed
    offerings.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Managed Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/thenjdevopsguy: AKS vs EKS vs GKE'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://dev.to/thenjdevopsguy/ci-with-datree-4h8d:
  description: ''
  addition_method: manual
  content_hash: b92ac38dba2a8eb9c57ac0d73ccba3f103a6d8eec50bb8cfabc2bd626905c1a2
  health_score: 100.0
  last_checked: 1779032800.069627
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: This tutorial provides a walkthrough for integrating Datree into active
    Continuous Integration (CI) workflows to enforce schema validation and policy
    enforcement. It details how to prevent misconfigured Kubernetes manifests from
    entering cluster state.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Security & Hardening
  - Policy Enforcement
  - Educational Material
  is_microservice: false
  title: 'dev.to: CI With Datree'
https://dev.to/thenjdevopsguy/creating-a-custom-resource-definition-in-kubernetes-2k7o:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical walk-through detailing how to construct and deploy Custom
    Resource Definitions. Explores API versioning schema fields, spec declarations,
    and the foundational design of corresponding controller reconciliation loops.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Extending Kubernetes
  - Custom Resources
  - Tutorial
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Creating a Custom Resource Definition In Kubernetes | Michael Levan'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/thenjdevopsguy/creating-your-platform-engineering-environment-4hpa:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Practical developer guide explaining how to spin up a local platform
    engineering sandbox. Uses lightweight Kubernetes distributions (Kind/K3d), Helm,
    and basic monitoring tools to simulate enterprise-grade IDP architectures on a
    local development workstation.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Local Environment
  - Hands-on
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/thenjdevopsguy: Create and Understand Your Platform Engineering Environment'
  addition_method: manual
  v2_locations:
  - devops.md
https://dev.to/thenjdevopsguy/devops-vs-sre-what-s-the-difference-560d:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents a clear conceptual division between DevOps and SRE. Articulates
    the common industry saying 'SRE implements DevOps' by demonstrating how SRE tools
    like SLOs and error budgets concretely measure DevOps goals.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Operations
  - SRE vs DevOps
  - Conceptual Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: DevOps vs SRE: What''s The Difference?'
  addition_method: manual
  v2_locations:
  - sre.md
https://dev.to/thenjdevopsguy/getting-started-with-go-golang-5eh8:
  addition_method: manual
  ai_summary: Provides DevOps engineers with an approachable blueprint to learn Go.
    Teaches syntax foundations, environmental variable setups, and building basic
    utility CLIs.
  complexity: Beginner
  content_hash: 9a512d7020b8be6c8320a31c2406d46cba908c334e89e8ab26620bd80d93445c
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Core Reference
  is_microservice: false
  language: en
  last_checked: 1779033510.970419
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'dev.to: Getting Started With Go (golang) | Michael Levan'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://dev.to/thenjdevopsguy/getting-started-with-skaffold-5120:
  addition_method: manual
  content_hash: 877041b4c9903408da304f2389882c1c25e5a451e116f07b2c2c9acdf9ec2643
  description: ''
  health_score: 100.0
  last_checked: 1779033428.292843
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to: Getting Started With Skaffold'
  v1_locations:
  - docs/scaffolding.md
  year: N/A
https://dev.to/thenjdevopsguy/impacts-of-not-setting-requests-limits-and-quotas-5f4b:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Analyzes the severe operational risks of running clusters without resource
    parameters.

    - Outlines ''noisy neighbor'' scenarios where single containers starve entire
    nodes.

    - Advocates for strict validation rules via admission controllers.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Policy & Governance
  - Operational Risks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Impacts Of Not Setting Requests, Limits, and Quotas | Michael Levan'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/thenjdevopsguy/implementing-datadog-for-kubernetes-586e:
  addition_method: manual
  content_hash: 09afe97df7d65304d7c4b2d2af24d66c13d3c4b4b158a17633cb98c91681803a
  description: ''
  health_score: 100.0
  last_checked: 1779033424.438798
  needs_ai_refresh: true
  stars: 0
  title: 'dev.to/thenjdevopsguy: Implementing Datadog For Kubernetes'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://dev.to/thenjdevopsguy/linkerd-and-gitops-115a:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Practical workflow for managing Linkerd configurations via GitOps pipelines.
    Covers automating mTLS trust setups and updating control planes with continuous
    reconciliation tools.
  language: None
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Linkerd
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: Linkerd and GitOps'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://dev.to/thenjdevopsguy/monitoring-aks-with-prometheus-and-grafana-9o8:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A hands-on manual demonstrating the setup of Prometheus and Grafana
    on AKS using Helm charts. Details the construction of monitoring pipelines, collection
    of custom performance metrics, and configuration of alert conditions.
  language: YAML/Helm
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Operations & Troubleshooting
  - Observability
  - Prometheus & Grafana
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to/thenjdevopsguy: Monitoring AKS With Prometheus and Grafana \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://dev.to/thenjdevopsguy/platform-engineering-on-kubernetes-part-4-internal-developer-platforms-1kmh:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Part four of a structured tutorial series on building an Internal Developer
    Platform (IDP) natively on Kubernetes. Explores how to piece together open-source
    controllers, ingress resources, and catalog systems to provide developers with
    simple deployment schemas.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Kubernetes
  - IDP Implementation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/thenjdevopsguy: Platform Engineering On Kubernetes Part 4: Internal
    Developer Platforms'
  addition_method: manual
  v2_locations:
  - devops.md
https://dev.to/thenjdevopsguy/securing-kubernetes-pods-for-production-workloads-51oh:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Focuses on runtime container hardening for critical production clusters.
    Provides examples of setting up restricted securityContext parameters, dropping
    raw Linux capabilities, and activating seccomp profiles. Ensures configurations
    restrict exploitation should container escape vulnerabilities emerge.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Cluster Hardening
  - Pod Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/thenjdevopsguy: Securing Kubernetes Pods For Production Workloads'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://dev.to/thenjdevopsguy/the-4-cs-of-kubernetes-security-3i9e:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates enterprise patterns for integrating Kubernetes Role-Based
    Access Control (RBAC) with corporate directory systems (OIDC, Active Directory).
    Examines tools like Dex to implement single sign-on (SSO) strategies across multi-cluster
    environments. Essential reading for cluster operations scaling across departments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - IAM
  - Authentication & Authorization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/thenjdevopsguy: The 4 C’s Of Kubernetes Security'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://dev.to/thenjdevopsguy/what-is-a-kubernetes-operator-53kb:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A fundamental introduction analyzing the architecture and patterns behind
    Kubernetes Operators. Demystifies the reconciliation engine, custom resources,
    and control loops to teach how human runbooks can be systematically automated
    in software.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Extensibility & Development
  - Controller Architecture
  - Conceptual Overviews
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/thenjdevopsguy: What Is A Kubernetes Operator?'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://dev.to/thenjdevopsguy/what-is-platform-engineering-and-what-is-it-not-2jb8:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Clarifies the core definition of Platform Engineering by highlighting
    key industry anti-patterns. Emphasizes that simply renaming a DevOps team to a
    Platform team without introducing product-centric paradigms and developer self-service
    fails to yield the desired operational efficiencies.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Definitions
  - Anti-patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/thenjdevopsguy: What Is Platform Engineering (And What Is It Not?)'
  addition_method: manual
  v2_locations:
  - devops.md
https://dev.to/thenjdevopsguy/what-problem-is-kubernetes-actually-trying-to-solve-3g1n:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Unpacks the historical operational challenges that led to the creation
    of Kubernetes. Evaluates how it resolves complex issues like server resource under-utilization,
    environment drifts, and manual application health tracking.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Problem Solving
  - Architecture Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: What Problem Is Kubernetes Actually Trying To Solve? \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/thenjdevopsguy/what-you-need-to-break-into-devops-and-sre-3fp5:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A foundational roadmap detailing the core operating system, networking,
    programming, and configuration management capabilities required to break into
    modern DevOps and SRE roles.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Careers
  - DevOps & SRE
  - Skills Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: What You Need to Break into DevOps and SRE'
  addition_method: manual
  v2_locations:
  - sre.md
https://dev.to/thenomadevel/top-5-best-git-extensions-for-vs-code-you-must-have-40b6:
  description: ''
  addition_method: manual
  content_hash: 485bc4b3db6c4b87ff13d6acf007a4fd2c2ef6c479157130084738ecf68aa95d
  health_score: 100.0
  last_checked: 1779030000.189335
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Evaluates the top 5 essential Git extensions for VS Code, helping developers
    transition from command line to rich visual git workflows.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Collaboration
  - Version Control
  - VS Code Tooling
  is_microservice: false
  title: 'dev.to: Top 5 Best Git Extensions For VS Code (You must have)'
https://dev.to/this-is-learning/a-better-way-to-code-documentation-driven-development-1kem:
  addition_method: manual
  content_hash: 8a9b8e2ef0c8fe600aa38789739aa41496672fab29e57a23082395a776d77243
  description: ''
  health_score: 100.0
  last_checked: 1779029225.510012
  stars: 0
  status: online
  title: 'dev.to: A Better Way To Code: Documentation Driven Development'
  v1_locations:
  - docs/devel-sites.md
  year: N/A
https://dev.to/this-is-learning/the-awesome-side-of-github-awesome-lists-2a5h:
  addition_method: manual
  content_hash: f373cb8bcba316947e8b0a23e7128168e4bbe014c9fbd523189bd2fd3ea0f2b5
  description: ''
  health_score: 100.0
  last_checked: 1779034501.6072
  stars: 0
  title: 'dev.to: The Awesome Side of GitHub - Awesome Lists | Leonardo Montini'
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
https://dev.to/this-is-learning/visual-studio-code-tips-tricks-command-palette-and-its-friends-2bhi:
  addition_method: manual
  content_hash: 5ab14f417b2138039edfcacf3d2bab52b1082060b9a9e3922c289e09cde8a267
  description: ''
  health_score: 100.0
  last_checked: 1779030299.724193
  stars: 0
  status: online
  title: 'dev.to: Visual Studio Code - Tips & Tricks - Command Palette and its friends'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://dev.to/this-is-learning/visual-studio-code-tips-tricks-snippets-5041:
  addition_method: manual
  content_hash: dc132c265e6d4121cf717908f1de239b08c0189f6be0f135b758f9d5f23eb95e
  description: ''
  health_score: 100.0
  last_checked: 1779031827.16967
  stars: 0
  status: online
  title: 'dev.to/this-is-learning: Visual Studio Code - Tips & Tricks - Snippets'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://dev.to/tiangolo/https-for-developers-1774:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Written by the creator of FastAPI, this comprehensive guide explains
    HTTPS implementation details for application developers, covering Let's Encrypt
    certificates, reverse proxies, and local development setups. Decouples complex
    infrastructure definitions from local workflows to ensure production-grade security
    defaults during local testing.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Security
  - Networking Protocols
  - Local Development Environments
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "dev.to: HTTPS for Developers \U0001F31F"
  addition_method: manual
  v2_locations:
  - developerportals.md
https://dev.to/timtsoitt/argo-cd-and-sealed-secrets-is-a-perfect-match-1dbf:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Illustrates the architecture of deploying Bitnami Sealed Secrets alongside
    ArgoCD. Solves the core GitOps paradox by allowing users to safely commit encrypted
    secrets to Git, which are then decrypted inside the cluster by the controller.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Secret Management
  - Sealed Secrets
  - ArgoCD
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Argo CD and Sealed Secrets is a perfect match'
  addition_method: manual
  v2_locations:
  - argo.md
https://dev.to/timtsoitt/one-technique-to-save-your-aws-eks-ip-addresses-10x-2ocn:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highlights optimization tips for saving IP configurations on AWS EKS
    nodes. Describes how prefix delegation settings on the VPC CNI plug-in reduce
    IP wastage on EC2 network cards, avoiding standard subnet depletion issues.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Scale Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: One technique to save your AWS EKS IP addresses 10x'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://dev.to/tmchuynh/vscode-extensions-im-in-love-with-oab:
  description: ''
  addition_method: manual
  content_hash: 65decd757a05a334d4b88897f0d284f0d714a06c3bfa98e71e9bbc8784536e4b
  health_score: 100.0
  last_checked: 1779033360.015766
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: A personal review of custom VS Code plugins that accelerate individual
    development loops, highlighting tools for formatting, CSS generation, and dynamic
    file tagging inside the IDE window.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: 'dev.to: VSCode Extensions I''m in LOVE with | Tina Huynh'
https://dev.to/tngeene/when-are-microservices-appropriate-g2n:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: While microservices offer unparalleled scaling and organizational autonomy,
    they introduce significant operational overhead and complexity. This framework
    provides clear criteria for evaluating when to decompose a monolithic architecture,
    focusing on team size, system complexity, and independent scaling needs. Successful
    execution relies on aligning microservices deployment with organizational structure
    and business capability boundaries.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Microservices
  - Decision Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: When are microservices appropriate?'
  addition_method: manual
  v2_locations:
  - faq.md
https://dev.to/treva123mutebi/getting-started-with-go-lang-1g0:
  addition_method: manual
  ai_summary: A basic introduction to the Go environment setup, variables, syntax,
    and package structures. Ideal for developers getting started with the language
    runtime.
  complexity: Beginner
  content_hash: bd0489e956cb8f4264b8c69ea279d1bb64d907c5d857e9b828efa4fa269084cb
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Core Reference
  is_microservice: false
  language: en
  last_checked: 1779030018.849669
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'dev.to: Getting started with Go-Lang'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://dev.to/tutorialboy/a-detailed-brief-about-offence-and-defence-on-cloud-security-etcd-risks-4h02:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores security vectors targeting unauthenticated etcd endpoints.
    Analyzes potential attack paths leading to full cluster takeover and offers defensive
    practices, including strict network policies and RBAC configurations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Infrastructure Security
  - etcd Vulnerabilities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: A Detailed Brief About Offence and Defence on Cloud Security - Etcd
    Risks'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/tutorialboy/a-detailed-talk-about-k8s-cluster-security-from-the-perspective-of-attackers-part-1-3mm5:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides an attacker's perspective on Kubernetes deployment flaws. Explores
    breakout methodologies, privilege escalation via over-permissioned service accounts,
    and API Server compromise scenarios, illustrating defensive configurations required
    to counter threats.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Threat Modeling
  - Penetration Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: A Detailed Talk about K8S Cluster Security from the Perspective
    of Attackers (Part 1)'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://dev.to/tylerlwsmith/one-does-not-just-containerize-an-app-5eae:
  description: "- The Docker ecosystem is filled with leaky abstractions. The utopian
    vision of Docker containers is a world where a developer can grab a base container
    for a language, copy in their code with a minimal Dockerfile, and be ready to
    develop and deploy instantly.\n    - Unfortunately, this landscape is filled with
    per-language gotchas that make this world a far cry from reality. Here are some
    of the wonky things I've run into when working with containers."
  year: '2021'
  stars: 0
  ai_summary: Discusses standard leaky abstractions in container builds. Explores
    language-specific issues, file system ownership problems, and environment differences
    that disrupt simple containerization.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Containers & Orchestration
  - Image Engineering
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: One does not "just containerize" an app'
  addition_method: manual
  v2_locations:
  - docker.md
https://dev.to/typeable/when-it-pays-to-choose-microservices-12h5:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Establishes a rigorous decision framework for migrating from monolithic
    systems to microservices, balancing organization size, domain boundaries, and
    cognitive load. The synthesis emphasizes that microservices should only be selected
    when parallel development velocity and independent horizontal scaling justify
    the added network complexity.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Microservices & Distributed Systems
  - Architecture Patterns
  - Decision Matrix
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "dev.to: When it Pays to Choose Microservices \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://dev.to/unfor19/writing-bash-scripts-like-a-pro-part-1-styling-guide-4bin:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: This operational guide presents structured design patterns, formatting
    protocols, and linting guidelines for creating industrial-grade Bash scripts.
    It prioritizes codebase legibility and predictive execution paths. Live Grounding
    emphasizes its synergy with contemporary static analysis tools to maintain complex
    configuration scripts.
  language: Bash
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Writing Bash Scripts Like A Pro - Part 1 - Styling Guide'
  addition_method: manual
  v2_locations:
  - linux.md
https://dev.to/urstrulyvishwak/convert-nested-json-to-simple-json-in-javascript-4a34:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A hands-on guide outlining recursion algorithms to flatten complex nested
    JSON trees into simple key-value payloads. Useful for preprocessing high-dimensional
    data before loading it into tabular systems or relational engines.
  language: JavaScript
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Performance & Parsing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Convert nested JSON to simple JSON in Javascript'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://dev.to/valeriavg/master-git-in-7-minutes-gai:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A quick-reference guide summarizing standard Git commands. Provides
    a fast, syntax-focused cheat sheet covering clone, checkout, pull, merge, and
    remote branch tracking.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "dev.to: Master Git in 7 minutes \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/varbsan/a-simplified-convention-for-naming-branches-and-commits-in-git-il4:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Proposes highly uniform namespace conventions for branches (e.g., feat/,
    fix/, chore/) and commits. Aligning team styles improves workspace transparency,
    simplifies DevOps build matching filters, and enables seamless automation integration.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Version Control
  - Collaborative Workflows
  - Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to/varbsan: A Simplified Convention for Naming Branches and Commits
    in Git'
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/verifacrew/how-to-assume-an-aws-iam-role-from-a-service-account-in-eks-with-terraform-28gd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Walks through implementing AWS IAM Roles for Service Accounts (IRSA)
    inside EKS using Terraform configuration templates. Explains federated identity
    mapping via OpenID Connect (OIDC) to enable native Kubernetes service accounts
    to assume precise IAM roles. This guide enforces the Principle of Least Privilege
    for pod execution environments.
  language: HCL
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - AWS
  - EKS
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'dev.to/verifacrew: How to assume an AWS IAM role from a Service Account
    in EKS with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/vikcodes/yq-a-command-line-tool-that-will-help-you-handle-your-yaml-resources-better-8j9:
  description: "- [towardsdatascience.com: yq: Mastering YAML Processing in Command
    Line \U0001F31F](https://towardsdatascience.com/yq-mastering-yaml-processing-in-command-line-e1ff5ebc0823)
    Learn to parse and manipulate YAML files more efficiently using yq command-line
    utility and this simple cheat sheet\n    - [betterprogramming.pub: My Cheatsheet
    for the “yq” Tool](https://betterprogramming.pub/my-yq-cheatsheet-34f2b672ee58)
    Parsing Kubernetes YAML with yq. `yq` is a convenient tool for creating, updating
    and mangling Kubernetes YAML files. how to use it as well as some practical tips
    and tricks."
  year: '2021'
  stars: 4
  ai_summary: A step-by-step tutorial and cheat sheet showcasing how to query, patch,
    and restructure complex YAML configurations using the yq command-line tool. It
    details common filtering syntax and show developers how to use it for editing
    Kubernetes objects programmatically.
  language: N/A
  resource_type: article
  complexity: intermediate
  hierarchy:
  - Configuration Management
  - YAML Processing
  - CLI Tools
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "dev.to: yq : A command line tool that will help you handle your YAML resources
    better \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://dev.to/vikrantnegi/become-a-vs-code-ninja-with-these-extensions-and-tools-2020-1119:
  addition_method: manual
  content_hash: 0edc80316bb0e60b7696d00837a97c7dfd520625e99841fa4857e5dd448c0c09
  health_score: 100.0
  last_checked: 1779033071.79397
  needs_ai_refresh: true
  v1_locations:
  - docs/visual-studio.md
https://dev.to/vinod827/scale-your-apps-using-keda-in-kubernetes-4i3h:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Step-by-step tutorial on scaling microservices in a Kubernetes cluster
    using KEDA. Includes manifests and structural explanations for deploying ScaledObjects
    with popular triggers like RabbitMQ and Azure Service Bus.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Event-Driven Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to/vinod827: Scale your apps using KEDA in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://dev.to/vivekanandrapaka/access-secrets-from-akv-using-managed-identities-for-aks-91p:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Shows how to retrieve and access secrets securely within AKS workloads
    using Managed Identities and Azure Key Vault CSI Provider. Avoids persisting plaintext
    credentials in cluster definitions, mounting secrets as secure volumes instead.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - Access & Identity
  - Azure Key Vault
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "dev.to: Access Secrets in AKV using Managed identities for AKS \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://dev.to/vromanov/kubernetes-services-1bj:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A straightforward overview of Kubernetes services. Clarifies endpoint
    selectors and highlights how the API dynamically registers and routes traffic
    to changing pod IP pools.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Networking
  - Services
  - Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "dev.to/vromanov: Kubernetes Services \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dev.to/why_and_how/top-3-sites-for-programmers-4bmc:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines top interactive websites and platforms for software developers
    to hone programming logic, learn syntax, and prepare for architectural coding
    interviews.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Developer Productivity
  - Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dev.to: Top 3 sites for programmers'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://dev.to/wiggitywhitney/9-waa-w-what-is-knative-serving-a-friendly-guide-28f6:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A conceptual guide to Knative Serving. Demystifies auto-scaling down
    to zero, request routing, and revision management, explaining serverless application
    delivery on Kubernetes in simple terms.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Serverless & Knative
  - Serverless Frameworks
  - Knative Serving
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: What is Knative Serving? A Friendly Guide'
  addition_method: manual
  v2_locations:
  - demos.md
https://dev.to/wkrzywiec/automating-quality-checks-for-kubernetes-yamls-398:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A detailed technical guide demonstrating how to integrate automated
    quality controls for Kubernetes manifests within build pipelines. It explains
    how to combine linters and security checks to validate configurations before they
    are deployed.
  language: N/A
  resource_type: article
  complexity: intermediate
  hierarchy:
  - Cloud Native Operations
  - Kubernetes
  - Policy Enforcement
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'dev.to: Automating quality checks for Kubernetes YAMLs'
  addition_method: manual
  v2_locations:
  - yaml.md
  - kubernetes-tools.md
  is_special: true
https://dev.to/yenyih/10-useful-git-tips-to-improve-your-workflow-kf1:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Practical advice on commands like `git bisect`, branch pruning, stash
    configurations, and visual history logs. Boosts day-to-day command-line productivity.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "dev.to: 10 useful Git tips to improve your workflow \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://dev.to/yet_anotherdev/aws-rds-scaling-postgres-30ic:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A hands-on guide focusing on terraforming AWS RDS PostgreSQL instances
    for performance scaling. Covers configuring custom parameter groups, enabling
    storage autoscaling, and managing failovers safely.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dev.to: Terraforming AWS RDS : Scaling Postgres'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dev.to/yugabyte/rest-data-service-on-yugabytedb-postgresql-5f2h:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed walk-through demonstrating how to configure and deploy a
    high-throughput REST data microservice backed by YugabyteDB's PostgreSQL-compatible
    distributed SQL core. Bridges database replication and horizontally scalable API
    development patterns.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Databases
  - Distributed SQL
  - APIs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dev.to: REST Data Service on YugabyteDB / PostgreSQL'
  addition_method: manual
  v2_locations:
  - databases.md
https://dev.to/zenika/eks-10-tips-to-reduce-the-bill-up-to-90-on-aws-managed-kubernetes-clusters-epe:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: Provides ten advanced tips to reduce Amazon EKS costs by up to 90%.
    Focuses on deploying the Karpenter autoscaler, using AWS Graviton instances, rightsizing
    pod resources, and setting up automated dev-environment shutdown policies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - FinOps & Cloud Cost
  - AWS Optimization
  - EKS Cost Reduction
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'dev.to: FinOps EKS: 10 tips to reduce the bill up to 90% on AWS managed
    Kubernetes clusters'
  addition_method: manual
  v2_locations:
  - finops.md
https://dev.to/zinox9/git-github-cheatsheet-22ok:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: 'Curator Insight: A practical, daily-use cheat sheet grouping Git and
    GitHub actions into actionable categories. Live Grounding: Highly recommended
    for quick reference during common workflow disruptions; covers git remote synchronization,
    basic branch hygiene, and authentication steps using personal access tokens (PATs).'
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dev.to: Git & Github Cheatsheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://devblogs.microsoft.com/azure-sdk/announcing-azure-mcp-server-2-0-stable-release:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Details the stable release of Azure MCP (Model Context Protocol) Server
    2.0, enabling secure, self-hosted agentic automation workflows. It provides architectural
    patterns for running local AI agents with direct, API-driven access to Azure resource
    management, optimizing operational automation via language model integrations.
  language: TypeScript
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Automation
  - Agentic Systems
  - MCP Server
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Announcing Azure MCP Server 2.0 Stable Release for Self-Hosted Agentic Cloud
    Automation
  addition_method: manual
  v2_locations:
  - devops.md
  - azure.md
  - ai-agents-mcp.md
https://devblogs.microsoft.com/azure-sql/devops-for-azure-sql:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Practical DevOps pipeline patterns for Azure SQL. Outlines dynamic deployment
    workflows using GitHub Actions and Azure DevOps to coordinate declarative state
    synchronizations matching app changes.
  language: Conceptual
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Databases
  - SQL Server
  - DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "devblogs.microsoft.com: DevOps for Azure SQL \U0001F31F"
  addition_method: manual
  v2_locations:
  - databases.md
https://devblogs.microsoft.com/commandline/distro-installation-added-to-wsl-install-in-windows-10-insiders-preview-build-20246:
  description: ''
  addition_method: manual
  content_hash: 0622911970038098d3e082d9ce4bb88f89843ac888bf742558e803de3c994046
  health_score: 100.0
  last_checked: 1779032483.506513
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2020'
  ai_summary: This release overview highlights improvements to the `wsl --install`
    process in Windows Insider Build 20246, enabling customized distribution selection
    during initialization. These upgrades allow teams to script automated workspace
    setup processes without manual user interaction. This automated workflow is essential
    for building reproducible local development environments via code.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Windows Subsystem for Linux
  - WSL Installation
  is_microservice: false
  title: Distro installation added to WSL --install in Windows 10 insiders preview
    build 20246
? https://devblogs.microsoft.com/commandline/take-your-linux-development-experience-in-windows-to-the-next-level-with-wsl-and-visual-studio-code-remote
: description: ''
  addition_method: manual
  content_hash: 4e705b8a34861a0a3025c6cb3ee902560a62da6d9004014d3a426e22aebdec2d
  health_score: 100.0
  last_checked: 1779031494.546381
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2019'
  ai_summary: This technical article describes the VS Code Remote-WSL architecture,
    which decouples the user interface from the backend runtime. By running VS Code
    extensions directly within WSL, it eliminates cross-OS filesystem execution overhead
    and path translation errors. This setup has become the industry benchmark for
    compiling, testing, and debugging Linux-targeted applications on Windows systems.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Windows Subsystem for Linux
  - VS Code Integration
  is_microservice: false
  title: Take your Linux development experience in Windows to the next level with
    WSL and Visual Studio Code Remote
https://devblogs.microsoft.com/commandline/windows-terminal-1-0:
  description: ''
  addition_method: manual
  content_hash: 046f04a4f9e9d395321d3cbdee8839a5d4924afa1310554f9a37a50e2ec10214
  health_score: 100.0
  last_checked: 1779030610.730696
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2020'
  ai_summary: The GA release announcement for Windows Terminal 1.0, detailing its
    high-performance, GPU-accelerated rendering engine and multiple tab architecture.
    It enables seamless management of PowerShell, Command Prompt, and multiple WSL
    instances simultaneously. This application has become the industry standard interface
    for engineers executing cloud-native tooling on Windows machines.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Windows Subsystem for Linux
  - Terminal Emulators
  is_microservice: false
  title: Windows Terminal 1.0
https://devblogs.microsoft.com/devops/azure-devops-demo-generator-is-now-open-source:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Announcement highlighting the open-sourcing of the Azure DevOps Demo
    Generator engine. Allows infrastructure teams to package, distribute, and automatically
    spin up fully populated Azure DevOps project spaces.
  language: C#
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & CI/CD
  - Azure DevOps
  - Infrastructure Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Azure DevOps Demo Generator is now open source
  addition_method: manual
  v2_locations:
  - demos.md
https://devblogs.microsoft.com/devops/azure-devops-mcp-server-public-preview:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official Microsoft announcement outlining the preview release of the
    Azure DevOps MCP Server. Details how developer agents leverage safe API contexts
    to build and deploy complex assets.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - AI & Automation
  - Model Context Protocol
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Azure DevOps MCP Server Public Preview
  addition_method: manual
  v2_locations:
  - ai.md
  - azure.md
https://devblogs.microsoft.com/devops/controlling-release-pipelines-with-gates-and-azure-policy-compliance:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep technical look into establishing policy-driven release criteria.
    Explores how to query Azure Policy health before authorizing multi-stage production
    promotions, establishing guardrails against configuration drifts.
  language: None
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - CI/CD Pipelines
  - Security & Compliance
  - Release Gates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devblogs.microsoft.com: Controlling Release Pipelines with Gates and Azure
    Policy Compliance \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://devblogs.microsoft.com/devops/devops-dojo-culture-and-mindset:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Outlines Microsoft''s ''DevOps Dojo'' approach to
    scaling high-performance dev cultures. Live Grounding: Demonstrates how continuous
    improvement, growth mindset training, and blameless post-mortems elevate enterprise
    cloud deployments.'
  language: en
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - DevOps & Platforms
  - Methodology
  - Team Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devblogs.microsoft.com: DevOps Dojo – Culture and Mindset'
  addition_method: manual
  v2_locations:
  - devops.md
https://devblogs.microsoft.com/devops/introduction-to-azure-devops-workload-identity-federation-oidc-with-terraform:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A comprehensive guide on configuring passwordless, secure OIDC authentication
    between Azure DevOps pipelines and Azure using Terraform. Eliminates the need
    for managing long-lived secrets, enhancing enterprise-grade compliance and security
    posture.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Security
  - Workload Identity
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'devblogs.microsoft.com/devops: Introduction to Azure DevOps Workload identity
    federation (OIDC) with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://devblogs.microsoft.com/devops/monitoring-azure-by-using-grafana-dashboards:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical guide on visualizing Azure metrics using native Azure Monitor
    integrations and Azure Managed Grafana. Explores cross-tenant security and centralized
    dashboard architectures in public cloud environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Cloud Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devblogs.microsoft.com:Monitoring Azure by using Grafana dashboards \U0001F31F"
  addition_method: manual
  v2_locations:
  - grafana.md
https://devblogs.microsoft.com/devops/release-flow-how-we-do-branching-on-the-vsts-team:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A deep technical analysis of Microsoft's 'Release Flow' branching model,
    developed to manage the Azure DevOps/VSTS codebase. The model focuses on short-lived
    topic branches that target `main`, and uses cherry-picked hotfixes and isolated
    release branches to protect and maintain trunk stability.
  language: Markdown
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devblogs.microsoft.com: Release Flow: How We Do Branching on the VSTS Team'
  addition_method: manual
  v2_locations:
  - git.md
https://devblogs.microsoft.com/devops/update-to-ado-allowed-ip-addresses:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official update outlining changes in public IP routing paths for Azure
    DevOps hosted agents. Crucial information for maintaining zero-trust firewall
    configurations.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Security
  - Network Access Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Update to Azure DevOps Allowed IP Addresses
  addition_method: manual
  v2_locations:
  - devops.md
  - azure.md
https://devblogs.microsoft.com/devops/what-is-infrastructure-as-code:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Microsoft's foundational overview defining Infrastructure as Code (IaC)
    principles. Highlights benefits like traceability, scalability, consistent environments,
    and accelerated delivery lifecycles, establishing a baseline paradigm for DevOps
    practices.
  language: English
  resource_type: Introductory Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devblogs.microsoft.com: What is infrastructure as code? \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://devblogs.microsoft.com/dotnet/announcing-rate-limiting-for-dotnet:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Introduces native, built-in rate-limiting middleware for ASP.NET Core.
    Explores implementing Token Bucket, Fixed Window, and Concurrency algorithms directly
    within modern APIs to safeguard microservices from traffic overloads.
  language: C#
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Development
  - .NET Framework
  - API Security
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'devblogs.microsoft.com: Announcing Rate Limiting for .NET'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://devblogs.microsoft.com/dotnet/devops-for-dotnet-maui:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines continuous integration and continuous delivery patterns configured
    specifically for .NET MAUI multi-platform client applications. Walks through pipeline
    configuration across iOS, Android, and desktop build targets using GitHub Actions
    and Azure Pipelines.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Software Architecture & .NET Development
  - Client Technologies
  - CI/CD & DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devblogs.microsoft.com: Getting Started with DevOps and .NET MAUI'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://devblogs.microsoft.com/dotnet/dotnet-loves-github-actions:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the deeply integrated continuous delivery paths between the
    .NET ecosystem and GitHub Actions. Details official templates designed to compile,
    containerize, and deploy complex modern .NET microservices. Focuses on security
    key storage configurations and pipeline telemetry visualization.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Dotnet Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devblogs.microsoft.com: .NET \U0001F49C GitHub Actions"
  addition_method: manual
  v2_locations:
  - git.md
https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skills:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Examines methods for extending autonomous AI coding agents with direct
    .NET skill injection. Uses Semantic Kernel to build tools enabling LLMs to execute
    C# compilations, format files, and interact natively with code bases.
  language: C#
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Software Architecture & .NET Development
  - Artificial Intelligence
  - Agent Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Extend your coding agent with .NET Skills
  addition_method: manual
  v2_locations:
  - ai.md
  - developerportals.md
https://devblogs.microsoft.com/dotnet/introducing-compatible-frameworks-on-nuget-org:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details framework compatibility structures implemented by NuGet.org,
    facilitating cross-platform library discovery. Explains target framework resolution
    paradigms mapping dependencies across .NET Standard, .NET Core, and legacy frameworks.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Software Architecture & .NET Development
  - Package Management
  - NuGet Specification
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'devblogs.microsoft.com: Introducing Compatible Packages on NuGet.org'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://devblogs.microsoft.com/engineering-at-microsoft/you-cant-have-security-for-devops-until-you-have-devops-for-security:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A case-study overview of Microsoft's internal culture shift to apply
    agile development practices directly to platform security engineering. Focuses
    on replacing traditional static governance gates with programmatic tooling, infrastructure
    APIs, and automated policy delivery.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - Organizational Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devblogs.microsoft.com: You can’t have security for DevOps until you have
    DevOps for security'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devblogs.microsoft.com/java/deploy-spring-boot-applications-by-leveraging-enterprise-best-practices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive reference architecture for deploying enterprise Spring
    Boot workloads on Azure Spring Cloud (rebranded as Azure Spring Apps). Incorporates
    security benchmarks including hub-and-spoke virtual network isolation, private
    endpoints, and centralized configuration profiles. Curated best practices align
    Java microservice design patterns with enterprise cloud governance.
  language: English
  resource_type: Reference Architecture
  complexity: Advanced
  hierarchy:
  - Architecture & Microservices
  - Spring Cloud
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devblogs.microsoft.com: Deploy Spring Boot applications by leveraging enterprise
    best practices – Azure Spring Cloud Reference Architecture'
  addition_method: manual
  v2_locations:
  - azure.md
https://devblogs.microsoft.com/nuget/introducing-compatible-frameworks-on-nuget-org:
  addition_method: manual
  content_hash: 1c3b848cc78c7d698563667cd8d07008b0131249d15fb3ad98deadf3419712c9
  description: ''
  health_score: 100.0
  last_checked: 1779033218.125907
  stars: 0
  status: online
  title: 'devblogs.microsoft.com: Introducing Compatible Packages on NuGet.org'
  v1_locations:
  - docs/dotnet.md
  year: N/A
https://devblogs.microsoft.com/powershell-community:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A collaborative hub hosting blogs, community calls, and development
    updates regarding the open-source PowerShell runtime. It highlights community
    contributions, RFC developments, and scripting best-practices. This dynamic ecosystem
    accelerates PowerShell's maturity, steering the command-line engine to meet cross-platform
    enterprise automation demands.
  language: PowerShell
  resource_type: Community Portal
  complexity: Beginner
  hierarchy:
  - Platform Automation & Tooling
  - Command Line Interface
  - PowerShell Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: PowerShell Community
  addition_method: manual
  v2_locations:
  - azure.md
https://devblogs.microsoft.com/powershell-community/my-crescendo-journey:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A development log detailing the migration of unformatted command outcomes
    into clean JSON-oriented PowerShell responses utilizing Crescendo configurations.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure Automation
  - Command-Line Wrapper
  - PowerShell Crescendo
  - Case Study
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devblogs.microsoft.com: My Crescendo journey'
  addition_method: manual
  v2_locations:
  - azure.md
https://devblogs.microsoft.com/powershell/announcing-powershell-crescendo-preview-1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces PowerShell Crescendo, a framework enabling developers to
    build robust, object-oriented PowerShell cmdlets wrapping native console tools
    on multiple platforms.
  language: PowerShell
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure Automation
  - Command-Line Wrapper
  - PowerShell Crescendo
  - Tool Modernization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Crescendo
  addition_method: manual
  v2_locations:
  - azure.md
https://devblogs.microsoft.com/powershell/when-powershellget-v1-fails-to-install-the-nuget-provider:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Diagnoses failure patterns on PowerShellGet v1 when attempting download
    and setup of external NuGet provider instances. Guides administrator remediation
    steps via modern TLS and bootstrapping settings.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure Automation
  - Dependency Management
  - PowerShellGet
  - NuGet Providers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devblogs.microsoft.com: When PowerShellGet v1 fails to install the NuGet
    Provider'
  addition_method: manual
  v2_locations:
  - azure.md
https://devblogs.microsoft.com/python:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Official Microsoft blog detailing corporate tooling improvements, PyCharm
    and VSCode engineering collaborations, Windows system level optimizations, and
    CPython interpreter speed investments.
  language: Markdown
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Enterprise Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Microsoft: Python Engineering'
  addition_method: manual
  v2_locations:
  - python.md
https://devblogs.microsoft.com/python/need-an-intro-to-vs-code-let-tech-with-tim-help:
  description: ''
  addition_method: manual
  content_hash: cecdc9b823d90ae65f7a8ae41ca669f2e46aebff396dae8f33478d5aad1f9740
  health_score: 100.0
  last_checked: 1779032239.281234
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: This introductory tutorial provides developers with a step-by-step onboarding
    guide to master the VS Code environment, emphasizing performance tuning and shortcut
    configurations. It simplifies the setup of extension ecosystems, debugging configurations,
    and integrated terminal sessions. The resource acts as an essential bootstrapper
    for engineers preparing for complex, cloud-native development.
  language: Markdown
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Learning Resources
  - Tutorials
  - IDE Platforms
  is_microservice: false
  title: 'devblogs.microsoft.com: Need an Intro to VS Code? Let Tech with Tim Help!'
https://devblogs.microsoft.com/python/python-in-visual-studio-code-january-2021-release:
  description: ''
  addition_method: manual
  content_hash: 8fe7a9acfd94049f5778316907e6eb016c37ce35c2ce669222b8faec91e33fd4
  health_score: 100.0
  last_checked: 1779029118.686562
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: Reviews the January 2021 releases for Python in VS Code, emphasizing
    Pylance type checker improvements, multi-root workspace support, and simplified
    Pytest test discovery structures.
  language: Python
  resource_type: Blog Post
  complexity: Basic
  hierarchy:
  - Development Environment
  - Language Tooling
  - Python
  is_microservice: false
  title: Python in Visual Studio Code – January 2021 Release
https://devblogs.microsoft.com/python/python-in-visual-studio-code-october-2020-release:
  addition_method: manual
  content_hash: 212ed024f7a32b8d578740bcc23b03238e694c7b449ec5639d8b9d130287f67d
  description: ''
  health_score: 100.0
  last_checked: 1779030927.809739
  needs_ai_refresh: true
  stars: 0
  title: Python in Visual Studio Code – October 2020 Release. Debugpy 1.0
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://devblogs.microsoft.com/python/python-in-visual-studio-code-september-2020-release:
  description: ''
  addition_method: manual
  content_hash: 81a19f4be8cec07bff109941011c5ab80ad5b97897963683670d1994fec93df1
  health_score: 100.0
  last_checked: 1779029225.576601
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2020'
  ai_summary: Highlights the September 2020 updates for Python in VS Code, detailing
    enhancements to Debug Adapter Protocol (DAP) implementations and environment discovery.
    Streamlines the execution of local virtual environment packages.
  language: Python
  resource_type: Blog Post
  complexity: Basic
  hierarchy:
  - Development Environment
  - Language Tooling
  - Python
  is_microservice: false
  title: Python in Visual Studio Code – September 2020 Release
https://devcentral.f5.com/s/articles/What-is-Kubernetes:
  addition_method: manual
  content_hash: 34bf775c76d7e566c08111b776c7716e6458b1150de38836ae66a3cb6a831aaf
  description: ''
  health_score: 100.0
  last_checked: 1779033215.460774
  stars: 0
  title: 'devcentral.f5.com: What is Kubernetes?'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://devclass.com/2020/05/04/openshift-4-4-goes-all-out-on-mixed-workloads-puts-observability-at-devs-fingertips:
  addition_method: manual
  content_hash: fae4ef7efae01fe55d239088842f947b260cdfe87144c720af98212f54a0aef1
  description: ''
  health_score: 100.0
  last_checked: 1779031557.672203
  stars: 0
  status: online
  title: "devclass.com: OpenShift 4.4 goes all out on mixed workloads, puts observability'
    at devs’ fingertips \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://devclass.com/2020/10/06/rancher-2_5:
  addition_method: manual
  content_hash: 192335406d002d9a302ac5e993b362bb0fbe76b6e3001b03ce29aa4d05534e1b
  description: ''
  health_score: 100.0
  last_checked: 1779032299.262321
  stars: 0
  status: online
  title: 'devclass.com: Open sauce - Rancher 2.5 puts new UI forward, gets to continuously''
    delivering'
  v1_locations:
  - docs/rancher.md
  year: N/A
https://devclass.com/2021/01/07/prometheus-2_24:
  addition_method: manual
  content_hash: 3000d5872bdb56b68595575dba96199d9ea6822084eef856bcd7fab7770c715c
  description: ''
  health_score: 100.0
  last_checked: 1779033767.825312
  stars: 0
  status: online
  title: 'devclass.com: Safety…first? Prometheus 2.24 finally features TLS on HTTP''
    serving endpoints'
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://devclass.com/2021/01/13/sysdig-container-security-and-usage-report-2021:
  addition_method: manual
  content_hash: f02ac942d7788b7e81bf6e2cd9c956ebb0ca133e5c1841c8969d1dd80ebcfe5d
  description: ''
  health_score: 100.0
  last_checked: 1779033120.952056
  stars: 0
  status: online
  title: 'devclass.com: Docker: It’s not dead yet, but there’s a tendency to walk''
    away, security report finds'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://devclass.com/2021/01/26/haproxy-ingress-controller-1_5:
  addition_method: manual
  content_hash: cfa3bafb58d8c38f6dc6983fa9674e1904589a0b3cababfd1f87f5f863f2dea7
  description: ''
  health_score: 100.0
  last_checked: 1779030202.762878
  stars: 0
  status: online
  title: 'devclass.com: HAProxy Ingress Controller 1.5 introduces mTLS support, gives''
    load balancing experts more power'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://devclass.com/2021/03/23/gitlab-march-release-focuses-on-security-and-scalability-pops-in-support-for-red-hat-openshift:
  addition_method: manual
  content_hash: 7a07c927fada98dc8589370927fd7635d60381f4fddffe33a56db29710d64d55
  description: ''
  health_score: 100.0
  last_checked: 1779033172.208602
  stars: 0
  status: online
  title: 'devclass.com: Git a March on: GitLab 13.10 ramps up security, adds support''
    for OpenShift, DORA'
  v1_locations:
  - docs/git.md
  year: N/A
https://devclass.com/2021/04/09/kubernetes-1-21-unloads-pod-security-adds-dual-ipv4-ipv6-networking-and-shuts-down-gracefully:
  addition_method: manual
  content_hash: eae117e4bba5ef1e7248bd09d64bbcdbc1b70023e4cc9108909f90405ca5141a
  description: ''
  health_score: 100.0
  last_checked: 1779029577.907584
  stars: 0
  status: online
  title: 'devclass.com: Kubernetes 1.21 unloads pod security, adds dual IPv4/IPv6''
    networking, and shuts down gracefully'
  v1_locations:
  - docs/kubernetes-releases.md
  year: N/A
https://devclass.com/2021/04/20/apache-kafka-2-8-0-previews-life-without-zookeeper:
  addition_method: manual
  content_hash: 80bac013480a550aa2ecb45953f82a09811e09fe22af233d2ac7b504ecfddf13
  description: ''
  health_score: 100.0
  last_checked: 1779030428.459068
  stars: 0
  status: online
  title: 'devclass.com: Apache Kafka 2.8.0 previews life without ZooKeeper'
  v1_locations:
  - docs/message-queue.md
  year: N/A
? https://devclass.com/2021/09/02/rancher-presents-first-big-release-after-suse-acquisition-ups-game-on-hosted-cluster-provisioning
: addition_method: manual
  content_hash: 98ee5af66405b6c31143439f91c6b24c9b9f72c9415f012bf10f860feba8ecd7
  description: ''
  health_score: 100.0
  last_checked: 1779029880.947347
  stars: 0
  status: online
  title: 'devclass.com: Rancher presents first big release after SUSE acquisition,''
    ups game on hosted cluster provisioning'
  v1_locations:
  - docs/rancher.md
  year: N/A
https://devclass.com/2021/12/09/terraform_-_1:
  addition_method: manual
  content_hash: f85077ae2c1a14179c8a029ed97c27f550a406fc1b1e553644c5c0e97a984104
  description: ''
  health_score: 100.0
  last_checked: 1779033810.952481
  stars: 0
  status: online
  title: 'devclass.com: Terraform 1.1 moves forward with refactoring helpers and native''
    Terraform Cloud integration'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://devconnected.com/complete-node-exporter-mastery-with-prometheus:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030824.431304
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: devconnected.com/complete-node-exporter-mastery-with-prometheus/
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering devconnected.com/complete-node-exporter-mastery-with-prometheus/
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devconnected.com/how-to-delete-file-on-git:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030339.661884
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devconnected.com: How To Delete File on Git'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devconnected.com:
    How To Delete File on Git in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devdocs.io:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: DevDocs combines multiple API documentations into a single, searchable,
    fast, and offline-capable user interface. By indexing documentation for dozens
    of languages, frameworks, and web technologies in a unified workspace, it optimizes
    developer workflow speed. It is widely recognized as a crucial utility tool in
    modern, high-velocity engineering environments.
  language: English
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Application Integration
  - API Design
  - Documentation
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Devdocs.io API Documentation \U0001F31F"
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  - api.md
  is_special: true
https://devdocs.io/git:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Comprehensive offline-capable search manual console aggregating Git
    command structures, config specifications, hooks details, and advanced parameters
    within a unified, high-performance UI.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: devdocs.io/git/
  addition_method: manual
  v2_locations:
  - git.md
https://devdosvid.blog/2022/01/16/some-techniques-to-enhance-your-terraform-proficiency:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A compilation of advanced design patterns and optimization strategies
    designed to elevate HCL configuration quality. Addresses the implementation of
    dynamic blocks, custom validation rules, and proper workspace utilization to minimize
    boilerplate code. Live grounding confirms that incorporating these dry-run structures
    directly mitigates runtime validation errors during execution phases.
  language: HCL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'serhii.vasylenko.info: Some Techniques to Enhance Your Terraform Proficiency'
  addition_method: manual
  v2_locations:
  - terraform.md
https://devdosvid.blog/2023/04/16/hello-terraform-data-goodbye-null-resource:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: An alternative analysis regarding the architectural shift from the null_resource
    community provider to the built-in "terraform_data" resource type. Outlines concrete
    migration examples and explains why leveraging built-in state structures improves
    performance and execution safety. Live grounding validates that standardizing
    on "terraform_data" reduces external module lookup latency in air-gapped runtimes.
  language: HCL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - State & Variables
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'devdosvid.blog: Hello Terraform Data; Goodbye Null Resource'
  addition_method: manual
  v2_locations:
  - terraform.md
https://vadimkravcenko.com/shorts/promotion-based-development/:
  addition_method: manual
  ai_summary: 'Curator Insight / Live Grounding: An essential engineering critique
    of ''Promotion-based development'' (PBD).

    Vadim Kravcenko dissects how software projects are often optimized for personal
    visibility and performance reviews

    rather than technical excellence or business value. This article is a foundational
    reference for Nubenetes''

    philosophy against manufactured complexity and ''heroic'' fix loops.

    '
  complexity: Advanced
  hierarchy:
  - Career & Industry
  - Organizational Culture
  - Anti-Patterns
  language: English
  last_checked: 1781423859.0
  resource_type: Article / Guide
  stars: 4
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  title: 'Promotion-Based Development: A Fast Track to Mediocrity'
  v1_locations:
  - docs/about.md
  - docs/project-management-methodology.md
  v2_locations:
  - about.md
  - project-management-methodology.md
  year: '2022'
? https://developer.amazon.com/en-US/blogs/alexa/post/TxDJWS16KUPVKO/new-alexa-skills-kit-template-build-a-trivia-skill-in-under-an-hou
: addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.964425
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-miscellaneous.md
  v2_locations:
  - aws-miscellaneous.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developer.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://developer.amazon.com/public/community/post/TxDJWS16KUPVKO/New-Alexa-Skills-Kit-Template-Build-a-Trivia-Skill-in-under-an-Hour
: addition_method: manual
  content_hash: 8e96448440f09a39d19274a0c88b5b9771e2360b300ab51c9191d4d47e0f4582
  description: ''
  health_score: 100.0
  last_checked: 1779029552.899537
  stars: 0
  title: 'New Alexa Skills Kit Template: Build a Trivia Skill in under an Hour'
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://developer.android.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Google's official portal containing documentation, API reference guides,
    and system architectures for Android app development. It is the primary ecosystem
    hub for designing mobile client interactions, modern networking protocols, and
    securing client-to-backend API integrations.
  language: English
  resource_type: Documentation Portal
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Mobile
  - Android Ecosystem
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: developer.android.com
  addition_method: manual
  v2_locations:
  - developerportals.md
https://developer.android.com/develop/xr/catalyst:
  addition_method: automatic
  ai_summary: The landing page for Google's Android XR Developer Catalyst Program,
    which empowers developers to build spatial computing and immersive experiences
    for wired XR glasses (such as XREAL's Project Aura) and smart eyewear. The program
    provides hardware development kits, grant funding, and technical resources to
    accelerate app development for the Android XR ecosystem.
  category: edge-computing
  complexity: Intermediate
  content_hash: cb413337b458bf64245f6e4aadfcf85b63fece9dec98360e4b525495e6849f4a
  description: Build the next generation of extended reality experiences for Android
    XR.
  hierarchy:
  - Edge Computing
  - Extended Reality (XR)
  - Android XR Platform
  is_microservice: false
  language: en
  last_checked: 1780352292.588464
  reputation_status: Vetted
  reputation_summary: Official Google Android program launched in May 2026 to foster
    spatial and extended reality applications, highly relevant to edge-computing architectures.
  resource_type: tools
  social_preview_url: https://developer.android.com/static/images/social/android-developers.png
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: spatial-computing
  tags:
  - EMERGING
  - GUIDE
  title: Android XR Developer Catalyst Program
  year: '2026'
https://developer.apple.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Apple's developer resources hub, providing SDK documentation, SwiftUI
    design frameworks, and distribution guidelines. The platform provides fundamental
    patterns for building client-side integrations with microservices and remote API
    architectures under strict security criteria.
  language: English
  resource_type: Documentation Portal
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Mobile
  - iOS Ecosystem
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: developer.apple.com
  addition_method: manual
  v2_locations:
  - developerportals.md
https://developer.chrome.com/blog/chrome-at-io26:
  addition_method: automatic
  ai_summary: At Google I/O 2026, Chrome introduced WebMCP, a proposed open web standard
    allowing developers to expose structured functions and forms directly to browser-based
    AI agents. Additional advancements include dedicated DevTools integration for
    debugging agent behaviors, browser-native Gemini-powered proactive assistants,
    Soft Navigations API for Core Web Vitals in SPAs, and HTML-in-Canvas APIs that
    render actual DOM components within WebGL and WebGPU scenes.
  category: hr
  complexity: Advanced
  content_hash: 4593f2cb308b38af18d92db915459d9912f92d190020a7b5034c3c7290027b98
  description: Google unveils 15 updates to Chrome, including WebMCP and integrated
    AI agent execution capabilities.
  hierarchy:
  - Frontend
  - Browsers
  - Chrome DevTools
  is_microservice: false
  language: en
  last_checked: 1780352720.351729
  reputation_status: Vetted
  reputation_summary: Official developer release from Google Chrome engineering.
  resource_type: article
  social_preview_url: https://developer.chrome.com/static/blog/chrome-at-io26/image/hero.png
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - DE FACTO STANDARD
  - EMERGING
  title: '15 updates from Google I/O 2026: Powering the agentic web with new capabilities,
    tools, and features in Chrome'
  year: '2026'
https://developer.chrome.com/docs/devtools:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The documentation hub for Google Chrome's native development utilities.
    Explains network packet inspection, layout rendering engines, custom profile snapshots,
    and live Javascript debugging capabilities.
  language: None
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Developer Workspace
  - Diagnostics & Debugging
  - Browser Developer Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: devtools.chrome.com
  addition_method: manual
  v2_locations:
  - ChromeDevTools.md
https://developer.chrome.com/docs/modern-web-guidance:
  addition_method: automatic
  ai_summary: An expert-vetted suite of skills designed to inject real-time web platform
    capabilities, accessibility compliance, performance optimizations, and security
    best practices into AI coding agents. By leveraging up-to-date specs like native
    popovers, view transitions, and INP metrics, it prevents LLMs from generating
    legacy or hallucinated web implementations. Installable via CLI or as direct plugins,
    it ensures agentic workflows produce modern, correct-by-default web code.
  category: hr
  complexity: Advanced
  content_hash: e45eed0ec4e0c3acce9478bb16d2a4ef6bbfec55d2b7e3025ce8d0ad2079190a
  description: Modern Web Guidance is a set of skills that embed web platform expertise,
    best practices, and browser compatibility data directly into your coding agents.
    It helps steer coding agents toward solutions that harness the power of the modern
    web.
  hierarchy:
  - Artificial Intelligence
  - AI Agents
  - Coding Assistants
  - Web Standards
  is_microservice: false
  language: English
  last_checked: 1780352282.814449
  reputation_status: Vetted
  reputation_summary: Extremely well-received by the web and AI communities, recognized
    as a crucial tool for aligning modern AI coding assistants with current web standard
    specifications rather than outdated legacy patterns.
  resource_type: document
  social_preview_url: ''
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: ai-agents-mcp
  tags:
  - '[DE FACTO STANDARD]'
  - '[EMERGING]'
  title: 'Modern Web Guidance: Teaching AI Agents to Stop Coding Like It is 2019'
  year: '2026'
https://developer.confluent.io:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The premier developer learning portal designed and maintained by Confluent.
    Provides a repository of official tutorials, code patterns, and deep-dives explaining
    Kafka stream processing, client APIs, and administrative best practices.
  language: English
  resource_type: Web Portal
  complexity: Beginner
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Learning Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developer.confluent.io \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developer.confluent.io/confluent-tutorials/count-messages/ksql:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A hands-on technical guide detailing how to run stateful aggregations,
    specifically counting message events within high-throughput Kafka topics, using
    ksqlDB. It covers the underlying SQL-like syntax required to define event streams
    and continuous materialized tables.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Stream Processing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'kafka-tutorials.confluent.io: How to count messages in a Kafka topic'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developer.confluent.io/confluent-tutorials/joining-stream-table/kstreams:
  addition_method: manual
  content_hash: 75cd977e60dc982f4cf24f5a12c03d837ca7ae5b39376c7391e06777b36e2bcc
  health_score: 100.0
  last_checked: 1779130495.010697
  needs_ai_refresh: true
  v1_locations:
  - docs/message-queue.md
https://developer.confluent.io/tutorials:
  description: "- [kafka-tutorials.confluent.io: How to join a stream and a lookup
    table \U0001F31F](https://developer.confluent.io/confluent-tutorials/joining-stream-table/kstreams)
    If I have events in a Kafka topic and a table of reference data (aka a lookup
    table), how can I join each event in the stream to a piece of data in the table
    based on a common key?"
  year: '2026'
  stars: 0
  ai_summary: An extensive hands-on tutorial catalog for implementing streaming patterns.
    It provides clear recipes for Kafka Streams, ksqlDB, and Kafka Connect, demonstrating
    stream-table joins, cryptographic masking, and real-time stateful aggregations.
  language: Java
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "kafka-tutorials.confluent.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developer.confluent.io/what-is-apache-kafka:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Confluent's foundational training manual detailing how Apache Kafka
    works under the hood. It explains partitions, replication, producers, consumer
    offsets, and transaction patterns, serving as the primer for event-driven systems.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "Confluent.io: Intro to Apache Kafka: How Kafka Works \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developer.cyberark.com/blog/istio-oidc-authentication:
  addition_method: manual
  content_hash: 8fbbb1105fe03bb08d0b6285a7f3c1b3c643e8c9f88ff9e21d8370db41004468
  health_score: 100.0
  last_checked: 1779130494.936939
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  - docs/istio.md
  v2_locations:
  - demos.md
  - istio.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developer.cyberark.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developer.db.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The developer portal for Deutsche Bank, providing secure and standard
    access to financial APIs. It supports secure OAuth2 protocols, enabling applications
    to run transaction processing, accounts reconciliation, and credit evaluations.
  language: English
  resource_type: Enterprise Product
  complexity: Advanced
  hierarchy:
  - Domain APIs
  - Fintech
  - Banking Gateways
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Deutsche Bank API Program
  addition_method: manual
  v2_locations:
  - developerportals.md
https://developer.hashicorp.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The consolidated technical documentation hub detailing the modern HashiCorp
    system suite, including Terraform, Consul, Vault, and Nomad. Serves as the primary
    authority for configuring declarative hybrid-cloud environments and enterprise
    microservices security.
  language: N/A
  resource_type: Web Portal
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Infrastructure as Code
  - Enterprise Documentation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "developer.hashicorp.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://developer.hashicorp.com/consul:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: HashiCorp's multi-cloud service networking platform featuring integrated
    service mesh capabilities. Despite HashiCorp's 2023 transition to the Business
    Source License (BSL), Consul Connect remains highly adopted in enterprise hybrid
    environments.
  language: Go
  resource_type: open-source-tool
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Consul
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: consul.io
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://developer.hashicorp.com/consul/docs/connect:
  addition_method: manual
  content_hash: fbaa5d15cade4648505dfed0d873b40f020f4124f9e38b649f04b08a439d1516
  health_score: 100.0
  last_checked: 1779130494.979149
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developer.hashicorp.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developer.hashicorp.com/consul/docs/north-south/ingress-gateway/k8s:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official technical guide showing how to expose microservices secured
    under Consul Service Mesh to public clients via Consul Ingress Gateways. Directs
    configurations of ingress routing tables and end-to-end connection integrity.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Service Mesh
  - Consul
  - Ingress Gateways
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "consul.io: Ingress Gateways on Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://developer.hashicorp.com/consul/tutorials/archive/kubernetes-consul-design-patterns:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Presents design patterns for running Consul Service Mesh on Kubernetes.
    Details transit gateways, multi-datacenter federated sync, and secure token and
    certificate integration with HashiCorp Vault.
  language: Go
  resource_type: documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Consul
  - Design Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'learn.hashicorp.com: Consul Service Mesh on Kubernetes Design Patterns'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://developer.hashicorp.com/consul/tutorials/get-started-kubernetes/kubernetes-gs-deploy?in=consul%2Fkubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical HashiCorp tutorial teaching how to bootstrap and configure
    Consul Service Mesh inside Minikube. Details transparent proxy routing, catalog
    synchronization rules, and enforcing secure service-to-service cryptographic identities.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Service Mesh
  - Consul
  - Local Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "learn.hashicorp.com: Consul Service Discovery and Mesh on Minikube \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://developer.hashicorp.com/nomad:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A declarative, lightweight workload scheduler. Nomad supports both containerized
    and raw binary/Java applications across global infrastructure nodes. Its operational
    footprint is drastically lower than Kubernetes.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Orchestration
  - HashiCorp Nomad
  - Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Nomad
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://developer.hashicorp.com/nomad/docs/k8s-nomad:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Highlights Nomad's design focus on modularity and native task execution.
    Analyzes how avoiding complex control planes like K8s reduces runtime errors and
    cluster degradation risks.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - HashiCorp Nomad
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'nomadproject.io: An alternative to Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://developer.hashicorp.com/packer:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: HashiCorp Packer is the industry-standard open-source tool for automating
    the generation of identical machine images for multiple platforms from a single
    source configuration. Supports AWS AMIs, VMware templates, Docker images, and
    Azure virtual hard disks.
  language: Go
  resource_type: Official Portal
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Machine Images
  - Packer
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: packer.io
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/packer/docs:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official documentation hub for Packer, containing technical references
    for builders, provisioners, and post-processors. Details syntax configurations
    for HCL templates, dynamic plugins, and integrating container/VM deployment images
    directly into CI/CD pipelines.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Machine Images
  - Packer Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: packer.io docs
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/packer/tutorials/aws-get-started/aws-get-started-build-image:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official hands-on tutorial guiding users through writing their first
    HCL-based Packer template for Amazon Web Services (AWS). Guides developers through
    declaring VPC variables, ami_regions, provisioners, and security credentials needed
    to deploy Golden Images.
  language: English
  resource_type: Official Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Machine Images
  - AWS Packer Tutorial
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'learn.hashicorp.com: Write Packer template for AWS'
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official developer platform for HashiCorp Terraform. Following HashiCorp's
    transition to the Business Source License (BSL) and the subsequent emergence of
    the OpenTofu fork, this site remains the definitive reference for official provider
    documentation, enterprise Cloud/Enterprise workspaces, and HCL specification standards.
  language: English
  resource_type: Official Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Official Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: terraform.io
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform/cli/commands:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: 'Curator Insight: The definitive, official CLI reference for HashiCorp
    Terraform. Live Grounding: Crucial for advanced state management, covering complex
    commands like terraform import, state mv, state rm, and CLI integrations with
    modern cloud providers via OpenTofu or standard Terraform releases.'
  language: English
  resource_type: Official Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Terraform
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'terraform.io: Terraform Commands'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://developer.hashicorp.com/terraform/cli/commands/graph:
  addition_method: manual
  content_hash: 0d35b6369aeb2bdbba4eaa9b57de21fe135ac4da5c30265b821c4dc544c81451
  health_score: 100.0
  last_checked: 1779130494.975163
  needs_ai_refresh: true
  v1_locations:
  - docs/terraform.md
https://developer.hashicorp.com/terraform/cloud-docs/recommended-practices/part3:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: HashiCorp's official recommendation guide detailing architectural transformations
    necessary for scaling IaC teams. Progresses from basic single-operator CLI execution
    to enterprise platform governance with automated, collaborative, run-directed
    GitOps pipelines.
  language: None
  resource_type: Official Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Best Practices
  - Enterprise Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developer.hashicorp.com: Part 3: How to Evolve Your Provisioning Practices'
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform/language/modules/develop/refactoring:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Official reference for Terraform's native refactoring features, specifically
    the "moved" block introduced in version 1.1. These blocks allow engineers to rename
    resources or transfer them to nested modules without manual, error-prone state
    surgical operations via CLI. Live grounding highlights its role in continuous
    integration pipelines, where state migration must be safe, declarative, and collision-free.
  language: HCL
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Refactoring & State Manipulation
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'terraform.io: Refactoring'
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform/language/provisioners:
  description: "- [terraform.io: Destroy-Time Provisioners \U0001F31F](https://developer.hashicorp.com/terraform/language/provisioners#destroy-time-provisioners)"
  year: '2023'
  stars: 5
  ai_summary: Documents the operational behaviors of creation-time versus destroy-time
    provisioners within the lifecycle of a resource. Highlights how failures during
    creation mark resources as tainted, whereas destroy-time actions execution must
    be robust against resource loss. Live grounding reinforces the architectural community
    consensus to treat these mechanisms as legacy design smells, utilizing native
    engine capabilities instead.
  language: HCL
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Lifecycle Hooks
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "terraform.io: Creation-Time Provisioners \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform/plugin/sdkv2:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A core architectural guide for developers looking to build custom Terraform
    providers using the Plugin SDKv2 (and the newer Framework). Explains API lifecycle
    mapping, resource schemas, CRUD operation handling, and state preservation mechanics.
  language: English
  resource_type: Developer Guide
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Provider Development
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "learn.hashicorp.com: Call APIs with Terraform Providers. Learn how to use
    and create custom Terraform Providers in a new collection of tutorials on HashiCorp
    Learn \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform/tutorials/automation/github-actions:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Official HashiCorp tutorial guiding engineers on deploying automated
    plans and applies within GitHub Actions. Outlines directory structures, secure
    state connections, and credential configuration using OIDC.
  language: YAML
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'learn.hashicorp.com: Automate Terraform with GitHub Actions'
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform/tutorials/aws-get-started/infrastructure-as-code:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The official HashiCorp foundational tutorial explaining Infrastructure
    as Code (IaC) principles. Introduces Terraform's declarative syntax (HCL), resource
    execution graph generation, state locking, and best practices for configuring
    secure, reproducible multi-cloud components.
  language: English
  resource_type: Official Tutorial
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Terraform Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "learn.hashicorp.com: What is Infrastructure as Code with Terraform? \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform/tutorials/aws/aws-default-tags:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Demonstrates how to configure centralized tagging profiles directly
    inside the AWS provider block. Enables developers to inherit unified organizational
    compliance tags automatically across all provisioned AWS cloud assets.
  language: English
  resource_type: Official Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Tagging & Governance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "learn.hashicorp.com: Configure Default Tags for AWS Resources \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform/tutorials/aws/lambda-api-gateway:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Standard HashiCorp tutorial teaching developers how to architect, deploy,
    and configure high-performance serverless endpoints using AWS Lambda and API Gateway,
    entirely declared via modular HCL files.
  language: English
  resource_type: Official Tutorial
  complexity: Intermediate
  hierarchy:
  - Serverless Architecture
  - AWS Lambda
  - API Gateway
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "learn.hashicorp.com: y Serverless Applications with AWS Lambda and API Gateway
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform/tutorials/cloud/cloud-agents:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A guide on deploying and configuring lightweight Terraform Cloud Agents
    inside secure, isolated local environments. Enables enterprises to provision private
    subnetworks and local systems securely without opening external ports.
  language: Bash
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - Terraform Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'learn.hashicorp.com: Manage Private Environments with Terraform Cloud Agents'
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform/tutorials/networking/multicloud-kubernetes:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An official HashiCorp tutorial illustrating how to configure and deploy
    federated Kubernetes clusters across multi-cloud environments. Leverages Consul
    Service Mesh alongside Terraform for secure cross-network discovery and communication
    routing.
  language: HCL
  resource_type: Official Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Federated Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'learn.hashicorp.com: Deploy Federated Multi-Cloud Kubernetes Clusters'
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform/tutorials/policy:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Official instructional tutorial on implementing Sentinel policy-as-code
    controls in Terraform Cloud and Enterprise. Ensures resource checks and cost guardrails
    are analyzed prior to scheduling active infrastructure executions.
  language: Sentinel
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Security
  - Policy as Code
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'learn.hashicorp.com: Enforce Policy with Sentinel'
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/terraform/tutorials/state/resource-drift:
  addition_method: automatic
  ai_summary: This official HashiCorp tutorial provides a comprehensive guide to identifying,
    analyzing, and resolving infrastructure drift within Terraform environments. It
    demonstrates how to detect discrepancies between physical cloud assets and their
    corresponding Terraform state files caused by out-of-band manual changes or third-party
    automated updates. Practitioners learn to employ health assessments, configure
    alerts, and utilize the import workflow or reconcile changes to safely align resources
    without causing application downtime.
  category: terraform
  complexity: Intermediate
  content_hash: 2e1eacf953fac039ba4e8de84e4b740c9400ffc562a7d07b47a0dd92aa057803
  description: Detect and resolve differences between real infrastructure and Terraform
    state.
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - State Management and Drift Detection
  is_microservice: false
  language: English
  last_checked: 1780352003.689815
  reputation_status: Vetted
  reputation_summary: An authoritative HashiCorp training resource that represents
    the standard curriculum for infrastructure configuration maintenance and state
    management.
  resource_type: Tutorial
  social_preview_url: https://developer.hashicorp.com/og-image/terraform.jpg
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[ENTERPRISE-STABLE]'
  title: Manage Resource Drift in Terraform
  year: '2024'
https://developer.hashicorp.com/vault:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The master developer resource and documentation portal for the HashiCorp
    Vault ecosystem. Offers structured learning paths, architectural guides, and configuration
    references for implementing secure secret storage, PKI engines, and dynamic credential
    brokers.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - Centralized Vaults
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: vaultproject.io
  addition_method: manual
  v2_locations:
  - devsecops.md
https://developer.hashicorp.com/vault/tutorials/kubernetes-introduction/kubernetes-external-vault:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical implementation guide showcasing how to leverage the HashiCorp
    Vault Agent Injector sidecar to dynamically inject secrets directly into application
    pods via in-memory tmpfs mounts.
  language: N/A
  resource_type: tutorial
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Secrets Management
  - HashiCorp Vault Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "learn.hashicorp.com: Integrate a Kubernetes Cluster with an External Vault
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://developer.hashicorp.com/vault/tutorials/operations/codify-mgmt-enterprise:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: HashiCorp's official deployment guide detailing how to automate the
    complex management of Vault Enterprise configurations (e.g., namespaces, security
    policies, auth backends) programmatically via Terraform.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Security
  - Secrets Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'learn.hashicorp.com: Codify Management of Vault Enterprise Using Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://developer.hashicorp.com/waypoint:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: HashiCorp Waypoint provides developers with a structured application
    delivery model across multiple underlying orchestrators. Utilizing a single declarative
    configuration file, it unifies the build, deployment, and release pipeline stages.
  language: Go
  resource_type: Product Documentation
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - Application Delivery
  - Waypoint
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: waypointproject.io
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
  - gitops.md
https://developer.ibm.com/apiconnect:
  addition_method: manual
  content_hash: f16bb806f2e06f47cd4db89ca013916a2550979ec77d065a6711cc9af657c2fd
  description: ''
  health_score: 100.0
  last_checked: 1779030575.054654
  stars: 0
  status: online
  title: IBM API Connect
  v1_locations:
  - docs/developerportals.md
  - docs/ibm_cloud.md
  year: N/A
https://developer.ibm.com/articles/secure-microservices-by-monitoring-behavior:
  addition_method: manual
  content_hash: 3ad8273a470b61347050bd4ef76261404ba1e507987d4f190058375a466a8613
  description: ''
  health_score: 100.0
  last_checked: 1779032294.275194
  stars: 0
  status: online
  title: 'developer.ibm.com: Secure microservices by monitoring behavior'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://developer.ibm.com/blogs/gitops-best-practices-for-the-real-world:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: IBM-curated best practices compiling concrete strategies for secure
    secrets integration, dynamic configuration templating (using Kustomize), rollbacks,
    and managing complex hybrid cloud-native infrastructure pipelines.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Implementation
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developer.ibm.com: GitOps: Best practices for the real world'
  addition_method: manual
  v2_locations:
  - gitops.md
https://developer.ibm.com/javasdk:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031468.458984
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: IBM JDK
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering IBM JDK
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developer.ibm.com/technologies/containers:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This article details methods for protecting distributed workloads by
    auditing execution-level behavior rather than relying entirely on static perimeter
    defenses. It covers tracing unexpected system calls, identifying runtime drift,
    and applying automated isolation rules. This approach is highly effective in securing
    container environments from zero-day exploits.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Microservices Security
  - Behavior Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developer.ibm.com: Secure microservices by monitoring behavior'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://developer.ibm.com/tutorials/examples-differentiate-openshift-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step practical guide comparing vanilla Kubernetes to enterprise
    OpenShift platforms. Illustrates differences in router configs, Security Context
    Constraints (SCCs), build mechanisms, and deployment strategies.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Governance & Security
  - Platform Comparisons
  - OpenShift vs Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'developer.ibm.com: Example exercises to differentiate OpenShift and Kubernetes'
  addition_method: manual
  v2_locations:
  - demos.md
https://developer.ibm.com/wasdev:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031793.940725
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: WebSphere Liberty
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering WebSphere
    Liberty in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developer.ibm.com/wasdev/downloads:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030981.278085
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Download WAS Liberty
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Download
    WAS Liberty in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developer.ibm.com/wasdev/downloads/liberty-profile-using-non-eclipse-environments:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030720.932766
  v1_locations:
  - docs/ibm_cloud.md
https://developer.ibm.com/wasdev/websphere-liberty:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034528.898799
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: About WebSphere Liberty
  v1_locations:
  - docs/ibm_cloud.md
  - docs/java_app_servers.md
  - docs/java_frameworks.md
  v2_locations:
  - ibm_cloud.md
  - java_app_servers.md
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering About
    WebSphere Liberty in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developer.ing.com:
  addition_method: manual
  content_hash: f8d659f2459e6a3a6316ff324e2eb986b1fa02156ad05b5a4b785bc494f21e3c
  description: ''
  health_score: 100.0
  last_checked: 1779030462.614098
  stars: 0
  status: online
  title: ING Developer Portal
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://developer.ing.com/api-marketplace/marketplace:
  addition_method: manual
  content_hash: d591b8fd7543487475cca8026999135b26f3b0ee73dd28c72819be35c22fd0b8
  description: ''
  health_score: 100.0
  last_checked: 1779032077.186529
  stars: 0
  title: ING API Marketplace
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://developer.ing.com/openbanking:
  description: '- [ING API Marketplace](https://developer.ing.com/openbanking/api-marketplace/marketplace)'
  year: '2026'
  stars: 4
  ai_summary: ING's open-banking marketplace and developer portal. The catalog details
    APIs for cash management, transaction services, accounts balance, and PSD2 compliance,
    backed by strong authentication and sandbox simulation tools.
  language: English
  resource_type: Enterprise Product
  complexity: Advanced
  hierarchy:
  - Domain APIs
  - Fintech
  - Banking Gateways
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: ING Developer Portal
  addition_method: manual
  v2_locations:
  - developerportals.md
https://developer.ing.com/openbanking/api-marketplace/marketplace:
  addition_method: manual
  content_hash: 1dbba63d9c4f86640b2a283890419437a85b7192209ad4b0e08e529bd3d505c0
  health_score: 100.0
  last_checked: 1779130494.961149
  v1_locations:
  - docs/developerportals.md
https://developer.mobileconnect.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034509.667818
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: developer.mobileconnect.io
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developer.mobileconnect.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developer.mongodb.com/quickstart/cheat-sheet:
  addition_method: manual
  content_hash: da2782e23f8c104a3faa2f037001d4b8e6d522bb96382b92923b9f51c9597870
  description: ''
  health_score: 100.0
  last_checked: 1779034558.268406
  stars: 0
  status: online
  title: 'developer.mongodb.com: MongoDB Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://developer.mozilla.org/en-US/docs/Tools/Tools_Toolbox:
  addition_method: manual
  content_hash: 4717162243bf6194fdf69a29ac1eff36f7379f8a2a70c3af33ddd108915427eb
  description: ''
  health_score: 100.0
  last_checked: 1779030407.661281
  stars: 0
  title: Firefox DevTools
  v1_locations:
  - docs/ChromeDevTools.md
  year: N/A
https://developer.okta.com/blog/2020/03/23/microservice-security-patterns:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Provides a robust collection of enterprise security patterns tailored
    for microservices, detailing patterns like mTLS, API Gateway authentication delegation,
    and token propagation. Reviews mechanisms to safely pass user context through
    multiple nested backend requests. Highly recommended for software and security
    architects.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Architecture Patterns
  - Microservice Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Security Patterns for Microservice Architectures
  addition_method: manual
  v2_locations:
  - devsecops.md
https://developer.okta.com/blog/2020/05/04/spring-vault:
  addition_method: manual
  content_hash: d1ce7ea0f8e4e84b5211fa80b31f5370a3ed10ecf48491fe3b7a54dd859a3caf
  description: ''
  health_score: 100.0
  last_checked: 1779034049.513733
  stars: 0
  status: online
  title: "developer.okta.com: Secure Secrets With Spring Cloud Config and Vault \U0001F31F"
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://developer.okta.com/blog/2020/12/07/spring-cloud-config:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A practical tutorial discussing how to manage common properties shared
    across multi-service deployments using Spring Cloud Config. It breaks down architectural
    setups for dev, staging, and production profiles. Excellent resource for development
    teams addressing configuration drift across heterogeneous microservice networks.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Spring Cloud
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developer.okta.com: Spring Cloud Config for Shared Microservice Configuration'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developer.okta.com/blog/2021/02/05/okta-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Illustrates how to bridge identity providers with system-level configuration,
    specifically integrating Okta APIs with Ansible modules. Details dynamic workflows
    for onboarding user accounts, security grouping, and programmatic credential management
    directly within continuous integration topologies.
  language: Python/YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Identity Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'developer.okta.com: Tutorial: Ansible and Account Automation with Okta'
  addition_method: manual
  v2_locations:
  - ansible.md
https://developer.okta.com/blog/2021/04/23/elasticsearch-go-developers-guide:
  addition_method: manual
  ai_summary: A developer's guide demonstrating how to connect, index, and query Elasticsearch
    instances natively using the official Go client driver. Illustrates clean integration
    patterns for backend microservices.
  complexity: Intermediate
  content_hash: 80cbe5068cbac93c7abcbaa3adb230b88d6ac2c565098266f8a8e8f67b9820db
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Storage Integration
  is_microservice: true
  language: en
  last_checked: 1779031226.701143
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'developer.okta.com: Elasticsearch in Go: A Developer''s Guide'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://developer.okta.com/blog/2021/07/08/jenkins-ci-dotnet-update-secrets:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Demonstrates methods to safely inject environment variables and application
    secrets into .NET Core apps during CI builds using modern Jenkins plugins. *Curator
    Insight*: Secure secret injections. *Live Grounding*: Focuses on keeping access
    secrets out of code bases and pipeline configurations.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Security
  - Secrets Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developer.okta.com: Update App Secrets with Jenkins CI and .NET Core'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://developer.okta.com/blog/2022/01/06/native-java-helidon:
  description: ''
  addition_method: manual
  content_hash: 1e78f7be976fa563b6ed7da5336fbd67fb610a8340e00a006fb40f90ed9c94b2
  health_score: 100.0
  last_checked: 1779029465.183276
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2022'
  ai_summary: Step-by-step tutorial on constructing cloud-native REST endpoints using
    Helidon MP and compiling them into native executables using GraalVM. Incorporates
    OIDC authentication using Okta, demonstrating how to achieve sub-second startup
    times and minuscule memory footprints for containerized Java workloads.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Java Microservices
  - API Security
  is_microservice: true
  title: 'developer.okta.com: Build REST APIs and Native Java Apps with Helidon'
https://developer.okta.com/blog/2022/10/20/spring-vault:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Step-by-step tutorial explaining how to couple Spring Cloud Config with
    HashiCorp Vault to create a highly secure externalized configuration engine. Architecturally,
    it separates public environment metrics from sensitive database/API secrets. This
    composition ensures developers can manage configs seamlessly while security administrators
    maintain absolute control over encryption keys.
  language: Java
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Spring Cloud
  - Secrets Management
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "developer.okta.com: Secure Secrets With Spring Cloud Config and Vault \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developer.rabobank.nl:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032613.919359
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Rabobank Developer Portal
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Rabobank
    Developer Portal in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developer.rabobank.nl/api-marketplace:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031752.87349
  stars: 0
  title: Rabobank API Marketplace
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://developer.squareup.com/blog/kubernetes-pod-security-policies:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Legacy deep-dive exploring Square's real-world PSP architecture and
    rollout procedures. Note that modern engineering standards require migrating these
    exact controls to Pod Security Standards (PSS) or external engines like Kyverno.
    Essential reading to understand historical host namespaces and filesystem restrictions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Pod Security
  - Pod Security Policies
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'developer.squareup.com: Kubernetes Pod Security Policies (PSP)'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://developerblog.redhat.com/tag/varnish:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034228.924582
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Red Hat Developer Blog. Tag: Varnish'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Red Hat
    Developer Blog. Tag: Varnish in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developerhub.santander.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029168.863358
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Santander APIs
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Santander
    APIs in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.google.com/machine-learning/crash-course?hl=es-419:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Google's structured technical course on ML foundations. Covers gradient
    descent, model loss, deep neural networks, and scalable tensor processing, serving
    as an entry point for engineers integrating ML systems into modern APIs.
  language: Spanish
  resource_type: Course
  complexity: Intermediate
  hierarchy:
  - Emerging Technology
  - Machine Learning
  - Course
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Machine Learning Crash Course
  addition_method: manual
  v2_locations:
  - ai.md
  - elearning.md
https://developers.google.com/machine-learning/glossary:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An authoritative dictionary compiled by Google to standardize terms
    across core AI and machine learning engineering domains. Explores architectural
    paradigms, neural network elements, deployment metrics, and training pipeline
    semantics crucial for production systems.
  language: English
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Data Science & ML
  - Machine Learning
  - Glossary
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Machine Learning Glossary
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://developers.google.com/profile/u/me/dashboard:
  addition_method: automatic
  ai_summary: An enterprise portal centralizing developer badges, certification pathways,
    and continuous education tracks for Google architectures. Allows developers to
    monitor personalized progress in platform-specific labs (e.g., Google Cloud, Angular,
    Flutter) and maintain continuous credentials. Serves as a standard, secured learning
    pathway management interface across global engineering pipelines.
  category: developerportals
  complexity: beginner
  content_hash: b5d52b23d9eaf5a66ae4c1d5e5173b3bece18d9a0c4c627d2aaf041d768162e1
  description: Personalized dashboard for tracking developer pathways, badging, and
    event registration across the Google ecosystem.
  hierarchy:
  - Developer Portals
  - Google Developers
  - Profile Dashboard
  is_microservice: false
  language: en
  last_checked: 1780352037.401625
  reputation_status: Vetted
  reputation_summary: Standard secure entrance to personal development analytics on
    Google Developers.
  resource_type: documentation
  social_preview_url: https://www.gstatic.com/devrel-devsite/prod/v6ae673272608590539f8a06b3f3271c0f5688cde07499d1c9e644aeb66c8c060/images/developer-profile-share.svg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: Google Developers Profile Dashboard
  year: '2026'
https://developers.google.com/solutions/catalog:
  addition_method: automatic
  ai_summary: A foundational, multi-disciplinary catalog containing official reference
    architectures and IaC modules. It guides cloud engineers in implementing secure,
    reliable, and compliant infrastructure blueprints, scaling across databases, application
    hosting, security networks, and hybrid deployments.
  category: uncategorized
  complexity: advanced
  content_hash: 9675d01968cc339c0bafe863fdcb924a9993fc215f763e90291270d84a9cde4c
  description: The central directory of Google-designed implementation blueprints,
    code templates, and reference architectures across multiple developer paths.
  hierarchy:
  - Cloud Architecture
  - Google Cloud Platform
  - Reference Blueprints
  - Solutions Catalog
  is_microservice: false
  language: en
  last_checked: 1780352013.434815
  reputation_status: Vetted
  reputation_summary: The official hub of proven enterprise-grade patterns and deployment
    scripts. Highly respected across cloud architects.
  resource_type: documentation
  social_preview_url: https://developers.google.com/solutions/images/dev-solutions-thumb.png
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Google for Developers Solutions Catalog
  year: '2026'
https://developers.google.com/solutions/catalog?category=aiandmachinelearning:
  addition_method: automatic
  ai_summary: An official architectural reference library documenting production patterns
    for enterprise AI applications. Includes deployment guides for model fine-tuning,
    retrieval-augmented generation (RAG), vector database optimization, and end-to-end
    MLOps pipeline structures on Google Cloud Platform.
  category: ai-agents-mcp
  complexity: advanced
  content_hash: d65660ff745ada673232e2abfa626a32461fb116d8b6bf563dbc8085454e1e57
  description: A catalog of ready-to-deploy architectural patterns, sample implementations,
    and design guides for machine learning workloads.
  hierarchy:
  - Cloud Infrastructure
  - AI and Machine Learning
  - Design Patterns
  - Solutions Catalog
  is_microservice: false
  language: en
  last_checked: 1780352013.434762
  reputation_status: Vetted
  reputation_summary: Google's authoritative blueprint catalog for AI, highly trusted
    by enterprise cloud architects seeking repeatable reference code.
  resource_type: documentation
  social_preview_url: https://developers.google.com/solutions/images/dev-solutions-thumb.png
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Google for Developers Solutions Catalog - AI and Machine Learning
  year: '2026'
https://developers.google.com/solutions/catalog?language=python:
  addition_method: automatic
  ai_summary: A curated index of production-ready Python blueprints for system automation
    and software engineering on Google platforms. Features structured configurations,
    pipeline architectures, and library standards optimized for performance, security,
    and cloud scalability.
  category: python
  complexity: intermediate
  content_hash: 579c78c9cbf996783c52c5f4ff07d01246fb3a317cdde129fa9ab47033bf80e1
  description: Curated reference solutions and automated deployment configurations
    utilizing Python across Google Cloud and APIs.
  hierarchy:
  - Software Development
  - Python
  - Reference Architectures
  - Solutions Catalog
  is_microservice: false
  language: en
  last_checked: 1780352013.434794
  reputation_status: Vetted
  reputation_summary: A curated selection of Python code templates and integration
    patterns supported directly by Google Developer relations.
  resource_type: documentation
  social_preview_url: https://developers.google.com/solutions/images/dev-solutions-thumb.png
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Google for Developers Solutions Catalog - Python Solutions
  year: '2026'
https://developers.googleblog.com/2015/02/introducing-grpc-new-open-source-http2.html:
  addition_method: manual
  content_hash: bcc1ed479a6194711afb162a9c0881af63c0981252a324b7d774e66cf95ade77
  description: ''
  health_score: 100.0
  last_checked: 1779034309.388981
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.googleblog.com: Introducing gRPC, a new open source HTTP/2 RPC''
    Framework'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.googleblog.com:
    Introducing gRPC, a new open source HTTP/2 RPC'' Framework in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.googleblog.com/build-long-running-ai-agents-that-pause-resume-and-never-lose-context-with-adk:
  addition_method: automatic
  ai_summary: 'This technical deep-dive introduces the architectural patterns required
    to transition from stateless chatbots to production-grade, long-running AI agents
    using Google''s Agent Development Kit (ADK). Key architectural concepts covered
    include:

    * **Durable State Machines**: Managing multi-step asynchronous processes over
    extended cycles.

    * **Persistent Session Storage**: Retaining complete execution state across service
    recycles and idle timeouts.

    * **Event-Driven Webhooks**: Enabling agents to wake on external events and seamlessly
    delegate sub-tasks within enterprise environments.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 3bd93adc62ee24fa759a5270d0df9c9c79d2c34641c37375cd0d6b295f96cab4
  description: Learn how to build production-grade, stateful AI agents using Google's
    Agent Development Kit (ADK) to handle multi-day enterprise workflows.
  hierarchy:
  - AI
  - AI Agents
  - State Orchestration
  - Agent Development Kit (ADK)
  is_microservice: false
  language: en
  last_checked: 1780352849.031614
  reputation_status: Vetted
  reputation_summary: Well-received architectural guide providing concrete patterns
    for persistent state management in enterprise-grade agent workflows.
  resource_type: Guide
  social_preview_url: ''
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ai-agents-mcp
  tags:
  - '[GUIDE]'
  - '[ENTERPRISE-STABLE]'
  title: Build Long-running AI agents that pause, resume, and never lose context with
    ADK
  year: '2026'
? https://developers.googleblog.com/one-year-of-innovation-celebrating-100k-members-in-the-google-cloud-x-nvidia-developer-community
: addition_method: automatic
  ai_summary: Celebrates the one-year anniversary and 100k-member milestone of the
    joint Google Cloud and NVIDIA developer community. This resource aggregates curated
    learning paths, engineering webinars, and architectural blueprints for deploying
    production-ready agentic AI and optimizing large language models (LLMs) on NVIDIA-accelerated
    GCP infrastructure.
  category: uncategorized
  complexity: Beginner
  content_hash: 5f4fcfe9b69ee8f138479391ef0a23e3ea1987cb95cfc34856ea8c6bde0e667d
  description: Celebrating one year of the Google Cloud and NVIDIA developer community,
    now 100,000 members strong.
  hierarchy:
  - Public Cloud Solutions
  - Google Cloud Platform
  - AI Infrastructure
  is_microservice: false
  language: en
  last_checked: 1780352292.588396
  reputation_status: Vetted
  reputation_summary: Well-received enterprise community initiative supporting multi-node
    GPU clustering and LLM fine-tuning patterns on Google Cloud.
  resource_type: blog
  social_preview_url: ''
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  title: 'One Year of Innovation: Celebrating 100k Members in the Google Cloud x NVIDIA
    Developer Community'
  year: '2026'
https://developers.openai.com/codex/app/computer-use:
  addition_method: automatic
  ai_summary: The OpenAI Codex computer use capability allows the AI agent to interact
    directly with macOS and Windows graphical user interfaces by interpreting screen
    pixels and accessibility APIs. It enables hands-free execution of complex desktop
    workflows such as media editing, settings configurations, and browser automation
    without requiring application-specific APIs. Security is maintained through robust,
    user-configurable app-by-app permissions and explicit prompt validation hooks.
  category: ai-agents-mcp
  complexity: advanced
  content_hash: ed79031a20a27dfd4a2a87775cff9338bffcb8d2b942d307043c06414d4811d1
  description: With computer use, Codex can see and operate graphical user interfaces
    on macOS or Windows.
  hierarchy:
  - Artificial Intelligence
  - AI Agents
  - Computer Use
  - GUI Automation
  is_microservice: false
  language: en
  last_checked: 1780352454.11968
  reputation_status: Vetted
  reputation_summary: Highly anticipated and well-received official feature enabling
    OpenAI Codex to interact with local systems via screen capture and accessibility
    API controls on macOS and Windows.
  resource_type: documentation
  social_preview_url: https://developers.openai.com/og/codex/app/computer-use.png
  source_provenance: X.com (OpenAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  - '[EMERGING]'
  title: Computer Use - Codex App | OpenAI Developers
  year: '2026'
https://developers.redhat.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Red Hat's dedicated developer portal providing comprehensive access
    to tools, sandboxes, and cloud-native frameworks like Quarkus and Spring on Kubernetes.
    It bridges the gap between raw cluster endpoints and developer workflows. In 2026,
    it serves as a cornerstone educational hub for enterprise software engineers.
  language: English
  resource_type: Developer Portal
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Developer Experience
  - Red Hat Ecosystem
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "developers.redhat.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift.md
  last_checked: 1781736112.278916
https://developers.redhat.com/articles/2021/05/17/integrating-systems-apache-camel-and-quarkus-red-hat-openshift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An enterprise integration guide illustrating how running Apache Camel
    on Quarkus on Red Hat OpenShift delivers sub-second cold starts and minimal memory
    consumption, ideal for resource-constrained Kubernetes environments.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Enterprise Integration
  - Camel Quarkus
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Integrating systems with Apache Camel and Quarkus
    on Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/articles/2021/05/19/micropipenv-installing-python-dependencies-containerized-applications:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces `micropipenv`, a lightweight CLI tool designed to run within
    container engines. It efficiently resolves and installs locked dependencies from
    Pipfile, poetry.lock, or requirements.txt files without installing bulky build
    wrappers, optimizing image sizes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Python Packaging
  - Docker Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "developers.redhat.com: micropipenv: Installing Python dependencies in containerized
    applications \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://developers.redhat.com/articles/2021/05/20/shenandoah-garbage-collection-openjdk-16-concurrent-reference-processing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: In-depth technical breakdown of Shenandoah GC's concurrent reference
    processing capabilities in OpenJDK 16. Details how reducing concurrent STW (Stop-The-World)
    phases minimizes millisecond-level tail latencies for highly parallel microservices.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - JVM Architecture
  - Memory Management
  - Garbage Collection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Shenandoah garbage collection in OpenJDK 16: Concurrent
    reference processing'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://developers.redhat.com/articles/2021/05/21/build-your-own-rpm-package-sample-go-program:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Walkthrough detailing how to compile a Go-based binary and pack it into
    a redistributable RPM using SPEC files. Crucial for enterprise deployments on
    RHEL-based target nodes, bridging the gap between local application builds and
    native package lifecycle management.
  language: Go
  resource_type: Developer Guide
  complexity: Advanced
  hierarchy:
  - Linux
  - Packaging
  - RPM
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Build your own RPM package with a sample Go program
    to simplify installing, updating, or removing a piece of software'
  addition_method: manual
  v2_locations:
  - linux.md
https://developers.redhat.com/articles/2021/05/24/build-lean-java-containers-new-red-hat-universal-base-images-openjdk-runtime:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes how to compile slim Java runtime layers using Red Hat Universal
    Base Images (UBI) OpenJDK templates. Emphasizes security compliance, footprint
    reduction, and performance optimizations for enterprise microservice platforms.
  language: Dockerfile
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Base Images
  - Universal Base Image
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Build lean Java containers with the new Red Hat Universal
    Base Images OpenJDK runtime images \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/articles/2021/05/24/deploy-helm-charts-jenkins-cicd-red-hat-openshift-4:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Developer workflow demonstrating automated packaging and continuous
    delivery of Helm charts using Jenkins pipelines in OpenShift 4. Reviews the integration
    of enterprise security constraints and build processes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Continuous Integration
  - CI-CD Pipelines
  - Red Hat OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "developers.redhat.com: Deploy Helm charts with Jenkins CI/CD in Red Hat
    OpenShift 4 \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
  - demos.md
https://developers.redhat.com/articles/2021/05/25/red-hat-universal-base-image-and-docker-hub-why-should-developers-care:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An informative article analyzing the strategic importance of hosting
    Red Hat Universal Base Images on Docker Hub. It highlights how developers benefit
    from instant access to cryptographically signed, compliant, and regularly updated
    base layers that easily pass enterprise security audits. The piece underscores
    the role of UBI in eliminating legal and performance compliance issues across
    environments.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Infrastructure
  - Containerization
  - Base Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Red Hat Universal Base Image and Docker Hub: Why
    should developers care?'
  addition_method: manual
  v2_locations:
  - docker.md
https://developers.redhat.com/articles/2021/06/14/application-modernization-patterns-apache-kafka-debezium-and-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep technical dive into change data capture (CDC) as an application
    modernization accelerator. Demonstrates how combining Debezium, Apache Kafka,
    and Kubernetes enables seamless database-to-database replication and asynchronous
    microservice integration.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Modernization
  - CDC Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Application modernization patterns with Apache Kafka,
    Debezium, and Kubernetes'
  addition_method: manual
  v2_locations:
  - introduction.md
https://developers.redhat.com/articles/2021/06/18/perform-kaniko-build-red-hat-openshift-cluster-and-push-image-registry:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029267.869174
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A specialized technical guide illustrating how to execute secure, unprivileged
    container image builds using Kaniko within a Red Hat OpenShift cluster. It explains
    how to bypass Docker-daemon dependencies by using Kaniko's user-space execution
    model.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Image Building
  - In-Cluster Builds
  - Educational Material
  is_microservice: false
  title: 'developers.redhat.com: Perform a kaniko build on a Red Hat OpenShift cluster''
    and push the image to a registry'
https://developers.redhat.com/articles/2021/06/25/making-java-programs-cloud-ready-part-1-incremental-approach-using-jakarta-ee:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates an incremental migration strategy to transition legacy
    monolithic Java applications into cloud-ready deployments using Jakarta EE and
    Eclipse MicroProfile. It outlines how to integrate lightweight container metrics,
    externalized configurations, and standard health indicators into existing systems.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Java
  - Cloud Migration
  - Modernization
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Making Java programs cloud-ready, Part 1: An incremental
    approach using Jakarta EE and MicroProfile'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
? https://developers.redhat.com/articles/2021/06/28/making-java-programs-cloud-ready-part-2-upgrade-legacy-java-application-jakarta
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Part two of the cloud migration series, illustrating technical procedures
    for refactoring legacy code bases to Jakarta EE. It covers deep-level migration
    from `javax` to `jakarta` namespaces, addressing dependency updates, persistence
    adjustments, and deployment optimizations within Kubernetes contexts.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Java
  - Cloud Migration
  - Namespace Migration
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Making Java programs cloud-ready, Part 2: Upgrade
    the legacy Java application to Jakarta EE'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/articles/2021/06/30/implementing-apache-activemq-style-broker-meshes-apache-artemis:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical guide on constructing high-availability broker meshes using
    Apache Artemis on enterprise infrastructure. It details configuration strategies
    for clustering, store-and-forward replication, and dynamic queue load balancing.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Message Brokers
  - Clustering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Implementing Apache ActiveMQ-style broker meshes
    with Apache Artemis'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/articles/2021/07/01/how-expose-websocket-endpoint-using-red-hat-3scale-api-management:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly technical guide demonstrating gateway configurations needed
    to establish persistent WebSocket connections through the 3scale API gateway.
    Discusses protocol upgrading, timeout values, and scaling metrics.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Architecture
  - API Management
  - Persistent Connections
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: How to expose a WebSocket endpoint using Red Hat
    3scale API Management'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://developers.redhat.com/articles/2021/07/01/resteasy-reactive-and-more-quarkus-20:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explores the design of RESTEasy Reactive, a completely overhauled, non-blocking
    HTTP layer introduced in Quarkus 2.0. By running directly on the Vert.x event
    loop without context switching, it yields a dramatic leap in performance and concurrent
    connection management. This architectural evolution cemented Quarkus as a leader
    in high-performance reactive API frameworks.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Reactive Architecture
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: RESTEasy Reactive and more in Quarkus 2.0'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/articles/2021/07/07/getting-started-red-hat-openshift-streams-apache-kafka:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032543.441995
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: Getting started with Red Hat OpenShift Streams for''
    Apache Kafka'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    Getting started with Red Hat OpenShift Streams for'' Apache Kafka in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/articles/2021/07/07/managing-api-life-cycle-event-driven-architecture-practical-approach:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the lifecycle of asynchronous APIs in scale architectures.
    Proposes using AsyncAPI specifications alongside Schema Registries to maintain
    strict schema enforcement, contract versioning, and unified developer portal configurations.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Schema Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Managing the API life cycle in an event-driven architecture:
    A practical approach \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/articles/2021/07/08/troubleshooting-application-performance-red-hat-openshift-metrics-part-1:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Part 1 of an observability series discussing the performance requirements
    of gathering application telemetry in OpenShift. Outlines the infrastructure metrics,
    agent resource targets, and storage patterns required for steady operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Observability Frameworks
  - Telemetry Metrics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Troubleshooting application performance with Red
    Hat OpenShift metrics, Part 1: Requirements'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/articles/2021/07/16/how-secure-apache-kafka-schemas-red-hat-integration-service-registry-20:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step security implementation guide demonstrating how to protect
    schema registries using the Red Hat Integration Service Registry. Details how
    to configure fine-grained Access Control Lists (ACLs) and enforce authorization
    rules.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Schema Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: How to secure Apache Kafka schemas with Red Hat Integration
    Service Registry 2.0'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/articles/2021/07/20/deploy-nodejs-applications-red-hat-openshift-helm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Hands-on guide focusing on containerizing and deploying Node.js microservices
    to OpenShift 4 using Helm charts. Covers localized template customization and
    resource quota alignments for developer-driven environments.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Enterprise Platforms
  - Red Hat OpenShift
  - Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Deploy Node.js applications to Red Hat OpenShift
    with Helm'
  addition_method: manual
  v2_locations:
  - helm.md
https://developers.redhat.com/articles/2021/07/21/bootstrap-gitops-red-hat-openshift-pipelines-and-kam-cli:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Illustrates how to bootstrap secure GitOps setups on OpenShift using
    the GitOps Application Manager (kam) CLI. Standardizes repository structures to
    align application delivery pipelines with GitOps models.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - GitOps
  - kam CLI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Bootstrap GitOps with Red Hat OpenShift Pipelines
    and kam CLI'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/articles/2021/07/23/jdk-flight-recorder-support-graalvm-native-image-journey-so-far:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights runtime monitoring capabilities for Ahead-of-Time (AOT) compiled
    Java applications. Explains how native binaries built with GraalVM leverage JFR
    events to expose custom runtime execution metrics.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - JVM Architecture
  - Ahead-of-Time Compilation
  - Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "developers.redhat.com: JDK Flight Recorder support for GraalVM Native Image:
    The journey so far \U0001F31F"
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://developers.redhat.com/articles/2021/07/26/modernizing-applications-apache-camel-javascript-and-red-hat-openshift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines legacy integration strategies and modern microservices orchestration
    utilizing Apache Camel K (native integrations) coupled with Node.js/JavaScript
    on Red Hat OpenShift. Discusses enterprise integration patterns (EIPs) within
    modern container systems.
  language: JavaScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Modernization
  - Integration Frameworks
  - OpenShift & Camel
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Modernizing applications with Apache Camel, JavaScript,
    and Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/articles/2021/07/29/troubleshooting-application-performance-red-hat-openshift-metrics-part-4:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Part 4 of an diagnostics series focusing on scraping application targets
    and debugging latency. Shows how to use the built-in PromQL interface on OpenShift
    to trace application runtime anomalies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Observability Frameworks
  - Telemetry Metrics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Troubleshooting application performance with Red
    Hat OpenShift metrics, Part 4: Gathering performance metrics'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/articles/2021/07/30/customer-suggestions-improved-cicd-red-hat-openshift:
  addition_method: manual
  last_checked: 1781736112.898688
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/articles/2021/08/03/managing-gitops-control-planes-secure-gitops-practices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses access control models, repository structure strategies, and
    network isolation policies to harden GitOps control planes. Assures that malicious
    code or human errors are contained safely within individual tenant boundaries.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Platform Security
  - GitOps Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Managing GitOps control planes for secure GitOps
    practices \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/articles/2021/08/04/managing-stateful-applications-kubernetes-operators-golang:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An enterprise guide mapping the management of stateful database engines
    inside Kubernetes using Go-based operators. Highlights local volume binding, replication
    coordination, and automatic failovers. Reconciled with 2026 patterns, this forms
    the underlying theory for stateful database-as-a-service (DBaaS) offerings on
    Kubernetes.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Extension
  - Stateful Applications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Managing stateful applications with Kubernetes Operators
    in Golang \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://developers.redhat.com/articles/2021/08/04/opening-black-boxes-statement-tracing:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030658.214099
  stars: 0
  title: 'developers.redhat.com: Opening black boxes with statement tracing (SystemTap)'
  v1_locations:
  - docs/qa.md
  year: N/A
https://developers.redhat.com/articles/2021/08/11/how-maximize-data-storage-microservices-and-kubernetes-part-1-introduction:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Part one of a premium Red Hat series defining technical best practices
    for mapping microservices to underlying storage topologies. It highlights the
    strategic balance between raw database performance demands and the cloud-native
    flexibility of dynamic storage provisioning.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Stateful Applications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "developers.redhat.com: How to maximize data storage for microservices and
    Kubernetes, Part 1: An introduction \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://developers.redhat.com/articles/2021/08/11/simplify-load-balancing-api-gateways-using-red-hat-3scale-api-management:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates traffic management policies and network topologies designed
    to optimize high-performance load balancing in front of 3scale API gateways. Focuses
    on minimizing round-trip times and preventing traffic hotspots.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - API Management
  - Infrastructure Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Simplify load balancing for API gateways using Red
    Hat 3scale API Management'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://developers.redhat.com/articles/2021/08/12/build-and-deploy-microservices-kubernetes-and-dapr:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Detailed technical guide for building and running Dapr-enabled microservices
    on Red Hat OpenShift and vanilla Kubernetes. Focuses on setting up sidecars and
    microservices configurations. Current 2026 engineering practices validate this
    approach for enterprise Java/Node architectures looking to offload ingress, telemetry,
    and security concerns to the runtime.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Cloud-Native
  - Application Runtime
  - Dapr Deployment
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Build and deploy microservices with Kubernetes and
    Dapr'
  addition_method: manual
  v2_locations:
  - serverless.md
https://developers.redhat.com/articles/2021/08/20/composable-software-catalogs-kubernetes-easier-way-update-containerized:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explains how to construct and update software catalogs inside OLM. Focuses
    on the architectural design of file-based, composable software catalogs to allow
    administrators to streamline platform updates.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Operator Framework
  - Lifecycle Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Composable software catalogs on Kubernetes: An easier
    way to update containerized applications'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/articles/2021/08/26/introduction-nodejs-reference-architecture-part-5-building-good-containers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Part of Red Hat's Node.js reference architecture focusing on secure
    container images. Outlines distroless base choices, multi-stage Docker builds,
    user permissions management, and resource allocation policies for production runtimes.
  language: Markdown
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Containerization
  - Node.js Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Introduction to the Node.js reference architecture,
    Part 5: Building good containers'
  addition_method: manual
  v2_locations:
  - javascript.md
https://developers.redhat.com/articles/2021/08/30/automate-red-hat-jboss-web-server-deployments-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Automates deployment and cluster routing for enterprise Red Hat JBoss
    Web Server (JWS) environments. Illustrates how to orchestrate JBoss installations,
    execute configuration templating, and deploy Java war artifacts securely.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Application Servers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Automate Red Hat JBoss Web Server deployments with
    Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://developers.redhat.com/articles/2021/08/31/why-should-i-choose-quarkus-over-spring-my-microservices:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032368.40362
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: A detailed technical comparison explaining the advantages of Quarkus
    over Spring for cloud-native Java workloads. While Spring Boot 3 has improved
    native compilation, Quarkus remains highly competitive in 2026 for serverless
    startup time, memory footprints, and GraalVM build optimization.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Modern Java
  - Frameworks
  - Quarkus vs Spring
  is_microservice: true
  title: 'developers.redhat.com: Why should I choose Quarkus over Spring for my microservices?'
https://developers.redhat.com/articles/2021/09/01/outbox-pattern-apache-kafka-and-debezium:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An implementation walkthrough of the Transactional Outbox pattern utilizing
    Debezium and Apache Kafka. This pattern guarantees reliable, dual-write-free message
    propagation from internal microservice datastores directly to downstream Kafka
    clusters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Design Patterns
  - Transactional Outbox
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "developers.redhat.com: The outbox pattern with Apache Kafka and Debezium
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/articles/2021/09/06/improving-cicd-red-hat-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030364.696413
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "developers.redhat.com: Improving CI/CD in Red Hat OpenShift \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering developers.redhat.com:
    Improving CI/CD in Red Hat OpenShift \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/articles/2021/09/16/shenandoah-openjdk-17-sub-millisecond-gc-pauses:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This Red Hat engineering analysis covers Shenandoah GC in OpenJDK 17.
    It details how the garbage collector achieves sub-millisecond pauses by performing
    evacuation and compacting concurrently with active application threads, making
    it ideal for low-latency Java microservices.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Development
  - JVM Internals
  - Garbage Collection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Shenandoah in OpenJDK 17: Sub-millisecond GC pauses'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/articles/2021/09/20/quarkus-spring-developers-getting-started:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031559.199403
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: A practical guide helping Spring Boot developers transition to Quarkus
    by leveraging Quarkus's Spring Compatibility API. In 2026, this guide remains
    extremely relevant for migrating legacy microservices, enabling developers to
    use familiar Spring annotations under a faster Quarkus engine.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Modern Java
  - Frameworks
  - Migrations
  is_microservice: true
  title: "developers.redhat.com: Quarkus for Spring developers: Getting started \U0001F31F"
https://developers.redhat.com/articles/2021/09/21/distributed-transaction-patterns-microservices-compared:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article analyzes patterns for distributed transaction management
    in decoupled architectures. It contrasts two-phase commit (2PC) limitations with
    the Saga pattern (both orchestrated and choreographed styles), providing a practical
    guide on maintaining transactional state.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Distributed Transactions
  - Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Distributed transaction patterns for microservices
    compared'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/articles/2021/09/22/thoth-prescriptions-resolving-python-dependencies:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details 'prescriptions'—declarative rules used by Project Thoth to solve
    complex Python dependency lockups. Demonstrates automated strategies to avoid
    platform-specific bugs, secure transitive packages, and optimize base system configurations
    in container builds.
  language: Python
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Dependency Management
  - Package Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Thoth prescriptions for resolving Python dependencies'
  addition_method: manual
  v2_locations:
  - python.md
https://developers.redhat.com/articles/2021/09/27/four-reasons-developers-should-use-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines architectural benefits why software engineers should embrace
    configuration as code using Ansible. Focuses on local development environment
    parity, simplified build runners, database schema migrations, and application
    topologies.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Four reasons developers should use Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://developers.redhat.com/articles/2021/09/28/set-modcluster-red-hat-jboss-web-server-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Guides system engineers on configuring mod_cluster web server components
    inside Red Hat JBoss environments. Shows how to dynamically balance traffic routing
    paths using automated playbooks.
  language: English
  resource_type: blog_post
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Application Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Set up mod_cluster for Red Hat JBoss Web Server with
    Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://developers.redhat.com/articles/2021/10/01/new-application-samples-red-hat-openshift-48:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces new application developer templates launched in OpenShift
    4.8. Explains how developers can instantly import, test, and containerize various
    languages directly within the OpenShift developer GUI console.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Development
  - Reference Templates
  - OpenShift 4.8
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: New application samples in Red Hat OpenShift 4.8'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/articles/2021/10/04/get-started-openshift-service-registry:
  addition_method: manual
  last_checked: 1781736117.580131
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/articles/2021/10/11/get-started-openshift-service-registry:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031507.232513
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: Get started with OpenShift Service Registry'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    Get started with OpenShift Service Registry in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/articles/2021/10/11/quarkus-spring-developers-kubernetes-native-design-patterns:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029710.184883
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: Explores how Spring Boot developers can utilize Quarkus to build Kubernetes-native
    application patterns, such as direct ConfigMap/Secret binding and health probe
    automation. By 2026, native Kubernetes integration inside Java frameworks has
    significantly reduced the need for external boilerplate sidecars.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Modern Java
  - Frameworks
  - Kubernetes Integration
  is_microservice: true
  title: '==developers.redhat.com: Quarkus for Spring developers: Kubernetes-native''
    design patterns=='
https://developers.redhat.com/articles/2021/11/02/how-choose-best-java-garbage-collector:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical selection matrix mapping GC choices (G1GC, ZGC, Shenandoah,
    Serial) to enterprise architectural requirements such as maximum throughput, heap
    density, or strict SLA-bound tail latency limits.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - JVM Architecture
  - Memory Management
  - Garbage Collection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: How to choose the best Java garbage collector'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://developers.redhat.com/articles/2021/11/04/boost-throughput-resteasy-reactive-quarkus-22:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031520.708806
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: Deep-dive explaining performance gains achieved through RESTEasy Reactive
    in Quarkus 2.2+. By running non-blocking HTTP endpoints directly on the underlying
    Netty event loop, this architecture maximizes throughput. It is the default approach
    for building high-scale Java APIs in 2026.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Modern Java
  - Frameworks
  - Reactive Programming
  is_microservice: true
  title: 'developers.redhat.com: Boost throughput with RESTEasy Reactive in Quarkus''
    2.2'
https://developers.redhat.com/articles/2021/11/04/generating-pseudorandom-numbers-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Contrasts pseudorandom generation techniques against
    high-entropy secure alternatives in standard Python library spaces.

    Live Grounding: Compares standard deterministic algorithms (`random`) with cryptographically
    strong modules (`secrets`), detailing risks in key generation and security token
    architecture.'
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Cryptography & Security
  - Randomness
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Generating pseudorandom numbers in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://developers.redhat.com/articles/2021/11/15/net-60-now-available-rhel-and-openshift:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Announces native Red Hat Enterprise Linux (RHEL) and OpenShift support
    for .NET 6. Focuses on pre-configured, secure container base images and integration
    setups that simplify enterprise deployments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - .NET Framework
  - RHEL Support
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: .NET 6 now available for RHEL and OpenShift'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://developers.redhat.com/articles/2021/11/15/red-hat-software-collections-38-and-red-hat-developer-toolset-11-now-generally:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Release summary detailing Red Hat Software Collections 3.8 and Developer
    Toolset 11. Explains runtime lifecycle considerations, package availability, and
    GCC version upgrades for building enterprise software on RHEL platforms.
  language: C/C++
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Enterprise Operating Systems
  - Software Collections
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Red Hat Software Collections 3.8 and Red Hat Developer
    Toolset 11 now generally available'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://developers.redhat.com/articles/2021/11/18/build-and-store-universal-application-images-openshift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive on compiling security-focused container images using Buildah
    on OpenShift. Highlights how Buildah bypasses Docker daemon requirements, maintaining
    tight compliance bounds and minimizing vulnerabilities in CI/CD environments.
  language: Shell
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Development
  - Base Images
  - Buildah
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Build and store universal application images on OpenShift
    (with Buildah)'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/articles/2021/11/22/bring-your-kubernetes-workloads-edge:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guide on scaling down and adapting standard containerized workloads
    to small, resource-constrained edge computing environments. It outlines storage
    optimizations and minimized memory footprint topologies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Edge Computing
  - Kubernetes Edge
  - MicroShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Bring your Kubernetes workloads to the edge'
  addition_method: manual
  v2_locations:
  - edge-computing.md
https://developers.redhat.com/articles/2021/11/23/faster-way-access-jdk-flight-recorder-data:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical review of modern JVM Flight Recorder streaming capabilities.
    It reviews strategies for consuming real-time telemetry events via Java in-memory
    APIs, offering low-latency, zero-overhead diagnostic monitoring without relying
    on bulky local file dumps.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Java Virtual Machine
  - Diagnostics and Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: A faster way to access JDK Flight Recorder data'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://developers.redhat.com/articles/2021/11/30/modernizing-enterprise-java-cloud-native-guide-developers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A developer-focused modernization guide published by Red Hat for refactoring
    monolithic enterprise Java workloads into modern cloud native applications. It
    discusses migrating to Quarkus, adopting reactive architectures, and optimizing
    containers for Kubernetes.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Development
  - Cloud Native Java
  - Modernization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Modernizing Enterprise Java: A cloud native guide
    for developers'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/articles/2021/12/06/improve-your-kafka-connect-builds-debezium:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operational guide focusing on optimizing Kafka Connect builds when
    integrating Debezium connectors. It provides best practices for crafting container
    images via Kubernetes operators and custom resources (CRDs) to guarantee deterministic
    dependency resolution and streamlined cluster deployments.
  language: YAML
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Change Data Capture
  - Kafka Connect
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Improve your Kafka Connect builds of Debezium.'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/articles/2021/12/13/remote-debugging-kubernetes-using-vs-code:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031425.525653
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: A detailed architectural guide by Red Hat outlining remote debugging
    topologies for containerized apps on Kubernetes using VS Code. Instructs on configuring
    port-forwarding and Delve/gdb configurations inside remote pods.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native Development
  - Kubernetes
  - Remote Debugging
  is_microservice: true
  title: '==developers.redhat.com: Remote debugging on Kubernetes using VS Code=='
https://developers.redhat.com/articles/2021/12/16/secure-your-kubernetes-deployments-ebpf:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details how eBPF (Extended Berkeley Packet Filter) technology shifts
    the runtime security paradigm away from heavy, sidecar-based observability architectures.
    Demonstrates writing and attaching kernel sandboxed utilities to track execution
    and networking footprints with minimal CPU overhead. Crucial reading for high-scale,
    security-conscious platform teams.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Runtime Security
  - eBPF
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Secure your Kubernetes deployments with eBPF'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://developers.redhat.com/articles/2022/01/11/5-design-principles-microservices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Outlines five core engineering principles foundational to sustainable
    microservices: single responsibility boundaries, loose coupling, data isolation,
    failure-resilient architecture, and robust observability.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Design Principles
  - Core Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: 5 design principles for microservices'
  addition_method: manual
  v2_locations:
  - introduction.md
https://developers.redhat.com/articles/2022/01/13/developers-guide-cicd-and-gitops-jenkins-pipelines:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'A developer-focused guide by Red Hat covering best practices for declarative
    pipelines and GitOps strategies. *Curator Insight*: Red Hat pipeline strategy.
    *Live Grounding*: Highly valuable blueprint for organizations looking to integrate
    legacy Jenkins setups with GitOps loops.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD Pipelines
  - Pipeline Patterns
  - GitOps
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: A developer''s guide to CI/CD and GitOps with Jenkins
    Pipelines'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://developers.redhat.com/articles/2022/01/17/reduce-size-container-images-dockerslim:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Red Hat's analysis of the DockerSlim command utility. Discusses dynamically
    tracing operational execution paths to securely remove unused operating system
    components.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Containers
  - Developer Tooling
  - Image Compacting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Reduce the size of container images with DockerSlim'
  addition_method: manual
  v2_locations:
  - docker.md
https://developers.redhat.com/articles/2022/02/02/protect-secrets-git-cleansmudge-filter:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Explains the deployment of Git clean/smudge filters as a local workstation
    guardrail. This configuration transparently encrypts and decrypts sensitive file
    values during Git staging and checkout processes, preventing accidental upstream
    exposure of raw development secrets.
  language: Bash
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Developer Tooling
  - Git Secrets Security
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Protect secrets in Git with the clean/smudge filter'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://developers.redhat.com/articles/2022/03/10/which-better-single-kafka-cluster-rule-them-all-or-many:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the core architectural debate of running a unified, enterprise-wide
    Kafka cluster versus provisioning multiple, isolated, application-specific clusters.
    Evaluates resource isolation, operational support overhead, and data security
    boundaries.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Topology & Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Which is better: A single Kafka cluster to rule them
    all, or many?'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/articles/2022/06/20/8-open-source-kubernetes-security-tools:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029138.280676
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: Evaluates eight open-source security utilities critical for securing
    containerized environments. Highlights runtime threat detectors, IaC scanners,
    policy compliance checkers, and secrets managers, discussing deployment strategies
    for secure platform engineering.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Curation
  is_microservice: false
  title: 'developers.redhat.com: 8 open source Kubernetes security tools'
https://developers.redhat.com/articles/2022/07/20/git-workflows-best-practices-gitops-deployments:
  description: "- Separate your repositories\n    - Separate development in directories,
    not branches\n    - Trunk-based development\n    - Pay attention to policies and
    security"
  year: '2022'
  stars: 0
  ai_summary: Presents definitive repo workflow practices for GitOps environments.
    Strongly advocates separating development source repositories from declarative
    configuration repositories, employing trunk-based workflows, and defining clear
    access policies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Git best practices: Workflows for GitOps deployments
    | Christian Hernandez \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://developers.redhat.com/articles/2022/08/30/kubernetes-101-developers-names-ports-yaml-files-and-more:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A tactical developer-focused tutorial outlining basic components inside
    YAML manifests. Focuses on proper configuration of port mappings, naming strategies,
    and setting selector fields to establish stable intra-cluster communication.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Developer Workflows
  - API Objects
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Kubernetes 101 for developers: Names, ports, YAML
    files, and more'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://developers.redhat.com/articles/2022/09/07/how-set-your-gitops-directory-structure:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides actionable guidance on configuring folder and directory hierarchies
    in GitOps repositories. Demonstrates setting up Kustomize base folders and environment
    overlays to maintain clean, scalable infrastructure models.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Repository Structure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: How to set up your GitOps directory structure | Christian
    Hernandez \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://developers.redhat.com/articles/2022/09/27/end-end-field-level-encryption-apache-kafka-connect:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines cryptography techniques for implementing field-level encryption
    (FLE) on streaming data using Kafka Connect. Demonstrates how to securely intercept
    and encrypt sensitive PII fields before they are persisted on Kafka's physical
    broker logs.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka Connect
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: End-to-end field-level encryption for Apache Kafka
    Connect'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/articles/2022/10/24/podman-expands-desktop:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Introduces the official release of Podman Desktop, analyzing its architecture
    and how it simplifies unprivileged container management on Windows, macOS, and
    Linux. It covers packaging local engines and pod configuration tools.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Graphical User Interfaces
  - Podman Desktop
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Podman expands to the Desktop'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://developers.redhat.com/articles/2022/10/25/how-install-vms-and-ansible-automation-platform-mac-m1:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed engineering guide for configuring local VM environments and
    deploying Red Hat Ansible Automation Platform (AAP) on Apple Silicon (M1/M2) hardware.
    Demonstrates hypervisor compatibility layers and target architecture translation.
  language: English
  resource_type: documentation
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Ansible Platforms
  - Local Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: How to install VMs and Ansible Automation Platform
    on Mac M1'
  addition_method: manual
  v2_locations:
  - ansible.md
https://developers.redhat.com/articles/2022/12/20/gitops-cookbook-kubernetes-automation-practice:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical cookbook demonstrating real-world automation recipes for
    Red Hat OpenShift and vanilla Kubernetes. Emphasizes declarative setup patterns
    using ArgoCD, helm-based packages, and Kustomize patches for microservice deployments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Automation Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: GitOps Cookbook: Kubernetes automation in practice'
  addition_method: manual
  v2_locations:
  - gitops.md
https://developers.redhat.com/articles/2023/01/04/how-use-fabric8-java-client-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Red Hat developer resource demonstrating basic and advanced namespace
    manipulations, cluster watches, and credential configurations. This workflow establishes
    container-aware runtime environments for enterprise-grade JVM deployments.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes Development
  - Java SDKs
  - Fabric8 API
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: How to use Fabric8 Java Client with Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://developers.redhat.com/articles/2023/01/24/how-generate-code-using-fabric8-kubernetes-client:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Step-by-step tutorial explaining how to programmatically generate Java
    models, types, and custom Domain-Specific Languages (DSL) from cluster-registered
    CRDs using the Fabric8 Java Client. This technique minimizes manual boilerplate
    and guarantees strict type safety.
  language: Java
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Kubernetes Development
  - Code Generation
  - Fabric8 CRD
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: How to generate code using Fabric8 Kubernetes Client'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://developers.redhat.com/articles/2023/02/14/remote-container-development-vs-code-and-podman:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030809.068424
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Analyzes the configuration of VS Code Remote Containers utilizing Podman
    instead of Docker. Discusses handling rootless execution models, matching host/container
    UIDs, and configuring SELinux policies in secure enterprise architectures.
  language: Shell
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Remote Development & Collaborative Coding
  is_microservice: false
  title: "==developers.redhat.com: Remote container development with VS Code and Podman=='
    \U0001F31F"
https://developers.redhat.com/articles/2023/03/16/how-deploy-openshift-azure-gui-part-1:
  description: '- [developers.redhat.com: How to easily deploy OpenShift on Azure
    via GitOps, Part 2](https://developers.redhat.com/articles/2023/03/17/deploy-openshift-azure-gitops-part-2)'
  year: '2023'
  stars: 0
  ai_summary: Guides users through simple graphical deployment options for Azure Red
    Hat OpenShift (ARO) inside the Microsoft Azure Portal.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Public Cloud
  - ARO Console
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: How to easily deploy OpenShift on Azure using a GUI,
    Part 1'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/articles/2023/03/17/deploy-openshift-azure-gitops-part-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031494.553728
  stars: 0
  title: 'developers.redhat.com: How to easily deploy OpenShift on Azure via GitOps,''
    Part 2'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://developers.redhat.com/articles/2024/06/06/enhance-kubernetes-deployment-efficiency-argo-cd-and-applicationset:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Deep technical review of optimization practices when deploying large-scale
    software footprints using ApplicationSets. Outlines how to maximize rendering
    efficiency, prevent performance bottlenecks, and design clean matrix-based generators.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - ApplicationSets
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Enhance Kubernetes deployment efficiency with Argo
    CD and ApplicationSet'
  addition_method: manual
  v2_locations:
  - argo.md
https://developers.redhat.com/articles/2025/06/25/how-kruize-optimizes-openshift-workloads:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Technical review explaining how the Kruize Autotune project leverages
    prometheus metrics to autonomously profile and adjust microservices allocations
    on enterprise OpenShift clusters.
  language: Java
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Performance Engineering
  - Kubernetes Optimization
  - Autonomous Tuning
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: How Kruize Optimizes OpenShift Workloads
  addition_method: manual
  v2_locations:
  - openshift.md
  - kubernetes-tools.md
https://developers.redhat.com/articles/quarkus-quick-start-guide-kubernetes-native-java-stack:
  description: ''
  year: '2019'
  stars: 4
  ai_summary: Quick-start tutorial covering development environment setup, live reloading
    capabilities, and native compilation commands with Quarkus. Explains the differences
    between build-time optimizations (pioneered by Quarkus) and execution-time reflections
    (traditionally used by Spring). Excellent resource for developers seeking an immediate
    taste of Quarkus's superior developer feedback loops.
  language: Java
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Fundamentals
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Quarkus: A quick-start guide to the Kubernetes-native
    Java stack'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/articles/ubi-faq:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A comprehensive FAQ resource answering technical queries regarding Red
    Hat UBI redistribution rights, support channels, and package installation configurations.
    Explains differences between standard, minimal, and micro base layers to help
    developers choose the right runtime footprint.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Image Optimization
  - Red Hat UBI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: RH Universal Base Image FAQ
  addition_method: manual
  v2_locations:
  - container-managers.md
https://developers.redhat.com/blog:
  addition_method: manual
  last_checked: 1781735879.396074
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - caching.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/blog/2016/03/09/more-about-docker-images-size:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: An early framework mapping out compilation footprint problems in old
    monolithic images. Highlights how layer auditing techniques set up today's industry
    multi-stage patterns.
  language: N/A
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Containers
  - Build Optimization
  - Historical Context
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Keep it small: a closer look at Docker image sizing'
  addition_method: manual
  v2_locations:
  - docker.md
https://developers.redhat.com/blog/2017/08/16/troubleshooting-java-applications-on-openshift:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: Guides developers on using Jolokia, an HTTP/JSON bridge for JMX, to
    securely query and troubleshoot Java microservices deployed inside Red Hat OpenShift
    pods.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Monitoring
  - Java JMX
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Troubleshooting java applications on openshift (Jolokia)'
  addition_method: manual
  v2_locations:
  - ocp3.md
  - monitoring.md
https://developers.redhat.com/blog/2017/10/05/jdbc-master-slave-persistence-setup-activemq-using-postgresql-database:
  description: ''
  year: '2017'
  stars: 3
  ai_summary: An older but architecturally important guide addressing the configuration
    of JDBC Master-Slave persistence topologies in ActiveMQ using a PostgreSQL database.
    It outlines database locking strategies to coordinate high-availability failover
    configurations.
  language: YAML
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - ActiveMQ Artemis
  - Persistence
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: JDBC Master-Slave Persistence setup with Activemq
    using Postgresql database'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2018/02/22/container-terminology-practical-introduction:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A classic Red Hat reference guide clarifying container terms including
    namespaces, cgroups, images, registries, runtimes (OCI, CRI), and orchestration
    layers. It provides standard technical definitions required to construct, run,
    and manage container architectures without proprietary runtime locks.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Containerization
  - Fundamentals
  - Terminology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: A Practical Introduction to Container Terminology
  addition_method: manual
  v2_locations:
  - container-managers.md
https://developers.redhat.com/blog/2018/05/30/3scale-api-gateway-policies:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Outlines the declarative system for defining gateway routing rules and
    header manipulation schemas inside 3scale API Management without updating custom
    Lua scripts. Details deployment configurations for standard enterprise security
    controls.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - Red Hat Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Adding API Gateway Policies Now Easier With Red Hat 3scale API Management
  addition_method: manual
  v2_locations:
  - developerportals.md
https://developers.redhat.com/blog/2018/06/28/why-kubernetes-is-the-new-application-server:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: This guide analyzes the transition from traditional enterprise application
    servers (like JBoss or WebSphere) to Kubernetes. It positions Kubernetes as the
    modern application server, handling routing, state management, and lifecycle patterns
    natively.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Architecture
  - Containerization
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Why Kubernetes is The New Application Server'
  addition_method: manual
  v2_locations:
  - introduction.md
https://developers.redhat.com/blog/2018/08/29/intro-to-podman:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: An introductory engineering guide presenting Podman's design philosophies.
    It outlines the core mechanics of running daemonless containers, using standard
    alias configs to replace traditional docker systems, and managing container storage
    within unprivileged user directories.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Containerization
  - Container Engines
  - Daemonless Execution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Intro to Podman
  addition_method: manual
  v2_locations:
  - container-managers.md
https://developers.redhat.com/blog/2018/09/24/the-future-of-java-and-openjdk-updates-without-oracle-support:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Red Hat's strategic statement on taking over the stewardship of OpenJDK
    updates (specifically JDK 8 and JDK 11) after Oracle's support cycles. It outlines
    Red Hat's commitment to community-driven, enterprise-grade, open-source Java runtimes
    suitable for cloud native microservices.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Java Ecosystem
  - OpenJDK Support
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: The future of Java and OpenJDK updates without Oracle
    support'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2018/09/26/source-versus-binary-s2i-workflows-with-red-hat-openshift-application-runtimes:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Structural analysis of S2I builders, explaining how source repositories
    are dynamically injected into standardized runtime base images to produce highly
    secure production containers.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD & DevOps
  - Source-To-Image
  - OpenShift S2I Workflow
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Source versus binary S2I workflows with Red Hat OpenShift
    Application Runtimes'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://developers.redhat.com/blog/2018/10/12/securing-net-core-on-openshift-using-https:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Guides engineers through configuring ASP.NET Core microservices with
    end-to-end TLS encryption on OpenShift. Discusses dynamic integration of local
    server certificates using OpenShift's service serving certificates feature.
  language: C#
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Encryption
  - .NET Core
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Securing .NET Core on OpenShift using HTTPS'
  addition_method: manual
  v2_locations:
  - ocp3.md
https://developers.redhat.com/blog/2018/11/15/rhel8-introducing-appstreams:
  addition_method: manual
  last_checked: 1781735922.043341
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - devel-sites.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/blog/2018/11/21/eclipse-microprofile-for-spring-boot-developers:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A mapping reference designed to help Spring Boot developers translate
    standard Spring concepts into Eclipse MicroProfile equivalents. It details how
    CDI annotation-driven injection patterns align with Spring's dependency injection
    mechanisms, easing cross-framework platform migrations.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Spring Ecosystem
  - Interoperability
  - MicroProfile
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Eclipse MicroProfile for Spring Boot developers'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2018/11/22/automated-performance-testing-kubernetes-openshift:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Outlines architectural strategies for automating load and performance
    testing within Kubernetes and Red Hat OpenShift environments. Focuses on orchestrating
    distributed test runners (like JMeter or Gatling) as cloud-native jobs, ensuring
    consistent test execution alongside CI/CD pipelines to validate platform scalability
    under synthetic load.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Performance Testing
  - Kubernetes & OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Leveraging Kubernetes and OpenShift for automated performance tests (part
    1)
  addition_method: manual
  v2_locations:
  - monitoring.md
https://developers.redhat.com/blog/2019/01/03/leveraging-openshift-or-kubernetes-for-automated-performance-tests-part-2:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Explores the construction of an end-to-end monitoring pipeline using
    Prometheus and Grafana to capture system-level and application-level metrics during
    automated load tests. Enables developers to pinpoint resource bottlenecks, track
    container resource usage, and analyze performance regressions dynamically.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Performance Testing
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Building an observability stack for automated performance tests on Kubernetes
    and OpenShift (part 2) \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://developers.redhat.com/blog/2019/02/21/podman-and-buildah-for-docker-users:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A practical handbook for developers transitionining from legacy Docker
    tooling to the modern Podman/Buildah stack. It walks through command mapping,
    registry authentications, building minimal rootless images, and deploying local
    Kubernetes-style multi-container YAML manifests.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Containerization
  - Container Engines
  - Daemonless Execution
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Podman and Buildah for Docker users \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
  - container-managers.md
https://developers.redhat.com/blog/2019/02/27/sidecars-analyze-debug-network-traffic-kubernetes-pod:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: This architectural guide demonstrates how to deploy sidecar containers
    utilizing tcpdump and Wireshark inside a pod's network namespace. Curator Insight
    highlights this as a primary debugging mechanism, while Live Grounding validates
    that injecting ephemeral debug containers via native Kubernetes primitives has
    become the 2026 standard, drastically reducing runtime overhead.
  language: Bash/YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes & OpenShift
  - Networking
  - Debugging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Using sidecars to analyze and debug network traffic in OpenShift and Kubernetes
    pods
  addition_method: manual
  v2_locations:
  - openshift.md
https://developers.redhat.com/blog/2019/05/02/get-started-with-jenkins-ci-cd-in-red-hat-openshift-4:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A structured tutorial on initializing Jenkins-driven continuous delivery
    setups in early OpenShift 4 environments. Highlights configuration, service account
    configuration, and deploying pre-packaged Jenkins templates on-cluster.
  language: Groovy
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Jenkins Pipelines
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: developers.redhat.com - Get started with Jenkins CI/CD in Red Hat OpenShift
    4
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://developers.redhat.com/blog/2019/07/08/10-tips-for-reviewing-code-you-dont-like:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Provides practical tips for reviewing code in challenging situations.
    Recommends focusing on objective structural designs, automating style checking,
    and maintaining clear communication to build strong team culture.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Code Review
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: 10 tips for reviewing code you don''t like'
  addition_method: manual
  v2_locations:
  - cicd.md
https://developers.redhat.com/blog/2019/09/05/red-hat-openshift-4-on-your-laptop-introducing-red-hat-codeready-containers:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Historical launch announcement introducing Red Hat CodeReady Containers
    (now OpenShift Local) for OpenShift 4.2. It marks the transition to Operator-driven
    OpenShift clusters running on local developer laptops. The single-node environment
    utilizes host-native hypervisors (Hyper-V, Libvirt, Hyperkit) to containerize
    all cluster control-plane workloads into a resource-constrained footprint.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platforms
  - Local Development
  - OpenShift Local
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Red Hat OpenShift 4.2 on your laptop: Introducing **Red Hat CodeReady Containers**'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2019/09/09/install-3scale-multitenant-in-7-commands:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A practical administrative guide demonstrating rapid scripting mechanisms
    to install and configure multi-tenant structures in 3scale. Promotes standardized
    deployment setups on container platforms with minimum operational footprint.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - Operations & Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: Install Red Hat 3scale and configure tenants with 7 simple commands
  addition_method: manual
  v2_locations:
  - developerportals.md
https://developers.redhat.com/blog/2019/09/12/jakarta-ee-8-the-new-era-of-java-ee-explained:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Explains the transition of Java EE to the Eclipse Foundation as Jakarta
    EE 8. While maintaining API compatibility with Java EE 8, it established the open
    governance model and vendor-neutral IP processes required for subsequent namespace
    evolution and cloud-native specification delivery.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Java
  - Jakarta EE
  - Core Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Jakarta EE 8: The new era of Java EE explained'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2019/10/02/autowire-microprofile-into-spring-with-quarkus:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Technical deep-dive showing how Quarkus facilitates the interoperability
    of MicroProfile specifications within Spring-based DI paradigms. Explains how
    developers can use familiar `@Autowired` annotations to wire MicroProfile configuration
    and telemetry systems. It illustrates Quarkus's flexible engineering approach
    toward bridging legacy Enterprise Java patterns with modern frameworks.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Interoperability
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Autowire MicroProfile into Spring with Quarkus'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2019/10/09/what-is-red-hat-universal-base-image:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Deconstructs the design of Red Hat's Universal Base Image, explaining
    its lifecycle, support commitments, and open redistribution model. It outlines
    how UBI bridges the gap between secure RHEL package dependency requirements and
    standard public distribution channels.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Image Optimization
  - Red Hat UBI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: What is Red Hat Universal Base Image?
  addition_method: manual
  v2_locations:
  - container-managers.md
https://developers.redhat.com/blog/2019/11/18/how-quarkus-brings-imperative-and-reactive-programming-together:
  description: ''
  year: '2019'
  stars: 4
  ai_summary: Technical article clarifying Quarkus's architectural strategy of unifying
    imperative and reactive paradigms on top of Eclipse Vert.x. It details how the
    engine can process traditional blocking tasks and ultra-high-performance reactive
    streams within the same runtime. This unified execution engine simplifies the
    development of resilient, non-blocking APIs without needing complex reactive boilerplate.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Reactive Programming
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: How Quarkus brings imperative and reactive programming
    together'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2019/11/19/decoupling-microservices-with-apache-camel-and-debezium:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: This guide covers the integration of Apache Camel and Debezium to decouple
    microservice database dependencies. By leveraging Camel's rich Enterprise Integration
    Patterns (EIP) to consume and route Debezium change event logs, organizations
    can eliminate dual-write risks and ensure resilient distributed transactions.
  language: Java
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Architecture
  - Microservices Patterns
  - Decoupling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Decoupling microservices with Apache Camel and Debezium'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2019/11/27/handling-angular-environments-in-continuous-delivery-with-red-hat-openshift:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Details clean patterns for deploying Angular-based web applications
    on OpenShift. Demonstrates injecting environment variables at container start
    time instead of packaging distinct, static bundles for each target environment.
  language: TypeScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - App Development
  - Frontend
  - Continuous Delivery
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Handling Angular environments in continuous delivery
    with Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - angular.md
https://developers.redhat.com/blog/2019/12/04/understanding-red-hat-amq-streams-components-for-openshift-and-kubernetes-part-1:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Explains the underlying architectural parts of AMQ Streams (Red Hat's
    enterprise packaging of the Strimzi operator). It walks engineers through utilizing
    operator mechanisms to deploy highly-secure, production-ready Kafka instances
    inside OpenShift environments.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Enterprise Messaging
  - AMQ Streams
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Understanding Red Hat AMQ Streams components for OpenShift and Kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2019/12/16/getting-started-with-red-hat-integration-service-registry:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An introductory guide to Red Hat's Service Registry, based on the Apicurio
    Registry upstream. It outlines configuration steps for maintaining schema formats
    (Avro, Protobuf, JSON) inside enterprise messaging pipelines, ensuring API contract
    governance in decoupled distributed architectures.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Schema Registry
  - Red Hat Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: Red Hat Integration service registry
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/01/01/skupper-io-let-your-services-communicate-across-kubernetes-clusters:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Skupper.io enables cross-cluster microservice communications through
    an application-level Virtual Application Network (VAN). Contrasting original claims
    of simple setups, live engineering consensus in 2026 demonstrates Skupper's high
    architectural value in enterprise hybrid clouds, routing traffic via AMQP without
    complex VPNs or firewall modifications.
  language: Go
  resource_type: Article/Tool
  complexity: Advanced
  hierarchy:
  - Kubernetes & OpenShift
  - Networking
  - Multi-Cluster
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Skupper.io: Let your services communicate across
    Kubernetes clusters'
  addition_method: manual
  v2_locations:
  - openshift.md
https://developers.redhat.com/blog/2020/01/09debugging-applications-within-red-hat-openshift-containers:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.950861
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/blog/2020/01/15installing-debugging-tools-into-a-red-hat-openshift-container-with-oc-inject:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032586.754256
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: Installing debugging tools into a Red Hat OpenShift''
    container with **oc-inject**'
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    Installing debugging tools into a Red Hat OpenShift'' container with **oc-inject**
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/blog/2020/01/22/operator-pattern-rest-api-for-kubernetes-and-red-hat-openshift:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This architectural design guide details exposing REST APIs on top of
    Kubernetes operators. It abstracts custom resource complexity into standard endpoints,
    simplifying third-party service integration.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Development
  - Kubernetes Operators
  - API Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "developers.redhat.com: Operator pattern: REST API for Kubernetes and Red
    Hat OpenShift \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2020/02/05/customizing-openshift-project-creation:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details dynamic project onboarding techniques for OpenShift administrators.
    Teaches how to configure customized templates that automatically enforce security
    contexts, default quotas, and custom networking parameters upon namespace creation.
  language: Yaml
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Platform Architecture
  - Administration
  - Automation
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Customizing OpenShift project creation \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp3.md
https://developers.redhat.com/blog/2020/02/13/openshift-actions-deploy-to-red-hat-openshift-directly-from-your-github-repository:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Technical guide on utilizing official Red Hat OpenShift GitHub Actions.
    Empowers developers to directly interface GitHub workflow pipelines with OpenShift
    clusters, deploying applications seamlessly via container commands or oc CLI bindings.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD & DevOps
  - GitOps & Pipelines
  - GitHub Actions Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: OpenShift Actions: Deploy to Red Hat OpenShift directly
    from your GitHub repository'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://developers.redhat.com/blog/2020/02/14/using-secrets-in-apache-kafka-connect-configuration:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A deep-dive technical guide addressing secret configuration in Apache
    Kafka Connect deployments on Kubernetes. It explains how to declare properties
    and read externalized secrets through configuration providers, avoiding cleartext
    passwords inside GitOps repositories.
  language: YAML
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Strimzi
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: how easy to deploy and configure a Kafka Connect
    on Kubernetes through strimziio operator and use secrets'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/03/19/testing-memory-based-horizontal-pod-autoscaling-on-openshift:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A diagnostic tutorial explaining how to design, execute, and inspect
    Horizontal Pod Autoscaler scaling metrics based on container RAM thresholds. Includes
    guidelines for generating stable test scenarios.
  language: Yaml
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Platform Architecture
  - Resource Management
  - Autoscaling
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Testing memory-based horizontal pod autoscaling on
    OpenShift \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp3.md
https://developers.redhat.com/blog/2020/03/24/red-hat-universal-base-images-for-docker-users:
  description: '- [developers.redhat.com: book: Red Hat Universal Base Images (UBI)](https://developers.redhat.com/books/red-hat-universal-base-images-ubi)'
  year: '2020'
  stars: 0
  ai_summary: This guide explains the structure, licensing, and optimization of Red
    Hat Universal Base Images (UBI) for developers using Docker or other non-RHEL
    runtimes. It showcases how UBI provides a free, secure, and enterprise-grade base
    image platform that maintains strict compatibility with Red Hat Enterprise Linux.
    It is crucial for standardizing commercial container dependencies.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Infrastructure
  - Containerization
  - Base Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Red Hat Universal Base Images for Docker users'
  addition_method: manual
  v2_locations:
  - docker.md
https://developers.redhat.com/blog/2020/03/25/low-code-microservices-orchestration-with-syndesis:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This architectural guide demonstrates how to construct and orchestrate
    low-code microservices integrations using the Syndesis platform on OpenShift.
    It highlights developer productivity pathways, showcasing visual data mapping
    and cloud-native connector deployments that bypass traditional integration boilerplate.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Integration
  - Low-Code Integration
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Low-code microservices orchestration with Syndesis'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/04/01/set-up-red-hat-amq-streams-custom-certificates-on-openshift-update:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This architectural guide details how to integrate custom TLS certificates
    with Red Hat AMQ Streams (a Strimzi-based Kafka distribution) on OpenShift. It
    focuses on replacing the auto-generated self-signed Certificate Authorities (CAs)
    with enterprise-trusted certificates for the Kafka listener endpoints. Key operations
    include configuring Listener Custom Certs and Secret mapping to secure external
    consumer and producer traffic.
  language: YAML
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Enterprise Messaging
  - Kafka on Kubernetes
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Set up **Red Hat AMQ Streams** custom certificates on OpenShift
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/04/08/why-kubernetes-native-instead-of-cloud-native:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Kubernetes-native applications go beyond merely running on containers;
    they are specifically compiled, packaged, and optimized to consume the Kubernetes
    API directly. This paradigm shift utilizes custom resource definitions (CRDs)
    and operator patterns to achieve deep platform integration, enabling smarter autoscaling
    and self-healing behaviors. Choosing Kubernetes-native architectures ensures maximum
    platform efficiency, though it increases vendor-coupling to the orchestrator.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Architecture
  - Cloud Native
  - Kubernetes Native
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Why Kubernetes native instead of cloud native? \U0001F31F"
  addition_method: manual
  v2_locations:
  - faq.md
https://developers.redhat.com/blog/2020/04/10/migrating-a-spring-boot-microservices-application-to-quarkus:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A comprehensive step-by-step case study illustrating how to port an
    existing Spring Boot microservice over to Quarkus. It evaluates performance deltas
    including container startup times, base memory utilization, and throughput differences
    post-migration. Ideal reference material for enterprise architects planning modernization
    and optimization initiatives.
  language: Java
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Migration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Migrating a Spring Boot microservices application
    to Quarkus'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2020/04/13/red-hat-data-grid-8-0-brings-new-server-architecture-improved-rest-api-and-more:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Technical release evaluation showcasing Red Hat Data Grid 8.0's updated
    cloud-native engine. It details the lightweight server container footprint, modern
    REST API integration pathways, and advanced CLI automation.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Data & Caching
  - Data Grid
  - In-Memory Caching
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Red Hat Data Grid 8.0 brings new server architecture,
    improved REST API, and more'
  addition_method: manual
  v2_locations:
  - caching.md
https://developers.redhat.com/blog/2020/04/14/capture-database-changes-with-debezium-apache-kafka-connectors:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A duplicate entry detailing the setup and configuration of log-based
    Debezium connectors. It remains an essential developer guide on streaming real-time
    transactional updates from relational engines into Kafka topic topologies.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Change Data Capture
  - Kafka Connect
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Capture database changes with Debezium Apache Kafka
    connectors'
  addition_method: manual
  v2_locations:
  - message-queue.md
? https://developers.redhat.com/blog/2020/04/24/build-and-deploy-a-serverless-app-with-camel-k-and-red-hat-openshift-serverless-1-5-0-tech-preview
: description: ''
  year: '2020'
  stars: 3
  ai_summary: Demonstrates building low-overhead integrations by running Apache Camel
    K integrations natively over the OpenShift Serverless platform engine.
  language: Java
  resource_type: Technical Tutorial
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - OpenShift
  - OpenShift Serverless Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Build and deploy a serverless app with Camel K and
    Red Hat OpenShift Serverless 1.5.0 Tech Preview'
  addition_method: manual
  v2_locations:
  - serverless.md
https://developers.redhat.com/blog/2020/04/27/building-kubernetes-applications-on-openshift-with-red-hat-marketplace:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A historical overview detailing how developers used the Red Hat Marketplace
    to buy, deploy, and manage commercial Kubernetes operators. With the retirement
    of this marketplace, modern workloads have transitioned to automated deployment
    patterns via GitOps and custom private Helm/OLM registries.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Ecosystem
  - Marketplace
  - Application Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Building Kubernetes applications on OpenShift with
    Red Hat Marketplace'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2020/04/27/modern-web-applications-on-openshift-part-4-openshift-pipelines:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Part of a series detailing modern web application architectures on OpenShift.
    Explores configuring Tekton pipelines to construct, optimize, and serve static
    frontend code alongside active microservices.
  language: Yaml
  resource_type: Blog / Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Tekton Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Modern web applications on OpenShift, Part 4: Openshift
    Pipelines'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://developers.redhat.com/blog/2020/04/30/serverless-applications-made-faster-and-simpler-with-openshift-serverless-ga:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Introducing OpenShift Serverless GA, this resource outlines the packaging
    of Knative into an enterprise-supported product. It details the integration of
    OpenShift's default routing layer, integration with service mesh (Istio), and
    developer console enhancements that provide visual revision graphs, simple traffic-splitting
    controls, and event-source creation.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native Application
  - Serverless
  - OpenShift Serverless
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Serverless applications made faster and simpler with **OpenShift Serverless
    GA**
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2020/05/01/automated-api-testing-for-the-kie-server:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Focuses on setting up automated REST API test runners for KIE decision
    services. Demonstrates performance execution metrics, payload validation models,
    and CI integration pipelines using Postman and Newman test wrappers.
  language: JavaScript
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Software Testing
  - API Automation
  - KIE Server
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Automated API testing for the KIE Server'
  addition_method: manual
  v2_locations:
  - postman.md
  - demos.md
https://developers.redhat.com/blog/2020/05/07/open-data-hub-0-6-brings-component-updates-and-kubeflow-architecture:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This article outlines the release of Open Data Hub 0.6, highlighting
    the alignment of its components with the Kubeflow architecture on OpenShift. It
    details operator-driven deployments of JupyterHub, Kubeflow Pipelines, and Apache
    Spark, establishing standardized declarative patterns for building cloud-native
    data science workspaces.
  language: YAML
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Data Platform
  - Machine Learning
  - Open Data Hub
  - Architecture & Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Open Data Hub 0.6 brings component updates and Kubeflow architecture
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/05/11/top-10-must-know-kubernetes-design-patterns:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An architectural review detailing ten core structural, configuration,
    and behavioral patterns in Kubernetes. Features deep discussions on the sidecar
    pattern, declarative rollouts, resource controllers, and custom initializers,
    mapping theoretical design blocks to modern operational setups.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Design Patterns
  - System Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Top 10 must-know Kubernetes design patterns'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://developers.redhat.com/blog/2020/05/12/six-reasons-to-love-camel-k:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This Red Hat article highlights six benefits of adopting Camel K. It
    details its low memory footprints, sub-second startup times, Serverless integration
    paths, and how it uses Kamelets to connect external APIs.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Kubernetes Native
  - Camel K
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Six reasons to love Camel K'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/05/15/change-data-capture-for-microservices-without-writing-any-code:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This article demonstrates how to establish a low-maintenance, zero-code
    Change Data Capture (CDC) pipeline using Debezium and Kafka Connect. It explains
    how to decouple microservice databases using declarative configurations, bypassing
    custom transactional outbox implementation code entirely.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Microservices Patterns
  - No-Code CDC
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Change data capture for microservices without writing
    any code'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/05/18/deploy-and-bind-enterprise-grade-microservices-with-kubernetes-operators:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A developer guide explaining how to bind microservices dynamically to
    relational stores and caching layers using automated operators.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Extensibility & APIs
  - Microservices
  - Operator Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Deploy and bind enterprise-grade microservices with Kubernetes Operators
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2020/05/19/extending-kafka-connectivity-with-apache-camel-kafka-connectors:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This guide outlines how to use the Apache Camel Kafka Connector framework
    to connect standard enterprise integration endpoints directly to Kafka topics,
    eliminating the need to write custom connector code.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Enterprise Integration
  - Kafka Connect
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Extending Kafka connectivity with Apache Camel Kafka
    connectors'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/05/20/getting-started-with-the-fabric8-kubernetes-java-client:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical guide to implementing JVM program orchestration on Kubernetes
    clusters using the Fluent API of the Fabric8 Kubernetes Java Client. The framework
    supports seamless resource state management, custom resources (CRDs), and secure
    API server interactions.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - App Development
  - Java
  - Kubernetes Clients
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Getting started with the fabric8 Kubernetes Java
    client'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://developers.redhat.com/blog/2020/05/26/build-a-go-application-using-openshift-pipelines:
  description: '- [openshift-pipelines-workshop](https://redhat-developer-demos.github.io/openshift-pipelines-workshop)
    Workshop to demonstrate OpenShift Pipelines (featuring Tekton)'
  year: '2020'
  stars: 0
  ai_summary: Guides developers through compiling and deploying Go applications on
    OpenShift Pipelines using Tekton. Outlines how to write Tasks, configure Workspaces,
    and trigger image builds securely within non-privileged containers.
  language: Yaml / Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - CI/CD Pipelines
  - Tekton Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Build a Go application using OpenShift Pipelines
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2020/05/28/how-the-fabric8-maven-plug-in-deploys-java-applications-to-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029502.386297
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: How the fabric8 Maven plug-in deploys Java applications''
    to OpenShift'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    How the fabric8 Maven plug-in deploys Java applications'' to OpenShift in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/blog/2020/05/28/quarkus-a-kubernetes-native-java-runtime-now-fully-supported-by-red-hat:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Historically marked the transition of Quarkus from a highly anticipated
    community project to a commercial Red Hat product offering. By offering production
    support SLA terms, it paved the way for massive enterprise migration schedules
    within regulated industries. Crucial reading for understanding how the runtime
    ecosystem achieved its current mainstream success.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Industry Impact
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Quarkus, a Kubernetes-native Java runtime, now fully supported by Red Hat
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2020/06/02/how-the-fabric8-maven-plug-in-deploys-java-applications-to-openshift:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Evaluates integration methods to deploy containerized Java packages
    onto enterprise Kubernetes (OpenShift). Showcases the configuration mechanisms,
    although the platform has historically evolved toward modern JKube pipelines.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - OpenShift & RedHat
  - JVM Deployment Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: How the fabric8 Maven plug-in deploys Java applications
    to OpenShift'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://developers.redhat.com/blog/2020/06/04/an-easier-way-to-create-custom-jenkins-containers:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Technical deep-dive for enterprise platform engineers building custom,
    secure Jenkins master images for OpenShift 4. Outlines Red Hat universal base
    images (UBI) optimization and policy-compliant plugin packaging.
  language: Dockerfile
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD & DevOps
  - Enterprise Jenkins
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: An easier way to create custom Jenkins containers
    in OpenShift 4 \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2020/06/04/the-road-to-quarkus-ga-completing-the-first-supported-kubernetes-native-java-stack:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Reflective blog summarizing the collaborative engineering efforts, beta
    phases, and technical milestones required to reach Quarkus General Availability.
    Key focus is placed on stabilizing GraalVM native image compilers and ensuring
    compatibility with classical enterprise Java APIs. It highlights the foundational
    milestones that enabled today's super-fast cloud-native runtimes.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Industry Impact
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'The road to Quarkus GA: Completing the first supported Kubernetes-native
    Java stack'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2020/06/12/event-streaming-and-data-federation-a-citizen-integrators-story:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A narrative-style case study exploring how visual integration tools
    and event-streaming pipelines enable citizen integrators to aggregate disparate
    database models. It maps real-world patterns for democratization of data engineering
    and integration tasks across departments.
  language: N/A
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Integration
  - Data Federation
  - Citizen Integration
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Event streaming and data federation: A citizen integrator’s story'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/06/12/how-to-install-codeready-workspaces-in-a-restricted-openshift-4-environment:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This architectural guide details installing Red Hat CodeReady Workspaces
    (now OpenShift Dev Spaces) within highly restricted, air-gapped environments.
    Utilizing an internal container registry and offline operator configurations,
    it provides an in-browser development IDE based on Eclipse Che. The configuration
    ensures that code never leaves the secure boundaries of the company's internal
    network.
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Developer Experience
  - Cloud IDEs
  - Dev Spaces
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: How to install CodeReady Workspaces in a restricted
    OpenShift 4 environment'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2020/06/16/enterprise-kubernetes-development-with-odo-the-cli-tool-for-developers:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Enterprise developer introduction to the Red Hat odo CLI. Demonstrates
    how to write code, execute deployment commands, and inspect active microservices
    without needing deep knowledge of the underlying cluster APIs.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - Inner Loop Development
  - OpenShift Odo CLI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Enterprise Kubernetes development with odo: The CLI
    tool for developers'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://developers.redhat.com/blog/2020/06/17/red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-released:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: The release announcement for Red Hat JBoss EAP Expansion Pack (XP) 1.0,
    enabling support for MicroProfile specifications on top of enterprise application
    servers. Live Grounding indicates JBoss EAP XP has become a core element for Red
    Hat customers modernization strategies, providing a bridge between traditional
    and cloud-native application patterns.
  language: English
  resource_type: Blog / Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native Java
  - Runtimes
  - JBoss EAP
  - MicroProfile
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Red Hat JBoss Enterprise Application Platform expansion
    pack 1.0 (JBoss EAP XP) released'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2020/06/17/support-for-graphql-with-open-liberty-20-0-0-6:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Open Liberty 20.0.0.6 introduces first-class support for Eclipse MicroProfile
    GraphQL, enabling enterprise Java developers to build type-safe, efficient, and
    schema-first microservice APIs. By mitigating over-fetching and under-fetching,
    this integration optimizes network overhead in cloud-native deployments while
    aligning with OpenShift ecosystem norms.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Integration
  - Microservices
  - GraphQL & Open Liberty
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Support for GraphQL with Open Liberty 20.0.0.6'
  addition_method: manual
  v2_locations:
  - ibm_cloud.md
? https://developers.redhat.com/blog/2020/06/19/develop-and-test-a-quarkus-client-on-red-hat-codeready-containers-with-red-hat-data-grid-8-0
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Guides developers through testing a lightweight Quarkus application
    against Red Hat Data Grid (Infinispan) on Red Hat CodeReady Containers (now OpenShift
    Local). Emphasizes rapid developer iteration loops, memory minimization, and high-performance
    transactional caching.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Serverless Java
  - Quarkus Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Develop and test a Quarkus client on Red Hat CodeReady Containers with Red
    Hat Data Grid 8.0
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2020/06/22/a-development-roadmap-for-open-data-hub:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This roadmap article discusses the technical evolution of the Open Data
    Hub platform. It reviews integration strategies for OpenShift Serverless (Knative)
    for dynamic scaling, advanced Triton and Seldon Core model serving architectures,
    and metadata tracking systems, transforming monolithic pipelines into resilient
    microservices.
  language: N/A
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Data Platform
  - Machine Learning
  - Open Data Hub
  - Roadmap
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: A development roadmap for Open Data Hub
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/06/30/kourier-a-lightweight-knative-serving-ingress:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Kourier is a lightweight Ingress implementation specifically designed
    for Knative Serving, utilizing Envoy as the underlying data plane. It serves as
    an alternative to large service mesh deployments, providing fast route configurations,
    cold start mitigation, and scale-to-zero capabilities for serverless containers
    inside Kubernetes. It is heavily utilized in simplified enterprise serverless
    setups.
  language: Go
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Serverless & Ingress
  - Knative
  - Ingress Controllers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Kourier: A lightweight Knative Serving ingress'
  addition_method: manual
  v2_locations:
  - servicemesh.md
? https://developers.redhat.com/blog/2020/07/01/develop-eclipse-microprofile-applications-on-red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-with-red-hat-codeready-workspaces
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Guides engineers in deploying MicroProfile-based applications on Red
    Hat JBoss EAP Expansion Pack. It illustrates how to leverage cloud-integrated
    environments such as CodeReady Workspaces to run, test, and containerize certified
    enterprise services inside Kubernetes namespaces.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Java
  - JBoss EAP
  - Development Environment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Develop Eclipse MicroProfile applications on Red
    Hat JBoss Enterprise Application Platform Expansion Pack 1.0 with Red Hat CodeReady
    Workspaces'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2020/07/02/build-a-simple-cloud-native-change-data-capture-pipeline:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A developer tutorial illustrating how to compile a cloud-native Change
    Data Capture pipeline. It utilizes Strimzi (AMQ Streams) and Debezium on Kubernetes
    to propagate database updates instantly into reactive microservice topologies.
  language: YAML
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Change Data Capture
  - Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: Build a simple cloud-native change data capture pipeline
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/07/20/best-practices-using-health-checks-in-the-openshift-4-5-web-console:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Details operational best practices for defining and verifying container
    liveness, readiness, and startup health probes directly inside the OpenShift 4.5
    web console.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Enterprise Kubernetes
  - Developer Experience
  - Platform Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "developers.redhat.com - Best practices: Using health checks in the OpenShift
    4.5 web console \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2020/07/31/choosing-the-right-asynchronous-messaging-infrastructure-for-the-job:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This Red Hat article guides architects through selecting the appropriate
    messaging infrastructure. It contrasts traditional message brokers (like RabbitMQ
    and ActiveMQ) with distributed stream processing systems (like Kafka).
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Message Brokers
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Choosing the right asynchronous-messaging infrastructure
    for the job'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/08/03/authorizing-multi-language-microservices-with-louketo-proxy:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Louketo Proxy (formerly Keycloak Gatekeeper) is an archived proxy designed
    to intercept requests and delegate authentication/authorization checks to Keycloak.
    While it served as a robust sidecar pattern for legacy apps, it has been officially
    deprecated. Architects must migrate to modern sidecars or Envoy-based API gateways.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access Management
  - Proxy Gateways
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Authorizing multi-language microservices with Louketo Proxy
  addition_method: manual
  v2_locations:
  - devsecops.md
https://developers.redhat.com/blog/2020/08/04/http-based-kafka-messaging-with-red-hat-amq-streams:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This guide covers the deployment and operational use of the Strimzi
    Kafka Bridge within Red Hat AMQ Streams. It exposes an HTTP-based REST API to
    Kafka, enabling lightweight web clients and non-native applications to produce
    and consume messages without importing complex Kafka client SDKs. Highlights include
    API request schemas, JSON payload configuration, and HTTP/Kafka translation semantics.
  language: Java
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Enterprise Messaging
  - Kafka on Kubernetes
  - APIs & Gateways
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: HTTP-based Kafka messaging with Red Hat AMQ Streams
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2020/08/05/monitoring-net-core-applications-on-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details the integration of Prometheus metrics and diagnostic sources
    in .NET Core applications running on Kubernetes. Focuses on configuring the Prometheus
    .NET Client library and utilizing Kubernetes service monitors to automate target
    discovery.
  language: C#
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Monitoring
  - .NET Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Monitoring .NET Core applications on Kubernetes'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://developers.redhat.com/blog/2020/08/07/a-deep-dive-into-keycloak:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Provides a comprehensive architectural dive into Keycloak's core mechanisms,
    including user federation, token customizers, client registration, and credential
    storage. Ideal for security architects designing highly customized authentication
    flows across complex microservices ecosystems.
  language: Java
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access Management
  - OIDC Provider
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: A deep dive into Keycloak'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://developers.redhat.com/blog/2020/08/14/introduction-to-strimzi-apache-kafka-on-kubernetes-kubecon-europe-2020:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A foundational KubeCon session overview exploring Strimzi's architectural
    foundations. The piece highlights Custom Resource Definitions (CRDs) for brokers,
    topics, and users, highlighting how the Operator pattern abstracts the inherent
    friction of stateful cluster administration on Kubernetes.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Strimzi
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "developers.redhat.com: Introduction to Strimzi: Apache Kafka on Kubernetes
    (KubeCon Europe 2020) \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/08/14/openshift-for-kubernetes-developers-getting-started:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A transitional developer guide comparing native Kubernetes design abstractions
    with OpenShift-specific resource types. Explains how components like Routes, BuildConfigs,
    and DeploymentConfigs interact to streamline application deployment.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Enterprise Kubernetes
  - Developer Experience
  - Platform Onboarding
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "developers.redhat.com: OpenShift for Kubernetes developers: Getting started
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2020/08/21/hello-world-tutorial-with-kubernetes-operators:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Outlines basic concepts of the Operator SDK to develop a "Hello World"
    Kubernetes custom controller. Focuses on reconciliation loop structures, Custom
    Resource Definition (CRD) setups, and deployment strategies.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Custom Controller Patterns
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: ‘Hello, World’ tutorial with Kubernetes Operators'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2020/08/24/java-development-on-top-of-kubernetes-using-eclipse-jkube:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: This article demonstrates outer-loop developer workflows utilizing Eclipse
    JKube to deploy Java applications straight to running Kubernetes clusters. Live
    Grounding illustrates how JKube's design empowers local development cycles by
    bypassing manual YAML writing, instead building and pushing directly via standard
    IDE integrations and build loops.
  language: English
  resource_type: Blog / Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Java
  - Build Tools
  - Eclipse JKube
  - Developer Workflow
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Java development on top of Kubernetes using Eclipse
    JKube'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
  - demos.md
https://developers.redhat.com/blog/2020/08/25/get-started-with-jdk-flight-recorder-in-openjdk-8u:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores backporting JDK Flight Recorder to OpenJDK 8u, enabling low-overhead
    hardware and software event monitoring in production environments. Demonstrates
    negligible performance drag (<1%) compared to legacy profilers.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - JVM Architecture
  - Performance Profiling
  - Diagnostics
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Get started with JDK Flight Recorder in OpenJDK 8u
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://developers.redhat.com/blog/2020/08/26/connecting-external-clients-to-red-hat-amq-broker-on-red-hat-openshift:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Provides step-by-step methods to expose internal ActiveMQ brokers deployed
    inside OpenShift cluster structures to external clients. It explains how to deploy
    route maps, configure node ports, and terminate TLS certificates to secure outside
    access.
  language: YAML
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - ActiveMQ Artemis
  - Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Connecting external clients to Red Hat AMQ Broker
    on Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2020/09/03/introduction-to-tekton-and-argo-cd-for-multicluster-development:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains the synergy between Tekton tasks and Argo CD to drive multi-cluster
    continuous delivery. Defines the boundaries where Tekton controls cloud-native
    container builds while Argo CD manages drift resolution across remote target clusters.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Multi-Cluster GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Introduction to Tekton and Argo CD for multicluster
    development'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2020/09/03/the-present-and-future-of-ci-cd-with-gitops-on-red-hat-openshift:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Focuses on Red Hat OpenShift's alignment with GitOps and Pipelines frameworks
    (Argo CD and Tekton). Highlights architectural benefits of multi-cluster visual
    state synchronizations and declarative deployment pipelines.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - GitOps
  - Red Hat OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "developers.redhat.com: The present and future of CI/CD with GitOps on Red
    Hat OpenShift \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://developers.redhat.com/blog/2020/09/04/migrate-your-java-apps-to-containers-with-migration-toolkit-for-applications-5-0:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A detailed technical announcement of Migration Toolkit for Applications
    5.0. This release emphasizes accelerated JEE migration pipelines, Quarkus targets,
    and dynamic containerization analysis for enterprise Java portfolios.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - App Migration
  - Application Modernization
  - Java Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Migrate your Java apps to containers with Migration Toolkit for Applications
    5.0
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2020/09/09/cloud-native-java-applications-made-easy-eclipse-jkube-1-0-0-now-available:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: The official Red Hat release announcement for Eclipse JKube 1.0.0, highlighting
    its framework-detection features for Quarkus, Spring Boot, and WildFly. Live Grounding
    shows that this release established configuration-free Kubernetes containerization
    for Java, moving the ecosystem toward hands-off cluster-native builds. It proved
    the viability of auto-detecting Java web framework archetypes.
  language: English
  resource_type: Blog / Article
  complexity: Beginner
  hierarchy:
  - Cloud-Native Java
  - Build Tools
  - Eclipse JKube
  - Release Announcement
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Cloud-native Java applications made easy: Eclipse
    JKube 1.0.0 now available'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
? https://developers.redhat.com/blog/2020/09/09/install-red-hat-openshift-operators-on-your-laptop-using-red-hat-codeready-containers-and-red-hat-marketplace
: description: ''
  year: '2020'
  stars: 0
  ai_summary: 'This tutorial covers deploying OpenShift Operators inside CodeReady
    Containers (OpenShift Local). Note: Red Hat Marketplace integration steps are
    now legacy due to the marketplace''s sunset. However, the core technique of utilizing
    local Operator Lifecycle Manager (OLM) configurations to install enterprise-grade
    catalog operators on a local developer laptop remains highly relevant.'
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platforms
  - Local Development
  - Operators
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Install Red Hat OpenShift Operators on your laptop using Red Hat CodeReady
    Containers and Red Hat Marketplace
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2020/09/10/from-code-to-production-with-openshift-pipelines-and-argo-cd:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes the deployment pipeline workflow integrating OpenShift Pipelines
    (based on Tekton) with Argo CD for declarative GitOps continuous delivery. The
    architecture promotes safe transitions from code repositories to production clusters
    via containerized build stages and automated resource reconciliation.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Argo CD & OpenShift Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: From code to production with OpenShift Pipelines
    and Argo CD'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2020/09/11/5-tips-for-developing-kubernetes-operators-with-the-new-operator-sdk:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This technical guide provides 5 key design strategies for engineering
    robust Kubernetes Operators utilizing the modernized Operator SDK. It covers optimal
    Go reconciler coding patterns, caching clients, minimizing API rate-limiting via
    efficient event filtration, and optimizing tests with the EnvTest framework to
    ensure consistent execution.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Developer Experience
  - SDKs
  - Operator SDK
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: 5 tips for developing Kubernetes Operators with the
    new Operator SDK'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2020/09/11/quarkus-and-jakarta-ee-together-or-not:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Analyzes the alignment between Quarkus and Jakarta EE specifications
    (formerly Java EE). It details how Quarkus implements specific lightweight aspects
    of Jakarta standards (like JAX-RS, CDI, and JPA) while maintaining a strict build-time
    initialization model. For standardizing teams, it clarifies how to construct portable
    code while harvesting modern runtime efficiencies.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Standards
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Quarkus and Jakarta EE: Together, or not?'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2020/09/21/migrating-from-fabric8-maven-plugin-to-eclipse-jkube-1-0-0:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: This Red Hat technical guide provides step-by-step instructions for
    transitioning legacy configurations from the Fabric8 Maven Plugin to Eclipse JKube
    1.0.0. Live Grounding highlights its historical and architectural value in easing
    technical debt during legacy container-modernization efforts. It ensures continuous
    delivery pipelines are adapted correctly with zero manifest generation disruption.
  language: English
  resource_type: Blog / Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Java
  - Build Tools
  - Eclipse JKube
  - Migration
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Migrating from Fabric8 Maven Plugin to Eclipse JKube
    1.0.0'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://developers.redhat.com/blog/2020/09/24/set-up-continuous-integration-for-net-core-with-openshift-pipelines:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A dedicated implementation guide for configuring CI pipelines for .NET
    Core projects using OpenShift Pipelines. Explores automated build testing, Nuget
    dependency resolution, and secure image registration.
  language: Yaml / C#
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - CI/CD Pipelines
  - Tekton Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Set up continuous integration for .NET Core with OpenShift Pipelines
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2020/09/25/rootless-containers-with-podman-the-basics:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This technical manual explores the implementation of rootless container
    technology within Podman, focusing on User Namespaces (userns) and mappings in
    `/etc/subuid` and `/etc/subgid`. It explains how running containers without root
    privileges mitigates container-breakout vulnerability risks. This architecture
    provides high security profiles across multi-tenant development workloads without
    sacrificing essential execution namespaces.
  language: Shell
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Rootless Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Rootless containers with Podman: The basics'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-using-kafka-streams-and-quarkus:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A hands-on implementation guide for building stream-processing applications
    using Quarkus and the Kafka Streams API. By leveraging GraalVM native compilation,
    developers can achieve fast startup times and tiny footprints for event-driven
    microservices.
  language: Java
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Stream Processing
  - Quarkus
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: Build a data streaming pipeline using Kafka Streams and Quarkus
  addition_method: manual
  v2_locations:
  - message-queue.md
? https://developers.redhat.com/blog/2020/10/01/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-1
: description: '- [developers.redhat.com: Building modern CI/CD workflows for serverless
    applications with Red Hat OpenShift Pipelines and Argo CD, Part 2](https://developers.redhat.com/blog/2020/10/14/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-2)'
  year: '2020'
  stars: 0
  ai_summary: Demonstrates building CI/CD patterns for Knative-based serverless workloads
    using OpenShift Pipelines and Argo CD. Focuses on minimizing operational overhead
    and optimizing cold starts by isolating the build execution phase from deployment
    management.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Serverless Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Building modern CI/CD workflows for serverless applications
    with Red Hat OpenShift Pipelines and Argo CD, Part 1'
  addition_method: manual
  v2_locations:
  - demos.md
? https://developers.redhat.com/blog/2020/10/01/command-line-cluster-management-with-red-hat-openshifts-new-web-terminal-tech-preview
: description: ''
  year: '2020'
  stars: 3
  ai_summary: Examines the tech preview implementation of OpenShift's web terminal.
    Explains how the terminal containerizes user command sessions directly in-browser,
    offering pre-configured access to CLI utilities (oc, kubectl, helm) without local
    security configuration issues.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Cluster Management
  - Developer Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Command-line cluster management with Red Hat OpenShift’s
    new web terminal (tech preview)'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2020/10/06/kubernetes-integration-and-more-in-odo-2-0:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights structural improvements introduced in odo 2.0, notably standardizing
    configurations on Devfiles, which allows cross-platform, repeatable developer
    workspace environment definitions.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - Inner Loop Development
  - OpenShift Odo CLI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Kubernetes integration and more in odo 2.0'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://developers.redhat.com/blog/2020/10/09/static-analysis-with-kubeaudit-for-red-hat-openshift:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033400.246211
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2020'
  ai_summary: Walks through deploying KubeAudit to analyze deployment files for Red
    Hat OpenShift. Demonstrates scanning manifests for security misconfigurations,
    path privileges, and resource constraints before cluster deployment.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Platform
  - K8s Security & Compliance
  - Static Analysis
  is_microservice: false
  title: 'developers.redhat.com: Static analysis with KubeAudit for Red Hat OpenShift'
? https://developers.redhat.com/blog/2020/10/14/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-2
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030442.924028
  stars: 0
  title: 'developers.redhat.com: Building modern CI/CD workflows for serverless applications''
    with Red Hat OpenShift Pipelines and Argo CD, Part 2'
  v1_locations:
  - docs/demos.md
  year: N/A
https://developers.redhat.com/blog/2020/10/15/checkpointing-java-from-outside-of-java:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An exploration of JVM checkpoint/restore methodologies focusing on Coordinated
    Restore at Checkpoint (CRaC) and external CRIU mechanisms. This approach enables
    instantaneous microservice startup by taking cold snapshots of memory, dramatically
    lowering latency penalties in serverless deployments.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Java Virtual Machine
  - Performance Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Checkpointing Java from outside of Java'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
? https://developers.redhat.com/blog/2020/10/22/persistent-storage-in-action-understanding-red-hat-openshifts-persistent-volume-framework
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Deep-dives into Red Hat OpenShift's persistent volume (PV) framework,
    focusing on the Container Storage Interface (CSI). Explains dynamic storage allocation,
    access modes, and how to safely secure transaction-heavy datastores.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Database & Storage
  - Storage Infrastructure
  - Persistent Volumes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Persistent storage in action: Understanding Red Hat
    OpenShift’s persistent volume framework \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
  - demos.md
https://developers.redhat.com/blog/2020/10/29/collect-jdk-flight-recorder-events-at-runtime-with-jmc-agent:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A detailed Red Hat guide walking through real-time runtime JVM tracing
    using the JMC Agent. It explains how to dynamically inject custom JDK Flight Recorder
    (JFR) event declarations into third-party libraries and production codebases on-the-fly,
    bypassing the need for restarts or manual instrumentation.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Java Virtual Machine
  - Diagnostics and Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "developers.redhat.com: Collect JDK Flight Recorder events at runtime with
    JMC Agent \U0001F31F"
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
? https://developers.redhat.com/blog/2020/10/29/new-custom-metrics-and-air-gapped-installation-in-red-hat-3scale-api-management-2-9
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores deep administrative patterns introduced in 3scale 2.9, highlighting
    secure installation procedures on air-gapped systems and restricted enterprise
    networks. Evaluates custom telemetry collection pipelines for specialized monitoring.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - API Management
  - Operations & Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: New custom metrics and air gapped (restricted networks)
    installation in Red Hat 3scale API Management 2.9'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://developers.redhat.com/blog/2020/10/30/whats-new-in-fabric8-kubernetes-java-client-4-12-0:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Summarizes the architectural updates introduced in Fabric8 version 4.12.0.
    Focuses on performance improvements, watcher stability, dynamic CRD typing, and
    updated HTTP driver structures.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Fabric8 Client Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: What’s new in Fabric8 Kubernetes Java client 4.12.0'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
? https://developers.redhat.com/blog/2020/11/16/devfiles-and-kubernetes-cluster-support-in-openshift-connector-0-2-0-extension-for-vs-code
: description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032282.393497
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: A detailed Red Hat technical blog showcasing the integration of Devfiles
    and Kubernetes cluster targeting within OpenShift Connector. It highlights how
    developers can maintain container-native configurations directly from their IDE.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Red Hat OpenShift
  is_microservice: true
  title: "developers.redhat.com: Devfiles and Kubernetes cluster support in OpenShift'
    Connector 0.2.0 extension for VS Code \U0001F31F"
https://developers.redhat.com/blog/2020/11/19/transitioning-from-docker-to-podman:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A technical migration playbook outlining the primary CLI parity and
    architectural differences between Docker and Podman. It covers transitioning from
    a monolithic daemon to Podman's secure fork-exec runtime model, highlighting alias
    management, unprivileged group setups, and network mapping differences.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Docker Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Transitioning from Docker to Podman \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://developers.redhat.com/blog/2020/11/20/kubectl-developer-tips-for-the-kubernetes-command-line:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033166.38353
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2020'
  ai_summary: Provides developer-focused kubectl practices for troubleshooting deployment
    issues on Red Hat configurations. Explores log parsing tricks and container shell
    executions.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Platform
  - Cluster Administration
  - Kubectl Productivity
  is_microservice: false
  title: "developers.redhat.com: Kubectl: Developer tips for the Kubernetes command'
    line \U0001F31F"
https://developers.redhat.com/blog/2020/11/24/authentication-and-authorization-using-the-keycloak-rest-api:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030891.168433
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: Authentication and authorization using the Keycloak''
    REST API'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    Authentication and authorization using the Keycloak'' REST API in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/blog/2020/11/25/how-to-configure-yaml-schema-to-make-editing-files-easier:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A Red Hat developer tutorial detailing how to configure local JSON/YAML
    schemas inside IDEs like VS Code and IntelliJ. It shows how pointing schemas to
    cloud sources enables real-time syntax checking and autocomplete. This is a highly
    practical way to speed up Kubernetes engineering tasks.
  language: N/A
  resource_type: article
  complexity: intermediate
  hierarchy:
  - Configuration Management
  - IDE Integration
  - Validation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: How to configure YAML schema to make editing files
    easier'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://developers.redhat.com/blog/2020/11/26/event-driven-distributed-service-orchestration-with-serverless-workflow:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Demonstrates how to build event-driven microservices workflows using
    the CNCF Serverless Workflow specification on Kubernetes. Explains configuring
    orchestration engines to coordinate stateful, multi-step actions across decoupled,
    serverless microservices.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Serverless
  - Event-Driven Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Orchestrate event-driven, distributed services with
    Serverless Workflow and Kubernetes'
  addition_method: manual
  v2_locations:
  - serverless.md
? https://developers.redhat.com/blog/2020/12/08/spring-boot-to-quarkus-migrations-and-more-in-red-hats-migration-toolkit-for-applications-5-1-0
: description: ''
  year: '2020'
  stars: 0
  ai_summary: An exploration of Red Hat's Migration Toolkit for Applications 5.1.0,
    focusing on automating the migration path from legacy Spring Boot dependencies
    to lightweight, Kubernetes-native Quarkus microservices to reduce resource overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - App Migration
  - Application Modernization
  - Quarkus
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Spring Boot to Quarkus migrations and more in Red
    Hat’s migration toolkit for applications 5.1.0'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2021/01/08/message-broker-integration-made-simple-with-red-hat-fuse:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores enterprise application integration patterns (EIP) utilizing
    Red Hat Fuse. Translates message formats, routes real-time data pipelines, and
    interfaces legacy middleware brokers with modern cluster queues.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Asynchronous Messaging
  - Red Hat Fuse
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Message broker integration made simple with Red Hat
    Fuse'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2021/01/11/getting-started-with-buildah:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive Red Hat Developers guide detailing the architectural
    transition from Dockerfile-based workflows to Buildah commands. It provides deep
    insights into script-driven image creation, showing engineers how to build nested
    filesystems directly inside OCI containers. The guide is highly practical for
    migrating complex legacy enterprise builds into lightweight Kubernetes-native
    deployment artifacts.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Containers
  - Image Building
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Getting started with Buildah'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://developers.redhat.com/blog/2021/01/13/getting-started-with-tekton-and-pipelines:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step developer guide on constructing custom Tekton pipelines.
    Guides engineers through defining Tasks, Pipelines, and trigger templates to translate
    software releases into managed Kubernetes resources.
  language: Yaml
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - CI/CD Pipelines
  - Tekton Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Getting started with Tekton and Pipelines'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2021/02/08/deploying-kubernetes-operators-with-operator-lifecycle-manager-bundles:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Guides engineers through packaging and deploying operational runtimes
    using Operator Lifecycle Manager (OLM) bundles. Details the transition from package
    manifests to unified metadata container images to facilitate automated enterprise
    deployments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Operator Framework
  - Lifecycle Management
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Deploying Kubernetes Operators with Operator Lifecycle
    Manager bundles'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2021/02/09/spring-boot-on-quarkus-magic-or-madness:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the Quarkus extension layer designed to process Spring API
    annotations. This architecture allows developers to reuse Spring Web, Security,
    and DI code while benefiting from Quarkus's ultra-low memory usage, rapid boot
    times, and optimized GraalVM native builds.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Java
  - Quarkus
  - Spring Compatibility
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Spring Boot on Quarkus: Magic or madness?'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2021/02/12/developing-your-own-custom-devfiles-for-odo-2-0:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to design custom devfile definitions to adapt odo 2.0 pipelines
    to unique corporate microservice stacks. Unifies local dev environments with enterprise
    build rules.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Developer Experience
  - Inner Loop Development
  - OpenShift Odo CLI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Developing your own custom devfiles for odo 2.0'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://developers.redhat.com/blog/2021/03/03/using-delve-to-debug-go-programs-on-red-hat-enterprise-linux:
  addition_method: manual
  ai_summary: Explains how to compile, profile, and step-debug Go executables on enterprise
    Linux environments using Delve. Critical reference for addressing low-level runtime
    crashes and unexpected goroutine deadlocks.
  complexity: Intermediate
  content_hash: N/A
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Performance Tuning
  is_microservice: false
  language: en
  last_checked: 1779031103.029114
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'developers.redhat.com: Using Delve to debug Go programs on Red Hat Enterprise''
    Linux'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://developers.redhat.com/blog/2021/03/04/making-environment-variables-accessible-in-front-end-containers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033280.439659
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: Making environment variables accessible in front-end''
    containers'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    Making environment variables accessible in front-end'' containers in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/blog/2021/03/09/a-guide-to-red-hat-openshift-4-5-installer-provisioned-infrastructure-on-vsphere:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A deep dive into Installer-Provisioned Infrastructure (IPI) on VMware
    vSphere under OpenShift 4.5. Focuses on how the installer uses vSphere APIs to
    automatically construct VMs, resource pools, and storage connections during ignition
    bootstrap.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Infrastructure Operations
  - VMware Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: A guide to Red Hat OpenShift 4.5 installer-provisioned
    infrastructure on vSphere \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2021/03/09/deploying-node-js-applications-to-kubernetes-with-nodeshift-and-minikube:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Red Hat guide presenting Nodeshift to streamline NodeJS application
    deployment inside a local development environment running Minikube. Explores the
    automatic build, package, and deployment of Node workloads using built-in OpenShift-style
    S2I (Source-to-Image) concepts adapted for Kubernetes.
  language: JavaScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - NodeJS
  - Deployment Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Deploying Node.js applications to Kubernetes with
    Nodeshift and Minikube'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2021/03/16/three-ways-to-containerize-net-applications-on-red-hat-openshift:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Details three distinct strategies to containerize and run .NET applications
    on Red Hat OpenShift. Evaluates the benefits of Dockerfile builds, Source-to-Image
    (S2I) pipelines, and deployment templates for enterprise scalability.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - .NET Framework
  - OpenShift Containers
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Three ways to containerize .NET applications on Red
    Hat OpenShift'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://developers.redhat.com/blog/2021/03/17/using-dekorate-to-generate-kubernetes-manifests-for-java-applications:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034486.853605
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: This technical resource explores Dekorate, a Java-based framework that
    generates standard Kubernetes resource manifests during code compilation. By parsing
    Java annotations, Dekorate builds custom, valid deployment configurations.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Application Delivery
  - Educational Material
  is_microservice: false
  title: 'developers.redhat.com: Using Dekorate to generate Kubernetes manifests for''
    Java applications'
https://developers.redhat.com/blog/2021/03/25/db2-and-oracle-connectors-coming-to-debezium-1-4-ga:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This release documentation highlights the arrival of enterprise-grade
    DB2 and Oracle connectors in Debezium 1.4 GA. It covers technical deployment requisites,
    schema configuration processes, and performance considerations for transitioning
    legacy mainframe and relational databases into modern stream architectures.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Change Data Capture
  - Connectors
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Db2 and Oracle connectors coming to Debezium 1.4
    GA'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2021/04/02/design-event-driven-integrations-with-kamelets-and-camel-k:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article demonstrates how to build integration paths utilizing Kamelets
    (Camel Route Snippets) and Camel K. It explains how Kamelets allow developers
    to configure complex system integrations via standard Kubernetes Custom Resources
    (CRDs).
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Kubernetes Native
  - Kamelets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Design event-driven integrations with Kamelets and
    Camel K'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2021/04/07/deploy-quarkus-everywhere-with-red-hat-enterprise-linux-rhel:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Guide focusing on running compiled native Quarkus execution binary layouts
    directly on Red Hat Enterprise Linux (RHEL) server environments. Discusses optimizing
    OS configurations, security system contexts (SELinux), and managing bare-metal
    configurations. Offers useful instruction patterns for setups looking to bypass
    container virtualization layers.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Deployment Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Deploy Quarkus everywhere with Red Hat Enterprise
    Linux (RHEL)'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2021/04/09/containerize-and-deploy-strapi-applications-on-kubernetes-and-red-hat-openshift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on containerizing and deploying Strapi CMS onto OpenShift. Addresses
    key development procedures, including environment variable injection, database
    routing, and mounting persistent directories for media assets.
  language: JavaScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Runtimes & CMS
  - Strapi CMS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Containerize and deploy Strapi CMS applications on
    Kubernetes and Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/blog/2021/04/13/how-to-pick-the-right-container-base-image:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents a decision matrix to help system architects choose the correct
    container base image. Evaluates security requirements, language dependencies,
    distribution sizes, and long-term support obligations across Alpine, Debian, and
    Red Hat UBI configurations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Image Optimization
  - Base Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: How to pick the right container base image'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://developers.redhat.com/blog/2021/04/16/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-1:
  description: '- [developers.redhat.com: Deploying the Mosquitto MQTT message broker
    on Red Hat OpenShift, Part 2](https://developers.redhat.com/blog/2021/04/26/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-2)'
  year: '2021'
  stars: 3
  ai_summary: A multi-part deployment sequence demonstrating how to launch and secure
    the Eclipse Mosquitto MQTT broker inside Red Hat OpenShift. This setup is highly
    applicable for hybrid architectures where edge devices stream data into Kubernetes-hosted
    processing grids.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - IoT & Edge Messaging
  - Brokers
  - Mosquitto
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Deploying the Mosquitto MQTT message broker on Red
    Hat OpenShift, Part 1'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2021/04/20/use-skupper-to-connect-multiple-kubernetes-clusters:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Guide to Skupper, a virtual application network protocol that connects
    multiple Kubernetes clusters securely without complex firewall dynamic mappings
    or VPN setups.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Multi-Cluster
  - Service Interconnect
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "developers.redhat.com: Use Skupper to connect multiple Kubernetes clusters
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://developers.redhat.com/blog/2021/04/22/using-podman-compose-with-microcks-a-cloud-native-api-mocking-and-testing-tool:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates executing Microcks, a cloud-native API mocking and testing
    tool, with Podman Compose in unprivileged host environments. This integration
    enables developers to simulate OpenAPI, gRPC, and AsyncAPI services locally without
    the overhead or security risks of managing a complex virtualized Docker daemon.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Mocking & Testing
  - Podman Compose Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Using Podman Compose with Microcks: A cloud-native
    API mocking and testing tool'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://developers.redhat.com/blog/2021/04/26/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031694.0278
  stars: 0
  title: 'developers.redhat.com: Deploying the Mosquitto MQTT message broker on Red''
    Hat OpenShift, Part 2'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://developers.redhat.com/blog/2021/04/28/kubernetes-configuration-patterns-part-1-patterns-for-kubernetes-primitives:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Architectural guide analyzing the configuration primitives of Kubernetes.
    It explores the separation of configuration from container execution profiles,
    helping developers design workloads that adapt gracefully to environmental context
    changes.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Configuration Management
  - Declarative Primitives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Kubernetes configuration patterns, Part 1: Patterns
    for Kubernetes primitives'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://developers.redhat.com/blog/2021/04/29/containerize-net-for-red-hat-openshift-use-a-windows-vm-like-a-container:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explains how to execute legacy .NET applications alongside Linux containers
    on OpenShift. Details the usage of the Windows Machine Config Operator (WMCO)
    to run and manage Windows Server VMs directly inside OpenShift.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Workload Modernization
  - Windows Container Support
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Containerize .NET for Red Hat OpenShift: Use a Windows
    VM like a container'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/blog/2021/04/29/enhance-application-security-by-rotating-3scale-access-tokens:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains robust administrative paradigms for managing secrets through
    programmatic, seamless rotation of 3scale access tokens. Mitigates exposure risk
    and integrates directly into CI/CD secrets management flows.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - Security & Protocols
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Enhance application security by rotating 3scale access
    tokens'
  addition_method: manual
  v2_locations:
  - developerportals.md
? https://developers.redhat.com/blog/2021/05/04/event-driven-apis-and-schema-governance-for-apache-kafka-get-ready-for-kafka-summit-europe-2021
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Addresses the role of schema governance and metadata management in large-scale
    event-driven systems. Focuses on the integration of Apache Kafka with schema registries
    to prevent downstream consumer breakages and maintain strict schema evolution
    paths.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Schema Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Event-driven APIs and schema governance for Apache
    Kafka: Get ready for Kafka Summit Europe 2021'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2021/05/05/building-resilient-event-driven-architectures-with-apache-kafka:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores patterns for engineering highly resilient, decoupled event-driven
    systems with Apache Kafka. Details the implementation of error-handling loops,
    dead-letter queues (DLQs), retry topics, and transaction configurations to prevent
    loss of critical state.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Resiliency & Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Building resilient event-driven architectures with
    Apache Kafka'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://developers.redhat.com/blog/2021/05/05/kubernetes-configuration-patterns-part-2-patterns-for-kubernetes-controllers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030390.6507
  stars: 0
  title: 'developers.redhat.com: Kubernetes configuration patterns, Part 2: Patterns''
    for Kubernetes controllers'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://developers.redhat.com/blog/2021/05/11/building-an-api-using-quarkus-from-the-ground-up:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Step-by-step tutorial showing how to write, construct, secure, and run
    a REST API using Panache ORM and RESTEasy within Quarkus. Details how to simplify
    Hibernate boilerplates through active record pattern styling. It provides an excellent
    architectural base template for deploying standard microservice endpoints.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - API Development
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Build an API using Quarkus from the ground up \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/blog/2021/05/13/why-should-developers-care-about-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on developer velocity under the GitOps paradigm. Explains how
    native Git commands replace direct kubectl interactions, accelerating shipping
    speed, reducing cognitive load, and improving MTTR during outages through simple
    git reverts.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - GitOps
  - Developer Experience
  - Inner Loop
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Why should developers care about GitOps?'
  addition_method: manual
  v2_locations:
  - gitops.md
https://developers.redhat.com/blog/authentication-and-authorization-using-the-keycloak-rest-api:
  addition_method: manual
  last_checked: 1781735928.040242
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - devsecops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/blog/making-environment-variables-accessible-in-front-end-containers:
  addition_method: manual
  last_checked: 1781432289.205828
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - docker.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/books/kubernetes-operators:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032877.760845
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: Kubernetes Operators'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    Kubernetes Operators in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/books/red-hat-universal-base-images-ubi:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029575.333062
  stars: 0
  title: 'developers.redhat.com: book: Red Hat Universal Base Images (UBI)'
  v1_locations:
  - docs/docker.md
  year: N/A
https://developers.redhat.com/cheat-sheets:
  addition_method: manual
  last_checked: 1781736123.169426
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift-pipelines.md
  - cheatsheets.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/cheat-sheets/advanced-linux-commands:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An intensive guide addressing advanced Linux system diagnostic and telemetry
    commands (e.g., lsof, strace, ss, ip). It equips systems engineers to quickly
    troubleshoot process bottlenecks, kernel states, and network connections.
  language: Bash
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Linux Administration
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Advanced Linux commands cheat sheet for developers'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://developers.redhat.com/cheat-sheets/bash-shell-cheat-sheet:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A production-grade reference sheet covering variable handling, stream
    redirections, array controls, and error handling behaviors inside POSIX-compliant
    terminal environments. It is a vital reference for building robust infrastructure
    automation scripts.
  language: Bash
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Shell Scripting
  - Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Bash Shell Scripting Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://developers.redhat.com/cheat-sheets/buildah-cheat-sheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A command reference for Buildah, Red Hat's daemonless container image
    builder. Curator Insight values security improvements from not requiring docker
    sockets. Live Grounding verifies Buildah's central position in secure enterprise-grade
    CI pipelines.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Containerization
  - Container Build
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Buildah Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://developers.redhat.com/cheat-sheets/containers:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Explores foundational container runtimes and command abstractions like
    Podman and Buildah alongside standard Docker commands. Ideal for architects operating
    under daemonless, rootless container security profiles in Red Hat enterprise infrastructure.
  language: PDF
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Virtualization & Containers
  - Docker
  - Enterprise Tools
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Containers Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
  last_checked: 1781735891.947798
https://developers.redhat.com/cheat-sheets/debezium-openshift-cheat-sheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An integration cheat sheet for configuring Debezium CDC within OpenShift
    pipelines. Curator Insight underscores real-time event streaming advantages. Live
    Grounding verifies Debezium's critical role in decoupling microservice databases
    without code changes.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Architecture
  - Data Pipelines
  - Change Data Capture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: Debezium on OpenShift Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://developers.redhat.com/cheat-sheets/intermediate-linux-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032902.01112
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: Intermediate Linux Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    Intermediate Linux Cheat Sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/cheat-sheets/intermediate-linux-commands-cheat-sheet:
  addition_method: manual
  last_checked: 1781735889.871699
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - cheatsheets.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/cheat-sheets/kubernetes:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Enterprise-focused Red Hat guide summarizing essential kubectl command
    structures for cluster administrators. Designed to aid engineers managing OpenShift
    or vanilla Kubernetes distributions, ensuring fast recovery and diagnostic workflows.
  language: PDF
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Kubernetes Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://developers.redhat.com/cheat-sheets/linux-commands-cheat-sheet:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: An enterprise-grade cheat sheet synthesizing primary command categories
    including networking, security, storage, and process management. Perfect quick-reference
    tool for engineers developing and debugging in enterprise Linux environments.
  language: English
  resource_type: Reference
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - Cheat Sheets
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Linux commands for developers'
  addition_method: manual
  v2_locations:
  - linux.md
https://developers.redhat.com/cheat-sheets/microprofile-jwt:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An official guide explaining MicroProfile JWT implementations for cloud-native
    microservices. Curator Insight targets containerized user authorization. Live
    Grounding validates MicroProfile's widespread integration in secure enterprise
    Java ecosystems.
  language: Java
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Architecture
  - Application Security
  - Token Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: MicroProfile JWT (JSON Web Tokens)'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://developers.redhat.com/cheat-sheets/microprofile-rest-client:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A developer-focused reference document detailing the MicroProfile REST
    Client API. It provides a blueprint for programmatically building type-safe REST
    clients in Java enterprise architectures to secure and simplify communication
    between microservices.
  language: Java
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Microservices
  - REST Clients
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.redhat.com: MicroProfile Rest Client Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://developers.redhat.com/cheat-sheets/nodejs-cheat-sheet:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A Red Hat developer cheat sheet for production-scale Node.js configurations.
    Explores performance tracking, package configuration optimization, dependency
    management, and safe containerization.
  language: JavaScript
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Back-End Development
  - NodeJS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Node.js Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://developers.redhat.com/cheat-sheets/odo-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031651.939646
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: odo Cheat Sheet'
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    odo Cheat Sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/cheat-sheets/red-hat-openshift-container-platform:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An official Red Hat publication for managing the OpenShift Container
    Platform CLI. Curator Insight notes its criticality for enterprise engineers.
    Live Grounding emphasizes how OpenShift-specific oc extensions synchronize with
    base Kubernetes APIs.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Platform
  - Container Orchestration
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Red Hat OpenShift Container Platform Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://developers.redhat.com/cheat-sheets/writing-kubernetes-operator-java:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An advanced developer reference for implementing custom Kubernetes Operators
    in Java using Quarkus. Curator Insight highlights Quarkus' small memory footprint.
    Live Grounding shows a significant surge in Java Operator SDK adoption for enterprise
    platforms.
  language: Java
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Architecture
  - Kubernetes Operators
  - Java Quarkus
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Writing a Kubernetes Operator in Java using Quarkus
    - **Cheat Sheet** \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
  - cheatsheets.md
https://developers.redhat.com/cheat-sheetsgit:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029899.072293
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: Git cheat sheet'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    Git cheat sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/cheatsheets:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033342.584048
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Red Hat Developer cheat sheets \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Red Hat
    Developer cheat sheets \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/courses/openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029060.7536
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "developers.redhat.com: Developing on OpenShift (katacoda interactive learning)'
    \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering developers.redhat.com:
    Developing on OpenShift (katacoda interactive learning)' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/developer-sandbox:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Provides immediate, zero-cost developer access to an active, shared
    OpenShift cluster environment pre-populated with cloud-native tooling. Eliminates
    complex infrastructure bootstrapping for developers, letting them deploy containers
    instantly. In 2026, it is the standard starting sandbox for assessing OpenShift
    APIs.
  language: English
  resource_type: Developer Sandbox
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Developer Experience
  - Red Hat Ecosystem
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Developer Sandbox
  addition_method: manual
  v2_locations:
  - ocp4.md
  - demos.md
  last_checked: 1781736190.57421
https://developers.redhat.com/developer-sandbox/activities/deploying-full-stack-javascript-applications-to-the-sandbox/part1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030856.453827
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: Welcome to the Developer Sandbox for Red Hat OpenShift.''
    Part 1: Deploying full-stack JavaScript applications to the Developer Sandbox
    for Red Hat OpenShift'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    Welcome to the Developer Sandbox for Red Hat OpenShift.'' Part 1: Deploying full-stack
    JavaScript applications to the Developer Sandbox for Red Hat OpenShift in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/developer-sandbox/activities/how-to-manage-microservices-using-openshift-dev-spaces-and-jkube:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032242.886458
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: How to manage microservices using OpenShift Dev Spaces''
    and JKube'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    How to manage microservices using OpenShift Dev Spaces'' and JKube in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/developer-sandbox/activities/run-the-canary-deployment-pattern-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030204.244692
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==developers.redhat.com: Run the Canary Deployment pattern on Kubernetes=='
    \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==developers.redhat.com:
    Run the Canary Deployment pattern on Kubernetes==' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/developer-sandbox/get-started:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031012.148615
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: openshift sandbox
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering openshift
    sandbox in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/developer-sandbox/how-to-deploy-java-application-in-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033609.472554
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: How to deploy a Java application on Kubernetes in''
    minutes'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    How to deploy a Java application on Kubernetes in'' minutes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/devnation/tech-talks/10-kubernetes-tools:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031031.505481
  stars: 0
  title: 'developers.redhat.com: 10 awesome Kubernetes tools every user should know''
    | DevNation Tech Talk (video)'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://developers.redhat.com/e-books:
  addition_method: manual
  last_checked: 1781735889.723495
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - cheatsheets.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/e-books/kubernetes-operators:
  addition_method: manual
  last_checked: 1781736221.669246
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - kubernetes.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/ebooks:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031642.253551
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Red Hat Developer eBooks \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Red Hat
    Developer eBooks \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/learn:
  addition_method: manual
  last_checked: 1781736122.716323
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - elearning.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/learn/openshift:
  addition_method: manual
  last_checked: 1781736172.793297
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - demos.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/learn/openshift/foundations-openshift:
  addition_method: manual
  last_checked: 1781736234.584877
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp3.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/learn/openshift/how-deploy-full-stack-javascript-applications-openshift:
  addition_method: manual
  last_checked: 1781735911.212865
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - demos.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/learn/openshift/how-manage-microservices-using-openshift-dev-spaces-and-jkube:
  addition_method: manual
  last_checked: 1781736012.489327
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - kubernetes-client-libraries.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/learn/openshift/run-canary-deployment-pattern-kubernetes:
  addition_method: manual
  last_checked: 1781736211.597551
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - kubernetes.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/openshift-commons/Operator-Lifecycle-Management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031755.252354
  stars: 0
  title: 'developers.redhat.com: OpenShift Commons Briefing: Operator Lifecycle Management''
    (video)'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://developers.redhat.com/products/amq/overview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030589.095739
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '**Red Hat AMQ overview**'
  v1_locations:
  - docs/message-queue.md
  - docs/prometheus.md
  v2_locations:
  - message-queue.md
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering **Red
    Hat AMQ overview** in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/products/cdk/overview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034097.270978
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: **Red Hat Container Development Kit**'
  v1_locations:
  - docs/ocp4.md
  - docs/openshift.md
  v2_locations:
  - ocp4.md
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    **Red Hat Container Development Kit** in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/products/datagrid/overview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030824.508149
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Red Hat Data Grid Overview
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Red Hat
    Data Grid Overview in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/products/developertoolset/overview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030360.476468
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: ==Red Hat Developer Toolset=='
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    ==Red Hat Developer Toolset== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/products/eap:
  addition_method: manual
  last_checked: 1781735981.956514
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - java_app_servers.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/products/eap/overview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030051.941029
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Red Hat JBoss Enterprise Application Platform (JBoss EAP)
  v1_locations:
  - docs/java_app_servers.md
  v2_locations:
  - java_app_servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Red Hat
    JBoss Enterprise Application Platform (JBoss EAP) in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/products/mta:
  addition_method: manual
  last_checked: 1781736123.054763
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/products/mta/getting-started:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Guides teams in utilizing Red Hat’s Migration Toolkit for Applications
    (MTA) to analyze legacy Java frameworks for cloud compatibility. Identifies proprietary
    dependencies and reports on modernization pathways.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Enterprise Modernization
  - Migration Toolkit
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'Migration Toolkit for Applications: Getting Started'
  addition_method: manual
  v2_locations:
  - demos.md
https://developers.redhat.com/products/mta/overview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032223.63102
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Red Hat Application Migration Toolkit
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Red Hat
    Application Migration Toolkit in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/products/openjdk/download:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Provides access to Red Hat's enterprise-hardened distribution of OpenJDK.
    Known for deep integration with Linux containers and robust long-term enterprise
    lifecycle support, it is widely utilized as a standard base runtime in corporate
    datacenters.
  language: Java
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Ecosystem
  - JDK Distribution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Red Hat OpenJDK
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://developers.redhat.com/products/red-hat-data-grid:
  addition_method: manual
  last_checked: 1781735880.048686
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - caching.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/products/red-hat-developer-toolset:
  addition_method: manual
  last_checked: 1781735921.433811
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - devel-sites.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/products/rhel:
  addition_method: manual
  last_checked: 1781736123.254216
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/products/softwarecollections/overview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029475.165657
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: ==Red Hat Software Collections=='
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    ==Red Hat Software Collections== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/products/streams-for-apache-kafka:
  addition_method: manual
  last_checked: 1781736091.33697
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - message-queue.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/promotions/docker-cheatsheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033921.574824
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: Containers Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    Containers Cheat Sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/topics:
  addition_method: manual
  last_checked: 1781736154.077441
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering developers.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/topics/enterprise-java:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029509.253294
  v1_locations:
  - docs/demos.md
  - docs/java_app_servers.md
https://developers.redhat.com/topics/kubernetes:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Red Hat's developer ecosystem portal containing targeted learning paths
    for deploying applications onto Kubernetes and OpenShift. Content spans building
    container images, designing Kubernetes manifests, managing secret injections,
    and orchestrating deployment patterns like rolling updates or canary releases.
    It serves as a continuous educational hub for containerized application design.
  language: English
  resource_type: Developer Portal
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - Application Development
  - Kubernetes Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "developers.redhat.com: Developing applications on Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://developers.redhat.com/topics/python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Resource directory curated by enterprise engineers. Features tutorials
    spanning cloud-native developments, containerized environment setups, and system
    automation strategies utilizing Python.
  language: English
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Learning Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developers.redhat.com: Learn Python: Tutorials and updates from Red Hat
    experts'
  addition_method: manual
  v2_locations:
  - python.md
https://developers.redhat.com/topics/serverless-architecture:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030020.600041
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developers.redhat.com: Serverless Architecture'
  v1_locations:
  - docs/ocp4.md
  - docs/serverless.md
  v2_locations:
  - ocp4.md
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developers.redhat.com:
    Serverless Architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://developers.redhat.com/topics/service-mesh:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Red Hat's developer hub offering deep integration architectures for
    managing Red Hat OpenShift Service Mesh. Synthesizes Istio, Kiali, and Jaeger
    into an enterprise-ready networking stack.
  language: English
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Service Mesh
  - Red Hat OpenShift
  - Enterprise Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Red Hat Developer: Istio Service Mesh'
  addition_method: manual
  v2_locations:
  - istio.md
https://developers.soundcloud.com/blog/service-architecture-1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The pioneering engineering case study detailing SoundCloud's development
    of the Backends-for-Frontends (BFF) pattern. Explains how dedicated, platform-specific
    API gateways optimize network roundtrips and tailor response payloads for mobile
    and web clients.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Frontend Architecture
  - Design Patterns
  - BFF
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'developers.soundcloud.com: Service Architecture at SoundCloud — Part 1:
    Backends for Frontends'
  addition_method: manual
  v2_locations:
  - introduction.md
https://develosapiens.wordpress.com/2015/05/08/playing-with-gradle:
  description: ''
  year: '2015'
  stars: 1
  ai_summary: An early-era developer's log exploring task setups in Gradle. Live Grounding
    confirms its value is now purely historical, documenting the community transition
    away from rigid, XML-heavy Maven structures towards flexible, code-based build
    files.
  language: English
  resource_type: Blog / Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Build Tools
  - Gradle
  - Historical Perspective
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Playing with gradle
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://devhints.io/go:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A high-density Go interface dashboard providing rapid syntactical access.
    Highlights slice memory operations, struct compositions, dynamic channels, and
    concurrency waitgroups to speed up systems programming.
  language: Go
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Languages
  - Go
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devhints.io/go: Go cheatsheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
  - golang.md
https://devineer.medium.com/get-to-grips-with-kubernetes-volumes-a-practical-tutorial-c41853c64f02:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029291.515862
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devineer.medium.com: Get to Grips with Kubernetes Volumes: A Practical Tutorial'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devineer.medium.com:
    Get to Grips with Kubernetes Volumes: A Practical Tutorial in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devineer.medium.com/kubernetes-services-explained-22b4dd11de02:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033906.299113
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devineer.medium.com: Kubernetes Services Explained'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devineer.medium.com:
    Kubernetes Services Explained in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devlibrary.withgoogle.com:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Google’s curated repository showcasing real-world, high-quality open-source
    projects, libraries, and architecture demonstrations built with GCP and Flutter.
    Serves as a peer-reviewed knowledge engine for production-proven software architectures.
  language: English
  resource_type: Web Portal
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Developer Portal
  - Open Source Showcase
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devlibrary.withgoogle.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://devm.io/blog:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Part two of the microservices CI/CD series, detailing continuous deployment
    onto active Kubernetes clusters. Focuses on orchestrating declarative manifest
    YAML files, configuring deployment strategies like rolling updates, and handling
    Kubernetes secrets securely.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes & Cloud Native
  - CI/CD
  - Continuous Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'jaxenter.com: CI/CD for Spring Boot Microservices: Part 2. Extending CI/CD:
    Kubernetes Continuous Deployment for Microservices'
  addition_method: manual
  v2_locations:
  - grafana.md
https://devm.io/kubernetes/kubernetes-bigger-173675:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Position paper explaining how Kubernetes has outgrown its primary definition
    as a container orchestrator to become the universal cloud operating system. Explains
    the power of the K8s API model, Custom Resource Definitions (CRDs), and how it
    is orchestrating non-containerized assets, database clusters, and virtual machines.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Orchestration
  - Future Trends
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'jaxenter.com: Kubernetes Is Much Bigger Than Containers: Here’s Where It
    Will Go Next'
  addition_method: manual
  v2_locations:
  - introduction.md
https://devm.io/kubernetes/kubernetes-extensions-172215:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Evaluates a curated selection of Kubernetes command-line and cluster-level
    utilities designed to simplify debugging, manifest inspection, and deployment
    automation. Highlighting extensions like K9s, Helm, and Kubectl plugins, the article
    contrasts native Kubernetes CLI limits with accelerated platform-engineering workflows.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Orchestration
  - Kubernetes Tools
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "jaxenter.com: Six Essential Kubernetes Extensions to Add to Your Toolkit
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://devm.io/kubernetes/kubernetes-practical-implications-171647:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Analyzes the operational overhead and architectural patterns of deploying
    Kubernetes across multiple clusters and cloud providers. It contrasts local management
    with centralized control planes, emphasizing network topology, storage synchronization,
    and global load balancing. The guide demonstrates that operational complexity
    must be carefully traded off against high availability and disaster recovery goals.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Orchestration
  - Multi-Cluster Strategy
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'jaxenter.com: Practical Implications for Adopting a Multi-Cluster, Multi-Cloud
    Kubernetes Strategy'
  addition_method: manual
  v2_locations:
  - introduction.md
https://devm.io/microservices/cicd-microservices-docker-162408:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details optimal Docker containerization patterns for Spring Boot microservices,
    addressing multi-stage image builds, layer caching, and minimizing runtime footprint
    sizes. It shows how to design pipeline steps to generate secure, unprivileged
    OCI-compliant container images.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Cloud Native
  - CI/CD
  - Dockerization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'jaxenter.com: CI/CD for Spring Boot Microservices: Part 1'
  addition_method: manual
  v2_locations:
  - jenkins.md
  - java_frameworks.md
https://devops-daily.com/games/linux-terminal:
  addition_method: automatic
  ai_summary: 'An interactive, browser-based Linux training terminal constructed to
    teach system concepts through graded micro-challenges.

    - The sandbox guides users through essential operating system operations including
    standard stream redirection, system resource querying, and grep searches.

    - Highly tailored to provide beginner-to-intermediate operators with immediate
    command-execution feedback, removing local environment configuration friction.'
  category: linux-dev-env
  complexity: Beginner
  content_hash: 3cd3eb8f6a8efd06b5157f2c33f510244bf69c6bccfac35e335b838a4f496d0e
  description: An in-browser, sandboxed interactive tutorial for learning and testing
    Linux shell commands, file navigation, and globbing syntax.
  hierarchy:
  - Systems Administration
  - Linux Command Line
  - Interactive Learning
  - DevOps Foundations
  is_microservice: false
  language: en
  last_checked: 1780352838.801116
  reputation_status: Vetted
  reputation_summary: No reputation penalty. Very popular educational sub-module of
    devops-daily.com maintained by Bobby Iliev. Praised across DEV community and Reddit
    as an active, high-quality interactive sandbox.
  resource_type: website
  social_preview_url: https://devops-daily.com/images/games/linux-terminal-og.png
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: devops-education
  tags:
  - '[GUIDE]'
  - '[COMMUNITY-TOOL]'
  title: DevOps Daily — Interactive Linux Terminal Simulator
  year: '2026'
https://devops.cisel.ch/kubernetes-operational-tools-you-must-try:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030052.371256
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devops.cisel.ch: Kubernetes operational tools you must TRY'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devops.cisel.ch:
    Kubernetes operational tools you must TRY in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devops.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Curator Insight: Major industry hub for DevOps articles, webinars,
    and news. Live Grounding: Offers central coverage of emerging SRE trends, security
    frameworks, and container orchestration developments.'
  language: en
  resource_type: Media Hub
  complexity: Intermediate
  hierarchy:
  - DevOps & Platforms
  - Resources
  - Media Hubs
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: devops.com
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/11-open-source-devops-tools-we-love-for-2021:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This evaluation spotlights eleven critical open-source DevOps projects
    covering areas like monitoring, infrastructure automation, container workflows,
    and CI/CD frameworks. It presents real-world architectural trade-offs, helping
    teams evaluate modern platform engineering toolchains.
  language: N/A
  resource_type: Review
  complexity: Beginner
  hierarchy:
  - Developer Tooling
  - Developer Knowledge
  - Curation Repositories
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devops.com: 11 Open Source DevOps Tools We Love For 2021'
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://devops.com/11-steps-to-a-successful-devops-career:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: A step-by-step roadmap detailing technical proficiencies
    needed for DevOps roles. Live Grounding: Emphasizes a hybrid skillset combining
    scripting, continuous integration tools, public cloud architectures, and solid
    collaboration paradigms.'
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Platforms
  - Career Paths
  - Skill Roadmap
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: 11 Steps to a Successful DevOps Career'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/15-must-jenkins-plugins-increase-productivity:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An operational digest analyzing fifteen key plugin utilities critical
    to scaling production clusters, spanning monitoring hooks, dynamic cleanup scripts,
    and visual feedback mechanisms.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Plugin Management
  - Ecosystem Curations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: 15 must have Jenkins plugins to increase productivity'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://devops.com/5-tips-for-a-successful-devops-implementation:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031533.383804
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devops.com: 5 Tips for a Successful DevOps Implementation'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devops.com:
    5 Tips for a Successful DevOps Implementation in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devops.com/6-advantages-of-microservices:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Outlines the foundational architectural advantages of adopting a microservices
    pattern, including technological flexibility, autonomous deployability, localized
    scaling, fault isolation, and improved team ownership over distinct domain services.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Software Architecture
  - Microservices
  - Value Proposition
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devops.com: 6 Advantages of Microservices'
  addition_method: manual
  v2_locations:
  - introduction.md
https://devops.com/6-signs-youre-doing-devops-correctly:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Establishes empirical metrics to qualify mature enterprise practices,
    emphasizing DORA framework key indicators: mean time to recovery (MTTR), deployment
    frequency, change failure rate, and lead time for changes. Contrasts these measurements
    against localized organization benchmarks.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Metrics & Assessment
  - Operational Excellence
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: 6 Signs You’re Doing DevOps Correctly'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/7-popular-open-source-ci-cd-tools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compares seven dominant open-source CI/CD frameworks, assessing execution
    speed, plugin ecosystems, maintenance overhead, and architectural fitness for
    hybrid and Kubernetes configurations.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - DevOps
  - CI-CD Platforms
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: 7 Popular Open Source CI/CD Tools'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
  - cicd.md
https://devops.com/7-trends-influencing-devops-and-devsecops-adoption:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates strategic industry movements toward DevSecOps patterns, automated
    compliance gates, and GitOps-driven workflows. Explains modern paradigms for shifting
    security left by integrating static application security testing (SAST) and software
    composition analysis (SCA) directly into declarative build stages.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Industry Trends
  - DevSecOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: 7 Trends Influencing DevOps and DevSecOps Adoption'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/8-hot-takes-will-we-see-a-monolithic-renaissance:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Discusses the potential return to macro-services or modular monoliths
    to address the operational overhead, network latency, and complex debugging of
    over-engineered microservice fleets.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Patterns
  - Monoliths
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: 8 Hot Takes: Will We See a Monolithic Renaissance?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://devops.com/8-security-considerations-for-ci-cd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Actionable checklist of eight vital security considerations for pipeline
    configurations. Addresses fundamental practices such as secure secrets injection,
    runner environment isolation, least-privilege RBAC, and validation processes to
    prevent supply-chain vulnerabilities.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Delivery
  - Security & Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devops.com: 8 Security Considerations for CI/CD'
  addition_method: manual
  v2_locations:
  - cicd.md
https://devops.com/a-devops-reset-for-a-multi-cloud-world:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Explores multi-cloud complexities and the adjustments
    needed in cloud configuration. Live Grounding: Outlines abstract orchestration
    strategies using tools like Terraform and Kubernetes to bypass cloud-provider
    lock-in.'
  language: en
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps & Platforms
  - Infrastructure
  - Multi-Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Home » Blogs » A DevOps Reset for a Multi-Cloud World'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/best-practices-for-application-performance-testing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: High-level architectural roadmap outlining target strategies for establishing
    continuous, automated performance and stress testing metrics for cloud workloads.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Best Practices for Application Performance Testing'
  addition_method: manual
  v2_locations:
  - qa.md
https://devops.com/breaking-down-silos-applying-open-source-practices-in-the-workplace:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explores the concepts of 'InnerSource'—using open-source development
    practices (like asynchronous code reviews, public pull request discussions, and
    clear system API documentation) inside enterprise software boundaries. Demonstrates
    how to break down engineering silos, improve cross-team contributions, and accelerate
    microservice development velocity.
  language: en
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Innersource
  - DevOps Transition
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'devops.com: Breaking Down Silos: Applying Open Source Practices in the Workplace'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://devops.com/building-on-terraform-evolution-not-revolution:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Explores the continuous evolution of HashiCorp Terraform and OpenTofu
    within the enterprise IaC landscape. Highlights how organizational adoption patterns
    have shifted from manual HCL execution to structured platform engineering paradigms.
    While the source stresses steady progress, live grounding demonstrates that license
    changes (BSL) have spurred a parallel, stable ecosystem under the Linux Foundation
    (OpenTofu).
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Ecosystem Evolution
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'devops.com: Building on Terraform: Evolution, not Revolution'
  addition_method: manual
  v2_locations:
  - terraform.md
https://devops.com/catchpoint-to-acquire-webpagetest-org:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analysis of Catchpoint's acquisition of WebPageTest, the industry-standard
    front-end performance auditing tool. Synthesizing live ecosystem changes, the
    platform continues to operate as an essential resource for tracing core web vitals
    and waterfall execution charts, bolstered by Catchpoint's global infrastructure.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Testing
  - Web Performance
  - Industry Acquisitions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Catchpoint to Acquire Webpagetest.org'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://devops.com/clubhouse-becomes-shortcut-to-transform-software-project-management:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews the rebranding and feature expansion of Clubhouse into Shortcut,
    reinforcing its identity as a fast, highly collaborative agile task and workflow
    tracking platform built for growth-stage engineering teams.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Project Management
  - Agile Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Clubhouse Becomes Shortcut to Transform Software Project Management'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://devops.com/continuous-security-the-next-evolution-of-ci-cd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses moving from periodic security assessments to automated, real-time
    testing within deployment pipelines. Explores running SAST, automated secrets
    scanning, and licensing compliance checks alongside unit tests.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - CI-CD
  - Continuous Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Continuous Security: The Next Evolution of CI/CD'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devops.com/continuous-testing-practices-part-1:
  description: "- [devops.com: Continuous Testing Practices – Part 2 \U0001F31F](https://devops.com/continuous-testing-practices-part-2)"
  year: '2021'
  stars: 0
  ai_summary: First of a multi-part series examining the execution of continuous testing
    models within standard CI/CD deployment channels. Highlights test-automation strategies,
    test environments, and immediate feedback integration.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Testing Pipelines
  - Continuous Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devops.com: Continuous Testing Practices (Part 1) \U0001F31F"
  addition_method: manual
  v2_locations:
  - qa.md
https://devops.com/continuous-testing-practices-part-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033044.830214
  stars: 0
  title: "devops.com: Continuous Testing Practices – Part 2 \U0001F31F"
  v1_locations:
  - docs/qa.md
  year: N/A
https://devops.com/day-2-for-the-operator-ecosystem:
  description: "- [KUDO: The Kubernetes Universal Declarative Operator \U0001F31F](https://kudo.dev)
    KUDO is a toolkit that makes it easy to build Kubernetes Operators, in most cases
    just using YAML."
  year: '2020'
  stars: 0
  ai_summary: Focuses on Kubernetes Operator lifecycle maturity models, introducing
    toolkits like KUDO (Kubernetes Universal Declarative Operator). Covers operational
    challenges, telemetry gathering, and unified configuration schemas.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devops.com: Day 2 for the Operator Ecosystem \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://devops.com/day-in-the-life-of-a-site-reliability-engineer-sre:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An informative run-through of the operational reality of SRE. Explains
    typical workflows, on-call paging procedures, metric reviews, postmortem writing,
    and automated tool-building shifts.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Career Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Day in the Life of a Site Reliability Engineer (SRE)'
  addition_method: manual
  v2_locations:
  - sre.md
https://devops.com/declarative-compliance-with-policy-as-code-and-gitops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details structural mechanisms for enforcing declarative compliance via
    GitOps and Policy-as-Code. Demonstrates configuring automated compliance checkers
    that inspect commits dynamically, ensuring only certified configurations reach
    production environments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Policy & Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devops.com: Declarative Compliance With Policy-as-Code and GitOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://devops.com/devops-as-a-service-migrating-your-entire-devops-stack-to-the-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the business and architectural trade-offs of migrating an organization's
    entire internal build and testing infrastructure to SaaS-based DevOps-as-a-Service
    offerings. The curator details the comparison between maintaining self-hosted
    Jenkins clusters versus subscribing to cloud platforms. Live platform standards
    prove that modern SaaS solutions dramatically decrease internal maintenance overhead
    while enhancing security auditing compliance.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & SRE
  - Cloud Migration
  - DevOps-as-a-Service
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'DevOps as a Service: Migrating Your Entire DevOps Stack to the Cloud'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/devops-for-the-development-and-delivery-of-high-performance-applications:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines production-grade execution models for high-performance software.
    Discusses continuous optimization loops, modern caching topologies, database query
    tuning integration in pipeline tests, and real-time tracing metrics to scale complex
    microservices architectures.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps Methodology
  - Application Delivery
  - Performance Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devops.com: DevOps for the Development and Delivery of High-Performance
    Applications'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/devops-security-your-complete-checklist:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032114.034228
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devops.com: DevOps Security: Your Complete Checklist'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devops.com:
    DevOps Security: Your Complete Checklist in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devops.com/devops-teams-struggling-to-keep-secrets:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An industry report analyzing why modern DevOps organizations struggle
    with 'secrets sprawl' across development tools, build steps, and staging clusters.
    Recommends implementing centralized identity systems and dynamic credential engines.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Security
  - Secrets Management
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: DevOps Teams Struggling to Keep Secrets'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devops.com/devops-trends-to-watch-in-2021:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights dominant technological vectors including standardizing on-demand
    GitOps continuous deployment frameworks, native policy-as-code automation engines,
    multi-cluster federated networks, and progressive delivery orchestrators.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Industry Trends
  - Market Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devops.com: DevOps Trends to Watch in 2021 \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/devsecops-in-azure:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines the technical blueprint for establishing DevSecOps practices
    within the Azure ecosystem. Details security scanners, credential detection tools,
    container analysis systems, and runtime enforcement loops.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - DevSecOps
  - Continuous Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: DevSecOps in Azure'
  addition_method: manual
  v2_locations:
  - azure.md
https://devops.com/devsecops-trends-for-2021:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights essential DevSecOps industry trends, emphasizing Software
    Bill of Materials (SBOM) orchestration, secure-by-default container base images,
    and integration of automated security telemetry into centralized cloud dashboards.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: DevSecOps Trends to Know For 2021'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devops.com/dynatrace-advances-application-environments-as-code:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033046.504515
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: Discusses 'Observability as Code', where application dashboards, SLO
    targets, and alerting configurations are defined using Terraform or Monaco. By
    2026, this approach is integrated into standard CI/CD pipelines to ensure monitoring
    environments scale systematically with the underlying infra.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - GitOps
  is_microservice: true
  title: '==devops.com: Dynatrace Advances Application Environments as Code=='
https://devops.com/finops-foundation-to-help-rein-in-cloud-costs:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An article reporting on the formal creation of the FinOps Foundation
    under the Linux Foundation. Highlights the growing enterprise necessity of managing
    multi-cloud spend and establishing standardized definitions for cloud financial
    operations.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Financial Operations
  - FinOps
  - Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: FinOps Foundation to Help Rein in Cloud Costs'
  addition_method: manual
  v2_locations:
  - finops.md
https://devops.com/five-steps-to-successful-devops-culture:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032076.665174
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devops.com: 5 Steps to Successful DevOps Culture'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devops.com:
    5 Steps to Successful DevOps Culture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devops.com/from-agile-to-devops-to-devsecops-the-next-evolution:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Traces software engineering's historical trajectory from Agile (optimizing
    team velocity) to DevOps (optimizing system delivery) and finally DevSecOps (integrating
    continuous compliance). Evaluates cultural and technical components driving this
    shift.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: From Agile to DevOps to DevSecOps: The Next Evolution'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devops.com/google-dora-report-shows-modest-devops-gains:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032251.797263
  v1_locations:
  - docs/devops.md
https://devops.com/grafana-labs-acquires-assert-ai-to-bring-ai-to-observability:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Discusses the strategic acquisition of Asserts.ai by Grafana Labs. Live
    grounding highlights the integration of semantic graphs, relationship maps, and
    automated root-cause discovery directly into Grafana's UI stack.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - AIOps & AI Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Grafana Labs Acquires Asserts.ai to Bring AI to Observability'
  addition_method: manual
  v2_locations:
  - grafana.md
https://devops.com/great-resignation-spurs-interest-in-tech-certifications:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This article examines the surge in cloud-native certifications (such
    as Kubernetes and AWS) as developers seek to validate cloud skillsets and secure
    modern infrastructure engineering roles in a changing job market.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Continuous Learning
  - Certifications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Great Resignation Spurs Interest in Tech Certifications'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://devops.com/hansura-launches-beta-of-graphql-based-remote-joins-tool:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Announces Hasura's Remote Joins engine. Enables backend developers to
    securely federate and query disparate database services and REST/GraphQL APIs
    behind a unified, high-speed GraphQL interface.
  language: Haskell
  resource_type: Press Release
  complexity: Advanced
  hierarchy:
  - API Architectures
  - GraphQL
  - Federation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Hasura Launches Beta of GraphQL-Based Remote Joins Tool
  addition_method: manual
  v2_locations:
  - api.md
https://devops.com/hazelcast-simplifies-streaming-for-extremely-fast-event-processing-in-iot-edge-and-cloud-environments:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Details Hazelcast's real-time, in-memory stream processing platform
    optimized for extreme high-speed low-latency computations. By unifying in-memory
    storage capabilities with a declarative streaming engine, it represents an outstanding
    option for real-time fraud detection and high-frequency trading.
  language: Java
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Stream Processing
  - In-Memory Compute
  - Hazelcast
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Hazelcast Simplifies Streaming for Extremely Fast Event Processing
    in IoT, Edge and Cloud Environments'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://devops.com/how-are-api-management-and-service-mesh-different:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Differentiates the scopes of API management gateways and service meshes.
    Examines the boundaries of external public facing integrations (north-south client
    traffic) versus intra-cluster secure networking (east-west microservices traffic).
  language: None
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - API Management
  - Service Mesh Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devops.com: How Are API Management and Service Mesh Different?'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://devops.com/how-centralized-log-management-can-save-your-company:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Demonstrates the business and technical value of implementing centralized
    log aggregation in distributed systems. Outlines how consolidated logs reduce
    Mean Time to Resolution (MTTR), improve compliance auditing, and streamline security
    incident responses.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - Log Management
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: How Centralized Log Management Can Save Your Company'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://devops.com/how-containers-simplify-devops-workflows-and-ci-cd-pipelines:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes structural benefits of using containers as immutable deployment
    artifacts. Explains how containers prevent environment drift, accelerate automated
    build times, and streamline target infrastructure orchestration.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration & Containers
  - Containerization
  - CI/CD Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "devops.com: How Containers Simplify DevOps Workflows and CI/CD Pipelines
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/how-good-developers-become-good-engineering-managers:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explores the complex transition from individual software contributor
    to engineering manager. Outlines how to pivot from tactical coding efforts to
    strategic engineering leadership, detailing how to manage high-level software
    system design, support team career growth, and avoid micro-management traps that
    block development productivity.
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Career Development
  - Management Transition
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'devops.com: How Good Developers Become Good Engineering Managers'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://devops.com/how-sres-benefit-from-feature-flags:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates the role of feature flags in risk mitigation. Demonstrates
    how isolating application deployment from runtime feature activation enables SREs
    to instantly disable buggy paths without executing a full application rollback.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - Feature Management
  - Reliability Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devops.com: How SREs Benefit From Feature Flags'
  addition_method: manual
  v2_locations:
  - sre.md
https://devops.com/how-the-sre-role-is-evolving:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Tracks the industry evolution of SRE from isolated teams to a core cross-functional
    engineering practice. Highlights the transition from managing static infrastructure
    to developing programmatic automation platforms.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: How the SRE Role Is Evolving'
  addition_method: manual
  v2_locations:
  - sre.md
https://devops.com/how-to-automate-pki-for-devops-with-open-source-tools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article discusses the orchestration and automation of Public Key
    Infrastructure (PKI) using modern open-source utilities like Vault and cert-manager.
    It presents a resilient blueprint for generating short-lived certificates dynamically
    within automated CI/CD configurations. This approach helps minimize human errors
    and ensures encrypted service-to-service communication.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Cryptography
  - PKI Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devops.com: How to Automate PKI for DevOps With Open Source Tools'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devops.com/how-to-implement-an-effective-ci-cd-pipeline:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details tactical methodologies for constructing highly effective, resilient
    CI/CD pipelines. Explains how to integrate Infrastructure as Code (IaC), monitor
    lifecycle metrics, and avoid critical deployment execution pitfalls.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: How to Implement an Effective CI/CD Pipeline'
  addition_method: manual
  v2_locations:
  - cicd.md
https://devops.com/how-to-migrate-existing-infrastructure-to-terraform:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A guide targeting the structural transition of legacy, manually managed
    cloud infrastructure into a declarative Terraform state. Explains standard import
    mechanisms, reverse-engineering of HCL definitions, and reconciliation of drift.
    Live grounding emphasizes that recent Terraform releases (1.5+) have radically
    improved this flow through native "import" blocks, reducing dependency on legacy
    CLI tooling.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Migration & Import
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'devops.com: How to Migrate Existing Infrastructure to Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://devops.com/how-to-seamlessly-transition-to-devsecops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical migration blueprint for legacy enterprise setups transitioning
    to DevSecOps. Recommends strategies for setting automation priorities, gaining
    early delivery wins, and establishing shared telemetry metrics across development
    and operations teams.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - Migration Planning
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'devops.com: How to Seamlessly Transition to DevSecOps'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devops.com/how-to-successfully-integrate-security-and-devops:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Provides strategic guidelines on merging security frameworks with DevOps
    practices. Highlights establishing security automation checkpoints, fostering
    unified tooling, and utilizing threat modeling early in standard sprint cycles.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Culture & Collaboration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: How to Successfully Integrate Security and DevOps'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devops.com/implementing-message-queue-in-kubernetes:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: This article outlines best practices for deploying message queues inside
    Kubernetes clusters. It addresses challenges related to stateful set allocations,
    persistent volume claims, and handling node failure scenarios.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes
  - Message Brokers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Best of 2019: Implementing Message Queue in Kubernetes'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://devops.com/infrastructure-abstraction-will-be-key-to-managing-multi-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how infrastructure-as-code (IaC) and Kubernetes-driven abstraction
    layers decouple workloads from underlying cloud provider primitives. This design
    pattern reduces complexity, minimizes lock-in, and enforces consistent deployment
    methodologies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - DevOps
  - Infrastructure Abstraction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Infrastructure Abstraction Will Be Key to Managing Multi-Cloud'
  addition_method: manual
  v2_locations:
  - introduction.md
https://devops.com/is-noops-the-future-of-cloud-networking:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates the intersection of automated networking policies and NoOps.
    Outlines how SDN controllers, declarative API gateways, and service mesh automated
    loops handle routing and network microsegmentation automatically.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Operations Paradigms
  - NoOps Philosophy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Is NoOps the Future of Cloud Networking?'
  addition_method: manual
  v2_locations:
  - noops.md
https://devops.com/kubernetes-jenkins-master-slave-scaling-the-scalability-issue:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Technical deep-dive clarifying structural friction when scaling Dynamic
    Kubernetes Agents. Elaborates on cluster size optimizations, node selectors, and
    transient agent lifetimes.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD Infrastructure
  - Scalability & Resilience
  - Kubernetes Agents
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devops.com: Kubernetes Jenkins Master-Slave: Scaling the Scalability Issue'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://devops.com/languages-and-devops-recommendations:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compares performance profiles and use cases for key automation languages
    including Go, Python, Bash, and Rust. Assists platform teams in choosing tools
    based on raw compilation speed, runtime memory overhead, and library support.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Programming Languages
  - Infrastructure-as-Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Languages and DevOps: Recommendations'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/make-github-backups-part-of-your-development-process:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the strategic importance of automated repository backups within
    enterprise CI/CD processes. Emphasizes risk mitigation around cloud service outages,
    compromised developer credentials, and accidental branch deletions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Backup & Recovery
  - DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Make GitHub Backups Part of Your Development Process'
  addition_method: manual
  v2_locations:
  - git.md
https://devops.com/measuring-technical-debt:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores analytical frameworks to measure technical debt objectively.
    Employs metrics like SQALE methodology, code coverage, cycle time impact, and
    escape defect rates to calculate the true cost of legacy architectures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Methodology
  - Metrics
  - Technical Debt
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'devops.com: Measuring Technical Debt'
  addition_method: manual
  v2_locations:
  - introduction.md
https://devops.com/measuring-the-progress-of-the-opentelemetry-project:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A historical overview detailing the organizational velocity, community
    contributions, and consolidation patterns of the CNCF OpenTelemetry project. Synthesizes
    adoption telemetry and integration roadmaps with legacy APM frameworks.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Observability
  - OpenTelemetry
  - Governance
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'devops.com: Measuring the Progress of the OpenTelemetry Project'
  addition_method: manual
  v2_locations:
  - demos.md
https://devops.com/nine-pillars-of-devops-best-practices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Systematizes critical organizational practices into nine engineering
    pillars. Outlines steps for securing developer workflows, maintaining operational
    observability, enforcing configuration standardization, and building reliable
    continuous recovery environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Core Frameworks
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Nine Pillars of DevOps Best Practices'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/pulumi-moves-to-automate-cloud-infrastructure-provisioning:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analysis of Pulumi's automated delivery engines, evaluating the platform's
    features for removing configuration drift and synchronizing cluster models with
    git-managed repositories.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD Integration
  - Pulumi
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Pulumi Moves to Automate Cloud Infrastructure Provisioning'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://devops.com/red-hat-extends-scope-of-ansible-automation-ambitions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the strategic expansion of AAP 2 automation layers. Explores
    decoupling control loops from target runtimes and shifting execution flows closer
    to network boundaries and multi-cloud edges.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Enterprise Platform
  - Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Red Hat Extends Scope of Ansible Automation Ambitions'
  addition_method: manual
  v2_locations:
  - ansible.md
https://devops.com/secdevops-is-the-solution-to-cybersecurity:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Advocates for SecDevOps as a necessary system design response to address
    sophisticated modern threat surfaces. Highlights using declarative orchestration
    profiles, immutable runtime configurations, and early detection mechanisms to
    minimize vulnerability windows.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devops.com: SecDevOps is the Solution to Cybersecurity \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devops.com/securing-your-software-development-pipelines:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines methods for securing continuous delivery setups from upstream
    supply-chain threats. Focuses on protecting execution infrastructure, implementing
    cryptographic artifact validation, and isolating dependency ingestion engines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - CI-CD
  - Pipeline Integrity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Securing Your Software Development Pipelines'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devops.com/serverless-computing-moving-from-devops-to-noops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates how serverless architectures drive NoOps execution. Emphasizes
    shifting operations responsibilities (e.g., node provisioning, patching, scaling)
    to public cloud platforms, allowing developers to focus strictly on code components.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Serverless Architecture
  - NoOps Execution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Serverless Computing: Moving from DevOps to NoOps'
  addition_method: manual
  v2_locations:
  - noops.md
https://devops.com/shift-right-testing-the-emergence-of-testops:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033823.339701
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2020'
  ai_summary: Outlines Shift-Right testing methodologies and TestOps workflows. Advocates
    validating configurations directly against production deployments under active
    user loads, supported by analytics and monitoring tools.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - TestOps Strategy
  is_microservice: false
  title: 'devops.com: Shift-Right Testing: The Emergence of TestOps'
https://devops.com/site-reliability-engineering-101-devops-versus-sre:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Provides an entry-level comparison of SRE and DevOps methodologies.
    Explains key tenets of both schools of thought, with a focus on how teams share
    operational ownership and handle blameless post-mortems to foster high-velocity
    engineering.
  language: English
  resource_type: blog
  complexity: beginner
  hierarchy:
  - Reliability Engineering
  - SRE vs DevOps
  - Introductory Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Site Reliability Engineering 101: DevOps Versus SRE'
  addition_method: manual
  v2_locations:
  - sre.md
https://devops.com/sre-devops-cloud-native-server-cage-match:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A high-energy analysis contrasting SRE, DevOps, and Cloud Native architectures.
    Explores how container orchestration, microservices, and micro-deployments mandate
    both cultural DevOps adjustments and programmatic SRE automation to survive at
    scale.
  language: English
  resource_type: blog
  complexity: intermediate
  hierarchy:
  - Reliability Engineering
  - Cloud Native Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: SRE vs. DevOps vs. Cloud Native: The Server Cage Match'
  addition_method: manual
  v2_locations:
  - sre.md
https://devops.com/sre-vs-devops-false-distinction:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Deconstructs the industry debate regarding SRE and DevOps, arguing that
    comparing them creates a false dichotomy. Suggests that successful engineering
    organizations merge the collaborative philosophy of DevOps with the analytical,
    code-driven rigor of SRE.
  language: English
  resource_type: blog
  complexity: intermediate
  hierarchy:
  - Reliability Engineering
  - SRE vs DevOps
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: SRE vs. DevOps — a False Distinction?'
  addition_method: manual
  v2_locations:
  - sre.md
https://devops.com/sre-vs-platform-engineering-whats-the-difference:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Differentiates the core focuses of Platform Engineering and SRE. Analyzes
    how SRE teams protect application reliability, while Platform Engineering optimizes
    developer velocity by packaging tools into Internal Developer Platforms (IDPs).
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Platform Engineering
  - Organizational Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devops.com: SRE Vs. Platform Engineering: What’s the Difference?'
  addition_method: manual
  v2_locations:
  - sre.md
https://devops.com/survey-shows-mounting-devops-frustration-and-costs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyses industrial survey metrics capturing financial waste and team
    frustrations. Connects developer burnout and cloud cost overruns directly to highly
    fragmented toolchains, lack of platform standardization, and manual compliance
    bottlenecks.
  language: English
  resource_type: Report
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Cost & Metrics
  - Organizational Challenges
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Survey Shows Mounting DevOps Frustration and Costs'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/survey-surfaces-high-reliance-on-devops-to-build-and-deploy-apis:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Focuses on deployment statistics validating the correlation between
    microservice container rollouts and automated API lifecycle verification strategies.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - API Management
  - DevOps Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devops.com: Survey Surfaces High Reliance on DevOps to Build and Deploy
    APIs'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/the-argo-project-making-gitops-practical:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Investigates the rapid industry adoption of the Argo ecosystem (Argo
    CD, Workflows, Rollouts, Events). Explains how the projects solve operational
    gaps in native Kubernetes, making declarative continuous delivery robust and enterprise-ready.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - GitOps & CD
  - Argo Project Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'devops.com: The Argo Project: Making GitOps Practical'
  addition_method: manual
  v2_locations:
  - argo.md
https://devops.com/the-devops-bottleneck-why-iac-orchestration-is-the-missing-piece:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Addresses operational scale limits when managing state files and workflow
    dependencies manually. Argues for unified infrastructure orchestration planes
    that handle secrets distribution and pipeline synchronization systematically.
  language: None
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - DevOps & CI/CD
  - Infrastructure as Code
  - Orchestration Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'The DevOps Bottleneck: Why IaC Orchestration is the Missing Piece'
  addition_method: manual
  v2_locations:
  - devops.md
  - iac.md
https://devops.com/the-evolving-devops-journey-continuous-mindset-starts-with-cultural-change:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Asserts that successful DevOps execution relies heavily
    on fundamental cultural shifts. Live Grounding: Concludes that technical tools
    inevitably fail without a parallel focus on dismantling corporate silos and unifying
    developer-operator objectives.'
  language: en
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Methodology
  - Team Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: The DevOps Journey: Continuous Mindset Starts With Cultural
    Change'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/the-fallacy-of-continuous-integration-delivery-and-testing:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Explores common anti-patterns in DevOps pipelines where fast builds
    mask poor test coverage and integration siloes. Offers recommendations on balancing
    CI/CD speed with architectural quality gates and production-like validation.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - CI/CD
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: The Fallacy of Continuous Integration, Delivery and Testing'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://devops.com/the-real-pipeline:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Exposes the reality of modern continuous delivery pipelines, contrasting
    linear textbook designs against highly complex, non-linear feedback loops. Curator
    highlights stress the integration of multi-stage automated tests. Live architectural
    reviews in 2026 show that successful enterprise implementations rely heavily on
    policy-as-code and canary release orchestration rather than simple, step-by-step
    automated deployment scripts.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps & SRE
  - CI/CD Pipelines
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devops.com: he Real Pipeline'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/the-rise-of-netdevops-and-ci-cd-pipeline-solutions:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details the integration of DevOps practices into physical and software-defined
    network engineering (NetDevOps). The author explains how manual CLI configurations
    are replaced by declarative pipelines and GitOps repositories. Live network architecture
    relies on these methodologies to continuously test, validate, and push configuration
    changes to production switches and core SD-WAN structures.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Network Infrastructure
  - NetDevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: The Rise of NetDevOps and CI/CD Pipeline Solutions'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/tips-for-a-successful-devsecops-life-cycle:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines engineering practices for integrating security across the application
    development lifecycle. Covers choosing integration points, configuring alert signaling
    thresholds to avoid fatigue, and defining collaborative post-incident remediations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - Integration Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Tips for a Successful DevSecOps Life Cycle'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devops.com/top-10-best-practices-for-jenkins-pipeline-plugin:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A fundamental playbook cataloging pipeline coding mistakes. Covers memory
    footprint reductions, parallel thread orchestrations, avoiding non-serializable
    objects, and managing global timeouts.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline Architecture
  - Jenkins Pipeline
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devops.com: Top 10 Best Practices for Jenkins Pipeline Plugin \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://devops.com/top-nine-skills-for-sres-to-master:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highlights nine critical technical skills for SREs, including writing
    high-quality infrastructure automation, building telemetry dashboards, designing
    reliable distributed networks, and mastering cloud platform paradigms.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Skills Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devops.com: Top Nine Skills for SREs to Master \U0001F31F"
  addition_method: manual
  v2_locations:
  - sre.md
https://devops.com/transform-legacy-java-apps-to-microservices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Strategic and tactical guide addressing the decomposition of legacy
    enterprise Java systems. Emphasizes modern automated refactoring engines to accurately
    map boundaries, mitigating migration risks while speeding up time-to-production.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Modernization
  - Monolith to Microservices
  - Guides
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'devops.com: Best of 2021 – Transform Legacy Java Apps to Microservices'
  addition_method: manual
  v2_locations:
  - introduction.md
https://devops.com/transform-mobile-devops-into-mobile-devsecops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Adapts classic cloud-native DevSecOps patterns to mobile development
    environments. Explores mobile-specific concerns including binary protection, automated
    obfuscation tooling, dynamic testing inside simulated environments, and secure
    API integration.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - Mobile Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Transform Mobile DevOps into Mobile DevSecOps'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devops.com/unlocking-your-devops-automation-mindset:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This technical analysis outlines tactical shifts from manual toil to
    systemic continuous delivery and test automation architectures. It demonstrates
    patterns for decentralizing operations by pushing configuration ownership to development
    teams, reducing release anxiety through early integration and continuous feedback
    loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Automation Philosophy
  - Culture & Mindset
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devops.com: Unlocking Your DevOps Automation Mindset \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/up-your-devops-game-its-time-for-noops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Proposes actionable tactics for transitioning DevOps engineering pipelines
    into automated, serverless-first NoOps infrastructures. Discusses standardized
    declarative delivery flows and policy engine setups.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Operations Paradigms
  - NoOps Philosophy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Up Your DevOps Game: It’s Time for NoOps'
  addition_method: manual
  v2_locations:
  - noops.md
https://devops.com/updating-and-managing-infrastructure-as-code-iac:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details architectural strategies for maintaining, refactoring, and upgrading
    legacy IaC bases. Explores lockfile maintenance, drift remediation, and structural
    validation steps required for safe production updates.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Lifecycle Management
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'devops.com: Updating and Managing Infrastructure-as-Code (IaC)'
  addition_method: manual
  v2_locations:
  - iac.md
https://devops.com/using-jenkins-configuration-as-code:
  description: '- [https://github.com/jenkinsci/configuration-as-code-plugin](https://github.com/jenkinsci/configuration-as-code-plugin)'
  year: '2024'
  stars: 0
  ai_summary: A practical industry analysis illustrating standard techniques for shifting
    legacy Jenkins controller provisioning workflows into git-centric, declaration-first
    structures. It presents a detailed taxonomy of automated setup validation strategies.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Configuration as Code
  - Jenkins JCasC
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'devops.com: Using jenkins configuration as code'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://devops.com/using-llms-to-automate-pipeline-conversions-from-legacy-to-tekton:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030718.374767
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  - '[LEGACY]'
  title: '==devops.com: Using LLMs to Automate Pipeline Conversions From Legacy to''
    Tekton=='
  v1_locations:
  - docs/tekton.md
  v2_locations:
  - tekton.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==devops.com:
    Using LLMs to Automate Pipeline Conversions From Legacy to'' Tekton== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devops.com/vfunction-automates-conversion-of-java-apps-to-microservices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details how automated profiling instruments compile-time and runtime
    dynamics of legacy enterprise codebases, identifying domain boundaries to programmatically
    extract microservice packages.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Modernization
  - Automated Migration
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'devops.com: Function Automates Conversion of Java Apps to Microservices'
  addition_method: manual
  v2_locations:
  - introduction.md
https://devops.com/web-application-security-is-not-api-security:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Explains why legacy web app application security configurations fall
    short of API security requirements. Discusses custom API gateway rules, deep OAuth
    2.0 validation, and endpoint-level access controls.
  language: Agnostic
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - API Security
  - Design
  - Best Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: "devops.com: Web Application Security is not API Security \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://devops.com/whats-the-difference-between-devops-and-platform-engineering:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032751.514168
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devops.com: What’s the Difference Between DevOps and Platform Engineering?'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devops.com:
    What’s the Difference Between DevOps and Platform Engineering? in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devops.com/when-to-use-api-management-and-service-mesh-together:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explores patterns for integrating API gateways with service meshes.
    Highlights how to pass identity contexts, orchestrate global traffic routes, and
    enforce layered perimeter and transport-level security policies.
  language: None
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - API Management
  - Service Mesh Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'devops.com: When to Use API Management and Service Mesh Together'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://devops.com/where-does-observability-stand-today-and-where-is-it-going-next:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Analyzes the ongoing evolution of observability systems toward artificial
    intelligence integration (AIOps), automated anomaly detection, and continuous
    optimization profiles. Curator Insight: Industry roadmap on telemetry analysis.
    Live Grounding: Crucial for evaluating how LLMs and ML models parse log volumes
    for predictive maintenance.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Industry Trends
  - AI
  - AIOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Where Does Observability Stand Today, and Where is it Going
    Next?'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://devops.com/why-boring-tech-is-best-to-avoid-a-microservices-mess:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Arguments for architectural conservatism when adopting a highly distributed
    microservices paradigm. By utilizing mature, 'boring' technology (e.g., PostgreSQL,
    REST/gRPC, stable programming runtimes), engineering teams can isolate and absorb
    the inherent complexity of distributed systems coordination.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Software Architecture
  - Microservices
  - Technology Selection
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'devops.com: Why Boring Tech is Best to Avoid a Microservices Mess'
  addition_method: manual
  v2_locations:
  - introduction.md
https://devops.com/why-monitoring-as-code-will-be-a-must-for-devops-teams:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Examines the strategic necessity of Monitoring as Code (MaC) within
    highly automated enterprises, highlighting its ability to prevent manual dashboard
    decay and streamline alert maintenance. Curator Insight: Organizational transition
    to MaC. Live Grounding: Essential reading for scaling observability policies uniformly
    across enterprise development teams.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Automation
  - Monitoring as Code
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Why Monitoring-as-Code Will be a Must for DevOps Teams'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://devops.com/why-mttr-is-a-vital-metric-for-devops-teams:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Details how MTTR influences business outcome reliability
    and pipeline maturity. Live Grounding: Details how real-time logging, distributed
    tracing, and incident response runbooks directly improve telemetry metrics inside
    microservices deployments.'
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Platforms
  - Telemetry & Metrics
  - SRE Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Why MTTR is a Vital Metric for DevOps Teams'
  addition_method: manual
  v2_locations:
  - devops.md
https://devops.com/why-traditional-approaches-to-api-security-dont-work:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes the limitations of traditional web application firewalls (WAFs)
    in modern microservice systems. Explores programmatic API security patterns, including
    schema validation, API rate limiting, token-based authorization, and continuous
    contract checking.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - API Security
  - Microservices Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devops.com: Taking a DevSecOps Approach to API Security'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devops.com/yeah-youre-doing-devops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical assessment of core delivery principles. Defines real DevOps
    maturity through deployment feedback speeds, shared code testing responsibilities,
    and team collaboration setups, rather than just using automation tools.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Operational Assessment
  - Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devops.com: Yeah, You’re Doing DevOps'
  addition_method: manual
  v2_locations:
  - devops.md
https://devopscube.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: DevOpsCube offers high-quality, practical guides for configuring and
    maintaining production Kubernetes environments. It is highly regarded for its
    detailed setup instructions for Prometheus, Grafana, ingress controllers, and
    cluster scaling.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - DevOps & CI/CD
  - Technical Walkthroughs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: devopscube.com
  addition_method: manual
  v2_locations:
  - devops.md
  - kubernetes.md
https://devopscube.com/automate-ebs-snapshot-creation-deletion:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A practical DevOps guide detailing automation patterns for the creation,
    lifecycle retention, and deletion of AWS EBS snapshots. Shows how to use AWS Lifecycle
    Manager and bash cron jobs to guarantee cluster data durability without compiling
    excessive storage debt.
  language: Bash
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage
  - AWS EBS
  - Snapshot Automation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devopscube.com: How to Automate EBS Snapshot Creation, Retention and Deletion'
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://devopscube.com/become-devops-engineer:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An exhaustive, structured guide cataloging core platform engineering
    requirements including Linux kernel administration, Docker container runtimes,
    declarative Infrastructure as Code (IaC), GitOps continuous deployment systems,
    and advanced distributed telemetry stacks.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - DevOps Methodology
  - Career Roadmap
  - Skill Acquisition
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devopscube.com: Become A DevOps Engineer in 2021: A Comprehensive Guide'
  addition_method: manual
  v2_locations:
  - devops.md
https://devopscube.com/build-docker-image:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A structured blueprint demonstrating professional design standards for
    OCI-compliant artifact assemblies. Focuses on minimizing layers, avoiding build
    context overhead, and utilizing cache layers effectively.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Build Optimization
  - Dockerfiles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devopscube.com: How to Build Docker Image : Comprehensive Beginners Guide'
  addition_method: manual
  v2_locations:
  - docker.md
https://devopscube.com/build-docker-image-kubernetes-pod:
  description: ''
  addition_method: manual
  content_hash: 78e4c1873fcfd3904a6fa2ee9acc239f43701f58d236ba931de3e1760ded7d0a
  health_score: 100.0
  last_checked: 1779033771.059057
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: This reference article analyzes alternative methods for constructing
    container images natively within Kubernetes pods, highlighting Kaniko, BuildKit,
    and Docker-in-Docker (DinD). It contrasts security risks and runtime overhead
    of each.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Image Building
  - In-Cluster Builds
  - Educational Material
  is_microservice: false
  title: "devopscube.com: How To Build Docker Image In Kubernetes Pod \U0001F31F"
https://devopscube.com/configure-ingress-tls-kubernetes:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A tutorial guiding developers through TLS/SSL certificate generation,
    binding, and storage in ingress environments. Explains how to leverage native
    cert-manager pipelines to secure internet-facing applications automatically with
    Let's Encrypt certificates.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Security & TLS
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devopscube.com: How To Configure Ingress TLS/SSL Certificates in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://devopscube.com/create-kubernetes-jobs-cron-jobs:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical guide detailing the creation of parallel Jobs and recurring
    CronJobs. Offers a clear reference for backoff limits, completion conditions,
    and active execution deadlines.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Workloads
  - Batch Jobs
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devopscube.com: How To Create Kubernetes Jobs/Cron Jobs – Getting Started
    Guide'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://devopscube.com/create-kubernetes-role:
  addition_method: manual
  content_hash: 7a85dc1716b5e43c9280b59c968a0e1d23768a05aa483f4f86408fa786d3627f
  description: ''
  health_score: 100.0
  last_checked: 1779033903.576255
  needs_ai_refresh: true
  stars: 0
  title: 'devopscube.com: How to Create kubernetes Role for Service Account'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://devopscube.com/deploy-postgresql-statefulset:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Comprehensive architectural guide to deploying a highly available PostgreSQL
    cluster on Kubernetes using standard StatefulSets. Covers headless services, persistent
    volume claims, replica configurations, and health probes.
  language: YAML
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - PostgreSQL HA
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'devopscube.com: How to Deploy PostgreSQL Statefulset in Kubernetes With
    High Availability'
  addition_method: manual
  v2_locations:
  - databases.md
https://devopscube.com/docker-containers-as-build-slaves-jenkins:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A practical guide for implementing Dockerized executors, enabling dynamic
    allocation of ephemeral developer containers as isolated, on-demand agents. Ensures
    high container clean-room isolation across parallel builds.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Dynamic Agents
  - Docker Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devopscube.com: How to Setup Docker containers as Build Slaves for Jenkins'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://devopscube.com/immutable-infrastructure:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A beginner's guide detailing the immutable infrastructure pattern, where
    infrastructure elements are replaced rather than modified in place. Highlights
    benefits in predictability, rollbacks, and drift management.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devopscube.com: Immutable Infrastructure Explained For Beginners'
  addition_method: manual
  v2_locations:
  - iac.md
https://devopscube.com/ip-address-tutorial:
  addition_method: manual
  content_hash: f3aababc0746bfbe3e103424dca77983ac65403e93d2679ce9457934b6738c4c
  health_score: 100.0
  last_checked: 1779030842.898023
  needs_ai_refresh: true
  v1_locations:
  - docs/networking.md
https://devopscube.com/jenkins-architecture-explained:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A classic conceptual primer outlining standard architecture dynamics
    between Jenkins central control plane instances and scale-out worker agents. Delivers
    essential mental models for networking, agent provisioning, and persistence.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI/CD Infrastructure
  - Core Architecture
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devopscube.com: Jenkins Architecture Explained – Beginners Guide'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://devopscube.com/jenkins-build-agents-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides an architectural step-by-step setup of self-scaling Jenkins
    Build Agents using the Kubernetes Jenkins plugin. Configures persistent volumes
    and resource constraints for ephemeral executors.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevSecOps & Automation
  - Jenkins-based CI-CD
  - Jenkins Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devopscube.com: How to Setup Jenkins Build Agents on Kubernetes Cluster
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://devopscube.com/jenkins-pipeline-as-code:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive introductory guide for implementing Pipeline-as-Code
    using Jenkins Declarative syntax. Includes visual aids, multi-stage syntax examples,
    trigger mechanisms, and guidance on navigating the Blue Ocean pipeline visualization
    interface.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Jenkins Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devopscube.com: Jenkins Pipeline as Code Tutorial For Beginners \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://devopscube.com/key-considerations-kubernetes-cluster-design-setup:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A critical architectural design checklist covering VPC planning, high-availability
    control planes, etcd backup configurations, and identity federation. Recommended
    reading before launching any production-grade enterprise platform.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Cluster Architecture
  - Reference Designs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "devopscube.com: 10 Key Considerations for Kubernetes Cluster Design & Setup
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://devopscube.com/kube-bench-guide:
  addition_method: manual
  content_hash: 1e6d8ca58c30e4fc6a809bcd549a881f78774d13133da067a7c159fca215e210
  description: ''
  health_score: 100.0
  last_checked: 1779033435.995396
  needs_ai_refresh: true
  stars: 0
  title: '==devopscube.com/kube-bench-guide: Kube-Bench: Kubernetes CIS Benchmarking''
    Tool=='
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://devopscube.com/kubernetes-api-access-service-account:
  description: "- [devopscube.com: How to Create kubernetes Role for Service Account](https://devopscube.com/create-kubernetes-role)\n
    \   - [github.com/scriptcamp/kubernetes-serviceaccount-example](https://github.com/scriptcamp/kubernetes-serviceaccount-example)
    Example Kubernetes manifests to create service account mapped to Rolebinding."
  year: '2023'
  stars: 0
  ai_summary: A practical tutorial focused on provisioning Kubernetes Service Accounts
    for targeted API server access. Walks through credential auto-generation constraints,
    manifesting corresponding API access boundaries, and constructing secure automated
    CI/CD pipelines.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devopscube.com: How To Create Kubernetes Service Account For API Access'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://devopscube.com/kubernetes-daemonset:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A detailed engineering breakdown of the DaemonSet controller pattern.
    Explains how to deploy system-level agents (like log collectors, CNI daemons,
    and monitoring agents) on every cluster node, specifying advanced scheduling techniques,
    tolerations, node affinity, and resource constraints.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Core Concepts
  - Workload Resources
  - DaemonSets
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devopscube.com: Kubernetes Daemonset: A Comprehensive Guide'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://devopscube.com/kubernetes-ingress-tutorial:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A detailed step-by-step tutorial addressing the installation and configuration
    of the NGINX Ingress controller. Focuses on setting up custom host routing rules,
    implementing path matching, and troubleshooting entry level ingress issues.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Tutorials
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "devopscube.com: Kubernetes Ingress Tutorial For Beginners \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://devopscube.com/kubernetes-kubeconfig-file:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A highly readable, practical guide unpacking the schema and structural
    design of Kubeconfig files. Teaches readers how context configurations, user credentials,
    clusters, and API client auth certificates are structured to drive kubectl orchestration.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Security
  - Access Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devopscube.com: Kubeconfig File Explained With Practical Examples \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://devopscube.com/kubernetes-logging-tutorial:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An introductory blueprint covering fundamental logging behaviors in
    containerized orchestration environments. Demystifies container log storage paths,
    standard troubleshooting CLI workflows with `kubectl logs`, and simple forwarding
    architectures.
  language: None
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Log Management & Diagnostics
  - Log Aggregation
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "devopscube.com: Kubernetes Logging Tutorial For Beginners \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://devopscube.com/kubernetes-minikube-tutorial:
  addition_method: manual
  content_hash: 6505f61b37bed8fd0f3ec199c5544b229a1b0649aee98701aa7ec416d89e8ead
  description: ''
  health_score: 100.0
  last_checked: 1779030401.340494
  needs_ai_refresh: true
  stars: 0
  title: 'devopscube.com: Kubernetes Minikube Tutorial for Beginners'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://devopscube.com/kubernetes-pod:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A foundational, end-to-end technical reference manual mapping the Pod
    lifecycle, container initialization vectors, probe configurations, and common
    workload operational runbooks.
  language: YAML
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Compute
  - Pods
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: devopscube.com/kubernetes-pod
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://devopscube.com/kubernetes-tutorials-beginners:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: An exceptional introductory portal that distills container architecture
    into highly digestible guides. Explores standard pod mechanics, ingress controllers,
    environment configs, and scaling strategies with clean procedural steps.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes
  - Fundamentals
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'devopscube.com: Kubernetes Tutorials For Beginners: Getting Started Guide'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://devopscube.com/kubernetes-v1-21-released:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight offers an overview of Kubernetes 1.21. In 2026, we track
    this release as a major evolution that brought CronJobs to GA and introduced PodDisruptionBudget
    stability.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.21
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devopscube.com: Kubernetes v1.21 Released: Here is What you should know'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://devopscube.com/kustomize-tutorial:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A highly detailed, production-focused Kustomize comprehensive guide.
    Demystifies concepts of bases, overlays, generator options, namespace overrides,
    and programmatic variable injection, serving as an operational reference for scaling
    Kubernetes configurations.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Configuration Management
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "devopscube.com/kustomize-tutorial: Kustomize Tutorial: Comprehensive Guide
    For Beginners \U0001F31F"
  addition_method: manual
  v2_locations:
  - kustomize.md
https://devopscube.com/kuztomize-configmap-generators:
  addition_method: manual
  content_hash: 4bb3c0759e25b4af159511319039c4c6096281f05ef7b1b8c3c9cba083d515f9
  health_score: 100.0
  last_checked: 1779032046.250238
  needs_ai_refresh: true
  v1_locations:
  - docs/kustomize.md
https://devopscube.com/learn-kubernetes-complete-roadmap:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: An exhaustive, highly detailed learning path outlining the essential
    cloud-native concepts, tooling, and architectures. Serves as a primary reference
    for designing comprehensive platform engineering training regimens.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Opinion & Strategy
  - Learning Pathways
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "devopscube.com: How to Learn Kubernetes (Complete Roadmap) \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://devopscube.com/pod-priorityclass-preemption:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An operations guide detailing the setup, risk mitigation, and security
    policies governing PriorityClasses, helping operators protect critical platform
    controllers from being starved of compute resources.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Scheduling
  - Priority Class
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "devopscube.com: Kubernetes Pod Priority, PriorityClass, and Preemption Explained
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://devopscube.com/podman-tutorial-beginners:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive introductory manual providing step-by-step guidance
    on installing, configuring, and operating Podman container systems. It reviews
    Podman's daemonless, rootless architecture, standard registry authentication workflows,
    and how it handles container execution relative to Docker CLI.
  language: Shell
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Podman Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "devopscube.com: Podman Tutorial For Beginners: Step by Step Guides \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://devopscube.com/python-for-devops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates Python's application in infrastructure orchestration, continuous
    integration, and systems configuration. Identifies high-value uses of built-in
    libraries like subprocess alongside industry tools like boto3 for automated AWS
    infrastructure pipelines. Crucial for platform reliability operations.
  language: Python
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Automation
  - System Scripting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devopscube.com: Python For DevOps: Guide for DevOps Engineers'
  addition_method: manual
  v2_locations:
  - python.md
https://devopscube.com/setup-ansible-aws-dynamic-inventory:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Hands-on guide to implementing dynamic AWS EC2 inventories in Ansible.
    Details configuration of the `amazon.aws.aws_ec2` plugin to query live infrastructure
    metadata, replacing brittle static inventory files.
  language: English
  resource_type: tutorial
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible Ecosystem
  - Cloud Inventory
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devopscube.com: How to Setup Ansible AWS Dynamic Inventory'
  addition_method: manual
  v2_locations:
  - ansible.md
https://devopscube.com/setup-grafana-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Technical blueprint for deploying Grafana on a Kubernetes cluster. Details
    setup architectures using Helm charts, Persistent Volume Claims (PVCs) for persistence,
    and ConfigMaps to configure programmatic dashboards.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Kubernetes Deployment
  - Grafana Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'devopscube.com: How To Setup Grafana On Kubernetes'
  addition_method: manual
  v2_locations:
  - grafana.md
https://devopscube.com/setup-ingress-kubernetes-nginx-controller:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deep-dive deployment playbook detailing how to install, configure, and
    manage the NGINX Ingress Controller. Includes instructions on utilizing Helm,
    routing traffic to dynamic backends, and handling TLS certificates.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Networking
  - Ingress & Gateway
  - NGINX
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "devopscube.com: How to Setup Nginx Ingress Controller On Kubernetes – Detailed
    Guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://devopscube.com/setup-nexus-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed walk-through detailing how to install and configure Sonatype
    Nexus Repository Manager on a Kubernetes cluster. It breaks down persistent volume
    claims (PVCs), service exposes, and deployment manifest constructs. The guide
    simplifies the process of establishing a self-managed, centralized artifact cache
    on top of cloud-native infrastructure.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Artifact Management
  - Package Repositories
  - Nexus Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Devopscube.com: Setup Nexus Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - registries.md
https://devopscube.com/setup-prometheus-helm-chart:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Technical guide on installing a production-ready Prometheus instance
    into Kubernetes using Helm. Explains configuring persistent storage claims, setting
    retention policies, and overriding default ingress objects.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Helm
  - Prometheus Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Setup Prometheus Using Helm Chart on Kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
  - helm.md
https://devopscube.com/setup-prometheus-monitoring-on-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A detailed deployment tutorial explaining how to configure a Prometheus
    monitoring stack inside a Kubernetes cluster from scratch. Discusses writing YAML
    manifests for ConfigMaps, Deployments, ClusterRoles, ClusterRoleBindings, and
    Services to auto-scrape endpoints.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Kubernetes Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "devopscube.com: How to Setup Prometheus Monitoring On Kubernetes Cluster
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - prometheus.md
https://devopscube.com/terraform-autoscaling-group:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A master deployment tutorial for setting up AWS Auto Scaling Groups
    (ASG) in conjunction with Application Load Balancers (ALB). Features robust target
    tracking and multi-zone application path routing.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Compute & Serverless
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devopscube.com: AWS Terraform Autoscaling Group With ALB Deployment Tutorial'
  addition_method: manual
  v2_locations:
  - terraform.md
https://devopscube.com/terraform-aws-rds:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details production-grade Terraform configurations for deploying RDS
    databases. Illustrates high-availability multi-AZ architectures, automated backup
    retention, integration with AWS Secrets Manager, and proper configuration of private
    DB subnets.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - AWS RDS Databases
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: devopscube.com/terraform-aws-rds
  addition_method: manual
  v2_locations:
  - demos.md
https://devopscube.com/vagrant-tutorial-beginners:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An introductory guide to Vagrant for configuring local virtual machine
    environments. It explains how to write Vagrantfiles, configure local networks,
    and run provisioning engines like Ansible to ensure consistent local developer
    environments.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Development Environments
  - Virtual Machines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "devopscube.com: Vagrant Tutorial For Beginners: Getting Started Guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://devopscube.com/vault-agent-injector-tutorial:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A deep dive into the Vault Agent Injector pattern in Kubernetes. Demonstrates
    how to write custom annotations in Deployment configurations to trigger a mutating
    admission webhook. This sidecar container handles cluster authentication and dynamically
    maps Vault secrets to local pod memory volumes without changing target application
    code.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - Kubernetes Sidecar Injection
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'devopscube.com: Vault Agent Injector Tutorial: Inject Secrets to Pods Using
    Vault Agent'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devopscube.com/vault-in-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides a hands-on walk-through for setting up HashiCorp Vault inside
    a Kubernetes cluster using the official Helm charts. Targets engineers establishing
    local sandbox environments, guiding them through persistent volume configuration,
    cluster initialization, and unsealing via the command line.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Security
  - Kubernetes Security
  - Vault Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "devopscube.com: How to Setup Vault in Kubernetes- Beginners Tutorial \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://devopscube.com/what-is-observability:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'High-quality, step-by-step introduction to the structural columns of
    observability (logs, metrics, and traces). It details core OpenTelemetry collection
    mechanisms. Curator Insight: Comprehensive starting manual for cloud telemetry.
    Live Grounding: Excellent onboarding material for entry-level platform developers.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Guides
  - Beginners
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devopscube.com: What Is Observability? Comprehensive Beginners Guide'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://devopsdays.org/events/2022-amsterdam/welcome:
  addition_method: manual
  content_hash: 8ee2f587ae1c726ebde4e9d5229db771ba88ceffb2c5c4db58e9696ad49579b0
  description: ''
  health_score: 100.0
  last_checked: 1779032213.373676
  needs_ai_refresh: true
  stars: 0
  title: 'devopsdays.org: Devopsdays Amsterdam'
  v1_locations:
  - docs/devops.md
  year: N/A
https://devopsera.com/2023/06/how-to-structure-directories-in-a-gitops-repository-for-the-best-user-friendliness-and-flexibility:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines repository directory structures designed to maximize user accessibility
    and operational flexibility. Balances the cognitive load on developer teams with
    the security controls required for production-grade continuous synchronization.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Repository Structure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devopsera.com: How to Structure Directories in a GitOps Repository for the
    Best User-Friendliness and Flexibility'
  addition_method: manual
  v2_locations:
  - gitops.md
https://devopsformula.hashnode.dev/cross-account-ecr-push-with-jenkins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029594.451727
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Cross account ECR push with Jenkins
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Cross
    account ECR push with Jenkins in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devopsinside.com/how-kubernetes-is-killing-tools-like-ansible:
  description: "- Kubernetes is not a replacement for ansible: Despite their overlapping
    functionality, it is important to note that Kubernetes is not a replacement for
    ansible. Both tools have their own strengths and use cases, and they can be used
    together to achieve different goals.\n    - Kubernetes and ansible can be used
    together: Kubernetes and ansible can be used together to complement each other.
    For example, ansible can be used to automate the provisioning and configuration
    of Kubernetes clusters, while Kubernetes can be used to manage the deployment
    and scaling of applications within those clusters."
  year: '2023'
  stars: 0
  ai_summary: Provides an architectural analysis of the symbiotic relationship between
    GitOps/Kubernetes and Ansible. Demonstrates that while Kubernetes excels at scheduling
    containers, Ansible remains essential for provisioning the underlying OS and physical
    compute infrastructure.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Orchestration
  - Coexistence
  - K8s vs Ansible
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devopsinside.com: Is Kubernetes killing tools like Ansible?'
  addition_method: manual
  v2_locations:
  - ansible.md
https://devopslearners.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736234.691633
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: devopslearners.com
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering devopslearners.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://devopslearners.com/blue-green-vs-canary-deployment-76436d7f6bc1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.24122
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devopslearners.com: Blue-Green vs Canary Deployment'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devopslearners.com:
    Blue-Green vs Canary Deployment in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://devopslearners.com/different-container-runtimes-and-configurations-in-the-same-kubernetes-cluster-fed228e1853e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031896.216691
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devopslearners.com: Different Container Runtimes and Configurations in the''
    same Kubernetes Cluster'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devopslearners.com:
    Different Container Runtimes and Configurations in the'' same Kubernetes Cluster
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devopslearners.com/how-to-convert-helm-chart-to-kubernetes-yaml-fbe6d6722f6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032231.994754
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devopslearners.com: How to Convert Helm Chart to Kubernetes YAML'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devopslearners.com:
    How to Convert Helm Chart to Kubernetes YAML in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devopslearners.com/kubernetes-ingress-tutorial-for-beginners-26c2f7727bc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032239.234344
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==devopslearners.com: Kubernetes Ingress Tutorial For Beginners=='
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==devopslearners.com:
    Kubernetes Ingress Tutorial For Beginners== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devopslearners.com/kubernetes-pod-priority-priorityclass-and-preemption-explained-a48fb7988672:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030248.467341
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==devopslearners.com: Kubernetes Pod Priority, PriorityClass, and Preemption'
    Explained== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==devopslearners.com:
    Kubernetes Pod Priority, PriorityClass, and Preemption' Explained== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devopslearners.com/what-is-a-kubernetes-ephemeral-container-aa8ab658755d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030787.577229
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devopslearners.com: What is a Kubernetes Ephemeral Container?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devopslearners.com:
    What is a Kubernetes Ephemeral Container? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devopslearners.com/what-is-gitops-168aac9a2ee:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034332.302779
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devopslearners.com: What is GitOps?'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devopslearners.com:
    What is GitOps? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devopslearning.medium.com/lesson-learned-while-scaling-kubernetes-cluster-to-1000-pods-in-aws-eks-d2d399152bc2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030322.830785
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devopslearning.medium.com: Lesson learned while scaling Kubernetes cluster''
    to 1000 pods in AWS EKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devopslearning.medium.com:
    Lesson learned while scaling Kubernetes cluster'' to 1000 pods in AWS EKS in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devopslibrary.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: 'A comprehensive portal offering structured DevOps lessons, covering
    CI/CD pipelines, configuration management (Ansible, Chef), infrastructure automation,
    and container orchestrations. (Live Grounding: Provides foundational patterns
    useful for junior-to-mid level engineers to grasp traditional infrastructure transition
    to cloud-native paradigms).'
  language: N/A
  resource_type: Learning Portal
  complexity: Beginner
  hierarchy:
  - DevOps & Platform Engineering
  - Learning Resources
  - Methodologies
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: DEVOPS Library
  addition_method: manual
  v2_locations:
  - demos.md
https://devopsmonk.hashnode.dev/learn-aws-if-you-want-to-save-your-career:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031045.808875
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devopsmonk.hashnode.dev: Learn AWS if you want to save your career..!!'
  v1_locations:
  - docs/aws-training.md
  v2_locations:
  - aws-training.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devopsmonk.hashnode.dev:
    Learn AWS if you want to save your career..!! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devopsparthu.hashnode.dev/day-35-mastering-configmaps-and-secrets-in-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030430.062256
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devopsparthu.hashnode.dev: Day 35: Mastering ConfigMaps and Secrets in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devopsparthu.hashnode.dev:
    Day 35: Mastering ConfigMaps and Secrets in Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devopstalks.in/everything-about-prometheus:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031552.747489
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devopstalks.in: Everything about Prometheus'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devopstalks.in:
    Everything about Prometheus in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devopstips.net:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Curator Insight: Curates bite-sized technical tricks regarding Docker,
    Linux, and Kubernetes. Live Grounding: Provides developers with quick-reference
    command sequences and configurations to debug CI/CD and system behaviors.'
  language: en
  resource_type: Technical Resource
  complexity: Intermediate
  hierarchy:
  - DevOps & Platforms
  - Resources
  - Technical Tips
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: devopstips.net
  addition_method: manual
  v2_locations:
  - devops.md
https://devopsunlocked.com/kubernetes-learning-material:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029459.117743
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devopsunlocked.com: Kubernetes: Learning Material'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devopsunlocked.com:
    Kubernetes: Learning Material in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devopswithkubernetes.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033658.978774
  stars: 0
  status: online
  title: devopswithkubernetes.com
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://devoriales.com/home:
  addition_method: manual
  ai_summary: An in-depth guide on enabling envelope encryption for Kubernetes Secrets
    within Amazon EKS using AWS Key Management Service (KMS). It details the KMS key
    policy configuration, performance considerations when accessing etcd, and migration
    patterns for retroactively encrypting existing Secrets.
  complexity: Intermediate
  description: ''
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Security
  is_microservice: false
  language: English
  resource_type: blog
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devoriales.com: AWS EKS Secret Encryption: Securing Your EKS Secrets At
    Rest with AWS KMS'
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2022'
https://devoriales.com/post/329/aws-eks-secret-encryption-securing-your-eks-secrets-at-rest-with-aws-kms:
  addition_method: manual
  content_hash: 48979d3801bfcc4f36c056d87529761711205997f637f75f5e50cb569b217c21
  description: ''
  health_score: 100.0
  last_checked: 1779031721.028368
  stars: 0
  status: online
  title: 'devoriales.com: AWS EKS Secret Encryption: Securing Your EKS Secrets At''
    Rest with AWS KMS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://devoriales.com/video/897990746/intro-to-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Visual and technical introductory video explaining software and infrastructure
    configuration pipelines under a GitOps operational paradigm, exploring source
    repositories mapping to remote environments.
  language: English
  resource_type: Media
  complexity: Beginner
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Introductory Media
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devoriales.com: Exploring GitOps: Software and Infrastructure Management
    Intro Video'
  addition_method: manual
  v2_locations:
  - gitops.md
https://devsecops.co.in/2021/05/13/gitops-guide-what-why-and-how:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033713.585496
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "devsecops.co.in: GitOps Guide – What, Why and How? \U0001F31F"
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering devsecops.co.in:
    GitOps Guide – What, Why and How? \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devsecops.co.in/2021/05/18/ansible-interview-questions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033400.316326
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devsecops.co.in: 100+ Ansible Interview Questions and Answers'
  v1_locations:
  - docs/interview-questions.md
  v2_locations:
  - interview-questions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devsecops.co.in:
    100+ Ansible Interview Questions and Answers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devsecops.co.in/2021/05/20/devops-interview-questions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031146.501207
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devsecops.co.in: DevOps Interview Questions and Answers'
  v1_locations:
  - docs/interview-questions.md
  v2_locations:
  - interview-questions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devsecops.co.in:
    DevOps Interview Questions and Answers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devsecops.co.in/2021/05/22/kubernetes-interview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030986.150899
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devsecops.co.in: Kubernetes Interview Questions and Answers'
  v1_locations:
  - docs/interview-questions.md
  v2_locations:
  - interview-questions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devsecops.co.in:
    Kubernetes Interview Questions and Answers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devspace.sh:
  addition_method: manual
  content_hash: 4e434dd54e9ea5037e860a7b75cb967431dbe0a5b522aca6e2967301697cf74a
  description: ''
  health_score: 100.0
  last_checked: 1779031406.700004
  stars: 0
  status: online
  title: ==devspace.sh==
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://devstack.in:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034528.249621
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: DevStack
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering DevStack
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devstack.in/2020/05/25/deploy-prometheus-operator-with-helm3-and-private-registry:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034345.598956
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "devstack.in: Deploy Prometheus Operator with Helm3 and Private Registry'
    \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering devstack.in:
    Deploy Prometheus Operator with Helm3 and Private Registry' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devtoolhub.com/claude-skills-devops-skillmd-guide:
  addition_method: automatic
  ai_summary: This technical guide outlines the architecture and execution of Claude
    Skills tailored for infrastructure automation and operations using SKILL.md manifests.
    It provides concrete, actionable schemas for wrapping Terraform provisioning,
    Kubernetes deployments, and CI/CD triggers into structured instructions that LLM
    agents can safely execute. Emphasizes strict permission boundaries, security boundaries,
    and validation parameters to prevent destructive actions during agentic pipeline
    execution.
  category: ai-agents-mcp
  complexity: advanced
  content_hash: 344a5e9a44cd818f813e0fc381be40202857295eaa85a4c41caa98426c47f17b
  description: Learn how to build Claude Skills for DevOps with real SKILL.md examples.
    Covers Terraform, Kubernetes, and CI/CD pipeline skills with security best practices.
  hierarchy:
  - AI and Agents
  - Agent Integrations
  - DevOps Skill Manifests
  is_microservice: false
  language: en
  last_checked: 1780352561.468447
  reputation_status: Vetted
  reputation_summary: Practical guide providing concrete technical patterns for integrating
    DevOps workflows with Claude Skills via SKILL.md.
  resource_type: article
  social_preview_url: https://devtoolhub.com/wp-content/uploads/2026/05/image-9-1024x576.png
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: 'Claude Skills for DevOps: Build Your First SKILL.md'
  year: '2026'
https://devtools.chrome.com:
  addition_method: manual
  content_hash: 455c3f36085c405936fd14be4f5d43e1c9a4a7bf2f21a0e35d8d831b31b05cf5
  description: ''
  health_score: 100.0
  last_checked: 1779032091.719282
  stars: 0
  status: online
  title: devtools.chrome.com
  v1_locations:
  - docs/ChromeDevTools.md
  year: N/A
https://devtron.ai:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An open-source, tool-agnostic application management platform for Kubernetes.
    Unifies discrete CI/CD workflows, GitOps, observability tooling, and cluster resource
    debugging into a single visual interface, drastically lowering cognitive load.
  language: Go
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - Platform Engineering
  - Kubernetes Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Devtron Labs: Devtron provides a ''seamless,’ ''implementation agnostic
    uniform interface'' across Kubernetes Life Cycle integrated with most Opensource
    and commercial tools'
  addition_method: manual
  v2_locations:
  - cicd.md
https://devtron.ai/blog/7-tools-to-make-kubernetes-management-easy:
  addition_method: manual
  content_hash: 739d6bad6eb0536cbecd443a5c2ddc2dfd776bdacd3cfc434cc961f535131548
  description: ''
  health_score: 100.0
  last_checked: 1779034209.562223
  stars: 0
  status: online
  title: 'devtron.ai: 7 Tools To Make Kubernetes Management Easy'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://devtron.ai/blog/cmd-and-entrypoint-differences:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores `CMD` and `ENTRYPOINT` behaviors inside Dockerfiles. Details
    how default runtime parameters interact with target binaries during execution.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Image Engineering
  - Dockerfile Specs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devtron.ai: Understand CMD and ENTRYPOINT Differences in Docker'
  addition_method: manual
  v2_locations:
  - docker.md
https://devtron.ai/blog/kubernetes-management-made-easier-with-tools:
  description: ''
  addition_method: manual
  content_hash: 2b93cf0b069001a4ed103ae0c57109fc4ecb92181eb8e1bfcf87ce4b0db27927
  health_score: 100.0
  last_checked: 1779130494.946243
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  stars: 0
  ai_summary: Highlights seven robust utilities engineered to simplify Kubernetes
    cluster administration. Focuses on GitOps CD operations with ArgoCD, cluster visualizers,
    and package managers like Helm to reduce overall developer cognitive load.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Kubernetes Tooling
  - Developer Experience
  is_microservice: false
  title: 'devtron.ai: 7 Tools To Make Kubernetes Management Easy'
https://devtron.ai/blog/troubleshoot_crashloopbackoff_pod:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A targeted diagnostic manual focusing exclusively on resolving Pod CrashLoopBackOff
    errors within a Kubernetes cluster. It details the precise troubleshooting path,
    examining application configuration errors, environment variable omissions, and
    permission issues. It also includes strategies for extracting logs from previously
    terminated container instances.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - CrashLoopBackOff
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devtron.ai: Troubleshoot: Pod Crashloopbackoff'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://devxblog.hashnode.dev/kubernetes-microservice-flask-application-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034355.385507
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devxblog.hashnode.dev: Deploying Microservices with Persistent Volumes in''
    Kubernetes - Kubernetes Microservice Flask Application'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devxblog.hashnode.dev:
    Deploying Microservices with Persistent Volumes in'' Kubernetes - Kubernetes Microservice
    Flask Application in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devxblog.hashnode.dev/prometheus-elevate-your-monitoring-game:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030658.228694
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devxblog.hashnode.dev: Prometheus: Elevate Your Monitoring Game'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devxblog.hashnode.dev:
    Prometheus: Elevate Your Monitoring Game in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devxblog.hashnode.dev/simplified-setup-prometheus-cadvisor-redis-and-node-exporter:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032571.499254
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devxblog.hashnode.dev: Simplified Setup: Prometheus, cAdvisor, redis and''
    Node Exporter'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devxblog.hashnode.dev:
    Simplified Setup: Prometheus, cAdvisor, redis and'' Node Exporter in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://devxblog.hashnode.dev/terraform-with-aws:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031651.961887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'devxblog.hashnode.dev: Terraform with AWS'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering devxblog.hashnode.dev:
    Terraform with AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dhall-lang.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Dhall is a programmable, statically typed, non-Turing-complete configuration
    language. It is designed to safely generate standard JSON and YAML configuration
    maps while eliminating duplicate structural code and dynamic security vectors.
  language: Haskell
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Configuration Languages
  - Dhall
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dhall-lang.org: Dhall Configuration Language'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://diagrams.mingrammer.com:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: An industry-standard open-source library that empowers architects to
    represent system architectures using pure Python code. By aligning with GitOps
    paradigms, diagrams are treated as software dependencies, allowing automated code-driven
    rendering and versioning across AWS, GCP, Azure, and Kubernetes ecosystems without
    manual editing tools.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Architecture & Visualization
  - Diagrams as Code
  - Python
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'diagrams.mingrammer.com: Diagram as Code'
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://didil.medium.com/building-a-kubernetes-mutating-admission-webhook-7e48729523ed:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033118.174689
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'didil.medium.com: Building a Kubernetes Mutating Admission Webhook'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering didil.medium.com:
    Building a Kubernetes Mutating Admission Webhook in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://difftastic.wilfred.me.uk:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Difftastic is a structural diff engine that compares files based on
    their syntax tree parsing rather than basic line-by-line differences. It natively
    understands programming languages, eliminating false modifications from code formatting
    adjustments.
  language: Rust
  resource_type: Utility Tool
  complexity: Advanced
  hierarchy:
  - Linux
  - Text Processing
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: difftastic.wilfred.me.uk
  addition_method: manual
  v2_locations:
  - linux.md
https://digger.dev:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Digger is an open-source GitOps tool designed to run Terraform and OpenTofu
    directly within existing CI/CD runners (such as GitHub Actions or GitLab CI) rather
    than requiring dedicated hosted platforms. This minimizes enterprise security
    overhead by ensuring credentials and secrets never leave the primary CI system.
  language: Go
  resource_type: Product Website
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - GitOps
  - Alternative Orchestrators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: digger.dev
  addition_method: manual
  v2_locations:
  - terraform.md
https://digital.ai:
  addition_method: manual
  content_hash: 658a09cd1a4c504d3aaf895d4d1b8769446acc2770849af09945135b1799e608
  health_score: 100.0
  last_checked: 1779130494.946668
  needs_ai_refresh: true
  v1_locations:
  - docs/devops.md
https://digital.ai/glossary:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A comprehensive dictionary of contemporary DevOps, Agile, and DevSecOps
    concepts hosted by Digital.ai. The curator organizes precise explanations of architectural
    terms to align development, security, and business operations. Live engineering
    departments utilize this lexicon to establish unified communication standards
    during enterprise agility transitions.
  language: N/A
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - DevOps & SRE
  - Fundamentals
  - Terminology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "DevOps Glosary of Terms \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://digital.ai/learn/devsecops-periodic-table:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The highly recognized periodic infographic classifying DevSecOps tooling
    landscapes into clear segments such as CI/CD, database management, cloud hosting,
    and runtime security. Curator taxonomies organize tools by practical category
    to assist architect planning. Live platform design relies on this framework to
    easily map modern cloud-native service chains and security compliance integrations.
  language: N/A
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - DevOps & SRE
  - Tooling Landscapes
  - Visual Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Periodic Table of DevOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://digital.ai/learn/diagram-generator:
  description: '- [The Ultimate List of Open Source DevOps Tools](https://digital.ai)'
  year: '2025'
  stars: 0
  ai_summary: An interactive tool directory permitting development teams to visualize,
    filter, and plan their software delivery pipelines across hundreds of toolchains.
    Curator features highlight its utility for diagramming complex engineering topologies.
    Live assessments confirm its usefulness for platform architects running audits
    on modern toolchains to eliminate redundant licensing costs.
  language: JavaScript
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - DevOps & SRE
  - Tooling Landscapes
  - Interactive Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "The Ultimate DevOps Tool Chest \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://digital.ai/products/continuous-testing:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A step-by-step guide illustrating how to integrate the Cucumber BDD
    framework with Appium to execute mobile tests written in plain-text Gherkin syntax.
    Demonstrates mapping steps to mobile element drivers, handling mobile gestures,
    and generating rich HTML reports for stakeholder review.
  language: JavaScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Mobile Automation
  - BDD Automation
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'experitest.com: Start Automating your mobile tests with Cucumber and Appium'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://digitalis.io/blog/kubernetes/kubernetes-gitops-continuous-integration-and-delivery-with-fleet-and-rancher:
  addition_method: manual
  content_hash: 242a568bcf536be09d2505dad6073d310a14a36816b3bbc7997f1b6b3b36d8d1
  description: ''
  health_score: 100.0
  last_checked: 1779033947.859019
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'digitalis.io: Kubernetes GitOps Continuous Integration and Delivery with''
    Fleet and Rancher'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering digitalis.io:
    Kubernetes GitOps Continuous Integration and Delivery with'' Fleet and Rancher
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://digitalisationworld.com/blogs/57435/multicloud-two-truths-and-a-lie:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An analytical exploration of the strategic myths versus realities of
    adopting a multi-cloud architecture. It warns against unnecessary engineering
    overhead and complex network topology while admitting its value in high-availability
    designs. Live grounding supports its status as a valuable corporate reality check.
  language: English
  resource_type: Case Study/Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Strategy
  - Architecture
  - Multi-Cloud Assessment
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'digitalisationworld.com: Multicloud: Two truths and a lie'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://digitalvarys.com/devsecops-static-analysis-sast-with-jenkins-pipeline:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed implementation guide for building a DevSecOps static analysis
    pipeline within Jenkins. Explains integration points for security scanners, automation
    loops, and methods for setting pipeline execution barriers when high-severity
    bugs or vulnerabilities are discovered.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Security
  - Static Code Analysis (SAST)
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: DevSecOps – Static Analysis SAST with Jenkins Pipeline
  addition_method: manual
  v2_locations:
  - devsecops.md
https://digitalvarys.com/simple-introduction-to-hashicorp-vault:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introductory architecture guide detailing the core design of HashiCorp
    Vault. Explains foundational concepts such as dynamic secrets, leasing, transit
    encryption, and secrets engines. Provides system architects with a robust starting
    point for transitioning from legacy static environment variables to a unified,
    API-driven zero-trust storage backend.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Secrets Management
  - HashiCorp Vault
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'digitalvarys.com: Simple Introduction to HashiCorp Vault'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://dilbert.com:
  addition_method: manual
  content_hash: 19056bed2b87847fa51b4bfe7de35271768b3db3b9e88a5346a6ab9a5a90f534
  health_score: 100.0
  last_checked: 1779031478.417664
  needs_ai_refresh: true
  v1_locations:
  - docs/devops.md
https://dinantpaardenkooper.nl/posts/aks-2024-03-18:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Synthesizes major engineering takeaways, cluster management trends,
    and updates shared at the Azure Day with Kubernetes community event. Focuses on
    practical engineering realities, real-world troubleshooting, and evolving cloud-native
    tooling within the AKS landscape.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Community Updates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dinantpaardenkooper.nl: Azure Day with Kubernetes'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://dineshchandgr.medium.com/why-do-we-need-a-database-connection-pool-every-programmer-must-know-9f90e7c8e5af:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029509.232044
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dineshchandgr.medium.com: Why do we need a Database Connection Pool? -every''
    programmer must know=='
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dineshchandgr.medium.com:
    Why do we need a Database Connection Pool? -every'' programmer must know== in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dineshkumarkb.com/tech/how-to-specify-non-pypi-requirements-in-your-requirements-txt-file:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033432.041432
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dineshkumarkb.com: How to specify non PYPI requirements in your requirements.txt''
    file'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dineshkumarkb.com:
    How to specify non PYPI requirements in your requirements.txt'' file in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dineshkumarkb.com/tech/reverse-a-linked-list-without-additional-datastructures-using-python:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034172.946151
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dineshkumarkb.com: Reverse a linked list without additional datastructures''
    using python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dineshkumarkb.com:
    Reverse a linked list without additional datastructures'' using python in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://dinushad92.medium.com/building-a-resilient-deployment-on-kubernetes-part-3-keep-the-deployment-up-to-date-with-the-7296f18f275a
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031719.931627
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dinushad92.medium.com: Building a resilient deployment on Kubernetes-part''
    3: Keep the deployment up to date with the latest releases'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dinushad92.medium.com:
    Building a resilient deployment on Kubernetes-part'' 3: Keep the deployment up
    to date with the latest releases in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://disaev.me/p/how-i-have-set-up-ha-postgresql-on-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Hands-on implementation guide for deploying a high-availability Patroni-managed
    PostgreSQL cluster on Kubernetes. Configures persistent volumes, dynamic services,
    readiness probes, and etcd cluster coordination.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - PostgreSQL HA
  - Kubernetes Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: How I've Set Up HA PostgreSQL on Kubernetes (powered by Patroni, a template
    for PostgreSQL HA)
  addition_method: manual
  v2_locations:
  - databases.md
https://discoblocks.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031163.874245
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "discoblocks.io \U0001F31F"
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering discoblocks.io
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://discord.com/invite/google-dev-community:
  addition_method: automatic
  ai_summary: A global, official Discord-based digital hub for developers building
    on Google products, frameworks, and cloud systems (GCP, Angular, Android, and
    Flutter). The community facilitates peer-to-peer technical troubleshooting, architectural
    reviews, and shares real-time updates regarding Google developer tooling. It serves
    as an active, real-time networking and collaboration platform to accelerate learning
    and code sharing across developers of all experience levels.
  category: devel-sites
  complexity: Intermediate
  content_hash: 853870fdbb4928c937b437978ac1d9e1a05d800b39400b3fff3fedf41aea78f0
  description: Global digital hub connecting over 127k developers for collaborative
    learning across Google ecosystems.
  hierarchy:
  - Communities
  - Google Developer Platform
  - Peer Learning
  is_microservice: false
  language: en
  last_checked: 1780352148.493956
  reputation_status: Vetted
  reputation_summary: Official and active global community for Google developers.
  resource_type: Discord Invite
  social_preview_url: https://cdn.discordapp.com/splashes/1009525727504384150/2f965e62d5ec731206b744693356d3db.jpg?size=512
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: communities
  tags:
  - COMMUNITY-TOOL
  title: Google Developer Community Discord Server
  year: '2026'
https://discuss.hashicorp.com/t/terraform-0-13-beta-released:
  addition_method: manual
  content_hash: 9e8df9110d20f22cc7abbc96afaee5000588a002ba30d00db577ae452e1756d9
  description: ''
  health_score: 100.0
  last_checked: 1779030932.310992
  stars: 0
  status: online
  title: Terraform 0.13 Beta released!
  v1_locations:
  - docs/terraform.md
  year: N/A
https://discuss.hashicorp.com/t/terraform-0-13-beta-released/9555:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Historical release announcement for Terraform 0.13. Introduced paradigm-shifting
    features like count, for_each, and depends_on inside module blocks, as well as
    a standardized custom provider registry schema. Highly significant for understanding
    evolution of modern HCL.
  language: English
  resource_type: Release Notes
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Legacy Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Terraform 0.13 Beta released!
  addition_method: manual
  v2_locations:
  - terraform.md
https://discuss.kubernetes.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The primary discussion forum for the global Kubernetes community. Houses
    technical discussion threads, design reviews, ecosystem updates, and collaborative
    troubleshooting conversations.
  language: N/A
  resource_type: Forum
  complexity: Beginner
  hierarchy:
  - Community & Governance
  - Communication
  - Forums
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Community Forums \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://divya-mohan0209.medium.com/getting-started-with-k8s-in-2022-1dfeb4bdc112:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034571.646656
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'divya-mohan0209.medium.com: Getting started with K8s in 2022'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering divya-mohan0209.medium.com:
    Getting started with K8s in 2022 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://divya-mohan0209.medium.com/mo-tenancy-mo-problems-f031f75374f7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030802.944836
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'divya-mohan0209.medium.com: Mo’ tenancy, Mo’ problems.'
  v1_locations:
  - docs/kubernetes.md
  - docs/other-awesome-lists.md
  v2_locations:
  - kubernetes.md
  - other-awesome-lists.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering divya-mohan0209.medium.com:
    Mo’ tenancy, Mo’ problems. in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
? https://dkrallis.wordpress.com/2022/11/25/how-to-create-an-openshift-cluster-in-azure-and-how-you-can-interact-with-azure-devops-environment-part-a
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Step-by-step tutorial showing how to deploy private Azure Red Hat OpenShift
    (ARO) instances and manage pipeline execution via secure Azure DevOps agents.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Public Cloud
  - ARO with Azure DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dkrallis.wordpress.com: How to create an OpenShift Cluster in Azure and
    how you can interact with Azure DevOps environment – Part A'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://dlorenc.medium.com/whos-at-the-helm-1101c37bf0f1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029056.341597
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Who’s at the Helm?'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Who’s at the Helm? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dmcommunity.org/2020/01/12/who-will-win-spring-boot-or-quarkus:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: 'Historical comparative analysis debating the performance, ecosystem
    size, developer productivity, and overall outlook of Spring Boot and Quarkus.
    It captures the initial industry skepticism and highlights the paradigm shift
    from run-time execution to build-time processing. Looking back from 2026, the
    market has settled into a peaceful coexistence: Spring Boot commands standard
    enterprise systems, while Quarkus dominates high-density, greenfield Kubernetes
    networks.'
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Industry Evolution
  - Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dmcommunity.org: Who will win? Spring Boot or Quarkus'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://dnastacio.medium.com/gitops-argocd-security-cbb6fb6378bb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031651.952594
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dnastacio.medium.com: Six critical blindspots while securing Argo CD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dnastacio.medium.com:
    Six critical blindspots while securing Argo CD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dnastacio.medium.com/kubernetes-resources-1a1fa1e72dcf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033240.242667
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dnastacio.medium.com: Infinite scaling with containers and Kubernetes'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dnastacio.medium.com:
    Infinite scaling with containers and Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dnastacio.medium.com/the-art-and-science-of-probing-a-kubernetes-container-db1f16539080:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034372.735524
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dnastacio.medium.com: The Art and Science of Probing a Kubernetes Container'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dnastacio.medium.com:
    The Art and Science of Probing a Kubernetes Container in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dnastacio.medium.com/why-you-should-keep-using-cpu-limits-on-kubernetes-60c4e50dfc61:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032293.168373
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==dnastacio.medium.com: Why you should keep using CPU limits on Kubernetes=='
    \U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==dnastacio.medium.com:
    Why you should keep using CPU limits on Kubernetes==' \U0001F31F\U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dnschecker.org:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032050.282466
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dnschecker.org \U0001F31F"
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dnschecker.org
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://doc.new:
  addition_method: manual
  content_hash: fe93628e9dd6d761b7bea6bc6ac0cd18765d06788bd604695e4e78cffd9d6cf2
  description: ''
  health_score: 100.0
  last_checked: 1779031360.770682
  stars: 0
  status: online
  title: 'Google Docs: doc.new'
  v1_locations:
  - docs/project-management-tools.md
  year: N/A
https://doc.traefik.io/traefik:
  description: "- [fastapi.tiangolo.com](https://fastapi.tiangolo.com)\n    - [www.electron.build](https://www.electron.build)\n
    \   - etc"
  year: '2026'
  stars: 0
  ai_summary: The production documentation portal of Traefik Proxy, itself a prime
    real-world showcase of dynamic MkDocs engineering. Details configuration of ingress
    routing, TLS terminations, and middleware inside Kubernetes. In 2026, it represents
    a standard design pattern for deploying zero-trust edge proxies.
  language: English
  resource_type: Tool Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Edge Proxy
  - Traefik
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: docs.traefik.io
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://docker-curriculum.com:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A highly-rated, beginner-friendly curriculum for learning Docker. Walks
    through packaging local code, managing multi-container systems, and basic deployment
    models.
  language: English
  resource_type: Course
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Foundations
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "docker-curriculum.com: A Docker Tutorial for Beginners \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://docker-py.readthedocs.org:
  description: ''
  year: '2013'
  stars: 0
  ai_summary: Official Python client library for the Docker Engine API. Allows infrastructure
    architects to orchestrate, inspect, pull, and execute containerized workflows
    directly inside automated Python control planes.
  language: Python
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Container Orchestration
  - Python Client
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'The docker-py repository: an API client for docker written in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://dockerlabs.collabnix.com/docker/cheatsheet:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A structured repository aggregating developer instructions for Docker
    engines, Compose, and Swarm. Acts as a key educational path for transition training
    from basic container builds to multi-container microservice orchestrations.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Virtualization & Containers
  - Docker
  - CLI Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "dockerlabs.collabnix.com: The Ultimate Docker Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dockerlabs.collabnix.com/kubernetes/cheatsheets/kubectl.html:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A collaborative tutorial reference detailing standard kubectl execution
    sequences. Designed for cloud-native learners mapping Docker concepts directly
    onto operational Kubernetes paradigms.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dockerlabs.collabnix.com: Cheatsheet - Kubectl \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://dockerlabs.collabnix.com/kubernetes/kubetools:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A curated handbook cataloging CLI-level tools, visual interfaces, and
    monitoring integrations for Kubernetes clusters. This repository serves as a catalog
    of terminal enhancements like k9s and kubectx to streamline manual control of
    multiple namespaces.
  language: Markdown
  resource_type: Awesome List
  complexity: Beginner
  hierarchy:
  - Curation
  - Awesome Lists
  - Kubernetes Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Awesome kubetools
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://dockerlux.github.io/pdf/cheat-sheet-v2.pdf:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A comprehensive visual and syntactical reference tracking container
    manipulation commands. Organizes instructions logically from image builds and
    container runtime parameters to network mapping and persistent storage configurations.
  language: PDF
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Virtualization & Containers
  - Docker
  - CLI Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dockerlux.github.io: Docker Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://docs.amplify.aws/javascript/build-a-backend/auth/set-up-auth:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Curator Insight provides a guided reference for setting up secure Cognito
    authentication in JS applications via Amplify. Live Grounding validates this as
    the standard security integration method for frontend architectures, offering
    seamless token management, MFA, and federated identity providers out of the box.
  language: JavaScript
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Frontend & Mobile
  - AWS Amplify
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.amplify.aws: Set up Amplify Auth'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://docs.ansible.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The definitive technical documentation portal for Ansible. It includes
    playbooks, modules, inventories, and advanced execution patterns. Engineers refer
    to this manual for building scalable configuration management and infrastructure-as-code
    deployments.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: docs.ansible.com
  addition_method: manual
  v2_locations:
  - ansible.md
https://docs.ansible.com/ansible-tower/index.html:
  addition_method: manual
  content_hash: 5cb96ce6807373c11e52c7ce42e2a998a6b42428e50080f894ab642d68e5b06d
  description: ''
  health_score: 100.0
  last_checked: 1779033663.564559
  stars: 0
  status: online
  title: Ansible Tower Docs
  v1_locations:
  - docs/ansible.md
  year: N/A
https://docs.ansible.com/ansible/latest/collections/kubernetes/core/helm_module.html:
  addition_method: manual
  content_hash: f33f8d4b81a7e26d6bb655ee94964513c94c7c41da723b39eb3adb5ed4bcfe76
  description: ''
  health_score: 100.0
  last_checked: 1779034262.805071
  stars: 0
  status: online
  title: 'docs.ansible.com: kubernetes.core.helm module – Manages Kubernetes packages''
    with the Helm package manager'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://docs.ansible.com/ansible/latest/collections/kubernetes/core/helm_plugin_module.html:
  addition_method: manual
  content_hash: a09ce03cf5c351bee39eb29ba8baaca8458315101204311da3c520a424b7fa4a
  description: ''
  health_score: 100.0
  last_checked: 1779034217.448878
  stars: 0
  status: online
  title: 'docs.ansible.com: kubernetes.core.helm_plugin module – Manage Helm plugins'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://docs.ansible.com/ansible/latest/collections/kubernetes/core/k8s_module.html:
  addition_method: manual
  content_hash: 95b41d2391d1f0ca9a31771b92f60c991070f9ecc0ab546330124e78a45f36fb
  description: ''
  health_score: 100.0
  last_checked: 1779032185.336898
  needs_ai_refresh: true
  stars: 0
  status: online
  title: '==docs.ansible.com: kubernetes.core.k8s – Manage Kubernetes (K8s) objects=='
  v1_locations:
  - docs/about.md
  - docs/ansible.md
  year: N/A
https://docs.ansible.com/ansible/latest/collections/netbox/netbox/index.html:
  addition_method: manual
  content_hash: 7e318f8da7703df94993413fe21a59bc4bbc49b0091060e8333d9e00287fc176
  description: ''
  health_score: 100.0
  last_checked: 1779033092.591657
  stars: 0
  status: online
  title: Netbox Ansible Modules
  v1_locations:
  - docs/networking.md
  year: N/A
https://docs.ansible.com/ansible/latest/dev_guide/developing_modules_general.html:
  addition_method: manual
  content_hash: 908028ecadce4ec6966854502a3b691bf3fb9dd7dd2f797f8dd4d691738413da
  description: ''
  health_score: 100.0
  last_checked: 1779031037.368214
  stars: 0
  status: online
  title: 'docs.ansible.com: Developing Ansible modules'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://docs.ansible.com/ansible/latest/modules/k8s_module.html:
  addition_method: manual
  content_hash: 1905b0598c9890f39199c4cb4aa36095ab562f7e646c52a5a162dd7fd458a374
  description: ''
  health_score: 100.0
  last_checked: 1779034394.602178
  stars: 0
  status: online
  title: Manage Kubernetes (K8s) objects
  v1_locations:
  - docs/kubectl-commands.md
  year: N/A
https://docs.ansible.com/ansible/latest/scenario_guides/cloud_guides.html:
  addition_method: manual
  content_hash: 464394003c2795ff8aba348da3feb14fa01c54edc5f9104f03ed6c1f21a21f1b
  description: ''
  health_score: 100.0
  last_checked: 1779030196.540302
  stars: 0
  status: online
  title: "Public Cloud Guides \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://docs.ansible.com/ansible/latest/user_guide/playbooks.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034139.349472
  stars: 0
  status: online
  title: 'docs.ansible.com: Working With Playbooks'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://docs.ansible.com/ansible/latest/user_guide/playbooks_advanced_syntax.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032779.975543
  stars: 0
  status: online
  title: 'docs.ansible.com: YAML anchors and aliases: sharing variable values'
  v1_locations:
  - docs/yaml.md
  year: N/A
https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/helm_module.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official reference for the `kubernetes.core.helm` Ansible module. This
    enables declarative state management of Helm packages inside Kubernetes clusters
    directly from playbooks, bridging traditional automation with modern GitOps pipelines.
  language: Python
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Helm Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'docs.ansible.com: kubernetes.core.helm module – Manages Kubernetes packages
    with the Helm package manager'
  addition_method: manual
  v2_locations:
  - ansible.md
https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/helm_plugin_module.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official documentation detailing Ansible's `kubernetes.core.helm_plugin`
    module. This module automates the installation, update, and removal of core Helm
    plugins, streamlining toolchain dependencies directly on administrative cluster
    environments.
  language: Python
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Helm Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'docs.ansible.com: kubernetes.core.helm_plugin module – Manage Helm plugins'
  addition_method: manual
  v2_locations:
  - ansible.md
https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/k8s_module.html:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Official documentation for the cornerstone `kubernetes.core.k8s` module.
    It allows direct, declarative definition of Kubernetes objects inside Ansible
    playbooks using native YAML manifest definitions, enabling a blended hybrid orchestration
    pattern.
  language: Python
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Configuration Management
  - Ansible Kubernetes Module
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'docs.ansible.com: kubernetes.core.k8s – Manage Kubernetes objects'
  addition_method: manual
  v2_locations:
  - ansible.md
  - about.md
  v1_locations:
  - docs/about.md
https://docs.ansible.com/projects/ansible/latest/collections/netbox/netbox/index.html:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official Ansible dynamic directory configuration and resource collection
    documentation for NetBox integrations. Outlines patterns to automate data synchronization,
    resource verification, and asset updates.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Computer Networking & IPAM
  - Infrastructure Management
  - Automation Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "docs.ansible.com: Netbox Ansible Modules \U0001F31F"
  addition_method: manual
  v2_locations:
  - networking.md
https://docs.ansible.com/projects/ansible/latest/dev_guide/developing_modules_general.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official engineering documentation guiding development of custom Ansible
    modules. Details internal Python dependencies, standard exit codes, state validation,
    and interface expectations.
  language: Python
  resource_type: documentation
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Ansible Extensibility
  - Module Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.ansible.com: Developing Ansible modules'
  addition_method: manual
  v2_locations:
  - ansible.md
https://docs.ansible.com/projects/ansible/latest/scenario_guides/cloud_guides.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official scenario guides showing how to use Ansible to provision, manage,
    and orchestrate resources across AWS, Azure, Google Cloud, and other major hyper-scalers
    using native cloud modules.
  language: YAML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Ansible
  - Cloud Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Public Cloud Guides \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official reference documentation for writing and executing Ansible Playbooks.
    This standard manual explains YAML syntax, task execution flows, variable precedence,
    and handler behaviors, forming the fundamental baseline for all Ansible-driven
    infrastructure automation.
  language: YAML
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.ansible.com: Working With Playbooks'
  addition_method: manual
  v2_locations:
  - ansible.md
https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks_advanced_syntax.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Official Ansible documentation showing how playbooks use YAML anchors
    and aliases. It demonstrates how to share variable lists, task setups, and connection
    settings across playbooks. This is a core best practice for maintaining massive
    infrastructure inventories.
  language: YAML
  resource_type: documentation
  complexity: intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - YAML Syntax
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'docs.ansible.com: YAML anchors and aliases: sharing variable values'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://docs.ansible.com/projects/molecule:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Molecule is the definitive testing framework for Ansible roles and collections.
    It orchestrates test infrastructure using containers or VMs, runs linters, executes
    target playbooks, and runs validation scripts to guarantee code reliability across
    systems.
  language: Python
  resource_type: Testing Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Ansible Testing
  - Molecule
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Ansible Molecule
  addition_method: manual
  v2_locations:
  - ansible.md
https://docs.aporeto.com/docs/main/guides/okd-master-api-protection:
  addition_method: manual
  content_hash: ca834ee9db8bffed8a3fde1272aa93226b3a4f7e0159550c18563d621e838bc5
  description: ''
  health_score: 100.0
  last_checked: 1779033489.344721
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.aporeto.com: OpenShift Master API Protection'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.aporeto.com:
    OpenShift Master API Protection in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.astronomer.io/learn/dynamically-generating-dags:
  addition_method: manual
  content_hash: 8b775b2f47f2e416b9b4f3d5b2ac65ec9d5f27b80a8e7610d7a3a5a046994724
  description: ''
  health_score: 100.0
  last_checked: 1779031647.740946
  stars: 0
  status: online
  title: 'docs.astronomer.io: Dynamically generating DAGs in Airflow'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://docs.aws.amazon.com/AWSCloudFormation/latest/TemplateReference/aws-template-resource-type-ref.html:
  addition_method: manual
  last_checked: 1781735875.853358
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-iac.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/ReleaseHistory.html:
  addition_method: manual
  content_hash: 762aed88a8db85f26c944592050d5c22b77b981c4531ea67bf732c631dbe0159
  health_score: 100.0
  last_checked: 1779033187.281394
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-iac.md
  v2_locations:
  - aws-iac.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-template-resource-type-ref.html:
  addition_method: manual
  content_hash: c360ac3735602e76e7cc222f60ae809ec971b6c6ef376dcf955167df4dab4030
  health_score: 100.0
  last_checked: 1779030574.476898
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-iac.md
  v2_locations:
  - aws-iac.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/doc-history.html:
  addition_method: manual
  last_checked: 1781735875.909151
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-iac.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/EBSEncryption.html:
  addition_method: manual
  content_hash: 329c84a869e18fef54426f0e5ded20902f7071940fa018ef6c2d47ab2b811b38
  health_score: 100.0
  last_checked: 1779031528.837692
  needs_ai_refresh: true
  v1_locations:
  - docs/aws-newfeatures.md
https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/SSL-on-an-instance.html:
  addition_method: manual
  content_hash: c499d08fda16067069072d1723ce7661581a1fc2915a73e69d9ff828e7adebf3
  health_score: 100.0
  last_checked: 1779031625.13736
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-eni.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Critical hardware reference outlining IP address and Elastic Network
    Interface (ENI) allocation limits per EC2 instance type. This heavily dictates
    pod density capabilities when utilizing the VPC CNI plug-in. Platform architects
    use this data to calculate scaling limits and avoid network exhaustion.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - AWS Integration
  - Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: EC2 ENI and IP Limit
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-limits.html:
  addition_method: manual
  content_hash: 7c55ba6d784405e93a564ec1f115211a58a1f2c8da284c57dc8471eff866a940
  health_score: 100.0
  last_checked: 1779033162.821017
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-messaging.md
  v2_locations:
  - aws-messaging.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-quotas.html:
  addition_method: manual
  last_checked: 1781735875.879142
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-messaging.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/AmazonECR/latest/userguide:
  addition_method: manual
  last_checked: 1781735875.899918
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-containers.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/AmazonECR/latest/userguide/ECR_GetStarted.html:
  addition_method: manual
  content_hash: 01a959416ae4144fc8e1c21a95ef06c2afbcdb02de8dd147f66ee727f9a4a2be
  health_score: 100.0
  last_checked: 1779029989.01265
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-containers.md
  v2_locations:
  - aws-containers.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/AmazonECS/latest/developerguide/ecs-optimized_AMI.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Reference manual for the AWS-engineered Amazon Machine Image (AMI) preconfigured
    with the ECS agent, Docker runtime, and optimal container configurations. Utilizing
    this specialized OS image ensures maximum orchestration performance, reliable
    telemetry, and security compliance out of the box.
  language: N/A
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Container Compute
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Amazon ECS-optimized AMI
  addition_method: manual
  v2_locations:
  - aws-containers.md
https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/CHAP_Tutorials.RestoringFromSnapshot.html:
  addition_method: manual
  ai_summary: Official Amazon RDS guide for restoring database environments from snapshots.
    Details parameter group mappings, VPC/Subnet target assignments, and DB engine
    storage allocation shifts during reconstruction.
  complexity: Intermediate
  content_hash: 9482b0ef2fc4efc95f36f73e536571818ac29cb9349424153ff77507b3ee0245
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - AWS Databases
  - Amazon RDS
  is_microservice: false
  language: English
  last_checked: 1779033421.744943
  resource_type: Documentation
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'Tutorial: Restoring a DB Instance from a DB Snapshot'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: '2026'
https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_CreateDBInstance.html:
  addition_method: manual
  last_checked: 1781735875.870337
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-databases.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_CreateOracleInstance.html:
  addition_method: manual
  content_hash: 76848e362badc26d301e750b0c58487a09b4be5f72baed2df1b974c8eabfb2cf
  health_score: 100.0
  last_checked: 1779031782.374948
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_ReadRepl.html:
  addition_method: manual
  ai_summary: Exhaustive official guide detailing the design, limits, and monitoring
    of read-replicas for open-source engines in AWS RDS. Covers cross-region replication
    strategies and promoting a replica to master during failovers.
  complexity: Advanced
  content_hash: d8ccbaa127bf7045b9d1bc6bec0c8ff9c03f7f6a93aeba1311c608677bdfe444
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - AWS Databases
  - Amazon RDS
  is_microservice: true
  language: English
  last_checked: 1779033503.927794
  resource_type: Documentation
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  title: Working with PostgreSQL, MySQL, and MariaDB Read Replicas - Amazon
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: '2026'
https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_VPC.WorkingWithRDSInstanceinaVPC.html:
  addition_method: manual
  ai_summary: The foundational AWS RDS VPC networking architecture reference. Analyzes
    subnet group designations, public versus private access configurations, and network
    isolation topologies for secure DB hosting.
  complexity: Advanced
  content_hash: 95259a9fb973f68f105649ebd65d6e4c912e820153fb36841d18d64001905599
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - AWS Databases
  - Amazon RDS
  is_microservice: true
  language: English
  last_checked: 1779031464.759538
  resource_type: Documentation
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  title: Working with an Amazon RDS DB Instance in a VPC
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: '2026'
https://docs.aws.amazon.com/AmazonS3/latest/API/ipv6-access.html:
  addition_method: manual
  last_checked: 1779388318.511279
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-storage.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/AmazonS3/latest/dev/ipv6-access.html:
  addition_method: manual
  content_hash: ea99d3922b673a9d765b99ba2ed1d1d1cfb5477c95d158d5a0a52f36bcdaa66c
  health_score: 100.0
  last_checked: 1779034336.655894
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-storage.md
  v2_locations:
  - aws-storage.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/IAM/latest/UserGuide/getting-started.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The baseline documentation for initiating user and role profiles under
    AWS IAM. Establishes standard conceptual understandings of IAM JSON constructs,
    execution context, resource-based policies, and the configuration of multi-factor
    authentication.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Identity and Access Management - Getting Started
  addition_method: manual
  v2_locations:
  - aws-security.md
https://docs.aws.amazon.com/SchemaConversionTool/latest/userguide:
  addition_method: manual
  last_checked: 1781735875.956789
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-databases.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/SchemaConversionTool/latest/userguide/CHAP_SchemaConversionTool.Converting.CreateProject.html:
  addition_method: manual
  content_hash: cf75bb2e1ce78c81f6df53a942fa15566bef4edf2d1da8e162b80ded1cecb3ea
  health_score: 100.0
  last_checked: 1779031615.396039
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/apigateway/latest/developerguide/create-api-using-import-export-api.html:
  description: ''
  addition_method: manual
  content_hash: 8ccce5a261d1792faafcd31f22e5989ef8832353f26bfe10fb50263f1f2bd766
  health_score: 100.0
  last_checked: 1779033040.844793
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: A core developer guide illustrating how to design, build, and deploy
    high-performance endpoints in Amazon API Gateway using OpenAPI/Swagger specs.
    Details custom AWS extensions for integrating REST interfaces with backend Lambda
    and VPC endpoints.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Application Integration
  - API Management
  is_microservice: true
  title: Create an API Using the Swagger Specification and the API Gateway Extensions
https://docs.aws.amazon.com/application-discovery/latest/userguide/what-is-appdiscovery.html:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: AWS service that inventories and parses physical and virtual systems
    inside legacy on-premises environments. Maps active server dependencies and gathers
    CPU, RAM, and network utilization profiles to plan cloud migrations.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Cloud Migration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: AWS Application Discovery Service
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://docs.aws.amazon.com/awsconsolehelpdocs/latest/gsg/getting-started.html:
  description: ''
  addition_method: manual
  content_hash: 793312f1f190abdbe38ce8fc76ecadc974aa4a78aef4938aea9e346301226fc3
  health_score: 100.0
  last_checked: 1779032179.907021
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: Reference manual outlining browser-based navigation and administrative
    management via the AWS Management Console. Focuses on IAM session configuration,
    visual resource tracking, and dashboard personalization.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS Services
  - Management Tools
  is_microservice: false
  title: Working with the AWS Management Console
https://docs.aws.amazon.com/cli/latest/index.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The comprehensive command reference index for the AWS CLI, documenting
    syntax, options, and output JSON schemas for all AWS cloud services. It is the
    primary reference resource for writing deterministic bash and shell scripts for
    infrastructure automation. Updated dynamically in 2026 to reflect the newest cloud-native
    service models.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - CLI Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS CLI Command Reference
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://docs.aws.amazon.com/cli/latest/reference/codepipeline/index.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An official update to the AWS CLI CodePipeline reference docs, introducing
    detailed usage examples for programmatic execution of multi-stage pipelines. It
    simplifies scripting for custom deployment transitions and emergency pipeline
    approvals. A necessary reference for platform architects building custom release
    coordination gates.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - CI/CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: New usage examples have been added to the CLI for CodePipeline API Reference
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://docs.aws.amazon.com/cli/latest/reference/service-quotas/get-service-quota.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Curator Insight describes the AWS CLI reference for auditing specific
    service limits. Live Grounding highlights its mandatory use in modern GitOps and
    IaC (Terraform/Pulumi) pipelines to preemptively validate account thresholds before
    executing large-scale resource provisioning.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Operations
  - Service Quotas
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'AWS API: get-service-quota'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://docs.aws.amazon.com/cloud-map/latest/api/API_HealthCheckCustomConfig.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Official reference guide for Cloud Map API's custom health checks. Explains
    dynamic service discovery patterns for serverless workloads where traditional
    load balancer health checks are inapplicable.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Service Discovery
  - AWS Cloud Map
  - Health Checks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Custom Health Check: HealthCheckCustomConfig'
  addition_method: manual
  v2_locations:
  - aws-monitoring.md
https://docs.aws.amazon.com/data-pipeline:
  description: ''
  year: '2025'
  stars: 2
  ai_summary: Classic developer documentation for AWS Data Pipeline. Details the scheduling
    of batch workflows across EC2 and EMR resources (largely superseded by modern
    AWS Glue and Step Functions setups).
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - ETL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Data Pipeline Documentation
  addition_method: manual
  v2_locations:
  - aws-data.md
https://docs.aws.amazon.com/data-pipeline/index.html:
  addition_method: manual
  content_hash: 51bad39648418f870cc7bf6ffb620590197ca607b0923977477f809627aae418
  description: ''
  health_score: 100.0
  last_checked: 1779033398.380241
  stars: 0
  status: online
  title: AWS Data Pipeline Documentation
  v1_locations:
  - docs/aws-data.md
  year: N/A
https://docs.aws.amazon.com/eks/latest/userguide/autoscaling.html:
  description: '- [eksworkshop.com: Configure Cluster Autoscaler (CA)](https://eksworkshop.com/scaling/deploy_ca)'
  year: '2024'
  stars: 0
  ai_summary: Official AWS documentation for implementing Cluster Autoscaler on Amazon
    Elastic Kubernetes Service (EKS). Integrates with AWS Auto Scaling Groups (ASGs)
    to scale compute instances dynamically, providing optimal resource scheduling
    and EC2 cost management.
  language: Go
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Cluster Autoscaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Amazon Web Services: EKS Cluster Autoscaler'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
'https://docs.aws.amazon.com/eks/latest/userguide/calico.html ':
  addition_method: manual
  content_hash: 92dc5d2a435b305fe917252b3b0dcd9345c2e1fc22c4f4c3735457cef6021f1b
  description: ''
  health_score: 100.0
  last_checked: 1779030577.996951
  stars: 0
  status: online
  title: Calico in EKS
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://docs.aws.amazon.com/eks/latest/userguide/cluster-autoscaler.html:
  addition_method: manual
  content_hash: 15b1a69c1832f01c65be6d3f2d2f9525fabf1317c4c31b6cd92f0c753f1621b1
  description: ''
  health_score: 100.0
  last_checked: 1779029155.087842
  stars: 0
  status: online
  title: 'Amazon Web Services: EKS Cluster Autoscaler'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://docs.aws.amazon.com/eks/latest/userguide/cni-network-policy.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Guides integration of Calico as a high-performance network policy engine
    alongside EKS. While AWS VPC CNI handles native IP routing, Calico enforces declarative
    security policies. This hybrid configuration provides robust, fine-grained L3/L4
    segregation across namespace borders.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Network Security
  - Network Policies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Calico in EKS
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://docs.aws.amazon.com/eks/latest/userguide/eks-add-ons.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Official operational documentation for administering lifecycle updates,
    configurations, and IAM permissions of core Amazon EKS add-ons. Simplifies the
    lifecycle management of essential operational software such as CoreDNS, kube-proxy,
    and the VPC CNI.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Cluster Lifecycle
  - Managed Add-ons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.aws.amazon.com: Managing Amazon EKS add-ons'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://docs.aws.amazon.com/eks/latest/userguide/managing-add-ons.html:
  addition_method: manual
  content_hash: e7c8cc407543ca14cfb4a60b6ebaccf82f99dd6e3bf5cbc7633d578d96d4005a
  description: ''
  health_score: 100.0
  last_checked: 1779030425.791822
  stars: 0
  status: online
  title: 'docs.aws.amazon.com: Managing Amazon EKS add-ons'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://docs.aws.amazon.com/eks/latest/userguide/sample-deployment.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official AWS documentation presenting core application deployment workflows
    on Amazon EKS. Walks through basic VPC considerations, creating standard manifests,
    exposing application services, and utilizing classic dynamic volume provisioning.
  language: YAML
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Foundational
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aws.amazon.com: Deploy a kubernetes application'
  addition_method: manual
  v2_locations:
  - demos.md
https://docs.aws.amazon.com/eks/latest/userguide/sec-group-reqs.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official AWS configuration documentation detailing the network security
    boundaries for Amazon EKS clusters. It defines minimal requirements for control-plane-to-node
    communication over secure ports. This ensures highly restrictive ingress/egress
    patterns in security groups.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security
  - Cloud Security
  - AWS EKS Network
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Security Group Rules EKS
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://docs.aws.amazon.com/eks/latest/userguide/update-managed-node-group.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Complete operational reference for rolling out Kubernetes version updates
    and AMI revisions across AWS Managed Node Groups. Focuses on graceful drain orchestration
    and node surge strategies to maintain active service availability.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Cluster Lifecycle
  - Node Updates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Updating a managed node group
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/create_deploy_PHP_eb.html:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Step-by-step developer guide for compiling, structuring, and launching
    robust PHP packages on AWS Beanstalk. Documents configuring system environment
    files and customized runtime settings.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Application Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Creating and Deploying PHP Applications on AWS Elastic Beanstalk
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/environments-cfg-applicationloadbalancer.html:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Operational guide detailing how to declare, scale, and tune target parameters
    and routing policies on Application Load Balancers inside active Elastic Beanstalk
    projects.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Load Balancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Configuring an Application Load Balancer
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/php-ha-tutorial.html:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: AWS deployment blueprint detailing how to structure a multi-availability
    zone PHP application using Beanstalk. Integrates an external multi-AZ Amazon RDS
    configuration to build failover resilience.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - PaaS Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Deploying a High-Availability PHP Application with an External Amazon RDS
    Database to Elastic Beanstalk
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://docs.aws.amazon.com/elasticloadbalancing/latest/userguide/what-is-load-balancing.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The official guide detailing the operational mechanics of Application,
    Network, Gateway, and Classic load balancers. Details targets, health checks,
    and cross-zone routing configurations. This represents the primary blueprint for
    modern ingress systems.
  language: English
  resource_type: documentation
  complexity: beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Load Balancing
  - Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.aws.amazon.com: What Is Elastic Load Balancing?'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://docs.aws.amazon.com/general/latest/gr/glos-chap.html:
  description: ''
  addition_method: manual
  content_hash: 0b64126f6fa10100a14fa578ef09e1d90e7f16f705a91f2742e63fb0f33acf4f
  health_score: 100.0
  last_checked: 1779032578.762515
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2006'
  stars: 0
  ai_summary: Official reference guide compiling definitions of all key AWS vocabulary,
    services, and structural acronyms, ensuring team-wide alignment when designing
    cloud environments.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - AWS
  - Documentation
  is_microservice: false
  title: AWS Glossary
https://docs.aws.amazon.com/hands-on/latest/create-mysql-db/create-mysql-db.html:
  addition_method: manual
  ai_summary: A beginner-to-intermediate hands-on tutorial for launching a MySQL DB
    instance inside AWS RDS. Walks through security group access policies, DB engine
    parameters, and application tier connectivity patterns.
  complexity: Basic
  description: ''
  hierarchy:
  - Cloud Infrastructure
  - AWS Databases
  - Amazon RDS
  is_microservice: true
  language: English
  resource_type: Documentation
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'AWS Tutorials: Create and Connect to a MySQL Database with Amazon RDS'
  v2_locations:
  - aws-databases.md
  year: '2026'
https://docs.aws.amazon.com/iot/latest/developerguide/what-is-aws-iot.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Curator Insight maps AWS IoT as the entry point for connecting physical
    devices to AWS cloud services. Live Grounding confirms it has evolved into a robust
    suite of services (Core, Greengrass, Device Defender) handling billions of messages
    daily. It provides secure, bi-directional communication with MQTT/HTTPS and acts
    as the foundational layer for enterprise IoT data ingestion.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - IoT & Edge
  - AWS IoT Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: What Is AWS IoT?
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://docs.aws.amazon.com/kinesis:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: AWS Kinesis is a fully-managed proprietary real-time streaming alternative
    to Apache Kafka, tightly integrated with the AWS serverless ecosystem. It abstracts
    partition management and storage architectures, serving as an attractive choice
    for engineering groups prioritizing low-overhead operations.
  language: N/A
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Managed Services
  - Cloud Alternatives
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: AWS Kinesis
  addition_method: manual
  v2_locations:
  - message-queue.md
https://docs.aws.amazon.com/kinesis/index.html:
  addition_method: manual
  content_hash: 89f68bcd396376649118300dd888a192ca699fea639d9457294299adf2379491
  description: ''
  health_score: 100.0
  last_checked: 1779033415.901488
  stars: 0
  status: online
  title: AWS Kinesis
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://docs.aws.amazon.com/kms/latest/developerguide/importing-keys.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official technical reference guide for importing external symmetric/asymmetric
    cryptographic key materials (BYOK) into AWS KMS. Covers PKCS#1 padding requirements,
    secure wrapping key transport, token parameters, and operational risks associated
    with manually importing key lifetimes.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS
  - Cryptography
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'encrypt and decrypt data: Importing Key Material in AWS Key Management Service
    (AWS KMS)'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://docs.aws.amazon.com/lambda/latest/dg/lambda-python-how-to-create-deployment-package.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The authoritative documentation for designing, packaging, and optimizing
    Python functions running inside AWS Lambda. Detail runtime limits, library dependencies,
    and context executions.
  language: Python
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Platforms
  - Serverless Architecture
  - AWS Lambda
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: you can use Python with AWS Lambda
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://docs.aws.amazon.com/lambda/latest/dg/limits.html:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The critical reference table mapping AWS Lambda system quotas. Outlines
    payload thresholds, execution timeouts, ephemeral storage configurations, and
    concurrency parameters necessary for scalable platform designs.
  language: None
  resource_type: Reference Guide
  complexity: Intermediate
  hierarchy:
  - Cloud Platforms
  - Serverless Architecture
  - AWS Lambda
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: AWS Lambda Limits
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://docs.aws.amazon.com/linux/al2/ug/SSL-on-amazon-linux-2.html:
  addition_method: manual
  last_checked: 1781735878.00736
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://docs.aws.amazon.com/prescriptive-guidance/latest/patterns/access-container-applications-privately-on-amazon-eks-using-aws-privatelink-and-a-network-load-balancer.html
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed architectural pattern showcasing secure, private consumption
    of containerized applications deployed on Amazon EKS. Leverages AWS PrivateLink
    integrated with a Network Load Balancer (NLB) to isolate traffic from the public
    internet entirely.
  language: N/A
  resource_type: Architectural Pattern
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Networking
  - Private Connectivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'docs.aws.amazon.com: Access container applications privately on Amazon EKS
    using AWS PrivateLink and a Network Load Balancer'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The master prescriptive reference architecture detailing AWS multi-account
    deployment models. Considers native configurations for security organization units,
    delegated admin accounts, centralized log aggregation (S3/CloudTrail), and dynamic
    remediation pipelines.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS
  - Security and Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "docs.aws.amazon.com: AWS Security Reference Architecture (AWS SRA) \U0001F31F"
  addition_method: manual
  v2_locations:
  - aws-security.md
https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture/architecture.html:
  description: ''
  addition_method: manual
  content_hash: 43c4688b2c7f6dc3feef417c4626dad64f47b0e7e8a1fbacb9f8876b4e6931fb
  health_score: 100.0
  last_checked: 1779033806.133731
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: The foundational blueprint for enterprise security governance in AWS.
    It covers multi-account Landing Zone topologies, IAM Delegations, AWS Organizations
    integration, Control Tower configurations, and architectural guardrails to assure
    regulatory compliance.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Computing
  - AWS
  - Security
  is_microservice: false
  title: 'docs.aws.amazon.com: The AWS Security Reference Architecture'
https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture/welcome.html:
  addition_method: manual
  content_hash: 4b79c0b7e720e42066f9067d19addac37f70dcf971fde64d898549596a1f7057
  description: ''
  health_score: 100.0
  last_checked: 1779029878.340429
  stars: 0
  status: online
  title: "==docs.aws.amazon.com: AWS Security Reference Architecture (AWS SRA)== \U0001F31F"
  v1_locations:
  - docs/aws-security.md
  year: N/A
https://docs.aws.amazon.com/redshift/latest/dg/tutorial-tuning-tables.html:
  addition_method: manual
  ai_summary: Curator Insight provides the authoritative AWS tutorial on optimizing
    Amazon Redshift table structures. Live Grounding highlights deep configurations
    including distribution styles (KEY, ALL, EVEN), sort keys (compound vs interleaved),
    and compression encodings. Essential reading for data platform engineers scaling
    cloud-native data warehouses.
  complexity: Advanced
  content_hash: ee57f798097ea162079cc70b3e3ee4a2825920db5b631c3a312fa400560620fc
  description: ''
  health_score: 100.0
  hierarchy:
  - Data Engineering
  - Data Warehousing
  - Performance Tuning
  is_microservice: false
  language: English
  last_checked: 1779029952.789321
  resource_type: Documentation
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'Tutorial: Tuning Table Design'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: '2021'
https://docs.aws.amazon.com/security:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main technical documentation index containing exhaustive API references
    and deployment guides for AWS identity management, key rotation mechanisms, network
    firewalls, and security telemetry platforms.
  language: English
  resource_type: Documentation Portal
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Security and Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Security docs
  addition_method: manual
  v2_locations:
  - aws-security.md
https://docs.aws.amazon.com/service-authorization/latest/reference/reference_policies_actions-resources-contextkeys.html:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The definitive AWS reference for constructing fine-grained IAM policies.
    It outlines exact service actions, resource types, and condition context keys
    required to enforce the principle of least privilege in enterprise architectures.
    This resource is indispensable for security engineers building cloud access models.
  language: HTML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS
  - Security & IAM
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "docs.aws.amazon.com: Actions, resources, and condition keys for AWS services
    \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
  - aws.md
https://docs.aws.amazon.com/storagegateway:
  addition_method: manual
  last_checked: 1781735877.798473
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-storage.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/storagegateway/latest/userguide/GettingStarted-common.html:
  addition_method: manual
  content_hash: 100755cd4bad8eff79086af1eb3396cd31636347793301186bc0391b98345bbc
  health_score: 100.0
  last_checked: 1779032873.072088
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-storage.md
  v2_locations:
  - aws-storage.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.aws.amazon.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.aws.amazon.com/systems-manager/latest/userguide/systems-manager-parameter-store.html:
  addition_method: manual
  content_hash: 6e8804f0e17f2103d95b85c6a6c577da845692616d9ed276898be889b01803bc
  health_score: 100.0
  last_checked: 1779034456.435133
  v1_locations:
  - docs/devsecops.md
https://docs.aws.amazon.com/wellarchitected/latest/framework/welcome.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'The official documentation framework outlining six fundamental cloud
    architectural pillars: operational excellence, security, reliability, performance,
    cost optimization, and sustainability.'
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - AWS Well-Architected
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Well Architected Framework
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://docs.aws.amazon.com/wellarchitected/latest/security-pillar/application-security.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Part of the AWS Well-Architected Framework, this section outlines fundamental
    standards for securing codebases and application delivery models. Focuses on setting
    up automated continuous security scanning (SAST/DAST), secrets tracking, container
    execution boundaries, and secure package curation.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Security and Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'docs.aws.amazon.com: Application security'
  addition_method: manual
  v2_locations:
  - aws-security.md
? https://docs.aws.amazon.com/whitepapers/latest/aws-best-practices-ddos-resiliency/configuring-route53-for-cost-protection-from-nxdomain-attacks.html
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines security blueprints to mitigate Route 53 billing anomalies
    caused by NXDOMAIN flood attacks. Demonstrates Route 53 Resolver query logging,
    caching, and CloudFront-to-Route53 integrations. Essential for enterprise architectural
    planning to protect cloud budgets from DDoS vectors.
  language: English
  resource_type: documentation
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Security
  - DDoS Resiliency
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Configuring Route 53 for cost protection from NXDOMAIN attacks
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://docs.aws.amazon.com/whitepapers/latest/microservices-on-aws/microservices-on-aws.html:
  description: ''
  addition_method: manual
  content_hash: cc3f889b485723b1576aba7d98e9fc806561a908e929c5e8de1b112a886c325c
  health_score: 100.0
  last_checked: 1779030326.953954
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: The premier AWS whitepaper defining the patterns, architectures, and
    execution strategies for deploying microservices. It covers decomposition patterns,
    decentralized data management, domain-driven boundaries, service discovery, and
    inter-service messaging schemes.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Computing
  - AWS
  - Architecture & Guides
  is_microservice: true
  title: "Implementing Microservices on AWS \U0001F31F"
https://docs.aws.amazon.com/whitepapers/latest/organizing-your-aws-environment/organizing-your-aws-environment.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The official AWS framework defining multi-account best practices using
    AWS Organizations and AWS Control Tower. It outlines critical isolation patterns
    for security, billing, and operational autonomy. Architecturally, it serves as
    the foundation for modern enterprise landing zones, ensuring strict blast-radius
    limitation.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS Governance
  - Multi-Account Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Organizing Your AWS Environment Using Multiple Accounts (white paper for
    best practices)
  addition_method: manual
  v2_locations:
  - aws-security.md
https://docs.cloud.google.com/architecture/security/owasp-top-ten-mitigation:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An extensive architecture reference documenting Google Cloud-native
    mitigations mapping directly to the OWASP Top 10 vulnerabilities. Outlines how
    to leverage Cloud Armor, Identity-Aware Proxy (IAP), and Security Command Center
    to implement defense-in-depth security. Highly recommended for enterprise platform
    designers.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Mitigation Standards
  - Cloud Native Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "cloud.google.com: OWASP Top 10 mitigation options on Google Cloud \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://docs.cloud.google.com/code/docs/vscode/yaml-editing:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Reference manual for configuring IDE tooling with specialized cloud
    code snippets. Demonstrates how Cloud Code streamlines the creation of valid Kubernetes
    YAML definitions directly inside IDE environments like VS Code.
  language: YAML
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - Inner Loop Development
  - Local Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloud.google.com: configuring_with_snippets \U0001F31F"
  addition_method: manual
  v2_locations:
  - scaffolding.md
https://docs.cloud.google.com/compute/docs/containers:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Integration blueprints and managed architecture patterns for deploying
    Red Hat OpenShift on Google Cloud Platform. Merges Google Cloud's analytics, compute,
    and AI services with OpenShift's structured runtime platform. Highly relevant
    for enterprises operating unified hybrid GCP workloads.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Managed Services
  - ARO (GCP)
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: OpenShift on Google Cloud
  addition_method: manual
  v2_locations:
  - openshift.md
https://docs.cloud.google.com/config-connector/docs/overview:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Explains GCP Config Connector implementation patterns. Lets engineers
    configure Google Cloud infrastructure through Kubernetes Custom Resource Definitions,
    utilizing Kubernetes controllers to construct databases, IAM permissions, and
    storage endpoints.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes & Operators
  - GCP Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: cloud.google.com/config-connector
  addition_method: manual
  v2_locations:
  - iac.md
https://docs.cloud.google.com/deploy/docs/deploy-app-run:
  addition_method: manual
  content_hash: 56b670760a09be5b2f985163fbb81f7adc6c5b1d2be049da2d3a6c5b1631875d
  health_score: 100.0
  last_checked: 1779130494.996464
  needs_ai_refresh: true
  v1_locations:
  - docs/GoogleCloudPlatform.md
https://docs.cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Google Cloud's official engineering guide to translating AWS and Azure
    infrastructure paradigms into GCP equivalents. It describes VPC networks, database
    engines, and container services. Live grounding establishes its role as the industry-standard
    translation manual for cross-cloud architects.
  language: English
  resource_type: Reference/Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Strategy
  - Service Mapping
  - GCP Translation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Compare AWS and Azure services to Google Cloud'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://docs.cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison/aws:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.961336
  v1_locations:
  - docs/GoogleCloudPlatform.md
https://docs.cloud.google.com/docs/terraform/blueprints/terraform-blueprints:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Google Cloud's official depository of opinionated Terraform blueprints
    and foundational modules. Implements enterprise-grade GCP setups covering secure
    VPC networking, IAM resource bindings, and hardened GKE configurations.
  language: HCL
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - GCP
  - GKE Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloud.google.com: Terraform blueprints and modules for Google Cloud \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://docs.cloud.google.com/dotnet/docs/creating-cicd-pipeline-vsts-compute-engine:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: This guide outlines the process of establishing a multi-cloud CI/CD
    pipeline using Azure Pipelines to deploy applications directly onto Google Compute
    Engine instances. It details the integration of Azure DevOps with GCP service
    credentials and virtual machine deployment groups. Modern live grounding in 2026
    emphasizes transitioning from manual service key management to OpenID Connect
    (OIDC) Workload Identity Federation to secure cross-cloud communication without
    static secrets.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - CI-CD Pipelines
  - Multi-Cloud Integration
  - Azure to GCP
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Crea una canalización de CI/CD con Azure Pipelines y Compute
    Engine'
  addition_method: manual
  v2_locations:
  - azure.md
https://docs.cloud.google.com/kubernetes-engine/config-sync/docs/overview:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Config Sync is Google Cloud's GitOps-native configuration engine optimized
    for Anthos and GKE clusters. It securely syncs cluster state configurations and
    namespace boundaries directly from trusted Git, OCI, or Helm registries with continuous
    validation.
  language: Go
  resource_type: Product Documentation
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - GitOps
  - Config Sync
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Config Sync
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://docs.cloud.google.com/kubernetes-engine/docs:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The primary management platform docs covering Anthos Config Management.
    This framework bundles Config Sync, policy-as-code enforcement (Gatekeeper), and
    tenant isolation to maintain compliant configuration postures across hybrid cloud
    environments.
  language: English
  resource_type: Enterprise Documentation
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - GitOps
  - Anthos
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Anthos Config Management
  addition_method: manual
  v2_locations:
  - gitops.md
https://docs.cloud.google.com/kubernetes-engine/docs/concepts/autopilot-overview:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Comprehensive official documentation for GKE Autopilot. Guides engineers
    through the platform's security boundaries, billing dimensions (vCPU, memory,
    storage), and workload restrictions (such as system capabilities and host namespaces).
    Serves as the primary reference guide for production deployments.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Serverless Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloud.google.com: GKE Autopilot \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://docs.cloud.google.com/kubernetes-engine/docs/concepts/cluster-autoscaler:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: In-depth technical guide to Google Kubernetes Engine's (GKE) built-in
    Cluster Autoscaler and Node Auto-provisioning capabilities. Optimizes infrastructure
    spend by dynamically scaling node pools based on CPU, memory, and custom GPU/TPU
    resource demands.
  language: Go
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Cluster Autoscaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Google Cloud Platform: GKE Cluster Autoscaler'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://docs.cloud.google.com/kubernetes-engine/docs/how-to/cloud-dns:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Technical documentation for implementing Cloud DNS for GKE. Illustrates
    how integrating managed GCP Cloud DNS with GKE clusters removes the CPU/Memory
    overhead of running in-cluster CoreDNS (kube-dns) instances. Essential for highly-scaled
    microservices architectures prone to DNS query bottlenecking.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - DNS Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Kubernetes Cloud DNS
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://docs.cloud.google.com/kubernetes-engine/docs/how-to/nodelocal-dns-cache:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A detailed technical guide to configuring NodeLocal DNSCache on GKE
    clusters. By running a lightweight caching agent as a node-level DaemonSet, this
    pattern prevents connection track table exhaustion and significantly decreases
    DNS lookup latency for high-throughput microservices.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - DNS Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Setting up NodeLocal DNSCache
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://docs.cloud.google.com/load-balancing/docs/l7-internal:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Google Cloud's internal Layer 7 load balancer enables highly available,
    private distribution of HTTP(S) traffic inside VPC networks. Designed for microservice
    architectures, it leverages Envoy-based proxying to offer advanced routing, header
    manipulation, and secure gRPC/HTTP/2 transport. Its native integration with Google
    Kubernetes Engine (GKE) facilitates seamless service-to-service communication
    with minimal operational overhead.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Traffic Management
  - Load Balancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: L7 Internal HTTP(S) Load Balancing overview
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://docs.cloud.google.com/pubsub/docs/overview:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Documentation for GCP Pub/Sub, a fully managed, globally scaled messaging
    backbone. It outlines its multi-tenant event delivery model, dynamic push/pull
    queues, and integrations with modern data pipelines.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - PaaS
  - Google Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Google Cloud Platform Pub/Sub
  addition_method: manual
  v2_locations:
  - message-queue.md
https://docs.cloud.google.com/sdk/docs/cheatsheet?hl=en:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A dense CLI reference guide outlining crucial command groupings for
    managing IAM, Compute Engine, GKE clusters, and networking components. Provides
    syntax, flag paradigms, and programmatic output formatting tricks.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps & Delivery
  - Developer Tools
  - CLI References
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: The gcloud tool cheat sheet'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://docs.cloud.google.com/secret-manager/docs/analyze-resources:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Introduces GCP-native tools and asset inventories designed to analyze
    and scan resource metadata for exposed secrets. Helps security teams audit access
    control policies, verify Secret Manager integration parameters, and enforce organizational
    IAM constraints dynamically.
  language: N/A
  resource_type: Service
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - GCP Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Analyze secrets with Cloud Asset Inventory'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://docs.cloud.google.com/secret-manager/docs/best-practices:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Comprehensive best practices documentation for GCP Secret Manager, reviewing
    rotation cycles, least-privilege IAM control policies, encryption key layers,
    and secure access audits.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security
  - Secrets Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.google.com: Secret Manager Best Practices'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://docs.cloud.google.com/service-mesh/docs:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Google's Traffic Director offered a managed service mesh control plane.
    Modern GCP architectures have integrated Traffic Director directly into Cloud
    Service Mesh (Anthos Service Mesh) to unify managed networks.
  language: None
  resource_type: commercial-product
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Managed Services
  - Google Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Traffic Director overview
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://docs.cloud.google.com/stackdriver/docs/managed-prometheus:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official engineering configuration docs for GCP's managed Prometheus
    service. Guides users on setting up GKE-based scrapers and writing scalable PromQL
    statements.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Native Platforms
  - Google Cloud Platform
  - Managed Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: Google Cloud Managed Service for Prometheus'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://docs.cloud.google.com/vpc/docs/vpc:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Reference documentation on GCP Cloud VPN network architecture. Highlights
    dynamic routing via Cloud Router, high-availability setups with IPSec protocols,
    and encrypted on-premises-to-cloud integrations.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - VPC VPN
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.google.com: VPN network overview'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://docs.cloud.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengoverview.htm:
  addition_method: manual
  content_hash: bbbb8c6e31557e4b405e12d41e708a7cd28d4b83a3bfeca10c04c8853bf95dbb
  description: ''
  health_score: 100.0
  last_checked: 1779033620.318674
  stars: 0
  title: Oracle Container Engine for Kubernetes (OKE)
  v1_locations:
  - docs/oraclecloud.md
  year: N/A
https://docs.cloud.oracle.com/en-us/iaas/Content/GSG/Concepts/baremetalintro.htm:
  addition_method: manual
  content_hash: 034f1bde455eb897c9cae8bbb4cbb2c791f7d33286dc70c5894d6fa98e6c789a
  description: ''
  health_score: 100.0
  last_checked: 1779032104.520912
  stars: 0
  title: Oracle Cloud Infrastructure (OCI)
  v1_locations:
  - docs/oraclecloud.md
  year: N/A
https://docs.cloudbees.com/docs/cloudbees-ci/latest/casc-controller/distribute-casc-bundles-from-oc:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Enterprise implementation architectural blueprint outlining how to distribute
    configuration as code (CasC) bundles safely from central Operations Centers down
    to managed controller clusters across dynamic Kubernetes namespaces.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - CI/CD Infrastructure
  - Configuration as Code
  - Enterprise Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'docs.cloudbees.com: Configuration as Code for CloudBees Core on modern cloud
    platforms'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://docs.cloudbees.com/docs/cloudbees-core/latest/cloud-admin-guide/core-casc-modern:
  addition_method: manual
  content_hash: 213bb64e1c6932a490accdaf9fc3b926a96afd41b3aaae5069f4a89f628bac22
  description: ''
  health_score: 100.0
  last_checked: 1779033903.676776
  stars: 0
  status: online
  title: 'docs.cloudbees.com: Configuration as Code for CloudBees Core on modern cloud''
    platforms'
  v1_locations:
  - docs/jenkins.md
  year: N/A
? https://docs.cloudblue.com/cbc/20.5/premium/content/Deployment-of-Product-to-Azure-Cloud-Guide/Deploying-AKS-Cluster-with-Custom-IP-Ranges.htm
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Details the construction of ARM templates to deploy AKS clusters containing
    custom network IP range allocations. Ensures smooth compliance within pre-defined
    enterprise internal network spaces. Grounding shows ARM is stable, although Bicep
    and Terraform are dominant in 2026.
  language: JSON
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Provisioning & IaC
  - ARM Templates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.cloudblue.com: Deploying an AKS Cluster with Custom IP Ranges (ARM
    template)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://docs.cloudify.co:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An architectural manual focused on multi-cloud orchestration and automation
    frameworks. Discusses leveraging open-source TOSCA-based standards to orchestrate
    compute resources, handle multi-site network topologies, and coordinate complex
    deployments across multiple hypervisors.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Infrastructure Automation
  - Hybrid Cloud Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloudify.co: Your Guide to Infrastructure Automation & Hybrid Cloud Orchestration
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://docs.cloudposse.com/components/library/aws/runs-on:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A collection of Cloud Posse Terraform modules designed to automate secure,
    dynamically autoscaling self-hosted GitHub Actions runners inside AWS networks,
    optimization execution speed while keeping compute costs minimal.
  language: Terraform
  resource_type: Module
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Delivery
  - Self-Hosted Runners
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Cloud Posse runs-on: GitHub Actions Self-Hosted Runners'
  addition_method: manual
  v2_locations:
  - devops.md
  - cicd.md
https://docs.conduktor.io/learn:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Conduktor's centralized, highly visual learning playground for mastering
    Apache Kafka. Covers core distributed architectural structures, partition routing,
    message durability guarantees, and schema setups through structured modules.
  language: English
  resource_type: Web Portal
  complexity: Beginner
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Learning Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'conduktor.io/kafka: Learn Apache Kafka like never before'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://docs.confluent.io/platform/current/streams/overview.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A comparative guide contrasting the application patterns of using ksqlDB
    with writing custom Java code via the Kafka Streams library. It provides engineers
    with logical decision paths based on pipeline scale, deployment models, and development
    team specializations.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Stream Processing
  - Architectural Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Kafka Streams and ksqlDB Compared – How to Choose
  addition_method: manual
  v2_locations:
  - message-queue.md
https://docs.databricks.com/aws/en/structured-streaming/production:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Deep dives into configuring Spark scheduler pools to enforce Fair Scheduling
    (FAIR) when running multiple concurrent Structured Streaming queries in a shared
    production workspace. Prevents heavy resource queries from starving lightweight
    streaming jobs. Live Grounding verifies that proper allocation of pool weights
    remains a mandatory configuration practice for robust multi-tenant streaming pipelines.
  language: Markdown
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Data & AI
  - Apache Spark
  - Streaming & Scheduling
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'docs.databricks.com: Use scheduler pools for multiple streaming workloads'
  addition_method: manual
  v2_locations:
  - kubernetes-bigdata.md
https://docs.databricks.com/structured-streaming/scheduler-pools.html:
  addition_method: manual
  content_hash: 76a764e3d2746d3d578598f5fc889e4f04a4ed55edd3e1f6d76cd0df1a4f35ea
  description: ''
  health_score: 100.0
  last_checked: 1779033100.937538
  stars: 0
  status: online
  title: 'docs.databricks.com: Use scheduler pools for multiple streaming workloads'
  v1_locations:
  - docs/kubernetes-bigdata.md
  year: N/A
https://docs.digitalocean.com/products/app-platform:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: App Platform reference document outlining core specs of DigitalOcean's
    fully managed Platform-as-a-Service (PaaS). Allows automated code deployments
    directly from Git systems, managing containers, databases, and SSL endpoints.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - PaaS
  - DigitalOcean App Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: App Platform
  addition_method: manual
  v2_locations:
  - digitalocean.md
https://docs.digitalocean.com/products/kubernetes:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The baseline documentation hub for DigitalOcean Kubernetes (DOKS). Features
    developer-friendly setup guides, automated node pool configurations, and block
    storage integrations. Recommended for startups and medium-sized application workloads
    seeking an intuitive managed container orchestrator.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Alternative Cloud
  - DigitalOcean Kubernetes (DOKS)
  - Core Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.digitalocean.com: Kubernetes on DigitalOcean'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://docs.digitalocean.com/products/kubernetes/how-to/autoscale:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Implementation guide for configuring the managed Cluster Autoscaler
    on DigitalOcean Kubernetes (DOKS). Simplifies cluster expansion and reduction,
    automating droplet lifecycle management based on pending workloads.
  language: Go
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Cluster Autoscaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'DigitalOcean Kubernetes: DOKS Cluster Autoscaler'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://docs.docker.com:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Ecosystem overview of Docker Universal Control Plane (UCP). It served
    as an enterprise control center for container clusters, but is now a legacy reference
    superseded by modern web consoles.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Docker Swarm
  - Docker Enterprise
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Universal Control Plane overview
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://docs.docker.com/build/buildkit:
  addition_method: manual
  content_hash: 6db739bda0149f8a224e8fc701c63de15c670c700e1b68e9ff5a655b422479db
  health_score: 100.0
  last_checked: 1779130494.977072
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.docker.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.docker.com/desktop/setup/install/windows-install:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Operational documentation for installing and enabling single-node local
    Kubernetes clusters inside Docker Desktop for Windows. Offers a highly streamlined
    interface for local containerized orchestration workflows.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Local Kubernetes Environments
  - Desktop Orchestration
  - Docker Desktop
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'store.docker.com: Docker Community Edition EDGE with kubernetes. Installing
    Kubernetes using the Docker Client'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://docs.docker.com/desktop/setup/sign-in:
  addition_method: manual
  content_hash: 9080cb4becbe717357c9e1c4edbcbac814d9456023a6ccf7cdca3b0ddc695ef1
  health_score: 100.0
  last_checked: 1779130495.023871
  v1_locations:
  - docs/matrix-table.md
https://docs.docker.com/develop/develop-images/build_enhancements:
  addition_method: manual
  content_hash: fba2fcf8bf5cbf0b910823e052640e3de2255c7a48377a733845089d11ea0080
  description: ''
  health_score: 100.0
  last_checked: 1779034564.360601
  stars: 0
  status: online
  title: buildkit
  v1_locations:
  - docs/docker.md
  year: N/A
https://docs.docker.com/docker-for-windows:
  addition_method: manual
  content_hash: f4a11e2bf8432fac4e34a3fdae0bb447c3379e304097fd259ae7398e4a4d0490
  health_score: 100.0
  last_checked: 1779032103.770114
  v1_locations:
  - docs/matrix-table.md
https://docs.docker.com/ee/ucp:
  addition_method: manual
  content_hash: 2683fa73407419afc7464df24ec715f9349aa16a2db1f220bf13acefc4435d20
  description: ''
  health_score: 100.0
  last_checked: 1779032087.797049
  stars: 0
  status: online
  title: Universal Control Plane overview
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://docs.docker.com/engine/context/ecs-integration:
  addition_method: manual
  content_hash: c23648dbab66659012b2ce4d60cdeb4ef11408ea0e747f44cdc631e3fcc6d6b7
  description: ''
  health_score: 100.0
  last_checked: 1779032216.866373
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.docker.com: Deploying Docker containers on ECS'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.docker.com:
    Deploying Docker containers on ECS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.docker.com/engine/reference/commandline/buildx_imagetools:
  addition_method: manual
  content_hash: 81a2f3abbac42d450220e4a4bdb1ca5c86a0dfcbe87f518820af63a2835b2df6
  description: ''
  health_score: 100.0
  last_checked: 1779032754.037837
  stars: 0
  status: online
  title: 'docs.docker.com: docker buildx imagetools'
  v1_locations:
  - docs/docker.md
  year: N/A
https://docs.docker.com/engine/swarm:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Docker's native, built-in container clustering orchestration engine.
    Perfect for fast multi-host scaling of simple apps, though largely superseded
    by EKS and Nomad in major multi-tenant enterprise architectures.
  language: Go
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Docker Swarm
  - Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Docker Swarm
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://docs.docker.com/reference/cli/docker/buildx/imagetools:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official CLI manual for Buildx Imagetools, documenting dynamic multi-platform
    manifest manipulation directly within registries. Avoids rebuild cycles by merging
    existing CPU architecture definitions.
  language: Go
  resource_type: documentation
  complexity: Intermediate
  hierarchy:
  - Containers
  - Build Optimization
  - Multi-Arch Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.docker.com: docker buildx imagetools'
  addition_method: manual
  v2_locations:
  - docker.md
https://docs.docker.com/registry/insecure:
  addition_method: manual
  content_hash: c23648dbab66659012b2ce4d60cdeb4ef11408ea0e747f44cdc631e3fcc6d6b7
  description: ''
  health_score: 100.0
  last_checked: 1779033045.01086
  stars: 0
  status: online
  title: "Test an insecure registry \U0001F31F"
  v1_locations:
  - docs/registries.md
  year: N/A
https://docs.docker.com/retired:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Historical reference from the retired Docker documentation archive illustrating
    how to configure the Docker daemon to handshake with unencrypted registries. It
    provides flags and config file options required to bypass default TLS validation
    checks for local testing. In modern secure container platform patterns, this practice
    is deprecated and replaced by end-to-end TLS.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Container Management
  - Docker Security
  - Insecure Registries
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "Test an insecure registry \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
? https://docs.dynatrace.com/docs/ingest-from/setup-on-container-platforms/kubernetes/legacy/deploy-oneagent-operator-openshift-legacy
: description: ''
  addition_method: manual
  content_hash: f2f0dd66bd718fb52208eeb1c9a3e14f1daed997d44e9355d8f976eff5ade446
  health_score: 100.0
  last_checked: 1779130494.967074
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2023'
  stars: 0
  ai_summary: Technical deployment specification for deploying the Dynatrace OneAgent
    operator onto OpenShift Container Platforms. Detailing daemonset deployments,
    security context constraints (SCCs), and privileged execution requirements.
  language: en
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Observability
  - Platform Monitoring
  - Dynatrace Agent Deployment
  is_microservice: true
  title: 'dynatrace.com: Deploy OneAgent on OpenShift Container Platform'
https://docs.fluxcd.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030199.231728
  stars: 0
  status: online
  title: docs.fluxcd.io
  v1_locations:
  - docs/flux.md
  year: N/A
https://docs.fluxcd.io/en/1.22.2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Archived reference documentation for the legacy Flux v1 orchestrator.
    Left online purely as historical reference; teams must use modern Flux v2 systems
    for controller architectures and security controls.
  language: None
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: docs.fluxcd.io
  addition_method: manual
  v2_locations:
  - flux.md
https://docs.garden.io:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural specifications for the Garden orchestration tool. Details
    graph configurations, Helm-based packaging models, pipeline test automation patterns,
    and enterprise testing setups inside remote clusters.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Kubernetes Developer Experience
  - Graph-Based Dev & Test
  - Garden Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'garden.io: cloud native devops platform'
  addition_method: manual
  v2_locations:
  - pulumi.md
  - kubernetes-based-devel.md
https://docs.getenroute.io:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Enroute is a lightweight, Envoy-driven API gateway and Ingress Controller
    designed to secure microservices at the cluster boundary. Highlights integration
    with Helm and declarative custom resource configurations. Live Grounding indicates
    that while Envoy is standard, Enroute provides an accessible alternative for teams
    seeking simple, security-first ingress controls.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "getenroute.io: Drive API Security At Kubernetes Ingress Using Helm And Envoy
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://docs.github.com/en:
  description: ''
  addition_method: manual
  ai_summary: The authoritative reference guide for GitHub Flavored Markdown (GFM).
    Essential for managing documentation structures, creating rich README files, formatting
    issue trackers, and building interactive templates within the developer workflow.
  complexity: Beginner
  content_hash: 41801d82adbb8ae3955e7dc98be3bb04510adf56883875f3219fc5d3f8480d2e
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Documentation
  - Markup Languages
  is_microservice: false
  language: N/A
  last_checked: 1779130494.971341
  needs_ai_refresh: true
  resource_type: Guide
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations:
  - docs/cheatsheets.md
  - docs/git.md
  - docs/mkdocs.md
  v2_locations:
  - mkdocs.md
  - cheatsheets.md
  - git.md
  year: '2026'
  title: 'guides.github.com: Markdown Cheat Sheet 2'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://docs.github.com/en/actions/how-tos/write-workflows:
  description: ''
  addition_method: manual
  content_hash: 681a7064ed6db75b597b2ecb55d9ed84a73528ee6e670d60bc4480089bec2635
  health_score: 100.0
  last_checked: 1781735992.207818
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: '2026'
  stars: 0
  ai_summary: The official documentation hub for constructing GitHub Actions pipelines.
    It outlines syntax conventions for workflows, custom runner setup, enterprise
    secrets isolation, matrix compilation strategies, and native target routing configurations.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Software Delivery
  - GitHub Ecosystem
  - GitHub Actions
  is_microservice: false
  title: 'docs.github.com: Learn GitHub Actions'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://docs.github.com/en/actions/learn-github-actions:
  addition_method: manual
  content_hash: e35c79778e9adc96d7942e26586c0b44b59a25020030e1e930e539d5cd6eee1b
  description: ''
  health_score: 100.0
  last_checked: 1779033942.524897
  stars: 0
  title: 'docs.github.com: Learn GitHub Actions'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://docs.github.com/en/authentication/troubleshooting-ssh/using-ssh-over-the-https-port:
  description: ''
  addition_method: manual
  ai_summary: Official reference troubleshooting protocol explaining SSH transport
    over HTTPS port 443. Synthesizes custom configuration profiles to bypass restrictive
    firewalls and proxy devices that block standard port 22 traffic.
  complexity: Advanced
  content_hash: 65319432e5f6585e28243a67a743d469dfae3760cd66bd2427270cb7f72056d7
  health_score: 100.0
  hierarchy:
  - Developer Platform
  - Infrastructure
  - Network Security
  is_microservice: false
  language: Shell
  last_checked: 1781735950.460367
  needs_ai_refresh: true
  resource_type: Documentation
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2021'
  title: "docs.github.com: Using SSH over the HTTPS port \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://docs.github.com/en/copilot/concepts/agents/copilot-cli/about-remote-control:
  addition_method: automatic
  ai_summary: 'Curator Insight: Extending local CLI execution to mobile and web endpoints
    enables seamless steering of long-running development agents.


    Live Grounding: GitHub documentation confirms that developers can initiate remote
    control via the `/remote on` command or through `copilot --remote`, permitting
    secure terminal session tracking and multi-surface approvals directly on GitHub.com
    or the GitHub Mobile app.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: e2f92136173fb020ead01234171ace49b304cbb4f7326aa3a313bdd01cb1bee1
  description: Learn how to monitor, steer, and approve agentic workflows in running
    GitHub Copilot CLI sessions remotely from GitHub.com or GitHub Mobile.
  hierarchy:
  - AI
  - Developer Tools
  - Coding Agents
  - CLI Tooling
  is_microservice: false
  language: en
  last_checked: 1780352158.263332
  reputation_status: Vetted
  reputation_summary: Generally available as of May 2026, highly rated and widely
    welcomed by the enterprise developer community for enabling mobile/web-driven
    agentic workflows.
  resource_type: documentation
  social_preview_url: https://docs.github.com/assets/cb-345/images/social-cards/copilot.png
  source_provenance: X.com (GitHub)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Remote Control of GitHub Copilot CLI Sessions
  year: '2026'
https://docs.github.com/en/copilot/get-started/best-practices:
  description: ''
  addition_method: manual
  ai_summary: Authoritative guidelines from GitHub designed to optimize interaction
    with Copilot. Covers prompt engineering tactics (such as context-setting files
    and comments), managing AI security and license compliance, and verifying generated
    output.
  complexity: Intermediate
  content_hash: 0dee52bc2a91b05dc874775f9ce625f0efebe02d15abc0c8931cc897864272b3
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - GitHub Copilot
  is_microservice: false
  language: English
  last_checked: 1781735900.930175
  needs_ai_refresh: true
  resource_type: Documentation
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ai.md
  - docs/cicd.md
  - docs/developerportals.md
  v2_locations:
  - ai.md
  - cicd.md
  - developerportals.md
  year: '2026'
  title: Best Practices for Using GitHub Copilot
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://docs.github.com/en/copilot/how-tos/github-copilot-app/getting-started:
  addition_method: automatic
  ai_summary: The official documentation for initializing and operating the standalone
    GitHub Copilot application. The guide covers foundational setups, authentication
    mechanisms, and demonstrates how developers can utilize multi-file agentic sessions
    to directly draft, validate, and execute complex code changes within local and
    remote repositories.
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: bf5ddc5399c3ca30f5c3a5e073f3a7c2d4553dc4ed89b94705c178db2d4f3bc1
  description: Sign in to the GitHub Copilot app, ask your first question in a quick
    chat, and then create a full agent session to make changes to your code.
  hierarchy:
  - Developer Tools
  - AI Coding Assistants
  - GitHub Copilot
  is_microservice: false
  language: English
  last_checked: 1780352581.792287
  reputation_status: Vetted
  reputation_summary: Official GitHub product documentation. Copilot App is the industry-standard
    AI development assistant.
  resource_type: documentation
  social_preview_url: https://docs.github.com/assets/cb-345/images/social-cards/copilot.png
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  title: Getting started with the GitHub Copilot app
  year: '2025'
https://docs.github.com/en/discussions:
  addition_method: manual
  content_hash: 5819fb425c4c55eacc70053a096aed28a6cf05c1fcb5b3b7fe43ad53f6363341
  health_score: 100.0
  last_checked: 1779033400.352507
  v1_locations:
  - docs/git.md
https://docs.github.com/en/get-started/using-github/github-flow:
  description: ''
  addition_method: manual
  ai_summary: GitHub Flow is a lightweight, branch-based workflow that supports continuous
    delivery by eliminating the complex branching structures of older patterns. Developers
    work on short-lived feature branches, using pull requests to run continuous integration
    tests and solicit reviews before automated deployment directly to the main branch.
    This approach minimizes merge conflicts and maintains a deployable master branch
    at all times.
  complexity: Beginner
  content_hash: 416d3ff4198228612146252c20adab1a72a106d5646ea2a37ef1eacdcc998341
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  is_microservice: false
  language: Markdown
  last_checked: 1781735940.773397
  needs_ai_refresh: true
  resource_type: Specification
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2011'
  title: GitHub Flow
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://docs.github.com/en/pdfs/markdown-cheatsheet-online.pdf:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.935809
  v1_locations:
  - docs/cheatsheets.md
? https://docs.github.com/en/repositories/configuring-branches-and-merges-in-your-repository/managing-protected-branches/managing-a-branch-protection-rule
: addition_method: manual
  content_hash: 8f05fd1ed5c3b3432425c2cad3a591874e28cd860da92fa800e53026230bbc0c
  health_score: 100.0
  last_checked: 1779130494.990233
  needs_ai_refresh: true
  v1_locations:
  - docs/git.md
https://docs.gitlab.com/ee/topics/gitlab_flow.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029142.8899
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: GitLab Flow
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering GitLab
    Flow in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.gitlab.com/ee/user/clusters/agent:
  addition_method: manual
  content_hash: e05a7259a009d670d2a023a0c9cb06622329b3e1f917cc63022cb565a8e8c408
  description: ''
  health_score: 100.0
  last_checked: 1779031266.339826
  stars: 0
  status: online
  title: GitLab Kubernetes Agent
  v1_locations:
  - docs/cicd-kubernetes-plugins.md
  year: N/A
https://docs.gitlab.com/ee/user/infrastructure/terraform_state.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031796.75836
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "docs.gitlab.com: GitLab managed Terraform State \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering docs.gitlab.com:
    GitLab managed Terraform State \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.gitlab.com/releases:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the GitLab 14.1 release, highlighting its integrated Helm chart
    registry and custom escalation policies. Explains how teams can store and manage
    Kubernetes deployment packaging files directly alongside their application source
    code.
  language: Markdown
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Collaborative Platforms
  - Kubernetes Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation
    Policies'
  addition_method: manual
  v2_locations:
  - cicd-kubernetes-plugins.md
https://docs.gitlab.com/runner/install/openshift.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The official guide for installing GitLab Runner on Red Hat OpenShift
    using the GitLab Runner Operator. Outlines configuration steps, security context
    constraints (SCC), and custom resource designs for managing secure, scalable pipeline
    workloads.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Collaborative Platforms
  - Kubernetes Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'docs.gitlab.com: Install GitLab Runner on Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - git.md
https://docs.gitlab.com/user/clusters/agent:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: A secure, bidirectional, and active cluster integration agent (now known
    as the GitLab Agent for Kubernetes) that enables enterprise GitOps workflows.
    Operating inside the target cluster, it pulls configurations from Git repositories,
    avoiding the security risk of exposing Kube-apiserver endpoints to external CI
    runners.
  language: Go
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - CI/CD
  - GitOps
  - GitLab Integration
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: GitLab Kubernetes Agent
  addition_method: manual
  v2_locations:
  - cicd-kubernetes-plugins.md
https://docs.google.com:
  addition_method: manual
  content_hash: 42cd3dd18405ac968463654ac2485f6a34a8b80a26861ecccf8b1e333c3c4de5
  description: ''
  health_score: 100.0
  last_checked: 1779029804.445248
  stars: 0
  status: online
  title: Google docs & Sheets
  v1_locations:
  - docs/workfromhome.md
  year: N/A
https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA:
  addition_method: manual
  content_hash: f07374548efd5e9362345f0bfa8454a91ef4dc11cdb52dd85f28349f414aa339
  description: ''
  health_score: 100.0
  last_checked: 1779029689.939104
  stars: 0
  title: "docs.google.com: Kubernetes For Everyone \U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA/edit:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A collaborative, highly comprehensive community guide detailing core
    mechanics, networking layers, API objects, and day-to-day kubectl recipes. Essential
    for deep conceptual comprehension of the Kubernetes api-driven design.
  language: English
  resource_type: Document
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Community Resources
  - Reference Manuals
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "docs.google.com: Kubernetes For Everyone \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA/edit/edit:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.962909
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.google.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.google.com/document/u/0/d/1VEkUvTbqxfC1XyVGb2Z3DtEk9NA1M6PJpeCqEYRATLM/mobilebasic:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: This document acts as an operational blueprint offering tactical patterns
    for adoption, cost estimation, and lifecycle management within serverless paradigms.
    It bridges the gap between basic functions and enterprise execution strategies.
  language: English
  resource_type: Document
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Serverless
  - Operational Guides
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'docs.google.com: Serverless Guide to Success 2021'
  addition_method: manual
  v2_locations:
  - serverless.md
https://docs.google.com/forms/d/e/1FAIpQLSdiuQN3sm2mQ2E86VTXVXu7bf_9C0hVdzhw2_Kvu3DFqL7EZA/viewform:
  description: '- [github PR: Enable to provide telemetry data to OpenTelemetry Collector](https://github.com/jenkinsci/remoting-opentelemetry-plugin/pull/40)
    Great step forward for the troubleshooting of JenkinsCI Agents  with the visualization
    of the "Jenkins Remoting Keep Alive" messages as distributed traces'
  year: '2021'
  stars: 0
  ai_summary: User research survey focused on identifying operational pain points
    in Jenkins agent monitoring. Highlighted community demand for tracing agent communication
    channels, particularly utilizing "Jenkins Remoting Keep Alive" messages as distributed
    traces for proactive connection diagnostics.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - Agent Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Jenkins: Agents Monitoring End User Survey'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://docs.google.com/presentation/d/13k-Lhc-tVgUohrtKqAYIikaQCTsmuzzjhOe_hpwgUgw/edit:
  description: '- [developers.redhat.com: 10 awesome Kubernetes tools every user should
    know | DevNation Tech Talk (video)](https://developers.redhat.com/devnation/tech-talks/10-kubernetes-tools)'
  addition_method: manual
  content_hash: 96cbc482b20b4f06ec0cfef69c2147a09d5d4fb751ea005736ebb36ac883e97b
  health_score: 100.0
  last_checked: 1779130494.983173
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 3
  ai_summary: A DevNation tech talk presentation showcasing ten high-impact Kubernetes
    developer tools. It focuses on boosting local productivity, troubleshooting live
    clusters, and simplifying manifest creation.
  language: None
  resource_type: Presentation
  complexity: Low
  hierarchy:
  - Developer Experience
  - Learning Resources
  - Curated Lists
  is_microservice: false
  title: 'DevNation: 10 awesome kubernetes tools every user should know'
https://docs.google.com/presentation/d/17bQ30ycAUB-k4YZ4dC23cxNiNChvRRQO7_6FNGcS0j4/edit?usp=sharing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An evolutionary mapping of open-source continuous integration and deployment
    ecosystems, tracing the lineage from legacy master-agent patterns to decoupled
    cloud-native architectures. Discusses trade-offs in extensibility, engine footprint,
    security profiles, and pipeline-as-code maintenance.
  language: English
  resource_type: presentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD History
  - Evolution of OSS CI-CD
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "Presentation: NADOG - Evolution of open source CI/CD tools - Oleg Nenashev
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://docs.google.com/presentation/d/1DFy4ZZdsK2ftREetv_f52E-caZXOGX6GvgzGQlfSLfE/edit?usp=sharing:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Tracing the architectural evolution from legacy service-oriented architectures
    (SOA) to lightweight microservices reveals the driving forces behind contemporary
    software design. This historical overview contextualizes the shifting demands
    for rapid delivery, horizontal scaling, and domain-driven design. It demonstrates
    how infrastructure advancements like containerization catalyzed the widespread
    adoption of decoupled services.
  language: English
  resource_type: Presentation
  complexity: Beginner
  hierarchy:
  - Architecture
  - Microservices
  - History
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: History of Microservices
  addition_method: manual
  v2_locations:
  - faq.md
https://docs.google.com/presentation/d/1IZXCiQl_NUawHMvKJANCG2_LIBZseUpY-XyPjlghj9E/edit:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical slide-deck detailing how to leverage Crossplane to declare
    cloud infrastructure purely using Kubernetes-native YAML. It covers custom resource
    definitions (CRDs), dynamic provider integration, resource composition layers,
    and best practices for architectural abstractions to decouple infrastructure definitions
    from vendor-specific formats.
  language: Agnostic
  resource_type: Presentation
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Control Planes
  - Crossplane
  - Presentations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Presentation: YAML your cloud'
  addition_method: manual
  v2_locations:
  - crossplane.md
https://docs.google.com/presentation/d/1Q1PgNnRTgzBpVRXPqQo3PudzCa2eoc6_1_NRjFRMLrU/edit:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A shared repository of official Jenkins marketing slide templates,
    community brand guidelines, and graphics resources. *Curator Insight*: Design
    assets. *Live Grounding*: Handy for technical presenters preparing team slides
    or design documents.'
  language: English
  resource_type: Presentation
  complexity: Beginner
  hierarchy:
  - Community
  - Resources
  - Brand & Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.google.com: Jenkins Artwork Social Media & Open Graph Images'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://docs.google.com/presentation/d/1zrfVlE5r61ZNQrmXKx5gJmBcXnoa_WerHEnTxu5SMco:
  addition_method: manual
  content_hash: cba1c49d9266c14ea9e6bd6c2e3c89ead9292dc1f60bc71b5fc48a372f03ad7b
  description: ''
  health_score: 100.0
  last_checked: 1779031437.096489
  stars: 0
  title: Intoduction to Kubernetes (slides, beginners and advanced)
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://docs.google.com/presentation/d/1zrfVlE5r61ZNQrmXKx5gJmBcXnoa_WerHEnTxu5SMco/edit:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A detailed technical slideset outlining the core mechanisms of Kubernetes
    scheduling, control plane architecture, and microservice discovery. Ideal for
    corporate instructional presentations and architectural roundtables.
  language: English
  resource_type: Presentation
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Presentation Slides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Intoduction to Kubernetes (slides, beginners and advanced)
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://docs.google.com/spreadsheets/d/191WWNpjJ2za6-nbG4ZoUMXMpUK8KlCIosvQB0f-oq3k/edit:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: An expansive, community-maintained comparison spreadsheet detailing
    the feature matrices, protocol supports, dynamic reloading behaviors, and ecosystem
    integrations of various Ingress Controllers. Live Grounding highlights this dynamic
    reference as an essential resource for architects choosing ingress tools based
    on enterprise requirements.
  language: Markdown
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Learnk8s: Comparison of Kubernetes Ingress Controllers \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - matrix-table.md
  - kubernetes-networking.md
https://docs.google.com/spreadsheets/d/1RPpyDOLFmcgxMCpABDzrsBYWpPYCIBuvAoUQLwOGoQw:
  addition_method: manual
  content_hash: 6139c65386dd3205041b81a3c9634b84f8aed2a8becb6f373ad91918fa8f5173
  description: ''
  health_score: 100.0
  last_checked: 1779031495.60224
  stars: 0
  title: "Learnk8s: Comparison of Kubernetes Managed Services \U0001F31F"
  v1_locations:
  - docs/matrix-table.md
  year: N/A
https://docs.google.com/spreadsheets/d/1RPpyDOLFmcgxMCpABDzrsBYWpPYCIBuvAoUQLwOGoQw/edit:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly granular, community-maintained matrix tracking managed Kubernetes
    services across both major and minor cloud vendors. It details network capabilities,
    autoscaler integration, upgrades, security profiles, and persistent volume support.
    It represents an essential industry benchmark used by platform architects designing
    global cluster patterns.
  language: None
  resource_type: Reference Spreadsheet
  complexity: Intermediate
  hierarchy:
  - Platform Architecture
  - Cloud Providers
  - Managed Kubernetes Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Learnk8s: Comparison of Kubernetes Managed Services \U0001F31F"
  addition_method: manual
  v2_locations:
  - matrix-table.md
https://docs.google.com/spreadsheets/d/1WPHt0gsb7adVzY3eviMK2W8LejV0I5m_Zpc8tMzl_2w:
  addition_method: manual
  content_hash: 9dd4682f78daa68e5fd17a9dadf8c1809af5a80bac402498152167146415cb69
  description: ''
  health_score: 100.0
  last_checked: 1779034517.904695
  stars: 0
  title: The Golden Kubernetes Tooling and Helpers list
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://docs.google.com/spreadsheets/d/1WPHt0gsb7adVzY3eviMK2W8LejV0I5m_Zpc8tMzl_2w/edit:
  description: ''
  addition_method: manual
  content_hash: 5272aeddc6e66ae1bf7d41c47c1cbb850ddf5b8a04b7359454f8734f947cb43a
  health_score: 100.0
  last_checked: 1779130494.965374
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  stars: 0
  ai_summary: A highly granular, crowd-sourced spreadsheet tracking essential Kubernetes
    tools and extensions. Acts as an excellent resource for platform architects searching
    for specialized utilities in monitoring, cost allocation, and security governance.
  language: None
  resource_type: Resource
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Kubernetes Tooling
  - Developer Experience
  is_microservice: false
  title: The Golden Kubernetes Tooling and Helpers list
https://docs.google.com/spreadsheets/d/1yhkuBJBY2iO2Ax5FcbDMdWD5QLTVO6Y_kYt_VumnEtI/edit:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive reference spreadsheet mapping public cloud compute options.
    Analyzes network limits, local disks performance, memory ratios, and OS-reserved
    compute resources to guide infrastructure designers.
  language: N/A
  resource_type: Document
  complexity: Advanced
  hierarchy:
  - Cluster Architecture
  - Sizing
  - Research
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.google.com - learnk8s.io: Research on the trade offs when choosing
    an instance type for a kubernetes cluster'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://docs.gradle.org/current/userguide/getting_started.html:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The official Gradle getting started guide, focusing on project structure,
    tasks, lifecycle, and script authoring. Live Grounding validates this as the crucial
    entry point for setting up dynamic build scripts, multi-project dependency graphs,
    and CI pipelines.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - DevOps
  - Build Tools
  - Gradle
  - Documentation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'docs.gradle.org: Getting Started'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://docs.itrsgroup.com/docs/opsview/6.12.1/opspacks/opspack-index/index.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Detailed documentation regarding Opsview's pre-configured monitoring
    packages (opspacks) for tracing queue sizes, job results, and active slave counts
    in Jenkins setups.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Observability
  - Infrastructure Monitoring
  - Opsview Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opsview.com: opspack'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://docs.lightstep.com/docs/understand-distributed-tracing:
  addition_method: manual
  content_hash: a811a4b0d75ee13fe6fc6ce145c6c9341e9ab5e7ce9cc466db1bc6b04bde031e
  description: ''
  health_score: 100.0
  last_checked: 1779030250.449791
  needs_ai_refresh: true
  stars: 0
  title: 'lightstep.com: Understand Distributed Tracing'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://docs.meshery.io/guides/tutorials/kubernetes-pods:
  description: ''
  addition_method: manual
  content_hash: cb3ce8946f77dba9c8a483c310f54f43d5e55546072ddee7aacd8869a6b2a4b8
  health_score: 100.0
  last_checked: 1779030295.857482
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: An operational guide from the Meshery documentation focusing on managing
    and inspecting Kubernetes Pods within a service mesh environment. It illustrates
    how to leverage Meshery's visual designer to orchestrate workloads.
  language: English
  resource_type: Technical Documentation
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Service Mesh Management
  - Educational Material
  is_microservice: false
  title: Exploring Kubernetes Pods with Meshery
https://docs.microsoft.com:
  addition_method: manual
  content_hash: 6f5dc7b77212c6c2f04a54440082812b10d5112ff671b019a035c49429d1c57e
  description: ''
  health_score: 100.0
  last_checked: 1779030020.707285
  stars: 0
  status: online
  title: Microsoft Docs
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/azure:
  addition_method: manual
  content_hash: 9304f7f0a12a390ee81ecca02a2afa845c05c321fae0d05cc63a69852e24fbcc
  description: ''
  health_score: 100.0
  last_checked: 1779033481.500553
  stars: 0
  status: online
  title: Azure Docs
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/azure/load-testing:
  addition_method: manual
  content_hash: 9e69c9bd8b2ace19408d56b4bd502e90a26d94b655bfb69073d7509ec2710d37
  description: ''
  health_score: 100.0
  last_checked: 1779029796.808003
  stars: 0
  status: online
  title: 'docs.microsoft.com: Azure Load Testing'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  year: N/A
https://docs.microsoft.com/azure/traffic-manager:
  addition_method: manual
  content_hash: d3425098bb13fdf6e714102059d8e86eeb85faebb56a4e1e50589f7d5f6e2a0d
  description: ''
  health_score: 100.0
  last_checked: 1779029705.833863
  stars: 0
  status: online
  title: Azure Traffic Manager
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/azure/vpn-gateway/openvpn-azure-ad-tenant:
  addition_method: manual
  content_hash: 8a7d833108551a9859faccc97696671b432b04b8d18f648f3b99b9295b023739
  description: ''
  health_score: 100.0
  last_checked: 1779032835.329336
  stars: 0
  status: online
  title: Create an Azure Active Directory tenant for P2S OpenVPN protocol connections
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/azure-best-practices/resource-naming:
  addition_method: manual
  content_hash: 1b92c9d2d9c7f10fcd896f3fdf34d7ccf0c969af77f302528c9f756395ae22f6
  description: ''
  health_score: 100.0
  last_checked: 1779032874.762046
  stars: 0
  status: online
  title: 'docs.microsoft.com: Define your naming convention'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-gb/azure/devops/pipelines:
  addition_method: manual
  content_hash: 825562406b08d4000810c0fbaded07413d1d8c1ba5caadde3308b1d6d2fa9385
  description: ''
  health_score: 100.0
  last_checked: 1779030404.793338
  stars: 0
  status: online
  title: '==docs.microsoft.com: Azure Pipelines documentation=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-gb/learn/modules/create-a-build-pipeline:
  addition_method: manual
  content_hash: 9f4199aec31f172e6b36417605cd1dd18752a091827a335d6ece86d179c47512
  description: ''
  health_score: 100.0
  last_checked: 1779033223.991025
  stars: 0
  status: online
  title: '==docs.microsoft.com: Create a build pipeline with Azure Pipelines=='
  v1_locations:
  - docs/demos.md
  year: N/A
https://docs.microsoft.com/en-gb/learn/paths/build-applications-with-azure-devops:
  addition_method: manual
  content_hash: 9b2f98f4263f8ec3961cfeb33d3e80937d020e0e42ebc9b5718f9d5efee2937e
  description: ''
  health_score: 100.0
  last_checked: 1779029190.311152
  stars: 0
  status: online
  title: '==docs.microsoft.com: Build applications with Azure DevOps (Learning Path)=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/appcenter/build/choose-between-services:
  addition_method: manual
  content_hash: 02b112a75e6346663e37e3e9bc3248b7b0b1fd95f6361ce4b42323827bd80de9
  description: ''
  health_score: 100.0
  last_checked: 1779033765.590095
  stars: 0
  status: online
  title: Visual Studio App Center VS Azure Pipelines
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/active-directory/develop/howto-create-service-principal-portal:
  addition_method: manual
  content_hash: 2ea39670189e25de0a7dbfe4d54881f4fbd6d9a42a8581dde543b33f7c8c8464
  description: ''
  health_score: 100.0
  last_checked: 1779034049.491491
  stars: 0
  status: online
  title: 'docs.microsoft.com: Use the portal to create an Azure AD application and''
    service principal that can access resource'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/active-directory/external-identities/cross-tenant-access-overview:
  addition_method: manual
  content_hash: afa8a40d93ff03341bd7aa81c46049bd9e9b54cbd6287eedf76cefbef2d0dec8
  description: ''
  health_score: 100.0
  last_checked: 1779030367.635229
  stars: 0
  status: online
  title: 'docs.microsoft.com: Overview: Cross-tenant access with Azure AD External''
    Identities (Preview)'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/active-directory/fundamentals/multi-tenant-user-management-scenarios:
  addition_method: manual
  content_hash: e81a8c39108ac4df0b2754c2ce0769fe06871a4983e14ac71be51c3716662010
  description: ''
  health_score: 100.0
  last_checked: 1779031467.128678
  stars: 0
  status: online
  title: 'docs.microsoft.com: Multi-tenant user management scenarios'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/aks/cluster-autoscaler:
  addition_method: manual
  content_hash: 7df20c4b2d5adae57688835590dca361de2c3ee131483b5167a769112a604847
  description: ''
  health_score: 100.0
  last_checked: 1779033784.842623
  stars: 0
  status: online
  title: 'Azure: AKS Cluster Autoscaler'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://docs.microsoft.com/en-us/azure/aks/configure-azure-cni:
  addition_method: manual
  content_hash: 95cc8d4e4131f26f9b5c6c1a3a47535db0eb6204d276eb61172f53bf78f121ca
  description: ''
  health_score: 100.0
  last_checked: 1779032100.470958
  stars: 0
  status: online
  title: 'docs.microsoft.com: Configure Azure CNI networking in Azure Kubernetes Service''
    (AKS)'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://docs.microsoft.com/en-us/azure/aks/configure-kubenet:
  addition_method: manual
  content_hash: 89645bba75104d6fcfc3c2359235806ece2ae2141430504eda2249106e2424fe
  description: ''
  health_score: 100.0
  last_checked: 1779030856.707281
  stars: 0
  status: online
  title: "docs.microsoft.com: Use kubenet networking with your own IP address ranges'
    in Azure Kubernetes Service (AKS) \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://docs.microsoft.com/en-us/azure/aks/configure-kubenet-dual-stack:
  addition_method: manual
  content_hash: 6a8c1632e5e6e026755b804227582e6c0a94e1d03b3b5b8ef40305cc6e71d96e
  description: ''
  health_score: 100.0
  last_checked: 1779031123.058551
  stars: 0
  status: online
  title: 'docs.microsoft.com: Use dual-stack (IPv4 and IPv6) kubenet networking in''
    Azure Kubernetes Service (AKS) (Preview)'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://docs.microsoft.com/en-us/azure/aks/ingress-tls:
  addition_method: manual
  content_hash: 6d161070deb74a334a9f1739306fc9f6628213ac9e25cc287b24fd1b85723722
  description: ''
  health_score: 100.0
  last_checked: 1779030021.005994
  stars: 0
  status: online
  title: 'docs.microsoft.com: Create an HTTPS ingress controller on Azure Kubernetes''
    Service (AKS)'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://docs.microsoft.com/en-us/azure/aks/managed-aad:
  addition_method: manual
  content_hash: 41986d1814536ca77740920b1a8ba3939acc2c5d7b1635e9566144c6bfd4dc14
  description: ''
  health_score: 100.0
  last_checked: 1779033666.645664
  stars: 0
  status: online
  title: 'docs.microsoft.com: AKS-managed Azure Active Directory integration'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://docs.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-isolation:
  addition_method: manual
  content_hash: 241b5efdab2bfdc719cd808716d18028f4c6bc9382a7263fd260b38ca54d1510
  description: ''
  health_score: 100.0
  last_checked: 1779029291.739172
  stars: 0
  status: online
  title: 'docs.microsoft.com: Best practices for cluster isolation in Azure Kubernetes''
    Service (AKS)'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://docs.microsoft.com/en-us/azure/aks/start-stop-nodepools:
  addition_method: manual
  content_hash: 8cafaff85bc6fed2f1fe7c282c73a99e19eeb9fee7df47d9104f686ae8b25a33
  description: ''
  health_score: 100.0
  last_checked: 1779033704.435079
  stars: 0
  status: online
  title: "docs.microsoft.com: Start and stop an Azure Kubernetes Service (AKS) node'
    pool \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://docs.microsoft.com/en-us/azure/architecture/guide/technology-choices/load-balancing-overview:
  addition_method: manual
  content_hash: 7967108cbc159e318577bc3ebfe4f546165adfe43ebbb4c825059cfee373e17c
  description: ''
  health_score: 100.0
  last_checked: 1779029142.396757
  stars: 0
  status: online
  title: 'docs.microsoft.com: Understand Azure Load Balancing. Decision tree for load''
    balancing in Azure'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/architecture/icons:
  addition_method: manual
  content_hash: 776cd84c6bf54c44e5d77a59780bfe84fc705ff4d4affab70e1af585a5b2a04b
  description: ''
  health_score: 100.0
  last_checked: 1779033206.397908
  stars: 0
  status: online
  title: Azure Architecture Icons
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://docs.microsoft.com/en-us/azure/architecture/patterns:
  addition_method: manual
  content_hash: 163c7d5feae64c4d46e727811bd3bc5c078fbb6810b2585002d7621078ad9a77
  description: ''
  health_score: 100.0
  last_checked: 1779033692.713529
  stars: 0
  status: online
  title: "==docs.microsoft.com: Cloud Design Patterns== \U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices:
  addition_method: manual
  content_hash: 9500d52ee2d327ef0616fb306b33a16cf616354fb96133339ca5ff9ea2f14584
  description: ''
  health_score: 100.0
  last_checked: 1779033040.780718
  stars: 0
  status: online
  title: "docs.microsoft.com: Microservices architecture on Azure Kubernetes Service'
    (AKS) \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks/baseline-aks:
  addition_method: manual
  content_hash: d803081f8ed1b3b3fc2efedd9bcc665c1d9896761b1dfb8b20fddad6c53ced57
  description: ''
  health_score: 100.0
  last_checked: 1779033342.866887
  stars: 0
  status: online
  title: "docs.microsoft.com: Baseline architecture for an Azure Kubernetes Service'
    (AKS) cluster \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/jboss-deployment-red-hat:
  addition_method: manual
  content_hash: 35c233022fc92ecbe3e32592b33552fab644883417853140438d026e2210e545
  description: ''
  health_score: 100.0
  last_checked: 1779030935.024864
  stars: 0
  status: online
  title: "docs.microsoft.com: JBoss deployment with Red Hat on Azure \U0001F31F"
  v1_locations:
  - docs/openshift.md
  year: N/A
https://docs.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-configurations:
  addition_method: manual
  content_hash: fcb1da040fbd97b465d5913242e5d0ae90896b973b12df4fb5d5cbec7afa11b7
  description: ''
  health_score: 100.0
  last_checked: 1779030558.753582
  stars: 0
  status: online
  title: 'docs.microsoft.com: Configurations and GitOps with Azure Arc enabled Kubernetes'
  v1_locations:
  - docs/flux.md
  year: N/A
https://docs.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-flux2-ci-cd:
  addition_method: manual
  content_hash: 9564e3f6409b0f896226dc0dc00b7f50d40a4909810e5e6b1cac955d6d85f46f
  description: ''
  health_score: 100.0
  last_checked: 1779032586.90833
  stars: 0
  status: online
  title: 'docs.microsoft.com: CI/CD workflow using GitOps (Flux v2) - Azure Arc enabled''
    Kubernetes'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/azure-arc/overview:
  addition_method: manual
  content_hash: 7e9b08e2c72caf8074f179c13909faf6db39df21417a399b84f97f05a30dc4c3
  description: ''
  health_score: 100.0
  last_checked: 1779031190.320323
  stars: 0
  status: online
  title: Azure Arc overview
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/azure-resource-manager/templates/template-specs:
  addition_method: manual
  content_hash: 74474e9744caf3772b1a881d1cebb53785f0066adfc2f9447d40c9ee75ce1af5
  description: ''
  health_score: 100.0
  last_checked: 1779034484.532011
  stars: 0
  status: online
  title: 'docs.microsoft.com: Azure Resource Manager template specs'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/chaos-studio/chaos-studio-overview:
  addition_method: manual
  content_hash: cb672d533e52e75bbb1331e0c6fe7335dad6bc0fca90adc469ea52bc51c6e9db
  description: ''
  health_score: 100.0
  last_checked: 1779032166.857935
  stars: 0
  title: 'docs.microsoft.com: What is Azure Chaos Studio?'
  v1_locations:
  - docs/chaos-engineering.md
  year: N/A
https://docs.microsoft.com/en-us/azure/devops/demo-gen/use-demo-generator-v2?view=azure-devops:
  addition_method: manual
  content_hash: 0a252cb68fce6b13cad18504bafd7d2009e1e51c12d984cffd5668aa7ca97c4d
  description: ''
  health_score: 100.0
  last_checked: 1779034564.382205
  stars: 0
  title: Get started creating and populating demo Azure DevOps Services projects
  v1_locations:
  - docs/demos.md
  year: N/A
https://docs.microsoft.com/en-us/azure/devops/learn/devops-at-microsoft/use-git-microsoft:
  addition_method: manual
  content_hash: 1fa24fc7d627a5c91aa2baf3ede41b8385c5d36aa19caa1bdb0500647faa2328
  description: ''
  health_score: 100.0
  last_checked: 1779034580.178683
  stars: 0
  status: online
  title: How We Use Git at Microsoft
  v1_locations:
  - docs/git.md
  year: N/A
https://docs.microsoft.com/en-us/azure/devops/pipelines/yaml-schema/pipeline:
  addition_method: manual
  content_hash: 5f9da82a1dca48239c0ec03c8b5d8e1313820d2907b1ae6e113435ffa8325c3e
  description: ''
  health_score: 100.0
  last_checked: 1779033052.370045
  stars: 0
  status: online
  title: '==DevOps Azure Pipelines: YAML Schema=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/key-vault/general/overview:
  addition_method: manual
  content_hash: 3ff69c9a44f479ab5013223290db90ef23e67c9a159824ff5eae07c7dd4a45d5
  description: ''
  health_score: 100.0
  last_checked: 1779032105.901458
  stars: 0
  status: online
  title: 'docs.microsoft.com: Azure Key Vault'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://docs.microsoft.com/en-us/azure/machine-learning/concept-mlflow:
  addition_method: manual
  content_hash: 4887ad9b2bcd22be875b52cd299c25b0ced8e45db395b0f05c6beac0b4209b5d
  description: ''
  health_score: 100.0
  last_checked: 1779032036.05964
  stars: 0
  status: online
  title: 'docs.microsoft.com: MLflow and Azure Machine Learning'
  v1_locations:
  - docs/mlops.md
  year: N/A
https://docs.microsoft.com/en-us/azure/security-center/defender-for-container-registries-introduction:
  addition_method: manual
  content_hash: 687d6c86135f46685493748e33e05b0768819133d1560d0dff48fd311b505a2f
  description: ''
  health_score: 100.0
  last_checked: 1779030418.477004
  stars: 0
  status: online
  title: 'docs.microsoft.com: Introduction to Azure Defender for container registries'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://docs.microsoft.com/en-us/azure/site-recovery/azure-to-azure-how-to-enable-policy:
  addition_method: manual
  content_hash: 9284e76f16a1700b0057dcebd169e4edde79884ea255c58233e1c2ba8c6b4405
  description: ''
  health_score: 100.0
  last_checked: 1779031600.809437
  stars: 0
  status: online
  title: 'docs.microsoft.com: Using Policy with Azure Site Recovery'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/virtual-machines/linux/expand-disks:
  addition_method: manual
  content_hash: 2b35a32aa607cc26f908b807d1d1509510051b66c74f783aefeadd68a642ff41
  description: ''
  health_score: 100.0
  last_checked: 1779033572.717016
  stars: 0
  status: online
  title: 'docs.microsoft.com: Expand virtual hard disks on a Linux VM with the Azure''
    CLI'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/virtual-machines/linux/openshift-get-started:
  addition_method: manual
  content_hash: fe089d4c2e71a6a3b9436d984a34744b12e3f242b5a699b005c38a1acd1d8cdd
  description: ''
  health_score: 100.0
  last_checked: 1779031794.033353
  stars: 0
  status: online
  title: OpenShift in Azure
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://docs.microsoft.com/en-us/azure/virtual-machines/linux/run-command:
  addition_method: manual
  content_hash: 7486d3c5e63d3562bc8c5677604c44616c666b14ff2f9f3dc8d92088837682b2
  description: ''
  health_score: 100.0
  last_checked: 1779029487.244243
  stars: 0
  status: online
  title: 'docs.microsoft.com: Run scripts in your Linux VM by using action Run Commands'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/azure/virtual-machines/windows/run-command:
  addition_method: manual
  content_hash: c45531e5bd7e07c5f62714b51286a1be63fbc17983d9fc77a6dd3295013ba3f6
  description: ''
  health_score: 100.0
  last_checked: 1779031031.67081
  stars: 0
  status: online
  title: 'docs.microsoft.com: Run scripts in your Windows VM by using action Run Commands'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/cli/azure/microsoft-graph-migration?tabs=powershell:
  addition_method: manual
  content_hash: ab15bdb53d501640a5a1d34f56fd6c10cdcc49b060784d4e72f4724c5894c268
  description: ''
  health_score: 100.0
  last_checked: 1779031099.581171
  stars: 0
  title: 'docs.microsoft.com: Microsoft Graph migration'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/dotnet/architecture/microservices:
  addition_method: manual
  content_hash: d447e642f7c23f7514fd3c9e26dc2c4bc2ded4cb881720ec9a84286b203bf394
  description: ''
  health_score: 100.0
  last_checked: 1779034531.281965
  stars: 0
  status: online
  title: 'docs.microsoft.com: .NET Microservices: Architecture for Containerized .NET''
    Applications'
  v1_locations:
  - docs/dotnet.md
  year: N/A
https://docs.microsoft.com/en-us/java/openjdk/overview:
  addition_method: manual
  content_hash: edaac6074d28100b47380da1fc8710459c72da3c02ca7a63fcb22e03e3abbb9d
  description: ''
  health_score: 100.0
  last_checked: 1779031758.497122
  stars: 0
  status: online
  title: 'docs.microsoft.com: Microsoft OpenJDK'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://docs.microsoft.com/en-us/learn/modules/azure-spring-cloud-workshop:
  addition_method: manual
  content_hash: 712d6d1eeeecd54e9d0351768578c289a72d7d5998f898dfc596b0c2e2be347d
  description: ''
  health_score: 100.0
  last_checked: 1779032219.946448
  stars: 0
  status: online
  title: 'docs.microsoft.com: Deploy Spring microservices to Azure'
  v1_locations:
  - docs/demos.md
  year: N/A
https://docs.microsoft.com/en-us/learn/modules/github-actions-cd:
  addition_method: manual
  content_hash: d3913881e63569dc7e97e39ed908a0c127e709f6e67dabe9b13cd7bc3f30b45b
  description: ''
  health_score: 100.0
  last_checked: 1779031499.743431
  stars: 0
  status: online
  title: "docs.microsoft.com: Build and deploy applications to Azure by using GitHub'
    Actions \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://docs.microsoft.com/en-us/learn/paths/build-javascript-applications-typescript:
  addition_method: manual
  content_hash: 0dcac3ef4af40932868a0753b7f5bc1eae922571d9b2ceab4032ae1f5f92d77e
  description: ''
  health_score: 100.0
  last_checked: 1779031805.803704
  stars: 0
  status: online
  title: 'docs.microsoft.com: Build JavaScript applications using TypeScript'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://docs.microsoft.com/en-us/powershell/scripting/dsc:
  addition_method: manual
  content_hash: f0ee102fce44963f206e0fe21c82c68fd0f513f44c1965e3f29aefe37b057972
  description: ''
  health_score: 100.0
  last_checked: 1779029805.578175
  stars: 0
  status: online
  title: "docs.microsoft.com: Desired State Configuration overview for decision makers'
    \U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/powershell/scripting/dsc/configurations/configData:
  addition_method: manual
  content_hash: 9852ca43ab9ba860f6ab2fb62dd085b829e58eaff43eed92dd9faf46be3c941c
  description: ''
  health_score: 100.0
  last_checked: 1779029483.081306
  stars: 0
  title: 'docs.microsoft.com: Using configuration data in DSC'
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/en-us/shows/vs-code-livestreams/machine-learning-experimentation-in-vs-code-with-dvc-extension:
  addition_method: manual
  content_hash: 3667c2a9d4fe86829415f532493ccf2bb857362d0f0a479e0b8bea6a8bf59963
  description: ''
  health_score: 100.0
  last_checked: 1779031827.302096
  stars: 0
  status: online
  title: 'docs.microsoft.com: Machine Learning Experimentation in VS Code with DVC''
    Extension'
  v1_locations:
  - docs/mlops.md
  year: N/A
https://docs.microsoft.com/en-us/visualstudio/bridge:
  addition_method: manual
  content_hash: d76defd32d68ab8c0b33807f6ac7281ba2d80cacfbbe12c4acc42f351ded40ff
  description: ''
  health_score: 100.0
  last_checked: 1779030975.783282
  stars: 0
  status: online
  title: "Bridge to Kubernetes \U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://docs.microsoft.com/en-us/visualstudio/docker/tutorials/docker-tutorial:
  addition_method: manual
  content_hash: e49d20b615e4d2657542e8e9d7468888ebeb9bbeee920570d6c79de8f60e97f7
  description: ''
  health_score: 100.0
  last_checked: 1779034269.648897
  stars: 0
  status: online
  title: A multi-step tutorial that covers the basics of working with Docker with
    Visual Studio Code and deploy on Azure
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://docs.microsoft.com/powershell:
  addition_method: manual
  content_hash: 74b7c8227601d3eb083665d19c16d0f1cda5cbbcc3df4f221a3dcb5276fc67b4
  description: ''
  health_score: 100.0
  last_checked: 1779031625.367015
  stars: 0
  status: online
  title: PowerShell
  v1_locations:
  - docs/azure.md
  year: N/A
https://docs.microsoft.com/windows/wsl:
  addition_method: manual
  content_hash: d7d8bf7fab298fac601f323461e4e9f5a18a2274733d41cfc23798b0fc0f4bb5
  description: ''
  health_score: 100.0
  last_checked: 1779031865.911635
  stars: 0
  status: online
  title: 'docs.microsoft.com: WSL - Windows Subsystem for Linux'
  v1_locations:
  - docs/linux-dev-env.md
  year: N/A
https://docs.mongodb.org/manual/administration/security:
  addition_method: manual
  content_hash: 3a73a57fd039f37a7fdc0fe6c4726d76fdf323e2f6605ea250f88c4c4ca66be3
  description: ''
  health_score: 100.0
  last_checked: 1779034564.958331
  stars: 0
  status: online
  title: MongoDB security tutorial
  v1_locations:
  - docs/nosql.md
  year: N/A
https://docs.monokle.io:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: An open-source IDE developed by Kubeshop for managing, refactoring,
    and verifying Kubernetes manifests. Facilitates dynamic schema-based validation,
    pre-deployment policy checks, and structural reviews of raw YAML, Helm, and Kustomize
    files.
  language: TypeScript
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps
  - Configuration Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: kubeshop.github.io/monokle
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://docs.netapp.com/us-en/astra-data-store/concepts/intro.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031988.228194
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.netapp.com: Intro to Astra Data Store preview'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.netapp.com:
    Intro to Astra Data Store preview in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.netapp.com/us-en/trident/trident-docker/volumes-docker.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Addresses enterprise-level persistent volumes via Astra Trident CSI
    mechanisms. Analyzes automated volume creation pipelines, storage backend drivers,
    and high-availability setups for business-critical setups.
  language: Go
  resource_type: documentation
  complexity: Advanced
  hierarchy:
  - Containers
  - Docker Storage
  - Enterprise Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "docs.netapp.com: Work with docker volumes - Astra Trident \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://docs.okd.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official documentation hub for OKD. It provides detailed guides
    on platform design, installer-provisioned infrastructure (IPI) patterns, user-provisioned
    infrastructure (UPI), security constraints, operator lifecycle management, and
    administrative configuration for community cluster installations.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Platforms
  - Distribution
  - Community Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "docs.okd.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://docs.openebs.io/docs/next/features.html:
  addition_method: manual
  content_hash: cbd007485da0008830b2471afaf9ff607cfc80a33a4f7f017e7aa1cbcbee8987
  description: ''
  health_score: 100.0
  last_checked: 1779031020.742395
  review_metadata:
    original_url: https://docs.openebs.io/docs/next/features.html
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.007760'
  stars: 0
  status: online
  title: OpenEBS Features and Benefits
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://docs.openshift.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034030.778008
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "docs.openshift.com \U0001F31F"
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering docs.openshift.com
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/3.11/admin_guide/cluster-autoscaler.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029074.947664
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'OpenShift 3.11: Configuring the cluster auto-scaler in AWS'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  - docs/openshift.md
  v2_locations:
  - kubernetes-autoscaling.md
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering OpenShift
    3.11: Configuring the cluster auto-scaler in AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/3.11/admin_guide/manage_scc.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029801.13488
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.openshift.com: Managing Security Context Constraints'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com:
    Managing Security Context Constraints in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/3.11/architecture/additional_concepts/authorization.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032217.346067
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.openshift.com: Managing Security Context Constraints. Security Context''
    Constraints'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com:
    Managing Security Context Constraints. Security Context'' Constraints in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/3.11/architecture/core_concepts/builds_and_image_streams.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033337.292353
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Source-to-Image (S2I) Build
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Source-to-Image
    (S2I) Build in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/3.11/architecture/index.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031576.904037
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.openshift.com: OpenShift 3 Overview'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com:
    OpenShift 3 Overview in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/3.11/architecture/networking/assembly_available_router_plugins.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030688.948282
  stars: 0
  title: HAProxy template router
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://docs.openshift.com/container-platform/3.11/creating_images/s2i.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030136.185044
  stars: 0
  title: Source-to-Image (S2I)
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://docs.openshift.com/container-platform/3.11/dev_guide/dev_tutorials/openshift_pipeline.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032551.177567
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.openshift.com: OpenShift 3.11 Pipeline Builds with OpenShift Jenkins''
    Image and OpenShift DSL'
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com:
    OpenShift 3.11 Pipeline Builds with OpenShift Jenkins'' Image and OpenShift DSL
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/3.11/install_config/prometheus_cluster_monitoring.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032001.359128
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Prometheus Cluster Monitoring \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Prometheus
    Cluster Monitoring \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/3.11/install_config/router/index.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032074.801886
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Router plug-ins in OCP3:'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Router
    plug-ins in OCP3: in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/3.11/release_notes/ocp_3_11_release_notes.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029837.603872
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: OCP 3.11 Metrics and Logging
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering OCP 3.11
    Metrics and Logging in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/3.11/security/securing_container_platform.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032962.031801
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.openshift.com: OpenShift 3 Securing the Container Platform'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com:
    OpenShift 3 Securing the Container Platform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/3.6/admin_guide/manage_scc.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032088.853874
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: ref1
  v1_locations:
  - docs/crunchydata.md
  v2_locations:
  - crunchydata.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ref1 in
    the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.1/authentication/managing-security-context-constraints.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033436.178244
  stars: 0
  title: ref3
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://docs.openshift.com/container-platform/4.1/authentication/understanding-and-creating-service-accounts.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029844.096977
  stars: 0
  title: ref2
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://docs.openshift.com/container-platform/4.1/authentication/using-service-accounts-in-applications.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031570.062471
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: ref1
  v1_locations:
  - docs/crunchydata.md
  v2_locations:
  - crunchydata.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ref1 in
    the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.2/applications/quotas/quotas-setting-across-multiple-projects.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031904.077162
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Quotas setting across multiple projects
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Quotas
    setting across multiple projects in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.2/applications/quotas/quotas-setting-per-project.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031788.457818
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Quotas setting per project
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Quotas
    setting per project in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.2/openshift_images/using_images/images-other-jenkins-agent.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029613.845168
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: OCP 4.2 - Jenkins image
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering OCP 4.2
    - Jenkins image in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.3/release_notes/ocp-4-3-release-notes.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032662.250172
  v1_locations:
  - docs/monitoring.md
https://docs.openshift.com/container-platform/4.4/architecture/architecture-rhcos.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030102.919484
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: RHEL CoreOS
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering RHEL CoreOS
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.4/authentication/managing-security-context-constraints.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032820.471805
  stars: 0
  title: Security
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://docs.openshift.com/container-platform/4.4/authentication/understanding-authentication.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034094.658952
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ocs.openshift.com: OpenShift 4 Understanding Authentication'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ocs.openshift.com:
    OpenShift 4 Understanding Authentication in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.4/builds/custom-builds-buildah.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032297.181612
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Custom image builds with Buildah
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Custom
    image builds with Buildah in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.4/cli_reference/openshift_cli/configuring-cli.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030931.038979
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.openshift.com: Enabling tab completion'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com:
    Enabling tab completion in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploying.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031468.7548
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploying.html
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploying.html
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.4/machine_management/applying-autoscaling.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030287.480713
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'OpenShift 4.4: Applying autoscaling to an OpenShift Container Platform cluster'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  - docs/openshift.md
  v2_locations:
  - kubernetes-autoscaling.md
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering OpenShift
    4.4: Applying autoscaling to an OpenShift Container Platform cluster in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.4/networking/configuring-networkpolicy.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032199.442277
  stars: 0
  title: 'docs.openshift.com: Configuring network policy with OpenShift SDN'
  v1_locations:
  - docs/openshift.md
  year: N/A
https://docs.openshift.com/container-platform/4.4/networking/multiple_networks/understanding-multiple-networks.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033003.030054
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Understanding multiple networks
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Understanding
    multiple networks in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.4/networking/understanding-networking.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031381.850435
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.openshift.com: Understanding networking'
  v1_locations:
  - docs/ocp4.md
  - docs/openshift.md
  v2_locations:
  - ocp4.md
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com:
    Understanding networking in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.4/operators/crds/crd-managing-resources-from-crds.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032927.041975
  v1_locations:
  - docs/ocp4.md
https://docs.openshift.com/container-platform/4.4/operators/olm-adding-operators-to-cluster.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033917.450479
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Adding Operators to a Cluster
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Adding
    Operators to a Cluster in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.4/operators/understanding_olm/olm-understanding-olm.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032090.491594
  v1_locations:
  - docs/ocp4.md
https://docs.openshift.com/container-platform/4.4/release_notes/ocp-4-4-release-notes.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030981.984282
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Release Notes
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Release
    Notes in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.4/service_mesh/service_mesh_arch/ossm-vs-community.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030803.910141
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Istio CNI plug-in \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Istio
    CNI plug-in \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.4/service_mesh/service_mesh_install/installing-ossm.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031796.664603
  stars: 0
  title: “One-click” deployment
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://docs.openshift.com/container-platform/4.4/service_mesh/service_mesh_install/preparing-ossm-installation.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031030.863793
  stars: 0
  title: Preparing to install Red Hat OpenShift Service Mesh
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://docs.openshift.com/container-platform/4.4/welcome/oke_about.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033808.403783
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Similarities and differences between OpenShift Kubernetes Engine and OpenShift
    Container Platform
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Similarities
    and differences between OpenShift Kubernetes Engine and OpenShift Container Platform
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.8/cicd/gitops/understanding-openshift-gitops.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030564.414567
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.openshift.com: OpenShift GitOps'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com:
    OpenShift GitOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openshift.com/container-platform/4.8/registry/architecture-component-imageregistry.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029938.215395
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.openshift.com: Integrated OpenShift Container Platform registry'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.openshift.com:
    Integrated OpenShift Container Platform registry in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openstack.org/infra/jenkins-job-builder/index.html:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779030437.02406
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.openstack.org: Jenkins Job Builder'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.openstack.org:
    Jenkins Job Builder in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.openstack.org/tempest:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030882.858044
  stars: 0
  title: Tempest Testing Project
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://docs.openstack.org/tempest/latest:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Analyzes Tempest, the comprehensive open-source integration test suite
    designed specifically to validate OpenStack cloud deployments. Evaluates how Tempest
    performs API validation and functional scenario testing across core OpenStack
    components (like Nova, Neutron, and Keystone) to ensure infrastructure conformance
    and stability.
  language: Python
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Operations
  - Infrastructure Validation
  - OpenStack Testing
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Tempest Testing Project
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://docs.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengoverview.htm:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The official product documentation for Oracle Container Engine for Kubernetes
    (OKE). It highlights the architectural integration of managed master nodes, native
    storage arrays, virtual cloud networks, and IAM profiles, delivering an enterprise-ready
    environment for demanding production workloads.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Managed Kubernetes
  - Oracle Cloud
  - OKE
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Oracle Container Engine for Kubernetes (OKE)
  addition_method: manual
  v2_locations:
  - oraclecloud.md
https://docs.oracle.com/en-us/iaas/Content/GSG/Concepts/baremetalintro.htm:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Technical reference for Oracle Cloud Infrastructure (OCI) Bare Metal
    instances, highlighting how virtualized networking and direct hardware access
    can be utilized to host high-performance enterprise systems. Focuses on low-latency
    compute topologies ideal for massive Kubernetes databases and high-volume workloads.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Integrations
  - Oracle Cloud
  - Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Oracle Cloud Infrastructure (OCI)
  addition_method: manual
  v2_locations:
  - oraclecloud.md
https://docs.oracle.com/en-us/iaas/Content/ResourceManager/Concepts/resourcemanager.htm:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An overview of Oracle Cloud Infrastructure Resource Manager, a managed
    service utilizing Terraform to orchestrate cloud-native resource provisioning.
    It enables platform developers to establish secure, repeatable GitOps workflows
    and state management natively across Oracle Cloud zones.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Integrations
  - Oracle Cloud
  - Resource Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.oracle.com: Overview of Resource Manager'
  addition_method: manual
  v2_locations:
  - oraclecloud.md
https://docs.percona.com/percona-operator-for-mysql/pxc/index.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official reference guide to deploying and managing high-availability
    Percona XtraDB Clusters on Kubernetes. Provides programmatic automation for zero-downtime
    upgrades, secure backup routines, node discovery, and automatic recovery protocols.
  language: Go
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - MySQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Percona.com: Percona Kubernetes Operator for Percona XtraDB Cluster'
  addition_method: manual
  v2_locations:
  - databases.md
https://docs.pixielabs.ai:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030407.002845
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.pixielabs.ai: Pixie'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docs.pixielabs.ai:
    Pixie in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.planetscale.com/concepts/planetscale-workflow:
  addition_method: manual
  content_hash: 925a19dd4aecae669ba5c7d6e84b21436fba9032d80a59179ce6680cef985370
  description: ''
  health_score: 100.0
  last_checked: 1779034356.285434
  stars: 0
  status: online
  title: "docs.planetscale.com: The PlanetScale workflow \U0001F31F"
  v1_locations:
  - docs/liquibase.md
  year: N/A
https://docs.portworx.com/portworx-backup-on-prem:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Official operational documentation for Portworx Backup (PX-Backup).
    Walks through multi-tenant metadata backups, scheduling pipelines, and application-consistent
    target snapshots.
  language: Markdown
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Enterprise Backup
  - Proprietary Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'PX-Backup: docs'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://docs.projectcalico.org/getting-started/openshift/installation:
  addition_method: manual
  content_hash: e1ea973a372db8fd022a26f235d2a4ec52bf417c543607dfdc2a86c10b89263e
  description: ''
  health_score: 100.0
  last_checked: 1779029369.713385
  stars: 0
  status: online
  title: 'docs.projectcalico.org: Install an OpenShift 4 cluster with Calico'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://docs.python.org/3/library/hashlib.html:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Provides built-in, low-level access to the scrypt key derivation function
    inside Python's native standard library (hashlib). This ensures robust password
    protection out-of-the-box without requiring compilation of external binary packages.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Security
  - Cryptography
  - Hashing Algorithms
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'docs.python.org: scrypt (standard library)'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://docs.ray.io/en/latest:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Ray is the premier distributed execution framework for scaling compute-heavy
    AI and Python workloads. It provides low-overhead, dynamic actor execution models,
    powering distributed training (Ray Train), hyperparameter tuning (Ray Tune), and
    model serving (Ray Serve) at enterprise scale.
  language: C++
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Distributed Systems
  - Compute Engines
  - Ray
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Ray
  addition_method: manual
  v2_locations:
  - mlops.md
https://docs.redhat.com/en:
  addition_method: manual
  last_checked: 1781736122.861596
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/architecture/additional-concepts:
  addition_method: manual
  last_checked: 1781736123.665475
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/architecture/architecture-index:
  addition_method: manual
  last_checked: 1781736124.900252
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/architecture/core-concepts:
  addition_method: manual
  last_checked: 1781736112.818229
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp3.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/cluster_administration/admin-guide-manage-scc:
  addition_method: manual
  last_checked: 1781736123.21357
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/cluster_administration/configuring-cluster-auto-scaler-aws
: addition_method: manual
  last_checked: 1781736122.59349
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift.md
  - kubernetes-autoscaling.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/configuring_clusters/prometheus-cluster-monitoring
: addition_method: manual
  last_checked: 1781736111.173849
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - monitoring.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/configuring_clusters/setting-up-a-router:
  addition_method: manual
  last_checked: 1781736113.00673
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/container_security_guide/security-platform:
  addition_method: manual
  last_checked: 1781736126.347232
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/developer_guide/tutorials:
  addition_method: manual
  last_checked: 1781736124.217234
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift-pipelines.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://docs.redhat.com/en/documentation/openshift_container_platform/3.11/html/release_notes/release-notes-ocp-3-11-release-notes
: addition_method: manual
  last_checked: 1781736101.662046
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - monitoring.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/3.6/html/cluster_administration/admin-guide-manage-scc:
  addition_method: manual
  last_checked: 1781735901.509829
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - crunchydata.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.1/html/authentication/using-service-accounts:
  addition_method: manual
  last_checked: 1781735902.789873
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - crunchydata.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://docs.redhat.com/en/documentation/openshift_container_platform/4.1/pdf/updating_clusters/OpenShift_Container_Platform-4.1-Updating_clusters-en-US.pdf
: addition_method: manual
  content_hash: 8f5f43383acd8902dd7df2b7e112a34203d5fbc4bcea3bc1bb6e57b737eeaea0
  health_score: 100.0
  last_checked: 1779130495.005721
  v1_locations:
  - docs/ocp4.md
https://docs.redhat.com/en/documentation/openshift_container_platform/4.2/html/applications/quotas:
  addition_method: manual
  last_checked: 1781736113.754507
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp3.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://docs.redhat.com/en/documentation/openshift_container_platform/4.2/html/container-native_virtualization/container-native-virtualization-2-1-release-notes
: addition_method: manual
  last_checked: 1781736112.463492
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp3.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.2/html/images/using-images:
  addition_method: manual
  last_checked: 1781736123.200596
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift-pipelines.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.2/html/installing_on_ibm_z/index:
  addition_method: manual
  last_checked: 1781735961.015892
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ibm_cloud.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.2/pdf/installing_on_ibm_z/index:
  addition_method: manual
  last_checked: 1781735961.057123
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ibm_cloud.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.21:
  addition_method: manual
  last_checked: 1779388562.543841
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.21/html/ai_workloads/red-hat-build-of-kueue:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Focuses on Red Hat's enterprise integration of Kueue, a Kubernetes-native
    job queueing system designed to manage resource quotas, tenant isolation, and
    fair-share scheduling for high-performance AI/ML and batch workloads. Live Grounding
    confirms Kueue is crucial in 2026 for orchestrating GPU and CPU cluster resource
    allocation dynamically across large-scale enterprise clusters.
  language: Markdown
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Data & AI
  - Batch Scheduling
  - Kueue
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Red Hat Build of Kueue
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
  - kubernetes-bigdata.md
https://docs.redhat.com/en/documentation/openshift_container_platform/4.4:
  addition_method: manual
  last_checked: 1781736113.311704
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html-single/service_mesh/index:
  addition_method: manual
  last_checked: 1781736113.618366
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/architecture/architecture-rhcos:
  addition_method: manual
  last_checked: 1781736112.884905
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/authentication_and_authorization/understanding-authentication
: addition_method: manual
  last_checked: 1781736126.498126
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/builds/custom-builds-buildah:
  addition_method: manual
  last_checked: 1781432159.619432
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/cli_tools/openshift-cli-oc:
  addition_method: manual
  last_checked: 1781736123.576498
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/logging/cluster-logging-deploying:
  addition_method: manual
  last_checked: 1781736118.072885
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/machine_management/applying-autoscaling:
  addition_method: manual
  last_checked: 1781736122.60558
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - openshift.md
  - kubernetes-autoscaling.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/networking/multiple-networks:
  addition_method: manual
  last_checked: 1781736113.337443
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/networking/understanding-networking:
  addition_method: manual
  last_checked: 1781736122.522926
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/operators/olm-adding-operators-to-a-cluster:
  addition_method: manual
  last_checked: 1781736112.997684
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/release_notes/ocp-4-4-release-notes:
  addition_method: manual
  last_checked: 1781736114.85233
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.4/html/service_mesh/service-mesh-1-x:
  addition_method: manual
  last_checked: 1781736116.793826
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.8/html/cicd/gitops:
  addition_method: manual
  last_checked: 1781735911.361609
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - demos.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/openshift_container_platform/4.8/html/registry/index:
  addition_method: manual
  last_checked: 1781736155.042363
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - registries.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.redhat.com/en/documentation/red_hat_jboss_web_server/5.4/html-single/red_hat_jboss_web_server_for_openshift/index:
  addition_method: manual
  last_checked: 1781735911.006705
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - demos.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.robusta.dev:
  addition_method: manual
  content_hash: 9180cac0ecd167a9b419965fa73e5864153872f63ac8d71d42add06ee17b0a77
  description: ''
  health_score: 100.0
  last_checked: 1779034528.307774
  stars: 0
  status: online
  title: Robusta
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://docs.robusta.dev/master/index.html:
  addition_method: manual
  health_score: 100.0
  last_checked: 1781736046.512649
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering docs.robusta.dev
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://docs.sonarqube.org/latest/analysis/overview:
  addition_method: manual
  content_hash: 0319df9f31640c7a17d45b4ec27e25304d9c8f36ef24fb84f3fc110778f46f79
  description: ''
  health_score: 100.0
  last_checked: 1779030990.03182
  stars: 0
  status: online
  title: SonarQube Scanner Overview
  v1_locations:
  - docs/sonarqube.md
  year: N/A
https://docs.sonarqube.org/latest/analysis/scan/sonarscanner:
  addition_method: manual
  content_hash: 2f76a859c4e8787e4bf5db7b35c2e20f4dd79b3e4d94bd1a87af6c1746a8c348
  description: ''
  health_score: 100.0
  last_checked: 1779030966.952901
  stars: 0
  title: anything else (CLI) - SonarScanner
  v1_locations:
  - docs/sonarqube.md
  year: N/A
https://docs.sonarqube.org/latest/analysis/scan/sonarscanner-for-ant:
  addition_method: manual
  content_hash: 27d0fda983d5e6593d84eaeeb3aee8edcc2cb43e1cd7354d267817dfad1330df
  description: ''
  health_score: 100.0
  last_checked: 1779030423.153742
  stars: 0
  title: Ant - SonarScanner for Ant
  v1_locations:
  - docs/sonarqube.md
  year: N/A
https://docs.sonarqube.org/latest/analysis/scan/sonarscanner-for-azure-devops:
  addition_method: manual
  content_hash: f44737a63d5eebc7f1afbc7fbef69a940df45681cde8ba98dc523e862b7db64c
  description: ''
  health_score: 100.0
  last_checked: 1779030504.069707
  stars: 0
  title: Azure DevOps - SonarQube Extension for Azure DevOps
  v1_locations:
  - docs/sonarqube.md
  year: N/A
https://docs.sonarqube.org/latest/analysis/scan/sonarscanner-for-gradle:
  addition_method: manual
  content_hash: eaf2dd764262332907cbbbf9ca0f950c554cbb1cdadaef82832373bc1c72b724
  description: ''
  health_score: 100.0
  last_checked: 1779033422.740722
  stars: 0
  title: Gradle - SonarScanner for Gradle
  v1_locations:
  - docs/sonarqube.md
  year: N/A
https://docs.sonarqube.org/latest/analysis/scan/sonarscanner-for-jenkins:
  addition_method: manual
  content_hash: 8116c61990f93d98e7bb69605c64fde5a04fb8855e93df9b0d1a3f3eaa15e457
  description: ''
  health_score: 100.0
  last_checked: 1779030221.224104
  stars: 0
  title: "SonarScanner for Jenkins \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  - docs/sonarqube.md
  year: N/A
https://docs.sonarqube.org/latest/analysis/scan/sonarscanner-for-maven:
  addition_method: manual
  content_hash: b52b73ee0b1c72719b5719e2ba4700e0a25445ae45a72cb8428154bab29f664d
  description: ''
  health_score: 100.0
  last_checked: 1779032467.301084
  stars: 0
  title: Maven - use the SonarScanner for Maven
  v1_locations:
  - docs/sonarqube.md
  year: N/A
https://docs.sonarqube.org/latest/analysis/scan/sonarscanner-for-msbuild:
  addition_method: manual
  content_hash: 803bdf3af644066711ba52c9f48b754aeac04b7739c54da2d8da3b432931b51a
  description: ''
  health_score: 100.0
  last_checked: 1779030526.683303
  stars: 0
  title: MSBuild - SonarScanner for MSBuild
  v1_locations:
  - docs/sonarqube.md
  year: N/A
https://docs.sonarsource.com/sonarqube-server/2025.5/analyzing-source-code/scanners:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.978052
  v1_locations:
  - docs/sonarqube.md
https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/overview:
  description: "- [Gradle - SonarScanner for Gradle](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner-for-gradle)\n
    \   - [MSBuild - SonarScanner for MSBuild](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/dotnet/installing)\n
    \   - [Maven - use the SonarScanner for Maven](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner-for-maven)\n
    \   - [Jenkins - SonarScanner for Jenkins. SonarQube plugin for Jenkins with declarative
    pipeline \U0001F31F](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/jenkins-extension-sonarqube)\n
    \   - [Azure DevOps - SonarQube Extension for Azure DevOps](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarqube-extension-for-azure-devops)\n
    \   - [Ant - SonarScanner for Ant](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/scanner-environment/general-requirements)\n
    \   - [anything else (CLI) - SonarScanner](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner)"
  year: '2026'
  stars: 5
  ai_summary: Official architectural overview of SonarQube scanning tooling. Details
    execution mechanics with Gradle, MSBuild, Maven, Jenkins, Azure DevOps, and generic
    bash runner scripts.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Code Quality
  - Static Analysis Platforms
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: SonarQube Scanner Overview
  addition_method: manual
  v2_locations:
  - sonarqube.md
https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/dotnet/installing:
  addition_method: manual
  content_hash: 9dd983ea22a68004ff16e7fd1848214d03fb40ad3eaddd9734b293ee7ff1b905
  health_score: 100.0
  last_checked: 1779130494.94614
  needs_ai_refresh: true
  v1_locations:
  - docs/sonarqube.md
https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/jenkins-extension-sonarqube:
  addition_method: manual
  content_hash: 0fb81bb5de0bdbd911a9d79341dc649eac7c48e3071f3b3a61d3d85dc262e267
  health_score: 100.0
  last_checked: 1779130494.964306
  needs_ai_refresh: true
  v1_locations:
  - docs/jenkins.md
https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarqube-extension-for-azure-devops:
  addition_method: manual
  content_hash: fc2b2a727fd9657c9d67c0077a77cf2129f6dc96a0a110b847444835d5b2457b
  health_score: 100.0
  last_checked: 1779130494.984744
  needs_ai_refresh: true
  v1_locations:
  - docs/sonarqube.md
https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner:
  addition_method: manual
  content_hash: 46d88f6dc179842dcd71ff3ed9ba9395337a884667afa3754c0b61ffa65b1b54
  health_score: 100.0
  last_checked: 1779130494.984705
  needs_ai_refresh: true
  v1_locations:
  - docs/sonarqube.md
https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner-for-gradle:
  addition_method: manual
  content_hash: b39912ba1bcc609c5177ddba5a66b0a29d59114980111131dbe32a44e7f75e31
  health_score: 100.0
  last_checked: 1779130494.950199
  needs_ai_refresh: true
  v1_locations:
  - docs/sonarqube.md
https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner-for-jenkins:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.028479
  review_metadata:
    original_url: https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner-for-jenkins
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:55.028481'
  status: review_required
  v1_locations:
  - docs/sonarqube.md
https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/sonarscanner-for-maven:
  addition_method: manual
  content_hash: 0d37a231ba600b7346834931f23424ceec077a8a963b445a61617e683e381b81
  health_score: 100.0
  last_checked: 1779130495.022125
  needs_ai_refresh: true
  v1_locations:
  - docs/sonarqube.md
https://docs.stacksimplify.com/aws-eks/aws-alb-ingress/lean-kubernetes-aws-alb-ingress-basics:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Fundamentals on deploying the AWS Load Balancer Controller within EKS.
    Details mapping of ingress objects to physical Application Load Balancers, target
    groups, and routing configurations.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Networking
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "stacksimplify.com: AWS ALB Ingress Service - Basics \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
? https://docs.stacksimplify.com/aws-eks/aws-devops-eks/learn-to-master-devops-on-aws-eks-using-aws-codecommit-codebuild-codepipeline
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Thorough technical learning guide configuring CI/CD pipelines targeting
    AWS EKS. Integrates AWS native tools like CodeCommit, CodeBuild, and CodePipeline
    with modern container orchestration standards.
  language: Markdown
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - DevOps & CI/CD
  - AWS EKS
  - CodePipeline
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'stacksimplify.com: DevOps with AWS CodePipeline on AWS EKS'
  addition_method: manual
  v2_locations:
  - demos.md
https://docs.tigera.io/calico/latest/getting-started/kubernetes/openshift/installation:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A step-by-step technical blueprint for deploying Project Calico as the
    primary CNI within a Red Hat OpenShift 4 cluster. It outlines replacing the default
    network provider with Calico to leverage enhanced network security policy engines
    and optimized IP Address Management (IPAM). Integration focuses on Operator-driven
    setups, configuring custom Calico CRDs to control BGP routing and wireguard encryption
    for inter-node pod traffic.
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Networking
  - Container Network Interface
  - Calico Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'docs.projectcalico.org: Install an OpenShift 4 cluster with Calico'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://docs.traefik.io:
  addition_method: manual
  content_hash: 2aefce0720d2d3e4f79f76bed1292ce6ad09328c539ba53761568670d63a4460
  description: ''
  health_score: 100.0
  last_checked: 1779032114.204985
  stars: 0
  status: online
  title: docs.traefik.io
  v1_locations:
  - docs/mkdocs.md
  year: N/A
https://docs.wavefront.com/activemq.html:
  addition_method: manual
  content_hash: 32b211e3549ca242c6138bb64d5bcd1f946e50897dd2235e2d9c26dd9297acc7
  description: ''
  health_score: 100.0
  last_checked: 1779032817.301234
  needs_ai_refresh: true
  stars: 0
  title: docs.wavefront.com/activemq.html
  v1_locations:
  - docs/grafana.md
  - docs/prometheus.md
  year: N/A
https://dok.community:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781429996.214084
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - index.md
  - kubernetes-storage.md
  year: '2026'
  status: online
  ai_summary: The central hub for the Data on Kubernetes Community (DoKC), which advocates
    for running stateful microservices, operators, and relational databases directly
    inside Kubernetes. It gathers technical resources, patterns, and performance studies
    to validate production reliability. A leading organization defining stateful application
    architectures.
  language: English
  resource_type: Community Portal
  complexity: Intermediate
  hierarchy:
  - Storage & Data
  - Data on Kubernetes
  - Community Hub
  is_microservice: false
  title: 'dok.community: DoKC Data on Kubernetes'
https://dok.community/dokc-2021-report:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781429975.879303
  stars: 0
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/databases.md
  - docs/kubernetes-storage.md
  v2_locations:
  - databases.md
  - kubernetes-storage.md
  year: '2021'
  status: online
  ai_summary: This classic report maps standard adoption trends of stateful workloads
    in containerized environments. It highlights performance, operations, and resource
    efficiency as key factors convincing enterprises to run workloads on native Kubernetes
    storage pools instead of external infrastructure.
  language: English
  resource_type: Research Report
  complexity: Intermediate
  hierarchy:
  - Storage & Data
  - Data on Kubernetes
  - Industry Research
  is_microservice: false
  title: 'dok.community: Data on Kubernetes 2021 Report'
https://dolphinscheduler.apache.org:
  addition_method: manual
  content_hash: 02b06607d8efd665fbb523b24c271c0c38a55757b02f15b4717d0336a6d8b53e
  health_score: 100.0
  last_checked: 1779033903.385496
  v1_locations:
  - docs/kubernetes-tools.md
https://dominik-tornow.medium.com/inside-kubernetes-rbac-9988b08a738a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029734.963482
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dominik-tornow.medium.com: Inside Kubernetes RBAC=='
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dominik-tornow.medium.com:
    Inside Kubernetes RBAC== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://doodle.com:
  addition_method: manual
  content_hash: de0598d7cb442a483cc7d02d723c57b074f86d8ad302d664d49ce21e36e36c58
  description: ''
  health_score: 100.0
  last_checked: 1779031805.267451
  stars: 0
  status: online
  title: Doodle
  v1_locations:
  - docs/appointment-scheduling.md
  year: N/A
https://doodle.com/en:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Collaborative scheduling engine specializing in group polling to establish
    consensus times. Cuts down back-and-forth emails when coordinating meetings across
    varying external directories.
  language: JavaScript
  resource_type: SaaS
  complexity: Beginner
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Commercial Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Doodle
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://doordash.engineering/2021/04/14/gradual-code-releases-using-an-in-house-kubernetes-canary-controller:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033751.083059
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'doordash.engineering: Gradual Code Releases Using an In-House Kubernetes''
    Canary Controller'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering doordash.engineering:
    Gradual Code Releases Using an In-House Kubernetes'' Canary Controller in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://doordash.engineering/2022/06/23/fast-feedback-loop-for-kubernetes-product-development-in-a-production-environment:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029158.667679
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'doordash.engineering: Fast Feedback Loop for Kubernetes Product Development''
    in a Production Environment'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering doordash.engineering:
    Fast Feedback Loop for Kubernetes Product Development'' in a Production Environment
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://doordash.engineering/2022/08/09/how-to-handle-kubernetes-health-checks:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034477.272963
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'doordash.engineering: How to Handle Kubernetes Health Checks'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering doordash.engineering:
    How to Handle Kubernetes Health Checks in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://doppler.com/blog/environment-variables-in-python:
  addition_method: manual
  content_hash: 7e40bd9004d4e69d3b7e67712cc2e366eaa88a51be45710d0465cc3d2c2b8952
  description: ''
  health_score: 100.0
  last_checked: 1779034345.996613
  stars: 0
  status: online
  title: "doppler.com: Using Environment Variables in Python for App Configuration'
    \U0001F31F"
  v1_locations:
  - docs/python.md
  year: N/A
https://dormoshe.io/trending-news/kubernetes-101-part-i-the-fundamentals-23a1-60035:
  addition_method: manual
  content_hash: b68790d64ba787231e36bed9ee4666ac66aa18e83ae9b10b830cc6e15b6f9170
  description: ''
  health_score: 100.0
  last_checked: 1779031910.46171
  needs_ai_refresh: true
  stars: 0
  title: 'dormoshe.io: Kubernetes 101, part I, the fundamentals | Leandro Proença'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://dotnet-helpers.com/powershell/azure-keyvault-set-and-retrieve-secrets:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates standard CRUD API routines for setting, changing, and pulling
    protected application settings from active Azure KeyVault services using current
    Microsoft Az commands.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Platform Management
  - Secret Management
  - Azure Key Vault
  - Infrastructure Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dotnet-helpers.com: Azure KeyVault Set and Retrieve Secrets using Powershell
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://dotnet-helpers.com/powershell/convert-yaml-to-json-or-json-to-yaml-using-powershell:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical guide showing how to convert configuration formats using
    PowerShell script pipelines. It demonstrates how to parse and map structures between
    JSON and YAML, helping administrators automate tasks in Windows-centric environments.
  language: PowerShell
  resource_type: article
  complexity: intermediate
  hierarchy:
  - Configuration Management
  - YAML Processing
  - CLI Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dotnet-helpers.com: How to Convert YAML to JSON / JSON to YAML using PowerShell'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://dotnet-helpers.com/powershell/passing-local-variables-to-remote-powershell-session:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides examples details variable scope passing techniques over active
    WinRM and remote sessions. Includes configuration parameters for `$Using:` prefix
    arguments and script-block parameters.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure Automation
  - Remote Administration
  - WinRM
  - Session Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dotnet-helpers.com: Passing Local Variables to Remote PowerShell session'
  addition_method: manual
  v2_locations:
  - azure.md
https://dotnet.microsoft.com/apps/xamarin:
  addition_method: manual
  content_hash: ac547a5b8ca857fb15d72587a9d7e3c90df165deb914699170c9cdf6c87d975a
  description: ''
  health_score: 100.0
  last_checked: 1779030190.058194
  stars: 0
  status: online
  title: 'dotnet.microsoft.com: Xamarin'
  v1_locations:
  - docs/xamarin.md
  year: N/A
https://dotnet.microsoft.com/en-us/apps/xamarin:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An introductory resource detailing Xamarin's architecture, demonstrating
    how C# code gets compiled to native binaries using Mono or .NET execution runtimes.
    It highlights the historically unified codebase approach for mobile UI design.
    This documentation is primarily of historical interest as the ecosystem transitions
    entirely to modern .NET MAUI runtimes.
  language: C#
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Mobile Development
  - Cross-Platform
  - Xamarin
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dotnet.microsoft.com: What is Xamarin?'
  addition_method: manual
  v2_locations:
  - xamarin.md
https://dotnet.microsoft.com/learn/xamarin/what-is-xamarin:
  addition_method: manual
  content_hash: ac547a5b8ca857fb15d72587a9d7e3c90df165deb914699170c9cdf6c87d975a
  description: ''
  health_score: 100.0
  last_checked: 1779030009.845604
  stars: 0
  status: online
  title: 'dotnet.microsoft.com: What is Xamarin?'
  v1_locations:
  - docs/xamarin.md
  year: N/A
https://doughellmann.com:
  description: ''
  year: '2008'
  stars: 0
  ai_summary: Professional engineering journal by Doug Hellmann focusing on deep standard
    library structures (PyMOTW) and enterprise-level OpenStack cloud engineering with
    Python.
  language: Python
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Technical Leadership
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Dough Hellmann - Python, OpenStack and Open Source
  addition_method: manual
  v2_locations:
  - python.md
https://downdetector.co.uk:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033765.406392
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: ==Downdetector==
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ==Downdetector==
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://downdetector.co.uk/status/aws-amazon-web-services:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029507.511051
  stars: 0
  title: 'downdetector: aws'
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://doylestowncoder.com/2021/11/29/building-ci-cd-pipelines-with-azure-data-factory-part-1:
  addition_method: manual
  content_hash: 27bf235dca95524f4eaafab3ccce08d0fd5e80fbc576de154c8daff5773156bc
  description: ''
  health_score: 100.0
  last_checked: 1779030847.271172
  stars: 0
  status: online
  title: 'doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part''
    1'
  v1_locations:
  - docs/demos.md
  year: N/A
https://doylestowncoder.com/2021/12/02/building-ci-cd-pipelines-with-azure-data-factory-part-2:
  addition_method: manual
  content_hash: 27bf235dca95524f4eaafab3ccce08d0fd5e80fbc576de154c8daff5773156bc
  description: ''
  health_score: 100.0
  last_checked: 1779034156.266524
  stars: 0
  title: 'doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part''
    2'
  v1_locations:
  - docs/demos.md
  year: N/A
https://doylestowncoder.com/2021/12/05/building-ci-cd-pipelines-with-azure-data-factory-part-3:
  addition_method: manual
  content_hash: 27bf235dca95524f4eaafab3ccce08d0fd5e80fbc576de154c8daff5773156bc
  description: ''
  health_score: 100.0
  last_checked: 1779029295.110556
  stars: 0
  title: 'doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part''
    3'
  v1_locations:
  - docs/demos.md
  year: N/A
https://draculatheme.com/pro:
  description: ''
  addition_method: manual
  content_hash: 2904d076dcbfd2890d350df09be477fe5e38a7b943690bc1015983e3e84c1b24
  health_score: 100.0
  last_checked: 1779032922.493037
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Premium implementation of the Dracula design system, featuring custom
    variants, optimized fonts, and cohesive configurations for high-efficiency programming
    environments.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - IDE Customization
  - VS Code Tooling
  is_microservice: false
  title: "Dracula Pro Theme \U0001F31F"
https://draft.sh:
  addition_method: manual
  content_hash: 04208dc2e1adbf073057b0550c0d1486f8120c9975bfc21605c95524c8d41487
  description: ''
  health_score: 100.0
  last_checked: 1779033736.378951
  stars: 0
  status: online
  title: Draft
  v1_locations:
  - docs/scaffolding.md
  year: N/A
https://dragondscv.medium.com/controller-runtime-handle-resource-deletion-with-predicate-f69d09dd5802:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032239.259007
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dragondscv.medium.com: Controller runtime — handle resource deletion with''
    predicate'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dragondscv.medium.com:
    Controller runtime — handle resource deletion with'' predicate in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://draw.io:
  addition_method: manual
  content_hash: 16d3d09d879a41295c69257c7c2697fa00bb839ae02118780e8c22fa883cbfda
  description: ''
  health_score: 100.0
  last_checked: 1779031061.292618
  stars: 0
  status: online
  title: draw.io
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://drawio-app.com:
  description: "- [opensource.com: Open source mind mapping with Draw.io](https://opensource.com/article/21/12/open-source-mind-mapping-drawio)
    Next time you need to brainstorm, organize ideas, or plan a project, start with
    Draw.io.\n    - [chcommunity.microsoft.com: Draw.io Azure infrastructure diagrams
    through code like an artist](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/draw-io-azure-infrastructure-diagrams-through-code-like-an-artist/4071316)"
  year: '2024'
  stars: 4
  ai_summary: Comprehensive documentation and application guide detailing how to generate
    Azure cloud architecture diagrams programmatically and design flexible mind maps
    using draw.io's code-import features.
  language: JavaScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Visualization
  - Diagramming SaaS
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: draw.io
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://dreampuf.github.io/GraphvizOnline:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: An online editor to render and preview Graphviz graphs interactively.
    Widely leveraged by cloud engineers to paste Terraform DAG configurations and
    visually optimize infrastructure topologies on the fly.
  language: JavaScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Visualization
  - Online Editors
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: dreampuf.github.io/GraphvizOnline
  addition_method: manual
  v2_locations:
  - terraform.md
https://drill.apache.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Distributed, schema-free SQL query engine built to query multi-structured
    data repositories including NoSQL systems, file systems, and cloud object storage
    pools on-the-fly without metadata pre-definition.
  language: Java
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - Big Data
  - Query Engines
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Apache Drill
  addition_method: manual
  v2_locations:
  - nosql.md
https://drone.io:
  addition_method: manual
  content_hash: 8319715ea9ca1bdb2b65f5a7949947a08555c4b2e453fdbfd8708ffec33875ee
  description: ''
  health_score: 100.0
  last_checked: 1779032369.011289
  stars: 0
  status: online
  title: Drone
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://dropshare.app/annotate:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: An essential utility for mobile cloud architects
    and SREs requiring fast markup of infrastructure topologies, application bugs,
    or terminal screens on the go.

    * **Live Grounding**: Released in May 2026, the tool provides 14 editing functions—including
    crop, zoom loupe, dynamic numbering badges, and pixelation—while processing images
    purely on-device without data leakage.'
  category: devops-tools
  complexity: Beginner
  content_hash: 1b2d7e8bbbb6b40e42c8b6f8c932cb6c5d13506fee71156ee39df83915cec511
  description: A lightweight, vector-based screenshot annotation application for iOS
    offering deep styling controls, blur tools, and layout numbering for technical
    reporting.
  hierarchy:
  - SRE Tools
  - Visual Utilities
  - Productivity
  - iOS Apps
  is_microservice: false
  language: en
  last_checked: 1780352730.207512
  reputation_status: Vetted
  reputation_summary: Highly respected native markup utility developed by Timo Josten
    (creator of Dropshare), praised for its speed, comprehensive layout tools, and
    strict local device privacy constraints.
  resource_type: tool
  social_preview_url: https://dropshare.app/assets/img/og.png
  source_provenance: X.com (QuinnyPig)
  stars: 4
  status: online
  suggested_new_category: productivity-tools
  tags:
  - COMMUNITY-TOOL
  title: 'Annotate by Dropshare: Fast Markup for Images on iOS and iPadOS'
  year: '2026'
https://druid.apache.org:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Main documentation repository for Apache Druid, a real-time analytical
    database optimized for sub-second ad-hoc queries over massive streaming event
    data volumes. Standard core utility for streaming platforms.
  language: Java
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Databases
  - OLAP
  - Real-time Analytics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Apache Druid
  addition_method: manual
  v2_locations:
  - databases.md
https://duo.com/blog:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Open-source analysis tool designed to visualizes AWS networks and identify
    potential vulnerability paths. Useful as a legacy blueprint reference for programmatic
    posture assessments.
  language: Python
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Architecture & Visualization
  - Cloud Discovery
  - Security
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: CloudMapper (OSS)
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://duo.com/blog/introducing-cloudmapper-an-aws-visualization-tool:
  addition_method: manual
  content_hash: 41a050c0cde3d1f475bdbfd6ec89103adcb421e8d2fe253213f63ee0ec8f496f
  description: ''
  health_score: 100.0
  last_checked: 1779034484.598833
  stars: 0
  status: online
  title: CloudMapper (OSS)
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://dustinspecker.com/posts/how-do-kubernetes-and-docker-create-ip-addresses:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A deep technical investigation into the mechanics of Linux network namespaces,
    virtual ethernet pairs (veth), bridge interfaces, and IP routing rules. Demystifies
    how Docker and Kubernetes CNI plugins programmatically allocate IPs to containers.
    Live Grounding shows that understanding these low-level Linux primitives remains
    highly valuable for troubleshooting complex network packet drops.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Deep Dive
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'dustinspecker.com: How Do Kubernetes and Docker Create IP Addresses?!'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://dustinspecker.com/posts/iptables-how-kubernetes-services-direct-traffic-to-pods:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Low-level diagnostic guide tracing the packet path through programmed
    iptables rules. Demonstrates exactly how kube-proxy routes cluster IP destination
    calls to dynamic backend endpoints.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Core Services
  - kube-proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dustinspecker.com: iptables: How Kubernetes Services Direct Traffic to Pods'
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - kubernetes-networking.md
https://dustinspecker.com/posts/ipvs-how-kubernetes-services-direct-traffic-to-pods:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A core-level networking analysis explaining how the IP Virtual Server
    (IPVS) routing layer handles service balancing inside high-scale clusters, demonstrating
    massive throughput advantages over standard iptables.
  language: Go/Bash
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Networking
  - Services
  - IPVS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dustinspecker.com: IPVS: How Kubernetes Services Direct Traffic to Pods'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dustinspecker.com/posts/kubernetes-networking-from-scratch-bgp-bird-advertise-pod-routes:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A hands-on, granular guide demonstrating how to build a fully functioning
    Kubernetes routing topology from scratch using BGP and BIRD. Explains how underlying
    CNIs interface with actual routing tables to advertise dynamic pod endpoints to
    outer networks.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Deep Dive
  - BGP Routing
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'dustinspecker.com: Kubernetes Networking from Scratch: Using BGP and BIRD
    to Advertise Pod Routes'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://dustinspecker.com/posts/scaling-kubernetes-pods-prometheus-metrics:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Hands-on implementation guide detailing how to deploy and configure
    the Prometheus Adapter. Explains how to expose custom and external business metrics
    to drive Horizontal Pod Autoscaler loops beyond standard memory/CPU limits.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Scaling
  - Horizontal Pod Autoscaler
  - Custom Metrics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "dustinspecker.com: Scaling Kubernetes Pods using Prometheus Metrics \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://dustymabe.com/2020/09/28/openshift-okd-on-fedora-coreos-on-digitalocean-part-4-recorded-demo:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A recorded deployment demo focusing on installing OKD on Fedora CoreOS
    within DigitalOcean droplets. It illustrates configuring DigitalOcean resources
    (VPCs, firewalls, volume spaces) and custom ignition templates to orchestrate
    a highly available cluster topology on an affordable cloud.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Platforms
  - Distribution
  - Cloud Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dustymabe.com: OpenShift OKD on Fedora CoreOS on DigitalOcean Part 4: Recorded
    Demo'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://dwdraju.medium.com/kubernetes-job-or-cronjob-which-one-to-use-and-when-4ffd4800d28e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033044.814874
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dwdraju.medium.com: Kubernetes Job or CronJob: Which One to Use and When?'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dwdraju.medium.com:
    Kubernetes Job or CronJob: Which One to Use and When?' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dynatrace-perfclinics.github.io/codelabs/why-devs-love-dynatrace-2/index.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical codelab demonstrating how developers leverage Dynatrace APM
    to identify code-level bottlenecks, analyze database performance, and utilize
    auto-remediation loops within automated delivery pipelines.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Performance Monitoring
  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "dynatrace-perfclinics.github.io: Why Devs Love Dynatrace \U0001F31F"
  addition_method: manual
  v2_locations:
  - keptn.md
https://dzone.com/articles/10-api-testing-tips-for-beginners-soap-amp-rest:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735866.440643
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: 10 API Testing Tips for Beginners (SOAP and REST)'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    10 API Testing Tips for Beginners (SOAP and REST) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/10-commandments-on-microservice-decomposition:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735940.969549
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: 10 Commandments of Microservice Decomposition \U0001F31F"
  v1_locations:
  - docs/faq.md
  v2_locations:
  - faq.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    10 Commandments of Microservice Decomposition \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/10-easy-to-use-modules-in-ansible-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735867.482895
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: 10 easy to use modules in ansible'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    10 easy to use modules in ansible in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/10-effective-tips-on-using-maven:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736083.01593
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: 10 Effective Tips on Using Maven'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    10 Effective Tips on Using Maven in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/10-vs-code-extensions-to-fight-technical-debt:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736168.71183
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: 10 VS Code Extensions to Fight Technical Debt'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    10 VS Code Extensions to Fight Technical Debt in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/11-observability-tools-you-should-know-in-2023:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.928029
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==dzone: 11 Observability Tools You Should Know== \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==dzone:
    11 Observability Tools You Should Know== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/14-best-performance-testing-tools-and-apm-solution:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736105.12183
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: 14 Best Performance Testing Tools and APM Solutions'
  v1_locations:
  - docs/monitoring.md
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - monitoring.md
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    14 Best Performance Testing Tools and APM Solutions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/14-of-the-best-automation-testing-tools-available:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736169.710116
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: 14 of the best automation testing tools available'
  v1_locations:
  - docs/test-automation-frameworks.md
  v2_locations:
  - test-automation-frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    14 of the best automation testing tools available in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/15-devops-trends-to-expect-in-2021:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736235.315504
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: 15 DevOps Trends to Expect in 2021 \U0001F31F"
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    15 DevOps Trends to Expect in 2021 \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/15-useful-helm-charts-tools:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735951.173046
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: 15 useful helm chart tools'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    15 useful helm chart tools in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/2-ways-to-integrate-jmeter-tests-into-jenkins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736134.688926
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'DZone.com: 2 ways to integrate jmeter tests into jenkins'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering DZone.com:
    2 ways to integrate jmeter tests into jenkins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/3-gpt-3-tools-for-developers-software-engineers-de:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736246.388636
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: 3 GPT-3 Tools for Developers, Software and DevOps Engineers, and''
    SREs'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    3 GPT-3 Tools for Developers, Software and DevOps Engineers, and'' SREs in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/3-steps-to-developing-a-successful-gitops-model:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736234.645082
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==Dzone: 3 Steps to Developing a Successful GitOps Model=='
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==Dzone:
    3 Steps to Developing a Successful GitOps Model== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/32-best-jira-alternatives-for-agile-project-manage:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031406.435087
  v1_locations:
  - docs/project-management-tools.md
https://dzone.com/articles/4-cluster-management-tools-to-compare:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735972.662758
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone.com: 4 Cluster Management Tools to Compare'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone.com:
    4 Cluster Management Tools to Compare in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/4-ways-to-build-applications-in-openshift-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736123.200871
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: 4 ways to build applications in openshift'
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    4 ways to build applications in openshift in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/5-hosted-kubernetes-platforms:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.620172
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: 5 Hosted Kubernetes Platforms'
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    5 Hosted Kubernetes Platforms in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/7-jvm-arguments-of-highly-effective-applications-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735982.929313
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Dzone: 7 JVM Arguments of Highly Effective Applications \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  - docs/jvm-parameters-matrix-table.md
  v2_locations:
  - java-and-java-performance-optimization.md
  - jvm-parameters-matrix-table.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Dzone:
    7 JVM Arguments of Highly Effective Applications \U0001F31F\U0001F31F\U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/7-microservices-best-practices-for-developers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735971.795612
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: 7 Microservices Best Practices for Developers \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    7 Microservices Best Practices for Developers \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/7-software-development-models-you-should-know:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735972.792445
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: 7 Software Development Models You Should Know'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    7 Software Development Models You Should Know in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/7-tips-to-achieve-high-availabilityha-for-your-mav-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736082.745856
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: 7 Tips to Achieve High-Availability(HA) For Your Maven Repository'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    7 Tips to Achieve High-Availability(HA) For Your Maven Repository in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/a-beginners-guide-to-infrastructure-as-code:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735960.396439
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone.com/articles: A Beginner's Guide to Infrastructure as Code \U0001F31F"
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone.com/articles:
    A Beginner's Guide to Infrastructure as Code \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/a-complete-guide-to-project-management-life-cycle:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736245.472018
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: A Complete Guide to the Project Management Lifecycle'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    A Complete Guide to the Project Management Lifecycle in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/a-java-developers-guide-to-quarkus:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735982.965119
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: A Java developer''s guide to Quarkus'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    A Java developer''s guide to Quarkus in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/a-practical-guide-for-container-security:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735925.160521
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: A Practical Guide for Container Security'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    A Practical Guide for Container Security in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/a-quick-guide-to-deploying-java-apps-on-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736123.770631
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: a quick guide to deploying java apps on openshift'
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    a quick guide to deploying java apps on openshift in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/advanced-kubernetes-deployment-strategies:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736211.456964
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dzone: Advanced Kubernetes Deployment Strategies=='
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dzone:
    Advanced Kubernetes Deployment Strategies== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/alternatives-to-docker-desktop:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735929.802034
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Alternatives to Docker Desktop'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Alternatives to Docker Desktop in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/an-overview-of-cicd-pipelines-with-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.132273
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dzone.com: An Overview of CI/CD Pipelines With Kubernetes=='
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com:
    An Overview of CI/CD Pipelines With Kubernetes== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/apache-airflow-architecture-on-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736091.435887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Apache Airflow Architecture on OpenShift'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Apache Airflow Architecture on OpenShift in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/apache-jmeter-keyboard-shortcuts:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736133.534584
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Apache JMeter Keyboards shortcuts'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Apache JMeter Keyboards shortcuts in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/api-load-testing-with-gatling:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736133.551475
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: API Load Testing With Gatling
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering API Load
    Testing With Gatling in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/api-management-vs-api-gateway-and-where-does-api-a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735922.0027
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'API Management vs API Gateway: Where Does API Analytics and Monitoring Fit?'
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering API Management
    vs API Gateway: Where Does API Analytics and Monitoring Fit? in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/api-testing-with-cucumber:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736169.241436
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: API Testing With Cucumber'
  v1_locations:
  - docs/test-automation-frameworks.md
  v2_locations:
  - test-automation-frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    API Testing With Cucumber in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/api-throttling-strategies:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735867.264917
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: API Throttling Strategies When Clients Exceed Their Limit'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    API Throttling Strategies When Clients Exceed Their Limit in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/apm-tools-comparison-which-one-should-you-choose:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736105.486501
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: APM Tools Comparison'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    APM Tools Comparison in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/are-you-12-factor-application-ready:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031576.185531
  v1_locations: []
https://dzone.com/articles/are-you-stuck-in-the-new-devops-matrix-from-hell:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736235.525416
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: Are You Stuck in the New DevOps Matrix From Hell? \U0001F31F"
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    Are You Stuck in the New DevOps Matrix From Hell? \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/automate-to-save-mental-energy-not-time-1:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034152.367093
  v1_locations:
  - docs/devops.md
https://dzone.com/articles/autoscaling-your-kubernetes-microservice-with-keda:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736002.575889
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Autoscaling Your Kubernetes Microservice with KEDA'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Autoscaling Your Kubernetes Microservice with KEDA in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/aws-basics:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735877.439816
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: AWS Basics'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    AWS Basics in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/aws-basics-bastian-hosts-and-nat:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735877.630311
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: AWS Basics: Bastion Hosts and NAT'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    AWS Basics: Bastion Hosts and NAT in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/best-emerging-project-management-methodologies-in:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736246.310003
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Project Management Methodology: A Beginner''s Guide'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Project Management Methodology: A Beginner''s Guide in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/best-practices-for-selenium-automation-one-must-kn:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736169.772559
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: best practices for selenium automation'
  v1_locations:
  - docs/test-automation-frameworks.md
  v2_locations:
  - test-automation-frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    best practices for selenium automation in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/best-practices-java-memory-arguments-for-container:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735981.687544
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: Best Practices: Java Memory Arguments for Containers \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    Best Practices: Java Memory Arguments for Containers \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/bootstrapping-java-kubernetes-apps-no-yaml:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735911.233102
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: Bootstrapping Java Kubernetes Apps With Spring Initializr and K8s'
    Initializer \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    Bootstrapping Java Kubernetes Apps With Spring Initializr and K8s' Initializer
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/breaking-up-a-monolithic-database-with-kong:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735921.80005
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dzone: Breaking Up a Monolithic Database with Kong=='
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dzone:
    Breaking Up a Monolithic Database with Kong== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/build-a-java-app-with-gradle:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736083.62321
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: build a java app with gradle'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    build a java app with gradle in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/build-a-java-rest-api-with-quarkus:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735982.185216
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Build a Java REST API With Quarkus'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Build a Java REST API With Quarkus in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/build-a-spring-boot-app-with-flyway-and-postgres:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736068.523698
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Build a Spring Boot App With Flyway and Postgres'
  v1_locations:
  - docs/liquibase.md
  v2_locations:
  - liquibase.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Build a Spring Boot App With Flyway and Postgres in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/building-a-hybrid-multi-cloud-event-mesh-demo-with:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736081.275511
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Hybrid multi-cloud event mesh architectural design'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Hybrid multi-cloud event mesh architectural design in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/building-a-restful-service-using-aspnet-core-and-d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735929.999109
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Building a RESTful Service Using ASP.NET Core and dotConnect for''
    PostgreSQL'
  v1_locations:
  - docs/dotnet.md
  v2_locations:
  - dotnet.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Building a RESTful Service Using ASP.NET Core and dotConnect for'' PostgreSQL
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/building-java-applications-with-maven:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736083.002937
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Building Java Applications With Maven'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Building Java Applications With Maven in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/building-rest-api-in-java:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735984.551201
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Choosing Library To Build Rest API in Java'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Choosing Library To Build Rest API in Java in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/checklist-for-api-verification:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.800004
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: Checklist for API Verification \U0001F31F"
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    Checklist for API Verification \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/choosing-the-right-gc:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032751.452829
  v1_locations:
  - docs/jvm-parameters-matrix-table.md
https://dzone.com/articles/cicd-with-kubernetes-and-helm:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735951.429025
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: cicd with kubernetes and helm'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    cicd with kubernetes and helm in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/cloud-native-development-a-blueprint:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033784.677132
  v1_locations:
  - docs/openshift.md
https://dzone.com/articles/code-analysis-with-sonarqube-part-1-setup:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736168.052997
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone.com: Code Analysis Part 1 - Analyzing Code with SonarQube'
  v1_locations:
  - docs/sonarqube.md
  v2_locations:
  - sonarqube.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone.com:
    Code Analysis Part 1 - Analyzing Code with SonarQube in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/comparing-openapi-with-grpc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735867.265258
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Comparing OpenAPI With gRPC \U0001F31F"
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Comparing
    OpenAPI With gRPC \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/comparing-restful-apis-and-soap-apis:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735866.582256
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Comparing RESTful APIs and SOAP APIs Using MuleSoft as an Example'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Comparing RESTful APIs and SOAP APIs Using MuleSoft as an Example in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/component-tests-for-spring-cloud-microservices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736154.51569
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dzone: Component Tests for Spring Cloud Microservices=='
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dzone:
    Component Tests for Spring Cloud Microservices== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/components-of-container-management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735929.366115
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Components of Container Management'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Components of Container Management in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/comprehensive-guide-rest-vs-soap:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735866.237531
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: A Comprehensive Guide to REST vs. SOAP'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    A Comprehensive Guide to REST vs. SOAP in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/configuration-drift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736234.776123
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Dzone: Configuration Drift \U0001F31F"
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Dzone:
    Configuration Drift \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/containerd-kubernetes-syslog-forwarding:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031608.95655
  v1_locations:
  - docs/kubernetes-tools.md
https://dzone.com/articles/continuous-delivery-with-openshift-and-jenkins-ab:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034504.486908
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Dzone - Continuous Delivery with OpenShift and Jenkins: A/B Testing \U0001F31F"
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Dzone
    - Continuous Delivery with OpenShift and Jenkins: A/B Testing \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/articles/continuous-deployment-on-kubernetes-with-spinnaker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735911.42579
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Continuous Deployment on Kubernetes With Spinnaker'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Continuous Deployment on Kubernetes With Spinnaker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/continuous-integration-in-aws-using-jenkins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735991.99492
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: Continuous Integration in AWS Using Jenkins Pipelines: Best Practices''
    and Strategies'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    Continuous Integration in AWS Using Jenkins Pipelines: Best Practices'' and Strategies
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/create-install-upgrade-and-rollback-a-helm-chart-p:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735951.213596
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: create install upgrade and rollback a helm chart - part 1'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    create install upgrade and rollback a helm chart - part 1 in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/create-install-upgrade-rollback-a-helm-chart-part:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735951.344448
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: create install upgrade and rollback a helm chart - part 2'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    create install upgrade and rollback a helm chart - part 2 in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/create-maven-archetype-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736082.987576
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone.com: Creating a Maven Archetype'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone.com:
    Creating a Maven Archetype in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/creating-a-soap-web-service-with-spring-boot-start:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735867.463228
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Creating a SOAP Web Service With Spring Boot Starter Web Services'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Creating a SOAP Web Service With Spring Boot Starter Web Services in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/defining-day-2-operations:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736235.490787
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==DZone: Defining Day-2 Operations=='
  v1_locations:
  - docs/about.md
  - docs/devops.md
  v2_locations:
  - about.md
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==DZone:
    Defining Day-2 Operations== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/deploying-a-kubernetes-cluster-with-amazon-eks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guide detailing the deployment of Amazon Elastic Kubernetes Service
    clusters. Guides readers through VPC subnets subnet planning, configure public/private
    node isolation, security settings, and kubectl client integration.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dzone: deploying a kubernetes cluster with amazon eks \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://dzone.com/articles/deploying-docker-images-to-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735911.423207
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Deploying Docker Images to OpenShift
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Deploying
    Docker Images to OpenShift in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/deploying-prometheus-and-grafana-as-applications-u:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736134.567792
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dzone.com: Deploying Prometheus and Grafana as Applications Using ArgoCD — Including''
    Dashboards=='
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com:
    Deploying Prometheus and Grafana as Applications Using ArgoCD — Including'' Dashboards==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/deploying-spring-boot-app-to-jboss-wildfly:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735985.590885
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Deploying Spring Boot App to JBoss Wildfly'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Deploying Spring Boot App to JBoss Wildfly in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/developing-applications-on-multitenant-clusters-wi:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735940.238348
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Developing Applications on Multi-tenant Clusters With Flux and Kustomize'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Developing Applications on Multi-tenant Clusters With Flux and Kustomize in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/devops-101-setup-nginx-in-front-of-your-spring-boo:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030589.199312
  v1_locations:
  - docs/web-servers.md
https://dzone.com/articles/devops-cicd-tools-to-watch-out-for-in-2022:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.143386
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: DevOps: CI/CD Tools to Watch Out for in 2022'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    DevOps: CI/CD Tools to Watch Out for in 2022 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/devops-guide-implementing-four-eyes-principle-with:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736234.81147
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: DevOps Guide: Implementing Four-Eyes Principle With Process Automation''
    Tooling'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    DevOps Guide: Implementing Four-Eyes Principle With Process Automation'' Tooling
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/devops-pipeline-quality-gates-a-double-edged-sword:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735924.32709
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: DevOps Pipeline Quality Gates: A Double-Edged Sword'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    DevOps Pipeline Quality Gates: A Double-Edged Sword in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/devops-services-pricing-aws-vs-azure-vs-google-clo:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.754888
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==Dzone: DevOps Services Pricing: AWS vs Azure vs Google Cloud== \U0001F31F\U0001F31F"
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==Dzone:
    DevOps Services Pricing: AWS vs Azure vs Google Cloud== \U0001F31F\U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/devops-toolchain-for-beginners:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735923.603891
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone.com: DevOps Toolchain for Beginners \U0001F31F"
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone.com:
    DevOps Toolchain for Beginners \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/devops-vs-sre-vs-platform-engineer-vs-cloud-engine:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736168.706824
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: DevOps vs. SRE vs. Platform Engineer vs. Cloud Engineer'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - index.md
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    DevOps vs. SRE vs. Platform Engineer vs. Cloud Engineer in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/dive-deep-into-resource-requests-and-limits-in-kub:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736211.607488
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Dive Deep Into Resource Requests and Limits in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Dive Deep Into Resource Requests and Limits in Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/diy-devops-ci-and-cd-with-github-docker-and-a-vps:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.699983
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: DIY DevOps, CI, and CD with GitHub, Docker and a VPS'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    DIY DevOps, CI, and CD with GitHub, Docker and a VPS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/docker-alternatives-10-alternatives-to-docker-for:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735930.102303
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Docker Alternatives: 10 Alternatives to Docker for Your SaaS Application'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Docker Alternatives: 10 Alternatives to Docker for Your SaaS Application in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/docker-explained-an-introductory-guide-to-docker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034015.279262
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Docker explained, an introductory guide to docker'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Docker explained, an introductory guide to docker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/articles/easily-automate-your-cicd-pipeline-with-jenkins-he:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735991.713049
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone.com: Easily Automate Your CI/CD Pipeline With Jenkins, Helm, and Kubernetes'
    \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone.com:
    Easily Automate Your CI/CD Pipeline With Jenkins, Helm, and Kubernetes' \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/effectiveness-noise-is-the-problem:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736245.0714
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==dzone.com: Productivity: Noise Is the Problem== \U0001F31F\U0001F31F"
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==dzone.com:
    Productivity: Noise Is the Problem== \U0001F31F\U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/ensure-high-availability-and-uptime-with-kubernete:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736135.200912
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Ensure High Availability and Uptime With Kubernetes Horizontal Pod Autoscaler
    (HPA) and Prometheus
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Ensure
    High Availability and Uptime With Kubernetes Horizontal Pod Autoscaler (HPA) and
    Prometheus in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/event-driven-architecture-as-a-strategy:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736083.026169
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Event-Driven Architecture as a Strategy'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Event-Driven Architecture as a Strategy in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/everything-you-need-to-know-about-docker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031897.954404
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: everything you need to know about docker'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    everything you need to know about docker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/articles/executing-liquibase-3-use-cases:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736068.508006
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Executing Liquibase: 3 Use Cases'
  v1_locations:
  - docs/liquibase.md
  v2_locations:
  - liquibase.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Executing Liquibase: 3 Use Cases in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/exploring-the-api-first-design-pattern:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Outlines the API-First design pattern, where APIs are designed as primary,
    self-contained products rather than secondary side-effects of backend development.
    This framework treats API schemas as structural contracts, enabling decoupling,
    modular microservices architecture, and simplified cloud integrations. It argues
    that API-first organizations experience faster time-to-market due to automated
    schema validation and parallel feature development.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - API Lifecycle
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'dzone: Exploring the API-First Design Pattern'
  addition_method: manual
  v2_locations:
  - api.md
https://dzone.com/articles/five-different-ways-to-build-aws-infrastructure:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735877.723687
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Five Different Ways to Build AWS Infrastructure'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Five Different Ways to Build AWS Infrastructure in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/flight-recorder-examining-java-and-kotlin-apps:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735981.925426
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: Flight Recorder: Examining Java and Kotlin Apps'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    Flight Recorder: Examining Java and Kotlin Apps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/flux-windowing-and-aggregation:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736135.737224
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Flux queries'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Flux queries in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/from-java-microservices-to-lambda-functions-a-jour:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735920.718248
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone.com: From Spring Boot Microservices to Lambda Functions \U0001F31F\U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone.com:
    From Spring Boot Microservices to Lambda Functions \U0001F31F\U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/gatling-gun-is-now-a-prospecting-tool-for-testers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736133.75367
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: An Introduction to Load Testing With Gatling
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering An Introduction
    to Load Testing With Gatling in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/gatling-light-weight-load-testing-tool:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736133.701267
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Gatling: A Lightweight Load Testing Tool'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Gatling:
    A Lightweight Load Testing Tool in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/gatling-performance-testing-pros-and-cons:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736133.548701
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Gatling Performance Testing Pros and Cons
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Gatling
    Performance Testing Pros and Cons in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/gatling-vs-jmeter:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736123.62553
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Gatling vs JMeter
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Gatling
    vs JMeter in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/getting-started-nexus-maven:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736154.466651
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Getting started with Nexus'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Getting started with Nexus in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/getting-started-with-java-ee-8-payara-5-and-eclips:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735983.023841
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Getting Started With Java EE 8, Payara 5 and Eclipse Oxygen'
  v1_locations:
  - docs/java_app_servers.md
  v2_locations:
  - java_app_servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Getting Started With Java EE 8, Payara 5 and Eclipse Oxygen in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/getting-started-with-jenkins-the-ultimate-guide:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735992.615156
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: getting started with jenkins the ultimate guide'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    getting started with jenkins the ultimate guide in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/getting-started-with-kibana-advanced-searches:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.820141
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Getting Started With Kibana Advanced Searches'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Getting Started With Kibana Advanced Searches in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/gitlab-ci-with-docker-environment-variable-quirks:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735992.65449
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: GitLab CI
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering GitLab
    CI in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/gitops-flux-vs-argo-cd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735940.234679
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone.com: GitOps: Flux vs Argo CD \U0001F31F"
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone.com:
    GitOps: Flux vs Argo CD \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/gitops-with-openshift-applier:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030608.711443
  stars: 0
  title: 'redhat-cop: Openshift Applier'
  v1_locations: []
  year: N/A
https://dzone.com/articles/googles-state-of-devops-2021-report-what-sres-need:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032095.009112
  v1_locations:
  - docs/devops.md
https://dzone.com/articles/groovy-goodness-using-the-call-operator:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735992.135047
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Groovy Goodness: Using The Call Operator'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Groovy Goodness: Using The Call Operator in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-quickly-get-started-sonar:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736168.271771
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: How to quickly get started with Sonar'
  v1_locations:
  - docs/sonarqube.md
  v2_locations:
  - sonarqube.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    How to quickly get started with Sonar in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-build-an-effective-cicd-pipeline:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.164845
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dzone.com: How To Build an Effective CI/CD Pipeline=='
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com:
    How To Build an Effective CI/CD Pipeline== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-configure-ha-proxy-as-a-proxy-and-loadbalan:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736180.368834
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: How to Configure HAProxy as a Proxy and Load Balancer'
  v1_locations:
  - docs/web-servers.md
  v2_locations:
  - web-servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    How to Configure HAProxy as a Proxy and Load Balancer in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-create-microservices-using-spring:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735984.861636
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: How to Create Microservices Using Spring \U0001F31F"
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    How to Create Microservices Using Spring \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-create-rest-api-with-spring-boot:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735866.269944
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: How to Create a REST API With Spring Boot'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    How to Create a REST API With Spring Boot in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-deploy-apps-effortlessly-with-packer-and-te:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736233.699412
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: how to deploy apps effortlessly with **packer and terraform**'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    how to deploy apps effortlessly with **packer and terraform** in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-explain-kubernetes-to-a-business-team:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034090.301474
  stars: 0
  title: ==How to Explain Kubernetes to a Business Team==
  v1_locations: []
  year: N/A
https://dzone.com/articles/how-to-manage-vulnerabilities-in-modern-cloud-nati:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735924.663749
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: How To Manage Vulnerabilities in Modern Cloud-Native Applications'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    How To Manage Vulnerabilities in Modern Cloud-Native Applications in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-read-a-thread-dump:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736103.741585
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: How to read a Thread Dump
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering How to
    read a Thread Dump in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-run-the-spring-boot-application-as-a-stand:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735984.4933
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: How To Run the Spring Boot Application as a Stand-Alone Java Application'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    How To Run the Spring Boot Application as a Stand-Alone Java Application in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-set-up-a-gatling-tests-implementation-envir:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736133.335261
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "How to Set up a Gatling Test's Implementation Environment \U0001F31F"
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering How to
    Set up a Gatling Test's Implementation Environment \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-setup-scalable-jenkins-on-top-of-a-kubernet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735992.615708
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: how to setup scalable jenkins on top of a kubernetes cluster'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    how to setup scalable jenkins on top of a kubernetes cluster in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-take-thread-dumps-7-options:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736103.701554
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: 8 Options for Capturing Thread Dumps'
  v1_locations:
  - docs/monitoring.md
  - docs/ocp3.md
  v2_locations:
  - monitoring.md
  - ocp3.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    8 Options for Capturing Thread Dumps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-understand-and-setup-kubernetes-networking:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736023.195304
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: How to Understand and Set Up Kubernetes Networking \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    How to Understand and Set Up Kubernetes Networking \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-use-aws-iam-role-on-aws-eks-pods:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736077.886764
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone.com: How to Use AWS IAM Role on AWS EKS PODs \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone.com:
    How to Use AWS IAM Role on AWS EKS PODs \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-use-gatling-with-maven:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736132.956896
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: How to Use Gatling With Maven
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering How to
    Use Gatling With Maven in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-use-postman-to-manage-and-execute-your-apis:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736135.010934
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: how to use postman to manage and execute your APIs'
  v1_locations:
  - docs/postman.md
  v2_locations:
  - postman.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    how to use postman to manage and execute your APIs in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-to-use-regex-extractor-in-gatling-projects:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736133.75185
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: How to Use RegEx Extractor in Gatling Projects
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering How to
    Use RegEx Extractor in Gatling Projects in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/how-your-application-architecture-evolved:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735971.913723
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "How Your Application Architecture Has Evolved \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - index.md
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering How Your
    Application Architecture Has Evolved \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/immutable-infrastructure-cicd-using-hashicorp-terr:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736231.831447
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Immutable Infrastructure CI/CD Using Hashicorp Terraform and Jenkins'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Immutable Infrastructure CI/CD Using Hashicorp Terraform and Jenkins in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/implementing-serverless-microservices-architecture:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736155.045237
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Implementing Serverless Microservices Architecture on AWS'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Implementing Serverless Microservices Architecture on AWS in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/importing-a-maven-project-in-intellij-idea:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736083.198054
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Maven IntelliJ Idea Project'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Maven IntelliJ Idea Project in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/install-openshift-container-platform-in-minutes-video:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029940.741717
  v1_locations:
  - docs/openshift.md
https://dzone.com/articles/installing-maven:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736082.977067
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Installing Maven With Your JDK'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Installing Maven With Your JDK in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/integration-tests-with-maven:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736083.128055
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Integration Tests with Maven'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Integration Tests with Maven in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/introducing-amp-assimilating-caching-quick-read-fo:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735880.124796
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Dzone: An Introduction to Caching: How and Why We Do It \U0001F31F"
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Dzone:
    An Introduction to Caching: How and Why We Do It \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/introduction-to-kubernetes-part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736180.47912
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: Introduction To Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    Introduction To Kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/introduction-to-liquibase-and-managing-your-databa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736068.281568
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Introduction to Liquibase and Managing Your Database Source Code'
  v1_locations:
  - docs/liquibase.md
  v2_locations:
  - liquibase.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Introduction to Liquibase and Managing Your Database Source Code in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/introduction-to-message-brokers-part-1-apache-kafk:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736081.576579
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Introduction to Message Brokers. Part 1: Apache Kafka vs. RabbitMQ'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Introduction to Message Brokers. Part 1: Apache Kafka vs. RabbitMQ in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/introduction-to-message-brokers-part-2-activemq-vs:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736082.685022
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Introduction to Message Brokers. Part 2: ActiveMQ vs. Redis Pub/Sub'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Introduction to Message Brokers. Part 2: ActiveMQ vs. Redis Pub/Sub in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/jakarta-ee-amp-wildfly-running-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735983.128984
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Jakarta EE & Wildfly Running on Kubernetes'
  v1_locations:
  - docs/java_app_servers.md
  v2_locations:
  - java_app_servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Jakarta EE & Wildfly Running on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/java-creator-james-gosling-interview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735986.11353
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Java Creator James Gosling Interview'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Java Creator James Gosling Interview in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/java-inside-docker-what-you-must-know-to-not-fail:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735984.861275
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: Java Inside Docker: What You Must Know to Not FAIL'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    Java Inside Docker: What You Must Know to Not FAIL in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/java-performance-monitoring-5-open-source-tools-you-should-know:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736105.03657
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: Java Performance Monitoring: 5 Open Source Tools You Should Know'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    Java Performance Monitoring: 5 Open Source Tools You Should Know in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/jenkins-in-a-nutshell:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735991.549023
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: jenkins in a nutshell'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    jenkins in a nutshell in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/jenkins-publish-maven-artifacts-to-nexus-oss-using:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736154.649504
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Jenkins: Publish Maven Artifacts to Nexus OSS Using Pipelines or Maven Jobs'
    \U0001F31F"
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Jenkins:
    Publish Maven Artifacts to Nexus OSS Using Pipelines or Maven Jobs' \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/jenkins-vs-gitlab-ci-battle-of-cicd-tools:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735993.341722
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Jenkins vs GitLab CI: Battle of CI/CD Tools'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Jenkins vs GitLab CI: Battle of CI/CD Tools in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/jmeter-tutorial-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736123.770264
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: JMeter tutorial'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    JMeter tutorial in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/jmeter-tutorial-for-beginners-jmeter-load-testing:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736132.867865
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: JMeter tutorial for beginners'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    JMeter tutorial for beginners in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/jvm-architecture-explained:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735981.664665
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "DZone: The JVM Architecture Explained \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering DZone:
    The JVM Architecture Explained \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/kibana-hacks-5-tips-and-tricks:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.487797
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Kibana Hacks: 5 Tips and Tricks'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Kibana Hacks: 5 Tips and Tricks in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/kubectl-commands-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735889.614752
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: kubectl commands cheat sheet'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    kubectl commands cheat sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/kubernetes-architecture-diagram:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736190.949886
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==dzone.com: Kubernetes Architecture Diagram== \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==dzone.com:
    Kubernetes Architecture Diagram== \U0001F31F\U0001F31F\U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/kubernetes-distributions-how-do-i-choose-one:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735972.888108
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone.com: A Comparison of Kubernetes Distributions'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone.com:
    A Comparison of Kubernetes Distributions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/kubernetes-monitoring-best-practices-methods-and-e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736091.588494
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: Kubernetes Monitoring: Best Practices, Methods, and Existing''
    Solutions'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    Kubernetes Monitoring: Best Practices, Methods, and Existing'' Solutions in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/learn-how-to-setup-a-cicd-pipeline-from-scratch:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735992.769968
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: learn how to setup a cicd pipeline from scratch \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    learn how to setup a cicd pipeline from scratch \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/load-testing-your-database-connected-apis-with-gat:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736134.80276
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Load Testing Your DataBase-Connected APIs With Gatling
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Load Testing
    Your DataBase-Connected APIs With Gatling in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/manage-multiple-environments-with-terraform-worksp:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736233.317505
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Manage Multiple Environments With Terraform Workspaces'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Manage Multiple Environments With Terraform Workspaces in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/managing-helm-releases-the-gitops-way:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735950.936005
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: managing helm releases the gitops way'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    managing helm releases the gitops way in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/managing-kubernetes-secrets:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735924.958279
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: Managing Secrets Deployment in GitOps Workflow \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    Managing Secrets Deployment in GitOps Workflow \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/managing-your-database-with-liquibase-and-gradle:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736068.401974
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Managing Your Database With Liquibase and Gradle'
  v1_locations:
  - docs/liquibase.md
  v2_locations:
  - liquibase.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Managing Your Database With Liquibase and Gradle in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/maven-skipping-tests:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736082.310523
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Maven Skipping Tests'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Maven Skipping Tests in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/meet-the-docker-maven-plugin:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736083.750557
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Meet the Docker Maven Plugin!'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Meet the Docker Maven Plugin! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/memory-leak-andjava-code:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735985.000702
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'DZone: Memory Leaks and Java Code'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering DZone:
    Memory Leaks and Java Code in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/messaging-for-multicloud-resilience:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736080.995892
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Resilient MultiCloud Messaging'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Resilient MultiCloud Messaging in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/micro-frontend-architecture:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735973.621106
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dzone: Micro-Frontend Architecture=='
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dzone:
    Micro-Frontend Architecture== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/micro-frontends-by-example-8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735972.793958
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: Micro Frontends With Example \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    Micro Frontends With Example \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/microservices-and-the-event-aggregator-pattern:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736080.900916
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone.com: What Are Microservices and The Event Aggregator Pattern? \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone.com:
    What Are Microservices and The Event Aggregator Pattern? \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/microservices-event-driven-architecture-and-kafka:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736081.573805
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone.com: Microservices, Event-Driven Architecture and Kafka \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone.com:
    Microservices, Event-Driven Architecture and Kafka \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/microservices-patterns-sidecar:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736221.536738
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Microservices Patterns: Sidecar'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Microservices Patterns: Sidecar in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/microservices-quarkus-vs-spring-boot:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735986.580419
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Microservices: Quarkus vs. Spring Boot'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Microservices: Quarkus vs. Spring Boot in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/mitigating-devops-repository-risks:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030538.484054
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Mitigating DevOps Repository Risks'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Mitigating DevOps Repository Risks in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/articles/monitoring-using-spring-boot-20-prometheus-and-gra:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736135.62742
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Set Up and Integrate Prometheus With Grafana for Monitoring.
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Set Up
    and Integrate Prometheus With Grafana for Monitoring. in the Kubernetes Tools
    ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/monolith-to-microservices-using-the-strangler-patt:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735971.627115
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: Monolith to Microservices Using the Strangler Pattern \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    Monolith to Microservices Using the Strangler Pattern \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/multi-container-pod-design-patterns-in-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736221.776018
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Multi-Container Pod Design Patterns in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Multi-Container Pod Design Patterns in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/next-gen-data-pipes-with-spark-kafka-and-k8s:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736083.5493
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: Next-Gen Data Pipes With Spark, Kafka and k8s \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    Next-Gen Data Pipes With Spark, Kafka and k8s \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/nginx-reverse-proxy-ubuntu-1804:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736180.305109
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Nginx Reverse Proxy Ubuntu 18.04'
  v1_locations:
  - docs/web-servers.md
  v2_locations:
  - web-servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Nginx Reverse Proxy Ubuntu 18.04 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/oauth-20-beginners-guide:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736026.383878
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Dzone - OAuth 2.0
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Dzone
    - OAuth 2.0 in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/openshift-egress-options:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736123.067866
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: OpenShift Egress Options'
  v1_locations:
  - docs/ocp4.md
  - docs/openshift.md
  v2_locations:
  - ocp4.md
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    OpenShift Egress Options in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/optimize-aws-costs-with-cloudwatchs-advanced-metri:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735875.90038
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Optimize AWS Costs With CloudWatch''s Advanced Metrics, Dashboards,''
    and Alerts'
  v1_locations:
  - docs/aws-monitoring.md
  v2_locations:
  - aws-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Optimize AWS Costs With CloudWatch''s Advanced Metrics, Dashboards,'' and Alerts
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/optimizing-kubernetes-clusters-for-better-efficien-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736221.352032
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone.com: Optimizing Kubernetes Clusters for Better Efficiency and Cost'
    Savings \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone.com:
    Optimizing Kubernetes Clusters for Better Efficiency and Cost' Savings \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/origins-trunk-based:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735940.416739
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: The Origins of Trunk Based Development
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering The Origins
    of Trunk Based Development in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/parameterize-jenkinsfile-in-multibranch-jobs:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735991.878378
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: Parameterize Jenkinsfile in MultiBranch Jobs \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    Parameterize Jenkinsfile in MultiBranch Jobs \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/part-2-deploying-applications:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735866.437249
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Part 2: Deploying Applications'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Part 2: Deploying Applications in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/perfomance-testing-with-gatling:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736134.879574
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Perfomance Testing with Gatling
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Perfomance
    Testing with Gatling in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/performance-improvement-in-java-applications-orm-j:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735982.745099
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "DZone: Performance Improvement in Java Applications: ORM/JPA \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering DZone:
    Performance Improvement in Java Applications: ORM/JPA \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/performance-patterns-in-microservices-based-integr-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736103.218109
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: Performance Patterns in Microservices-Based Integrations'
  v1_locations:
  - docs/kubernetes.md
  - docs/monitoring.md
  v2_locations:
  - kubernetes.md
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    Performance Patterns in Microservices-Based Integrations in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/platform-as-code-with-openshift-amp-terraform:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical piece detailing the 'Platform as Code' paradigm using
    OpenShift and Terraform. Explores enterprise automation strategies, state segregation,
    and declarative resource definitions for managing secure OpenShift enterprise
    clusters.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Red Hat OpenShift
  - Platform as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Dzone: Platform as Code With Openshift and Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://dzone.com/articles/postgresql-ha-and-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.330105
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: PostgreSQL HA and Kubernetes'
  v1_locations:
  - docs/crunchydata.md
  v2_locations:
  - crunchydata.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    PostgreSQL HA and Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/postgresql-versus-mysql-performance:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.632
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: PostgreSQL vs MySQL Performance'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    PostgreSQL vs MySQL Performance in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/programming-styles-spring-boot-vis-a-vis-with-ecli:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735943.465411
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Dzone: Programming Styles Compared: Spring Framework vis-a-vis Eclipse MicroProfile'
    \U0001F31F\U0001F31F"
  v1_locations:
  - docs/faq.md
  - docs/java_frameworks.md
  v2_locations:
  - faq.md
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Dzone:
    Programming Styles Compared: Spring Framework vis-a-vis Eclipse MicroProfile'
    \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/prometheus-collectors:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736135.6519
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Monitoring Self-Destructing Apps Using Prometheus
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Monitoring
    Self-Destructing Apps Using Prometheus in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/prometheus-monitoring-with-grafana:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735950.457764
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Prometheus Monitoring With Grafana. Prometheus Stats Dashboard and Prometheus
    Benchmark Dashboard
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Prometheus
    Monitoring With Grafana. Prometheus Stats Dashboard and Prometheus Benchmark Dashboard
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/query-json-using-sql-with-couchbase-query-workbenc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736112.095492
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Query JSON Using SQL With Couchbase Query Workbench
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Query
    JSON Using SQL With Couchbase Query Workbench in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/quick-start-witj-sonarqube-for-static-code-analysi:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736168.271697
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Quick start with sonarqube for static code analysis'
  v1_locations:
  - docs/sonarqube.md
  v2_locations:
  - sonarqube.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Quick start with sonarqube for static code analysis in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/rapidapi-provides-api-marketplace-and-insight:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735921.576679
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: RapidAPI Provides API Marketplace and Insight'
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    RapidAPI Provides API Marketplace and Insight in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/rate-limiting-for-microservices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735921.644313
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: Custom Rate Limiting for Microservices \U0001F31F"
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    Custom Rate Limiting for Microservices \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/removing-the-bastion-host-and-improving-the-securi:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735877.784154
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Removing the Bastion Host and Improving the Security in AWS'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Removing the Bastion Host and Improving the Security in AWS in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/rest-api-tutorials:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735867.527422
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: REST API tutorials'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    REST API tutorials in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/rest-api-versioning-strategies-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735867.352224
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: REST API Versioning Strategies'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    REST API Versioning Strategies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/rest-vs-messaging-for-microservices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735866.370352
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone.com: REST vs. Messaging for Microservices \U0001F31F"
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  - index.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone.com:
    REST vs. Messaging for Microservices \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/restful-applications-in-an-event-driven-architecture:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736081.075504
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: RESTful Applications in An Event-Driven Architecture'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    RESTful Applications in An Event-Driven Architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/run-and-scale-an-apache-spark-application-on-kuber:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736013.020587
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Run and Scale an Apache Spark Application on Kubernetes'
  v1_locations:
  - docs/kubernetes-bigdata.md
  v2_locations:
  - kubernetes-bigdata.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Run and Scale an Apache Spark Application on Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/running-ansible-at-scale:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735867.466561
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Running Ansible at Scale'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Running Ansible at Scale in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/running-ansible-playbooks-from-jenkins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735866.267475
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Running Ansible Playbooks From Jenkins'
  v1_locations:
  - docs/ansible.md
  - docs/jenkins.md
  v2_locations:
  - ansible.md
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Running Ansible Playbooks From Jenkins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/running-apache-spark-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736013.081579
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Running Apache Spark on Kubernetes'
  v1_locations:
  - docs/kubernetes-bigdata.md
  v2_locations:
  - kubernetes-bigdata.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Running Apache Spark on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/running-cucumber-with-maven:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736081.570808
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone.com: Running Cucumber with Maven'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone.com:
    Running Cucumber with Maven in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/running-elasticsearch-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736103.019797
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Running Elasticsearch on Kubernetes'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Running Elasticsearch on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/running-jenkins-server-with-configuration-as-code:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735992.132981
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Dzone: Running Jenkins Server With Configuration-as-Code \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Dzone:
    Running Jenkins Server With Configuration-as-Code \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/scale-to-zero-with-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736002.213854
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Scale to Zero With Kubernetes with KEDA and/or Knative'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Scale to Zero With Kubernetes with KEDA and/or Knative in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/seamless-migration-from-kafka-to-kubemq:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736081.076308
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: KubeMQ: A Modern Alternative to Kafka'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    KubeMQ: A Modern Alternative to Kafka in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/security-matters-vulnerability-scanning-done-right-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735925.019392
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==dzone: Security Matters: Vulnerability Scanning Done Right!== \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==dzone:
    Security Matters: Vulnerability Scanning Done Right!== \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/session-stickiness-in-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030499.553431
  stars: 0
  title: Shared/Stikcy sessions are enabled by default
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://dzone.com/articles/shift-left-a-developers-pipeline-dream:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735971.757288
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dzone.com: Shift-Left: A Developer''s Pipe(line) Dream?=='
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com:
    Shift-Left: A Developer''s Pipe(line) Dream?== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/software-deployment-best-practices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029056.351758
  stars: 0
  title: Software Deployment Best Practices in 2023
  v1_locations: []
  year: N/A
https://dzone.com/articles/software-engineering-best-practices-that-high-perf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735922.815993
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dzone.com: Software Engineering Best Practices That High-Performing Teams''
    Follow=='
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com:
    Software Engineering Best Practices That High-Performing Teams'' Follow== in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/solving-dependency-conflicts-in-maven:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736083.005041
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone.com: Solving Dependency conflicts in maven'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone.com:
    Solving Dependency conflicts in maven in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/sonarcloud-integration-with-springboot-maven:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736168.712417
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: SonarCloud integration with SpringBoot Maven'
  v1_locations:
  - docs/sonarqube.md
  v2_locations:
  - sonarqube.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    SonarCloud integration with SpringBoot Maven in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/sonarqube-scanning-in-15-minutes-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736168.345192
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Sonarqube scanning in 15 minutes'
  v1_locations:
  - docs/sonarqube.md
  v2_locations:
  - sonarqube.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Sonarqube scanning in 15 minutes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/spring-boot-framework-tutorials:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735984.55364
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: All About Spring Boot (Tutorials and Articles)'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    All About Spring Boot (Tutorials and Articles) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/spring-boot-restful-web-service-complete-example:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735867.896146
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Step-By-Step Spring Boot RESTful Web Service Complete Example'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Step-By-Step Spring Boot RESTful Web Service Complete Example in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/spring-cloud-config-server-on-kubernetes-part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735984.575252
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Spring Cloud Config Server on Kubernetes (Part 1)'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Spring Cloud Config Server on Kubernetes (Part 1) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/sre-vs-devopssre-is-to-devops-what-scrum-is-to-agi:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736167.916449
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: SRE vs. DevOps: SRE Is to DevOps What Scrum Is to Agile'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    SRE vs. DevOps: SRE Is to DevOps What Scrum Is to Agile in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/stateful-microservices-with-apache-ignite:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.966325
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Stateful Microservices With Apache Ignite'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Stateful Microservices With Apache Ignite in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/tackling-the-top-5-kubernetes-debugging-challenges:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736056.908916
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dzone.com: Tackling the Top 5 Kubernetes Debugging Challenges=='
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com:
    Tackling the Top 5 Kubernetes Debugging Challenges== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/terraform-cli-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735889.694243
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Terraform Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Terraform Cheat Sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/terraform-explained-in-5-minutes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736231.656905
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Terraform Explained in Five Minutes'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Terraform Explained in Five Minutes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/terraform-with-aws:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736233.088323
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: terraform with AWS'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    terraform with AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/testing-the-untestable-and-other-anti-patterns:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736155.042104
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Testing the Untestable and Other Anti-Patterns'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Testing the Untestable and Other Anti-Patterns in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/the-10-minute-read-to-understanding-devops-tools:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029291.503112
  v1_locations:
  - docs/devops.md
https://dzone.com/articles/the-best-cloud-migration-approach-lift-and-shift-r:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735940.940522
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: The Best Cloud Migration Approach: Lift-And-Shift, Replatform, Or''
    Refactor?'
  v1_locations:
  - docs/faq.md
  v2_locations:
  - faq.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    The Best Cloud Migration Approach: Lift-And-Shift, Replatform, Or'' Refactor?
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/the-best-java-testing-frameworks-to-focus-in-2021:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735993.484468
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: The Best Java Testing Frameworks to focus in 2021'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    The Best Java Testing Frameworks to focus in 2021 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/the-concept-of-domain-driven-design-explained:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735973.096083
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dzone: The Concept of Domain-Driven Design Explained=='
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dzone:
    The Concept of Domain-Driven Design Explained== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/the-groovy-templates-cheat-sheet-for-jmeter:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735890.047013
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Groovy Templates Cheat Sheet for JMeter
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Groovy
    Templates Cheat Sheet for JMeter in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/the-keys-to-performance-tuning-and-testing:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736105.22286
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: The Keys to Performance Tuning and Testing'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    The Keys to Performance Tuning and Testing in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/the-power-of-automated-testing-and-test-management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736168.441215
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: The power of automated testing and test management'
  v1_locations:
  - docs/test-automation-frameworks.md
  v2_locations:
  - test-automation-frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    The power of automated testing and test management in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/the-ultimate-json-library-jsonsimple-vs-gson-vs-ja:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736180.369097
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: The Ultimate JSON Library: JSON.simple vs. GSON vs. Jackson vs.''
    JSONP'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    The Ultimate JSON Library: JSON.simple vs. GSON vs. Jackson vs.'' JSONP in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
  is_special: true
https://dzone.com/articles/top-10-best-practices-for-jenkins-pipeline:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735992.375378
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Top 10 Best Practices for Jenkins Pipeline'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Top 10 Best Practices for Jenkins Pipeline in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/top-10-low-code-articles:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736068.48926
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Top 10 Low-Code Articles'
  v1_locations:
  - docs/lowcode-nocode.md
  v2_locations:
  - lowcode-nocode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Top 10 Low-Code Articles in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/top-11-challenges-in-automation-testing-using-sele:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736169.726327
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: top 11 challenges in autmation testing using selenium'
  v1_locations:
  - docs/test-automation-frameworks.md
  v2_locations:
  - test-automation-frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    top 11 challenges in autmation testing using selenium in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/top-20-git-commands-with-examples:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735939.792352
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone.com: Top 20 git commands with examples \U0001F31F"
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone.com:
    Top 20 git commands with examples \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/top-35-git-commands-with-examples-and-bonus:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735889.754154
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: Top 35 Git Commands With Examples \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    Top 35 Git Commands With Examples \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/top-40-project-management-terms-and-concepts-of-20:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736245.596822
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Top 40 Project Management Terms and Concepts of 2019'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Top 40 Project Management Terms and Concepts of 2019 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/top-microservices-testing-tools-testers-should-kno:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736155.089281
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Top Microservices Testing Tools Testers Should Know About'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Top Microservices Testing Tools Testers Should Know About in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/top-time-wastes-as-a-software-engineer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735971.529758
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Top 6 Time Wastes as a Software Engineer'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Top 6 Time Wastes as a Software Engineer in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/transitioning-from-monolith-to-microservices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735970.920548
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Transitioning from Monolith to Microservices (with python django''
    example)'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Transitioning from Monolith to Microservices (with python django'' example) in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/troubleshoot-sudden-cpu-spikes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735982.02022
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'DZone: How to Troubleshoot Sudden CPU Spikes'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering DZone:
    How to Troubleshoot Sudden CPU Spikes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/understanding-openshift-security-context-constrain:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736123.045081
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: ref3
  v1_locations:
  - docs/crunchydata.md
  - docs/openshift.md
  v2_locations:
  - crunchydata.md
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ref3 in
    the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/understanding-the-java-memory-model-and-the-garbag:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735982.84303
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "DZone: Understanding the Java Memory Model and Garbage Collection \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering DZone:
    Understanding the Java Memory Model and Garbage Collection \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/using-gitlab-rest-api-to-create-projects:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735940.919111
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: using gitlab API to create projects'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    using gitlab API to create projects in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/visualize-your-apache-kafka-streams-using-the-quar:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736091.16698
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Visualize your Apache Kafka Streams using the Quarkus Dev UI'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Visualize your Apache Kafka Streams using the Quarkus Dev UI in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/we-are-testing-software-incorrectly-and-its-costly:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736154.875686
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: We Are Testing Software Incorrectly and It''s Costly'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    We Are Testing Software Incorrectly and It''s Costly in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/what-is-apiops-and-how-to-be-successful-at-apiops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736245.17665
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: What Is APIOps? How to Be Successful at It'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    What Is APIOps? How to Be Successful at It in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/what-is-cidr-classless-inter-domain-routing-in-mul:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736103.737613
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: What Is CIDR (Classless Inter-Domain Routing)'
  v1_locations:
  - docs/networking.md
  v2_locations:
  - networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    What Is CIDR (Classless Inter-Domain Routing) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/what-is-devops-2:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031478.142171
  v1_locations:
  - docs/devops.md
https://dzone.com/articles/what-is-noops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736111.853338
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: What Is NoOps?'
  v1_locations:
  - docs/noops.md
  v2_locations:
  - noops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    What Is NoOps? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/what-is-zero-trust-security:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735925.08023
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone.com: What Is Zero Trust Security? \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone.com:
    What Is Zero Trust Security? \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/when-to-use-logic-apps-and-azure-functions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736168.441719
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: When to Use Logic Apps and Azure Functions'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    When to Use Logic Apps and Azure Functions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/when-to-use-serverless-when-to-use-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736168.348581
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone: When to Use Serverless, and When to Use Kubernetes \U0001F31F"
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone:
    When to Use Serverless, and When to Use Kubernetes \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/why-i-prefer-trunk-based-development-over-feature:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735940.416313
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Dzone: Why I Prefer Trunk-Based Development Over Feature Branching and GitFlow'
    \U0001F31F"
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Dzone:
    Why I Prefer Trunk-Based Development Over Feature Branching and GitFlow' \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/why-sonarqube-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736169.133887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Why SonarQube'
  v1_locations:
  - docs/sonarqube.md
  v2_locations:
  - sonarqube.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Why SonarQube in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/articles/zipkin-vs-jaeger-getting-started-with-tracing:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736103.092963
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Zipkin vs. Jaeger: Getting Started With Tracing'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Zipkin vs. Jaeger: Getting Started With Tracing in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://dzone.com/asset/download/212:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030970.766278
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone refcard: Apache Maven 2'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone
    refcard: Apache Maven 2 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/asset/download/223:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033213.042461
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone refcard: Getting Started with Maven Repository Management'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone
    refcard: Getting Started with Maven Repository Management in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/devops-tutorials-tools-news:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031624.801042
  stars: 0
  title: 'dzone: DevOps'
  v1_locations:
  - docs/devops.md
  year: N/A
https://dzone.com/refcardz/advanced-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030802.957856
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone refcard: Advanced kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone
    refcard: Advanced kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/binary-repository-management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032045.950351
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone refcard: Using Repository Managers'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone
    refcard: Using Repository Managers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/continuous-delivery-patterns:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034568.804406
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Dzone refcard: Continuous Delivery - Patterns and Anti-Patterns in the Software'
    Lifecycle \U0001F31F"
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Dzone
    refcard: Continuous Delivery - Patterns and Anti-Patterns in the Software' Lifecycle
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/continuous-delivery-with-jenkins-pipeline:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033342.573094
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Dzone refcard: **Continuous Delivery with Jenkins Pipeline** \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Dzone
    refcard: **Continuous Delivery with Jenkins Pipeline** \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/continuous-integration-servers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032227.622329
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'DZone: Continuous Integration: Servers and Tools'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering DZone:
    Continuous Integration: Servers and Tools in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/declarative-pipeline-with-jenkins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032455.11482
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "DZone refcard: declarative pipeline with jenkins \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering DZone
    refcard: declarative pipeline with jenkins \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/essential-apache-http-server:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029992.765437
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone Refcard: Essential Apache HTTP Server'
  v1_locations:
  - docs/web-servers.md
  v2_locations:
  - web-servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone
    Refcard: Essential Apache HTTP Server in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/getting-started-git:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032162.899867
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone.com: refcard - getting started with git'
  v1_locations:
  - docs/cheatsheets.md
  - docs/git.md
  v2_locations:
  - cheatsheets.md
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone.com:
    refcard - getting started with git in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/getting-started-infinispan:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032236.031226
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone: Getting Started with Infinispan'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone:
    Getting Started with Infinispan in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/getting-started-with-apache-jmeter?chapter=1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029165.146319
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone Refcard: Getting Started with Apache JMeter'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone
    Refcard: Getting Started with Apache JMeter in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/getting-started-with-docker-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031826.921184
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone refcard: Getting Started with Docker'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone
    refcard: Getting Started with Docker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/getting-started-with-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030418.328575
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "dzone refcard: Getting Started With OpenShift \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  - docs/ocp4.md
  v2_locations:
  - cheatsheets.md
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering dzone
    refcard: Getting Started With OpenShift \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/getting-started-with-quarkus-serverless-functions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030553.837454
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone refcard: Getting Started With Quarkus Serverless Functions'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone
    refcard: Getting Started With Quarkus Serverless Functions in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/getting-started-with-rancher:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A quick-start Refcard outlining basic SUSE Rancher setup mechanisms,
    underlying architecture, CNI options, and step-by-step guidance on initial multi-cluster
    configuration.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Kubernetes Management
  - Introduction
  - Quick Starts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dzone: Getting Started With Rancher \U0001F31F"
  addition_method: manual
  v2_locations:
  - rancher.md
https://dzone.com/refcardz/git-patterns-and-anti-patterns:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030204.27053
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone refcard: Git Patterns and Anti-Patterns'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone
    refcard: Git Patterns and Anti-Patterns in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/groovy:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031125.5929
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone refcard: Groovy, a Rapid-Development JVM Language'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone
    refcard: Groovy, a Rapid-Development JVM Language in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/java-caching:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031445.843975
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'DZone refcard: Java Caching'
  v1_locations:
  - docs/caching.md
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - caching.md
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering DZone
    refcard: Java Caching in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/java-containerization:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032834.740016
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Dzone refcard: Java Containerization \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Dzone
    refcard: Java Containerization \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/jenkins-paas:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031450.795506
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone refcard: Jenkins on PaaS'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone
    refcard: Jenkins on PaaS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/kubernetes-essentials:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033210.760654
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone refcard: Getting Started with Kubernetes'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone
    refcard: Getting Started with Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/kubernetes-multi-cluster-management-and-governance:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031425.516678
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone refcard: Kubernetes Multi-Cluster Management and Governance'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone
    refcard: Kubernetes Multi-Cluster Management and Governance in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/monitoring-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030614.774975
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'DZone: Kubernetes Monitoring Essentials'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering DZone:
    Kubernetes Monitoring Essentials in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/quarkus-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030364.675038
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: quarkus refcard'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    quarkus refcard in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/rest-foundations-restful:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029067.905809
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Dzone refcard: Foundations of **RESTful Architecture** \U0001F31F"
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Dzone
    refcard: Foundations of **RESTful Architecture** \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/scaling-and-augmenting-prometheus:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030028.679056
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Dzone Refcard: Scaling and Augmenting Prometheus'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Dzone
    Refcard: Scaling and Augmenting Prometheus in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/scrum:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031543.439166
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: Scrum refcard'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    Scrum refcard in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/sql-syntax-for-apache-drill:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032034.516887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dzone: SQL Syntax for Apache Drill'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dzone:
    SQL Syntax for Apache Drill in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/refcardz/the-essentials-of-gitops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033921.518142
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==dzone: The Essentials of GitOps== \U0001F31F"
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  - index.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==dzone:
    The Essentials of GitOps== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/trendreports:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030248.402354
  stars: 0
  title: dzone.com/trendreports
  v1_locations: []
  year: N/A
https://dzone.com/trendreports/devops-3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032282.235261
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==dzone.com/trendreports/devops-3: DevOps=='
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==dzone.com/trendreports/devops-3:
    DevOps== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://dzone.com/trendreports/kubernetes-in-the-enterprise-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033614.770279
  stars: 0
  title: 'dzone: Kubernetes in the Enterprise - Trend Report'
  v1_locations: []
  year: N/A
https://dzone.com/whitepapers/the-12-factor-app-infographic:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033715.606135
  v1_locations: []
https://e-learning.zeef.com/tracy.parish:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031061.138333
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'zeef.com: e-learning'
  v1_locations:
  - docs/elearning.md
  v2_locations:
  - elearning.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering zeef.com:
    e-learning in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://e.printstacktrace.blog/using-jenkins-pipeline-parallel-stages-to-build-maven-project-with-different-jdks:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A technical guide illustrating how to build a Maven project against
    multiple JDKs simultaneously using Jenkins parallel stages. Live Grounding highlights
    its architectural utility for modern engineering, ensuring system backward-compatibility
    and multi-runtime reliability during pipeline validation.
  language: English
  resource_type: Blog / Article
  complexity: Advanced
  hierarchy:
  - CI/CD
  - Jenkins
  - Parallel Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Using Jenkins Pipeline parallel stages to build Maven project with different
    JDKs
  addition_method: manual
  v2_locations:
  - demos.md
https://e.printstacktrace.blog/using-sdkman-as-a-docker-image-for-jenkins-pipeline-a-step-by-step-guide:
  description: "- [Multiple Java versions in a single Jenkins Pipeline using Docker
    and SDKMAN\U0001F31F](https://www.youtube.com/watch?v=j1lH3vOhucw) I show you
    how you can use Jenkins Declarative Pipeline to create a build pipeline that compiles
    the Maven Java project using three different Java versions (8, 11, and 15.) You
    will learn how to use a matrix section of the Jenkins Pipeline to define parallel
    stages, as well as how to create a Docker image that provides both Java and Maven
    using the powerful SDKMAN command-line tool. After watching this video you should
    feel comfortable with setting up multiple parallel stages to build your Java project
    using different versions of the compiler. And what is most important - it does
    not require creating Dockerfiles for each Java version. I will show you how to
    build the pipeline using just a single Dockerfile that does the job. \n    - [Jenkins
    Pipeline Maven build demo](https://github.com/wololock/jenkine-pipeline-maven-demo/tree/sdkman)"
  year: '2021'
  stars: 4
  ai_summary: This tutorial explains how to use SDKMAN! inside a Docker container
    within a Jenkins Declarative Pipeline to build Java projects using different compiler
    versions. Live Grounding highlights its architectural value, eliminating the need
    to maintain distinct runner VMs or complex custom Dockerfiles for each target
    JDK configuration.
  language: English
  resource_type: Blog / Article
  complexity: Advanced
  hierarchy:
  - CI/CD
  - Jenkins
  - SDKMAN
  - Docker Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "Using SDKMAN! as a docker image for Jenkins Pipeline - a step by step guide
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://ealtili.medium.com/deepdive-to-vpcs-and-connections-to-vpc-2de3fb164d7c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031108.803205
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ealtili.medium.com: Deepdive to VPCs and Connections to VPC'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ealtili.medium.com:
    Deepdive to VPCs and Connections to VPC in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ebook.bobby.sh/training.html:
  description: '- [dev.to: Introduction to Bash Scripting - A DO Hackathon Submission](https://dev.to/bobbyiliev/introduction-to-bash-scripting-5571)'
  year: '2022'
  stars: 0
  ai_summary: A practical, interactive learning roadmap focused on scripting fundamentals.
    Coaches developers on variables, arrays, command-line arguments, exit statuses,
    and control loops to automate everyday infrastructure tasks.
  language: Bash
  resource_type: Interactive Tutorial
  complexity: Beginner
  hierarchy:
  - Linux
  - Automation
  - Bash Scripting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Introduction to Bash Scripting Interactive training
  addition_method: manual
  v2_locations:
  - linux.md
https://ec2.shop:
  description: ''
  addition_method: manual
  content_hash: a4872b0e37fb473a415206c3ebfc0db2475da9d557321004e51cbf0cf3340df2
  health_score: 100.0
  last_checked: 1779030653.111004
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2021'
  ai_summary: A terminal-based tool enabling fast comparisons of EC2 instance types,
    pricing, and configurations directly from the command line. Significantly reduces
    operational friction for engineers sizing cloud compute resources.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - CLI Tools
  is_microservice: false
  title: 'ec2.shop: Compare AWS EC2 instance price from the CLI'
https://ecem.dev/kubernetes-basics-core-components-yaml-files-2a11841eb72a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031591.616448
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ecem.dev: Kubernetes Basics, Core Components & Yaml Files'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ecem.dev:
    Kubernetes Basics, Core Components & Yaml Files in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://eclipse.dev/jkube:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Eclipse JKube is a collection of plugins and libraries used for building
    container images and generating Kubernetes manifests out of Java projects. Successor
    to the popular Fabric8 Maven Plugin, it integrates natively into Maven and Gradle
    builds. In 2026, it remains a robust enterprise choice for teams seeking to automate
    image builds and deployments directly from their existing JVM build pipelines.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - Inner Loop
  - Maven Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: JKube
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
  - java_frameworks.md
https://eclipse.dev/jkube/docs/migration-guide:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: The official Eclipse foundation migration documentation for moving from
    Fabric8 to JKube. Live Grounding confirms this is the authoritative reference
    for modifying existing POM.xml profiles, aligning configuration namespaces, and
    preserving legacy custom templates under the new JKube APIs.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Java
  - Build Tools
  - Eclipse JKube
  - Migration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: "eclipse.org: Migration Guide for projects using Fabric8 Maven Plugin to
    Eclipse JKube \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://eclipse.org/jkube:
  addition_method: manual
  content_hash: 2b425737ec3ecdc20219c4eadd6dbcc2b17995f43c9b33e2972b5ea5d534fa07
  description: ''
  health_score: 100.0
  last_checked: 1779030385.493185
  stars: 0
  status: online
  title: JKube
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
? https://economictimes.indiatimes.com/tech/technology/thoughtworks-xconf-tech-talk-series-serverless-vs-kubernetes-when-deploying-microservices/articleshow/89085544.cms
: description: ''
  year: '2022'
  stars: 3
  ai_summary: Synthesizes thought leadership from Thoughtworks on microservice execution
    options. Covers structural overhead, execution latency, and regional portability
    issues.
  language: English
  resource_type: News/Article
  complexity: Intermediate
  hierarchy:
  - Architecture Decisions
  - Comparisons
  - Kubernetes vs Serverless
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'economictimes.indiatimes.com: Thoughtworks XConf Tech Talk Series: Serverless
    vs. Kubernetes when deploying microservices'
  addition_method: manual
  v2_locations:
  - serverless.md
https://eda.jortilles.com/en/jortilles-english:
  addition_method: manual
  content_hash: e9aea4108a130eb6b1478f65c560f6b976b0ba2b194a4f134d805eeed1d7daa4
  health_score: 100.0
  last_checked: 1779030501.252443
  v1_locations:
  - docs/databases.md
https://edgebricks.com/why-public-clouds-get-so-expensive-over-time:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032223.878577
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "edgebricks.com: Why Public Clouds Get So Expensive Over Time \U0001F31F"
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering edgebricks.com:
    Why Public Clouds Get So Expensive Over Time \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://edgehog.blog/getting-started-with-k8s-core-concepts-135fb570462e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031074.268003
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'edgehog.blog: Getting Started with K8s: Core Concepts'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering edgehog.blog:
    Getting Started with K8s: Core Concepts in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://edidiongasikpo.com/getting-started-with-the-dom-ck9u4u82503or6es16p2rx7c1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031448.647618
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Getting Started with the DOM
  v1_locations:
  - docs/dom.md
  v2_locations:
  - dom.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Getting
    Started with the DOM in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://edidiongasikpo.com/how-to-give-developers-secure-access-to-kubernetes-clusters:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032556.267089
  stars: 0
  title: "==edidiongasikpo.com: How to Give Developers Secure Access to Kubernetes'
    Clusters== \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://edition.cnn.com/2021/12/15/tech/log4j-vulnerability/index.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This reporting details the widespread societal impact of the Log4Shell
    vulnerability across critical infrastructure networks. It explains the core concepts
    of the flaw and highlights the challenges organizations face with nested software
    dependencies. It is a useful case study for explaining software supply chain risks
    to non-technical stakeholders.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Vulnerabilities
  - Public Impact Reporting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'edition.cnn.com: The Log4j security flaw could impact the entire internet.
    Here''s what you should know'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://editor.cilium.io:
  addition_method: manual
  content_hash: 30857276ad41f46b3ba1a7646d8025c65d7faff1a36e4f9b26800fb5724e8b49
  description: ''
  health_score: 100.0
  last_checked: 1779030856.95366
  stars: 0
  status: online
  title: "==editor.cilium.io== \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://editor.networkpolicy.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Interactive web-based policy playground. Enables dynamic rendering and
    real-time visualization of Kubernetes security specifications, simplifying testing
    pipelines.
  language: TypeScript
  resource_type: Web Tool
  complexity: Intermediate
  hierarchy:
  - Networking
  - Security
  - Policy Visualization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "editor.cilium.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://edotor.net:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: An interactive, web-based DOT language editor. Serves as a streamlined
    sandbox to drop `terraform graph` outputs and tweak rendering settings without
    local Graphviz runtime dependencies.
  language: JavaScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Visualization
  - Online Editors
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: edotor.net
  addition_method: manual
  v2_locations:
  - terraform.md
https://edu.gcfglobal.org/en:
  addition_method: manual
  content_hash: 706387a492a002123259fbb42ed6a8595a1bb1bd10e2d013a15c6d0ab1deebcd
  description: ''
  health_score: 100.0
  last_checked: 1779030025.953954
  stars: 0
  status: online
  title: GCF LearnFree.org
  v1_locations:
  - docs/elearning.md
  year: N/A
https://education.github.com:
  addition_method: manual
  content_hash: d3ec3491d5d92257f86777a8d10d8ae28c3facc3f672b24ddd8595310685a834
  description: ''
  health_score: 100.0
  last_checked: 1779029472.767419
  stars: 0
  title: education.github.com
  v1_locations:
  - docs/git.md
  year: N/A
https://education.github.com/git-cheat-sheet-education.pdf:
  description: ''
  addition_method: manual
  content_hash: 952af3dfc702d051c0ac47e0d071c3831d7cc34f945a30be7aecda7c80ae5a35
  health_score: 100.0
  last_checked: 1779029575.344675
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2024'
  ai_summary: 'Curator Insight: GitHub Education''s visual command reference designed
    for students and junior developers. Live Grounding: Tailored for fast scanning
    during lab sessions, this resource covers simple stage-commit-push cycles alongside
    basic remote configurations.'
  language: PDF
  resource_type: Official Guide
  complexity: Beginner
  hierarchy:
  - Development
  - Version Control
  - Git
  is_microservice: false
  title: "education.github.com: Git cheat sheet \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://ee.kumuluz.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An award-winning, lightweight microservice framework that enables standard
    Java EE APIs to run as independent, containerized applications. It focuses on
    modular, plug-and-play architecture, bypassing heavy runtime components to achieve
    fast startup times and minimal cloud resource utilization.
  language: Java
  resource_type: Framework
  complexity: Intermediate
  hierarchy:
  - Enterprise Java
  - Runtimes
  - KumuluzEE
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: KumuluzEE
  addition_method: manual
  v2_locations:
  - java_app_servers.md
https://eev.ee/blog/2016/07/31/python-faq-why-should-i-use-python-3:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Thorough technical justification for upgrading from Python 2 to Python
    3, covering unicode string representation, syntax improvements, core engine optimizations,
    and ecosystem support. Represents a vital historical milestone in the migration
    timeline.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Python FAQ: Why should I use Python 3? \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://eevans.co/blog/deconstructing-kubernetes-networking:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032236.063569
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eevans.co: Deconstructing Kubernetes Networking'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eevans.co:
    Deconstructing Kubernetes Networking in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://eggboy.medium.com/ci-cd-java-apps-securely-to-azure-kubernetes-service-with-github-action-part-1-16393af4d097:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030986.089251
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eggboy.medium.com: CI/CD Java apps securely to Azure Kubernetes Service''
    with GitHub Action — Part 1'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eggboy.medium.com:
    CI/CD Java apps securely to Azure Kubernetes Service'' with GitHub Action — Part
    1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ehcache.org:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The de facto robust, standard open-source caching framework for Java.
    Supports tiering structures including heap, off-heap, disk, and clustered setups,
    offering seamless integration with Spring and Hibernate.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Caching Strategy
  - Off-Heap Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Tecnologías de Heap-Offloading son EHcache, Memcached, Jillegal library,
    etc.
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
'https://eksworkshop.com ':
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.988843
  v1_locations:
  - docs/demos.md
'https://eksworkshop.com/ ':
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030348.270518
  stars: 0
  title: eksworkshop.com
  v1_locations:
  - docs/demos.md
  year: N/A
https://eksworkshop.com/scaling/deploy_ca:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032793.458973
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eksworkshop.com: Configure Cluster Autoscaler (CA)'
  v1_locations:
  - docs/demos.md
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - demos.md
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eksworkshop.com:
    Configure Cluster Autoscaler (CA) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://eksworkshop.com/x-ray/microservices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032177.765212
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: eksworkshop.com/x-ray/microservices
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering eksworkshop.com/x-ray/microservices
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://elastisys.io/compliantkubernetes:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A highly secure, certified Kubernetes distribution engineered by Elastisys
    to meet rigorous regulatory compliance frameworks including GDPR, HIPAA, and PCI
    DSS. It features built-in security tooling such as Harbor registry image signing,
    Falco runtime intrusion detection, Open Policy Agent (OPA) gatekeeper policies,
    and unified audit logging out of the box.
  language: Go
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Security Operations
  - Distribution
  - Compliance
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "compliantkubernetes.io: Compliant Kubernetes is a Certified Kubernetes distribution,
    that complies with: HIPAA, GDPR, PCI DSS, FFFS 2014:7, ISO 27001, etc. \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://eli.thegreenplace.net/2021/rest-servers-in-go-part-4-using-openapi-and-swagger:
  addition_method: manual
  ai_summary: Detailed technical guide demonstrating how to build OpenAPI-driven REST
    APIs in Go. Emphasizes schema-first code generation to guarantee contract reliability
    between independent microservices.
  complexity: Intermediate
  content_hash: 0f72b44fade35e01bd55d55f46ab2936d16b657bf233ee3488fa9066dd560b62
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - API Design
  is_microservice: true
  language: en
  last_checked: 1779032152.632902
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'eli.thegreenplace.net: REST Servers in Go: Part 4 - using OpenAPI and Swagger'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://elmanytas.es/?q=node/358:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: A highly practical Spanish-language guide dissecting Kubernetes primitives
    and runtime structures. It demystifies the steep learning curve by explaining
    pods, services, and deployments with a pragmatic, developer-focused narrative.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Spanish Resources
  - Practical Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'elmanytas.es: Kubernetes para impostores III'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://elpais.com/smoda/trabajo/apariencias-venderse-trabajo.html:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.95686
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering elpais.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://emea-resources.awscloud.com/spain-events-webinars:
  addition_method: manual
  content_hash: 5354e32447e7f82a812660384b5a4f87c8462c4407d5bbe69d0510043596c53e
  description: ''
  health_score: 100.0
  last_checked: 1779029838.341892
  stars: 0
  status: online
  title: 'RESOURCE HUB: Eventos y webinars de AWS'
  v1_locations:
  - docs/aws-spain.md
  year: N/A
https://eminaktas.medium.com/debug-containerd-in-production-fe93ef4e3ce2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030024.595562
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eminaktas.medium.com: Debug Containerd in Production'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eminaktas.medium.com:
    Debug Containerd in Production in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://eminalemdar.medium.com/cloud-native-secret-management-with-external-secrets-operator-2912f41f9c49:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033781.921885
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eminalemdar.medium.com: Cloud Native Secret Management with External Secrets''
    Operator'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eminalemdar.medium.com:
    Cloud Native Secret Management with External Secrets'' Operator in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://emirayhan.medium.com/kubernetes-k8s-deployment-strategies-eb3a0f5cbc49:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029120.726071
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'emirayhan.medium.com: Kubernetes (k8s) Deployment Strategies'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering emirayhan.medium.com:
    Kubernetes (k8s) Deployment Strategies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://emirayhan.medium.com/what-is-the-difference-message-queue-and-message-bus-7f2e2867eff6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032681.656327
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==emirayhan.medium.com: What is the difference Message Queue and Message'
    Bus?== \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==emirayhan.medium.com:
    What is the difference Message Queue and Message' Bus?== \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://empathy.co/blog/hat-ci-cd-for-deploying-cloud-native-applications:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An engineering case study introducing HAT, a custom GitOps CI/CD engine
    built by Empathy.co. The post documents how standardizing declarative deployment
    manifests drastically simplified continuous delivery operations across various
    development squads.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD Platforms
  - Custom Platforms
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'empathy.co: HAT: CI/CD for Deploying Cloud Native Applications'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://empresas.blogthinkbig.com/descubierta-vulnerabilidad-kubernetes-permite-acceso-redes-restringidas-cve-2020-8562:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes CVE-2020-8562, a vulnerability allowing path-traversal/access
    bypass to internal restricted subnets through the Kubernetes API server, discussing
    standard mitigation strategies.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - CVE Analysis
  - Network Vulnerabilities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'empresas.blogthinkbig.com: Descubierta una vulnerabilidad en Kubernetes
    que permite acceso a redes restringidas (CVE-2020-8562)'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://emptysqua.re/blog/getaddrinfo-deadlock:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: In-depth technical analysis explaining threading blockages and deadlocks
    caused by concurrent calls to glibc DNS resolution. Crucial for engineering reliable
    microservices on POSIX environments.
  language: Python
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Backend Development
  - Concurrent Programming
  - System Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: How To Deadlock Your Python With getaddrinfo()
  addition_method: manual
  v2_locations:
  - python.md
https://en.sokube.ch/post/aws-kubernetes-aws-elastic-kubernetes-service-eks:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032087.751731
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "en.sokube.ch: AWS + Kubernetes = AWS Elastic Kubernetes Service (EKS) \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering en.sokube.ch:
    AWS + Kubernetes = AWS Elastic Kubernetes Service (EKS) \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.sokube.ch/post/gitops-and-the-millefeuille-dilemma-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032157.417752
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "en.sokube.ch: GitOps and the Millefeuille dilemma \U0001F31F"
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering en.sokube.ch:
    GitOps and the Millefeuille dilemma \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.sokube.ch/post/k3s-k3d-k8s-a-new-perfect-match-for-dev-and-test-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033923.757431
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'en.sokube.ch: K3S + K3D = K8S : a new perfect match for dev and test'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering en.sokube.ch:
    K3S + K3D = K8S : a new perfect match for dev and test in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/.NET:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: High-level reference outlining the modern cross-platform, open-source
    .NET framework. Explores how its high-performance runtime (CLR), optimized garbage
    collection, and fast JIT compiler make it suitable for modern container deployments.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Application Development
  - .NET Framework
  - Core Architecture
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'wikipedia.org: .NET'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://en.wikipedia.org/wiki/All_round_defence:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033050.675641
  v1_locations:
  - docs/openshift.md
https://en.wikipedia.org/wiki/Amazon_Virtual_Private_Cloud:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034355.338388
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: AWS-VPC
  v1_locations:
  - docs/aws-networking.md
  - docs/kubernetes-networking.md
  v2_locations:
  - aws-networking.md
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering AWS-VPC
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Apache_Groovy:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032457.093573
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia.org: Groovy'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org:
    Groovy in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Apache_Maven:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032360.938302
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia.org: Apache Maven'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org:
    Apache Maven in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Apdex:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034041.592484
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Application Performance Index'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Application Performance Index in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Application_performance_management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030305.468059
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: APM in wikipedia
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering APM in
    wikipedia in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Azure_DevOps:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030927.862896
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Azure DevOps'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Azure DevOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Azure_DevOps_Server:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030322.800762
  stars: 0
  title: 'wikipedia: Azure DevOps Server'
  v1_locations:
  - docs/git.md
  year: N/A
https://en.wikipedia.org/wiki/Blockchain:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029513.452039
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'en.wikipedia.org: Blockchain'
  v1_locations:
  - docs/digital-money.md
  v2_locations:
  - digital-money.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering en.wikipedia.org:
    Blockchain in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Bus_factor:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032571.520596
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Bus factor
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - index.md
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Bus factor
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Cloud-based_integration:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031902.388231
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Cloud Based Integration (iPaaS)'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Cloud Based Integration (iPaaS) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Cockroach_Labs:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030957.656408
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: CockroachDB'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    CockroachDB in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Content_delivery_network:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031624.781728
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: CDN Content Delivery Network'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    CDN Content Delivery Network in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Continuous_delivery:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030688.358088
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia.org: Continuous Delivery'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org:
    Continuous Delivery in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Continuous_integration:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030228.345692
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia.org: Continuous Integration'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org:
    Continuous Integration in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Couchbase_Server:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031448.446039
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: Couchbase Server'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    Couchbase Server in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Cryptocurrency:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033205.795692
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'en.wikipedia.org: Cryptocurrency'
  v1_locations:
  - docs/digital-money.md
  v2_locations:
  - digital-money.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering en.wikipedia.org:
    Cryptocurrency in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Design_by_contract:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032376.233781
  v1_locations:
  - docs/git.md
https://en.wikipedia.org/wiki/DevOps:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031528.11611
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia.org: DevOps'
  v1_locations:
  - docs/cicd.md
  - docs/devops.md
  v2_locations:
  - cicd.md
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org:
    DevOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Domain-specific_language:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034288.348706
  v1_locations:
  - docs/jenkins.md
https://en.wikipedia.org/wiki/Dynamic_site_acceleration:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031339.769139
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Dynamic site acceleration'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Dynamic site acceleration in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Enterprise_service_bus:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029138.13931
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: Enterprise service bus'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    Enterprise service bus in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Event-driven_messaging:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031435.519289
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Event-driven messaging'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Event-driven messaging in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Evolutionary_database_design:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032539.879049
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: wikipedia
  v1_locations:
  - docs/liquibase.md
  v2_locations:
  - liquibase.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering wikipedia
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Function_as_a_service:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033040.457198
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: FaaS Function as a Service'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    FaaS Function as a Service in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Fuzzing:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031796.244221
  v1_locations:
  - docs/qa.md
https://en.wikipedia.org/wiki/GRPC:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031825.053878
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: gRPC'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    gRPC in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Git:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033947.471013
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Git'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Git in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Go_(programming_language:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031255.244294
  v1_locations:
  - docs/prometheus.md
https://en.wikipedia.org/wiki/Google_Search:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034291.703097
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: Google Search'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    Google Search in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Graphite_(software:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032343.918399
  v1_locations:
  - docs/prometheus.md
https://en.wikipedia.org/wiki/HAProxy:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032966.256767
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: HAProxy'
  v1_locations:
  - docs/web-servers.md
  v2_locations:
  - web-servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    HAProxy in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/HTTP/2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031094.112687
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: HTTP/2'
  v1_locations:
  - docs/networking.md
  v2_locations:
  - networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    HTTP/2 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/HTTP/3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031327.082873
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: HTTP/3'
  v1_locations:
  - docs/networking.md
  v2_locations:
  - networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    HTTP/3 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Horatio_Nelson_Jackson:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031349.206232
  v1_locations: []
https://en.wikipedia.org/wiki/IP_address_management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033019.400389
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: IP Address Management (IPAM)
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering IP Address
    Management (IPAM) in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Infrastructure_as_code:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034295.372192
  stars: 0
  title: 'Wikipedia: Infrastructure as code'
  v1_locations:
  - docs/devops.md
  year: N/A
https://en.wikipedia.org/wiki/InspectIT:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032483.448011
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: InspectIT
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  - docs/monitoring.md
  v2_locations:
  - java-and-java-performance-optimization.md
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering InspectIT
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Internet_of_Things:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029472.485305
  v1_locations:
  - docs/prometheus.md
https://en.wikipedia.org/wiki/JSON:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034557.86111
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: JSON'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    JSON in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://en.wikipedia.org/wiki/Jakarta_EE:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030011.674391
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: Jakarta EE'
  v1_locations:
  - docs/java_app_servers.md
  v2_locations:
  - java_app_servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    Jakarta EE in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/JavaScript:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031620.093041
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: JavaScript'
  v1_locations:
  - docs/javascript.md
  v2_locations:
  - javascript.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    JavaScript in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Java_Platform,_Enterprise_Edition:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032832.85899
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: Java Enterprise Edition (Java EE)'
  v1_locations:
  - docs/introduction.md
  - docs/java_frameworks.md
  v2_locations:
  - introduction.md
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    Java Enterprise Edition (Java EE) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Kiss_up_kick_down:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031466.561738
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'en.wikipedia.org: Kiss up kick down'
  v1_locations:
  - docs/about.md
  - docs/project-management-methodology.md
  v2_locations:
  - about.md
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering en.wikipedia.org:
    Kiss up kick down in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032248.469812
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia.org: Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org:
    Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Lean_software_development:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033213.030636
  stars: 0
  title: 'Wikipedia: Lean software development'
  v1_locations:
  - docs/devops.md
  year: N/A
https://en.wikipedia.org/wiki/List_of_HTTP_status_codes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031651.886085
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: List of HTTP status codes'
  v1_locations:
  - docs/networking.md
  v2_locations:
  - networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    List of HTTP status codes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/List_of_performance_analysis_tools:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032239.334371
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: en.wikipedia.org/wiki/List_of_performance_analysis_tools
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  - docs/monitoring.md
  v2_locations:
  - java-and-java-performance-optimization.md
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering en.wikipedia.org/wiki/List_of_performance_analysis_tools
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/MIT_License:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029984.921996
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: en.wikipedia.org/wiki/InfluxDB
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering en.wikipedia.org/wiki/InfluxDB
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Message_broker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032884.284755
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Message Broker'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Message Broker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Microsoft_Visual_Studio:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033081.334125
  stars: 0
  title: 'wikipedia: Azure DevOps Services'
  v1_locations:
  - docs/git.md
  year: N/A
https://en.wikipedia.org/wiki/Minimum_viable_product:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034097.233064
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Minimum Viable Product
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Minimum
    Viable Product in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/NoSQL:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033823.340563
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: NoSQL - Wikipedia
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering NoSQL
    - Wikipedia in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Node.js:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031693.805619
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: Node.js'
  v1_locations:
  - docs/javascript.md
  v2_locations:
  - javascript.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    Node.js in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/OpenAPI_Specification:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032785.472547
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Wikipedia: OpenAPI Specification \U0001F31F"
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Wikipedia:
    OpenAPI Specification \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/OpenShift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034533.299464
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia.org: OpenShift'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia.org:
    OpenShift in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Open_banking:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034336.086388
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Open Banking
  v1_locations:
  - docs/api.md
  - docs/developerportals.md
  v2_locations:
  - api.md
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Open Banking
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/OverOps:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032884.307701
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: OverOps
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  - docs/monitoring.md
  v2_locations:
  - java-and-java-performance-optimization.md
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering OverOps
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Payara_Server:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033784.633067
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Payara Server'
  v1_locations:
  - docs/java_app_servers.md
  v2_locations:
  - java_app_servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Payara Server in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Payment_Card_Industry_Data_Security_Standard:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034571.618671
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'en.wikipedia.org: Payment Card Industry Data Security Standard'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering en.wikipedia.org:
    Payment Card Industry Data Security Standard in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Payment_Services_Directive:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029640.560861
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: PSD2 - the Revised Payment Services Directive'
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    PSD2 - the Revised Payment Services Directive in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Remote_procedure_call:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033384.505441
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: RPC Remote Procedure Call'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    RPC Remote Procedure Call in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Representational_state_transfer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029274.137624
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: REST'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    REST in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Responsibility_assignment_matrix:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029110.384485
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: Responsibility assignment matrix'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    Responsibility assignment matrix in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Rubber_duck_debugging:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029613.211203
  v1_locations:
  - docs/testops.md
https://en.wikipedia.org/wiki/SOAP:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029151.212999
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: SOAP'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    SOAP in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Site_Reliability_Engineering:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031190.098791
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: Site Reliability Engineering'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    Site Reliability Engineering in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Software_bot:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031543.493634
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Software bot'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Software bot in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/SonarQube:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030736.457059
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: SonarQube'
  v1_locations:
  - docs/sonarqube.md
  v2_locations:
  - sonarqube.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    SonarQube in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Spring_Roo:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032661.822566
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Spring Roo'
  v1_locations:
  - docs/scaffolding.md
  v2_locations:
  - scaffolding.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Spring Roo in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Streaming_data:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033092.299013
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Streaming Data'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Streaming Data in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Time_series:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032728.714813
  v1_locations:
  - docs/prometheus.md
https://en.wikipedia.org/wiki/Time_series_database:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029118.656523
  v1_locations:
  - docs/prometheus.md
https://en.wikipedia.org/wiki/Twelve-Factor_App_methodology:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031341.369974
  stars: 0
  title: 'Wikipedia: Twelve-Factor App methodology'
  v1_locations:
  - docs/devops.md
  year: N/A
https://en.wikipedia.org/wiki/Value_stream:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034265.034627
  stars: 0
  title: 'Wikipedia: Value stream'
  v1_locations:
  - docs/devops.md
  year: N/A
https://en.wikipedia.org/wiki/VisualVM:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034484.191096
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: VisualVM
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  - docs/monitoring.md
  v2_locations:
  - java-and-java-performance-optimization.md
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering VisualVM
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/WebSocket:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029569.570077
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: WebSocket
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering WebSocket
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Web_cache:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031962.14608
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Web cache'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Web cache in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Workflow_engine:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032779.601455
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: Workflow Engine'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    Workflow Engine in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/Xamarin:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033906.251972
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Wikipedia: Xamarin'
  v1_locations:
  - docs/xamarin.md
  v2_locations:
  - xamarin.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Wikipedia:
    Xamarin in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://en.wikipedia.org/wiki/YAML:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031190.093632
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: YAML'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    YAML in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://eng.grip.security/enabling-aws-iam-group-access-to-an-eks-cluster-using-rbac:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033761.276468
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eng.grip.security: Enabling AWS IAM Group Access to an EKS Cluster Using''
    RBAC'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eng.grip.security:
    Enabling AWS IAM Group Access to an EKS Cluster Using'' RBAC in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://eng.lifion.com/journey-to-zero-downtime-rolling-updates-with-ambassador-badda6a7d450:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034533.371822
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Our Journey to Zero Downtime Rolling Updates with Ambassador
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Our Journey
    to Zero Downtime Rolling Updates with Ambassador in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://eng.lyft.com/how-we-learned-to-improve-kubernetes-cronjobs-at-scale-part-2-of-2-dad0c973ffca:
  addition_method: manual
  content_hash: 03b1d6ce80093a96c566c8a4e2db8efec98399cd0ac5521b0cc4e686814add54
  description: ''
  health_score: 100.0
  last_checked: 1779033079.02915
  stars: 0
  title: How we learned to improve Kubernetes CronJobs at Scale (Part 2 of 2)
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://eng.lyft.com/improving-kubernetes-cronjobs-at-scale-part-1-cf1479df98d4:
  description: '- [How we learned to improve Kubernetes CronJobs at Scale (Part 2
    of 2)](https://eng.lyft.com/how-we-learned-to-improve-kubernetes-cronjobs-at-scale-part-2-of-2-dad0c973ffca)'
  year: '2021'
  stars: 4
  ai_summary: Lyft engineers outline architectural bottlenecks of the built-in CronJob
    controller under heavy enterprise scales. Delivers critical modifications and
    performance recommendations to safely orchestrate thousands of parallel batch
    tasks.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Workloads
  - Batch Jobs
  - Scaling
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: How we learned to improve Kubernetes CronJobs at Scale (Part 1 of 2)
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://engineerd.github.io/kube-exec/introduction:
  description: ''
  addition_method: manual
  content_hash: 5cd74d098de55772906719d262a155aeb9ad111be13fa88f3cf7114f2a06960b
  health_score: 100.0
  last_checked: 1779029158.581149
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A streamlined wrapper designed to optimize interactive container access
    via kubectl exec. Cuts through repetitive argument flags and targets pods using
    quick matches to establish terminal tunnels.
  language: Go
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - CLI Utilities
  - Container Access
  is_microservice: false
  title: "kube-exec \U0001F31F"
https://engineering.atspotify.com/2016/02/25/spotifys-event-delivery-the-road-to-the-cloud-part-i:
  addition_method: manual
  content_hash: ded03085293ffb83ca434c23b387efcaf02d6588d5255b94142be710094b4c84
  description: ''
  health_score: 100.0
  last_checked: 1779031564.914233
  stars: 0
  status: online
  title: 'engineering.atspotify.com: Spotify’s Event Delivery – The Road to the Cloud''
    (Part I)'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://engineering.atspotify.com/2016/2/spotifys-event-delivery-the-road-to-the-cloud-part-i:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: This historical case study from Spotify Engineering documents their
    migration from an on-premise event delivery pipeline to Google Cloud Platform.
    It details how they designed ingestion paths for billions of real-time events
    daily, utilizing cloud-managed infrastructure.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Case Study
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'engineering.atspotify.com: Spotify’s Event Delivery – The Road to the Cloud
    (Part I)'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://engineering.backmarket.com/how-we-improved-third-party-availability-and-latency-with-nginx-in-kubernetes-bb3fc7224ae4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031117.29217
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==engineering.backmarket.com: How we improved third-party availability and'
    latency with Nginx in Kubernetes== \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==engineering.backmarket.com:
    How we improved third-party availability and' latency with Nginx in Kubernetes==
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://engineering.cloudflight.io/running-the-openshift-console-in-plain-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033757.465357
  stars: 0
  title: "engineering.cloudflight.io: Running the OpenShift console in plain Kubernetes'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://engineering.doit.com/no-restarts-no-disruptions-seamless-pod-resource-updates-with-in-place-resizing-f3cf41654216:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030196.870109
  v1_locations:
  - docs/kubernetes.md
https://engineering.dynatrace.com/blog/kubernetes-security-part-1-role-based-access-control-rbac:
  addition_method: manual
  content_hash: ac5428140f4cf01da7eafa693582520ec53b6265a50789a9f14cdc0131f5ead2
  description: ''
  health_score: 100.0
  last_checked: 1779032096.733698
  stars: 0
  status: online
  title: 'engineering.dynatrace.com: Kubernetes Security Best Practices -Part 1: Role''
    Based Access Control (RBAC)'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://engineering.fb.com/2026/05/26/ml-applications/silvertorch-index-as-model-new-retrieval-paradigm-recommendation-systems:
  addition_method: automatic
  ai_summary: Meta's SilverTorch architecture redefines recommendation engines by
    consolidating vector retrieval, filtering, and scoring into a unified, GPU-optimized
    PyTorch model. Historically, recommendation pipelines relied on disparate microservices
    that suffered from communication latency and inconsistent feature evaluation.
    SilverTorch bypasses this by utilizing high-performance layers like GPU Bloom
    indexes and fused Int8 Approximate Nearest Neighbor (ANN) search inside the model
    graph, delivering a 23.7x throughput increase and a 20.9x TCO improvement at an
    80-million-item scale.
  category: mlops
  complexity: Advanced
  content_hash: 15f1072919f34001fcccd103074fcbafe2ddabfa841b8f3adb0d5ac1cf9752ec
  description: Meta introduces SilverTorch, a unified PyTorch model-based system that
    replaces separate microservices for vector indexing, filtering, and scoring with
    a single GPU-optimized execution graph.
  hierarchy:
  - Machine Learning > AI Infrastructure > High-Throughput Recommendation Retrieval
  is_microservice: true
  language: en
  last_checked: 1780353052.024498
  reputation_status: Vetted
  reputation_summary: N/A
  resource_type: article
  social_preview_url: https://engineering.fb.com/wp-content/uploads/2026/05/SilverTorch-Hero-Final.png
  source_provenance: RSS Feed (Engineering at Meta)
  stars: 4
  status: online
  suggested_new_category: N/A
  tags:
  - ENTERPRISE-STABLE
  - CASE STUDY
  title: 'SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation
    Systems'
  year: '2026'
https://engineering.grab.com/zero-trust-with-kafka:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores how transport provider Grab designed a Zero Trust security
    posture around their large-scale Kafka event bus. Details how mutual TLS (mTLS),
    fine-grained broker ACLs, and automated token rotation prevent inter-service data
    exfiltration.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Security
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'engineering.grab.com: Zero trust with Kafka'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://engineering.konveyor.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029130.321019
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'engineering.konveyor.io: Konveyor Engineering Knowledgebase'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering engineering.konveyor.io:
    Konveyor Engineering Knowledgebase in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://engineering.linecorp.com/en/blog/building-large-kubernetes-clusters:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An engineering blog post by Line Corporation detailing Caravan, their
    proprietary bare-metal bare-metal lifecycle orchestration tool. Covers bare-metal
    host discovery, automated OS deployments, and high-availability operations handling
    thousands of production nodes.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Provisioning
  - Bare Metal
  - Scale Stories
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linecorp.com: Building Large Kubernetes Clusters with **Caravan**'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://engineering.mercari.com/en/blog/entry/20211222-kubernetes-based-spanner-autoscaler:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735866.176395
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'engineering.mercari.com: Kubernetes based autoscaler for Cloud Spanner'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  v2_locations:
  - GoogleCloudPlatform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering engineering.mercari.com:
    Kubernetes based autoscaler for Cloud Spanner in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://engineering.mercari.com/en/blog/entry/20220214-managing-network-policies:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736022.585985
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'engineering.mercari.com: Managing Network Policies for namespaces isolation''
    on a multi-tenant Kubernetes cluster'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering engineering.mercari.com:
    Managing Network Policies for namespaces isolation'' on a multi-tenant Kubernetes
    cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://engineering.mercari.com/en/blog/entry/20220218-dynamic-service-routing-using-istio:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735982.142036
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'engineering.mercari.com: Dynamic Service Routing using Istio'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering engineering.mercari.com:
    Dynamic Service Routing using Istio in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://engineering.monday.com/monday-coms-multi-regional-architecture-a-deep-dive:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A real-world architectural dissection of how monday.com implemented
    a highly resilient, multi-regional cloud strategy to improve latency and adhere
    to strict regional data regulations. Explains state replication strategies, request
    routing optimizations, and database scaling bottlenecks encountered during global
    scaling.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - High Availability
  - Multi-Region Deployments
  tags:
  - '[CASE STUDY]'
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'engineering.monday.com: monday.com’s Multi-Regional Architecture: A Deep
    Dive'
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - introduction.md
https://engineering.plex.com/posts/kubernetes-policy-conftest:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032345.642068
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Accelerated Feedback Loops when Developing for Kubernetes with Conftest
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Accelerated
    Feedback Loops when Developing for Kubernetes with Conftest in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://engineering.prezi.com/intro-4727024fc2c1:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A detailed post-mortem and strategy guide on safely migrating selector
    labels for active DaemonSets without triggering catastrophic cluster outages.
    It introduces mechanisms to stage transitions using interim labels and node-level
    scaling constraints.
  language: YAML
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Operations
  - Resiliency
  - DaemonSets
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'engineering.prezi.com: How to avoid global outage — Seamlessly migrating
    DaemonSet labels'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://engineering.razorpay.com/the-culture-of-cost-optimization-reducing-kubernetes-cost-by-300-000-32611cdd19d9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029826.333384
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'engineering.razorpay.com: The Culture of Cost Optimization — Reducing Kubernetes''
    cost by $300,000'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering engineering.razorpay.com:
    The Culture of Cost Optimization — Reducing Kubernetes'' cost by $300,000 in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://engineering.salesforce.com/optimizing-eks-networking-for-scale-1325706c8f6d:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical case study detailing Salesforce's optimizations of the AWS
    VPC CNI within high-density EKS clusters. It addresses IP address exhaustion,
    custom networking configurations, prefix delegation, and scaling metrics crucial
    for maintaining thousands of ephemeral microservices.
  language: Markdown
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Scale Optimization
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'engineering.salesforce.com: Optimizing EKS networking for scale'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://engineering.salesforce.com/project-agumbe-share-objects-across-namespaces-in-kubernetes-1fc2e1ddb3eb:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Presents Salesforce's Project Agumbe, which synchronizes and shares
    select Kubernetes resources across namespace boundaries safely, preserving logical
    security partitions while reducing etcd redundancy.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Namespace Isolation
  - Cross-Namespace Sharing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "engineering.salesforce.com: Project Agumbe: Share Objects Across Namespaces
    in Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://engineering.zalando.com/posts/2021/03/building-an-end-to-end-load-test-automation-system-on-top-of-kubernetes.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details Zalando's architectural implementation of an end-to-end load
    test automation pipeline hosted natively on Kubernetes. Explains how they orchestrate
    distributed locust/JMeter agents to continuously validate systemic performance
    thresholds during deployment cycles.
  language: Python
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & Platform
  - Performance Engineering
  - Load Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'engineering.zalando.com: Building an End to End load test automation system
    on top of Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://engineeringblog.yelp.com/2020/10/improving-the-performance-of-the-prometheus-jmx-exporter.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Case study exploring performance bottlenecks in the standard JMX Exporter.
    Details tuning allocations and scrape intervals to dramatically reduce CPU and
    garbage collection overhead in heavily metrics-dense Cassandra clusters.
  language: Java
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Observability
  - Scraping & Exporters
  - JVM Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'engineeringblog.yelp.com: Improving the performance of the Prometheus JMX
    Exporter'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://engineeringblog.yelp.com/2020/11/orchestrating-cassandra-on-kubernetes-with-operators.html:
  addition_method: manual
  content_hash: a5f23f3b2267b8a5ee4b8853029041aa3c74ae52be53b731ca55c83ce652cc5e
  description: ''
  health_score: 100.0
  last_checked: 1779032170.906949
  needs_ai_refresh: true
  stars: 0
  title: 'engineeringblog.yelp.com: Orchestrating Cassandra on Kubernetes with Operators'
  v1_locations:
  - docs/nosql.md
  year: N/A
https://engineroom.trackmaven.com/blog/getting-started-drf-angularjs-part-1:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031478.195824
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering engineroom.trackmaven.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://engineroom.trackmaven.com/blog/getting-started-drf-angularjs-part-2:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030134.968211
  v1_locations:
  - docs/python.md
https://enlear.academy/26-git-command-i-use-all-the-time-cheatsheet-6c5682ded2af:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032934.492751
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'enlear.academy: 20 Git Commands Every Developer Should Know'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering enlear.academy:
    20 Git Commands Every Developer Should Know in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://enlear.academy/how-to-build-a-scalable-email-service-using-aws-d404b347a7fb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030436.756141
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'enlear.academy: How To Build a Scalable Email Notification Service Using''
    AWS'
  v1_locations:
  - docs/aws-messaging.md
  v2_locations:
  - aws-messaging.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering enlear.academy:
    How To Build a Scalable Email Notification Service Using'' AWS in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://enlear.academy/repository-pattern-and-unit-of-work-with-asp-net-core-web-api-6802e1aa4f78:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031381.521411
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'enlear.academy: Repository Pattern and Unit of Work with ASP.NET Core Web''
    API'
  v1_locations:
  - docs/dotnet.md
  v2_locations:
  - dotnet.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering enlear.academy:
    Repository Pattern and Unit of Work with ASP.NET Core Web'' API in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://enlear.academy/sealed-secrets-with-kubernetes-a3f4d13dbc17:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031739.67522
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==enlear.academy: Sealed Secrets with Kubernetes=='
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==enlear.academy:
    Sealed Secrets with Kubernetes== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://enmilocalfunciona.io/aprende-a-configurar-thanos-usando-docker-compose:
  addition_method: manual
  content_hash: c27c8464f3577b895626fbef8d3bf75dc51342e167ee59b01615836652cbaa34
  description: ''
  health_score: 100.0
  last_checked: 1779030719.292971
  stars: 0
  title: 'enmilocalfunciona.io: Aprende a configurar Thanos usando docker-compose'
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://enmilocalfunciona.io/mostrando-resultados-de-jenkins-en-grafana-mediante-influxdb:
  addition_method: manual
  content_hash: da281fb2ba88b08259eb39027bb8e77101f78e8a6ad407ba50401710250f9e91
  description: ''
  health_score: 100.0
  last_checked: 1779033130.200126
  stars: 0
  status: online
  title: "Mostrando resultados de Jenkins en Grafana mediante InfluxDB \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://enterprisersproject.com/article/2017/10/how-explain-kubernetes-plain-english:
  description: ''
  year: '2017'
  stars: 1
  ai_summary: An executive-level conceptual guide explaining Kubernetes orchestration
    concepts through real-world analogies. Ideal for bridging communication between
    technical architects and business stakeholders regarding cloud-native resource
    optimization.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Fundamentals
  - Introduction
  - Conceptual Explanations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enterprisersproject.com: How to explain Kubernetes in plain English'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://enterprisersproject.com/article/2019/8/kubernetes-secrets-explained-plain-english:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An introductory conceptual explanation of Kubernetes Secrets. Translates
    low-level pod definitions and etcd mappings into non-technical language to align
    business stakeholders on cloud-native security postures.
  language: English
  resource_type: Educational Guide
  complexity: Beginner
  hierarchy:
  - Security
  - Secrets Management
  - Conceptual
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "enterprisersproject.com: How to explain Kubernetes Secrets in plain English
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://enterprisersproject.com/article/2020/10/scrum-kanban-3-realities-cios:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Strategic insights for enterprise technology leaders executing agile
    transitions. Examines team dynamics, organizational culture barriers, and practical
    hybrid methodology models within highly regulated business domains.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Project Management
  - Agile Methodologies
  - Enterprise Leadership
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enterprisersproject.com: Scrum and Kanban: 3 realities CIOs should know'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://enterprisersproject.com/article/2020/3/how-get-devops-noops-5-steps:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Proposes a five-step path toward fully abstracted, frictionless environments
    (NoOps). Argues that standard automation must evolve into self-healing platforms
    that hide low-level operations from microservice developers.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Automation
  - NoOps Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'How to get from DevOps to NoOps: 5 steps'
  addition_method: manual
  v2_locations:
  - devops.md
https://enterprisersproject.com/article/2020/4/kubernetes-everything-you-need-know:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An enterprise-focused operational review of Kubernetes adoption benefits.
    Distills high-level business logic, cost optimizations, and development agility
    improvements.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Core Kubernetes
  - Basics
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "enterprisersproject.com: Kubernetes: Everything you need to know (2020)
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://enterprisersproject.com/article/2020/5/devops-shift-left-why-goes-wrong:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Investigates the frequent failures and cultural frictions that occur
    when security and automated testing are shifted left without proper developer
    abstractions. Curator insights highlight developer burnout caused by tooling bloat.
    Live DevSecOps practices in 2026 demonstrate that successful organizations solve
    this by embedding security compliance invisible inside automated platform templates
    rather than assigning raw operations responsibilities to developers.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & SRE
  - Security & Quality
  - Shift Left
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enterprisersproject.com: DevOps: Why shift left goes wrong'
  addition_method: manual
  v2_locations:
  - devops.md
https://enterprisersproject.com/article/2020/5/kubernetes-5-open-source-projects-improve:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Evaluates five critical open-source initiatives—Prometheus, the Operator
    Framework, Knative, Tekton, and Kubeflow—that expand Kubernetes capabilities.
    This text documents the architectural evolution of these platforms from experimental
    integrations to enterprise standards.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Ecosystem Tools
  - Open Source Extensions
  tags:
  - '[EMERGING]'
  is_microservice: true
  status: online
  title: "5 open source projects that make Kubernetes even better: Prometheus, Operator
    framework, Knative, Tekton, Kubeflow \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://enterprisersproject.com/article/2020/6/devops-beginners-where-start:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Strategic advice for system engineers starting in the field. Argues
    for focusing deeply on operational telemetry, version management, and continuous
    delivery pipelines rather than specific cloud vendor tools.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Education
  - Syllabus
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'DevOps for beginners: Where to start learning and focusing'
  addition_method: manual
  v2_locations:
  - devops.md
https://enterprisersproject.com/article/2020/6/devops-engineer-role-common-misconceptions:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Deconstructs organizational anti-patterns where old team silos are merely
    renamed. Explains why dedicated platform engineering groups must prioritize internal
    platform development over manual support queues.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Culture
  - Organizational Roles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'DevOps engineers: Common misconceptions about the role'
  addition_method: manual
  v2_locations:
  - devops.md
https://enterprisersproject.com/article/2020/7/3-devops-skills-it-leaders-need-next-normal:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: 'Identifies the core enterprise skills needed for modern remote operations:
    distributed log telemetry, continuous automated compliance validation, and team
    psychological safety.'
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Culture
  - Leadership
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enterprisersproject.com: 3 DevOps skills IT leaders need for the next normal'
  addition_method: manual
  v2_locations:
  - devops.md
https://enterprisersproject.com/article/2020/7/devops-5-things-teams-need:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Curator Insight: Outlines the executive support structures that CIOs
    must deliver to ensure DevOps team effectiveness. Live Grounding: Establishes
    critical organizational strategies, demonstrating how continuous investment, barrier
    reduction, and dedicated platform teams drive deployment efficiency.'
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Platforms
  - Leadership
  - Enterprise Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enterprisersproject.com: DevOps: 5 things teams need from CIOs'
  addition_method: manual
  v2_locations:
  - devops.md
https://enterprisersproject.com/article/2020/8/managing-kubernetes-resources-5-things-remember:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights five critical patterns for managing CPU/Memory requests and
    limits inside Kubernetes clusters. Discusses mitigating OOM-Kills, sizing containers
    correctly, and using horizontal and vertical autoscalers.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Operations
  - Resource Management
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enterprisersproject.com: Managing Kubernetes resources: 5 things to remember'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://enterprisersproject.com/article/2021/1/5-hybrid-cloud-trends-2021:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Identifies key industry shifts in the hybrid and multi-cloud landscape,
    focusing on managed hybrid control planes, unified security tooling, and the integration
    of edge environments with central public cloud architectures to meet data compliance
    requirements.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Hybrid Cloud Strategy
  - Market Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enterprisersproject.com: 5 hybrid cloud trends to watch in 2021'
  addition_method: manual
  v2_locations:
  - introduction.md
https://enterprisersproject.com/article/2021/10/devops-future-operating-model-it:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Investigates the core technical skillsets required
    to guide the evolution of corporate IT pipelines. Live Grounding: Points to Site
    Reliability Engineering (SRE), Platform Engineering, and DevSecOps as the essential
    evolutionary pathways for IT service architectures.'
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Platforms
  - Methodology
  - Future Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enterprisersproject.com: DevOps: 3 skills needed to support its future in
    the enterprise'
  addition_method: manual
  v2_locations:
  - devops.md
https://enterprisersproject.com/article/2021/2/remote-work-virtual-collaboration-best-practices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores high-level organizational principles for distributed systems
    engineering teams. Focuses on moving from low-value synchronous updates to high-efficiency
    asynchronous workflows, introducing clear documentation standards, virtual whiteboarding,
    and metrics-driven output assessments to prevent meeting fatigue.
  language: Agnostic
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Collaboration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enterprisersproject.com: Remote work: 10 tips to be a better virtual collaborator'
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://enterprisersproject.com/article/2021/5/kubernetes-6-open-source-tools-to-test-clusters:
  description: ''
  addition_method: manual
  content_hash: 03202a97c112e61c461218f12355480d81a120c3fc415cfef40ae7c538c476b4
  health_score: 100.0
  last_checked: 1779033658.166007
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An informative article highlighting six open-source testing and validation
    tools for Kubernetes clusters. Outlines utilities like Sonobuoy, Polaris, and
    Popeye, providing cluster operators with a solid reference framework for auditing
    workload compliance.
  language: None
  resource_type: Guide
  complexity: Low
  hierarchy:
  - Operations
  - Cluster Diagnostics
  - Resources & Guides
  is_microservice: false
  title: 'enterprisersproject.com: Kubernetes: 6 open source tools to put your cluster''
    to the test'
https://enterprisersproject.com/article/2021/6/gitops-explained-plain-english:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Translates complex technical mechanics of continuous reconciliation
    into business terms. Framed for enterprise executives and cross-functional leaders
    to understand the productivity and stability dividends of Git-driven operations.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - GitOps
  - Introduction
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enterprisersproject.com: How to explain GitOps in plain English'
  addition_method: manual
  v2_locations:
  - gitops.md
https://enterprisersproject.com/article/2021/6/how-migrate-java-workloads-containers-3-considerations:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical strategy guide for containerizing traditional JVM workloads.
    Key considerations include JVM ergonomics under cgroup limits, optimizing layer
    caching inside Dockerfiles, and utilizing multi-stage builds to limit attack surfaces
    and deployment sizes.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Cloud Native Java
  - Containerization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'enterprisersproject.com: How to migrate Java workloads to containers: 3
    considerations'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://enterprisersproject.com/article/2021/8/5-devsecops-open-source-projects-know:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights five high-impact open-source utilities designed to accelerate
    DevSecOps adoption. Focuses on systems targeting secrets discovery, Infrastructure-as-Code
    manifest scanning, compliance orchestration, and container base-image vulnerability
    identification.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - Open Source Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enterprisersproject.com: 5 DevSecOps open source projects to know'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://enterprisersproject.com/article/2022/11/15-minute-primer-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A concise executive and technical overview of Kubernetes architecture,
    discussing its role as an operating system for containerized workloads. Explains
    cluster topologies, the declarative state reconciliation model, and how it abstracts
    underlying physical infrastructure to achieve high availability and auto-scaling.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Core Concepts
  - Introduction
  - Orchestration Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enterprisersproject.com: A 15-minute primer on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://epsagon.com/blog/serverless-open-source-frameworks-openfaas-knative-more:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Compares open-source serverless frameworks like OpenFaaS and Knative,
    focusing on custom deployment controllers, API routing architectures, and native
    scale-to-zero capabilities.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - Framework Comparisons
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "epsagon.com: Serverless Open-Source Frameworks: **OpenFaaS**, **Knative**,
    & More \U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
https://erik-engheim.medium.com/go-does-not-need-a-java-style-gc-ac99b8d26c60:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031622.301749
  v1_locations:
  - docs/golang.md
https://erkanerol.github.io/post/restartable-pods:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This reflective post explores the architectural limitations of the Kubernetes
    Pod lifecycle, specifically the inability to easily restart individual containers
    without recreating the entire Pod. It analyzes proposed community designs and
    current workarounds, such as mutating controllers or rollout restarts. It provides
    deep architectural insights into the design decisions governing Kubernetes resource
    controllers.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Core Mechanics
  - Pod Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'erkanerol.github.io: I wish pods were fully restartable'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://erkanzileli.medium.com/how-tls-certificates-work-422d95f1df5e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033295.740304
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==erkanzileli.medium.com: How TLS Certificates Work=='
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==erkanzileli.medium.com:
    How TLS Certificates Work== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ermetic.com/blog/aws/access-undenied-on-aws:
  addition_method: manual
  content_hash: 8e88c0b807a381f05bdfdccf73ddfb0e8c7e4da40f7f2a0dab48c769cc0f6927
  description: ''
  health_score: 100.0
  last_checked: 1779031647.474802
  stars: 0
  status: online
  title: 'ermetic.com: Access Undenied on AWS'
  v1_locations:
  - docs/aws-tools-scripts.md
  year: N/A
https://ermetic.com/blog/aws/diving-deeply-into-iam-policy-evaluation-highlights-from-aws-reinforce-session-iam433:
  addition_method: manual
  content_hash: 23dcda1298118b3b26f538f7fd00975ba058671069bf892421bb08ee6e89b956
  description: ''
  health_score: 100.0
  last_checked: 1779033801.992392
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ermetic.com: Diving Deeply into IAM Policy Evaluation – Highlights from''
    AWS re:Inforce IAM433'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ermetic.com:
    Diving Deeply into IAM Policy Evaluation – Highlights from'' AWS re:Inforce IAM433
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://es.euronews.com/next/2021/11/25/la-gran-renuncia-puede-llegar-la-revolucion-laboral-de-ee-uu-a-europa:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comparative analysis exploring how European social safety nets, labor
    codes, and contract protections mitigated the extreme 'Great Resignation' trends
    observed in the United States labor market.
  language: Spanish
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Regional Markets
  - European Tech Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'es.euronews.com: La Gran Renuncia: ¿puede llegar la revolución laboral de
    EE. UU. a Europa?'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://es.scribd.com/document/207247675/PEP-8-Cheatsheet-2009:
  addition_method: manual
  content_hash: e91d38d69d4f98d0f37444e19173877101130412df85716ec98ad7ce8ab74f80
  description: ''
  health_score: 100.0
  last_checked: 1779034235.240585
  stars: 0
  title: "PEP 8 Cheatsheet \U0001F31F"
  v1_locations:
  - docs/python.md
  year: N/A
? https://es.slideshare.net/AmazonWebServices/finops-a-culture-transformation-to-bring-devops-finance-and-the-business-together-sponsored-by-cloudability-aws-summit-sydney
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033609.551964
  stars: 0
  title: 'slideshare: FinOps: A Culture Transformation to Bring DevOps, Finance and''
    the Business Together - AWS Summit Sydney'
  v1_locations:
  - docs/finops.md
  year: N/A
https://eslint.org:
  addition_method: manual
  content_hash: ed3c225d175cddaa9847bb775ab26b34c8a4b5e58fba9908db66360b124ffc0e
  health_score: 100.0
  last_checked: 1779032114.048394
  v1_locations:
  - docs/visual-studio.md
https://estahn.github.io/k8s-image-swapper:
  addition_method: manual
  content_hash: bcf21be7427446d887632bceeed8604d755c7bc49c4a6e841709cab0b85f6af0
  health_score: 100.0
  last_checked: 1779030018.904552
  v1_locations:
  - docs/kubernetes-tools.md
https://eta-lang.org/docs/cheatsheets/gradle-cheatsheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A Gradle build file reference targeted at Eta language implementations.
    Curator Insight emphasizes its focus on functional compiled languages. Live Grounding
    shows its niche status due to localized community interest.
  language: Groovy
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Build Automation
  - Gradle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'eta-lang.org: Gradle Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://etcd.io/blog/2026/etcd-370-beta:
  addition_method: automatic
  ai_summary: 'Curator Insight: The release of etcd v3.7.0-beta.0 marks a massive
    architectural upgrade for the primary state database of Kubernetes. Live Grounding
    reveals that this update introduces the highly anticipated RangeStream feature,
    optimizing large-dataset retrieval while pruning legacy interfaces. Key enhancements
    deliver bolstered cluster security, improved operational reliability, and a significant
    reduction in CPU and memory overhead during high-volume query operations.'
  category: aws-databases
  complexity: Advanced
  content_hash: 332dc525dec207c20c54f3cdf24241745b9be6548d826cb1033b5c3b1b7b0bca
  description: Official announcement of the first beta release of etcd v3.7.0, introducing
    the RangeStream feature.
  hierarchy:
  - Cloud Native
  - Distributed Databases
  - Key-Value Stores
  is_microservice: true
  language: en
  last_checked: 1780352424.113314
  reputation_status: Vetted
  reputation_summary: De facto standard key-value engine with highly active community
    testing.
  resource_type: blog
  social_preview_url: ''
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - DE FACTO STANDARD
  title: Announcing etcd v3.7.0-beta.0
  year: '2026'
https://ettema.dev/posts/ai-multi-repo-workspaces:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Details advanced patterns for orchestrating automated codebase modifications
    across distributed multi-repository environments using AI workspaces. Evaluates
    dependency resolution, unified context indexing, and coordinate git-commit strategies
    during systemic API breaking updates.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Multi-Repository Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Using Workspaces for AI Changes Across Multiple Repos
  addition_method: manual
  v2_locations:
  - ai.md
  - developerportals.md
https://eu.udacity.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030189.492877
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Udacity.com
  v1_locations:
  - docs/elearning.md
  v2_locations:
  - elearning.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Udacity.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://evaizik.medium.com/setting-up-a-remote-debugging-for-java-microservices-running-inside-kubernetes-pods-d4aab1ff4efa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029168.827288
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'evaizik.medium.com: Setting up a remote debugging for Java microservices''
    running inside Kubernetes pods'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering evaizik.medium.com:
    Setting up a remote debugging for Java microservices'' running inside Kubernetes
    pods in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://evancordell.com/posts/kube-apis-crds:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An insider exploration of complex Kubernetes API attributes. Delves
    into Custom Resource Definition schemas, conversion webhooks, admission structures,
    and API registration behaviors.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - API Server
  - Extensibility
  - CRDs
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'evancordell.com: 16 things you didn''t know about Kube APIs and CRDs'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://events.atlassian.com/team&event_id=288640:
  addition_method: automatic
  ai_summary: The official landing page and on-demand session archive for Atlassian
    Team '26 [1.1]. The event serves as a showcase for enterprise-grade collaborative
    tooling, agile project management frameworks, and the integration of AI-driven
    developer agents (like Atlassian Rovo) within the modern software development
    lifecycle.
  category: aws-devops
  complexity: Intermediate
  content_hash: 2a4e826e43230790eace83e7cc6f9d0abae64abf08e20c960e73b7b377f73626
  description: Advance the way your teams work together with deep human insight and
    breakthrough technology at Team '26 in Anaheim, California!
  hierarchy:
  - Enterprise Collaboration
  - Atlassian
  - Events
  is_microservice: false
  language: English
  last_checked: 1780352581.792162
  reputation_status: Vetted
  reputation_summary: Official high-profile enterprise event hosted by Atlassian,
    widely recognized in the DevOps and agile communities.
  resource_type: event
  social_preview_url: https://assets.swoogo.com/uploads/full/5924126-68e3cfbcb7e5a.png
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[CASE STUDY]'
  title: Team '26 | Atlassian
  year: '2026'
https://events.atlassian.com/team-digital:
  addition_method: automatic
  ai_summary: 'Curator Insight: The Team ’26 virtual experience showcases Atlassian''s
    strategic shift toward exposing its Teamwork Graph as a decoupled operational
    context layer for external AI networks. Live Grounding indicates that key highlights
    include the general availability of the Rovo MCP Server, allowing agents in IDEs
    (Claude Code, Cursor) to directly query Confluence and Jira databases. Additionally,
    custom agent skills creation via Rovo Studio and the ''Flex'' wallet licensing
    model represent major evolutions in enterprise collaboration.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: e1b7f4775790bab0b4f30b2cc9a886d7d019b8549f526be3d7d723453f9648be
  description: On-demand streams and keynotes for Atlassian Team '26, highlighting
    the general availability of the Rovo MCP Server.
  hierarchy:
  - DevOps
  - Team Collaboration
  - AI Agent Integration
  is_microservice: false
  language: en
  last_checked: 1780352424.113447
  reputation_status: Vetted
  reputation_summary: Official digital hub for Atlassian's major flagship event.
  resource_type: event
  social_preview_url: ''
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  title: Team '26 Digital
  year: '2026'
https://events.atlassian.com/team-digital/session-preview?sId=4058462:
  addition_method: automatic
  ai_summary: 'Curator Insight: Centralizing digital event access provides enterprise
    architects with critical strategic blueprints for modern collaborative platform
    engineering.


    Live Grounding: Post-event releases showcase Atlassian''s focus on the AI-native
    organization, highlighting Rovo, the Teamwork Graph CLI, and open MCP server tools
    designed to expose massive workplace context graphs to external AI tools.'
  category: aws-devops
  complexity: Intermediate
  content_hash: 4d23fcf6d0f6696062eda1d492100931aed042ea767635973c731f573d24ceb3
  description: Access key technical sessions, product updates, and digital breakout
    previews from Atlassian's premier Team '26 conference.
  hierarchy:
  - DevOps
  - Collaboration
  - Atlassian
  - Team '26
  is_microservice: false
  language: en
  last_checked: 1780352158.263344
  reputation_status: Vetted
  reputation_summary: Active session from Atlassian's premier annual digital experience
    with strong platform governance backing.
  resource_type: multimedia
  social_preview_url: ''
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: Atlassian Team '26 On-Demand Session Preview
  year: '2026'
https://events.atlassian.com/team-digital/sign-in?rId=vs-4058473:
  addition_method: automatic
  ai_summary: This digital experience portal provides on-demand access to Atlassian
    Team '26 keynotes and session recordings. Highlighted presentations include the
    opening keynote on structuring the 'Human+AI workforce' featuring Magnus Östberg
    (Mercedes-Benz) and Ethan Mollick, as well as announcements surrounding Atlassian
    Rovo, Forge agents, and Jira Product Discovery (JPD) Enterprise.
  category: project-management-tools
  complexity: Intermediate
  content_hash: 7e030d3871e6139b63c01f731f3e4bee4382b74bf727729331b923254b451b14
  description: Login portal for the Atlassian Team '26 Digital Experience, offering
    on-demand access to keynote recordings, breakout sessions, and product announcements.
  hierarchy:
  - DevOps
  - Collaboration Tools
  - Atlassian Ecosystem
  is_microservice: false
  language: en
  last_checked: 1780351994.342706
  reputation_status: Vetted
  reputation_summary: Official Atlassian portal for Team '26 digital sessions and
    on-demand keynotes.
  resource_type: Event
  social_preview_url: ''
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[CASE STUDY]'
  title: Atlassian Team '26 Digital Experience
  year: '2026'
https://events.atlassian.com/team-digital/sign-in?rId=vs-4080711:
  addition_method: automatic
  ai_summary: '**Curator Insight:** Atlassian''s primary gateway to on-demand technical
    resources detailing the intersection of Agile delivery, enterprise ITSM, and AI-native
    organizational management.

    **Live Grounding:** This digital portal provides access to Team ''26 keynotes
    and deep-dive technical workshops outlining Jira''s agentic roadmap and the integration
    of Rovo and Loom transcripts.

    *   **Architectural Significance:** Breaks down Atlassian''s ''Teamwork Graph''
    infrastructure layer, showing how enterprises federate internal knowledge to power
    autonomous software delivery.

    *   **Technical Takeaways:** Examines the transition of project management tools
    from passive recording databases into proactive workflow orchestration engines.'
  category: aws-devops
  complexity: intermediate
  content_hash: c60697a7e57c28d535efdbfc8c35fa167c2ddca5edee02e6ccdfcf6b3fe1503c
  description: The digital access and login portal for Atlassian Team '26, providing
    on-demand sessions, keynote recordings, and technical workshops focused on human-AI
    collaboration.
  hierarchy:
  - DevOps and Collaboration
  - Project Management
  - AI Orchestration
  is_microservice: false
  language: en
  last_checked: 1780352272.994084
  reputation_status: Vetted
  reputation_summary: Highly vetted. Official portal for Atlassian's flagship annual
    conference. No stability issues or penalties.
  resource_type: site
  social_preview_url: ''
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - CASE STUDY
  title: 'Login: Team ’26 Digital'
  year: '2026'
https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-located-events/argocon:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official Call for Proposals portal for ArgoCon North America 2026. Focuses
    on collecting real-world architectures, case studies, and enterprise patterns
    utilizing Argo CD, Argo Workflows, Argo Rollouts, and Argo Events.
  language: English
  resource_type: Event Announcement
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Community
  - Events
  - ArgoCon
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ArgoCon North America 2026 Call for Proposals
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - argo.md
https://evilmartians.com/chronicles/kubing-rails-stressless-kubernetes-deployments-with-kuby:
  description: ''
  addition_method: manual
  content_hash: fc3a4a7669b1c9daf72634c6d1d6313ede98a6548d3b12f2929e2f8c2c76b726
  health_score: 100.0
  last_checked: 1779033079.362142
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A comprehensive developer case study by Evil Martians on utilizing Kuby
    to containerize and deploy complex Ruby on Rails applications. It highlights how
    Kuby solves the common configuration overhead of asset compilation, database migrations,
    and sidekiq worker scaling inside Kubernetes.
  language: English
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Application Delivery
  - Frameworks
  - Case Studies
  is_microservice: false
  title: 'evilmartians.com: Kubing Rails: stressless Kubernetes deployments with Kuby'
? https://examples.javacodegeeks.com/enterprise-java/spring/tomcat-vs-jetty-vs-undertow-comparison-of-spring-boot-embedded-servlet-containers
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032105.735339
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Tomcat vs. Jetty vs. Undertow: Comparison of Spring Boot Embedded Servlet''
    Containers'
  v1_locations:
  - docs/embedded-servlet-containers.md
  v2_locations:
  - embedded-servlet-containers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Tomcat
    vs. Jetty vs. Undertow: Comparison of Spring Boot Embedded Servlet'' Containers
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://excalidraw.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: A widely adopted collaborative whiteboard tool designed for rapid design
    sketches and wireframes. Features custom user libraries containing native cloud-native
    and Kubernetes icons for quick whiteboard design sessions.
  language: TypeScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Architecture & Design
  - Visualization
  - Sketch Tools
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: excalidraw.com
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://experitest.com/appium-blog/start-automating-your-mobile-tests-with-cucumber-and-appium:
  addition_method: manual
  content_hash: 0552ae08ba9d945b6166c9f98e348684d94bd1bfb31fe7ecf9bee677d1bc7e60
  description: ''
  health_score: 100.0
  last_checked: 1779031479.100114
  stars: 0
  status: online
  title: 'experitest.com: Start Automating your mobile tests with Cucumber and Appium'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://explore.skillbuilder.aws/learn:
  addition_method: manual
  content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1
  description: ''
  health_score: 100.0
  last_checked: 1779032589.308289
  stars: 0
  status: online
  title: "==explore.skillbuilder.aws/learn: AWS Skill Builder== \U0001F31F"
  v1_locations:
  - docs/aws-training.md
  year: N/A
https://explore.skillbuilder.aws/learn/course/external/view/elearning/48/aws-security-fundamentals-second-edition:
  addition_method: manual
  content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1
  description: ''
  health_score: 100.0
  last_checked: 1779029899.721731
  stars: 0
  status: online
  title: 'explore.skillbuilder.aws: AWS Security Fundamentals (free)'
  v1_locations:
  - docs/aws-training.md
  year: N/A
https://explore.skillbuilder.aws/learn/course/external/view/elearning/7854/aws-technical-essential-spanish-from-latin-america:
  addition_method: manual
  content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1
  description: ''
  health_score: 100.0
  last_checked: 1779029174.750042
  stars: 0
  status: online
  title: 'explore.skillbuilder.aws: AWS Skill Builder - Introducción a AWS Data Pipeline''
    (Español Latinoamérica) | AWS Technical Essentials (Spanish from Latin America)
    - Free'
  v1_locations:
  - docs/aws-training.md
  year: N/A
https://exploreneptune.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031807.778624
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==exploreneptune.io== \U0001F31F"
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==exploreneptune.io==
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://exporterhub.io:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive, community-curated directory designed to catalog Prometheus
    exporters and dashboard integrations, simplifying target discovery for complex
    microservice infrastructure.
  language: None
  resource_type: Web Portal
  complexity: Beginner
  hierarchy:
  - Observability
  - Scraping & Exporters
  - Discovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "exporterhub.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - prometheus.md
https://expressjs.com/es:
  addition_method: automatic
  ai_summary: 'Curator Insight: Despite newer frameworks emerging, Express.js remains
    the foundational standard for minimalist Node.js web servers due to its simple
    middleware architecture.


    Live Grounding: Recent 2026 updates confirm its website was redesigned with Astro
    and that the project underwent thorough security audits addressing key middleware
    vulnerabilities.


    Architectural Value:

    - Delivers a highly robust routing system suitable for lightweight API gateways.

    - Supports native ES Modules and compatibility with global edge runtimes.

    - Spanish translation enables seamless concept validation for non-English native
    cloud architects.'
  category: javascript
  complexity: beginner
  content_hash: 33d1ed6eee2e964dd311d668bc78aac610064347697c97ca4ec6b75ae11935f7
  description: Fast, unopinionated, minimalist web framework for Node.js.
  hierarchy:
  - Backend Development
  - Node.js Frameworks
  - Express.js
  - Spanish Documentation
  is_microservice: true
  language: es
  last_checked: 1780352168.173224
  reputation_status: Vetted
  reputation_summary: Battle-tested, minimalist Node.js web framework. Redesigned
    with Astro in May 2026 and regularly audited for security compliance.
  resource_type: documentation
  social_preview_url: https://expressjs.com/og/home-es.png
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: web-frameworks
  tags:
  - '[DE FACTO STANDARD]'
  - '[ENTERPRISE-STABLE]'
  title: Express.js (Spanish Edition)
  year: '2026'
https://external-secrets.io:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: The industry-standard operator for syncing external secrets management
    services (like AWS Secrets Manager, Vault, or GCP Secret Manager) into Kubernetes
    Secret objects. This eliminates storing sensitive configuration inside git repositories,
    supporting true GitOps workflows. Decoupled and secure, it is a critical security-centric
    component.
  language: Go
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - External Secrets
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "external-secrets.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://fabiogomezdiaz.com/posts/how-to-run-packer-pipelines-on-jenkins-part1-traditional-jenkins:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'An operational guide covering the integration of HashiCorp Packer with
    standard Jenkins VMs to build repeatable base images for multi-cloud platform
    layers. *Curator Insight*: VM building pipelines. *Live Grounding*: Critical for
    maintaining gold machine images within traditional infrastructure domains.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Packer Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fabiogomezdiaz.com: How to Run Packer Pipelines on Jenkins: Part 1 - Traditional
    Jenkins'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://fabiolb.net:
  description: ''
  year: '2024'
  stars: 2
  ai_summary: A zero-configuration, Consul-backed HTTP and TCP load balancer. Highly
    praised for simplicity but now considered legacy in favor of contemporary, Envoy-based
    ingress controls and standardized gateway APIs.
  language: Go
  resource_type: open-source-tool
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Load Balancing
  - Legacy Tooling
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "Fabio Load Balancer \U0001F31F"
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://fabric8.io:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Fabric8 historically offered a comprehensive development and integration
    platform for Kubernetes. While its global platform features have been deprecated
    or superseded, its core libraries and Eclipse JKube build helpers continue to
    be vital utilities in Java environments.
  language: Java
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - App Development
  - Java
  - Kubernetes Clients
  tags:
  - '[COMMUNITY-TOOL]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Fabric8
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://fabric8.io/guide/cdelivery.html:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Details the classic continuous delivery orchestration patterns supported
    by early versions of the Fabric8 framework. Although helpful for understanding
    early pipeline structures, these setups are largely replaced by native GitOps
    and modern cloud-native pipelines.
  language: Groovy
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - App Development
  - CI/CD
  - Legacy Frameworks
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: CI/CD with fabric8
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://faddom.com/cloud-computing-costs-and-pricing-comparison:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A detailed 2023 summary of public cloud pricing trends and total cost
    of ownership (TCO) calculators. It focuses on under-provisioned resources and
    hidden storage costs. Live grounding highlights its value as a foundational reference
    for optimization algorithms in cloud management platforms.
  language: English
  resource_type: Guide/Reference
  complexity: Intermediate
  hierarchy:
  - Cloud Economics
  - Pricing Matrices
  - TCO Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'faddom.com: Cloud Computing Costs & Pricing Comparisons for 2023'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://fairwinds.medium.com/an-introduction-to-the-kubernetes-maturity-model-how-to-use-it-54ebfc21e413:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033157.905872
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'fairwinds.medium.com: An Introduction to the Kubernetes Maturity Model —''
    How to Use It'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering fairwinds.medium.com:
    An Introduction to the Kubernetes Maturity Model —'' How to Use It in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://falco.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The web portal for Falco, the CNCF-graduated security tool designed
    for real-time threat detection in Kubernetes. By leveraging eBPF or kernel modules
    to process raw system calls, Falco continuously evaluates workload behaviors against
    customizable rule engines. Essential for runtime host compromise and filesystem
    drift detection.
  language: N/A
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Security
  - Runtime Security
  - Threat Detection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Falco.org
  addition_method: manual
  v2_locations:
  - devsecops.md
https://falco.org/about/case-studies/incepto-medical:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Shows how Incepto Medical leverages Falco to secure multi-tenant Kubernetes
    clusters processing highly-sensitive patient medical imaging. Falco detects anomalous
    runtime container activity, raw system calls, and unauthorized namespace access
    in real-time. This runtime instrumentation enables compliance with stringent medical
    data privacy regulations (e.g., GDPR, HIPAA) without introducing heavy performance
    overhead to GPU-intensive AI inference workloads.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Infrastructure Orchestration
  - Cloud Security
  - Runtime Security
  tags:
  - '[CASE STUDY]'
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'falco.org/about/case-studies/incepto-medical: Protect shared clusters for
    medical imaging'
  addition_method: manual
  v2_locations:
  - customer.md
? https://falco.org/blog/detect-malicious-behaviour-on-kubernetes-api-server-through-gathering-audit-logs-by-using-fluentbit-part-2
: description: ''
  year: '2021'
  stars: 0
  ai_summary: This advanced guide describes constructing a real-time behavioral monitoring
    pipeline utilizing Fluent Bit to capture Kubernetes API audit logs and forward
    them to Falco. It addresses the architectural challenge of collecting high-volume
    security telemetry without inducing CPU degradation on master nodes. It enables
    rapid extraction of administrative anomalies and policy bypass attempts.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Threat Detection
  - Audit Logs Parsing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'falco.org: Detect Malicious Behaviour on Kubernetes API Server through gathering
    Audit Logs by using FluentBit - Part 2'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://fastapi.tiangolo.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official technical specifications for FastAPI, Python's leading ASGI-compliant
    framework for building low-latency endpoints. Evaluates native async execution
    loops, automated Pydantic schema validation, and high-performance routing layouts.
  language: Python
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Asynchronous Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "FastAPI \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://fastthread.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An automated engine designed to diagnose JVM thread dumps. Resolves
    thread lock contention, transaction delays, and thread starvation bottlenecks
    in Kubernetes-hosted enterprise Java services.
  language: None
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Monitoring
  - Java Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: FastThread.io
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://fastthread.io/ft-error.jsp:
  addition_method: manual
  content_hash: 978fb1d436faf94e88ad2ae1ff9fce92021ecf3c2ad9adae3ecddf717a0239c7
  health_score: 100.0
  last_checked: 1779130494.986569
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering fastthread.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://fastthread.io/ft-thread-report.jsp?dumpId=1:
  addition_method: manual
  content_hash: b10f166049be91cf9c9dbfa1f6e16bd17bdf68af80f1a650ae6898d16a1f5b8a
  health_score: 100.0
  last_checked: 1779033074.698222
  v1_locations:
  - docs/monitoring.md
https://fatehmuhammad.medium.com/introduction-to-docker-part-1-3cff7559e372:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029689.005188
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'fatehmuhammad.medium.com: Introduction to Docker | part 1'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering fatehmuhammad.medium.com:
    Introduction to Docker | part 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://fathomtech.io/blog/microservices-vs-serverless:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Evaluates operational tradeoffs, deployment mechanics, and cost models
    between traditional containerized microservices and pure event-driven serverless
    architectures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture Decisions
  - Comparisons
  - Microservices vs Serverless
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'fathomtech.io: Microservices vs. Serverless'
  addition_method: manual
  v2_locations:
  - serverless.md
https://faun.pub/5-best-terraform-tools-that-you-need-in-2022-a3db2334c524:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032239.345607
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==faun.pub: 5 Best Terraform Tools That You Need in 2022== \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==faun.pub:
    5 Best Terraform Tools That You Need in 2022== \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/a-beginners-guide-to-jaeger-ed75ce5ed8f4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030572.443641
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: A beginner’s guide to Jaeger'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    A beginner’s guide to Jaeger in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/a-browser-based-remote-desktop-solution-on-kubernetes-d6b3d33e73b6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031473.541094
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: A browser based remote desktop solution on kubernetes'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    A browser based remote desktop solution on kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/a-definitive-guide-to-kubernetes-operator-the-crawl-7647b278c28b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030848.637897
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==faun.pub: A Definitive guide to Kubernetes Operator — The crawl!=='
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub:
    A Definitive guide to Kubernetes Operator — The crawl!== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/accessing-a-remote-minikube-from-a-local-computer-fd6180dd66dd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030364.677998
  stars: 0
  title: '==faun.pub: Accessing a remote minikube from a local computer=='
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://faun.pub/active-passive-load-balancing-with-kubernetes-services-742cae1938af:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032880.125303
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Kubernetes — Active/Passive Load Balancing with Services'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Kubernetes — Active/Passive Load Balancing with Services in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/analyze-aws-eks-audit-logs-with-falco-95202167f2e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029142.401632
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Analyze AWS EKS Audit logs with Falco'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Analyze AWS EKS Audit logs with Falco in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/argocd-finalizer-shield-protecting-your-clusters-from-unintended-deletion-c7929a82d983:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032368.400639
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: ArgoCD Finalizer Shield: Protecting Your Production Clusters from''
    Unintended Deletion'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    ArgoCD Finalizer Shield: Protecting Your Production Clusters from'' Unintended
    Deletion in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/assign-permissions-to-an-user-in-kubernetes-an-overview-of-rbac-based-authz-in-k8s-7d9e5e1099f1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032256.886887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "faun.pub: Assign permissions to an user in Kubernetes. An overview of RBAC-based'
    AuthZ in k8s \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering faun.pub:
    Assign permissions to an user in Kubernetes. An overview of RBAC-based' AuthZ
    in k8s \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/automate-certificate-management-in-kubernetes-using-cert-manager-d0745e5c7757:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031438.051325
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Automate Certificate Management In Kubernetes Using Cert-Manager'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Automate Certificate Management In Kubernetes Using Cert-Manager in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/automate-jenkins-pipelines-management-6e771b5890f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031528.153203
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "faun.pub: Automate Jenkins Pipelines management with Jenkins Job Builder'
    \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering faun.pub:
    Automate Jenkins Pipelines management with Jenkins Job Builder' \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/automation-deploying-an-app-in-gke-using-ansible-4b6687967ac3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030231.934837
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Automation: Deploying an app in GKE using Ansible'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Automation: Deploying an app in GKE using Ansible in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/aws-ecs-blue-green-deployment-setup-using-terraform-b56bb4f656ea:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033788.679603
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: AWS ECS Blue/Green Deployment Setup Using Terraform'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    AWS ECS Blue/Green Deployment Setup Using Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/aws-eks-the-ultimate-guide-to-deploy-an-ingress-controller-on-kubernetes-5952cb27c067:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031793.81589
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: AWS EKS: The Ultimate Guide To Deploy AWS Load Balancer Controller''
    add-on'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    AWS EKS: The Ultimate Guide To Deploy AWS Load Balancer Controller'' add-on in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/aws-eks-with-terraform-and-gitops-in-minutes-b3ca33171209:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034571.678291
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Amazon EKS with Terraform and GitOps in minutes'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Amazon EKS with Terraform and GitOps in minutes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/azure-devops-deploying-azure-resources-using-terraform-1f2fe46c6aa0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031497.053321
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Azure DevOps: Deploying Azure Resources using Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Azure DevOps: Deploying Azure Resources using Terraform in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/azure-kubernetes-service-aks-d1e71c7ecbe6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030285.081866
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: How to implement Azure Kubernetes Service (AKS) in Cloud?'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    How to implement Azure Kubernetes Service (AKS) in Cloud? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/becoming-devops-observability-152b292c05b9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030326.634196
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Becoming DevOps — Observability'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Becoming DevOps — Observability in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/building-an-eks-fargate-cluster-with-terraform-9736813e1196:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029878.050141
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Building an EKS Fargate cluster with Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Building an EKS Fargate cluster with Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/configuring-a-highly-available-infrastructure-in-aws-using-terraform-2fc9dbb519b6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031642.239075
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Configuring a Highly Available Infrastructure in AWS using Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Configuring a Highly Available Infrastructure in AWS using Terraform in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/configuring-ha-kubernetes-cluster-on-bare-metal-servers-with-kubeadm-1-2-1e79f0f7857b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029161.241594
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Configuring HA Kubernetes cluster on bare metal servers with kubeadm.''
    1/3'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Configuring HA Kubernetes cluster on bare metal servers with kubeadm.'' 1/3 in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/continuous-deployments-of-kubernetes-applications-using-argo-cd-gitops-helm-charts-9df917caa2e4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029379.744743
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Continuous Deployments of Kubernetes Applications using Argo CD''
    GitOps & Helm Charts'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Continuous Deployments of Kubernetes Applications using Argo CD'' GitOps & Helm
    Charts in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/control-traffic-flow-to-and-from-kubernetes-pods-with-network-policies-bc384c2d1f8c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029801.664011
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Control traffic flow to and from Kubernetes pods with Network''
    Policies'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Control traffic flow to and from Kubernetes pods with Network'' Policies in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/debugging-networkpolicy-part-1-249921cdba37:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029459.177446
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==faun.pub: Kubernetes — Debugging NetworkPolicy (Part 1)=='
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub:
    Kubernetes — Debugging NetworkPolicy (Part 1)== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/defining-infrastructure-declaratively-with-crossplane-eb9e0a98ae38:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033674.93326
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Defining Infrastructure Declaratively with Crossplane'
  v1_locations:
  - docs/crossplane.md
  v2_locations:
  - crossplane.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Defining Infrastructure Declaratively with Crossplane in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/deploy-active-active-multi-region-kubernetes-cluster-with-terraform-f2652e43f47e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030593.805902
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "faun.pub: Make Your Kubernetes Cluster Highly Available and Fault Tolerant'
    \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering faun.pub:
    Make Your Kubernetes Cluster Highly Available and Fault Tolerant' \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/deploying-argo-cd-and-sealed-secrets-with-helm-8de12f53051b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029801.657588
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Deploying Argo CD and Sealed Secrets with Helm'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Deploying Argo CD and Sealed Secrets with Helm in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/devops-create-your-first-ci-cd-pipeline-ed054ba1404f:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033614.782795
  v1_locations:
  - docs/demos.md
https://faun.pub/devops-meets-observability-78775c021b0e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033078.864142
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "faun.pub: DevOps Meets Observability \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering faun.pub:
    DevOps Meets Observability \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/dockerfile-best-practices-for-developers-87a2c19b4abe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031110.911189
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Dockerfile Best Practices for Developers | Pavan Belagatti'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Dockerfile Best Practices for Developers | Pavan Belagatti in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/encrypting-kubernetes-secrets-at-rest-1b835e228c6a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033074.285507
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Encrypting Kubernetes Secrets at Rest'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Encrypting Kubernetes Secrets at Rest in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/end-to-end-ssl-encryption-with-aws-application-load-balancer-b43db918bd9e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029472.510138
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: End To End SSL Encryption With AWS Application Load Balancer'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    End To End SSL Encryption With AWS Application Load Balancer in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/external-secret-operator-on-aks-with-terraform-for-azure-key-vault-integration-with-workload-1d0c31082373:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030322.903384
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: External Secret Operator on AKS (with Terraform) for Azure Key''
    Vault Integration (with Workload Identity)'
  v1_locations:
  - docs/kubernetes-security.md
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - kubernetes-security.md
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    External Secret Operator on AKS (with Terraform) for Azure Key'' Vault Integration
    (with Workload Identity) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/finally-successfully-setup-docker-registry-inside-kind-kubernetes-cluster-5b0381dbb2ec:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033360.013627
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Finally, (successfully…) setup docker registry inside kind Kubernetes''
    cluster'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Finally, (successfully…) setup docker registry inside kind Kubernetes'' cluster
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/finops-introduction-origins-and-next-steps-bcdaa8b82417:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031982.918147
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: FinOps – introduction, origins and next steps'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    FinOps – introduction, origins and next steps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/from-dev-to-admin-an-easy-kubernetes-privilege-escalation-you-should-be-aware-of-the-attack-950e6cf76cac:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030356.162499
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: From dev to admin: an easy Kubernetes privilege escalation you''
    should be aware of — the attack'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    From dev to admin: an easy Kubernetes privilege escalation you'' should be aware
    of — the attack in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/from-terraform-to-azure-bicep-what-you-need-to-know-bb1c404b7603:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comparative architectural analysis of HCL (Terraform) and Azure Bicep
    syntax. It details state management contrasts, native Azure compilation pipelines,
    and syntax variations to aid infrastructure teams transitioning into native Azure
    provisioning workflows.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - IaC Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'faun.pub: From Terraform to Azure Bicep: What You Need to Know about syntax'
  addition_method: manual
  v2_locations:
  - azure.md
https://faun.pub/gatekeeper-k8-hardening-backlog-956d1b6860b6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034424.621804
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Gatekeeper | K8 hardening backlog'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Gatekeeper | K8 hardening backlog in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/getting-started-with-observability-657d57aab1c7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029631.080819
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Getting started with Observability'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Getting started with Observability in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/git-clone-using-init-container-kubernetes-b49535be6968:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030587.345838
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==faun.pub: Git Clone using Init-container | Kubernetes=='
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub:
    Git Clone using Init-container | Kubernetes== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/give-users-and-groups-access-to-kubernetes-cluster-using-rbac-b614b6c0b383:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032556.137522
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==faun.pub: Give Users and Groups Access to Kubernetes Cluster Using RBAC=='
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub:
    Give Users and Groups Access to Kubernetes Cluster Using RBAC== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/grafana-prometheus-and-loki-exploring-metrics-and-logs-f198637784fc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032251.792267
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Grafana, Prometheus, and Loki: Exploring Metrics and Logs'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Grafana, Prometheus, and Loki: Exploring Metrics and Logs in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/handling-exposed-aws-access-key-b053362abd73:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031849.992583
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Handling Exposed AWS Access Key'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Handling Exposed AWS Access Key in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/helm-command-cheat-sheet-by-m-sharma-488706ecf131:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034405.313005
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Helm Command Cheat Sheet | By M. Sharma'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Helm Command Cheat Sheet | By M. Sharma in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/helm-template-actions-functions-and-pipelines-16ed23ed336f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033575.772693
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "faun.pub: Helm — Template Actions, Functions, and Pipelines \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering faun.pub:
    Helm — Template Actions, Functions, and Pipelines \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/hierarchical-namespaces-in-kubernetes-5b07ea2c3e65:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029820.533227
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==faun.pub: Hierarchical Namespaces in Kubernetes=='
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub:
    Hierarchical Namespaces in Kubernetes== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/how-helm-subcharts-make-the-transition-to-argo-rollouts-a-breeze-aaf160924dbf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031439.981352
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: How Helm Subcharts Make the Transition to Argo Rollouts a Breeze'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    How Helm Subcharts Make the Transition to Argo Rollouts a Breeze in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/how-to-access-aws-services-from-eks-ab5fa003a1b6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032296.568047
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==faun.pub: How to access AWS services from EKS=='
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub:
    How to access AWS services from EKS== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/how-to-automate-the-setup-of-a-kubernetes-cluster-on-gcp-e97918bf41de:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032922.412724
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: How to automate the setup of a Kubernetes cluster on GCP'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    How to automate the setup of a Kubernetes cluster on GCP in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/how-to-build-a-gitops-workflow-with-argocd-kustomize-and-github-actions-f919e7443295:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033074.283292
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: How to build a GitOps workflow with ArgoCD, Kustomize and GitHub''
    Actions'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    How to build a GitOps workflow with ArgoCD, Kustomize and GitHub'' Actions in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/how-to-deploy-jaeger-on-kubernetes-69cf48447182:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033663.172786
  stars: 0
  title: 'faun.pub: How to deploy Jaeger on Kubernetes. A beginner’s guide to Jaeger''
    (5 Part Series)'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://faun.pub/how-to-monitor-and-alert-on-nginx-ingress-in-kubernetes-6d7d172f0399:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031533.427565
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: How to Monitor and Alert on Ingress-NGINX in Kubernetes'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    How to Monitor and Alert on Ingress-NGINX in Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/how-to-use-priorities-in-kubernetes-e1bb1b722b6a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032619.974071
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: How to utilize priorities in Kubernetes?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    How to utilize priorities in Kubernetes? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/hygiene-of-argocd-built-automation-at-a-scale-cf63ee459510:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033844.644914
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Hygiene of an ArgoCD-built automation at a scale'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Hygiene of an ArgoCD-built automation at a scale in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/implementing-event-driven-architecture-with-aws-eventbridge-event-driven-messaging-pattern-9d29262bfade:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031552.738054
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Implementing Event Driven Architecture With AWS EventBridge —''
    Event-Driven Messaging Pattern'
  v1_locations:
  - docs/aws-messaging.md
  v2_locations:
  - aws-messaging.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Implementing Event Driven Architecture With AWS EventBridge —'' Event-Driven Messaging
    Pattern in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/import-your-existing-cloud-infra-into-terraform-ca70da146152:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032172.933294
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Import your existing cloud infra into Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Import your existing cloud infra into Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/integrate-keycloak-with-hashicorp-vault-5264a873dd2f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031787.811737
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Integrate Keycloak with HashiCorp Vault'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Integrate Keycloak with HashiCorp Vault in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/intelligently-estimating-your-kubernetes-resource-needs-c12a75ea3138:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033280.398876
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Intelligently estimating your Kubernetes resource needs!'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Intelligently estimating your Kubernetes resource needs! in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/k3s-vs-talos-linux-8a1e0dce9a77:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030991.096023
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: K3s vs Talos Linux
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering K3s vs
    Talos Linux in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kasten-k10-on-kubesphere-to-ensure-kubernetes-backup-and-restore-1bc59a0b91aa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032371.779196
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Kasten K10 on KubeSphere to Ensure Kubernetes Backup and Restore'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Kasten K10 on KubeSphere to Ensure Kubernetes Backup and Restore in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/keda-ec9fc7c8dd81:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031466.583646
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Scaling an app in Kubernetes with KEDA (no Prometheus is needed)'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Scaling an app in Kubernetes with KEDA (no Prometheus is needed) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-architecture-explained-under-5-minutes-e35277c4b6bc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032753.947411
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Kubernetes Architecture Explained — Under 5 Minutes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Kubernetes Architecture Explained — Under 5 Minutes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-chronicles-k8s-04-k8s-series-pod-resource-request-limits-49ac0cf67ae6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029569.68444
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Kubernetes Chronicles:(K8s#04)|K8s Series | POD Resource Request''
    & Limits'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Kubernetes Chronicles:(K8s#04)|K8s Series | POD Resource Request'' & Limits in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-commands-for-deployment-and-management-e10a74c95015:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029310.077718
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Kubernetes Commands for Deployment and Management'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Kubernetes Commands for Deployment and Management in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-controllers-custom-resources-and-operators-explained-8e92f46829f6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032244.693245
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==faun.pub: Kubernetes Controllers, Custom Resources, and Operators Explained=='
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub:
    Kubernetes Controllers, Custom Resources, and Operators Explained== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-deployment-strategies-f36e7e4d2be:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032455.115855
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Kubernetes Deployment Strategies'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Kubernetes Deployment Strategies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-ingress-with-nginx-3c77e703e91a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030979.284403
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==faun.pub: Kubernetes Ingress with Nginx=='
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub:
    Kubernetes Ingress with Nginx== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-liveness-probes-1a053f53690c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029940.823354
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Kubernetes Liveness Probes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Kubernetes Liveness Probes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-multi-tenancy-with-amazon-eks-best-practices-and-considerations-60bfd78c2f9a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033218.087095
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "faun.pub: Kubernetes Multi-tenancy with Amazon EKS: Best practices and considerations'
    \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering faun.pub:
    Kubernetes Multi-tenancy with Amazon EKS: Best practices and considerations' \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-nginx-deployments-simplified-management-and-increased-scalability-8b1a32884db1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029805.15175
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Kubernetes Nginx Deployments: Simplified Management and Increased''
    Scalability'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Kubernetes Nginx Deployments: Simplified Management and Increased'' Scalability
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-practice-automating-blue-green-deployment-with-argo-rollouts-2279aa890c53:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034172.847552
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Kubernetes Practice — Automating Blue/Green Deployment with Argo''
    Rollouts'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Kubernetes Practice — Automating Blue/Green Deployment with Argo'' Rollouts in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-practice-logging-with-logstash-and-fluentd-by-sidecar-container-86076da0812f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033844.656691
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Kubernetes Practice — Logging with Logstash and FluentD by Sidecar''
    Container'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Kubernetes Practice — Logging with Logstash and FluentD by Sidecar'' Container
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-service-types-tutorial-39223391316c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031649.46027
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "faun.pub: Kubernetes Service Types Tutorial | Pavan Belagatti \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering faun.pub:
    Kubernetes Service Types Tutorial | Pavan Belagatti \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/kubernetes-story-how-kubernetes-works-with-container-runtime-ce618a306f64:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032798.247756
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Deep into Container — How Kubernetes works with Container Runtime'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Deep into Container — How Kubernetes works with Container Runtime in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/lets-encrypt-and-certmanager-aa88775730b8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032339.791066
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==faun.pub: Let’s encrypt and CertManager=='
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub:
    Let’s encrypt and CertManager== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/multi-cloud-is-not-the-solution-to-the-next-aws-outage-bb41c0b14573:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034049.222379
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Multi-Cloud is NOT the solution to the next AWS outage'
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Multi-Cloud is NOT the solution to the next AWS outage in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/multiple-schedulers-in-kubernetes-a78a7b4fa4b2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031339.821147
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Multiple Schedulers in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Multiple Schedulers in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/optimize-kubernetes-resource-management-with-time-to-live-ttl-for-cleaner-cluster-ea1c6e0c1e73:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032114.063721
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Optimize Kubernetes Resource Management with Time-To-Live (TTL)''
    for Cleaner Cluster'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Optimize Kubernetes Resource Management with Time-To-Live (TTL)'' for Cleaner
    Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/package-and-deploy-your-application-using-helm-chart-21f0c568e65c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033092.285071
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Package and Deploy Your Application Using Helm Chart'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Package and Deploy Your Application Using Helm Chart in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/practical-example-of-how-to-set-requests-and-limits-on-kubernetes-87521b599983:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033236.719205
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Practical example of how to set requests and limits on Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Practical example of how to set requests and limits on Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/production-grade-kubernetes-monitoring-using-prometheus-78144b835b60:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033591.816748
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "faun.pub: Production grade Kubernetes Monitoring using Prometheus \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering faun.pub:
    Production grade Kubernetes Monitoring using Prometheus \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/redis-high-availability-with-sentinel-on-kubernetes-k8s-a1d67842e0ce:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033071.798501
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Redis High availability with Sentinel on Kubernetes(K8s)'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Redis High availability with Sentinel on Kubernetes(K8s) in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/scaling-your-application-using-kubernetes-9ad0d6bcf0d6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032216.788355
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Scaling Your Application Using Kubernetes - Harness | Pavan Belagatti'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Scaling Your Application Using Kubernetes - Harness | Pavan Belagatti in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/secrets-kubernetes-298ea8dd9911:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030741.979302
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==faun.pub: Secrets | Kubernetes=='
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub:
    Secrets | Kubernetes== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/serverless-with-spring-boot-aws-lambda-bc76c1de2b12:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032699.208794
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Serverless With Spring Boot & AWS Lambda'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Serverless With Spring Boot & AWS Lambda in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/set-up-global-rate-limiting-with-aws-waf-in-5-minutes-bd43a9309683:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034522.74539
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Set up global rate limiting with AWS WAF in 5 minutes'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Set up global rate limiting with AWS WAF in 5 minutes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/set-up-jenkins-on-a-kubernetes-cluster-2b982c840ebe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030572.442548
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==faun.pub: Set up Jenkins on a Kubernetes Cluster=='
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==faun.pub:
    Set up Jenkins on a Kubernetes Cluster== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/spying-on-kubernetes-pods-with-kubespy-3043a3ed044b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033671.617415
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Spying on Kubernetes Pods with kubespy'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Spying on Kubernetes Pods with kubespy in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/straight-to-the-point-kubernetes-probes-e5b23e267d9d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030824.404453
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Straight to the Point: Kubernetes Probes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Straight to the Point: Kubernetes Probes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/taints-and-toleration-basics-in-kubernetes-c0538c3f6deb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031442.171671
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Taints And Toleration Basics In Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Taints And Toleration Basics In Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/terraform-null-provider-and-null-resource-explained-6a8d674cad63:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032134.559855
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "faun.pub: Terraform null provider and null_resource explained \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering faun.pub:
    Terraform null provider and null_resource explained \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/terraform-prevent-conditionally-created-resources-from-deletion-dcec1b793565:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032420.901947
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "faun.pub: Terraform-Prevent Conditionally Created Resources From Deletion'
    \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering faun.pub:
    Terraform-Prevent Conditionally Created Resources From Deletion' \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/the-best-infrastructure-as-code-tools-for-2021-b37c323e89f0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031230.76987
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: The best Infrastructure as Code tools for 2021'
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    The best Infrastructure as Code tools for 2021 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/the-lifecycle-of-a-terraform-resource-lifecycle-meta-argument-3cc4555ec976:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031564.057369
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: The Lifecycle of a Terraform Resource — Lifecycle Meta-Argument'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    The Lifecycle of a Terraform Resource — Lifecycle Meta-Argument in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/top-10-uncommon-devops-tools-you-should-know-f4f4464ec7f3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032039.05327
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Top 10 uncommon DevOps tools you should know'
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Top 10 uncommon DevOps tools you should know in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/troubleshooting-kubernetes-nodes-storage-space-shortage-on-aliyun-alibaba-cloud-ac28230fe3d3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032588.697661
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Troubleshooting Kubernetes nodes storage space shortage on Aliyun''
    (Alibaba Cloud)'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Troubleshooting Kubernetes nodes storage space shortage on Aliyun'' (Alibaba Cloud)
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/understanding-the-kubernetes-manifest-e96d680f2a11:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029594.719198
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Understanding the Kubernetes Manifest'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Understanding the Kubernetes Manifest in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/upgrading-and-scaling-kubernetes-cluster-in-aws-6971b3936465:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032345.57165
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Upgrading and Scaling Kubernetes cluster in AWS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Upgrading and Scaling Kubernetes cluster in AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/using-aws-api-gateway-as-proxy-to-our-internal-application-369eb115db70:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032902.01442
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Using AWS API Gateway As Proxy To Our Internal Application'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Using AWS API Gateway As Proxy To Our Internal Application in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/using-aws-session-manager-for-port-forwarding-to-remote-hosts-8168589ba579:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031448.492414
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Using AWS Session Manager For Port Forwarding To Remote Hosts'
  v1_locations:
  - docs/aws-miscellaneous.md
  v2_locations:
  - aws-miscellaneous.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Using AWS Session Manager For Port Forwarding To Remote Hosts in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/using-aws-session-manager-with-ansible-to-execute-playbook-on-ec2-ac97fa17b187:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032524.566901
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Using AWS Session Manager With Ansible To Execute Playbook On''
    EC2'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Using AWS Session Manager With Ansible To Execute Playbook On'' EC2 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/what-is-chaos-engineering-a89b64db9af0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033019.408479
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: What is Chaos Engineering?'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    What is Chaos Engineering? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/what-is-difference-of-event-driven-architecture-message-driven-architecture-and-microservices-f5623e51f868:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029509.363339
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Understanding the Differences Between Event-Driven, Message-Driven,''
    and Microservices Architectures with AWS Services'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Understanding the Differences Between Event-Driven, Message-Driven,'' and Microservices
    Architectures with AWS Services in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://faun.pub/why-we-moved-from-lambda-to-ecs-b84674f31869:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032149.966081
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'faun.pub: Why We Moved From Lambda to ECS'
  v1_locations:
  - docs/aws-containers.md
  v2_locations:
  - aws-containers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering faun.pub:
    Why We Moved From Lambda to ECS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://fauna.com/blog/comparison-faas-providers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032068.737579
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'fauna.com: How does FaaS compare to PaaS and CaaS. A Comparison of Serverless''
    Function (FaaS) Providers'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering fauna.com:
    How does FaaS compare to PaaS and CaaS. A Comparison of Serverless'' Function
    (FaaS) Providers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://fdk.codes/securing-kubernetes-apps-with-keycloak-and-gatekeeper:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029482.836766
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Securing Kubernetes Apps with Keycloak and Gatekeeper
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Securing
    Kubernetes Apps with Keycloak and Gatekeeper in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://featureflags.io/feature-flags-vs-branching:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An analysis comparing feature flagging with branch-based isolation.
    Explains how runtime toggle configurations decouple code deployments from feature
    releases, enabling safe, continuous trunk-based deployment models.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Feature Management
  - Decoupling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'featureflags.io: Flags vs Branching'
  addition_method: manual
  v2_locations:
  - git.md
https://featureflags.io/python-feature-flags:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight aggregates feature flagging solutions for Python-based
    stacks. Live Grounding emphasizes that modern distributed microservices rely on
    dynamic flag management platforms (such as Unleash or LaunchDarkly) to execute
    runtime decoupling, safe continuous delivery, and progressive rollout protocols
    without service disruption.
  language: Python
  resource_type: Resource Portal
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Microservices
  - Feature Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Python Feature Flag Resources/Solutions
  addition_method: manual
  v2_locations:
  - python.md
https://fedidat.com/250-jvisualvm-openshift-pod:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step tutorial on forwarding JMX connections to JVisualVM clients
    over Kubernetes port-forwarding. Facilitates real-time thread inspection, heap
    monitoring, and manual GC triggers.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Monitoring
  - Java Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'VisualVM: JVisualVM to an Openshift pod'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://fedoralovespython.org:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Specialized guide highlighting Python integration within Fedora and
    Red Hat Linux distributions. Demonstrates system-level binary dependencies, pip-to-rpm
    management, and kernel automation script packaging.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - OS Distribution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "fedoralovespython.org \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://fedoramagazine.org/bash-shell-scripting-for-beginners-part-1:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A foundational educational resource mapping core concepts of shell execution,
    scripting environments, and flow control. Designed for system administrators shifting
    into DevOps workflows. Live Grounding validates its structured pedagogy for internal
    engineering onboarding.
  language: Bash
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fedoramagazine.org: Bash Shell Scripting for beginners (Part 1)'
  addition_method: manual
  v2_locations:
  - linux.md
https://fedoramagazine.org/manage-containers-with-podman-compose:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This resource reviews the configuration of Podman Compose, a Python-based
    utility developed to interpret YAML schemas and execute local multi-container
    groupings. While it functions as a lightweight alternative, live grounding highlights
    that modern enterprise setups prefer native Docker Compose with `podman.sock`
    compatibility due to its deeper feature coverage.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Tooling
  - Podman Compose
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'fedoramagazine.org: Manage containers with Podman Compose'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://fedoramagazine.org/powershell-on-linux-a-primer-on-object-shells:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An introduction explaining how object-oriented shells function on traditionally
    text-stream-based UNIX environments like Fedora. It details how piping native
    objects rather than parsing string structures with awk/grep simplifies configuration
    scripting. It assists Linux engineers in integrating cross-platform scripting
    runtimes into heterogeneous fleets.
  language: PowerShell
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Platform Automation & Tooling
  - Command Line Interface
  - Cross-Platform Shells
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fedoramagazine.org: PowerShell on Linux? A primer on Object-Shells'
  addition_method: manual
  v2_locations:
  - azure.md
https://fedoramagazine.org/use-docker-compose-with-podman-to-orchestrate-containers-on-fedora:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An implementation manual focused on configuring Docker Compose pipelines
    to run on Fedora Linux workstations utilizing Podman's unprivileged user sockets.
    It explains how to bypass typical daemon-related attack vectors while maintaining
    high-fidelity support for standard multi-service YAML specs.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Tooling
  - Docker Compose Compatibility
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'fedoramagazine.org: Use Docker Compose with Podman to Orchestrate Containers
    on Fedora Linux'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://fedoramagazine.org/using-ansible-to-configure-podman-containers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces Podman automation using native Ansible modules. Details how
    to coordinate rootless container deployments, configure volume mapping, publish
    network ports, and manage container life cycles without requiring a system-level
    Docker daemon.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "fedoramagazine.org: Using Ansible to configure Podman containers \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://fedoramagazine.org/varnish-site-faster-stable:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical system administration guide demonstrating how to set up,
    secure, and monitor Varnish Cache on enterprise Linux configurations to handle
    surge traffic and ensure static file acceleration.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Data & Caching
  - Edge Caching
  - Varnish
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fedoramagazine.org: Varnish: Your site faster and more stable'
  addition_method: manual
  v2_locations:
  - caching.md
https://feedly.com:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A widely-used content aggregator tool used by FinOps engineers to curate
    technology updates, track major cloud provider releases, and aggregate performance
    engineering best practices in a single feed.
  language: English
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - FinOps & Cloud Cost
  - Community Resources
  - Curation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: feedly.com
  addition_method: manual
  v2_locations:
  - newsfeeds.md
https://fenyuk.medium.com/helm-for-kubernetes-datree-for-keeping-cluster-secure-and-healthy-6fbd10f0d958:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033663.171511
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "fenyuk.medium.com: Helm for Kubernetes. Datree for keeping cluster secure'
    and healthy \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering fenyuk.medium.com:
    Helm for Kubernetes. Datree for keeping cluster secure' and healthy \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://fenyuk.medium.com/helm-for-kubernetes-gitops-with-argo-cd-c8f80330596:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033418.883972
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "fenyuk.medium.com: Helm for Kubernetes. GitOps with Argo CD \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering fenyuk.medium.com:
    Helm for Kubernetes. GitOps with Argo CD \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://fernandovillalba.substack.com/p/devops-dont-destroy-silos-transform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030329.933255
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'fernandovillalba.substack.com: DevOps: Don''t destroy silos, transform them'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering fernandovillalba.substack.com:
    DevOps: Don''t destroy silos, transform them in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://figments.medium.com/argocd-the-first-step-towards-gitops-899732fbc33e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030739.161589
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'figments.medium.com: ArgoCD: The first step towards GitOps'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering figments.medium.com:
    ArgoCD: The first step towards GitOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://figments.medium.com/observable-kubernetes-cluster-using-grafana-loki-prometheus-a661a31d7ad8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032184.746675
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'figments.medium.com: Observable Kubernetes Cluster Using Grafana-Loki-Prometheus'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering figments.medium.com:
    Observable Kubernetes Cluster Using Grafana-Loki-Prometheus in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://fika.works/blog/eks-service-accounts:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: In-depth analysis of IAM Roles for Service Accounts (IRSA) architecture.
    Covers OpenID Connect (OIDC) federation, JWT token injection, and structural principal
    boundary configuration.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: EKS Service Accounts Explained
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://finance.yahoo.com/news/ibms-red-hat-openshift-platform-143702224.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Examines Siemens' strategic choice to run its MindSphere industrial
    cloud platform using Red Hat OpenShift. Discusses the deployment of standardized
    Kubernetes platforms across physical factories, edge devices, and public cloud
    architectures.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Enterprise Kubernetes
  - Industrial IoT
  - Enterprise Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'finance.yahoo.com: IBM''s Red Hat OpenShift Platform to be Leveraged by
    Siemens'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://finance.yahoo.com/sectors/technology/articles/broadcom-expands-collaboration-google-cloud-130000376.html?linkId=61973388:
  addition_method: automatic
  ai_summary: Google Cloud and Broadcom have collaborated to launch Cloud Network
    Insights, a first-party observability service powered by Broadcom's AppNeta technology.
    Designed for hybrid, multi-cloud, and agentic environments, the platform delivers
    deep end-to-end network path visibility to help IT teams rapidly isolate application
    performance issues from network-related bottlenecks. This integration addresses
    the critical telemetry requirements of distributed AI workloads and cross-cloud
    SaaS dependencies, significantly reducing Mean Time to Resolution (MTTR).
  category: uncategorized
  complexity: advanced
  content_hash: 2e28b1edea659cb648fd213c5bbf5256fc7d693624c7af621bf50db4c7f0e4f3
  description: Broadcom and Google Cloud collaborate to launch Cloud Network Insights,
    an observability service enabled by AppNeta for multi-cloud, hybrid, and agentic
    environments.
  hierarchy:
  - Public Cloud
  - Google Cloud Platform
  - Observability
  - Network Performance Monitoring
  is_microservice: false
  language: en
  last_checked: 1780352454.119782
  reputation_status: Vetted
  reputation_summary: Broadcom and Google Cloud are highly trusted enterprise vendors
    introducing enterprise-grade network observability.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: Broadcom Expands Collaboration with Google Cloud on Cloud Network Insights
  year: '2026'
https://firebase.google.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Google's premium Backend-as-a-Service platform. Features real-time JSON
    databases, managed authentication, and serverless compute triggers optimized for
    client applications and lightweight microservices.
  language: None
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Backend-as-a-Service
  - Google Cloud
  - BaaS Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: firebase.google.com
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://firefox-source-docs.mozilla.org/devtools-user/tools_toolbox/index.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official source files and reference manuals documenting the Firefox
    Developer Tools suite. Outlines its advanced grid layout debuggers, network request
    visualizers, and raw telemetry profiling.
  language: None
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Developer Workspace
  - Diagnostics & Debugging
  - Browser Developer Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Firefox DevTools
  addition_method: manual
  v2_locations:
  - ChromeDevTools.md
https://fireship.dev/async-javascript-from-callbacks-to-promises-to-async-await:
  addition_method: manual
  content_hash: f5ff9871d7c28010f57a7638faa18050f8a2bbf78fd37ae5e377ffc8631b05ac
  health_score: 100.0
  last_checked: 1779130495.014902
  v1_locations:
  - docs/javascript.md
https://fireship.dev/beginners-guide-to-javascript-prototype:
  addition_method: manual
  content_hash: aa2de0da74b546319f1b94591c763fb796df150d58cb2362beb0f979a5c30c94
  health_score: 100.0
  last_checked: 1779130495.006499
  v1_locations:
  - docs/javascript.md
https://first-web-scraper.readthedocs.io/en/latest:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Curator Insight reviews a step-by-step tutorial designed to build initial
    web scraping functions using requests and BeautifulSoup. Live Grounding highlights
    its value for educational pipelines, teaching fundamental DOM and network parsing
    concepts before developers transition to concurrent systems.
  language: Python
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Data Science
  - Data Engineering
  - Web Scraping
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: First web scraper
  addition_method: manual
  v2_locations:
  - python.md
https://first-web-scraper.readthedocs.org:
  addition_method: manual
  content_hash: db9707ba3e2e0fdab98ce56ffa2030014a4af1bebb66f51a68f12b64e64157f5
  description: ''
  health_score: 100.0
  last_checked: 1779032091.367813
  stars: 0
  status: online
  title: First web scraper
  v1_locations:
  - docs/python.md
  year: N/A
https://flagger.app:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Flagger is an industry-standard Kubernetes progressive delivery operator
    that automates canary rollouts, A/B testing, and blue/green patterns. By orchestrating
    service mesh routers (Istio, Linkerd) and ingress controllers, Flagger analyzes
    metrics and safely triggers rollbacks on anomalies.
  language: Go
  resource_type: Kubernetes Operator
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - Progressive Delivery
  - Flagger
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Flagger
  addition_method: manual
  v2_locations:
  - gitops.md
https://flask.palletsprojects.com:
  addition_method: manual
  content_hash: 26a629a4fbc083bb9a87ea12172a4556b98823bd68fe505359ba8f652dc0294b
  description: ''
  health_score: 100.0
  last_checked: 1779031302.434628
  stars: 0
  status: online
  title: "Flask Documentation \U0001F31F"
  v1_locations:
  - docs/python.md
  year: N/A
https://flask.palletsprojects.com/en/stable:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official technical specifications and documentation for Flask, Python's
    leading microframework. Details its extensible design, built-in WSGI compliance,
    routing structures, and strategies for configuring custom extensions in high-performance
    microservices.
  language: Python
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Microframeworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Flask Documentation \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://fleetdm.com/engineering/tips-for-github-actions-usability:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides practical tips for optimizing GitHub Actions workflows. Outlines
    techniques for structured workflow organization, managing secure runner logs,
    and utilizing interactive terminal access for live debugging.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - GitHub Actions
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.fleetdm.com: 4 tips for GitHub Actions usability (+2 bonus tips for
    debugging)'
  addition_method: manual
  v2_locations:
  - git.md
https://flightaware.engineering/systems-monitoring-with-prometheus-grafana:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A foundational engineering guide on setting up a robust, scalable systems
    monitoring pipeline using Prometheus for time-series data storage and Grafana
    for visual dashboards. Highlights best practices in querying via PromQL and architecting
    resilient scraping targets.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Metrics
  - Core Stack
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Systems Monitoring with Prometheus and Grafana
  addition_method: manual
  v2_locations:
  - monitoring.md
https://flink.apache.org:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Apache Flink is the industry-standard distributed framework designed
    for stateful stream computations on real-time event logs. Offering sub-millisecond
    execution times and robust exactly-once state processing, Flink handles large-scale
    stream processing workloads with high efficiency.
  language: Java
  resource_type: Processing Framework
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Stream Processing
  - Stateful Computations
  - Flink
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Apache Flink
  addition_method: manual
  v2_locations:
  - message-queue.md
https://flink.apache.org/2021/02/10/native-k8s-with-ha.html:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A detailed technical guide explaining how to deploy stateful Flink jobs
    natively on Kubernetes with High Availability (HA). It details integration patterns
    using ZooKeeper or Kubernetes API endpoints to coordinate active leader election
    and prevent split-brain states.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Stream Processing
  - Flink
  - Kubernetes Deployment
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'flink.apache.org: How to natively deploy Flink on Kubernetes with High-Availability
    (HA)'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://flood.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Tricentis Flood is a cloud-hosted load testing platform that supports
    JMeter, Gatling, and Selenium. It allows engineering teams to scale massive distributed
    loads from global geographic regions to assert system resiliency. It serves as
    a critical integration point for modern CI/CD pipelines aiming to shift performance
    testing left.
  language: N/A
  resource_type: SaaS
  complexity: Intermediate
  hierarchy:
  - Testing
  - Performance Testing
  - SaaS Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: flood.io
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://fluentbit.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Fluent Bit is a highly lightweight telemetry processor designed to gather,
    parse, and route massive streams of logs, metrics, and traces inside memory-constrained
    environments. From a security perspective, its custom parsing pipelines allow
    runtime audit events to be indexed and structured before transit. It serves as
    a foundational component in enterprise SIEM architectures.
  language: C
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Logging
  - Fluent Bit Engine
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: fluentbit.io
  addition_method: manual
  v2_locations:
  - devsecops.md
https://flux-subsystem-argo.github.io/website/tutorials/terraform:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Examines the integration of Flux's specialized controller capabilities
    with Argo CD's visual application management via the Flux Subsystem for Argo (FSA).
    Highlights the declarative orchestration of Terraform/OpenTofu resources. Live
    Grounding notes that while hybrid Argo-Flux architectures exist, most modern 2026
    enterprise teams prefer consolidated control planes (e.g., pure Crossplane or
    pure Tofu-Controller) to limit orchestration overhead.
  language: Go
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Deployment & Orchestration
  - GitOps
  - ArgoCD & Flux
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'flux-subsystem-argo.github.io: GitOps Terraform Resources with Argo CD and
    Flux Subsystem for Argo'
  addition_method: manual
  v2_locations:
  - flux.md
https://fluxcd.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main ecosystem page for Flux, a CNCF Graduated tool designed for
    GitOps continuous delivery. Keeps Kubernetes clusters synchronized with version-controlled
    repositories, supporting declarations via Helm, Kustomize, and native YAML.
  language: Go
  resource_type: GitOps Engine
  complexity: High
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Flux
  addition_method: manual
  v2_locations:
  - flux.md
https://fluxcd.io/blog/2022/09/gitops-without-leaving-your-ide:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Details the developer experience enhancements enabled by VS Code extensions
    for Flux, permitting local validation, visualization, and manual reconciliation
    of GitOps resources. Live Grounding illustrates that integrating validation tools
    directly into local IDE systems dramatically decreases shift-left deployment cycles
    and minimizes syntax/runtime misconfigurations prior to Git commits.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Deployment & Orchestration
  - GitOps
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fluxcd.io: GitOps Without Leaving your IDE'
  addition_method: manual
  v2_locations:
  - flux.md
https://fluxcd.io/blog/2022/09/how-to-gitops-your-terraform:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Introduces declarative lifecycle management of Terraform-provisioned
    infrastructure resources using Kubernetes custom controllers. Highlights how reconciling
    Terraform state within the control plane eliminates state drift. Live Grounding
    reveals that this controller-driven paradigm has matured, bridging the gap between
    application-level GitOps and platform-level infrastructure provisioning.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - GitOps
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'fluxcd.io: How to GitOps Your Terraform'
  addition_method: manual
  v2_locations:
  - flux.md
https://fluxcd.io/flux:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Highlights the modular architecture of Flux v2 (source-controller, kustomize-controller,
    helm-controller, notification-controller). Allows platform teams to customize
    GitOps engines using dedicated custom resource definitions.
  language: Go
  resource_type: Framework
  complexity: High
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "toolkit.fluxcd.io: GitOps Toolkit \U0001F31F"
  addition_method: manual
  v2_locations:
  - flux.md
https://flywaydb.org:
  addition_method: manual
  content_hash: 3c051ec375f07292beb325818d9619fd44aa64a3de05e8639924dc2ee12ed755
  description: ''
  health_score: 100.0
  last_checked: 1779033416.87721
  stars: 0
  status: online
  title: Flyway
  v1_locations:
  - docs/liquibase.md
  year: N/A
https://foojay.io/today/k8ssandra-performance-benchmarks-on-cloud-managed-kubernetes:
  addition_method: manual
  content_hash: c7f24915c52a76113bc6d92b352e2f625ab94f8e512fcae6b6e9acff01e95c25
  description: ''
  health_score: 100.0
  last_checked: 1779032151.918423
  needs_ai_refresh: true
  stars: 0
  title: 'foojay.io: K8ssandra Performance Benchmarks on Cloud Managed Kubernetes'
  v1_locations:
  - docs/nosql.md
  year: N/A
https://foojay.io/today/the-evolution-of-apis-from-restful-to-event-driven:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Traces the transition of API paradigms from synchronous RESTful patterns
    to asynchronous event-driven architectures (EDA). While HTTP REST is suited for
    transactional CRUD operations, high-scale modern applications rely on technologies
    like WebSockets, gRPC, and Apache Kafka to stream real-time events. This architectural
    shift significantly reduces polling overhead and improves UI responsiveness.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - Protocols & Formats
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'foojay.io: The Evolution of APIs: From RESTful to Event-Driven'
  addition_method: manual
  v2_locations:
  - api.md
https://foojay.io/today/top-10-java-language-features:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curates the top ten most impactful modern language features in Java.
    Highlighting functional programming enhancements, records, pattern matching, and
    var inference, this guide demonstrates how modern Java matches the developer ergonomics
    of younger languages.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Language
  - Syntax and Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'foojay.io: Top 10 Java Language Features'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://foreseeti.com/how-to-become-and-stay-aws-well-architected-in-a-smart-way:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029478.425107
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'foreseeti.com: How to become and stay AWS well architected in a smart way'
  v1_locations:
  - docs/aws-architecture.md
  v2_locations:
  - aws-architecture.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering foreseeti.com:
    How to become and stay AWS well architected in a smart way in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://forklift.konveyor.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033222.503118
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "forklift.konveyor.io \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering forklift.konveyor.io
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://former2.com:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Former2 is an industry-standard open-source browser utility that imports
    active AWS configurations and outputs valid CloudFormation, Terraform, or AWS
    CDK structures. Running client-side to protect credentials, it simplifies migrating
    manually provisioned resources into structured Git repositories.
  language: JavaScript
  resource_type: SaaS / Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Automated Generation
  - AWS Resource Importers
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: former2.com
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://forum.openai.com/public/videos/event-replay-terence-tao-and-mark-chen-on-ai-and-mathematical-discovery-2026-03-11:
  addition_method: automatic
  ai_summary: This forum event replay documents a dialogue between world-class mathematician
    Terence Tao and OpenAI's VP of Research Mark Chen on the intersection of frontier
    reasoning models and formal mathematics. The session demonstrates how system-guided
    reasoning, hypothesis generation, and automated code generation are actively reshaping
    the workflow of academic research and mathematical verification.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 942deca2cf5874e4e426b2a94bca1b51da23aeba3d03249f9bb0d8c8ec948eb1
  description: A foundational discussion on how AI reasoning models are integrated
    into rigorous academic and mathematical scientific discoveries.
  hierarchy:
  - AI
  - Artificial Intelligence
  - Advanced Reasoning
  - Mathematical Discovery
  is_microservice: false
  language: en
  last_checked: 1780352849.031753
  reputation_status: Vetted
  reputation_summary: A highly valued discussion illustrating the integration of advanced
    LLM reasoning inside automated theorem proving and scientific discovery workflows.
  resource_type: Video
  social_preview_url: ''
  source_provenance: X.com (OpenAI)
  stars: 4
  status: online
  suggested_new_category: ai-research-scientific
  tags:
  - '[CASE STUDY]'
  - '[EMERGING]'
  title: 'Event Replay: Terence Tao and Mark Chen on AI and Mathematical Discovery'
  year: '2026'
https://forums.aws.amazon.com:
  addition_method: manual
  content_hash: 465009557511c541229975876def39876da5a90ba73b2257c9e6dfc355e92715
  description: ''
  health_score: 100.0
  last_checked: 1779031497.944882
  stars: 0
  status: online
  title: AWS Forums
  v1_locations:
  - docs/aws.md
  - docs/newsfeeds.md
  year: N/A
https://forums.docker.com/t/running-an-insecure-registry-insecure-registry/8159:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Community forum thread detailing user-submitted troubleshooting tips
    and configuration overrides for the `--insecure-registry` docker daemon parameter.
    This historical Q&A addresses common handshake and certificate mapping issues
    during registry prototyping. Modern security postures mandate avoiding insecure
    setups in production environments.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Container Management
  - Docker Security
  - Insecure Registries
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Running an insecure registry –insecure-registry
  addition_method: manual
  v2_locations:
  - registries.md
https://fossforce.com:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: A news and analysis platform dedicated to free and open-source software
    (FOSS), discussing industry trends, licensing, and community governance. Offers
    high-level context on the evolution of open-source ecosystems impacting enterprise
    IT strategies.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - Community & General Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: FOSS Force
  addition_method: manual
  v2_locations:
  - linux.md
https://fourtheorem.com/monorepo:
  addition_method: manual
  content_hash: 2f0a5661a06c31da0f2da5a31f8f3c4905810195472f775ada73a4c7de159c4f
  health_score: 100.0
  last_checked: 1779130495.009186
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering fourtheorem.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://foxutech.com/kubernetes-namespace-resource-quota-and-limits:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Provides step-by-step instructions on implementing Resource Quotas
    and LimitRanges at the namespace level.

    - Demonstrates multi-tenant boundary isolation using YAML configurations.

    - Essential for sandbox and shared development environments.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Policy & Governance
  - Resource Quotas
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "foxutech.com: Kubernetes Namespace Resource Quota and Limits \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://fr4nk.xyz/understanding-ingress-in-kubernetes-a-comprehensive-guide-b23b5cf37f8d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033805.633767
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==fr4nk.xyz: Understanding Ingress in Kubernetes: A Comprehensive Guide=='
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==fr4nk.xyz:
    Understanding Ingress in Kubernetes: A Comprehensive Guide== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://fransemalila.medium.com/kubernetes-networking-cea2e1b7d2b3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031620.077553
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'fransemalila.medium.com: Kubernetes Networking'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering fransemalila.medium.com:
    Kubernetes Networking in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://free-for.dev:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A comprehensive community-driven directory indexing free development
    tiers from major infrastructure, platform, SaaS, and API providers. Highly useful
    for architects scoping zero-cost environments for development sandboxes and lightweight
    container testbeds.
  language: Markdown
  resource_type: Reference Portal
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Resources
  - Free Tiers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: free-for.dev
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://free-web-services.com:
  description: ''
  year: '2025'
  stars: 2
  ai_summary: A public directory index mapping legacy web services and free APIs.
    Helpful for basic testing, though modern developers often prefer containerized
    local mocks for CI integration consistency.
  language: Agnostic
  resource_type: Directory
  complexity: Beginner
  hierarchy:
  - Public Resources
  - Catalogs
  - Web Services
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: free-web-services.com
  addition_method: manual
  v2_locations:
  - api.md
https://freelance.es:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A dedicated digital portal and community framework supporting freelance
    professionals in Spain. It offers administrative guides, legal protection updates,
    and billing services. Live grounding identifies it as a highly reliable resource
    for navigating complex 'autónomo' tax structures and compliance checks.
  language: Spanish
  resource_type: Platform/Legal
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Legal Compliance
  - Spanish Freelancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: freelance.es
  addition_method: manual
  v2_locations:
  - freelancing.md
https://freepromagazine.blogspot.de/2014/07/free-eguide-jvm-troubleshooting-guide.html:
  description: ''
  year: '2014'
  stars: 0
  ai_summary: A legacy reference guide focused on classical JVM diagnostics, thread
    dump analysis, and heap tracking. While it lays down correct foundational principles
    for identifying memory leaks and deadlock patterns, its technical utility is limited
    today given its lack of coverage on modern diagnostic frameworks like JDK Flight
    Recorder, Cryostat, and advanced container-aware heap tools.
  language: English
  resource_type: E-Book/Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Java Virtual Machine
  - Diagnostics and Troubleshooting
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'Free eGuide: JVM Troubleshooting Guide'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://freesoft.dev/program/126957220:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034102.748895
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'freesoft.dev: Ansible Role: Harbor API Codifying'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering freesoft.dev:
    Ansible Role: Harbor API Codifying in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://frigate.readthedocs.io:
  addition_method: manual
  content_hash: 2ae413875c463b192303cfe50e9af966fe426ce150fbe2bb7d52187e5f00b627
  description: ''
  health_score: 100.0
  last_checked: 1779032074.440899
  stars: 0
  status: online
  title: Frigate
  v1_locations:
  - docs/helm.md
  year: N/A
https://frigate.readthedocs.io/en/latest:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Open-source documentation generator specializing in extracting complex
    metadata profiles from Helm values files. Provides teams with structural consistency
    by eliminating manual developer intervention when writing chart readmes.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Documentation Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Frigate
  addition_method: manual
  v2_locations:
  - helm.md
https://fsgeorgee.medium.com/growing-out-of-heroku-to-terraform-docker-and-aws-69e66df4132d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034486.948855
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'fsgeorgee.medium.com: Growing out of Heroku to Terraform, Docker and AWS'
  v1_locations:
  - docs/demos.md
  - docs/terraform.md
  v2_locations:
  - demos.md
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering fsgeorgee.medium.com:
    Growing out of Heroku to Terraform, Docker and AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://fuse.labs.osecloud.com/fuse/creating-a-microservices-project-with-maven:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032751.396851
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering fuse.labs.osecloud.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://futurecoder.io:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Interactive browser-based Python playground that implements inline debugging,
    code visualization tools, and stack-trace debugging to assist developers in learning
    core programming practices.
  language: JavaScript
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Interactive Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: futurecoder.io
  addition_method: manual
  v2_locations:
  - python.md
https://gabrieltanner.org/blog/collecting-prometheus-metrics-in-golang:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical walk-through detailing how to instrument a Go application
    with custom Prometheus metrics using the official client library. Demonstrates
    defining, registering, and incrementing Counters and Gauges, and exposes them
    over an HTTP handler endpoint.
  language: Go
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Client Libraries
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'gabrieltanner.org: Golang Application monitoring using Prometheus'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://gabrieltanner.org/blog/ha-kubernetes-cluster-using-k3s:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A technical tutorial demonstrating how to install high-availability
    K3s clusters by leveraging external SQL databases (like PostgreSQL) to store states
    as an alternative to etcd.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Edge & IoT
  - High Availability
  - Database Options
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'gabrieltanner.org: Setting up a HA Kubernetes cluster using K3S'
  addition_method: manual
  v2_locations:
  - rancher.md
https://gaia-x.eu:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official portal for Gaia-X, a European initiative seeking to establish
    unified requirements for an open, secure, and federated data architecture. Curated
    as a data sovereignty system; live grounding reflects its transition from theoretical
    architectural documents to real-world deployment of Gaia-X Compliance Engines.
  language: English
  resource_type: Specification/Standard
  complexity: Advanced
  hierarchy:
  - Data Sovereignty
  - Regulatory Ecosystems
  - Gaia-X Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Gaia-X.eu
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://galaxy.ansible.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Ansible Galaxy serves as the central hub and public registry for finding,
    downloading, and sharing community-driven or certified Ansible collections, roles,
    and modules, serving as the core package ecosystem for modern IaC.
  language: N/A
  resource_type: Registry
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Package Registry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: galaxy.ansible.com
  addition_method: manual
  v2_locations:
  - ansible.md
https://galaxy.ansible.com/UnderGreen/prometheus-node-exporter:
  description: '- [github.com/UnderGreen/ansible-prometheus-node-exporter](https://github.com/UnderGreen/ansible-prometheus-node-exporter)'
  year: '2024'
  stars: 0
  ai_summary: A lightweight, target-focused Ansible role specifically created to provision
    Prometheus Node Exporter. Useful for simple, bare-metal telemetry rollouts.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Node Exporter Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: galaxy.ansible.com/UnderGreen/prometheus-node-exporter
  addition_method: manual
  v2_locations:
  - prometheus.md
https://galaxy.ansible.com/William-Yeh/prometheus:
  description: "- [github.com/William-Yeh/ansible-prometheus](https://github.com/William-Yeh/ansible-prometheus)\n
    \   - [awesomeopensource.com/project/William-Yeh/ansible-prometheus](https://awesomeopensource.com/project/William-Yeh/ansible-prometheus)"
  year: '2020'
  stars: 0
  ai_summary: 'A historical Ansible module for Prometheus installations. Live Grounding
    Note: Currently unmaintained. Modern orchestrations have transitioned to Helm
    charts or upstream operators.'
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Legacy Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: galaxy.ansible.com/William-Yeh/prometheus
  addition_method: manual
  v2_locations:
  - prometheus.md
https://galaxy.ansible.com/alexdzyoba/jmx-exporter:
  addition_method: manual
  content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5
  description: ''
  health_score: 100.0
  last_checked: 1779031108.799658
  needs_ai_refresh: true
  stars: 0
  title: galaxy.ansible.com/alexdzyoba/jmx-exporter
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://galaxy.ansible.com/ansible/product_demos:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: 'The official catalog of production-ready Ansible product demos hosted
    on Ansible Galaxy. Contains modular roles and collections designed to streamline
    enterprise cloud deployments. (Live Grounding: Serves as a vital asset directory
    for platform engineering teams utilizing Ansible Automation Platform).'
  language: YAML
  resource_type: Asset Catalog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code & CI-CD
  - Configuration Management
  - Ansible Galaxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "galaxy.ansible.com/ansible/product_demos \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://galaxy.ansible.com/atosatto/docker-swarm:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An automation playbook for deploying secure Docker Swarm setups via
    Ansible. Highly useful for configuring Swarm managers and multi-tier network nodes
    programmatically.
  language: YAML
  resource_type: IaC Module
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Docker Swarm
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'galaxy.ansible.com: Docker Ansible Role'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://galaxy.ansible.com/awx/awx:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The official `awx.awx` Ansible Collection, which provides dedicated
    modules to interact programmatically with AWX/Tower API endpoints. This enables
    GitOps-style management of AWX configurations, job templates, credentials, and
    organizational schemas.
  language: Python
  resource_type: Collection
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Collections
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'AWX Ansible Collection: galaxy.ansible.com/awx/awx'
  addition_method: manual
  v2_locations:
  - ansible.md
https://galaxy.ansible.com/cloudalchemy/node-exporter:
  description: '- [github.com/cloudalchemy/ansible-prometheus](https://github.com/cloudalchemy/ansible-prometheus)'
  year: '2025'
  stars: 0
  ai_summary: Highly standard Cloud Alchemy Ansible role configured to install, register,
    and maintain Prometheus Node Exporter. Leverages secure systemd user privileges
    and handles multi-distro variations flawlessly.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Node Exporter Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: galaxy.ansible.com/cloudalchemy/node-exporter
  addition_method: manual
  v2_locations:
  - prometheus.md
https://galaxy.ansible.com/geerlingguy:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official Ansible Galaxy repository page for Jeff Geerling (geerlingguy),
    the most prominent community contributor in the Ansible landscape. Host to dozens
    of highly maintained roles covering PHP, Docker, Jenkins, and Kubernetes.
  language: N/A
  resource_type: Registry Profile
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Community Authors
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: galaxy.ansible.com/geerlingguy
  addition_method: manual
  v2_locations:
  - ansible.md
https://galaxy.ansible.com/geerlingguy/awx:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A popular, legacy Ansible role by Jeff Geerling designed for automated
    installation of AWX on virtual or bare-metal systems. Note that since modern AWX
    relies almost exclusively on the Kubernetes AWX Operator, this role is largely
    legacy.
  language: YAML
  resource_type: Role
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Roles
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "galaxy.ansible.com/geerlingguy/awx \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://galaxy.ansible.com/mesaguy/prometheus:
  description: '- [github.com/mesaguy/ansible-prometheus](https://github.com/mesaguy/ansible-prometheus)'
  year: '2024'
  stars: 0
  ai_summary: Ansible playbooks designed to orchestrate server installation, Alertmanager
    nodes, and basic discovery pipelines. Highly parameterizable configuration schemas.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Prometheus Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: galaxy.ansible.com/mesaguy/prometheus
  addition_method: manual
  v2_locations:
  - prometheus.md
https://galaxy.ansible.com/mkgin/vmware-harbor:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An Ansible Galaxy integration hub targeting VMware's deployment instances
    of the Harbor container registry. This legacy role is built for deploying VM-hosted
    registries. Modern engineering workflows prioritize containerized cluster deployments
    instead of Ansible-orchestrated VM-level Harbor runtimes.
  language: N/A
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure Security
  - Container Registries
  - Harbor Automation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: galaxy.ansible.com/mkgin/vmware-harbor
  addition_method: manual
  v2_locations:
  - registries.md
https://galaxy.ansible.com/nginxinc/nginx_core:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: The official Ansible NGINX Core Collection. It automates the installation,
    configuration, and execution of NGINX Open Source and NGINX Plus instances. It
    provides modular, enterprise-ready playbooks to streamline load-balancing, reverse
    proxies, and web operations across heterogeneous environments.
  language: YAML
  resource_type: tool
  complexity: intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - NGINX Automation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: galaxy.ansible.com/nginxinc/nginx_core
  addition_method: manual
  v2_locations:
  - ansible.md
https://galaxy.ansible.com/t_systems_mms/letsencrypt:
  addition_method: manual
  content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5
  description: ''
  health_score: 100.0
  last_checked: 1779031037.187558
  needs_ai_refresh: true
  stars: 0
  title: 'galaxy.ansible.com: letsencrypt'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://galaxy.ansible.com/theforeman/foreman:
  addition_method: manual
  content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5
  description: ''
  health_score: 100.0
  last_checked: 1779031406.32131
  needs_ai_refresh: true
  stars: 0
  title: Ansible Modules to manage Foreman and Katello installations
  v1_locations:
  - docs/ansible.md
  year: N/A
https://ganeshvernekar.com/blog/prometheus-tsdb-mmapping-head-chunks-from-disk:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Part three of the TSDB deep dive, explaining how Prometheus memory-maps
    (mmap) historical head chunks to disk. By offloading cold chunks from RAM to disk
    while maintaining access references in memory, Prometheus significantly reduces
    its operational RAM requirements under dense monitoring workloads.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - TSDB Internals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ganeshvernekar.com: Prometheus TSDB (Part 3): Memory Mapping of Head Chunks
    from Disk'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://ganeshvernekar.com/blog/prometheus-tsdb-persistent-block-and-its-index:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Part four of the TSDB deep-dive series, analyzing the persistent block
    layout and its index structures on disk. Covers how the compactor merges historical
    2-hour TSDB blocks, compresses the indices, and manages directory structures to
    allow low-overhead analytical PromQL queries.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - TSDB Internals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ganeshvernekar.com: Prometheus TSDB (Part 4): Persistent Block and its Index'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://ganeshvernekar.com/blog/prometheus-tsdb-the-head-block:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The first entry of a detailed deep dive into Prometheus Time Series
    Database (TSDB) internals, focusing on the Head Block. It explains the mechanics
    of in-memory chunk allocation, active series data indexing, inverted index algorithms,
    and posting list lookups for instant query resolution.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - TSDB Internals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ganeshvernekar.com: Prometheus TSDB (Part 1): The Head Block'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://ganeshvernekar.com/blog/prometheus-tsdb-wal-and-checkpoint:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Part two of the TSDB deep dive, detailing Write-Ahead Logging (WAL)
    and checkpointing operations. It outlines how Prometheus guarantees data persistence
    during system crashes by sequentially logging samples, and explains the checkpoint
    garbage collection strategy to optimize disk space.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - TSDB Internals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ganeshvernekar.com: Prometheus TSDB (Part 2): WAL and Checkpoint'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://garba.org/posts/2018/k8s_pod_lc:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A technical breakdown of Pod lifecycle states, start probes, and termination
    parameters. Curator Insight notes its value in troubleshooting restart loops.
    Live Grounding underscores how pod lifecycles affect blue-green deployment strategies.
  language: English
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Platform
  - Container Orchestration
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'garba.org: Kubernetes Pod Life Cycle Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://garden.io:
  addition_method: manual
  content_hash: 7b4df8d5c724f8f10f455185be5cf2acb0c0ebafe8eb15c44f2d84671cb7415b
  description: ''
  health_score: 100.0
  last_checked: 1779034313.690304
  stars: 0
  status: online
  title: ==garden.io==
  v1_locations:
  - docs/kubernetes-based-devel.md
  - docs/kubernetes-tools.md
  - docs/scaffolding.md
  year: N/A
https://garden.io/blog/performance-testing:
  addition_method: manual
  content_hash: 7b4df8d5c724f8f10f455185be5cf2acb0c0ebafe8eb15c44f2d84671cb7415b
  description: ''
  health_score: 100.0
  last_checked: 1779030742.226792
  stars: 0
  status: online
  title: 'garden.io: Performance testing on a microservice architecture'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  year: N/A
https://garden.io/blog/pulumi-vs-terraform:
  addition_method: manual
  content_hash: 7b4df8d5c724f8f10f455185be5cf2acb0c0ebafe8eb15c44f2d84671cb7415b
  description: ''
  health_score: 100.0
  last_checked: 1779032152.927222
  stars: 0
  status: online
  title: 'garden.io: Pulumi vs. Terraform: A comparison of Infrastructure as Code''
    tools'
  v1_locations:
  - docs/pulumi.md
  year: N/A
https://gateway-api.sigs.k8s.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main documentation site for the Gateway API. Serves as the ultimate
    authority on advanced routing concepts, conformance testing, and controller implementation
    guidelines.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Gateway API
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "gateway-api.sigs.k8s.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://gatling.io:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Gatling is a highly optimized, asynchronous load-testing framework designed
    for high-concurrency scenarios. Written in Scala and Java, it utilizes Netty and
    Akka actors under the hood to handle thousands of concurrent virtual users on
    a single host machine, avoiding the thread-per-user overhead common in legacy
    frameworks like JMeter.
  language: Scala
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Testing
  - Performance Testing
  - Gatling
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: gatling.io
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://gatling.io/docs/current/extensions/jenkins_plugin:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031231.488338
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'gatling.io: Jenkins plugin'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering gatling.io:
    Jenkins plugin in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://gceasy.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An advanced JVM garbage collection log analyzer. Uses machine learning
    algorithms to evaluate GC pauses, throughput, and memory trends, delivering actionable
    tuning recommendations for JVM sizing and GC algorithms (G1GC, ZGC).
  language: None
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Monitoring
  - Java Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "gceasy.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://geek-cookbook.funkypenguin.co.nz/recipes/kubernetes/oauth2-proxy:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A configuration guide describing how to wrap the Kubernetes Dashboard
    and sensitive internal APIs with oauth2-proxy, enabling secure OIDC integrations
    and SSO workflows.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - OIDC
  - OAuth2 Proxy
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'geek-cookbook.funkypenguin.co.nz: Using OAuth2 proxy for Kubernetes Dashboard'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://geekflare.com/cybersecurity/kubernetes-security-scanner:
  addition_method: manual
  content_hash: 7c78d01ca6176516ac5d47db06d80bb02515a64a39777d9675586dce927bddb6
  health_score: 100.0
  last_checked: 1779130495.013747
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering geekflare.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://geekflare.com/dev/generate-analyze-thread-dumps:
  addition_method: manual
  content_hash: e94cae84d9684c28631ab0a368831e265ef3e7ad817494c2e8d57ef32f72b58d
  health_score: 100.0
  last_checked: 1779130495.021628
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering geekflare.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://geekflare.com/devops-tools:
  addition_method: manual
  content_hash: 5bad1017b82ca8f4905682d3fd7d359c164410d661fd3c8ab5ddabfcd6bb93b8
  description: ''
  health_score: 100.0
  last_checked: 1779030730.283713
  stars: 0
  status: online
  title: 'geekflare.com: devops-tools'
  v1_locations:
  - docs/devops-tools.md
  year: N/A
https://geekflare.com/devops/config-management-tools:
  addition_method: manual
  content_hash: 345a5f7af7ed72b6d7b31167bc131ea9bc92ac6436aae361d1bd7250165ed92d
  health_score: 100.0
  last_checked: 1779130494.950848
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering geekflare.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://geekflare.com/es/kubernetes-best-practices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Spanish-language article outlining 10 pivotal Kubernetes best practices.
    Highlights infrastructure sizing, logging integration, namespace isolation, RBAC
    enforcement, and secure container image building.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Best Practices
  - Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'geekflare.com: Diez mejores prácticas de Kubernetes para una mejor orquestación
    de contenedores'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://geekflare.com/generate-analyze-thread-dumps:
  addition_method: manual
  content_hash: 977bc922486c5fad3caf53da2155b1f4fbed9368b7e4608522c709aa6482e098
  description: ''
  health_score: 100.0
  last_checked: 1779033088.561662
  stars: 0
  status: online
  title: "geekflare.com: What is Thread Dump and How to Analyze them? \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  year: N/A
https://geekflare.com/gitops-introduction:
  addition_method: manual
  content_hash: bdb549c78df7f751ecf9679e7f326033e7947c2ffd1d56c4d6feb10b015a3bc5
  description: ''
  health_score: 100.0
  last_checked: 1779032797.85576
  stars: 0
  status: online
  title: 'geekflare.com: An Introduction to GitOps'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://geekflare.com/kubernetes-best-practices:
  addition_method: manual
  content_hash: 5d937313010eb7a1c1d38b2e9a2fbc0eb6f2b1b5fb8b45d41159303d18a4715c
  description: ''
  health_score: 100.0
  last_checked: 1779032869.133868
  stars: 0
  status: online
  title: 'geekflare.com: 10 Kubernetes Best Practices for Better Container Orchestration'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://geekflare.com/topic/development:
  addition_method: manual
  content_hash: 189548e9e2ca4c3b781685b97e4ded17ccbbbc1c57b3c87aa7fae3dabf00028b
  health_score: 100.0
  last_checked: 1779130495.011066
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering geekflare.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://geeksarray.com/blog/microservice-architecture-pattern-for-architects:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Serves as a fundamental reference blueprint for systems architects designing
    microservices. Explains transaction boundaries, operational logging, API gateway
    proxies, database isolation, and service discovery mechanics.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Design Patterns
  - Reference Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "geeksarray.com: Microservice Architecture Pattern for Architects \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://gendocu.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033162.48311
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==gendocu.com: RPC API Developer Portal=='
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==gendocu.com:
    RPC API Developer Portal== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://gennyallcroft.medium.com/understanding-kubernetes-deployments-with-helm-444116a622be:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032388.299036
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'gennyallcroft.medium.com: Understanding Kubernetes deployments with Helm'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering gennyallcroft.medium.com:
    Understanding Kubernetes deployments with Helm in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://geshan.com.np/blog/2021/07/rabbitmq-docker-nodejs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical tutorial for orchestrating RabbitMQ alongside Node.js microservices
    using Docker Compose. It outlines steps to build local development environments
    and configure basic exchange-bound AMQP workflows.
  language: JavaScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Message Brokers
  - Docker
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'geshan.com.np: How to use RabbitMQ and Node.js with Docker and Docker-compose'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://geshan.com.np/blog/2021/12/docker-postgres:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive walkthrough detail-oriented on deploying PostgreSQL
    databases in local Docker Compose stacks. It covers critical concepts like volume
    persistence to protect against data loss during restarts, environment variable
    configurations for authentication, and mapping local ports for external database
    client connections. This guide is ideal for developers seeking a reliable stateful
    environment for local application testing.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Databases
  - PostgreSQL
  - Local Environments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'geshan.com.np: Postgres with Docker and Docker compose a step-by-step guide
    for beginners'
  addition_method: manual
  v2_locations:
  - docker.md
https://get-ytt.io:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A structured, command-line template engine designed to process YAML
    files as semantic AST objects rather than raw strings. Developed by VMware Carvel,
    ytt uses Python-like Starlark code to safely patch, template, and validate complex
    cloud-native resource manifests.
  language: Go
  resource_type: tool
  complexity: advanced
  hierarchy:
  - Cloud Native Operations
  - Kubernetes
  - Advanced Templating
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: ytt
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://get.robin.io:
  addition_method: manual
  content_hash: 2072f3fb12a840fa649f14d4f73a99ef1c21617c0bff45e219d166575d7acbc6
  health_score: 100.0
  last_checked: 1779031782.366654
  v1_locations:
  - docs/ocp4.md
https://getbetterdevops.io/build-docker-images-using-ansible-and-packer:
  addition_method: manual
  content_hash: 272ff80bf21d42cf1454211278538426ed1a18e16bd66d12a38fec85a1bcc9ca
  description: ''
  health_score: 100.0
  last_checked: 1779033069.812471
  stars: 0
  status: online
  title: 'getbetterdevops.io: Build Docker Images Using Ansible and Packer'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://getbetterdevops.io/k8s-ingress-with-letsencrypt:
  addition_method: manual
  content_hash: 272ff80bf21d42cf1454211278538426ed1a18e16bd66d12a38fec85a1bcc9ca
  description: ''
  health_score: 100.0
  last_checked: 1779029504.733992
  stars: 0
  status: online
  title: 'getbetterdevops.io: How to Secure K8S Nginx Ingress With Let’s Encrypt and''
    Cert Manager'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://getbetterdevops.io/terraform-with-helm:
  addition_method: manual
  content_hash: 272ff80bf21d42cf1454211278538426ed1a18e16bd66d12a38fec85a1bcc9ca
  description: ''
  health_score: 100.0
  last_checked: 1779033803.692642
  stars: 0
  status: online
  title: "==getbetterdevops.io: How To Deploy Helm Charts With Terraform== \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://getenroute.io/blog/leverage-open-source-oss-derive-insights-grafana-prometheus-tsdb-kubernetes-standalone-api-gateway:
  addition_method: manual
  content_hash: 94c0c28a11c8f9635991eb0fd8657952d4963db1c07d31c1f3c3bf0cfd648eec
  description: ''
  health_score: 100.0
  last_checked: 1779030862.041447
  stars: 0
  status: online
  title: 'getenroute.io: TSDB, Prometheus, Grafana In Kubernetes: Tracing A Variable''
    Across The OSS Monitoring Stack'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://getenroute.io/docs/ingress-filter-legos-secure-microservices-apis-using-helm-envoy:
  addition_method: manual
  content_hash: c5ccc18f113d30d1847ecda6920a8d44ade901e2c62e50be9452d1aacf9b0f55
  description: ''
  health_score: 100.0
  last_checked: 1779032340.614568
  stars: 0
  status: online
  title: "getenroute.io: Drive API Security At Kubernetes Ingress Using Helm And Envoy'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://getkuby.io:
  description: ''
  addition_method: manual
  content_hash: bdb28ea6fe2cd3c84d685c317caa0e957868953d5cb11afb2f1f72c422eba6dc
  health_score: 100.0
  last_checked: 1779032785.5861
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: Kuby is a configuration and deployment wrapper tailored for Ruby on
    Rails applications running on Kubernetes. It abstracts the creation of complex
    Dockerfiles, Helm charts, and ingress resources into a single Ruby DSL, enabling
    Rails developers to deploy to cloud clusters without deep Kubernetes expertise.
  language: Ruby
  resource_type: Framework
  complexity: Medium
  hierarchy:
  - Application Delivery
  - Frameworks
  - Ruby on Rails
  is_microservice: false
  title: Kuby
https://getmatter.app:
  addition_method: manual
  content_hash: e359d33722d3dd1e2437967e1f0b64b4a8a04cefd5ccea53e95794444ff2f070
  description: ''
  health_score: 100.0
  last_checked: 1779034139.888888
  stars: 0
  status: online
  title: Matter
  v1_locations:
  - docs/workfromhome.md
  year: N/A
https://getseabird.github.io:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Seabird is a fast, responsive open-source desktop client built to manage
    Kubernetes clusters. It directly leverages active local kubeconfig configurations
    to deliver seamless, real-time visibility into pods, deployments, and cluster
    logs.
  language: Rust
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Desktop Client
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "getseabird.github.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://gettopical.com/djangoframework:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A curation platform consolidating latest releases, security advisories,
    ecosystem packages, and core codebase changes for Django. Vital resource for architects
    keeping up-to-date with security alerts and system patches.
  language: English
  resource_type: Aggregator
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Community News
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'gettopical.com: Get Django Latest News'
  addition_method: manual
  v2_locations:
  - python.md
https://gigaom.com/report/gigaom-radar-for-data-storage-for-kubernetes:
  addition_method: manual
  content_hash: 099a11e0fa4edc386ccfbf1692aa13281cf29194dffe099fec88ccb809d86409
  health_score: 100.0
  last_checked: 1779033418.861868
  v1_locations:
  - docs/kubernetes-storage.md
https://gijsreijn.medium.com/optimizing-your-dsc-v3-authoring-experience-in-vscode-bd8e90c52312:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031455.374085
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'gijsreijn.medium.com: Optimizing Your DSC V3 Authoring Experience in VSCode'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering gijsreijn.medium.com:
    Optimizing Your DSC V3 Authoring Experience in VSCode in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://gist.github.com/CrookedNumber/8964442:
  description: ''
  addition_method: manual
  ai_summary: A practical troubleshooting guide mapping out strategies to revert or
    reset the latest Git commit. Explains the critical differences between `--soft`,
    `--mixed`, and `--hard` reset commands for local and remote recovery workflows.
  complexity: Beginner
  content_hash: 421ebc4795ba767c78a547cf843710529449385abc6eba1a4d6257e3ee633689
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Operations
  is_microservice: false
  language: Bash
  last_checked: 1781735940.474408
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2014'
  title: Removing the last commit
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/Faheetah/e11bd0315c34ed32e681616e41279ef4:
  description: ''
  addition_method: manual
  content_hash: d15f636952706a95487d2517870101d3dbeeb1c5a26c2ddb23887fc2aaae6ba1
  health_score: 100.0
  last_checked: 1781735992.204629
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2020'
  ai_summary: A community-maintained troubleshooting list pointing out common escaping
    issues, quotation rules, and environmental string quirks in Groovy Jenkinsfiles.
    An essential helper to reference when debugging nested bash steps and complex
    shell variable interpolation.
  language: Groovy
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Pipeline as Code
  - Jenkinsfile Troubleshooting
  is_microservice: false
  title: 'GitHub Gist - Faheetah/Jenkinsfile.groovy: **Jenkinsfile idiosynchrasies''
    with escaping and quotes**'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/GTRekter/51f8be3fbfb13b3696f92e117d956597:
  description: ''
  addition_method: manual
  content_hash: 2316308b32046c380b82bc6156ff3bd9c07602d4ddff771c48804f0093fe9373
  health_score: 100.0
  last_checked: 1781735879.559064
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2023'
  ai_summary: A PowerShell-driven automation script that extracts Terraform plans
    and posts them directly as rich markdown comments in Azure DevOps Pull Requests.
    Live 2026 engineering audits show that while native extensions offer similar behaviors,
    custom gists are widely used to maintain clean PR review workflows.
  language: PowerShell
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - Infrastructure as Code
  - Terraform Orchestration
  - Pull Request Feedback
  is_microservice: false
  title: 'gist.github.com: This snippet contains the steps to generate a terraform''
    plan and post it as a comment of a pull request in Azure DevOps'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/JamesMGreene/cdd0ac49f90c987e45ac:
  description: ''
  addition_method: manual
  ai_summary: A detailed side-by-side terminal command comparison showing what the
    automated `git-flow` wrapper does under the hood versus raw Git commands. Essential
    for engineers who need to debug broken branch states or build custom CI/CD scripts
    without external dependencies.
  complexity: Intermediate
  content_hash: a69ee091e4e7b0165da20cd1d7dda9729de3e1439528b87b5415ca5c62c41e27
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  is_microservice: false
  language: Bash
  last_checked: 1781735940.550434
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2015'
  title: 'gist.github.com/JamesMGreene: A comparison of using `git flow` commands''
    versus raw `git` commands'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/PatrLind/e651d3cbc3bf68e4bd9fcc9568cbd3fb:
  description: ''
  addition_method: manual
  ai_summary: Provides hardening steps for securing developer workstation `~/.kube/config`
    files. Details POSIX permissions adjustments, the usage of credential helpers,
    and avoiding static administrative token storage.
  complexity: Basic
  content_hash: ddb7e934892c999e7ffb796047b2c07472eb4d4aad6e69dfa792fa7ac6b479ad
  health_score: 100.0
  hierarchy:
  - Kubernetes Security
  - Workstation Client Security
  - Kubeconfig Hardening
  is_microservice: false
  language: Shell
  last_checked: 1781736026.121354
  needs_ai_refresh: true
  resource_type: tutorial
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: '2020'
  title: 'gist.github.com: How to protect your ~/.kube/ configuration'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/andykuszyk/a5ee80ae263e77f651bed878c1deb03b:
  description: ''
  addition_method: manual
  content_hash: 6fe389c1d6ad96dfb6a95b68a102a39ec7e839fd7889d34d8b16afa0b76281b3
  health_score: 100.0
  last_checked: 1781735929.519659
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/dotnet.md
  v2_locations:
  - dotnet.md
  year: '2023'
  ai_summary: A concise, developer-centric guide mapping the CLI workflows required
    to construct and publish NuGet packages. Explores packing commands, validation,
    local server configuration, target registry configuration, and security practices
    for handling API keys.
  language: Shell
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Architecture & .NET Development
  - Package Management
  - Publishing Workflows
  is_microservice: false
  title: 'gist.github.com: Creating and Publishing NuGet Packages'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/chadmcrowell/4d11b8a56aba3bdc32ea73c31104357b:
  description: ''
  addition_method: manual
  content_hash: 5c9ca00b5ec15ab39feea9a2b195978cdaf7fdd85663956840ecddb55896a84d
  health_score: 100.0
  last_checked: 1781736233.346126
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2021'
  ai_summary: A practical Gist code blueprint illustrating how to integrate AKS with
    Virtual Nodes backed by Azure Container Instances (ACI). Provides a dynamic model
    for running containerized burst workloads serverlessly without additional VM node
    provisioning.
  language: HCL
  resource_type: Code
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Azure
  - AKS & OpenShift Orchestration
  is_microservice: false
  title: 'gist.github.com/chadmcrowell: AKS w/Virtual Nodes (ACI)'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/chadmcrowell/f3fc3be2ca1fcb887034162c14d77e74:
  description: ''
  addition_method: manual
  content_hash: b8a6ead36971e59f17f178a130c8210c292c7cc4045b4686a8c1adac7d04b385
  health_score: 100.0
  last_checked: 1781736101.755792
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/networking.md
  v2_locations:
  - networking.md
  year: '2020'
  ai_summary: A portable Bash shell scripting library for programmatic calculation
    of CIDR blocks, host scopes, and netmask translations directly inside Linux terminal
    host environments.
  language: Shell
  resource_type: Script
  complexity: Intermediate
  hierarchy:
  - Computer Networking & IPAM
  - Subnetting & Addressing
  - Command-Line Utilities
  is_microservice: false
  title: "gist.github.com: chadmcrowell/cidr.sh \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/djspiewak/9f2f91085607a4859a66:
  description: ''
  addition_method: manual
  ai_summary: The Git DMZ Flow introduces a specialized 'demilitarized zone' branch
    acting as a buffer between feature integrations and the protected production branch.
    Automated CI suites run validation tasks directly in this zone, completely preventing
    unstable changes from polluting main lines without relying on complex manual gates.
  complexity: Advanced
  content_hash: 2e3498fea77db97836c13fa928f3bfe82e28b0e25ee9ac5fda7c20baae2d7d12
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  is_microservice: false
  language: Markdown
  last_checked: 1781735940.249553
  needs_ai_refresh: true
  resource_type: Specification
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2015'
  title: Git DMZ Flow
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/hxlnt/60d0e62efdb973e221e585e2b990bfd6:
  description: ''
  addition_method: manual
  content_hash: 16e48cdd6ccc7b8bfc80e3ac1400ee6a8b793d27073b479472e2da8b6766f3a2
  health_score: 100.0
  last_checked: 1781736167.809265
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: This reference Gist documents configurations and methods for integrating
    Edge browser tools and frontend debuggers directly inside the VS Code editor.
    It enables developers to debug application user interfaces, run JavaScript profiles,
    and inspect network requests without leaving their IDE. This configuration streamlines
    development workflows when creating microservice management dashboards.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Documentation
  - Developer Tooling
  - Web Debugging
  is_microservice: false
  title: With the Edge (Chromium) Tools for VS Code you can see the browser's Inspector
    and Dev Tools within VSCode, to debug your front-end code
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/jahe/59557d507f43574b0d96:
  description: ''
  addition_method: manual
  content_hash: b015cca6c2311c725fd2f02acce80b86cc67a8369ecace1897851caebdf2894f
  health_score: 100.0
  last_checked: 1781735890.046658
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2026'
  ai_summary: A concise Gist tracking basic Gradle build files and target tasks. Curator
    Insight targets execution speeds and cache configurations. Live Grounding shows
    its persistent usefulness for modern Android build engineers.
  language: Groovy
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Build Automation
  - Gradle
  is_microservice: false
  title: 'github.com/jahe: Gradle Cheat Sheet'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/jiffle/499caa5f53ab8f90dc19a3040ee40f48:
  description: ''
  addition_method: manual
  content_hash: a99db13823be8fc8c5d2e0b91f1dcfe71ee444a758c03ab503a8d2cdfbf4f723
  health_score: 100.0
  last_checked: 1781735889.833354
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2026'
  ai_summary: A community collection of dependency blocks and plugin imports in Gradle.
    Curator Insight focuses on Gradle's compilation speeds. Live Grounding verifies
    its reliability when structuring multi-project builds.
  language: Groovy
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Build Automation
  - Gradle
  is_microservice: false
  title: 'github.com/jiffle: Gradle Cheat Sheet'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/jimangel/0014770713cdca8b363816930ef2520f:
  description: ''
  addition_method: manual
  content_hash: 176696de394292ad08398597cbc898063cbee52dca7d71b412e495dae21f40ca
  health_score: 100.0
  last_checked: 1781736026.067956
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-releases.md
  v2_locations:
  - kubernetes-releases.md
  year: '2019'
  ai_summary: Curator Insight features a test script for identifying deprecated Kubernetes
    v1.16 APIs. Live engineering truth in 2026 finds this script outdated, though
    historically valuable for understanding the mechanics of migrating extensions/v1beta1
    API resources.
  language: Shell
  resource_type: Code Repository
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - API Evolution
  - v1.16
  is_microservice: false
  title: Kubernetes v1.16 API deprecation testing
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/leonardofed:
  description: ''
  addition_method: manual
  ai_summary: A comprehensive, community-maintained GitHub Gist featuring a structured
    registry of mock exams, official whitepapers, and cloud design cheatsheets. It
    provides a reliable directory for self-directed preparation across multiple AWS
    credentials.
  complexity: Intermediate
  content_hash: b74f6418c0c8d80819b582478832f0d5a779994d4e06908a3d5537f0604e71e4
  health_score: 100.0
  hierarchy:
  - Cloud Computing
  - AWS
  - Certification Training
  is_microservice: false
  language: English
  last_checked: 1779033511.50311
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-training.md
  v2_locations:
  - aws-training.md
  year: '2023'
  title: A curated list of AWS resources to prepare for the AWS Certifications
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/luisalfonsopreciado/40a0fc2319241d517832affdce2bc1ff:
  description: ''
  addition_method: manual
  content_hash: 80420720cf80743f56bf140adbea55f27eb5ebc5b7fd5581705b907594eb304d
  health_score: 100.0
  last_checked: 1781736221.40658
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2021'
  ai_summary: 'A structured developer reference summarizing primary Kube Scheduler
    mechanisms.

    - Explains configuring node affinity, taints, tolerations, and scheduling profile
    plugins.

    - Provides a robust cheat-sheet format for engineering custom resource schedules.'
  language: English
  resource_type: Gist
  complexity: Intermediate
  hierarchy:
  - Scheduling & Orchestration
  - Scheduler Internals
  - Configuration
  is_microservice: false
  title: All you need to know to get started with the Kube Scheduler
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/michaellihs/b08c89581ec597fa198cf74e2239f4a6:
  description: ''
  addition_method: manual
  content_hash: a184795ca7faa4c0935e9fae7f92967067784d6abdb872e1fcbce0d9bda81bd0
  health_score: 100.0
  last_checked: 1781735889.876395
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2026'
  ai_summary: A highly functional GitHub Gist detailing declarative Jenkins pipeline
    syntaxes. Curator Insight focuses on automated container testing pipelines. Live
    Grounding proves declarative Groovy remains a massive infrastructure codebase
    across corporate IT.
  language: Groovy
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Development
  - CI/CD Platforms
  - Jenkins
  is_microservice: false
  title: gist.github.com/michaellihs (jenkins pipeline)
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/ninlil/affbf7514d4e74c7634e77f47e172236:
  description: ''
  addition_method: manual
  content_hash: a7cd8e96934366d61ec170e8f15c9af7d6192aab855b41b5725d8a947b8bd72f
  health_score: 100.0
  last_checked: 1781736221.395211
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2020'
  ai_summary: A highly specialized GitHub Gist that details mechanisms to query and
    extract both the applied and effective apiVersion from active Kubernetes objects.
    This tool is vital for API deprecation migrations and multi-version cluster upgrades
    where Helm or GitOps manifests diverge from runtime configurations. It leverages
    native kubectl Go templates and JSONPath filters to expose internal cluster metadata.
  language: Shell
  resource_type: Code Snippet
  complexity: Advanced
  hierarchy:
  - Automation
  - Debugging
  - API Objects
  is_microservice: false
  title: Get applied and effective apiVersion from Kubernetes objects
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/pierrejoubert73/902cc94d79424356a8d20be2b382e1ab:
  addition_method: manual
  content_hash: 20da3c231860dadc82bf0d21d61d534de3dbc9b29ed9395555df0229ab321db2
  description: ''
  health_score: 100.0
  last_checked: 1779034235.595644
  needs_ai_refresh: true
  stars: 0
  title: A collapsible section containing markdown
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://gist.github.com/rafaeltuelho/111850b0db31106a4d12a186e1fbc53e:
  description: ''
  addition_method: manual
  content_hash: 2cf3668a9f9c1d3ffc1f9befe08b95161b61906ed54f5f9f570ee471daeab59f
  health_score: 100.0
  last_checked: 1781735889.957793
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2026'
  ai_summary: A curated GitHub Gist focusing on route creations and project management
    inside OpenShift. Curator Insight points to easy execution structures. Live Grounding
    highlights how engineers bypass standard dashboard overhead with direct Gist terminal
    blocks.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Platform
  - Container Orchestration
  - OpenShift
  is_microservice: false
  title: 'gist.github.com: Openshift cheat sheet 2'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/scottrigby/a1a42c3292ec7899837c578ffdaaf92a:
  description: ''
  addition_method: manual
  content_hash: 70662c02ec6dc587c19c3ccca97070bfd30c4899ae45af1b126d34f097779714
  health_score: 100.0
  last_checked: 1781735939.899532
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: '2021'
  ai_summary: A comprehensive developer-focused outline addressing the conceptual
    transition from manual Helm installations to fully automated Helm Controller reconciliations
    in Flux. Live Grounding emphasizes that treating Helm charts as declarative artifacts
    rather than CLI actions represents the core shift to reliable, self-healing application
    lifecycles inside modern Kubernetes clusters.
  language: Markdown
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Deployment & Orchestration
  - Package Management
  - Helm & Flux
  is_microservice: false
  title: "==gist.github.com: GitOps for Helm Users== \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/so0k/42313dbb3b547a0f51a547bb968696ba:
  description: ''
  addition_method: manual
  ai_summary: A curated technical guide detailing advanced kubectl formatting options.
    It covers jsonpath extractions, custom columns, and Go templating recipes. This
    cheat sheet is incredibly valuable for platform engineers querying complex cluster
    statuses directly from the command line.
  complexity: intermediate
  content_hash: 4cac4c1c00efe6e4f1af0bfefc089b68c0ebdaa7fe67f5f2acc3438b9a72f0b9
  health_score: 100.0
  hierarchy:
  - Cloud Native Operations
  - Kubernetes
  - CLI Operations
  is_microservice: true
  language: YAML
  last_checked: 1781736180.841727
  needs_ai_refresh: true
  resource_type: documentation
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2021'
  title: "Kubectl output options \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://gist.github.com/starred:
  description: ''
  addition_method: manual
  content_hash: adfd12210935ae3a03ac6da9ca56002bcc109bfd919109472df49d8574259ac8
  health_score: 100.0
  last_checked: 1779130494.957963
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/project-management-tools.md
  v2_locations:
  - project-management-tools.md
  year: '2026'
  stars: 0
  ai_summary: An efficiency shortcut (`gist.new`) that directs users to GitHub's Gist
    creation environment. Allows developers to rapidly save, share, and audit isolated
    code configurations, terminal scripts, or stack traces without initializing full
    Git trees.
  language: English
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Utilities
  - GitHub Shortcuts
  is_microservice: false
  title: 'GH Gists: gist.new'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/tmckayus/8e843f90c44ac841d0673434c7de0c6a:
  description: ''
  addition_method: manual
  content_hash: 1260f68c3efaa0a4b2dde8e8d792deda6846d63b819cedd7c80ab7bf93b4b174
  health_score: 100.0
  last_checked: 1781736112.483095
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2020'
  ai_summary: An active community technical gist demonstrating how to configure and
    run CodeReady Containers (OpenShift Local) on a remote server. This workaround
    allows developers to bypass local RAM/CPU limitations by running the heavy single-node
    cluster on beefy headless remote servers while routing local CLI controls (`oc`,
    `kubectl`) over custom SSH tunnels and reverse proxies.
  language: Bash
  resource_type: Code Gist
  complexity: Intermediate
  hierarchy:
  - Platforms
  - Local Development
  - Remote Deployments
  is_microservice: false
  title: 'Overview: running crc on a remote server'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/tuannvm/4e1bcc993f683ee275ed36e67c30ac49:
  description: ''
  addition_method: manual
  content_hash: 7c2557d75d9fa8a4864ed14a0e7a418cda5010b79bd3dbdadf62fdee2a8e8b18
  health_score: 100.0
  last_checked: 1781735890.28759
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2026'
  ai_summary: A structured Helm v3 command reference detailing upgrade strategies,
    rollbacks, and values overrides. Curator Insight emphasizes its convenience in
    daily terminal routines. Live Grounding highlights Helm's absolute monopoly on
    application packaging in k8s.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Platform
  - Package Management
  - Helm
  is_microservice: false
  title: Helm Cheat Sheet
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/twasink/d52ef998b2a5b24cdfaa9e7358c5282f:
  description: ''
  addition_method: manual
  content_hash: ab9e90e1f91e043ed7f56f8a6c6f74b99d12c6cc11f343e90e10e96be5237689
  health_score: 100.0
  last_checked: 1781735991.713178
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2021'
  ai_summary: 'A technical Gist providing code to run a Jenkins container using Docker-in-Docker
    (DinD) architectures to build and test Docker images. *Curator Insight*: Docker
    in Docker configuration. *Live Grounding*: DinD is widely used, though Docker
    socket mounting is frequently preferred for security compliance in modern production
    environments.'
  language: English
  resource_type: Code
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Docker-in-Docker
  is_microservice: false
  title: "gist.github.com/twasink: Jenkins Image, using Docker-in-Docker \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.github.com/xandout/8d24558c75c53f3cb8bf0a97ec25fcfc:
  description: ''
  addition_method: manual
  content_hash: 312826fd091242ee25765fcf2227585173b1e93b89ffc965db40b0fa4d8ccbc8
  health_score: 100.0
  last_checked: 1781736046.429361
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes.md
  year: '2018'
  ai_summary: Presents a functional DaemonSet template allowing administrators direct
    node shell access over SSH to localhost. Helpful for troubleshooting bare-metal
    or legacy infrastructure layers without traditional jump hosts.
  language: YAML
  resource_type: Gist
  complexity: Advanced
  hierarchy:
  - Operations
  - Node Management
  - Troubleshooting
  is_microservice: false
  title: Kubernetes DaemonSet that enables a direct shell on each Node using SSH to
    localhost
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://gist.new:
  addition_method: manual
  content_hash: 643a92e8fd2d3b658307d610fe239d22a2fad32248152d4d27faf5b1e4af50a6
  description: ''
  health_score: 100.0
  last_checked: 1779031910.773375
  stars: 0
  status: online
  title: 'GH Gists: gist.new'
  v1_locations:
  - docs/project-management-tools.md
  year: N/A
https://git-flow.readthedocs.io:
  addition_method: manual
  content_hash: 7f77a0c43f6aa4744a89986dab181b8fc44fa87ab52bd9747e1491a188271414
  description: ''
  health_score: 100.0
  last_checked: 1779030683.17972
  stars: 0
  status: online
  title: git-flow.readthedocs.io
  v1_locations:
  - docs/git.md
  year: N/A
https://git-flow.readthedocs.io/en/latest:
  description: ''
  year: '2012'
  stars: 0
  ai_summary: Official reference documentation for the git-flow CLI extension, which
    wraps core Git commands to automate Vincent Driessen's branching model. It details
    low-level subcommands for features, releases, and hotfixes, making complex git
    operations more accessible from the command line.
  language: Markdown
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: git-flow.readthedocs.io
  addition_method: manual
  v2_locations:
  - git.md
https://git-scm.com:
  description: '- [git-scm.com/book](https://git-scm.com/book)'
  year: '2026'
  stars: 0
  ai_summary: Central portal for Git version control, hosting official documentation,
    command-line references, binary releases, and the complete 'Pro Git' digital book
    addressing source control architectures.
  language: None
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - DevOps
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Git
  addition_method: manual
  v2_locations:
  - git.md
https://git-scm.com/book:
  addition_method: manual
  content_hash: 97ba3575c11a50391bf93564238da1c8f507274730f4f7eb970bb25169cab439
  description: ''
  health_score: 100.0
  last_checked: 1779029952.49264
  needs_ai_refresh: true
  stars: 0
  title: git-scm.com/book
  v1_locations:
  - docs/git.md
  year: N/A
https://git-scm.com/book/en/v2/Distributed-Git-Distributed-Workflows:
  description: "- [Distributed Git - Distributed Workflows - Integration-Manager Workflow](https://git-scm.com/book/en/v2/Distributed-Git-Distributed-Workflows#Integration-Manager-Workflow)\n
    \   - [Setup Git Integration Manager Workflow in Eclipse](https://stackoverflow.com/questions/26003298/how-to-setup-local-git-with-local-blessed-repo-integration-manager-workflow)"
  year: '2023'
  stars: 0
  ai_summary: Explains decentralized collaboration topologies, emphasizing the Integration-Manager
    and Dictator-and-Lieutenants models. Details reference handling, repository permissions,
    and integration loops for scaling large distributed systems.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Version Control
  - Development Models
  - Branching Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'git-scm.com: Distributed Git - Distributed Workflows'
  addition_method: manual
  v2_locations:
  - git.md
https://git-scm.com/book/en/v2/Git-Branching-Branching-Workflows:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Official Git documentation reviewing fundamental branching workflows
    like long-running branches and topic branches. Discusses merging practices to
    guide engineering teams in choosing the right isolation strategy for their scale.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Development Models
  - Branching Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'git-scm.com: Git Branching - Branching Workflows'
  addition_method: manual
  v2_locations:
  - git.md
https://git-scm.com/book/en/v2/Git-Tools-Submodules:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The official documentation reference on Git submodules, enabling external
    repositories to be embedded as sub-directories. Discusses reference synchronization,
    detached HEAD states in child submodules, and standard update patterns for mono-repo
    and library dependency workflows.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Version Control
  - Advanced Git
  - Dependency Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'git-scm.com: Git Tools - Submodules'
  addition_method: manual
  v2_locations:
  - git.md
https://git-scm.com/docs:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: 'Curator Insight: The canonical, official Git command-line reference.
    Live Grounding: Serves as the ultimate authority on version control algorithms,
    low-level plumbing commands, complex history manipulation (rebase, filter-repo),
    and internal cryptographic hashing structures (transitioning seamlessly from SHA-1
    to SHA-256).'
  language: English
  resource_type: Official Documentation
  complexity: Advanced
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'git-scm.com: Git reference'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://git-secret.io:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: A bash-based tool for encrypting sensitive files inside Git repositories
    using GPG keys. It ensures configuration files containing private keys or credentials
    can be stored in public repos while remaining inaccessible to unauthorized eyes.
  language: Bash
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Security
  - Developer Tooling
  - Git Secrets Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: git-secret.io
  addition_method: manual
  v2_locations:
  - devsecops.md
https://gitea.com:
  addition_method: manual
  content_hash: ed5111f4bd46a493a59d0b262fc183a34884294db2d577e19d9f1652437140b8
  description: ''
  health_score: 100.0
  last_checked: 1779029174.71657
  stars: 0
  status: online
  title: Gitea
  v1_locations:
  - docs/git.md
  year: N/A
https://gitexplorer.com:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: 'Curator Insight: A highly dynamic conversational UI helper for constructing
    complex Git CLI command combinations. Live Grounding: Bridges the knowledge gap
    for operations teams by translating intuitive search intents (e.g., ''revert last
    commit'') into precise syntax structures with explanatory annotations.'
  language: JavaScript
  resource_type: Interactive Tool
  complexity: Beginner-Intermediate
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "gitexplorer.com: Git Command Explorer \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://github.blog/2015-06-08-how-to-undo-almost-anything-with-git:
  addition_method: manual
  content_hash: 7789f9e360dbb5bef61f7cd9d3b1cbe122ae55fe44873bdb35b5e40c2aa6360a
  description: ''
  health_score: 100.0
  last_checked: 1779030655.527212
  stars: 0
  status: online
  title: 'github.blog: How to undo (almost) anything with Git'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2019-01-07-create-pull-requests-in-vscode:
  addition_method: manual
  content_hash: 2296408ec5651c32903c13b3931524a84b30ba1e1d68eff3663843784cda724f
  description: ''
  health_score: 100.0
  last_checked: 1779030116.277288
  stars: 0
  status: online
  title: "github.blog: VS Code: Now creating pull requests \U0001F31F"
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://github.blog/2019-08-08-github-actions-now-supports-ci-cd:
  addition_method: manual
  content_hash: 2e8af113a5c3f0d6780e9927e581d942fecd05ba4bc467b958bd878829044a49
  description: ''
  health_score: 100.0
  last_checked: 1779031442.587766
  stars: 0
  status: online
  title: GitHub Actions CI/CD
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://github.blog/2020-04-15-npm-has-joined-github:
  addition_method: manual
  content_hash: 44a92650f43674ddffcf55235179b229a2a2612b616c6783c050e1be64eec9ce
  description: ''
  health_score: 100.0
  last_checked: 1779033707.142818
  stars: 0
  status: online
  title: npm has joined GitHub
  v1_locations:
  - docs/javascript.md
  year: N/A
https://github.blog/2020-07-02-git-credential-manager-core-building-a-universal-authentication-experience:
  addition_method: manual
  content_hash: 8940a7e9391aef39ef5080dae9e6c62de15075b622dc738fd16506d6a635de76
  description: ''
  health_score: 100.0
  last_checked: 1779030023.377138
  stars: 0
  status: online
  title: 'Git Credential Manager Core: Building a universal authentication experience'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://github.blog/2020-07-02-how-we-launched-docs-github-com:
  addition_method: manual
  content_hash: c89e59a578081c79cb471c0452a869e1fa7bac4905974f5c5b2ce0e60aae83aa
  description: ''
  health_score: 100.0
  last_checked: 1779030865.472899
  stars: 0
  status: online
  title: 'github.blog: How we launched docs.github.com'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2020-07-27-highlights-from-git-2-28:
  addition_method: manual
  content_hash: b81fdfbc3391b4d3a4474849a27c03743c5256fd20c12081cac3e93305d5117a
  description: ''
  health_score: 100.0
  last_checked: 1779029117.197562
  stars: 0
  status: online
  title: 'github.blog: Highlights from Git 2.28'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2020-07-27-introducing-githubs-openapi-description:
  addition_method: manual
  content_hash: d5ecf22004b11d998cebb9f9edd92ca03bbddc3f789fce06c66dc095c45cbb21
  description: ''
  health_score: 100.0
  last_checked: 1779030976.3451
  stars: 0
  status: online
  title: Introducing GitHub’s OpenAPI Description
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2020-07-30-token-authentication-requirements-for-api-and-git-operations:
  addition_method: manual
  content_hash: 74d6716bdf3a1d79182fb12f7d7f1218daa43d2291849c646d8b625451f93d6f
  description: ''
  health_score: 100.0
  last_checked: 1779031788.84586
  stars: 0
  status: online
  title: Token authentication requirements for API and Git operations
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2020-09-30-github-welcomes-the-openjdk-project:
  addition_method: manual
  content_hash: c86508c4bd846fa4f20ff677c9c26c07f693a9bd5aac5514efbe9a23e58527f5
  description: ''
  health_score: 100.0
  last_checked: 1779032790.73674
  stars: 0
  status: online
  title: GitHub Welcomes the OpenJDK Project!
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://github.blog/2020-10-07-devops-definition:
  addition_method: manual
  content_hash: e4c77868c66c88757379e8288b4f89ba6176840543253eba7e6c51a03c2055ae
  description: ''
  health_score: 100.0
  last_checked: 1779032055.491591
  stars: 0
  status: online
  title: "github.blog: What is DevOps? A guide to common methods and misconceptions'
    \U0001F31F"
  v1_locations:
  - docs/devops.md
  year: N/A
https://github.blog/2020-10-09-devops-cloud-testing:
  addition_method: manual
  content_hash: 93247bcd6bfe5f26b356a3d792aa67a80796d2730b2fe5e9b57689b837faff14
  description: ''
  health_score: 100.0
  last_checked: 1779031517.059653
  stars: 0
  status: online
  title: 'github.blog: Testing cloud apps with GitHub Actions and cloud-native open''
    source tools'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2020-12-15-token-authentication-requirements-for-git-operations:
  addition_method: manual
  content_hash: 71c160778d54e20e7c68c8b249b9c0991752f0322cfb5ccacafcc6333fcee6b9
  description: ''
  health_score: 100.0
  last_checked: 1779033762.021081
  stars: 0
  status: online
  title: 'github.blog: Token authentication requirements for Git operations'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2020-12-17-commits-are-snapshots-not-diffs:
  addition_method: manual
  content_hash: ba4d5cbfd50ef684e47ef9d304e7f6596ecb49a398801e9513863866cec62e1f
  description: ''
  health_score: 100.0
  last_checked: 1779034232.867081
  stars: 0
  status: online
  title: 'github.blog: Commits are snapshots, not diffs'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2020-12-18-how-to-make-devops-your-competitive-advantage:
  addition_method: manual
  content_hash: ed529c220a96382b5cf846254a0c8b9203debba87fff93eb85354cc9685e0da9
  description: ''
  health_score: 100.0
  last_checked: 1779029152.02778
  stars: 0
  status: online
  title: 'github.blog: How to make DevOps your competitive advantage'
  v1_locations:
  - docs/devops.md
  year: N/A
https://github.blog/2020-12-18-learn-about-ghapi-a-new-third-party-python-client-for-the-github-api:
  addition_method: manual
  content_hash: 69670512bc13f33de51e1ef5902d02d0a20effe2c99c0960cc1a673986b4b0cb
  description: ''
  health_score: 100.0
  last_checked: 1779033281.26435
  stars: 0
  status: online
  title: 'github.blog: Learn about ghapi, a new third-party Python client for the''
    GitHub API'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2020-12-21-get-up-to-speed-with-partial-clone-and-shallow-clone:
  addition_method: manual
  content_hash: 2d6f29dbc0313a5558da7c6d3c941d1cb001766b07542a1c250d332ca93ef4c2
  description: ''
  health_score: 100.0
  last_checked: 1779034520.981583
  stars: 0
  status: online
  title: 'github.blog: Get up to speed with partial clone and shallow clone'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-01-25-improving-how-we-deploy-github:
  addition_method: manual
  content_hash: 4dc289737d82b55d4c7083252b33ab86bb565782e8984c3785a6682c5123d913
  description: ''
  health_score: 100.0
  last_checked: 1779029641.297844
  stars: 0
  status: online
  title: 'github.blog: Improving how we deploy GitHub'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-02-03-deployment-reliability-at-github:
  addition_method: manual
  content_hash: 24dd8b15e934cdd488d8df20a765a52b558aa681744bb6c0623d0a6a6f2921b5
  description: ''
  health_score: 100.0
  last_checked: 1779032550.685019
  stars: 0
  status: online
  title: 'github.blog: Deployment reliability at GitHub'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-02-04-extending-gitops-to-reliability-as-code-with-github-and-stackpulse:
  addition_method: manual
  content_hash: e440210e9855e4646975b4ccc2fed41ed41a11403fa9b968a5fbcd897a23eef5
  description: ''
  health_score: 100.0
  last_checked: 1779033432.985149
  stars: 0
  status: online
  title: 'github.blog: Extending GitOps to reliability-as-code with GitHub and StackPulse'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-03-23-solving-the-innersource-discovery-problem:
  addition_method: manual
  content_hash: 420df91b21186727f663de3d5e0163379181766a0fc4734d4a9d381ba69bfb91
  description: ''
  health_score: 100.0
  last_checked: 1779029970.201561
  stars: 0
  status: online
  title: 'github.blog: Solving the innersource discovery problem - Discoverability'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-04-13-implementing-least-privilege-for-secrets-in-github-actions:
  addition_method: manual
  content_hash: 95de76b3dbb320ade7a967ae2a612a9840f4f7318ff46e86bc40a051ef085934
  description: ''
  health_score: 100.0
  last_checked: 1779034395.384504
  stars: 0
  status: online
  title: 'github.blog: Implementing least privilege for secrets in GitHub Actions'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-04-15-work-with-github-actions-in-your-terminal-with-github-cli:
  addition_method: manual
  content_hash: d634b894acd00fd608e17f0ca3050b87fe1f3cd2656e5465684c2c04b94787ae
  description: ''
  health_score: 100.0
  last_checked: 1779030268.718126
  stars: 0
  status: online
  title: 'github.blog: Work with GitHub Actions in your terminal with GitHub CLI'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-04-22-github-actions-update-helping-maintainers-combat-bad-actors:
  addition_method: manual
  content_hash: 1783b6f1aade3543f205d7ea28029093f2f30a2731de15f64575d956bcf9efed
  description: ''
  health_score: 100.0
  last_checked: 1779030709.711005
  stars: 0
  status: online
  title: 'github.blog: GitHub Actions update: Helping maintainers combat bad actors'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-04-27-ship-code-faster-safer-feature-flags:
  addition_method: manual
  content_hash: e124d96c3b7658f62c1141b3304c21365ddde20029e2a02d33ff7b94e77e0807
  description: ''
  health_score: 100.0
  last_checked: 1779030727.524803
  stars: 0
  status: online
  title: 'github.blog: How we ship code faster and safer with feature flags'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-04-28-use-github-actions-manage-docs:
  addition_method: manual
  content_hash: 943c5766a7be323df3bff89bc817f554c8467728720140ee38e7f9e8a32c412e
  description: ''
  health_score: 100.0
  last_checked: 1779030473.707183
  stars: 0
  status: online
  title: 'github.blog: How we use GitHub Actions to manage GitHub Docs'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-05-10-security-keys-supported-ssh-git-operations:
  addition_method: manual
  content_hash: a4d0f924377efc3164e63f3f15db4185c0fb56a42a325a1143a45cc6fa1f037f
  description: ''
  health_score: 100.0
  last_checked: 1779030356.774266
  stars: 0
  status: online
  title: "github.blog: Security keys are now supported for SSH Git operations \U0001F31F"
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-07-22-github-supply-chain-security-features-go-community:
  addition_method: manual
  content_hash: 3259557bde595b4997010dd5effe9b56de0e95c7daed6927caf27d52869d3f60
  description: ''
  health_score: 100.0
  last_checked: 1779034569.743238
  stars: 0
  status: online
  title: 'github.blog: GitHub brings supply chain security features to the Go community'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-08-24-github-cli-2-0-includes-extensions:
  addition_method: manual
  content_hash: b3e0cfb8f142e83e226a2c28e718beec1f4f35c061ae729032e11451f02e076c
  description: ''
  health_score: 100.0
  last_checked: 1779030570.347534
  stars: 0
  status: online
  title: 'github.blog: GitHub CLI 2.0 includes extensions!'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-11-04-10-github-actions-resources-basics-ci-cd:
  addition_method: manual
  content_hash: 350b426177dee1aa43f1ada74ea77cb28ab6c041432c43c5073183f1b4ef6403
  description: ''
  health_score: 100.0
  last_checked: 1779032700.21849
  stars: 0
  status: online
  title: 'github.blog: 10 GitHub Actions resources to bookmark from the basics to''
    CI/CD'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-11-30-5-devops-tips-to-speed-up-your-developer-workflow:
  addition_method: manual
  content_hash: b46b8e959b2ae74be38f255d2ae54eba0d63b92c3cce60893e03f04928b5ba2f
  description: ''
  health_score: 100.0
  last_checked: 1779029378.717675
  stars: 0
  status: online
  title: "==github.blog: 5 DevOps tips to speed up your developer workflow== \U0001F31F"
  v1_locations:
  - docs/devops.md
  year: N/A
https://github.blog/2021-12-06-safeguard-container-signing-capability-actions:
  addition_method: manual
  content_hash: e3fd644f5bb82e75aede4aa0099fcda5bcd0326f9a05401a6d98f09a477551d9
  description: ''
  health_score: 100.0
  last_checked: 1779033666.582025
  stars: 0
  status: online
  title: '==github.blog: Safeguard your containers with new container signing capability''
    in GitHub Actions (cosign)=='
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://github.blog/2021-12-08-improving-github-code-search:
  addition_method: manual
  content_hash: 2e15f621f41104721c6f983d4851449b0e833d2e5635997886cb6bd4e89c9169
  description: ''
  health_score: 100.0
  last_checked: 1779031543.641744
  stars: 0
  status: online
  title: 'github.blog: Improving GitHub code search'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-12-16-5-automations-every-developer-should-be-running:
  addition_method: manual
  content_hash: 70d568ca40c53841aa0d44c00b2aa3669adfbd9d566e918578f35655ebc059fc
  description: ''
  health_score: 100.0
  last_checked: 1779030869.127583
  stars: 0
  status: online
  title: 'github.blog: 5 automations every developer should be running'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2021-12-17-getting-started-with-github-actions-just-got-easier:
  addition_method: manual
  content_hash: a643ef5fe8307e3ddb2042ab52646f59fa6270686748c5218b03b58c2807d3d9
  description: ''
  health_score: 100.0
  last_checked: 1779030347.41154
  stars: 0
  status: online
  title: '==github.blog: Getting started with GitHub Actions just got easier!=='
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2022-01-31-dependency-graph-now-supports-github-actions:
  addition_method: manual
  content_hash: 01d44ec50cc738ff06bc3d66249ea5c7fb2e63d45c11386d0e7ac185e1de01d6
  description: ''
  health_score: 100.0
  last_checked: 1779032046.789025
  stars: 0
  status: online
  title: 'github.blog: Dependency graph now supports GitHub Actions'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2022-02-02-build-ci-cd-pipeline-github-actions-four-steps:
  addition_method: manual
  content_hash: 186e346fb4797f5d7adc8c49c5e9153020f9077af50e0154e29bf149659426f6
  description: ''
  health_score: 100.0
  last_checked: 1779033698.054854
  stars: 0
  status: online
  title: '==github.blog: How to build a CI/CD pipeline with GitHub Actions in four''
    simple steps=='
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2022-02-10-using-reusable-workflows-github-actions:
  addition_method: manual
  content_hash: fd6668ceabe42a9e1b965eb2711d7ffa08ced43ef0e02c51671e61ba7335e739
  description: ''
  health_score: 100.0
  last_checked: 1779032575.403001
  stars: 0
  status: online
  title: 'github.blog: How to start using reusable workflows with GitHub Actions'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2022-02-11-getting-started-with-project-planning-on-github:
  addition_method: manual
  content_hash: 414f8b0f731fef763b7ee7e8bde2a6a82855986ae8bf72c406c691051be9b1c3
  description: ''
  health_score: 100.0
  last_checked: 1779032220.371913
  stars: 0
  status: online
  title: 'github.blog: Getting started with project planning on GitHub'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2022-02-14-include-diagrams-markdown-files-mermaid:
  addition_method: manual
  content_hash: 662fbfae2b6f65ae64b47ab13bd241841143df681eabd4d8a77bf944cf7089ef
  description: ''
  health_score: 100.0
  last_checked: 1779031796.637182
  stars: 0
  status: online
  title: 'github.blog: Include diagrams in your Markdown files with Mermaid'
  v1_locations:
  - docs/mkdocs.md
  year: N/A
https://github.blog/2022-04-07-git-credential-manager-authentication-for-everyone:
  addition_method: manual
  content_hash: be7ed25812b1086968abb161668679e36784c0b94cafacdea1efd9f572afd8d4
  description: ''
  health_score: 100.0
  last_checked: 1779029473.326168
  stars: 0
  status: online
  title: 'github.blog: Git Credential Manager: authentication for everyone'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2022-06-21-github-copilot-is-generally-available-to-all-developers:
  addition_method: manual
  content_hash: 54398bed288a44184533c1287909d6f6aa7ce21b7e9da0b80958e8e6c83e6cf0
  description: ''
  health_score: 100.0
  last_checked: 1779034485.594894
  stars: 0
  status: online
  title: GitHub Copilot is generally available to all developers
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2022-06-29-improve-git-monorepo-performance-with-a-file-system-monitor:
  addition_method: manual
  content_hash: d62a6d148aeeb04bbb61196707b62269453d99a119655aaeade70b679f6667dc
  description: ''
  health_score: 100.0
  last_checked: 1779032074.99454
  stars: 0
  status: online
  title: "github.blog: Improve Git monorepo performance with a file system monitor'
    \U0001F31F"
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2023-03-02-why-python-keeps-growing-explained:
  addition_method: manual
  content_hash: a94834e0dd7d765be700a6fc0ccabb48e88ab8f90b4918ef9b7d64e32d9d54cc
  description: ''
  health_score: 100.0
  last_checked: 1779030249.29332
  stars: 0
  status: online
  title: 'github.blog: Why Python keeps growing, explained'
  v1_locations:
  - docs/python.md
  year: N/A
https://github.blog/2023-03-13-highlights-from-git-2-40:
  addition_method: manual
  content_hash: 09968be929f0d70baf674b9b24b0c2761976be101c6f901f9d1f68d164309894
  description: ''
  health_score: 100.0
  last_checked: 1779030683.743865
  stars: 0
  status: online
  title: 'github.blog: Highlights from Git 2.40'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2023-03-22-github-copilot-x-the-ai-powered-developer-experience:
  addition_method: manual
  content_hash: 61ebb16c01aedae9bdc62dc3e29a4d01eae64f0ecf3f14e79277884bf1cf6c40
  description: ''
  health_score: 100.0
  last_checked: 1779031465.658983
  stars: 0
  status: online
  title: 'github.blog: GitHub Copilot X: The AI-powered developer experience'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/2023-06-02-applying-gitops-principles-to-your-operations:
  addition_method: manual
  content_hash: 8a9804d9db5924c7e7cbd97e30ae27617322e28bd5fe3e698b3f3e435f0fe520
  description: ''
  health_score: 100.0
  last_checked: 1779032077.655014
  stars: 0
  status: online
  title: 'github.blog: Applying GitOps principles to your operations'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://github.blog/ai-and-ml/github-copilot/building-a-general-purpose-accessibility-agent-and-what-we-learned-in-the-process:
  addition_method: automatic
  ai_summary: An architectural deep-dive into the development of an experimental general-purpose
    AI accessibility agent. It outlines engineering lessons in constructing multi-agent
    coordination flows, designing effective context windows, managing non-deterministic
    outputs, and leveraging retrieval structures to automatically audit and triage
    accessibility compliance issues in repositories.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: ccc346084c5698bd09d20ff35d6aac17b18d1f7aaecc1d35b8835bf1184eeef8
  description: An engineering analysis of constructing general-purpose AI accessibility
    agents on GitHub.
  hierarchy:
  - AI
  - Agentic Workflows
  - Accessibility Triage Agents
  is_microservice: false
  language: en
  last_checked: 1780352932.853276
  reputation_status: Vetted
  reputation_summary: Highly regarded engineering write-up on agentic design patterns.
    The community praises the article for its honest technical takeaways regarding
    the challenges of using LLMs for deterministic accessibility compliance audits.
  resource_type: Article
  social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-github-copilot-blocks-logo.png?fit=1920%2C1080
  source_provenance: RSS Feed (The GitHub Blog)
  stars: 4
  status: online
  suggested_new_category: ai-agents
  tags:
  - EMERGING
  - GUIDE
  title: Building a general-purpose accessibility agent and what we learned in the
    process
  year: '2026'
https://github.blog/ai-and-ml/github-copilot/building-an-emoji-list-generator-with-the-github-copilot-cli:
  addition_method: automatic
  ai_summary: A technical walkthrough detailing how developers can utilize the GitHub
    Copilot CLI to orchestrate terminal-based helper scripts. Focuses on using natural
    language prompts within the terminal to automate shell tasks, such as generating
    structured markdown components. Serves as a practical guide for boosting developer
    loops and local workspace productivity through integrated terminal-native generative
    AI models.
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: 0b180a6fcba977907e78960b271664a0893a49718b1187c37aca2b059bb11f7a
  description: Walkthrough on creating an emoji list generator during a developer
    stream using Copilot CLI.
  hierarchy:
  - Artificial Intelligence
  - AI Coding Assistants
  - GitHub Copilot CLI
  is_microservice: false
  language: en
  last_checked: 1780352037.401385
  reputation_status: Vetted
  reputation_summary: Official GitHub blog showcasing standard terminal integrations
    of Copilot CLI.
  resource_type: blog
  social_preview_url: https://github.blog/wp-content/uploads/2026/04/image-19.png?fit=2064%2C1076
  source_provenance: X.com (GitHub)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: Building an emoji list generator with the GitHub Copilot CLI
  year: '2026'
https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-getting-started-with-github-copilot-cli:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Highlights setup and early integration techniques for GitHub Copilot
    CLI, translating natural language prompts into executable terminal and shell scripts.
    Enhances sysadmin and shell workflow automation while maintaining a human-in-the-loop
    review step for safety and correctness.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - CLI Tools
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'GitHub Copilot CLI for Beginners: Getting Started'
  addition_method: manual
  v2_locations:
  - ai.md
  - developerportals.md
https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-interactive-v-non-interactive-mode:
  addition_method: automatic
  ai_summary: This official GitHub Blog guide details the operational mechanics of
    GitHub Copilot CLI, focusing on the differences between interactive and non-interactive
    execution modes. It demonstrates how interactive mode leverages conversational
    interfaces to guide developers through complex shell commands, whereas non-interactive
    execution supports pipeline integrations and automated scripted workflows. The
    article serves as a key resource for developers looking to optimize terminal velocity
    and automate command generation safely.
  category: ai-agents-mcp
  complexity: Beginner
  content_hash: cd73d0bc830618149585c0aa117f31b8d1a06ddc05a514e938a538db1240bd32
  description: Explains the differences between interactive and non-interactive execution
    modes in GitHub Copilot CLI.
  hierarchy:
  - Developer Productivity
  - CLI Tools
  - Generative AI CLI
  is_microservice: false
  language: English
  last_checked: 1780352003.689892
  reputation_status: Vetted
  reputation_summary: Vetted as a highly helpful official tutorial to boost command-line
    productivity using AI tools, easing shell automation for junior and senior engineers
    alike.
  resource_type: Article
  social_preview_url: https://github.blog/wp-content/uploads/2026/04/Episode-2.png
  source_provenance: X.com (GitHub)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[COMMUNITY-TOOL]'
  title: 'GitHub Copilot CLI for Beginners: Interactive vs Non-interactive Mode'
  year: '2026'
? https://github.blog/ai-and-ml/github-copilot/github-recognized-as-a-leader-in-the-gartner-magic-quadrant-for-enterprise-ai-coding-agents-for-the-third-year-in-a-row
: addition_method: automatic
  ai_summary: Highlights GitHub's positioning as a market leader in the 2026 Gartner
    Magic Quadrant for Enterprise AI Coding Agents. The report validates GitHub's
    platform-wide agentic integration strategy, which spans IDEs, CLIs, pull requests,
    and automated workflows, highlighting key technical advantages in multi-model
    flexibility, enterprise governance, and robust developer security controls.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: f4bae37306a8e225de192ee68413e2b405d1657997d4c41b04bcaf0c30e9130d
  description: Gartner research evaluation results positioning GitHub as a leader
    in enterprise AI coding agents.
  hierarchy:
  - AI
  - Coding Agents
  - Enterprise Standards
  is_microservice: false
  language: en
  last_checked: 1780352932.853237
  reputation_status: Vetted
  reputation_summary: Industry-standard recognition by Gartner, confirming GitHub
    Copilot's dominance and leading execution capability in the enterprise AI agent
    market. Welcomed as validation of multi-model and platform-wide agentic strategies.
  resource_type: Article
  social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-mona-copilot-logo.png
  source_provenance: RSS Feed (The GitHub Blog)
  stars: 4
  status: online
  suggested_new_category: ai-coding-agents
  tags:
  - ENTERPRISE-STABLE
  - CASE STUDY
  title: GitHub recognized as a Leader in the Gartner Magic Quadrant for Enterprise
    AI Coding Agents for the third year in a row
  year: '2026'
https://github.blog/changelog/2020-05-11-github-cli-allows-you-to-close-reopen-and-add-metadata-to-issues-and-pull-requests:
  addition_method: manual
  content_hash: 7ad3c504ce09a7134d205fc0d06ea1186a41bc6358c75672735cead425f23ee1
  description: ''
  health_score: 100.0
  last_checked: 1779032288.317251
  needs_ai_refresh: true
  stars: 0
  title: 'github.blog: GitHub CLI allows you to close, reopen, and add metadata to''
    issues and pull requests'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/changelog/2020-05-26-mark-pull-requests-as-ready-for-review-review-and-merge-from-github-cli:
  addition_method: manual
  content_hash: e2c6e41d392b1233317c48c665c8a48dd4ddf33c4c441030cbd54d092bd31c50
  description: ''
  health_score: 100.0
  last_checked: 1779030827.463307
  needs_ai_refresh: true
  stars: 0
  title: 'github.blog: Mark pull requests as ready for review, view the diff, review,''
    and merge from GitHub CLI'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.blog/changelog/2020-08-26-set-the-default-branch-for-newly-created-repositories:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Official announcement introducing user and organization-level customizable
    default branch names (moving from 'master' to 'main' configurations) for automated
    project setups.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Git Repositories
  - Repository Settings
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Set the default branch for newly-created repositories'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/changelog/2021-01-21-access-control-for-github-pages:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Release details for managing fine-grained access authentication layers
    on top of hosted GitHub Pages sites. Solves critical compliance requirements for
    enterprise teams wanting to utilize cost-effective static hosting pipelines for
    sensitive internal technical guides.
  language: English
  resource_type: Product Release
  complexity: Intermediate
  hierarchy:
  - Documentation & Workflow
  - Static Site Generators
  - Access Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Access control for GitHub Pages
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://github.blog/changelog/2021-04-20-github-actions-control-permissions-for-github_token:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Exposes crucial YAML syntax controls for configuring granular scopes
    on standard `GITHUB_TOKEN` values. Restricts security threat profiles by allowing
    administrators to configure strict read/write variables on repository sub-objects.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - Security & Compliance
  - Access Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "github.blog: GitHub Actions: Control permissions for GITHUB_TOKEN \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/changelog/2021-09-20-github-actions-ephemeral-self-hosted-runners-new-webhooks-for-auto-scaling:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces ephemeral self-hosted runner modes and targeted autoscaling
    webhooks. Allows security engineers to provision one-time use, isolated container
    runtimes, neutralizing cross-job state corruption risk and persistence vulnerabilities.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline
  - Kubernetes & Containers
  - Self-Hosted Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'github.blog: GitHub Actions: Ephemeral self-hosted runners & new webhooks
    for auto-scaling'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/changelog/2021-09-27-improved-pull-request-file-filtering:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical overview outlining GitHub's optimized UI-based code review
    filtering tools. Developers can filter file trees by file extension, ownership
    patterns, or deployment paths to accelerate review speed.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Platforms
  - Git Repositories
  - GitHub
  - Code Review
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Improved pull request file filtering'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/changelog/2021-09-27-showing-code-scanning-alerts-on-pull-requests:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details how CodeQL scanning results are shown directly inside developer
    pull requests. Accelerates review loops by providing structural vulnerability
    diagnostics, taint flow graphs, and remediations directly inline during code reviews.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Static Analysis
  - Code Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Showing code scanning alerts on pull requests'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/changelog/2021-12-06-container-signing-added-to-the-publish-docker-container-workflow-for-github-actions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the integration of Cosign container signing into the standard
    Publish Docker Container workflow. Enhances supply chain security by allowing
    users to verify container registry image authenticity before pulling runtime workloads.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Supply Chain Security
  - Container Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'github.blog: Container signing added to the Publish Docker Container workflow
    for GitHub Actions'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/changelog/2021-12-09-lists-are-now-available-as-a-public-beta:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Announcement detailing the release of GitHub Lists in public beta. Offers
    developers a structural interface to catalog, curate, and filter starred repositories
    into personalized collections, improving organization-level resource tracking
    and discovery capabilities.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Platform
  - Collaboration Tools
  - Repository Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Lists are now available as a public beta'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/changelog/2021-12-17-github-actions-improvements-to-github-actions-starter-experience:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical release notes describing the overhauled GitHub Actions starter
    workflow interface. Highlights categorizations, dynamic template recommendations,
    and standardized baselines to accelerate developer deployment pipelines.
  language: YAML
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - CI/CD Pipeline
  - GitHub Actions
  - Developer Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: GitHub Actions: Improvements to GitHub Actions starter experience'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/changelog/2025-01-15-copilot-users-can-ask-about-a-failed-actions-job-ga:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: General availability announcement detailing Copilot's integration into
    the GitHub Actions run logs. Empowers engineers to ask AI to interpret errors,
    trace failures, and propose immediate pipeline repair steps.
  language: English
  resource_type: Announcement
  complexity: Beginner
  hierarchy:
  - AI & Platform Engineering
  - AI Assistants
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: GitHub Copilot Now Explains Failed Actions Jobs (GA)
  addition_method: manual
  v2_locations:
  - devops-tools.md
  - chatgpt.md
https://github.blog/changelog/2026-05-11-create-repositories-on-the-go-with-github-mobile:
  addition_method: automatic
  ai_summary: This update details the integration of native repository creation within
    the GitHub Mobile application. It permits developer operations on the move, allowing
    users to define repository visibility, name, and initial settings without requiring
    a desktop environment. This significantly lowers friction for initiating new cloud-based
    software projects directly from mobile devices.
  category: digital-money
  complexity: Beginner
  content_hash: 23874707ac96fa816916be258c2888ba01f13d0b567b6d0321b7572ebea83dd8
  description: Official changelog post announcing repository creation capabilities
    directly within the GitHub Mobile app on iOS and Android.
  hierarchy:
  - Software Development
  - Version Control
  - GitHub Ecosystem
  - Mobile Productivity
  is_microservice: false
  language: en
  last_checked: 1780352571.556278
  reputation_status: Vetted
  reputation_summary: Official update released by the GitHub product team, confirming
    stable cross-platform mobile functionality.
  resource_type: Changelog
  social_preview_url: https://github.blog/wp-content/uploads/2026/05/17de4f2366d6c73a52d5ce6f126074642fafec86712adf41049da4dac605273a-2400x1260-1.jpeg
  source_provenance: X.com (GitHub)
  stars: 4
  status: online
  suggested_new_category: github-mobile
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[COMMUNITY-TOOL]'
  title: Create repositories on the go with GitHub Mobile - GitHub Changelog
  year: '2026'
https://github.blog/changelog/2026-05-19-gemini-3-5-flash-is-generally-available-for-github-copilot:
  addition_method: automatic
  ai_summary: 'Curator Insight: The integration of flash-tier models into development
    cycles represents a strategic balance between execution speed and model capabilities.


    Live Grounding: GitHub''s May 2026 changelog announces the rollout of Gemini 3.5
    Flash inside GitHub Copilot across major IDE environments.


    Developer Benefits:

    - Delivers high coding suggestions at reduced token cost and ultra-low latency.

    - Features strong performance in complex tool-calling and cache-efficient architectures.

    - Seamlessly fits into iterative, agentic code-generation cycles without hitting
    rate limits.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: bf8f655ec67d799ad08bca9ad67d531381879ce0537d70d3846a55a09700a4ad
  description: GitHub announces the GA rollout of Google's Gemini 3.5 Flash on GitHub
    Copilot, bringing high-speed and cost-effective coding support to Copilot users
    across major IDEs.
  hierarchy:
  - Artificial Intelligence
  - Coding Assistants
  - GitHub Copilot
  - LLM Models
  is_microservice: false
  language: en
  last_checked: 1780352168.173412
  reputation_status: Vetted
  reputation_summary: Highly anticipated Copilot enhancement, providing significant
    performance increases, lower token costs, and high-speed execution loops for enterprise
    developers.
  resource_type: changelog
  social_preview_url: https://github.blog/wp-content/uploads/2026/05/593639239-00f2c626-52b4-432b-806a-0850d9c363af_57dcc0.png
  source_provenance: X.com (GitHub)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  - '[ENTERPRISE-STABLE]'
  title: Gemini 3.5 Flash is Generally Available for GitHub Copilot
  year: '2026'
https://github.blog/developer-skills/5-devops-tips-to-speed-up-your-developer-workflow:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides five ways to accelerate development using GitHub features.
    Focuses on reusable workflows, cloud-based development environments, automated
    dependency updates, and pull-request policies to improve code quality.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Developer Experience
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "github.blog: 5 DevOps tips to speed up your developer workflow \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://github.blog/developer-skills/github/10-github-actions-resources-basics-ci-cd:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A resource directory consolidating starter materials, syntax definitions,
    and workflow templates. Helps developers scale from basic task automations to
    enterprise-grade continuous deployment loops.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - CI/CD Pipeline
  - GitHub Actions
  - Developer Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: 10 GitHub Actions resources to bookmark from the basics to
    CI/CD'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/developer-skills/github/5-automations-every-developer-should-be-running:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes five vital day-to-day workflow automations. Emphasizes auto-tagging,
    stale issue processing, automatic assignee assignments, and card synchronization
    to maximize developer productivity and team collaboration.
  language: YAML
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Platform
  - Automation
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: 5 automations every developer should be running'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/developer-skills/github/deployment-reliability-at-github:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural dive into safe release pipelines, progressive deployment
    rings, canary testing environments, and automated rollback triggers developed
    to maintain GitHub’s enterprise-level reliability.
  language: None
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Developer Platforms
  - Infrastructure Architecture
  - Continuous Delivery
  - Reliability
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Deployment reliability at GitHub'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/developer-skills/github/getting-started-with-project-planning-on-github:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights the unified, spreadsheets-meets-kanban project planning toolset
    integrated directly inside GitHub's code host. Explores dynamic custom fields,
    custom board layouts, and high-level progress tracking designed to eliminate external
    project coordination platforms.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Project Management
  - Agile & Planning
  - GitHub Projects
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Getting started with project planning on GitHub'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/developer-skills/github/github-for-beginners-getting-started-with-git-and-github-in-vs-code:
  addition_method: automatic
  ai_summary: This beginner-focused guide walks developers through local version control
    setup using Visual Studio Code's native Git UI. It covers essential staging, committing,
    and branching commands, as well as pushing repositories directly to GitHub. It
    additionally highlights how the new GitHub MCP extension can be utilized to automate
    repository interactions through VS Code Copilot.
  category: digital-money
  complexity: beginner
  content_hash: e984e489dc09dfc65ebd90e3c61428611b71234a3b0eac4dc02efec2d8ac12c9
  description: Discover how to use VS Code to interact with GitHub and maintain your
    projects.
  hierarchy:
  - Developer Tools
  - Version Control
  - IDE Integration
  impact_score: 82
  is_microservice: false
  language: en
  last_checked: 1780402331.955719
  reputation_status: Vetted
  reputation_summary: Highly trusted, officially curated developer skills guide widely
    shared across development networks.
  resource_type: guide
  social_preview_url: https://github.blog/wp-content/uploads/2026/05/GIT901_THUMB_GFB_A-1.png?fit=1280%2C720
  source_provenance: RSS Feed (The GitHub Blog)
  stars: 4
  status: online
  suggested_new_category: vs-code-tutorials
  tags:
  - '[GUIDE]'
  title: 'GitHub for Beginners: Getting started with Git and GitHub in VS Code'
  year: '2026'
https://github.blog/developer-skills/github/github-for-beginners-getting-started-with-oss-contributions:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Practical handbook introducing developers to open-source software (OSS)
    contribution workflows on GitHub. Explains fork-and-pull-request models, issue
    triage, branch hygiene, and code review communication norms.
  language: None
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Git Repositories
  - GitHub
  - Open Source
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'GitHub for Beginners: Getting Started with OSS Contributions'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://github.blog/developer-skills/github/include-diagrams-markdown-files-mermaid:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Announcement of the native integration of Mermaid.js rendering directly
    inside GitHub repository Markdown parsers. Enables platform teams to compile architectures,
    flowcharts, and sequence diagrams programmatically using simple text syntax inside
    Git documentation files.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Documentation & Workflow
  - Writing Tools
  - Diagrams as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Include diagrams in your Markdown files with Mermaid'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://github.blog/developer-skills/github/using-reusable-workflows-github-actions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Exposes reusable workflow features in GitHub Actions, establishing DRY
    (Don't Repeat Yourself) design principles in CI/CD configuration. Documents how
    to securely reference uniform task templates across diverse corporate environments
    to enforce standardization and restrict modification vectors.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - GitHub Actions
  - Reusable Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: How to start using reusable workflows with GitHub Actions'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/developer-skills/programming-languages-and-frameworks/10-unexpected-ways-to-use-github-copilot:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Highlights non-traditional applications of GitHub Copilot, including
    automated test orchestration, translating deprecated structural syntax, and simplifying
    complex regular expressions. Useful for engineers attempting to extract maximum
    value from active AI subscriptions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Developer Productivity
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'github.blog/developer-skills: 10 unexpected ways to use GitHub Copilot'
  addition_method: manual
  v2_locations:
  - git.md
? https://github.blog/developer-skills/programming-languages-and-frameworks/learn-about-ghapi-a-new-third-party-python-client-for-the-github-api
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Developer profile of ghapi, an open-source, lightweight Python client
    targeting the GitHub REST API. Dynamically updates with GitHub's OpenAPI specs
    to guarantee parity.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Platforms
  - API Design
  - GitHub API
  - Python Clients
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Learn about ghapi, a new third-party Python client for the
    GitHub API'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/developer-skills/programming-languages-and-frameworks/why-python-keeps-growing-explained:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Details GitHub''s analysis of the global scale and
    persistent enterprise adoption of Python.

    Live Grounding: Identifies trends in cloud automation, microservice scripting,
    dynamic scaling, and deep data integration that drive global Python adoption.'
  language: Python
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - General Engineering
  - Ecosystem Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Why Python keeps growing, explained'
  addition_method: manual
  v2_locations:
  - python.md
https://github.blog/engineering/how-we-launched-docs-github-com:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Deep technical architectural overview tracing the migration of GitHub's
    official documentation pipeline to a modernized, dynamic platform built atop Node.js,
    Markdown pipelines, and rapid CDN delivery.
  language: JavaScript
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Developer Platforms
  - Documentation
  - GitHub Docs Architecture
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: How we launched docs.github.com'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/engineering/improve-git-monorepo-performance-with-a-file-system-monitor:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Addresses scaling challenges in large monorepos. Explains how Git uses
    FSMonitor (File System Monitor) integration to drastically reduce command response
    times for commands like `git status`.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Monorepos and Performance
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "github.blog: Improve Git monorepo performance with a file system monitor
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/engineering/improving-github-code-search:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed technical architectural breakdown of GitHub's migration to
    'Blackbird', a custom-built, high-performance search engine implemented in Rust.
    Synthesizes how the engineering team replaced standard Elasticsearch clusters
    to catalog over 15 billion lines of code, minimizing indexing lag and returning
    complex regular expression queries within milliseconds across multi-tenant shards.
  language: Rust
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Code Search
  - Elasticsearch Alternatives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Improving GitHub code search'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/engineering/security-keys-supported-ssh-git-operations:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical overview outlining GitHub's support for hardware-based FIDO2
    security keys during SSH operations. Empowers enterprise security teams to enforce
    cryptographically secure local developer validations.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Developer Platforms
  - Platform Security
  - Authentication
  - SSH Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "github.blog: Security keys are now supported for SSH Git operations \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/engineering/ship-code-faster-safer-feature-flags:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An inside look at how GitHub manages feature flags at scale to run experiments
    and mitigate outages. Shows how they integrate internal pull request workflows
    directly with live production toggles to maintain a fast, safe delivery pipeline.
  language: Markdown
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Feature Management
  - Case Studies
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: How we ship code faster and safer with feature flags'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/engineering/use-github-actions-manage-docs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural case study explaining how GitHub leverages parallelized
    workflows to deploy its documentation engine. Covers markdown linting, internal
    link verification, localization checks, and blue-green web server updates.
  language: JavaScript
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline
  - Testing Infrastructure
  - Documentation Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: How we use GitHub Actions to manage GitHub Docs'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/enterprise-software/ci-cd/build-ci-cd-pipeline-github-actions-four-steps:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural step-by-step playbook designed to build production-ready
    CI/CD automation pipelines on GitHub. Explains runner orchestration, event triggers,
    sequential job scheduling, and YAML environment configurations to bootstrap secure
    build systems.
  language: YAML
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - CI/CD Pipeline
  - GitHub Actions
  - Automation Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: How to build a CI/CD pipeline with GitHub Actions in four simple
    steps'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/enterprise-software/devops/applying-gitops-principles-to-your-operations:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents GitHub's operational guidelines for implementing GitOps patterns
    at scale. Outlines secure repository structures, developer pull-request approval
    schemas, and automated audit structures for enterprise environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Enterprise Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Applying GitOps principles to your operations'
  addition_method: manual
  v2_locations:
  - gitops.md
https://github.blog/enterprise-software/devops/devops-cloud-testing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deconstructs advanced strategies for testing containerized cloud configurations.
    Analyzes the execution of automated infrastructure integration tests using local
    Kubernetes, short-lived cloud environments, and mock APIs directly from GitHub
    Actions runners.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline
  - Testing Infrastructure
  - Cloud Native Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'github.blog: Testing cloud apps with GitHub Actions and cloud-native open
    source tools'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/enterprise-software/devops/devops-definition:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: A baseline GitHub handbook defining core system release terminology.
    Discusses the transition to GitOps, continuous build validations, and post-deployment
    observability loops.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Fundamentals
  - Guide
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "github.blog: What is DevOps? A guide to common methods and misconceptions
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://github.blog/enterprise-software/devops/extending-gitops-to-reliability-as-code-with-github-and-stackpulse:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analysis detailing how teams integrate StackPulse runbooks and GitHub
    Actions definitions to orchestrate continuous resilience, extending classic declarative
    GitOps practices to automated incident response.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - GitOps
  - Reliability-as-Code
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Extending GitOps to reliability-as-code with GitHub and StackPulse'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/enterprise-software/devops/how-to-make-devops-your-competitive-advantage:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Highlights strategic advantages realized by organizations building automated
    code assembly and validation workflows. Demonstrates how inner-source code bases
    accelerate release schedules.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Strategy
  - Enterprise Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: How to make DevOps your competitive advantage'
  addition_method: manual
  v2_locations:
  - devops.md
https://github.blog/enterprise-software/devops/improving-how-we-deploy-github:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Structural breakdown detailing internal architectural strategies utilized
    by GitHub engineers to deploy the global, high-availability web platform safely
    and with minimized downtime profiles.
  language: None
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Developer Platforms
  - Infrastructure Architecture
  - Continuous Delivery
  - GitHub Deployment
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Improving how we deploy GitHub'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/enterprise-software/devops/solving-the-innersource-discovery-problem:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Insights into mitigating duplicate development projects inside massive
    enterprises by adopting innersource frameworks. Leverages GitHub tags, topics,
    and custom platform discoverability catalogs.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Platforms
  - Innersource
  - Collaboration
  - Discoverability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Solving the innersource discovery problem - Discoverability'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/news-insights/company-news/github-welcomes-the-openjdk-project:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An industry milestone announcement detailing the successful migration
    of the OpenJDK source code and development infrastructure to GitHub under Project
    Skara. This transition streamlined pull requests, code reviews, and developer
    collaboration models.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Ecosystem
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: GitHub Welcomes the OpenJDK Project!
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://github.blog/news-insights/company-news/npm-has-joined-github:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Official announcement details the strategic acquisition of npm by GitHub,
    paving the way for integrated supply chain security, advanced registry caching,
    and unified CI/CD workflow security features.
  language: Markdown
  resource_type: News
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Package Management
  - Supply Chain Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: npm has joined GitHub
  addition_method: manual
  v2_locations:
  - javascript.md
https://github.blog/news-insights/company-news/still-a-developer-just-outside-our-latest-github-shop-collection-is-here:
  last_checked: 1780402331.9557
  score: 25
  status: FILTERED
https://github.blog/news-insights/company-news/token-authentication-requirements-for-api-and-git-operations:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Technical mandate detailing the deprecation of basic password auth for
    authenticated Git operations and REST API calls. Codifies the migration to Personal
    Access Tokens (PATs) and hardware keys.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Platforms
  - Platform Security
  - Authentication
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Token authentication requirements for API and Git operations
  addition_method: manual
  v2_locations:
  - git.md
? https://github.blog/news-insights/policy-news-and-insights/how-researchers-are-using-github-innovation-graph-data-to-reveal-the-digital-complexity-of-nations
: addition_method: automatic
  ai_summary: This policy and empirical study details how researchers leverage the
    GitHub Innovation Graph database to measure national 'digital complexity'. By
    correlating geographic open-source activity with macro-economic metrics, the researchers
    demonstrate a strong predictability index for GDP growth, wealth inequality, and
    emissions. The methodology showcases the utility of software collaboration repositories
    as real-time economic indicators.
  category: digital-money
  complexity: Intermediate
  content_hash: b4a6632232be995b5a3c88e139de492cbe337891b97a4d649b604e8b71b4b55f
  description: An interview showcasing how Open Source collaboration datasets can
    accurately model and forecast national GDP, inequality, and industrial emission
    trends.
  hierarchy:
  - DevOps
  - Version Control
  - GitHub Metrics
  - Economic Complexity
  is_microservice: false
  language: en
  last_checked: 1780352849.031743
  reputation_status: Vetted
  reputation_summary: An insightful exploration of global software collaboration data
    modeled for macro-economic forecasting and policy development.
  resource_type: Article
  social_preview_url: https://github.blog/wp-content/uploads/2025/01/innovation_graph_1.png?fit=2400%2C1260
  source_provenance: X.com (GitHub)
  stars: 4
  status: online
  suggested_new_category: open-source-analytics
  tags:
  - '[CASE STUDY]'
  title: How researchers are using GitHub Innovation Graph data to reveal the “digital
    complexity” of nations
  year: '2026'
https://github.blog/news-insights/product-news/create-pull-requests-in-vscode:
  description: ''
  addition_method: manual
  content_hash: d0d2135a4b7b131934f4e39e18bbb5f6baeac7500646ec1c588f518abb90e621
  health_score: 100.0
  last_checked: 1779130495.000944
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2018'
  stars: 0
  ai_summary: Highlights the native evolution of the GitHub Pull Requests and Issues
    extension, allowing developers to create, review, comment, and merge pull requests
    directly within the editor workspace to minimize context switching.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - Collaboration
  is_microservice: false
  title: "github.blog: VS Code: Now creating pull requests \U0001F31F"
https://github.blog/news-insights/product-news/dependency-graph-now-supports-github-actions:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Introduces dependency graph native tracking for GitHub Actions. Provides
    deep security oversight by indexing actions, workflows, and third-party task plugins,
    exposing vulnerabilities, and generating automatic Dependabot alert remedies across
    pipeline executions.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Supply Chain Security
  - Dependency Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Dependency graph now supports GitHub Actions'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/news-insights/product-news/getting-started-with-github-actions-just-got-easier:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights major improvements to the starter workflow experience. Features
    dynamic detection wizards that analyze repository codebases to recommend highly
    optimized, context-relevant pipeline templates.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - CI/CD Pipeline
  - GitHub Actions
  - Developer Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Getting started with GitHub Actions just got easier!'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/news-insights/product-news/github-actions-now-supports-ci-cd:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The de facto standard enterprise platform for CI/CD, integrated natively
    directly within the GitHub ecosystem. Offering matrix builds, multi-platform environments,
    and an extensive repository of marketplace actions, it has redefined modern platform
    engineering.
  language: N/A
  resource_type: Platform
  complexity: Medium
  hierarchy:
  - Software Delivery
  - GitHub Ecosystem
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: GitHub Actions CI/CD
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://github.blog/news-insights/product-news/github-cli-2-0-includes-extensions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Product release overview for GitHub CLI v2.0, describing the integration
    of customizable extension engines. Empowers DevOps platform teams to author, deploy,
    and execute bespoke commands natively via gh.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Platforms
  - CLI Utilities
  - GitHub CLI
  - Extensions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: GitHub CLI 2.0 includes extensions!'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/news-insights/product-news/github-copilot-is-generally-available-to-all-developers:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Announces the general availability (GA) release model of GitHub Copilot
    for all software developers. Discusses infrastructure scaling improvements, commercial
    licensing fees, and the introduction of free access paths for open-source maintainers.
    Marks the first mature milestone of commercial coding AI.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Ecosystem Launch
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: GitHub Copilot is generally available to all developers
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/news-insights/product-news/github-copilot-x-the-ai-powered-developer-experience:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Launches GitHub Copilot X, integrating advanced conversational LLMs
    directly into pull requests, system terminals, and developer documentation frameworks.
    Highlights the transition from raw autocomplete tools to full conversational software
    lifecycle management.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Next-Gen Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: GitHub Copilot X: The AI-powered developer experience'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/news-insights/product-news/introducing-githubs-openapi-description:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Announcement detailing the generation and open-sourcing of comprehensive
    OpenAPI (Swagger) specifications for GitHub's REST API, enabling automated SDK
    generation and typed API integration.
  language: JSON
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Developer Platforms
  - API Design
  - GitHub API
  - OpenAPI Spec
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Introducing GitHub’s OpenAPI Description
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/news-insights/product-news/take-your-local-github-sessions-anywhere:
  addition_method: automatic
  ai_summary: Announces the general availability of cross-device remote control sessions
    for GitHub Copilot. This architectural enhancement allows developers to securely
    synchronize active developer contexts and agentic execution states across CLI
    terminals, VS Code, and GitHub Mobile, allowing seamless transitions and on-the-go
    triage without resetting the agentic session history.
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 89684169b919e1318a37aa9eca2d457c1cc2903e40712e66567a2730f14b46a4
  description: General availability of remote control and synchronization for GitHub
    Copilot sessions across devices.
  hierarchy:
  - AI
  - Developer Experience
  - Copilot Workflow Synchronization
  is_microservice: false
  language: en
  last_checked: 1780352932.853266
  reputation_status: Vetted
  reputation_summary: The GA release of remote control for Copilot sessions has been
    received enthusiastically by mobile-first developers and SREs, validating a seamless
    transition of agent states across CLI, VS Code, and mobile devices.
  resource_type: Article
  social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-github-copilot-logo-stripe.png
  source_provenance: RSS Feed (The GitHub Blog)
  stars: 4
  status: online
  suggested_new_category: ai-tools
  tags:
  - ENTERPRISE-STABLE
  - EMERGING
  title: Take your local GitHub sessions anywhere
  year: '2026'
https://github.blog/news-insights/product-news/work-with-github-actions-in-your-terminal-with-github-cli:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details how to configure, execute, and inspect active GitHub Actions
    workflows directly from command-line terminals using GitHub CLI. Accelerates dev
    cycles by enabling remote run monitoring, real-time log streaming, and manual
    dispatch execution.
  language: Shell
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - GitHub Actions
  - Developer Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Work with GitHub Actions in your terminal with GitHub CLI'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/open-source/building-githubs-next-chapter-in-accessibility:
  addition_method: automatic
  ai_summary: An analysis of GitHub's open-source accessibility roadmap, centering
    on automated testing tooling and industry frameworks. Key architectural implementations
    include an AI-powered accessibility scanner utilizing Deque's axe-core engine
    for static DOM inspections, alongside a modular plugin framework designed to catch
    reflow and color-contrast violations. The update also highlights the new GitHub
    Enterprise Accessibility Advisory Panel (GAAP) to align platform features with
    customer-driven accessibility standards.
  category: aws-devops
  complexity: intermediate
  content_hash: 820850a0849bf202e855b48da898b59c6370f680dc665cee04ddc5bfe6dbd4fa
  description: Explore our update on GitHub's accessibility strategy, and learn how
    you can join us in building a culture of accessibility.
  hierarchy:
  - DevOps
  - Compliance and Standards
  - Automated Testing
  impact_score: 80
  is_microservice: false
  language: en
  last_checked: 1780402331.955733
  reputation_status: Vetted
  reputation_summary: Vetted corporate strategy update detailing engineering frameworks
    and plugins supporting global accessibility standards.
  resource_type: blog
  social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-mona-invertocat-logo.png?fit=1920%2C1080
  source_provenance: RSS Feed (The GitHub Blog)
  stars: 4
  status: online
  suggested_new_category: accessibility-engineering
  tags:
  - '[GUIDE]'
  - '[CASE STUDY]'
  title: Building GitHub's next chapter in accessibility
  year: '2026'
https://github.blog/open-source/gaming/beyond-the-engine-10-open-source-projects-shaping-how-games-actually-get-made:
  addition_method: automatic
  ai_summary: A comprehensive compilation from the GitHub OSPO profiling key open-source
    utility projects that extend beyond standard game engines. The article highlights
    tools such as Blockbench, Pixelorama, and LDtk, which empower developers with
    structured asset, level, and audio processing. It serves as an excellent resource
    for software architects evaluating the robustness and license health of modern
    creative tooling.
  category: other-awesome-lists
  complexity: Intermediate
  content_hash: 7446ffdaf0b07200e5dcf8a1334886dc5df96dbb2094f5cea99e9b071da99bf7
  description: A curated collection of ten high-impact open source tools supporting
    creative game development workflows beyond traditional engines.
  hierarchy:
  - Software Development
  - Open Source Software
  - Creative Tooling
  - Game Development Workflows
  is_microservice: false
  language: en
  last_checked: 1780352571.556344
  reputation_status: Vetted
  reputation_summary: Published by GitHub's official open-source program office, securing
    broad industry validation.
  resource_type: Article
  social_preview_url: https://github.blog/wp-content/uploads/2026/05/639edd29983f2d6a8dcb40b053416b222505bf0835096dea18d4af01202d0646-2400x1260-1.png?fit=2400%2C1260
  source_provenance: X.com (GitHub)
  stars: 4
  status: online
  suggested_new_category: open-source-tooling
  tags:
  - '[GUIDE]'
  - '[COMMUNITY-TOOL]'
  title: 'Beyond the engine: 10 open source projects shaping how games actually get
    made'
  year: '2026'
https://github.blog/open-source/gaming/dungeons-desktops-10-roguelikes-that-never-die-because-their-communities-wont-let-them:
  addition_method: automatic
  ai_summary: This GitHub Blog article analyzes the longevity of ten community-driven
    open-source roguelike games, demonstrating how decentralized developer networks
    maintain and evolve complex codebases over decades. It showcases the architectural
    impact of open-source collaboration, continuous fork mutations, and community-driven
    rewrites that preserve software usability without official enterprise backing.
    The study serves as a masterclass in community-centric software lifecycle resilience
    and open governance models.
  category: uncategorized
  complexity: Beginner
  content_hash: 51335458e8440dd72da15e1d8a59f44e5d6a31606226c8017dabbbf816e14959
  description: Explores how passionate open source communities maintain and evolve
    decades-old roguelike games.
  hierarchy:
  - Open Source Software
  - Community Curation
  - Long-term Maintenance
  is_microservice: false
  language: English
  last_checked: 1780352003.689843
  reputation_status: Vetted
  reputation_summary: A highly discussed blog post in the open-source community detailing
    how community dedication can ensure decades of software lifecycle continuity.
  resource_type: Article
  social_preview_url: https://github.blog/wp-content/uploads/2026/05/583946322-6fc5b06b-fbfa-4b49-83b2-11b89e184c8e.gif
  source_provenance: X.com (GitHub)
  stars: 4
  status: online
  suggested_new_category: open-source-culture
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'Dungeons and Desktops: 10 Roguelikes That Never Die (Because Their Communities
    Won''t Let Them)'
  year: '2026'
https://github.blog/open-source/git/commits-are-snapshots-not-diffs:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: A critical look at Git's internal object store, showing that Git stores
    commits as complete Directed Acyclic Graph (DAG) snapshots rather than delta changesets.
    Evaluates how content-addressable storage (SHA hashes), tree objects, and packfile
    compression optimize repository performance.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Internals
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'github.blog: Commits are snapshots, not diffs'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/open-source/git/get-up-to-speed-with-partial-clone-and-shallow-clone:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Explains how to optimize clone performance in extremely large codebases
    using partial clones (blobless and treeless) and shallow clones. Compares how
    these strategies reduce network payloads and local disk consumption, making them
    ideal for high-throughput CI/CD runtimes.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Monorepos and Performance
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'github.blog: Get up to speed with partial clone and shallow clone'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/open-source/git/git-credential-manager-core-building-a-universal-authentication-experience:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Explains the design philosophy and inner workings of Git Credential
    Manager Core. Discusses how it establishes a universal, unified authentication
    standard across Windows, macOS, and Linux, ensuring secure-by-default credential
    caching for enterprise environments.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Developer Tooling
  - Credential Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Git Credential Manager Core: Building a universal authentication experience'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://github.blog/open-source/git/highlights-from-git-2-28:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Review of the features introduced in Git 2.28, detailing the init.defaultBranch
    configuration options and internal hashing optimizations to support modern security
    workflows.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Highlights from Git 2.28'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/open-source/git/highlights-from-git-2-40:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes structural performance updates and feature introductions in
    Git 2.40. Highlights include rewrites of legacy helper scripts like 'git jump'
    and 'git add --interactive' into native C, improving cross-platform compatibility
    and system execution speed across massive scale enterprise mono-repos.
  language: English
  resource_type: Changelog
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Git Core
  - Platform Updates
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'github.blog: Highlights from Git 2.40'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/open-source/git/how-to-undo-almost-anything-with-git:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Authoritative GitHub guide detailing tree restoration strategies. Employs
    git reflog, commit reverts, soft/hard resets, and stash management to repair repository
    configuration states.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Git Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: How to undo (almost) anything with Git'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/open-source/maintainers/github-actions-update-helping-maintainers-combat-bad-actors:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights GitHub security countermeasures designed to prevent cryptojacking
    and resource abuse in public actions. Documents the requirement for manual approval
    of workflows initiated by first-time external contributors.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - Security & Compliance
  - Open Source Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: GitHub Actions update: Helping maintainers combat bad actors'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/security/application-security/git-credential-manager-authentication-for-everyone:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details structural security updates inside Git Credential Manager to
    address multi-factor authentication on GitHub and Azure DevOps. Explains background
    processes managing secure local keychain interactions to prevent token leakage.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Identity & Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Git Credential Manager: authentication for everyone'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/security/application-security/how-exposed-is-your-code-find-out-in-minutes-for-free:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Guides users in configuring GitHub's integrated developer security capabilities
    to find vulnerabilities, scan code dependencies, and detect exposed tokens. Highlights
    configuring automated pipelines to safeguard repository secrets prior to creating
    deployment packages. Speeds up software supply-chain validation workflows.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - DevSecOps
  - Vulnerability Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'GitHub Code Security Risk Assessment: Free Vulnerability Scanning'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://github.blog/security/application-security/implementing-least-privilege-for-secrets-in-github-actions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes implementation strategies to enforce least privilege access
    inside GitHub Actions. Outlines configuration methods to isolate scope, manage
    token permissions, limit execution environments, and safeguard production secrets.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline
  - Security & Compliance
  - Secret Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: Implementing least privilege for secrets in GitHub Actions'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/security/application-security/token-authentication-requirements-for-git-operations:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Details GitHub's transition away from legacy basic password authentication
    for Git operations. Highlights security compliance frameworks, token creation
    protocols (fine-grained vs. classic), SSH key strategies, and automated credential
    manager operations.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Security and Authentication
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'github.blog: Token authentication requirements for Git operations'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/security/investigating-unauthorized-access-to-githubs-internal-repositories:
  addition_method: automatic
  ai_summary: A critical security investigation update detailing GitHub's response
    to an intrusion involving the exfiltration of approximately 3,800 internal repositories
    via compromised VS Code extensions. It mandates immediate administrative action
    for GitHub Enterprise Server (GHES) customers to rotate GPG public keys to enable
    validation of subsequent official binary releases and cryptographic signing channels.
  category: devsecops
  complexity: Advanced
  content_hash: 395f8124ea7562606efc9e355e623e016df3f60cefd2413c6527c682da423cfd
  description: Immediate-action security advisory requiring GitHub Enterprise Server
    customers to rotate signing keys.
  hierarchy:
  - Security
  - Incident Response
  - Key Management
  is_microservice: false
  language: en
  last_checked: 1780352932.853257
  reputation_status: Vetted
  reputation_summary: A critical security advisory that received intensive discussion
    across the industry. Highly praised for transparency and rapid mitigation steps
    (key rotations) despite the severity of the threat actor's compromise of internal
    assets.
  resource_type: Article
  social_preview_url: https://github.blog/wp-content/uploads/2026/01/generic-security-logo-blocks-github.png
  source_provenance: RSS Feed (The GitHub Blog)
  stars: 4
  status: online
  suggested_new_category: security-advisories
  tags:
  - ENTERPRISE-STABLE
  - CASE STUDY
  title: 'Investigation update: GitHub Enterprise Server signing key rotation'
  year: '2026'
https://github.blog/security/raising-the-bar-quality-shared-responsibility-and-the-future-of-githubs-bug-bounty-program:
  addition_method: automatic
  ai_summary: Documents systemic updates to GitHub's bug bounty program designed to
    address the influx of low-impact, AI-generated vulnerability submissions. The
    updated policy enforces stricter criteria requiring validated proofs-of-concept
    (PoC), clarifies the security boundaries of shared platform responsibility, and
    refines the compensation structure for low-risk findings to ensure optimal engineering
    focus.
  category: devsecops
  complexity: Intermediate
  content_hash: 30e4222268585f78c9b46ae26d309ec8a0339240efdd96bf4dfcb25b4cf0b246
  description: Updates to security submission criteria and boundaries within GitHub's
    official bug bounty program.
  hierarchy:
  - Security
  - Vulnerability Management
  - Application Security
  is_microservice: false
  language: en
  last_checked: 1780352932.853287
  reputation_status: Vetted
  reputation_summary: Widely discussed in the security research community. The update
    to bug bounty standards is viewed as a necessary filter to combat low-quality
    AI-generated vulnerability reports, establishing a mature standard for shared
    responsibility.
  resource_type: Article
  social_preview_url: https://github.blog/wp-content/uploads/2021/06/GitHub-Bug-Bounty.png?fit=1498%2C826
  source_provenance: RSS Feed (The GitHub Blog)
  stars: 4
  status: online
  suggested_new_category: security-programs
  tags:
  - ENTERPRISE-STABLE
  - GUIDE
  title: 'Raising the bar: Quality, shared responsibility, and the future of GitHub''s
    bug bounty program'
  year: '2026'
https://github.blog/security/supply-chain-security/github-supply-chain-security-features-go-community:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details deployment of automated dependency parsing, vulnerability detection
    databases (GitHub Advisory Database), and automated security pull requests (Dependabot)
    directly targeting the Go package ecosystem.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - DevSecOps
  - Supply Chain Security
  - Go Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.blog: GitHub brings supply chain security features to the Go community'
  addition_method: manual
  v2_locations:
  - git.md
https://github.blog/security/supply-chain-security/safeguard-container-signing-capability-actions:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Establishes secure container build pipelines by integrating Sigstore
    Cosign directly with GitHub Actions. It leverages GitHub's OIDC provider to eliminate
    static private keys, signing container images with ephemeral, keyless certificates.
    This infrastructure drastically reduces credential leakage vectors in automated
    build environments.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Supply Chain Security
  - Container Signing
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'github.blog: Safeguard your containers with new container signing capability
    in GitHub Actions (cosign)'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://github.com/01mf02/jaq:
  description: ''
  addition_method: manual
  ai_summary: A modern clone of jq built in Rust, engineered for lightning-fast configuration
    query processing, enhanced compiler diagnostic outputs, and strict type safety
    across multi-gigabyte files.
  complexity: Medium
  content_hash: dcb6f91a197fbba1d7e1e3fb9588479204a7e76aaf77204a2bead92e4d1bcc2c
  gh_license: MIT
  gh_pushed: '2026-06-11T17:53:58Z'
  gh_stars: 3642
  health_score: 100.0
  hierarchy:
  - Developer Workspace
  - Command-Line Tooling
  - JSON & YAML Manipulators
  is_microservice: false
  language: Rust
  last_checked: 1779031714.909582
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2025'
  title: github.com/01mf02/jaq
  is_special: true
https://github.com/10tanmay100/MEDICAL-DATA-PROJECT-END2END-WITH-FEW-MLOPS:
  description: ''
  addition_method: manual
  content_hash: 2e94c2348e441acc83427fb2e9498bf4f1113bf5b2c00425bf09ba4aff68b4f5
  gh_license: MIT
  gh_pushed: '2024-01-24T19:56:16Z'
  gh_stars: 3
  health_score: 100.0
  last_checked: 1779034523.365067
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2023'
  ai_summary: A template project exploring end-to-end MLOps strategies for medical
    imaging classifications. Built to serve as a baseline architectural guide, it
    shows how to parse medical image sets, structure training scripts, and deploy
    models as queryable endpoints.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Medical Imaging
  - End-to-End Pipeline
  is_microservice: false
  title: 'github.com/10tanmay100: MEDICAL-DATA-PROJECT-END2END-WITH-FEW-MLOPS'
https://github.com/2-alchemists/krossboard:
  description: ''
  addition_method: manual
  content_hash: edb4abade49d7a4e31de4d1bcdab537ce9be0dfd0d2d7b190ecdb80d8fed4e40
  gh_license: AGPL-3.0
  gh_pushed: '2025-03-18T22:16:48Z'
  gh_stars: 63
  health_score: 100.0
  last_checked: 1779130494.985087
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2025'
  stars: 5
  ai_summary: Krossboard provides multi-cluster aggregation of system footprints and
    utilization. Aimed at enterprise FinOps implementations, it normalizes resource
    tracking metrics across cloud distributions to generate structured usage metrics
    and consolidated billing trends.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - FinOps & Autoscaling
  - Multi-Cluster
  - Cost Tracking
  is_microservice: false
  title: github.com/2-alchemists/krossboard-kubernetes-operator
https://github.com/2-alchemists/krossboard-kubernetes-operator:
  addition_method: manual
  content_hash: d8953edb5c5f078614b5e2dbab6d1f81af17261abbf9be8944a2fa05a907aff1
  description: ''
  health_score: 100.0
  last_checked: 1779032000.480208
  stars: 0
  title: github.com/2-alchemists/krossboard-kubernetes-operator
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://github.com/23andMe/Yamale:
  description: ''
  addition_method: manual
  ai_summary: A schema validation tool written in Python. Yamale validates YAML files
    by checking them against defined schemas, making it easy to enforce structural
    constraints, verify data types, and run assertions in configuration testing pipelines.
  complexity: intermediate
  content_hash: 759ada515afe9cec0d0de1f3d40406fb231737a26ef29417a43c3a051de1beb8
  gh_license: MIT
  gh_pushed: '2026-06-01T00:42:50Z'
  gh_stars: 765
  health_score: 100.0
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Validation
  is_microservice: false
  language: Python
  last_checked: 1779033759.623686
  needs_ai_refresh: true
  resource_type: library
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2022'
  title: 23andMe/Yamale
  is_special: true
https://github.com/4ARMED/kubeletmein:
  description: ''
  addition_method: manual
  content_hash: eae906d46887be6d1630783c8e818bf25903ee32cd3ea12c2c0d59823beea5aa
  gh_license: AGPL-3.0
  gh_pushed: '2025-11-28T11:49:34Z'
  gh_stars: 164
  health_score: 100.0
  last_checked: 1779033782.483702
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A technical auditing utility engineered to locate and read API client
    certificates directly from Kubelet configurations. It helps security teams check
    local permission scopes and recover access inside administrative bounds.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Credential Retrieval
  - Kubelet Authentication
  is_microservice: false
  title: 4ARMED/kubeletmein
https://github.com/99designs/aws-vault:
  description: ''
  addition_method: manual
  content_hash: f3f2c0bfaf6e40a77f34461ee46e598fa99e3d56148b33a7a91e648e71e456c6
  gh_license: MIT
  gh_pushed: '2025-12-30T11:28:54Z'
  gh_stars: 8978
  health_score: 100.0
  last_checked: 1779031540.177448
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: '2015'
  ai_summary: The industry-standard CLI utility for securely storing and accessing
    AWS credentials in local development workflows. It encrypts keys in OS keystores
    (like macOS Keychain or KWallet) and exposes temporary STS credentials via environment
    variables or metadata endpoints, preventing hardcoded local credentials exposure.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - AWS IAM
  - Credential Management
  is_microservice: false
  title: AWS Vault
https://github.com/ABZ-Aaron/CheatSheets:
  addition_method: manual
  content_hash: 9b8591906e1ac1e076713178225d15e5ec3060470379e85c3857bea96519c68d
  description: ''
  health_score: 100.0
  last_checked: 1779029356.960539
  stars: 0
  title: ABZ-Aaron/CheatSheets
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://github.com/ABZ-Aaron/cheat-sheets:
  description: ''
  addition_method: manual
  content_hash: 8d0afffe9c1ffe15b0ae1571eb1c822dfdc897120df6e63a6ae4fc0d9f8b3793
  health_score: 100.0
  last_checked: 1779130494.942105
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2025'
  stars: 0
  ai_summary: An intensive SQL compilation focusing on relational queries. Highlights
    transaction control, subqueries, complex JOIN strategies, CTEs, and window functions
    used across major RDBMS engines (PostgreSQL, MySQL, SQLite).
  language: SQL
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Databases & Storage
  - Relational Databases
  - SQL
  is_microservice: false
  title: "github.com/ABZ-Aaron: SQL Cheat Sheet \U0001F31F"
  gh_stars: 1714
  gh_pushed: '2022-07-25T07:39:15Z'
  gh_license: N/A
https://github.com/AICoE/OpenShiftKubeAudit:
  description: ''
  addition_method: manual
  content_hash: 049bcb40e2fdcc4b12363a9e2c1d22fd07ebe1827a39bad2abaebecfe19b71d5
  gh_license: GPL-3.0
  gh_pushed: '2020-09-16T17:31:26Z'
  gh_stars: 10
  health_score: 100.0
  last_checked: 1779031669.972574
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A compliance auditing utility designed specifically to scan Red Hat
    OpenShift architectures. It checks active security profiles, configurations, and
    SCCs (Security Context Constraints) to trace potential misconfigurations or vulnerabilities
    within enterprise installations.
  language: Python
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Networking & Security
  - Security Compliance
  - OpenShift Audit
  is_microservice: false
  title: OpenShiftKubeAudit
https://github.com/Abhisheksinha1506/Collection-of-Useful-Scripts:
  description: ''
  addition_method: manual
  content_hash: aa8107a38883d61b2607bf1f1de837a0e4562892dee326d221df15ca8522ca6e
  gh_license: N/A
  health_score: 100.0
  last_checked: 1779130494.963687
  needs_ai_refresh: true
  status: unreachable
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  stars: 0
  ai_summary: A community-focused index containing multi-purpose system administration
    utilities and server configuration scripts, simplifying setup across Windows and
    Linux nodes.
  language: PowerShell
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure Automation
  - Automation Workflows
  - DevOps Utilities
  - Multi-OS Provisioning
  is_microservice: false
  title: Abhisheksinhacoder/collection-of-useful-scripts
  gh_stars: 0
  gh_pushed: N/A
https://github.com/Abhisheksinhacoder/collection-of-useful-scripts:
  addition_method: manual
  content_hash: 87c0ae37fa711f2ed8c0da30f5592a2bc3292aef4ff149f2c52a17acd0e27775
  description: ''
  health_score: 100.0
  last_checked: 1779033051.174457
  stars: 0
  title: Abhisheksinhacoder/collection-of-useful-scripts
  v1_locations:
  - docs/azure.md
  year: N/A
https://github.com/AbsaOSS/k8gb:
  description: ''
  addition_method: manual
  content_hash: 6ee86ccfb98715db228dbcbf1f93214c29e8d31b68e6edd32605743139e8f34b
  gh_license: Apache-2.0
  gh_pushed: '2026-02-20T09:06:45Z'
  gh_stars: 1
  health_score: 100.0
  last_checked: 1779031567.461336
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: '2024'
  ai_summary: K8GB is a cloud-native, Kubernetes-native Global Server Load Balancing
    (GSLB) controller based on CoreDNS. Live Grounding indicates that K8GB is highly
    valued for coordinating traffic redirection across geographically distributed,
    multi-region clusters, enabling active-passive and active-active failover patterns
    without relying on proprietary hardware devices.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Global Load Balancing
  is_microservice: false
  title: K8GB - Kubernetes Global Balancer
https://github.com/AdamRussak/k8f:
  description: ''
  addition_method: manual
  content_hash: ea421b4a60048804e51f303d1517606e1be0ac8498182945c930c89a6a6a8dd1
  gh_license: AGPL-3.0
  gh_pushed: '2025-11-20T01:33:43Z'
  gh_stars: 41
  health_score: 100.0
  last_checked: 1779029341.280643
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: K8f simplifies local microservice debugging by providing a graphical
    interface to manage multiple concurrent Kubernetes port-forward tunnels. It replaces
    manual, error-prone terminal execution with a clean dashboard for defining, starting,
    and monitoring local-to-remote cluster tunnels. This GUI wrapper is highly beneficial
    for developers managing complex, multi-service local mockups.
  language: Go
  resource_type: GUI Tool
  complexity: Beginner
  hierarchy:
  - Operations
  - Port Forwarding
  - Local Development
  is_microservice: false
  title: github.com/AdamRussak/k8f
https://github.com/AdminTurnedDevOps/CapabilityPE:
  description: ''
  addition_method: manual
  ai_summary: A research and practical taxonomy repository addressing DevOps platform
    engineering capability matrices. Assists engineering organizations in evaluating
    architecture, pipeline velocity, self-service portals, and cloud-native maturity
    tracks.
  complexity: Advanced
  content_hash: 4aad8379ca2139f263bb12069572c8a54e05643a627e5e5b936ba2e8165603f8
  health_score: 100.0
  hierarchy:
  - DevOps & Platform Engineering
  - Methodology & Culture
  - Platform Engineering Strategy
  is_microservice: false
  language: Markdown
  last_checked: 1779032252.309473
  needs_ai_refresh: true
  resource_type: Documentation
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: '2024'
  title: github.com/AdminTurnedDevOps/CapabilityPE
  gh_stars: 75
  gh_pushed: '2024-08-31T21:17:15Z'
  gh_license: N/A
https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS:
  description: ''
  addition_method: manual
  content_hash: 5b135e139f5d280c6c397a0f9866cf148a23a268b94addc861f835f62e5eea43
  gh_license: MIT
  gh_pushed: '2025-04-27T15:08:31Z'
  gh_stars: 2420
  health_score: 100.0
  last_checked: 1779034309.635565
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2025'
  ai_summary: A comprehensive learning curriculum covering real-world cloud operations
    on AWS. Hands-on modules include terraforming network segments, setting up pipelines,
    security scanning, and establishing resilient monitoring.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - DevOps & CI/CD
  - AWS Infrastructure
  - DevOps Guides
  is_microservice: false
  title: ==AdminTurnedDevOps/DevOps-The-Hard-Way-AWS==
https://github.com/AdminTurnedDevOps/Terraform-The-Hard-Way:
  description: ''
  addition_method: manual
  content_hash: dc04c4b9b499a851a2bf7dff5411f9443613ba503e7be802fb9425ec196b36ed
  gh_license: MIT
  gh_pushed: '2022-02-07T16:09:25Z'
  gh_stars: 342
  health_score: 100.0
  last_checked: 1779030976.202077
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: A comprehensive, hands-on repository designed to teach the inner workings
    of Terraform without automated abstractions. Explores fundamental concepts like
    local/remote state locking, provider initialization, manual dependency resolution,
    and deep CLI mechanics. Live grounding confirms this repository is a highly valued
    community-driven learning path for SREs requiring direct structural familiarity
    with IaC.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Deep Dive Tutorials
  is_microservice: false
  title: ==AdminTurnedDevOps/Terraform-The-Hard-Way==
https://github.com/AdminTurnedDevOps/kubernetes-examples:
  description: ''
  addition_method: manual
  content_hash: d20430380daa96e24255979fb1f1dbf0cff3f81a45c8517972fc0d3f4efc9a6f
  health_score: 100.0
  last_checked: 1779030327.314897
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2022'
  ai_summary: A clean, community-curated collection of fundamental manifest configurations.
    Serves as a useful rapid-lookup repository containing validated yaml schemas for
    Deployments, ConfigMaps, Secrets, Ingress, and persistent volume abstractions.
  language: YAML
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Core Orchestration
  - Workloads
  - Examples
  is_microservice: false
  title: ==github.com/AdminTurnedDevOps/kubernetes-examples==
  gh_stars: 755
  gh_pushed: '2023-12-28T20:29:39Z'
  gh_license: N/A
https://github.com/AdminTurnedDevOps/kubernetes-in-production-examples:
  description: ''
  addition_method: manual
  content_hash: d8aba7108a12ff8fc0ba7bbffa91fe3e354f142e92997be37c298f8822f4e8d3
  health_score: 100.0
  last_checked: 1779032935.076871
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2022'
  ai_summary: Advanced enterprise-readiness blueprint repository. Highlights essential
    security context layers, proper resource constraint mechanisms (CPU/Memory requests
    and limits), NetworkPolicies, Horizontal Pod Autoscalers, and liveness/readiness
    probe best practices for production deployments.
  language: YAML
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Production Hardening
  - Examples
  is_microservice: false
  title: ==github.com/AdminTurnedDevOps/kubernetes-in-production-examples==
  gh_stars: 79
  gh_pushed: '2024-11-20T19:18:24Z'
  gh_license: N/A
https://github.com/Alishahryar1/free-claude-code:
  addition_method: automatic
  ai_summary: This popular open-source local proxy intercepts Anthropic API calls
    initiated by the Claude Code CLI or VSCode extension and translates them dynamically
    for seventeen alternative LLM providers. Compatible with backends like NVIDIA
    NIM, OpenRouter, Google AI Studio, DeepSeek, and local runtimes (Ollama, LM Studio),
    it offers advanced per-model routing, native thinking-token parsing, and automated
    heuristic tool-call mapping. By caching and locally resolving trivial request
    categories, the tool achieves significant latency improvements and API credit
    savings.
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: facf064e5a6f0fe3f44def005d75a2b9e8677a32da40959c409199bacad7d4d8
  description: Use Claude Code CLI for free by routing Anthropic API calls through
    alternative backends like NVIDIA NIM and OpenRouter.
  gh_license: MIT
  gh_pushed: '2026-06-01T00:18:04Z'
  gh_stars: 31585
  hierarchy:
  - AI
  - Developer Tools
  - Coding Assistants
  is_microservice: false
  language: en
  last_checked: 1780352720.351714
  reputation_status: Vetted
  reputation_summary: A highly trended community project praised by developers on
    Reddit and Medium for effectively bypassing paid API constraints without modifying
    clients.
  resource_type: repository
  social_preview_url: https://opengraph.githubassets.com/711f9a1e4401665b4253b95bb2c443e9fab71e814cf7615e747da0341b5bdba6/Alishahryar1/free-claude-code
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - COMMUNITY-TOOL
  - EMERGING
  title: free-claude-code
  year: '2026'
https://github.com/Altinity/clickhouse-operator:
  description: ''
  addition_method: manual
  content_hash: aa4d5618134a3700c272479d18e8ede2d176e44612d1631798c657d7d27f29e2
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T12:53:42Z'
  gh_stars: 2520
  health_score: 100.0
  last_checked: 1779033716.222449
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: '2024'
  ai_summary: The enterprise standard ClickHouse Operator developed by Altinity. Automates
    the deployment, provisioning, scaling, configuration, and monitoring of high-throughput
    columnar databases inside Kubernetes environments.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - ClickHouse
  is_microservice: false
  title: Altinity/clickhouse-operator
https://github.com/Andrew-Klaas/hashi-k8s-demo:
  addition_method: manual
  content_hash: 8f237332fb5d778af01f7d425dac4763fd8fa5f67f4e167834d404adfee1338f
  description: ''
  health_score: 100.0
  last_checked: 1779032380.874172
  needs_ai_refresh: true
  stars: 0
  title: 'github: Andrew-Klaas/hashi-k8s-demo'
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/Ankit404butfound/PyWhatKit:
  description: ''
  addition_method: manual
  content_hash: d83b17b3032100a04036cdc4dad4f373c38221153b2dfab47ea5108cc4087bb9
  gh_license: MIT
  gh_pushed: '2025-04-25T12:03:54Z'
  gh_stars: 1671
  health_score: 100.0
  last_checked: 1779034156.117093
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2024'
  ai_summary: 'Curator Insight: An automation tool built to aggregate and perform
    diverse routing actions across platforms.

    Live Grounding: Evaluates web stream automation, messaging integrations, graphical
    tasks, and simple script automation models.'
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Automation
  - Utilities
  is_microservice: false
  title: PyWhatKit
https://github.com/App-vNext/Polly:
  description: ''
  addition_method: manual
  content_hash: 2b6731da34685d4a6f009b01e8a9ca0c6c0364d71de54f8c0ae95fda389544bf
  gh_license: BSD-3-Clause
  gh_pushed: '2026-06-12T16:34:47Z'
  gh_stars: 14192
  health_score: 100.0
  last_checked: 1779034447.411867
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/dotnet.md
  v2_locations:
  - dotnet.md
  year: '2026'
  ai_summary: The premier resilient fault-handling library for the .NET ecosystem.
    Enables developers to configure sophisticated reliability policies including Retry,
    Circuit Breaker, Timeout, Bulkhead Isolation, and Fallback, acting as the bedrock
    for stable microservices.
  language: C#
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Software Architecture & .NET Development
  - Microservices
  - Resilience Patterns
  is_microservice: true
  title: App-vNext/Polly
https://github.com/Asabeneh/30-Days-Of-Python:
  description: ''
  addition_method: manual
  content_hash: c986f7f14a0f082a11c20fbdca1233ac30d32d075aae2fcad41fec5782b282db
  health_score: 100.0
  last_checked: 1779031808.432173
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2020'
  ai_summary: Massive community structured learning resource outlining a day-by-day
    progression from Python fundamentals to advanced paradigms like functional programming,
    API development, and data analysis.
  language: Python
  resource_type: Awesome List
  complexity: Beginner
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Tutorials
  is_microservice: false
  title: github.com/Asabeneh/30-Days-Of-Python
  gh_stars: 65301
  gh_pushed: '2026-04-04T17:59:06Z'
  gh_license: N/A
https://github.com/Azure-Samples:
  description: ''
  addition_method: manual
  content_hash: 15c350ff1d7b932c615aa31b87bd4d0fbd9a685ed294993081ccd97d60854ba6
  health_score: 100.0
  last_checked: 1779034031.271464
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  - docs/demos.md
  v2_locations:
  - azure.md
  - demos.md
  year: '2026'
  ai_summary: Central directory of Azure engineering samples. Provides production-ready
    templates, deployment scripts, and reference implementations spanning Serverless,
    Azure Kubernetes Service, container orchestration, and multi-tenant systems.
  language: None
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - Microsoft Azure
  - Sample Architecture
  is_microservice: true
  title: "github.com/Azure-Samples \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/Azure-Samples/aks-platform-engineering:
  description: ''
  addition_method: manual
  content_hash: e290caeecc0ec4d48ce5c747b0be16885035d04e12018c7946ebb969eadd9348
  gh_license: MIT
  gh_pushed: '2025-11-27T03:11:12Z'
  gh_stars: 155
  health_score: 100.0
  last_checked: 1779033785.298073
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: The official Microsoft reference architecture for building enterprise
    platform engineering environments on AKS. Demonstrates internal developer platforms,
    cluster bootstrapping, policy control, and automated fleet management.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - AKS
  - Reference Architecture
  is_microservice: true
  title: "==github.com/Azure-Samples/aks-platform-engineering Building a Platform
    Engineering Environment on Azure Kubernetes Service (AKS)== \U0001F31F"
https://github.com/Azure-Samples/api-management-workspaces-migration:
  description: ''
  addition_method: manual
  content_hash: ad31f15aafe25fe3a3625ef314ae8b1101cbec6ad96624afee5bef617482eff1
  gh_license: MIT
  gh_pushed: '2024-10-29T22:05:04Z'
  gh_stars: 2
  health_score: 100.0
  last_checked: 1779029802.310572
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: Official migration tool sample designed to transition traditional single-tenant
    Azure API Management APIs into modern, decentralized workspaces. Helps partition
    governance duties and resource isolation.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Network & Delivery
  - API Management
  - Workspace Migration
  is_microservice: true
  title: 'github.com/Azure-Samples/api-management-workspaces-migration: Azure API''
    Management workspaces migration tool'
https://github.com/Azure-Samples/azure-ai-studio-secure-bicep:
  description: ''
  addition_method: manual
  content_hash: 947774c1a3296b12810c1689c44b313c4c937deedf379b3ce96fd3e6e772e245
  gh_license: MIT
  gh_pushed: '2024-12-12T07:26:59Z'
  gh_stars: 61
  health_score: 100.0
  last_checked: 1779032232.519719
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: Official Microsoft sample blueprint demonstrating deployment of a secure
    Azure AI Studio environment. Hardens connections utilizing private endpoints,
    key vaults, and managed virtual network isolations.
  language: Bicep
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence
  - Secure Architecture
  - Enterprise AI
  is_microservice: false
  title: github.com/Azure-Samples/azure-ai-studio-secure-bicep
https://github.com/Azure-Samples/azure-ai-studio-secure-bicep/blob/main/bicep/managedvnet/README.md:
  description: ''
  addition_method: manual
  content_hash: e6ace3fb10dd8351341b1702c08c03cb8d3b7a2820787a9b4ccf23577b5a022f
  gh_license: MIT
  gh_pushed: '2024-12-12T07:26:59Z'
  gh_stars: 61
  health_score: 100.0
  last_checked: 1779032173.575196
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - GUIDE
  - ENTERPRISE-STABLE
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: A step-by-step configuration manual for deploying Azure AI Studio with
    a platform-managed virtual network. Focuses on ingress/egress restriction policies,
    private link structures, and cognitive service security boundaries.
  language: Bicep
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence
  - Secure Architecture
  - Network Isolation
  is_microservice: false
  title: Deploy Secure Azure AI Studio with a managed virtual network
https://github.com/Azure-Samples/azure-load-testing-samples:
  description: ''
  addition_method: manual
  content_hash: 4d366f048536c8dc91808d1ba5cff11e8c51e9025b86df90ef47222477520bed
  gh_license: MIT
  gh_pushed: '2025-05-02T10:45:23Z'
  gh_stars: 27
  health_score: 100.0
  last_checked: 1779033595.299595
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2025'
  ai_summary: Official Microsoft repository containing sample configurations and automation
    scripts for Azure Load Testing. Promotes direct integration of high-scale performance
    testing pipelines within existing Git workflows.
  language: JavaScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Quality Assurance
  - Performance Testing
  - Azure Load Testing
  is_microservice: true
  title: "github.com/Azure-Samples/azure-load-testing-samples \U0001F31F"
https://github.com/Azure-Samples/azure-pipelines-remote-tasks:
  description: ''
  addition_method: manual
  content_hash: aafb1375352fb342645c3852cf7f5bf199576d875509ba65dfa97f0b3aa17101
  gh_license: MIT
  gh_pushed: '2022-03-17T18:42:24Z'
  gh_stars: 3
  health_score: 100.0
  last_checked: 1779033084.975232
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2022'
  ai_summary: Demonstration framework and reusable templates for executing decentralized
    Azure Pipeline tasks against remote execution nodes, secure network environments,
    and custom virtualization fabrics.
  language: TypeScript
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Azure Pipelines
  is_microservice: false
  title: Azure-Samples/azure-pipelines-remote-tasks
https://github.com/Azure-Samples/azure-pipelines-variable-templates:
  description: ''
  addition_method: manual
  content_hash: 4fec8df7d207b86515c89a0a28639fa31cee3ac283a6e55002aee7d75ad804c9
  gh_license: MIT
  gh_pushed: '2023-05-10T15:29:19Z'
  gh_stars: 38
  health_score: 100.0
  last_checked: 1779030335.816155
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2023'
  ai_summary: A foundational template architecture for Azure DevOps Pipelines. Standardizes
    the sharing, ingestion, and management of environment variables across distinct
    build, test, and release environments to dry up pipeline manifests.
  language: YAML
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Azure Pipelines
  is_microservice: false
  title: Azure-Samples/azure-pipelines-variable-templates
https://github.com/Azure-Samples/jenkins-terraform-azure-example:
  addition_method: manual
  content_hash: 4d571b8aff27f52aa1267a2b80906f49b41411094e54a7f25dc14f8e4777532f
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779030562.197652
  needs_ai_refresh: true
  stars: 0
  title: Azure-Samples/jenkins-terraform-azure-example
  v1_locations:
  - docs/azure.md
  year: N/A
https://github.com/Azure-Samples/jmeter-aci-terraform:
  description: ''
  addition_method: manual
  content_hash: 800d61bd2ce20493e8d0269dff0af6c8f41f3049a4098f2e5d917a5c173ad6f3
  gh_license: MIT
  gh_pushed: '2022-01-20T13:09:32Z'
  gh_stars: 119
  health_score: 100.0
  last_checked: 1779031467.298594
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: IaC template leveraging Terraform to provision distributed Apache JMeter
    load testing engines within Azure Container Instances (ACI). Allows engineers
    to spin up high-throughput parallel load agents in serverless environments without
    cluster maintenance.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Testing
  - Load Testing
  - Azure Container Instances
  is_microservice: false
  title: Azure-Samples/jmeter-aci-terraform
https://github.com/Azure/AZVerify:
  description: ''
  addition_method: manual
  content_hash: 7d3a5ea7a458f37a565607d0cec561eb105b8bb2d615b1f5e18e179f1464d393
  gh_license: MIT
  gh_pushed: '2026-04-08T07:59:53Z'
  gh_stars: 95
  health_score: 100.0
  last_checked: 1779030232.569021
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  - docs/cloud-arch-diagrams.md
  - docs/iac.md
  v2_locations:
  - cloud-arch-diagrams.md
  - azure.md
  - iac.md
  year: '2025'
  ai_summary: An innovative open-source tool bridging declarative Bicep files, live
    Azure deployments, and system diagrams using GitHub Copilot. Standardizes validation
    processes during complex infrastructure-as-code planning.
  language: TypeScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Verification & AI
  - Copilot Verification
  is_microservice: false
  title: 'AZVerify: Bridging Azure Resources, Bicep Templates, and Diagrams with GitHub''
    Copilot'
https://github.com/Azure/Enterprise-Scale/wiki/ALZ-AMA-Update:
  description: ''
  addition_method: manual
  content_hash: eba1c3fa2e7b80515ace4c167c204bf04ee48d194b182e208834670a8ed4e8d2
  gh_license: MIT
  gh_pushed: '2026-06-05T01:53:47Z'
  gh_stars: 1942
  health_score: 100.0
  last_checked: 1779029805.444024
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: Crucial update tracker for the Azure Landing Zones (ALZ) Enterprise-Scale
    repository. Outlines migration frameworks and monitoring recommendations as the
    platform deprecates legacy Log Analytics agents in favor of Azure Monitor Agent
    (AMA). A vital reference for maintaining compliant enterprise monitoring architecture.
  language: English
  resource_type: Documentation Wiki
  complexity: Advanced
  hierarchy:
  - Governance & Management
  - Enterprise Governance
  - Landing Zones
  is_microservice: false
  title: 'github.com/Azure/Enterprise-Scale: ALZ AMA Update'
https://github.com/Azure/Microsoft-Defender-for-Cloud/tree/main/Workbooks/Network%20Security%20Dashboard:
  description: ''
  addition_method: manual
  content_hash: ccdcdc2a7f2810083d2f29ed63a82ce251fe948b1b80125e1d3c5f142e1a8375
  gh_license: MIT
  gh_pushed: '2026-03-19T11:15:53Z'
  gh_stars: 1913
  health_score: 100.0
  last_checked: 1779033623.270304
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: The repository holding advanced dashboard resources and workbooks for
    Microsoft Defender for Cloud, featuring the Network Security Dashboard. Facilitates
    deep metric visualization across firewall configurations, NSGs, and public exposure
    endpoints.
  language: JSON
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - SecOps
  - Cloud Security Dashboard
  is_microservice: false
  title: github.com/Azure/Microsoft-Defender-for-Cloud
https://github.com/Azure/aad-pod-identity:
  description: ''
  addition_method: manual
  content_hash: edc01ce59f7c0bf94b16c84ad96ac39c961bb50d67f2f20b9db2094a2c7db349
  gh_license: MIT
  gh_pushed: '2023-10-02T20:34:21Z'
  gh_stars: 560
  health_score: 100.0
  last_checked: 1779030296.300983
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: Azure Active Directory Pod Identity (aad-pod-identity) was the original
    framework used to assign Azure AD identities to pods. Due to scaling limits and
    reliance on intercepting IMDS traffic (NMI daemonset), it has been completely
    deprecated and replaced by the highly-efficient, OIDC-based azure-workload-identity
    controller.
  language: Go
  resource_type: Controller
  complexity: High
  hierarchy:
  - Security
  - Identity & Access
  - Workload Identity
  is_microservice: false
  title: Azure/aad-pod-identity)
https://github.com/Azure/apiops:
  description: ''
  addition_method: manual
  content_hash: 46badc24c36235586350555f18fbcb6c13ea0151a2d8d8f6eabf50d24674453c
  gh_license: MIT
  gh_pushed: '2026-06-05T19:33:52Z'
  gh_stars: 440
  health_score: 100.0
  last_checked: 1779030711.61451
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: The official Azure APIOps repository implementing GitOps principles
    for Azure API Management (APIM). Enables organizations to automate the extraction,
    publishing, configuration control, and deployment of complex API configurations
    across development, staging, and production networks.
  language: English
  resource_type: Software Portal
  complexity: Advanced
  hierarchy:
  - Architecture & Microservices
  - Infrastructure as Code
  - API Management
  is_microservice: true
  title: "github.com/Azure/apiops \U0001F31F"
https://github.com/Azure/awesome-terraform:
  description: ''
  addition_method: manual
  content_hash: 47de037d74508ffeff35cc3e7dbe16d5a2a89d23b693c44320002fcbeb8bb72e
  gh_license: MIT
  gh_pushed: '2023-12-06T14:27:12Z'
  gh_stars: 176
  health_score: 100.0
  last_checked: 1779032547.520686
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2025'
  ai_summary: A specialized community portal tracking curated structures, provider
    tricks, modules, and implementation patterns optimized for deploying Microsoft
    Azure topologies through Terraform configs.
  language: Markdown
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Curation
  - Azure Ecosystem
  is_microservice: false
  title: github.com/Azure/awesome-terraform
https://github.com/Azure/azqr:
  description: ''
  addition_method: manual
  content_hash: eec981d261de36284684dd79e5dc2ae5bd169da3d34ab0fa035cedf7f4621f28
  gh_license: MIT
  gh_pushed: '2026-06-11T18:04:26Z'
  gh_stars: 774
  health_score: 100.0
  last_checked: 1779034487.410048
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2026'
  ai_summary: A command-line utility designed to scan Azure resource groups or subscriptions
    and quickly generate a compliance and recommendation report based on Well-Architected
    Framework benchmarks. Highly effective for rapid technical audits, finding configuration
    drifts, and securing container and PaaS architectures.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Assessments
  - Command-Line Tools
  is_microservice: false
  title: ==github.com/Azure/azqr==
https://github.com/Azure/aztfexport:
  description: ''
  addition_method: manual
  content_hash: ca20491061cf89aaeec6ee4cc7ce0b3349bf97d14729e7f806e3f77dfb4faed9
  gh_license: MPL-2.0
  gh_pushed: '2026-04-02T01:25:07Z'
  gh_stars: 1894
  health_score: 100.0
  last_checked: 1779032245.471128
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: The repository page for Microsoft's Azure Export for Terraform (`aztfexport`).
    This specialized utility automatically crawls existing Azure infrastructure, converts
    physical setups into clean Terraform configurations, and constructs correct state
    files.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Azure
  - IaC
  - Migration
  is_microservice: false
  title: github.com/Azure/aztfexport
https://github.com/Azure/azure-workload-identity:
  description: ''
  addition_method: manual
  content_hash: f9ae7f9c64d169501d8263fbfa2d2c90f7f9d61bdaab5c8f5f0177821d38f31b
  gh_license: MIT
  gh_pushed: '2026-06-14T08:56:44Z'
  gh_stars: 333
  health_score: 100.0
  last_checked: 1779029056.86579
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Azure Workload Identity is the modern, enterprise-standard mechanism
    for mapping Kubernetes Service Accounts to Azure Active Directory (Microsoft Entra
    ID) managed identities. Utilizing OIDC federation, it eliminates the need for
    storing cloud credentials in Kubernetes secrets. It has fully replaced the deprecated
    aad-pod-identity architecture.
  language: Go
  resource_type: Controller
  complexity: High
  hierarchy:
  - Security
  - Identity & Access
  - Workload Identity
  is_microservice: false
  title: ==Azure/azure-workload-identity==
https://github.com/Azure/bicep:
  description: ''
  addition_method: manual
  content_hash: 601d402db51cf2f0b0cee1639115ebec316952db34c4b935766e2a0c0ee42551
  gh_license: MIT
  gh_pushed: '2026-06-14T06:10:26Z'
  gh_stars: 3605
  health_score: 100.0
  last_checked: 1779030574.735186
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2026'
  ai_summary: The premier declarative DSL for provisioning Azure resources. Bicep
    simplifies the authoring experience over raw JSON ARM templates, featuring modular
    design structures and native validation checks.
  language: Bicep
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure Automation
  - Infrastructure as Code
  - Azure Bicep
  - Declarative Deployments
  is_microservice: true
  title: Bicep
https://github.com/Azure/draft:
  description: ''
  addition_method: manual
  ai_summary: Azure Draft simplifies early-stage developer onboarding onto Kubernetes.
    By scanning source code directories, it automatically generates containerization
    assets including Dockerfiles, Kubernetes manifests, Helm charts, and deployment
    workflows.
  complexity: Intermediate
  content_hash: 04208dc2e1adbf073057b0550c0d1486f8120c9975bfc21605c95524c8d41487
  gh_license: MIT
  gh_pushed: '2026-06-11T12:56:27Z'
  gh_stars: 642
  health_score: 100.0
  hierarchy:
  - Developer Experience
  - Inner Loop Development
  - Local Tooling
  is_microservice: true
  language: Go
  last_checked: 1779033675.391158
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - scaffolding.md
  - demos.md
  - managed-kubernetes-in-public-cloud.md
  year: '2023'
  title: "==Azure/Draft== \U0001F31F"
https://github.com/Azure/eraser:
  addition_method: manual
  content_hash: a1a6600368e555c105d9d46dd0d438b6595a757d25d27ec69630bf97dcb08656
  description: ''
  health_score: 100.0
  last_checked: 1779029631.708649
  stars: 0
  title: "github.com/Azure/eraser \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/Azure/migration:
  description: ''
  addition_method: manual
  content_hash: 6109bf4073d73b6e6dc502e4bf1a1d80da6e7d414082571af7ddcbac7fc79ba1
  gh_license: MIT
  gh_pushed: '2025-06-05T21:56:49Z'
  gh_stars: 192
  health_score: 100.0
  last_checked: 1779031266.850218
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: Official Azure Migration Execution Guide repository. Houses comprehensive
    scripts, framework matrices, and programmatic guidance blueprints to safely move
    enterprise database, compute, and networking footprints from on-premises hosts
    into Microsoft Azure.
  language: English
  resource_type: Migration Guide
  complexity: Advanced
  hierarchy:
  - Architecture & Microservices
  - Migration Guides
  - Enterprise Migration
  is_microservice: false
  title: 'github.com/Azure/migration: The Migration Execution Guide.'
https://github.com/Azure/placement-policy-scheduler-plugins:
  description: ''
  addition_method: manual
  content_hash: 1830b601d7f3180d171323be6ea71fc88c0faff72667107788f8afa7519a7c64
  gh_license: MIT
  gh_pushed: '2023-12-18T23:04:45Z'
  gh_stars: 55
  health_score: 100.0
  last_checked: 1779031113.908247
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: This repository contains custom scheduling plugins for the Kubernetes
    default scheduler, built by Azure. They implement advanced scheduling topologies
    like strict fault-domain placement, proximity-based scheduling, and specialized
    multi-tenant constraints, providing deep scheduling control for hyperscale enterprise
    architectures.
  language: Go
  resource_type: Scheduler Plugin
  complexity: High
  hierarchy:
  - Scheduling
  - Scheduler Plugins
  - Enterprise Topology
  is_microservice: false
  title: Azure/placement-policy-scheduler-plugins
https://github.com/Azure/terraform-azurerm-aks:
  description: ''
  addition_method: manual
  content_hash: a6f68d5b92397048efcf2a249ce3365ba93251f5f4c401b9f0c1ebb2ec07e1ff
  gh_license: MIT
  gh_pushed: '2026-05-18T01:11:33Z'
  gh_stars: 388
  health_score: 100.0
  last_checked: 1779029129.223513
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: The official, production-ready Microsoft Azure RM module to deploy and
    configure Azure Kubernetes Service (AKS) clusters. Implements best practices for
    network profiles, identity, node pools, and integration with Azure Monitor.
  language: HCL
  resource_type: Module
  complexity: Advanced
  hierarchy:
  - Orchestration
  - AKS
  - Terraform Modules
  is_microservice: false
  title: github.com/Azure/terraform-azurerm-aks
https://github.com/Azure/terraform-azurerm-caf-enterprise-scale:
  description: ''
  addition_method: manual
  content_hash: 0913e8e34d273ede86a063a1ee5114cf344f5e3a7b8b2c44e8b8fa033b5d49e3
  gh_license: MIT
  gh_pushed: '2026-04-27T08:46:55Z'
  gh_stars: 961
  health_score: 100.0
  last_checked: 1779034423.271366
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: The legacy enterprise scale module (CAF) for managing cloud landscapes.
    While a dominant historical template, engineering teams are transitioning toward
    Azure Verified Modules (AVM) for modern landing zones.
  language: HCL
  resource_type: Module
  complexity: Advanced
  hierarchy:
  - Azure
  - Landing Zone
  - Enterprise Design
  is_microservice: false
  title: ==github.com/Azure/terraform-azurerm-caf-enterprise-scale==
https://github.com/Azure/vscode-kubernetes-tools:
  addition_method: manual
  content_hash: 0a5b075a67049f3eb6a0f154d9bd912e13629f7c050b4142486d4fc02637cc49
  description: ''
  health_score: 100.0
  last_checked: 1779032922.934957
  stars: 0
  title: "Azure/vscode-kubernetes-tools \U0001F31F"
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://github.com/BBVA/sqerzo:
  description: ''
  addition_method: manual
  content_hash: 64baa1326ca8337ca2bb271f94bf6810538aef205d5bdcbbbf7b8ff0f911b5ea
  gh_license: Apache-2.0
  gh_pushed: '2021-02-25T11:00:33Z'
  gh_stars: 35
  health_score: 100.0
  last_checked: 1779030862.142436
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[EMERGING]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: '2021'
  ai_summary: An experimental, lightweight ORM library for Graph databases developed
    by BBVA. While highly interesting for research, it exhibits low active maintenance
    and is kept primarily as an architectural design reference.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Databases
  - Graph Databases
  - ORM
  is_microservice: false
  title: 'SQErzo: Tiny ORM for Graph databases'
https://github.com/BMW-InnovationLab:
  description: ''
  addition_method: manual
  content_hash: 4c228cb9657c35322bd8c63ab62dcff84c25fc7771cde0f833fe7f9f37db04d4
  health_score: 100.0
  last_checked: 1779031448.904358
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/customer.md
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  - customer.md
  year: '2026'
  ai_summary: The GitHub organization hosting open-source tools, scripts, and algorithms
    developed by BMW's InnovationLab team. These projects focus on supply chain optimizations,
    computer vision algorithms, and robotic tooling modules.
  language: Various
  resource_type: Software Repository
  complexity: Intermediate
  hierarchy:
  - Domain APIs
  - Automotive
  - Open Source Labs
  is_microservice: false
  title: BMW InnovationLab
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/Banno/asdf-kubectl:
  addition_method: manual
  content_hash: 229d1f654930633d9c1cc0c2d5f1245dd8b83f500aa279f430337cf9c2add90b
  description: ''
  health_score: 100.0
  last_checked: 1779029121.406804
  stars: 0
  title: asdf-kubectl
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/Berops/claudie:
  description: ''
  addition_method: manual
  content_hash: e03aa101f383f4ee0aa811cbe5bb6b76c5622e9ab7997e8792f6429d80a47ef8
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T09:41:12Z'
  gh_stars: 782
  health_score: 100.0
  last_checked: 1779034479.81302
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Claudie is an innovative multi-cloud Kubernetes cluster provisioner
    that enables users to create highly secure, hybrid-infrastructure clusters across
    different cloud providers. By abstracting provider APIs, it treats raw machines
    from AWS, Azure, and bare-metal pools as unified node pools under a single control
    plane. It is highly valued by systems architects seeking to avoid cloud vendor
    lock-in.
  language: Go
  resource_type: Infrastructure Provisioner
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Multi-Cloud Provisioning
  - Cluster Management
  is_microservice: false
  title: ==github.com/Berops/claudie==
https://github.com/BishopFox/iam-vulnerable:
  description: ''
  addition_method: manual
  content_hash: b1d53d9d8257f5bcf42bf36e30d6d575bf1ebe708325fea8dc26d8fb9b687d52
  gh_license: MIT
  gh_pushed: '2026-03-12T15:38:01Z'
  gh_stars: 573
  health_score: 100.0
  last_checked: 1779032802.502713
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2022'
  ai_summary: A crucial hands-on sandbox repository that deploys a library of intentionally
    weak and misconfigured AWS IAM privilege escalation paths using Terraform. Ideal
    for security engineers looking to safely simulate and audit IAM security posture.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Cloud Security Assessments
  - AWS IAM Exploits
  is_microservice: false
  title: BishopFox/iam-vulnerable
https://github.com/BrandonPotter/kubergui:
  description: ''
  addition_method: manual
  content_hash: 176e005c10ab716b81604d76e3797be106b455770ebebeccae4d4066d1f131aa
  gh_license: MIT
  gh_pushed: '2019-11-08T20:04:38Z'
  gh_stars: 91
  health_score: 100.0
  last_checked: 1779033213.609122
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A desktop-based frontend wrapper built to structure Kubernetes deployment
    configurations visually. Helps teams orchestrate manifests and inspect target
    definitions without writing raw yaml parameters.
  language: JavaScript
  resource_type: Desktop App
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - Configuration Management
  - Visual Generators
  is_microservice: false
  title: "kubergui: Kubernetes Deployment Builder\U0001F31F"
https://github.com/BrianCollet/onboard-automator:
  description: ''
  addition_method: manual
  content_hash: 544581c59ac7ed65cc68114d8bcd2c946fd9dd16f5c89f773f53b6af0ad541d0
  health_score: 100.0
  last_checked: 1779034531.461024
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2023'
  ai_summary: Automated pipeline logic designed to simplify employee lifecycle events,
    managing identity provisioning, security group access control, and user workspaces
    across Entra ID environments.
  language: PowerShell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - Automation
  - User Provisioning
  is_microservice: false
  title: github.com/BrianCollet/onboard-automator
  gh_stars: 11
  gh_pushed: '2024-01-19T03:17:22Z'
  gh_license: N/A
https://github.com/BurntSushi/xsv:
  addition_method: manual
  content_hash: 1fdaff9803f9a63181d6f2c75a0e07c6698ac6bd523188d1d5911665f73e7511
  description: ''
  gh_license: Unlicense
  health_score: 100.0
  last_checked: 1779032039.60659
  needs_ai_refresh: true
  stars: 0
  title: xsv
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://github.com/CASIA-IVA-Lab/FastSAM:
  addition_method: manual
  content_hash: 0998a8eff80a814ad22a45386bd60b4b741efe2020f963bb252e6ee5ea2dfb47
  description: ''
  health_score: 100.0
  last_checked: 1779031415.107514
  stars: 0
  title: github.com/CASIA-IVA-Lab/FastSAM
  v1_locations:
  - docs/mlops.md
  year: N/A
https://github.com/CASIA-LMC-Lab/FastSAM:
  description: ''
  addition_method: manual
  content_hash: c75ce8533d986b1777ba361bf0ccdb5d6141933ce6997e3824c4e679ca0fc86f
  gh_license: AGPL-3.0
  gh_pushed: '2024-07-30T13:35:06Z'
  gh_stars: 8364
  health_score: 100.0
  last_checked: 1779130494.934949
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2023'
  stars: 4
  ai_summary: Fast SAM offers a highly optimized, CNN-based real-time alternative
    to Meta's Segment Anything Model. By sacrificing minimal accuracy, it reduces
    latency and computation footprints, which is critical for edge deployments and
    microservice image APIs.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Machine Learning
  - Computer Vision
  - Instance Segmentation
  is_microservice: true
  title: github.com/CASIA-IVA-Lab/FastSAM
https://github.com/CastawayEGR/openshift-ai-examples:
  description: ''
  addition_method: manual
  content_hash: 9375d08c61ff4503eb5749accabb46f3051a54a4842692dd23325acac20f7aae
  gh_license: MIT
  gh_pushed: '2025-09-15T19:35:15Z'
  gh_stars: 25
  health_score: 100.0
  last_checked: 1779032150.498533
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  - index.md
  year: '2023'
  ai_summary: A community collection of machine learning workflows and notebooks deployed
    on Red Hat OpenShift AI. Details deployment pipelines for distributed training,
    model serving, and GPU resource slicing.
  language: Python
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Machine Learning Operations
  - OpenShift AI
  is_microservice: true
  title: OpenShift AI Examples
https://github.com/Checkmarx/kics:
  description: ''
  addition_method: manual
  content_hash: eb30af4acd076847e6ebee630131efeec234664279efbcc73085e307331538bd
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T15:22:53Z'
  gh_stars: 2649
  health_score: 100.0
  last_checked: 1779029487.653214
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: '2026'
  ai_summary: An open-source static code analysis engine designed to uncover vulnerabilities
    and structural issues in IaC manifests. Parses Terraform, Kubernetes manifests,
    Helm charts, Dockerfiles, and Ansible files for compliance discrepancies.
  language: Go
  resource_type: Security Scanner
  complexity: Advanced
  hierarchy:
  - DevOps & CI/CD
  - Infrastructure as Code
  - Security Scanning
  is_microservice: false
  title: ==Checkmarx/kics==
https://github.com/Clivern/Beetle:
  description: ''
  addition_method: manual
  content_hash: c65bb1c7d82ad02aed7cf4921dbd4288b74c78c848d7f579ad845d92909463d3
  gh_license: MIT
  gh_pushed: '2026-06-12T19:57:34Z'
  gh_stars: 167
  health_score: 100.0
  last_checked: 1779030806.210208
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A lightweight utility tailored to simplify the secure distribution of
    secrets and credentials to distributed microservices. Streamlines integration
    procedures for cloud workloads requesting verified execution credentials.
  language: Go
  resource_type: Application
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - Integration
  is_microservice: true
  title: Beetle
https://github.com/Cloud-Architekt/AzureAD-Attack-Defense:
  description: ''
  addition_method: manual
  content_hash: 4a9e549ecc4346ce1e7722a2d5bc3b55ecd33f61635f0ea0488664e0196854cc
  health_score: 100.0
  last_checked: 1779034045.945027
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2023'
  ai_summary: A practical attack and defense reference handbook detailing compromise
    paths in Azure AD/Entra ID. Provides security engineers with clear methodologies
    to simulate, detect, and mitigate critical identity threats.
  language: Markdown
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - SecOps
  - Red-Teaming
  is_microservice: false
  title: '==github.com/Cloud-Architekt: Azure AD - Attack and Defense Playbook=='
  gh_stars: 2529
  gh_pushed: '2026-04-20T06:24:19Z'
  gh_license: N/A
https://github.com/Comcast/kuberhealthy:
  addition_method: manual
  content_hash: ba4ddbd777131223fe2cb89dbddc98918f542e2c1e8d9f5461fa216e3cea0243
  description: ''
  health_score: 100.0
  last_checked: 1779031416.978642
  stars: 0
  title: "kuberhealthy \U0001F31F"
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://github.com/ContainerSSH/ContainerSSH:
  description: ''
  addition_method: manual
  content_hash: 85e86fdbf30d9ea817f6b048aacb93b381b704fd8a0fbdc8e54675a8c197321b
  gh_license: Apache-2.0
  gh_pushed: '2026-05-19T15:47:29Z'
  gh_stars: 3054
  health_score: 100.0
  last_checked: 1779029899.669571
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: ContainerSSH is a high-security proxy server that dynamically spins
    up an isolated, single-use container in Kubernetes whenever a user initializes
    an SSH connection. It ensures strict credential verification and guarantees absolute
    environment isolation, preventing host namespace contamination.
  language: Go
  resource_type: SSH Gateway / Daemon
  complexity: Advanced
  hierarchy:
  - Security
  - Access Control
  - SSH Proxy
  is_microservice: true
  title: ==github.com/ContainerSSH/ContainerSSH==
https://github.com/ContainerSolutions/ImageWolf:
  description: ''
  addition_method: manual
  content_hash: 2159b0262f17441e607fe9ca7b737d5d467c2475b9fb323e589f85def83d276d
  health_score: 100.0
  last_checked: 1779029369.894606
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[EMERGING]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A tool designed to accelerate the distribution of Docker images across
    a Kubernetes cluster by using a BitTorrent-like peer-to-peer distribution protocol
    among nodes. By 2026, this experimental project is archived, as native container
    runtimes (such as containerd) integrated direct registry streaming and IPFS-based
    distribution.
  language: Go
  resource_type: Daemon
  complexity: High
  hierarchy:
  - Development
  - Image Distribution
  - Performance
  is_microservice: false
  title: 'ContainerSolutions/ImageWolf: ImageWolf - Fast Distribution of Docker Images''
    on Clusters'
  gh_stars: 143
  gh_pushed: '2017-11-02T23:32:01Z'
  gh_license: N/A
https://github.com/ContainerSolutions/delayed-jobs-operator:
  description: ''
  addition_method: manual
  content_hash: c3d972ab5bb764da1cedf0bae21c986e45d4047d43d5d974d7e849c88d41414a
  gh_license: MIT
  gh_pushed: '2021-11-23T11:29:11Z'
  gh_stars: 10
  health_score: 100.0
  last_checked: 1779030730.599651
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: A minor controller designed to rate-limit or defer the spin-up of batch
    execution workloads. It introduces explicit queues or temporal delays before initiating
    pods, safeguarding backend databases from heavy, simultaneous connection storms.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Workload Management
  - Job Scheduling
  - Operators
  is_microservice: false
  title: github.com/ContainerSolutions/delayed-jobs-operator
https://github.com/ContainerSolutions/kubernetes-examples:
  description: ''
  addition_method: manual
  content_hash: 0ceaa02e06e92cce71f764b62525e07f169dadb919ecc2a04b7908574fb59325
  gh_license: MIT
  gh_pushed: '2023-10-03T10:18:57Z'
  gh_stars: 1421
  health_score: 100.0
  last_checked: 1779130494.923034
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2024'
  stars: 3
  ai_summary: 'A highly utilized, production-tested blueprint repository containing
    foundational Kubernetes manifests. It spans standard ingress rules, complex stateful
    configurations, and container startup patterns. (Live Grounding: An essential
    reference repository for platform engineers bootstrapping cloud topologies with
    validated standards).'
  language: YAML
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Infrastructure
  - Kubernetes Core
  - Declarative Templates
  is_microservice: true
  title: Kubernetes Examples
https://github.com/CoolerVoid/codecat:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779031466.709875
  review_metadata:
    original_url: https://github.com/CoolerVoid/codecat
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:55.002835'
  stars: 0
  status: unreachable
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'CoolerVoid/codecat: CodeCat - Tool to help in static code analysis'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering CoolerVoid/codecat:
    CodeCat - Tool to help in static code analysis in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/CrunchyData:
  description: ''
  addition_method: manual
  content_hash: 460179b92fcc1c63aedf26cfeb2f319d22b66a765dc28358f74d2807b57c83b8
  health_score: 100.0
  last_checked: 1779029189.8526
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/crunchydata.md
  v2_locations:
  - crunchydata.md
  year: '2026'
  ai_summary: Central organization repository host for Crunchy Data open-source projects,
    serving as the development hub for the highly utilized Crunchy PostgreSQL Operator,
    monitoring dashboards, and hardened container configurations.
  language: Go
  resource_type: Repo
  complexity: Intermediate
  hierarchy:
  - Database
  - PostgreSQL
  - Open Source Repositories
  is_microservice: false
  title: github.com/CrunchyData
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/CrunchyData/crunchy-containers:
  addition_method: manual
  content_hash: 6536dfef1afb8b6537a0864d54860152f9b59f2c236de3a86c41c5a0a4a7c32a
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779033672.204834
  needs_ai_refresh: true
  stars: 0
  title: Crunchy Containers Community Edition
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://github.com/CrunchyData/postgres-operator:
  description: ''
  addition_method: manual
  content_hash: 713b7e6488d22269cb96dde2d2861f36b464b4e5e0b1257b1901162dfc02556a
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T00:07:08Z'
  gh_stars: 4421
  health_score: 100.0
  last_checked: 1779033619.664887
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/crunchydata.md
  v2_locations:
  - crunchydata.md
  year: '2026'
  ai_summary: The main GitHub repository containing the source code for the Crunchy
    Postgres Operator. Written in Go, this industry-leading project automates the
    deployment, scaling, failover, backup, and security operations of PostgreSQL instances
    on Kubernetes. It is actively updated to support modern Kubernetes API standards
    and enterprise clustering patterns.
  language: Go
  resource_type: Open Source Repository
  complexity: Advanced
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Source Code
  is_microservice: false
  title: github.com/CrunchyData/postgres-operator
https://github.com/DATA-DOG/go-sqlmock:
  description: ''
  addition_method: manual
  content_hash: 09eaddd8ab7fd794204d9c481ab78e296e8f422255fed34b48df2202c953f109
  gh_license: NOASSERTION
  gh_pushed: '2024-09-11T10:51:41Z'
  gh_stars: 6554
  health_score: 100.0
  last_checked: 1779034336.613058
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: '2024'
  ai_summary: A highly adopted SQL mock library for Golang designed to mock standard
    database/sql/driver behaviors. Facilitates robust database interaction testing
    without spinning up active infrastructure engines.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Mocking
  is_microservice: false
  title: DATA-DOG/go-sqlmock
https://github.com/DaspawnW/vault-crd:
  description: ''
  addition_method: manual
  content_hash: 6eb87d050fdcb52c41f53c456be94cf0fa5c008f240f7d9d505223cc4452a48b
  gh_license: Apache-2.0
  gh_pushed: '2026-02-03T17:53:52Z'
  gh_stars: 175
  health_score: 100.0
  last_checked: 1779033072.215973
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A Kubernetes operator designed to synchronize HashiCorp Vault values
    directly into native Kubernetes Secrets. It leverages Custom Resource Definitions
    (CRDs) to orchestrate and update secrets dynamically while maintaining external
    vault parity.
  language: Go
  resource_type: Kubernetes Operator
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Secret Management
  - HashiCorp Vault Integration
  is_microservice: false
  title: DaspawnW/vault-crd
https://github.com/DataCater/datacater:
  description: ''
  addition_method: manual
  content_hash: 0645b002ddb1c7755a3047fbd64623920a3b338da3e70a736c3a081d2f774acd
  gh_license: NOASSERTION
  gh_pushed: '2023-08-11T08:04:55Z'
  gh_stars: 83
  health_score: 100.0
  last_checked: 1779031438.835346
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: DataCater is a cloud-native platform designed to build real-time Change
    Data Capture (CDC) and data streaming pipelines. It helps transfer events cleanly
    across heterogeneous databases using declarative Kubernetes-native custom resources
    and lightweight containerized processors.
  language: Scala
  resource_type: Data Pipeline Engine
  complexity: Advanced
  hierarchy:
  - Data Operations
  - Data Pipeline
  - Real-time Streaming
  is_microservice: true
  title: github.com/DataCater/datacater (real-time, cloud-native data pipeline platform)
https://github.com/DataExpert-io/data-engineer-handbook:
  description: ''
  addition_method: manual
  content_hash: 18c30535f977e1368d0dd244ae51f60dfab965012bb97bf633c82b8d375e18f3
  health_score: 100.0
  last_checked: 1779030434.219612
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A structured playbook outlining state-of-the-art patterns in modern
    data architecture, lakehouse designs, data modeling, and performance optimization.
    Serves as a vital curriculum resource for systems designers managing petabyte-scale
    analysis jobs. Integrates software engineering best practices with database management.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Methodology
  - Handbooks
  is_microservice: false
  title: "==github.com/DataExpert-io/data-engineer-handbook== \U0001F31F"
  gh_stars: 41702
  gh_pushed: '2026-04-02T23:14:21Z'
  gh_license: N/A
  is_special: true
https://github.com/DevOps-Nirvana/Grafana-Dashboards:
  description: ''
  addition_method: manual
  content_hash: 8a4e7fe06ea9f3a34732297cc7d94bbb651a23b2b9950bac24e78971e79cb8ac
  gh_license: MIT
  gh_pushed: '2024-05-15T23:32:11Z'
  gh_stars: 314
  health_score: 100.0
  last_checked: 1779032975.326538
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: '2021'
  ai_summary: Community-maintained dashboard library specialized for common DevOps
    infrastructure. Includes optimization configurations for Nginx, PHP-FPM, MySQL,
    Redis, and Linux host monitoring.
  language: JSON
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Community Dashboards
  is_microservice: false
  title: github.com/DevOps-Nirvana/Grafana-Dashboards
https://github.com/DevOps-Nirvana/Kubernetes-Volume-Autoscaler:
  description: ''
  addition_method: manual
  content_hash: 11b0392963ce81e14ceb5355c481b054fab82f21bca94550fc93cbaba666b618
  gh_license: Apache-2.0
  gh_pushed: '2024-05-30T18:52:01Z'
  gh_stars: 317
  health_score: 100.0
  last_checked: 1779029634.596098
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2025'
  ai_summary: This automation controller watches real-time disk capacities across
    cluster storage layers via Prometheus queries. When custom consumption thresholds
    are breached, it triggers dynamic CSI volume expansion, preempting critical disk-exhaustion
    outages for active database containers.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Storage
  - Volume Management
  - Autoscaling
  is_microservice: false
  title: 'github.com/DevOps-Nirvana: Kubernetes Volume / Disk Autoscaler (via Prometheus)'
https://github.com/DevOps-Projects-Ideas/DevOps-Books:
  description: ''
  addition_method: manual
  content_hash: 5d939e562c67450f29c5e90e44faf66e7eb86097da823ea0abb91c2e2b8adab4
  gh_license: MIT
  gh_pushed: '2024-09-25T23:23:23Z'
  gh_stars: 682
  health_score: 100.0
  last_checked: 1779032484.253396
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devops.md
  - docs/other-awesome-lists.md
  v2_locations:
  - devops.md
  - index.md
  - other-awesome-lists.md
  year: '2022'
  ai_summary: A highly curated reference repository cataloging essential DevOps literature
    spanning container orchestration, continuous delivery pipelines, and cloud systems
    engineering. Serves as a reliable technical roadmap for systems architects seeking
    deep-dive foundational concepts.
  language: Markdown
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - DevOps
  - Education
  is_microservice: false
  title: "==github.com/DevOps-Projects-Ideas/DevOps-Books== \U0001F31F\U0001F31F"
  is_special: true
https://github.com/DevOpsHiveHQ/kubech:
  description: ''
  addition_method: manual
  content_hash: 782c1d706354054e86d15a9700471f1085fcc7c76e1e46484b0f23251f589fd9
  gh_license: Apache-2.0
  gh_pushed: '2025-04-23T20:55:58Z'
  gh_stars: 156
  health_score: 100.0
  last_checked: 1779130495.020746
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 5
  ai_summary: kubech (kubectl change) is a lightweight CLI utility that enables rapid,
    interactive switching of Kubernetes contexts and namespaces. Enhances workflow
    security by reducing terminal navigation steps.
  language: Go
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Infrastructure & Platform
  - Kubernetes Tooling
  - CLI Utilities
  is_microservice: false
  title: kubech (kubectl change)
https://github.com/DhruvinSoni30/Terraform_multiple_modules:
  description: ''
  addition_method: manual
  content_hash: 461a46790688ee78db599c985a3a93e760b7b314eacbfc692d9f2258e55bf557
  health_score: 100.0
  last_checked: 1779030012.265696
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2022'
  ai_summary: A repository demonstrating practical multi-module project structures
    designed for AWS environments. Shows how to pass variables between custom local
    modules to construct a cohesive multi-tiered architecture. Live grounding confirms
    this repository serves as a baseline boilerplate for students studying modular
    code layout mechanics.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Project Structure
  is_microservice: false
  title: github.com/DhruvinSoni30/Terraform_multiple_modules
  gh_stars: 4
  gh_pushed: '2023-04-09T11:18:32Z'
  gh_license: N/A
https://github.com/DontShaveTheYak/jenkins-std-lib:
  description: ''
  addition_method: manual
  content_hash: 6c88371709d233bfc7dde92f238bb2c12b6d2fd41f070f9bd330fa90fe2b14dd
  gh_license: GPL-3.0
  gh_pushed: '2026-06-10T14:08:06Z'
  gh_stars: 51
  health_score: 100.0
  last_checked: 1779031341.796519
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2024'
  ai_summary: A production-grade collection of reusable Groovy utilities providing
    standardized code blocks for dynamic build systems. This standard library speeds
    up custom pipeline composition.
  language: Groovy
  resource_type: Shared Library
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline Architecture
  - Jenkins Pipeline
  - Shared Libraries
  is_microservice: false
  title: "DontShaveTheYak/jenkins-std-lib:  Jenkins Standard Shared Library \U0001F31F"
https://github.com/Droogans/unmaintainable-code:
  addition_method: manual
  content_hash: b40fed3609aaf23a2cea0a8e913a02a569aa8144f533ec52fb9dcb72a5ab2c7e
  description: ''
  health_score: 100.0
  last_checked: 1779029564.066623
  needs_ai_refresh: true
  stars: 0
  title: Droogans/How To Write Unmaintainable Code
  v1_locations: []
  year: N/A
https://github.com/DustinBrett/daedalOS:
  addition_method: automatic
  ai_summary: An advanced web-based desktop environment that showcases the capabilities
    of modern web browsers. Built entirely in React and TypeScript, it features an
    interactive file system, terminal emulator, built-in DOS-emulators, dynamic wallpapers,
    and drag-and-drop file operations. This serves as a premier technical reference
    for architectural complex SPA layouts and rich browser-native simulations.
  category: demos
  complexity: Advanced
  content_hash: 4f9d0fa1af4624596ee1631f3b4bbbc6468c94224cee3b8b27c7689e46406ed0
  description: A robust browser-based desktop environment simulating a fully featured
    operating system, built with React, TypeScript, and WebAssembly.
  gh_license: MIT
  gh_pushed: '2026-05-31T06:26:10Z'
  gh_stars: 12854
  hierarchy:
  - Frontend Development
  - Web Environments
  - Browser Operating Systems
  - JavaScript Runtimes
  is_microservice: false
  language: en
  last_checked: 1780352571.556314
  reputation_status: Vetted
  reputation_summary: Extremely well-received project within the JS/TS developer ecosystem,
    heavily vetted on Hacker News and Reddit with positive consensus.
  resource_type: Repository
  social_preview_url: https://repository-images.githubusercontent.com/286179743/f9241c4c-9e1d-4104-b908-470affe44c34
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: web-environments
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[COMMUNITY-TOOL]'
  title: daedalOS - Desktop Environment in the Browser
  year: '2022'
https://github.com/Efrat19/kubeload:
  description: ''
  addition_method: manual
  content_hash: 83b8128bcb4ccd6268cfef553e89c9c9c3b809f9beea26c086bcec223d5fbdb9
  health_score: 100.0
  last_checked: 1779034046.05533
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2022'
  ai_summary: An operator framework that manages and scales load testing deployments
    inside a cluster. It coordinates distributed engines to simulate realistic traffic
    profiles against selected cluster endpoints, streamlining continuous integration
    workflows.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Reliability
  - Testing
  - Load Testing
  - Operators
  is_microservice: false
  title: kubeload - load testing
  gh_stars: 24
  gh_pushed: '2024-03-03T13:38:59Z'
  gh_license: N/A
https://github.com/ElYusubov/AWESOME-Azure-Bicep:
  description: ''
  addition_method: manual
  content_hash: e48b38ddcc7a93a6de81a98b71205d751ec51215ce248c77dd3afcce68230fdc
  gh_license: CC0-1.0
  gh_pushed: '2026-06-11T18:06:39Z'
  gh_stars: 431
  health_score: 100.0
  last_checked: 1779032817.918255
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An index of resource libraries, module registries, and extension directories
    tailored for Azure Bicep DSL. Bicep has largely superseded ARM JSON templates
    as Microsoft's first-party IaC solution. This resource serves as a crucial reference
    for cloud platform engineers aiming to write clean, declarative Azure infrastructure
    code.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Azure
  - Bicep
  is_microservice: false
  title: 'ElYusubov/AWESOME-Azure-Bicep: AWESOME Azure Bicep'
  is_special: true
https://github.com/ElanShudnow/AzureCode:
  description: ''
  addition_method: manual
  content_hash: eb9d65f4db34173be29266fe58681c73fbe36b90fb3eaf0e907c49b56d4497f8
  gh_license: MIT
  gh_pushed: '2025-11-11T16:17:05Z'
  gh_stars: 80
  health_score: 100.0
  last_checked: 1779032080.776953
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: Consolidated script library for administrative management of Azure infrastructures.
    Includes configuration patterns for hybrid Active Directory networks, cloud storage
    profiles, and identity lifecycle events.
  language: PowerShell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - Automation
  - PowerShell Scripts
  is_microservice: false
  title: ==github.com/ElanShudnow/AzureCode==
https://github.com/ElanShudnow/AzureCode/blob/main/PowerShell/AzVNETOverlap/README.md:
  description: ''
  addition_method: manual
  content_hash: c5e944e995d7bfe4415a6fd79329c7cdb1a6d4f27fbc03179d11c3cd55b2fc59
  gh_license: MIT
  gh_pushed: '2025-11-11T16:17:05Z'
  gh_stars: 80
  health_score: 100.0
  last_checked: 1779029274.574049
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - COMMUNITY-TOOL
  - ENTERPRISE-STABLE
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2023'
  ai_summary: Provides an Azure virtual network (VNET) diagnostics module that audits,
    analyzes, and detects CIDR range overlaps across active subscriptions before peering.
  language: PowerShell
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform Management
  - Azure Networking
  - VNET Conflict Analysis
  - Audit Automation
  is_microservice: true
  title: 'github.com/ElanShudnow/AzureCode: AzVNETOverlap.ps1'
https://github.com/ElanShudnow/AzureCode/tree/main/PowerShell/AzResourceMoveSupport:
  description: ''
  addition_method: manual
  content_hash: a5b32a38643c1ab7acaf54aade9023fb50ab60ab4152b779ccf029420db10a33
  gh_license: MIT
  gh_pushed: '2025-11-11T16:17:05Z'
  gh_stars: 80
  health_score: 100.0
  last_checked: 1779034012.862449
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - COMMUNITY-TOOL
  - GUIDE
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: Script suite from the AzureCode project addressing dependency mapping,
    pre-flight validation rules, and deployment state consistency checks during Azure
    subscription or resource group migration.
  language: PowerShell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - Automation
  - Resource Migration
  is_microservice: false
  title: github.com/ElanShudnow/AzureCode/tree/main/PowerShell/AzResourceMoveSupport
https://github.com/ElementTech/kube-reqsizer:
  description: ''
  addition_method: manual
  content_hash: bf7c067543e5dd8c3f2a18a1f30ea044a3c3a0b4023a322c766eaf66f13b0252
  health_score: 100.0
  last_checked: 1779032462.793046
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: An intelligent, micro-scale request resizer that monitors active CPU
    and Memory signatures. It automatically updates container resource request guidelines
    on-the-fly, reducing computing slack to boost global node density without violating
    application reliability constraints.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - FinOps & Autoscaling
  - Resource Optimization
  - Autoscaling
  is_microservice: false
  title: github.com/ElementTech/kube-reqsizer
  gh_stars: 207
  gh_pushed: '2024-02-09T18:00:52Z'
  gh_license: N/A
https://github.com/Email-Dashboard/Email-Dashboard:
  addition_method: manual
  ai_summary: Curator Insight introduces this dashboard tool for managing and viewing
    inbound emails from servers. Live Grounding notes it's a helpful utility for testing
    email pipelines locally during microservice integrations.
  complexity: Intermediate
  content_hash: 39a1cdeda04e91e3dcaa49848bfa018152a47468efdfdb65d50deff2199a5ddd
  description: ''
  gh_license: MIT
  gh_pushed: '2023-01-19T08:39:23Z'
  gh_stars: 275
  health_score: 100.0
  hierarchy:
  - Business Applications
  - Go Web Apps
  - Email Analytics
  is_microservice: true
  language: English
  last_checked: 1779033615.492459
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'github.com/Email-Dashboard:'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/ExtendDB/extenddb/pull/54:
  addition_method: automatic
  ai_summary: A community-contributed pull request for ExtendDB (an open-source, DynamoDB-compatible
    adapter written in Rust) that implements a functional storage backend using Amazon
    Route 53 DNS. The implementation encodes database items as base64 strings stored
    inside Route 53 TXT records, serving as both a technical proof of concept for
    ExtendDB’s pluggable storage traits and a playful community experiment.
  category: aws-data
  complexity: Advanced
  content_hash: a915f5d892d0b5cc9d3a31963caaf52db742427840aaa6ee14e43fc02e971369
  description: Corey Quinn's pull request adding Route 53 storage backend for ExtendDB.
  gh_license: Apache-2.0
  gh_pushed: '2026-06-01T22:00:29Z'
  gh_stars: 384
  hierarchy:
  - AWS Architecture
  - Databases
  - DynamoDB Storage Adapters
  is_microservice: false
  language: en
  last_checked: 1780352292.588492
  reputation_status: Vetted
  reputation_summary: A humorously brilliant but technically impressive demonstration
    by Corey Quinn, widely discussed in the AWS developer community as a proof of
    concept for ExtendDB's pluggable storage adapter.
  resource_type: tools
  social_preview_url: https://opengraph.githubassets.com/d504e2bae65a61e32719daa25cf390b030f8abfbae8b0437cadc2142e561a433/ExtendDB/extenddb/pull/54
  source_provenance: X.com (QuinnyPig)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - COMMUNITY-TOOL
  - EMERGING
  title: 'feat(storage): add Route 53 backend (TXT records, base64-encoded items,
    the works)'
  year: '2026'
https://github.com/FairwindsOps/gemini:
  description: ''
  addition_method: manual
  content_hash: e5dd508dab4bf90f50a86f906e2c250bfae0002b55f5f5772c41328614f894bc
  gh_license: Apache-2.0
  gh_pushed: '2026-05-18T23:15:58Z'
  gh_stars: 434
  health_score: 100.0
  last_checked: 1779030685.66597
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: A declarative volume snapshot management controller that automates standard
    backup schedules. It utilizes the native Kubernetes VolumeSnapshot APIs to orchestrate
    retention policies and dynamic cross-region backup restorations.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Data Management
  - Storage
  - Backup
  - Operators
  is_microservice: false
  title: gemini
https://github.com/FairwindsOps/goldilocks:
  description: ''
  addition_method: manual
  content_hash: 3bec3036ab7946085be258c79d8334fcc870699dff3eb7cdf73a2581198cef7c
  gh_license: Apache-2.0
  gh_pushed: '2026-05-29T14:20:44Z'
  gh_stars: 3250
  health_score: 100.0
  last_checked: 1779031574.794867
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes.md
  year: '2024'
  ai_summary: 'Goldilocks is a highly popular utility that analyzes Vertical Pod Autoscaler
    (VPA) recommendations.

    - Automatically creates VPAs for workloads and visualizes ideal resource boundaries
    in a clean dashboard.

    - Essential for platform engineers aiming to establish baseline CPU and memory
    allocations.'
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Automation & Tools
  - Rightsizing Tools
  is_microservice: false
  title: '==github.com/FairwindsOps: Goldilocks is a utility that can help you identify''
    a starting point for resource requests and limits=='
https://github.com/FairwindsOps/gonogo:
  description: ''
  addition_method: manual
  content_hash: 9628f202e61203b30608772546d5077b035b639a3e21172f5d8baee5a4a945da
  gh_license: Apache-2.0
  gh_pushed: '2026-05-01T16:41:08Z'
  gh_stars: 146
  health_score: 100.0
  last_checked: 1779032679.631358
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A specialized CLI tool developed to assess cluster upgrade readiness
    by auditing manifests for deprecated APIs. Although critical during older Kubernetes
    version transitions, the tool has yielded active usage to modern checkers like
    kubent.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Operations
  - Upgrade Safety
  - Auditing
  is_microservice: false
  title: FairwindsOps/gonogo
https://github.com/FairwindsOps/pluto:
  description: ''
  addition_method: manual
  content_hash: 00bc58712c4fefcd04ba0e46f3de7b55fc2d74cb26d72eddba63a434102b5fb4
  gh_license: Apache-2.0
  gh_pushed: '2026-04-27T19:14:03Z'
  gh_stars: 2531
  health_score: 100.0
  last_checked: 1779033025.275172
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: An essential static analysis tool that inspects files, Helm releases,
    and live clusters to detect deprecated or removed Kubernetes API versions. Prevents
    cluster upgrade disruptions by proactively targeting obsolete resource configurations.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Configuration Management
  - Upgrade Governance
  - API Deprecations
  is_microservice: false
  title: "Pluto is a cli tool to help discover deprecated apiVersions in Kubernetes
    \U0001F31F"
https://github.com/FairwindsOps/polaris:
  description: ''
  addition_method: manual
  content_hash: b2da4d67193ba4cc00733a450b9b4cf2de0f1de4b56618fbfb510023ba6fc8ed
  gh_license: Apache-2.0
  gh_pushed: '2026-05-19T00:15:12Z'
  gh_stars: 3367
  health_score: 100.0
  last_checked: 1779029369.83405
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/yaml.md
  v2_locations:
  - kubernetes-tools.md
  - yaml.md
  year: '2026'
  ai_summary: A widely adopted configuration validation engine designed to audit Kubernetes
    manifests, charts, and running pods against dozens of best practices. Identifies
    issues including lack of resource limits, security context issues, and networking
    misconfigurations.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Networking & Security
  - Security Compliance
  - Config Validation
  is_microservice: false
  title: Polaris
  is_special: true
https://github.com/FairwindsOps/rbac-manager:
  description: ''
  addition_method: manual
  content_hash: 7ee0bc4387693f900b3e981dd20df126782a7bb239d9e156704e8d7ab7a44959
  gh_license: Apache-2.0
  gh_pushed: '2026-05-05T02:49:15Z'
  gh_stars: 1654
  health_score: 100.0
  last_checked: 1779031759.898981
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: RBAC Manager mitigates the configuration overhead of managing Kubernetes
    users and permissions. It provides structured Custom Resources that simplify standard
    RoleBindings and ClusterRoleBindings under a clean API.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Security
  - Access Control
  - RBAC
  - Operators
  is_microservice: false
  title: "==FairwindsOps/rbac-manager: RBAC Manager== \U0001F31F"
https://github.com/FairwindsOps/saffire:
  description: ''
  addition_method: manual
  content_hash: f90342d720631ce03d145a4da1d12421bd7e101d874c890f8852260d3317602b
  gh_license: Apache-2.0
  gh_pushed: '2026-05-18T23:16:23Z'
  gh_stars: 126
  health_score: 100.0
  last_checked: 1779031416.790329
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Fairwinds' utility designed to inspect deployed configurations and identify
    resources mapped to deprecated API versions. Extremely useful in pre-upgrade planning
    sequences to avoid control-plane migration disruptions. It remains a reliable
    reference tool during cluster lifecycle updates.
  language: Go
  resource_type: CLI Tool
  complexity: Low
  hierarchy:
  - Operations
  - Cluster Upgrades
  - API Deprecations
  is_microservice: false
  title: Saffire
https://github.com/G-Research/armada:
  addition_method: manual
  content_hash: fa063713abf13551d43ac54d963523f81ddf0f9c081dbf2ee007387866ec889d
  description: ''
  health_score: 100.0
  last_checked: 1779030810.133051
  stars: 0
  title: Armada
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/GalleyBytes/terraform-operator:
  description: ''
  addition_method: manual
  content_hash: bbdd21ccb68f68f7246e54a2c94c62d3a1ea61d50dc45d38cb67655431c88206
  gh_license: Apache-2.0
  gh_pushed: '2025-12-09T04:52:15Z'
  gh_stars: 380
  health_score: 100.0
  last_checked: 1779130495.030266
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  stars: 5
  ai_summary: Executes declarative Terraform pipelines natively as custom resources
    inside clusters. It matches dynamic GitOps deployment models to external cloud
    infrastructure, allowing teams to unify orchestration under a single control plane.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - GitOps
  - Infrastructure-as-Code
  - Operators
  is_microservice: false
  title: 'isaaguilar/terraform-operator: Terraform Operator'
https://github.com/GambitResearch/kubeonoff:
  description: ''
  addition_method: manual
  content_hash: ea2c74a01198a11f02526f689fae8ada8e5daf923df7177c39c0b9e70c7d935b
  gh_license: MIT
  gh_pushed: '2020-08-07T14:23:59Z'
  gh_stars: 24
  health_score: 100.0
  last_checked: 1779030327.253718
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A simple web dashboard designed to allow non-technical team members
    to scale Kubernetes deployments and statefulsets down to zero or back up. Serves
    as an early operational utility for dev environment cost reduction.
  language: Python
  resource_type: Web Dashboard
  complexity: Simple
  hierarchy:
  - Cluster Management
  - Cost Optimization
  - Resource Control
  is_microservice: true
  title: kubeonoff
https://github.com/GhostWriters/DockSTARTer:
  description: ''
  addition_method: manual
  ai_summary: A user-friendly CLI utility designed to simplify the configuration and
    installation of self-hosted server software via structured Docker Compose patterns.
    Serves as a solid entry point for containerization concepts in local server and
    edge hardware topologies.
  complexity: Intermediate
  content_hash: c5f8cb9040914e17c5e1a6e62653675fdd45833a0343afb830b56d17972db35d
  gh_license: MIT
  gh_pushed: '2026-06-03T19:39:45Z'
  gh_stars: 2560
  health_score: 100.0
  hierarchy:
  - Local Developer Environment
  - Container Runtime Setup
  - Docker Compose
  is_microservice: true
  language: Shell
  last_checked: 1779034330.982511
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devops-tools.md
  - docs/docker.md
  - docs/kubernetes-tools.md
  v2_locations:
  - devops-tools.md
  - docker.md
  - kubernetes-tools.md
  year: '2025'
  title: DockSTARTer
https://github.com/GitCredentialManager/git-credential-manager:
  addition_method: manual
  content_hash: dd260b672af5cf39e8805dc84d087cb581fe46d4675ed61c72c950ce63769d20
  description: ''
  health_score: 100.0
  last_checked: 1779030562.338601
  stars: 0
  title: ==Git Credential Manager==
  v1_locations:
  - docs/git.md
  year: N/A
https://github.com/GitHubSecurityLab/actions-permissions:
  description: ''
  addition_method: manual
  content_hash: c5e6bbcefdad668b698aaa3970afb1e2805c008208323b96ff1ee76ad2d77436
  gh_license: MIT
  gh_pushed: '2026-01-31T20:52:48Z'
  gh_stars: 369
  health_score: 100.0
  last_checked: 1779030558.826447
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: A pivotal security action from GitHub Security Lab designed to automatically
    audit, advise, and enforce least-privilege token policies in GitHub Actions workflows.
    Minimizes risks from repository injection and credential leaks.
  language: TypeScript
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - CI/CD Pipelines
  - Security & Compliance
  - GitHub Actions Security
  is_microservice: false
  title: 'github.com/GitHubSecurityLab/actions-permissions: GitHub token permissions''
    Monitor and Advisor actions'
https://github.com/GoodforGod/java-logger-benchmark:
  description: ''
  addition_method: manual
  content_hash: 3a6e2ecd737fee6b34701c56998b3c0366cd9f0406079501b4cd18f1aa96fb40
  gh_license: Apache-2.0
  gh_pushed: '2023-10-19T05:35:16Z'
  gh_stars: 16
  health_score: 100.0
  last_checked: 1779031087.358016
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2026'
  ai_summary: A performance micro-benchmark comparing major Java logging frameworks
    like SLF4J, Logback, and Log4j2. For high-throughput microservices in 2026, understanding
    logging allocation costs and thread contention is critical to maximizing compute
    efficiency in Kubernetes clusters.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Modern Java
  - Performance
  - Benchmarking
  is_microservice: true
  title: GoodforGod/java-logger-benchmark
https://github.com/GoogleCloudPlatform:
  description: ''
  addition_method: manual
  content_hash: 431ad4cb53e942bc4fbc3765de953c7533dbca1c438810e28594bf570803e215
  health_score: 100.0
  last_checked: 1779032091.650698
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  - docs/demos.md
  v2_locations:
  - GoogleCloudPlatform.md
  - demos.md
  year: '2026'
  ai_summary: The master landing organization for Google Cloud Platform's open-source
    projects, APIs, and CLI utilities. Holds structural frameworks, SDKs, and enterprise
    infrastructure design tools.
  language: Multi
  resource_type: Organization
  complexity: Advanced
  hierarchy:
  - Public Cloud Providers
  - GCP
  - Enterprise Platform
  is_microservice: false
  title: github.com/GoogleCloudPlatform
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/GoogleCloudPlatform/awesome-google-cloud:
  description: ''
  addition_method: manual
  content_hash: b3375081e95ab2709d8bb1f7065dce3f5a5b8c503a772ab4c610515c8f43a365
  gh_license: CC-BY-4.0
  gh_pushed: '2024-05-30T16:03:07Z'
  gh_stars: 904
  health_score: 100.0
  last_checked: 1779033704.95922
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: The official Google Cloud Platform curated ecosystem list, documenting
    key open-source modules, migration frameworks, and developer tools. It helps cloud
    engineers bootstrap GCP landing zones and optimize GKE environments. It serves
    as an authoritative bridge between enterprise multi-cloud setups and native Google
    engineering guidelines.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - GCP
  - Resources
  is_microservice: false
  title: 'github.com/GoogleCloudPlatform/awesome-google-cloud: Awesome GCP'
  is_special: true
https://github.com/GoogleCloudPlatform/buildpacks:
  description: ''
  addition_method: manual
  content_hash: e4c4a2f714b992395961d8c5928955dbb0e1baa35c0076798ab31678f36b1954
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T10:40:53Z'
  gh_stars: 1148
  health_score: 100.0
  last_checked: 1779032171.473773
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  v2_locations:
  - GoogleCloudPlatform.md
  year: '2020'
  ai_summary: An open-source implementation of Cloud Native Buildpacks optimized for
    GCP runtimes. It automatically transforms source code into production-ready, secured
    OCI container images without requiring custom, multi-stage Dockerfiles.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - DevOps & Delivery
  - CI/CD
  - Containerization
  is_microservice: true
  title: Google Cloud Buildpacks
https://github.com/GoogleCloudPlatform/click-to-deploy/tree/master/k8s/sonarqube:
  description: ''
  addition_method: manual
  ai_summary: Google Cloud Platform blueprint repository designed to ease the deployment
    of SonarQube on Google Kubernetes Engine (GKE) via highly standardized manifest
    suites.
  complexity: Intermediate
  content_hash: ca3ac9b466adfbeeb3e200644028856448d16055e4307b1752dc6cc397168503
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T22:44:11Z'
  gh_stars: 772
  health_score: 100.0
  hierarchy:
  - Continuous Integration
  - Code Quality
  - Kubernetes Deployment
  is_microservice: true
  language: YAML
  last_checked: 1779029628.987483
  needs_ai_refresh: true
  resource_type: Software
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/sonarqube.md
  v2_locations:
  - sonarqube.md
  year: '2024'
  title: click-to-deploy/sonarqube
https://github.com/GoogleCloudPlatform/cloud-code-samples:
  description: ''
  addition_method: manual
  content_hash: 2e142b0405ee6a441a15033bbb35c1b26a58d5e1f19b63c670f61d154d2a1192
  gh_license: 0BSD
  gh_pushed: '2026-06-11T16:12:06Z'
  gh_stars: 437
  health_score: 100.0
  last_checked: 1779032833.607046
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  - docs/demos.md
  - docs/devops.md
  v2_locations:
  - GoogleCloudPlatform.md
  - demos.md
  - devops.md
  year: '2024'
  ai_summary: Curated templates and setup workflows targeting GCP's Cloud Code extension.
    Helps developers structure containerized services locally before auto-deploying
    to Google Kubernetes Engine (GKE).
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - DevSecOps & IDEs
  - Google Cloud Code
  - Developer Experience
  is_microservice: true
  title: "github.com/GoogleCloudPlatform/cloud-code-samples \U0001F31F"
https://github.com/GoogleCloudPlatform/elcarro-oracle-operator:
  description: ''
  addition_method: manual
  content_hash: fb69003a1f8a5f6d35e0a1ec90de820ff000b2ba0d5b9203fcca61f8b465ab0e
  gh_license: Apache-2.0
  gh_pushed: '2026-04-16T20:45:36Z'
  gh_stars: 212
  health_score: 100.0
  last_checked: 1779029884.000782
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: An open-source Kubernetes operator developed by Google Cloud that automates
    the provisioning, lifecycle management, backup, restore, and monitoring of Oracle
    databases. It leverages Custom Resource Definitions (CRDs) to orchestrate complex
    Oracle database tasks in a declarative, cloud-native manner. In 2026, it continues
    to be a crucial tool for enterprises modernizing legacy database infrastructure.
  language: Go
  resource_type: Kubernetes Operator
  complexity: High
  hierarchy:
  - Database
  - Operator
  - Oracle
  is_microservice: false
  title: "El Carro: The Oracle Operator for Kubernetes \U0001F31F"
https://github.com/GoogleCloudPlatform/golang-samples:
  addition_method: manual
  ai_summary: Curator Insight outlines a large collection of idiomatic examples for
    utilizing Google Cloud APIs within Go applications. Live Grounding proves its
    importance for production engineering teams using services like BigQuery, Cloud
    Run, and GKE.
  complexity: Intermediate
  content_hash: dd80c34836d76a57378f1493ceb40cc2921f95517c13ff62cfaa889b39f55d52
  description: ''
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T21:08:57Z'
  gh_stars: 4624
  health_score: 100.0
  hierarchy:
  - Public Cloud
  - Google Cloud
  - Go Samples
  is_microservice: true
  language: English
  last_checked: 1779030522.913148
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: '==GoogleCloudPlatform/golang-samples: Sample apps and code written for Google''
    Cloud in the Go programming language.=='
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/GoogleCloudPlatform/k8s-config-connector:
  description: ''
  addition_method: manual
  content_hash: f961070ead418e1b5e3eac9ce6450e971f17b65eeff15e13bf2d8130ad99d137
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T10:08:49Z'
  gh_stars: 1042
  health_score: 100.0
  last_checked: 1779031901.12351
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  v2_locations:
  - GoogleCloudPlatform.md
  year: '2020'
  ai_summary: Config Connector is a Kubernetes Custom Resource Definition (CRD) controller
    that allows operators to manage Google Cloud resources natively as if they were
    standard Kubernetes objects. It bridges GitOps configurations with physical cloud
    infrastructure provisioning.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Containers & Orchestration
  - GitOps
  - Config Connector
  is_microservice: false
  title: 'github.com/GoogleCloudPlatform/k8s-config-connector: GCP Config Connector'
https://github.com/GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp:
  description: ''
  addition_method: manual
  ai_summary: The official GCP provider for the Kubernetes Secrets Store CSI Driver.
    It enables high-security mounting of secrets from GCP Secret Manager directly
    into ephemeral memory-backed volumes inside target Pods, removing the risk of
    persisting values in etcd or local physical disks.
  complexity: Advanced
  content_hash: 78b4b8aecea89d28a63c4fe5be7916fa1b9c1a3604e18828659a7a64da26912b
  gh_license: Apache-2.0
  gh_pushed: '2026-05-11T07:27:16Z'
  gh_stars: 267
  health_score: 100.0
  hierarchy:
  - Security
  - Secrets Management
  - CSI Driver Providers
  is_microservice: true
  language: Go
  last_checked: 1779033296.216047
  needs_ai_refresh: true
  resource_type: Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: 'GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp: Google Secret''
    Manager Provider for Secret Store CSI Driver'
https://github.com/GoogleCloudPlatform/terraformer:
  description: ''
  addition_method: manual
  content_hash: 4c14f43f68a58826ed21dbb8d8595429129c1a43fbb77c31a7c6922a5740a0d4
  gh_license: Apache-2.0
  gh_pushed: '2026-03-16T20:12:11Z'
  gh_stars: 14540
  health_score: 100.0
  last_checked: 1779031087.248969
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2025'
  ai_summary: A widely adopted CLI tool that reverse-engineers existing cloud infrastructure
    into declarative HCL code and states. Acts as a vital tool during migration processes
    from manual setups to systematic GitOps configurations.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Reverse Engineering
  - Tooling
  is_microservice: false
  title: "github.com/GoogleCloudPlatform/terraformer \U0001F31F"
https://github.com/GoogleContainerTools/container-structure-test:
  description: ''
  addition_method: manual
  ai_summary: The official repository for Google's `container-structure-test`. Details
    a powerful unit testing framework that validates container image structures (checking
    file layouts, metadata keys, variable exports, and executable output states) without
    actually running the target container environment.
  complexity: Intermediate
  content_hash: d5d9b3b49c059346a42b83fc79bd566689d0265ec824544c0290df592c93bc88
  gh_license: Apache-2.0
  gh_pushed: '2026-06-01T18:59:57Z'
  gh_stars: 2484
  health_score: 100.0
  hierarchy:
  - Security
  - Container Security
  - Testing Frameworks
  is_microservice: false
  language: Go
  last_checked: 1779034309.652034
  needs_ai_refresh: true
  resource_type: Codebase
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2023'
  title: GoogleContainerTools/container-structure-test
https://github.com/GoogleContainerTools/jib:
  description: ''
  addition_method: manual
  content_hash: 78fc490bad61ff886aa896300605b43f81bd3ff7b429ac8b2666996a41a05419
  gh_license: Apache-2.0
  gh_pushed: '2026-05-19T14:55:01Z'
  gh_stars: 14409
  health_score: 100.0
  last_checked: 1779034235.703457
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: Jib is a fast, specialized build tool by Google that constructs optimized
    Docker and OCI images for Java applications without requiring a Docker daemon
    or Dockerfile. Integrating directly into Maven or Gradle builds, it divides Java
    applications into granular layers (dependencies, resources, classes) to speed
    up continuous iteration. It is an industry-standard practice for enterprise JVM
    application deployment pipelines.
  language: Java
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Application Development
  - Java
  - Image Building
  is_microservice: true
  title: jib
https://github.com/GoogleContainerTools/kaniko:
  description: ''
  addition_method: manual
  content_hash: 5549f618604c7a812ebd538d68888c13b74d54663ffed4ba15bddbfaee1c79bc
  gh_license: Apache-2.0
  gh_pushed: '2025-06-03T14:36:10Z'
  gh_stars: 15767
  health_score: 100.0
  last_checked: 1779034116.63033
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - docker.md
  year: '2026'
  ai_summary: Kaniko is an open-source tool developed by Google to build container
    images from Dockerfiles inside containerized environments (like Kubernetes) without
    requiring a privileged Docker daemon. It executes each instruction in the Dockerfile
    entirely in user space, avoiding risky Docker-in-Docker (DinD) security practices.
    Kaniko remains a de facto standard tool for secure, isolated cloud-native CI/CD
    build environments.
  language: Go
  resource_type: Tool
  complexity: High
  hierarchy:
  - Infrastructure
  - Continuous Integration
  - Image Building
  is_microservice: false
  title: kaniko
https://github.com/HewlettPackard/terraschema:
  description: ''
  addition_method: manual
  content_hash: 56d28c0f7c01ea7b5f38bd846b7412fd254c600dfdf7e6576f1c43902824721b
  gh_license: MIT
  gh_pushed: '2025-12-08T13:12:57Z'
  gh_stars: 71
  health_score: 100.0
  last_checked: 1779029573.552619
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/iac.md
  - docs/kubernetes-tools.md
  - docs/terraform.md
  v2_locations:
  - kubernetes-tools.md
  - iac.md
  - terraform.md
  year: '2026'
  ai_summary: A specialized CLI tool that parses declared Terraform configurations
    to generate structural JSON Schemas. Useful for running runtime validation scripts
    on dynamic inputs or verifying API schemas during configuration processing.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Schema Generation
  is_microservice: false
  title: 'TerraSchema: Generate JSON Schema from Terraform Configurations'
https://github.com/HolmesGPT/holmesgpt:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: An AI-driven troubleshooting assistant for Kubernetes
    clusters by Robusta. Live Grounding: Utilizes LLM agents to autonomously parse
    Prometheus alerts, collect pod logs, inspect live status, and deliver actionable
    remediation steps for infrastructure incidents.'
  complexity: Advanced
  content_hash: 8cd690d10195d9b3384a1fbd2a76e1c123be4591179884b268e6b7fb71823a31
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T10:13:58Z'
  gh_stars: 2623
  health_score: 100.0
  hierarchy:
  - Cloud Native Operations
  - AI AIOps
  - Kubernetes Troubleshooting
  is_microservice: true
  language: Python
  last_checked: 1779130494.936792
  needs_ai_refresh: true
  resource_type: Software
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ai-agents-mcp.md
  - docs/ai.md
  v2_locations:
  - ai.md
  - ai-agents-mcp.md
  year: '2025'
  title: HolmesGPT (Robusta)
https://github.com/HopopOps/k8s-ldap-auth:
  description: ''
  addition_method: manual
  content_hash: a01b5c8ed749400c7ab239a0f0a7d533adc2799509816ea9a00ea97a2e633c96
  gh_license: MPL-2.0
  gh_pushed: '2026-06-08T21:04:13Z'
  gh_stars: 54
  health_score: 100.0
  last_checked: 1779130495.011181
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  stars: 1
  ai_summary: A lightweight Kubernetes webhook authentication service interfacing
    directly with external LDAP/Active Directory engines. It maps LDAP group memberships
    into Kubernetes groups for clean RBAC authorization.
  language: Go
  resource_type: Webhook Service
  complexity: Medium
  hierarchy:
  - Security
  - Identity & Access
  - LDAP Authentication
  is_microservice: true
  title: vbouchaud/k8s-ldap-auth
https://github.com/IBM/CP4MCM-SDK:
  description: ''
  addition_method: manual
  content_hash: e3d66423e10268c139843065bffb6358c23dfdb070a27b796a864a15ceea8475
  gh_license: Apache-2.0
  gh_pushed: '2022-03-08T03:31:17Z'
  gh_stars: 2
  health_score: 100.0
  last_checked: 1779030569.984995
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  year: '2020'
  ai_summary: 'An integration SDK for registering and packaging third-party application
    services within the IBM Cloud Pak for Multicloud Management (CP4MCM) ecosystem.
    Live Grounding Note: CP4MCM and this SDK are largely archived or superseded by
    newer Red Hat Advanced Cluster Management (RHACM) methodologies, making this mostly
    historical for legacy integrations.'
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Enterprise Integration
  - Multi-Cluster Management
  - IBM Cloud Pak SDK
  is_microservice: true
  title: 'github.com/IBM/CP4MCM-SDK : Business Partner App Integration with IBM MCM'
https://github.com/IBM/argocd-vault-plugin:
  addition_method: manual
  content_hash: bacdb3b79f20c82c07dcabd131068baa6a41a9fd000e0061f4269359f582cd5d
  description: ''
  health_score: 100.0
  last_checked: 1779029838.60532
  stars: 0
  title: IBM/argocd-vault-plugin
  v1_locations:
  - docs/argo.md
  year: N/A
https://github.com/IBM/varnish-operator:
  description: ''
  addition_method: manual
  content_hash: f14866d050d9b7b9479b06e636a282fd3ea681d5364fe2cfc2b8a9cbccf47e38
  gh_license: Apache-2.0
  gh_pushed: '2024-09-16T10:32:32Z'
  gh_stars: 69
  health_score: 100.0
  last_checked: 1779030009.729005
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: '2023'
  ai_summary: A specialized Kubernetes Operator developed by IBM to deploy, manage,
    and scale Varnish Cache setups natively within container orchestrators. Although
    useful for cloud-native setups, in 2026 it faces stiff competition from service
    meshes offering in-built caching proxies.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure & Caching
  - Kubernetes Operators
  - Varnish Deployment
  is_microservice: false
  title: github.com/IBM/varnish-operator
https://github.com/Ileriayo/markdown-badges:
  description: ''
  addition_method: manual
  ai_summary: A massive curated catalog of dynamic, consistent, and beautiful SVG
    shields and badges for GitHub repositories. It supports a wide array of languages,
    frameworks, cloud providers, and developer tools. Live grounding confirms it is
    standard practice for enriching project READMEs.
  complexity: Beginner
  content_hash: b2af5269244126ccec1218d8c1605a4fdf4d3aecbc8fa37a548f2bbbf17420c0
  gh_license: MIT
  gh_pushed: '2026-05-22T23:46:44Z'
  gh_stars: 16701
  health_score: 100.0
  hierarchy:
  - Documentation & Workflow
  - Writing Tools
  - Metadata Badges
  is_microservice: false
  language: Markdown
  last_checked: 1779030238.972618
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/mkdocs.md
  v2_locations:
  - mkdocs.md
  year: '2026'
  title: 'github.com/Ileriayo/markdown-badges: Markdown Badges'
https://github.com/Isan-Rivkin/kube_query:
  description: ''
  addition_method: manual
  content_hash: f770c2456de05e78244bd2d5650c5037f62648e6059a4490f4c829fba829b951
  gh_license: Apache-2.0
  gh_pushed: '2020-11-30T12:21:35Z'
  gh_stars: 13
  health_score: 100.0
  last_checked: 1779030361.224205
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: A developer-focused diagnostic tool that applies SQL query patterns
    to inspect active Kubernetes cluster states, mimicking OSQuery mechanisms. It
    simplifies resource discovery by enabling relational SQL queries across Pods,
    Services, and Deployments. While offering clean diagnostic convenience, live tracking
    indicates the project remains a niche developer utility.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Operations
  - Cluster Querying
  - OSQuery Integration
  is_microservice: false
  title: Kube_query
https://github.com/IvanJosipovic/KubeUI:
  description: ''
  addition_method: manual
  ai_summary: A high-performance, desktop-optimized UI designed to stream, monitor,
    and interact with live cluster metrics and objects. It enhances developer agility
    through dynamic views of multi-cluster namespaces and active workload metrics.
  complexity: Beginner
  content_hash: 3f044ea42a7c7cb2dcb5df55885b1fddcbf28eb96202deaf875ffb6df9dc13c7
  gh_license: MIT
  gh_pushed: '2026-06-14T04:45:46Z'
  gh_stars: 311
  health_score: 100.0
  hierarchy:
  - Observability
  - UI Clients
  - Multi-Cluster
  is_microservice: false
  language: C#
  last_checked: 1779030928.62387
  needs_ai_refresh: true
  resource_type: Tool
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devops-tools.md
  - docs/kubernetes-tools.md
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - devops-tools.md
  - kubernetes-tools.md
  - kubernetes-troubleshooting.md
  year: '2024'
  title: 'KubeUI: A Desktop Kubernetes Client'
https://github.com/JFolberth/TheYAMLPipelineOne:
  description: ''
  addition_method: manual
  content_hash: a8bba28939d632d8db343e0ce7122d56c8cdd6d044201c9be8efde952b1f7d9b
  gh_license: MIT
  gh_pushed: '2025-02-26T16:15:34Z'
  gh_stars: 221
  health_score: 100.0
  last_checked: 1779034012.898159
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: An open-source pipeline framework showcasing advanced DRY (Don't Repeat
    Yourself) YAML patterns for Azure DevOps. In 2026, this template system represents
    best-in-class orchestration, enabling developers to scale microservice builds
    without duplicating pipelines or configuration code.
  language: PowerShell
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Cloud DevOps
  - CI-CD Pipelines
  - YAML Templating and Reusability
  is_microservice: true
  title: "github.com/JFolberth/TheYAMLPipelineOne \U0001F31F"
https://github.com/JFryy/qq:
  description: ''
  addition_method: manual
  ai_summary: A versatile, multi-format query engine supporting YAML, JSON, TOML,
    and XML processing within a unified execution context. Streamlines data conversion
    and extraction tasks during schema migrations.
  complexity: Medium
  content_hash: 9390a93c9045a4e6e2448c9d06e3b8803f3b9ff351e04e972dfa714c2949061c
  gh_license: MIT
  gh_pushed: '2026-05-19T00:18:46Z'
  gh_stars: 725
  health_score: 100.0
  hierarchy:
  - Developer Workspace
  - Command-Line Tooling
  - JSON & YAML Manipulators
  is_microservice: false
  language: Go
  last_checked: 1779032457.610069
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2024'
  title: github.com/JFryy/qq
  is_special: true
https://github.com/JPCERTCC/LogonTracer:
  description: ''
  addition_method: manual
  content_hash: c37c57af01cd0d7cffa23c3c33198ce0e610b3bb4b5465114d1ee8ba0313b2d1
  gh_license: NOASSERTION
  gh_pushed: '2026-04-22T15:13:52Z'
  gh_stars: 3182
  health_score: 100.0
  last_checked: 1779033309.690027
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2025'
  ai_summary: Incident response tool mapping Active Directory authentication logs
    onto Neo4j graph databases. Visually identifies anomalous domain login correlations,
    pass-the-hash movements, and identity exploitation attacks.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Security
  - Threat Hunting
  - Active Directory
  is_microservice: false
  title: github.com/JPCERTCC/LogonTracer
https://github.com/JamesTGrant/kubectl-debug:
  description: ''
  addition_method: manual
  content_hash: d1745da922e0a7ed091c3f104317345debae9e48c30d01138e4a210c65814165
  gh_license: Apache-2.0
  gh_pushed: '2024-05-06T05:15:03Z'
  gh_stars: 373
  health_score: 100.0
  last_checked: 1779032095.709594
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-troubleshooting.md
  year: '2021'
  ai_summary: A kubectl plugin designed to launch temporary debugging containers within
    a target pod namespace. Streamlines manual container introspection prior to the
    widespread adoption of native ephemeral containers.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Debugging
  - CLI Extensions
  is_microservice: false
  title: github.com/JamesTGrant/kubectl-debug
https://github.com/JeanBaptisteWATENBERG/junit5-kubernetes:
  description: ''
  addition_method: manual
  content_hash: 122aa535b5787cf3c36d0ca2bc7b0f6bb5556a3efb2ff8e41018a31f40ece85b
  gh_license: NOASSERTION
  gh_pushed: '2022-09-16T23:15:08Z'
  gh_stars: 43
  health_score: 100.0
  last_checked: 1779029563.979611
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: A JUnit 5 extension that allows Java developers to integrate Kubernetes
    clusters dynamically into their automated testing suites, provisioning temporary
    namespaces and managing resources during test lifecycles.
  language: Java
  resource_type: Testing Library
  complexity: Advanced
  hierarchy:
  - Application Lifecycle
  - Testing & Verification
  - Integration Testing
  is_microservice: false
  title: junit5-kubernetes
https://github.com/JovianX/Service-Hub:
  description: ''
  addition_method: manual
  content_hash: 830e319eac60c01930e8c6892355613459a6151d820133cadd4a2daa3325c9f1
  gh_license: Apache-2.0
  gh_pushed: '2024-04-02T11:20:36Z'
  gh_stars: 122
  health_score: 100.0
  last_checked: 1779033914.073756
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: Service-Hub is a self-service platform dashboard designed to turn Helm
    charts, operators, and cloud infrastructure scripts into unified service catalog
    items. By presenting clean configuration inputs, it abstracts away cluster YAML
    complexity from downstream developers.
  language: Go
  resource_type: Web Catalog
  complexity: Advanced
  hierarchy:
  - Operations
  - Platform Engineering
  - Service Catalog
  is_microservice: true
  title: github.com/JovianX/Service-Hub
https://github.com/JovianX/helm-release-plugin:
  description: ''
  addition_method: manual
  ai_summary: Utility command plugin allowing cluster administrators to inspect, unpack,
    and export deployment releases easily. Facilitates troubleshooting across multi-environment
    states and eases visual configuration comparisons.
  complexity: Intermediate
  content_hash: f4b73219b977ea01a50fa006d13592fd579e1429e0b0a4f8806b9fd0f749c500
  gh_license: Apache-2.0
  gh_pushed: '2026-03-29T15:24:57Z'
  gh_stars: 109
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Helm Plugins
  - Release Management
  is_microservice: false
  language: Go
  last_checked: 1779032462.787843
  needs_ai_refresh: true
  resource_type: Plugin
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2022'
  title: JovianX/helm-release-plugin
https://github.com/JulianHayward/AzADServicePrincipalInsights:
  description: ''
  addition_method: manual
  content_hash: bb715ee94d54478241dd269201f2486027c124c04cd5ed4ad19f9ad5d76ff178
  gh_license: MIT
  gh_pushed: '2025-04-30T14:57:39Z'
  gh_stars: 251
  health_score: 100.0
  last_checked: 1779032525.002883
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: Automated reporting utility designed to audit Entra ID (Azure AD) Service
    Principals, highlighting over-permissioned applications, API vulnerabilities,
    and expiring credential/certificate payloads.
  language: PowerShell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - Governance
  - Security Auditing
  is_microservice: false
  title: github.com/JulianHayward/AzADServicePrincipalInsights
https://github.com/Juniper/Junos-terraform:
  description: ''
  addition_method: manual
  content_hash: 89231b644330502e1ec08f800e51361a06bc7f1b1e48dc78cb8677945f03fe54
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T10:06:52Z'
  gh_stars: 82
  health_score: 100.0
  last_checked: 1779030052.42853
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: The JUNOS Terraform Automation Framework (JTAF) auto-generates custom
    Terraform providers based on Junos XML schema specifications. Enables network
    administrators to manage hardware appliances declaratively.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Networking
  - Juniper Junos
  is_microservice: false
  title: 'Junos-terraform: JUNOS Terraform Automation Framework (JTAF)'
https://github.com/Juniper/contrail-docker/wiki/Configure-docker-service-to-use-insecure-registry:
  description: ''
  addition_method: manual
  ai_summary: A legacy wiki repository explaining systems-level configurations required
    to allow the Docker daemon to communicate with insecure, self-hosted registries.
    It highlights modification of systemd services and the daemon.json config file.
    This historic resource has been unmaintained for several years and serves solely
    as a retro technical reference.
  complexity: Intermediate
  content_hash: fb79d205ff288fe3395ded82336fba90a30f5cca7819f789a31ce6e71a5d7d42
  gh_license: Apache-2.0
  gh_pushed: '2023-02-20T17:58:58Z'
  gh_stars: 48
  health_score: 100.0
  hierarchy:
  - Container Management
  - Docker Security
  - Insecure Registries
  is_microservice: false
  language: Markdown
  last_checked: 1779030554.240107
  needs_ai_refresh: true
  resource_type: Documentation
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: '2020'
  title: Configure Docker Service To Use Insecure Registry
https://github.com/K8Studio/K8studio:
  description: ''
  addition_method: manual
  ai_summary: A feature-rich desktop client that constructs interactive, dynamic node
    graphs representing active cluster topology. Helps cluster administrators visualize
    resource footprints, namespace boundaries, and connectivity routes visually.
  complexity: Intermediate
  content_hash: c0e8641074fb61d2eaaa8bfbf28247b5c48c63ad5ae4b96651bcdd2ef0fa428a
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Visual Ide
  is_microservice: false
  language: TypeScript
  last_checked: 1779032640.452369
  needs_ai_refresh: true
  resource_type: Repository
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: '2024'
  title: k8studio.github.io/k8studio
  gh_stars: 53
  gh_pushed: '2026-06-09T19:43:36Z'
  gh_license: N/A
https://github.com/KWasm/podman-wasm:
  description: ''
  addition_method: manual
  content_hash: f254b3d9bb2dddcfcffaa8323709cecd53c76af82fc2d4cbb6ba880484033752
  gh_license: Apache-2.0
  gh_pushed: '2022-10-20T18:17:57Z'
  gh_stars: 30
  health_score: 100.0
  last_checked: 1779034487.550386
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Part of the KWasm ecosystem, podman-wasm integrates WebAssembly runtimes
    directly with Podman container environments. It enables the seamless execution
    of highly isolated Wasm workloads alongside native Linux containers, signaling
    the paradigm of lightweight, secure serverless execution.
  language: Go
  resource_type: Runtime Extension
  complexity: Advanced
  hierarchy:
  - Runtime
  - WebAssembly (Wasm)
  - Container Engines
  is_microservice: false
  title: github.com/KWasm/podman-wasm
https://github.com/KnicKnic/temp-kubernetes-ci:
  description: ''
  addition_method: manual
  content_hash: 37f66908f3d84b0cfe979fad1b98ffb071f1b6a471f1ebf0fd35b7b7f0d0f269
  gh_license: Apache-2.0
  gh_pushed: '2023-01-05T15:04:04Z'
  gh_stars: 15
  health_score: 100.0
  last_checked: 1779031697.050757
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A CI framework designed to spin up ephemeral Kubernetes instances dynamically
    within workflow jobs for automated end-to-end testing, and immediately tear them
    down afterward. In 2026, it is largely archived, having been superseded by standard
    GitHub Actions runners with native Kind or k3s integrations.
  language: PowerShell
  resource_type: CI Framework
  complexity: Medium
  hierarchy:
  - Development
  - CI/CD
  - Testing
  is_microservice: false
  title: 'KnicKnic/temp-kubernetes-ci: Temp Kubernetes CI'
https://github.com/Kubeinit/kubeinit:
  description: ''
  addition_method: manual
  content_hash: 30030a2ad117765656888aa3efc1f8a879dd1cab246b8bed321c75e6869c73f3
  gh_license: Apache-2.0
  gh_pushed: '2025-12-05T21:26:59Z'
  gh_stars: 222
  health_score: 100.0
  last_checked: 1779031423.085284
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - COMMUNITY-TOOL
  - EMERGING
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: An Ansible-driven framework designed to automate the installation and
    configuration of multi-node Kubernetes and OpenShift clusters. Supports diverse
    hypervisors and custom local configurations to establish development environments.
  language: Python
  resource_type: Installer
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Installation
  - Automation
  is_microservice: false
  title: "kubeinit \U0001F31F"
https://github.com/Kubermatic/Kubermatic:
  description: ''
  addition_method: manual
  content_hash: 698ae17261cd088111a4d11d3775ae9c4ae16c62f86a0de8983a02ef6df703d4
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T17:52:28Z'
  gh_stars: 1281
  health_score: 100.0
  last_checked: 1779029561.621966
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kubermatic Kubernetes Platform (KKP) is a high-performance multi-cluster
    management engine that automates the lifecycle of thousands of Kubernetes clusters.
    By running control planes as containers within a master cluster (Kubernetes-in-Kubernetes),
    KKP drastically reduces resource overhead and simplifies multi-cloud operations.
    It is widely adopted by European enterprises prioritizing sovereign, multi-tenant
    infrastructure.
  language: Go
  resource_type: Platform
  complexity: High
  hierarchy:
  - Cluster Management
  - Multi-Cluster Orchestration
  - Enterprise Control Plane
  is_microservice: false
  title: "Kubermatic Kubernetes Platform \U0001F31F"
https://github.com/KurtGokhan/tegaki:
  addition_method: automatic
  ai_summary: 'Curator Insight: An innovative frontend library that bypasses the need
    for complex, manual SVG path tracing or heavy Lottie files by dynamically converting
    Google Fonts into animated stroke-by-stroke handwriting. Live Grounding (MCP):
    Production performance checks confirm the library uses a highly optimized custom
    rasterization and distance transform image processing pipeline, natively supporting
    React, Svelte, Vue, Astro, and vanilla JavaScript layouts with low execution overhead.'
  category: javascript
  complexity: Intermediate
  content_hash: 94af03c7cbccc30053e2e1a8d55b817492ac1898d960848d0ea65351c96319de
  description: Handwriting animation for the web supporting custom text, natural timing,
    and multi-framework integration.
  gh_license: MIT
  gh_pushed: '2026-05-27T16:38:21Z'
  gh_stars: 2661
  hierarchy:
  - Frontend Development
  - Web Animation
  - Typography Tools
  is_microservice: false
  language: English
  last_checked: 1780352705.314522
  reputation_status: Vetted
  reputation_summary: Highly praised across frontend developer forums and Trendshift
    for its novel approach to real-time handwriting simulation without manual SVG
    path design.
  resource_type: repository
  social_preview_url: https://repository-images.githubusercontent.com/1194746675/11ef7275-f0dc-4e2c-aa37-fa99910d0f1a
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - COMMUNITY-TOOL
  title: Tegaki turns any Google Font into animated handwriting
  year: '2026'
https://github.com/KusionStack/kusion:
  description: ''
  addition_method: manual
  content_hash: 2cd68d99e09c2f043f947a636db779b2493944e02ae669ba1c9df8b96a6a03e9
  gh_license: Apache-2.0
  gh_pushed: '2026-01-04T06:01:34Z'
  gh_stars: 1310
  health_score: 100.0
  last_checked: 1779030035.352358
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: '2025'
  ai_summary: Kusion is an open-source intent-driven declarative configuration engine.
    Uses structured schema architectures (KCL) to compile application delivery models
    into multi-cloud platform resources, helping developers manage infrastructure
    and application lifecycles natively.
  language: Go
  resource_type: Open Source Project
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Declarative Configuration
  - KusionStack
  is_microservice: true
  title: github.com/KusionStack/kusion
https://github.com/Kyrremann/kubectl-eksporter:
  description: ''
  addition_method: manual
  content_hash: 00470afeddc5ab436af6236f07d9e1e8281b9f868578ae7fa4edd3e4f8e33e35
  gh_license: GPL-3.0
  gh_pushed: '2022-07-06T18:52:39Z'
  gh_stars: 23
  health_score: 100.0
  last_checked: 1779031333.883779
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A kubectl plugin designed to clean and extract manifest files directly
    from active cluster resources. It automatically strips runtime-specific metadata
    and system-defined statuses, leaving clean configs suitable for GitOps repositories.
  language: Go
  resource_type: CLI Plugin
  complexity: Simple
  hierarchy:
  - Operations & UX
  - Manifest Generation
  - Resource Cleaning
  is_microservice: false
  title: "kubectl-eksporter \U0001F31F"
https://github.com/LeCoupa/awesome-cheatsheets:
  description: ''
  addition_method: manual
  content_hash: c1cb8f7dc3a8ea050fb502a814cd2fe11811d445819b0895993c0872226d7e07
  gh_license: MIT
  gh_pushed: '2026-04-12T17:26:10Z'
  gh_stars: 46016
  health_score: 100.0
  last_checked: 1779032383.684716
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2024'
  ai_summary: An extensive collection of high-density cheat sheets targeting mainstream
    programming environments, databases, and container architectures. It serves as
    a rapid reference hub for backend engineers looking to quickly lookup API syntaxes
    and commands.
  language: Markdown
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Developer Education
  - Cheat Sheets
  - Reference Hubs
  is_microservice: false
  title: LeCoupa/awesome-cheatsheets
https://github.com/LerryAlexander/postman_jenkins_api_tests:
  description: ''
  addition_method: manual
  content_hash: 685c6ee914595c89b7b648e4e2a91a22f2a193a226bf058e4ca62641914ff3b9
  health_score: 100.0
  last_checked: 1779031592.077635
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: Curator Insight focuses on running automated Postman test suites through
    Newman CLI inside a Jenkins Pipeline. Live Grounding confirms this is a standard
    integration step for end-to-end REST API verification. By surfacing test execution
    failures in Jenkins console output, teams can safely block regression deployments.
  language: JavaScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Quality Assurance
  - API Testing Automation
  - Newman Integration
  - Jenkins Pipelines
  is_microservice: true
  title: "LerryAlexander: Postman + Newman API Automated Tests running on a Jenkins'
    Pipeline \U0001F31F"
  gh_stars: 3
  gh_pushed: '2020-08-30T01:20:17Z'
  gh_license: N/A
https://github.com/Levi-Michael/boto3-ec2-s3-management:
  description: ''
  addition_method: manual
  content_hash: deadc4b406decdb32c215b6271a7a90853038e8c5247e00576e7f442ce2112ae
  health_score: 100.0
  last_checked: 1779029061.266085
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2024'
  ai_summary: A lightweight Python-based tool leveraging Boto3 to programmatically
    manage EC2 instances and S3 bucket lifecycles. It provides system administrators
    with an alternative to the heavy AWS Management Console for quick resource termination,
    tag filtering, and volume audits. Its clean syntax serves as an educational base
    for custom infrastructure engineering scripts.
  language: Python
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Automation
  is_microservice: false
  title: 'github.com/Levi-Michael/boto3-ec2-s3-management: A python tools base on''
    AWS boto3 for manage ec2 and s3 buckets'
  gh_stars: 2
  gh_pushed: '2023-03-15T13:04:34Z'
  gh_license: N/A
https://github.com/Lightning-AI/engineering-class:
  description: ''
  addition_method: manual
  ai_summary: An educational repository addressing the gap between raw AI/ML research
    scripts and production-grade deployments. Synthesizes software hygiene patterns,
    testing foundations, Docker containerization, and clean architectural paradigms
    for machine learning practitioners.
  complexity: Intermediate
  content_hash: d53760e45e9409ed3e5c7de582fc09c02e777187ab73555b18bbf799ddc63c7a
  health_score: 100.0
  hierarchy:
  - Engineering Education
  - Software Engineering
  - AI & Research Ops
  is_microservice: false
  language: Python
  last_checked: 1779032889.553057
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2023'
  title: "==github.com/Lightning-AI/engineering-class: Lightning Bits: Engineering'
    for Researchers== \U0001F31F"
  gh_stars: 134
  gh_pushed: '2022-08-29T19:32:52Z'
  gh_license: N/A
https://github.com/Lightning-AI/engineering-class/blob/main/ep08-github-pr/Ep08-ShowNotes.md:
  description: ''
  addition_method: manual
  ai_summary: A detailed educational guide focused on pull request hygiene. Outlines
    techniques for structural rebase execution, concise commit grouping, and PR review
    preparation, maximizing CI signal feedback and accelerating collaborative review
    approvals.
  complexity: Beginner
  content_hash: ee2ccc731dcca4fb9bd2f00580bcd855e0327553477c86a72797e3ea673a0ae9
  health_score: 100.0
  hierarchy:
  - Developer Platform
  - Collaboration Tools
  - Git Workflows
  is_microservice: false
  language: Markdown
  last_checked: 1779032376.792891
  needs_ai_refresh: true
  resource_type: Documentation
  stars: 0
  status: online
  tags:
  - GUIDE
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2023'
  title: 'github.com/Lightning-AI/engineering-class: Episode 8: Creating a Pull Request''
    on GitHub'
  gh_stars: 134
  gh_pushed: '2022-08-29T19:32:52Z'
  gh_license: N/A
https://github.com/Lightning-AI/engineering-class/blob/main/ep09-github-collab/Ep09-ShowNotes.md:
  addition_method: manual
  content_hash: ab1ec6988565d7ff9e31fa4965e394b1d3ff77dde4d99e36ffdd59d020b68af6
  description: ''
  health_score: 100.0
  last_checked: 1779031720.406969
  needs_ai_refresh: true
  stars: 0
  title: 'github.com/Lightning-AI/engineering-class: Episode 9: Collaborating with''
    Pull Requests using GitHub'
  v1_locations:
  - docs/git.md
  year: N/A
https://github.com/LovesCloud/java-groovy-docker:
  addition_method: manual
  content_hash: f286914fa12dceff6cce0778dc313c171156680b209e96ac3cada7a2a10715fe
  description: ''
  health_score: 100.0
  last_checked: 1779029989.231674
  needs_ai_refresh: true
  stars: 0
  title: github.com/LovesCloud/java-groovy-docker
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://github.com/LukeMwila/bootstrap-rke-cluster-in-aws:
  description: ''
  addition_method: manual
  content_hash: 588d9e4c6e2c0c0234a36386b4c9fc2f4ded1451a954ad900cc1bab3985ba370
  gh_license: MIT
  gh_pushed: '2022-01-13T13:04:50Z'
  gh_stars: 19
  health_score: 100.0
  last_checked: 1779030220.723957
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2021'
  ai_summary: An automation playbook demonstrating how to bootstrap highly available
    Rancher Kubernetes Engine (RKE) clusters in an AWS infrastructure environment
    using structured Terraform configurations.
  language: HCL
  resource_type: IaC
  complexity: Advanced
  hierarchy:
  - Kubernetes Management
  - Infrastructure as Code
  - RKE
  is_microservice: false
  title: Bootstrap RKE Kubernetes Cluster in AWS Environment
https://github.com/MOZGIII/port-map-operator:
  description: ''
  addition_method: manual
  content_hash: 74ee4912bed16e7a635bd994083c434497eedae8802dac222c866279174e5426
  gh_license: MIT
  gh_pushed: '2023-01-24T10:03:19Z'
  gh_stars: 28
  health_score: 100.0
  last_checked: 1779031507.777309
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: An operator that automates mapping physical node ports or external router
    ports directly to target service resources inside the cluster. Excellent for homelabs
    or edge gateways that need dynamically updated router UPnP mapping profiles.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Networking & Security
  - Service Access
  - Port Forwarding
  is_microservice: false
  title: port-map-operator
https://github.com/Maelstromage/Log4jSherlock:
  description: ''
  addition_method: manual
  ai_summary: A Python utility designed to scan compiled archives (JAR, WAR, EAR)
    for compromised Log4j classes. While its active maintenance has slowed, the script
    remains a useful reference for performing offline filesystem audits on legacy
    systems. It provides clear patterns for searching deep directory structures.
  complexity: Intermediate
  content_hash: a79f869b69f76044873c1e18c985d3bb69f7dd6e0499410c3c11c4538cbe23ee
  gh_license: GPL-3.0
  gh_pushed: '2023-04-14T19:27:15Z'
  gh_stars: 108
  health_score: 100.0
  hierarchy:
  - Security
  - Vulnerabilities
  - Log4Shell Scanners
  is_microservice: false
  language: Python
  last_checked: 1779032463.977538
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2021'
  title: Maelstromage/Log4jSherlock
https://github.com/ManagedKube/kubernetes-common-services:
  description: ''
  addition_method: manual
  content_hash: 76435369d8d8b290778172dda4bbad1b1964b8d830aa06e18bdb0425b4960b29
  gh_license: Apache-2.0
  gh_pushed: '2021-02-17T00:44:01Z'
  gh_stars: 129
  health_score: 100.0
  last_checked: 1779034327.003667
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A curated repository hosting template manifests and configuration blueprints
    for common supporting platform infrastructure. Includes readily deployable definitions
    for monitoring stacks, ingress controllers, certificate issuers, and log forwarders.
  language: YAML
  resource_type: Templates
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Boilerplates
  - Reference Architectures
  is_microservice: false
  title: kubernetes-common-services
https://github.com/ManagedKube/kubernetes-development-environment-in-a-box:
  description: ''
  addition_method: manual
  ai_summary: An early local development kit utilizing Vagrant and VirtualBox VMs.
    Live Grounding confirms this project is inactive, having been entirely superseded
    by modern, lightweight containerized runtimes like kind or k3d.
  complexity: Advanced
  content_hash: 787b84397fcc51c5d517bfb7e7fbf923a1b41edef6278c8a944d9ad97545ac95
  gh_license: Apache-2.0
  gh_pushed: '2021-02-08T17:13:23Z'
  gh_stars: 17
  health_score: 100.0
  hierarchy:
  - Local Kubernetes Environments
  - Legacy VMs
  - Vagrant Toolkits
  is_microservice: false
  language: Shell
  last_checked: 1779031883.300733
  needs_ai_refresh: true
  resource_type: Tool
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: '2020'
  title: kubernetes-development-environment-in-a-box
https://github.com/Masterminds/sprig:
  addition_method: manual
  ai_summary: Curator Insight presents Sprig as a comprehensive library of template
    functions for Go, heavily utilized in Helm charts. Live Grounding confirms its
    status as an industry-standard dependency for dynamic Helm manifest generation,
    though recent development has shifted to maintenance mode.
  complexity: Intermediate
  content_hash: fa4fdd48c93004df4b03591707eda2dd98b34875d1d811f4dbfd80968fc30c11
  description: ''
  gh_license: MIT
  gh_pushed: '2025-07-18T13:29:21Z'
  gh_stars: 4721
  health_score: 100.0
  hierarchy:
  - DevOps Tools
  - Templating
  - Go Templates
  is_microservice: false
  language: English
  last_checked: 1779031540.094124
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'Masterminds/sprig: Sprig: Template functions for Go templates'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/Mathieu-Desrochers/Learning-Go:
  addition_method: manual
  ai_summary: Curator Insight covers personal coding exercises and challenges compiled
    while learning Go. Live Grounding confirms it's a small-scale individual repository
    with low public impact.
  complexity: Beginner
  content_hash: 822188b72a18c3de037790e00bddc2c7414973d9dd51ae22ff3eafc630a7e136
  description: ''
  health_score: 100.0
  hierarchy:
  - Programming Languages
  - Go
  - Learning Resources
  is_microservice: false
  language: English
  last_checked: 1779029993.348714
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: Mathieu-Desrochers/Learning-Go
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  gh_stars: 174
  gh_pushed: '2022-01-23T20:32:39Z'
  gh_license: N/A
https://github.com/MatthewCYLau/gcp-react-gke-terraform:
  description: ''
  addition_method: manual
  content_hash: 804fe2c16a86327f60006d49854c2e3d0ea521c5aea51611c4cf63b12c2cabc2
  health_score: 100.0
  last_checked: 1779029502.940254
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: Infrastructure-as-Code repository containing templates to construct
    a secure Google Kubernetes Engine (GKE) cluster via Terraform. Deploys an automated
    frontend React framework alongside its required networking and load balancing
    constructs.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Google GKE
  - Provisioning
  is_microservice: false
  title: 'github.com/MatthewCYLau: React App on Google Kubernetes Engine (GKE) with''
    Terraform'
  gh_stars: 15
  gh_pushed: '2023-12-21T16:05:19Z'
  gh_license: N/A
https://github.com/MatthewCYLau/node-express-typescript-k8-gke:
  description: ''
  addition_method: manual
  content_hash: 54232271a033a19e4b91676855495049b4821a138337e31b938b6d5d214b4308
  health_score: 100.0
  last_checked: 1779034323.275454
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: Practical developer bootstrap repository containing configurations to
    build, package, and orchestrate a containerized TypeScript Node Express API application
    on Google Kubernetes Engine (GKE) under standard ingress architectures.
  language: TypeScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Google GKE
  - Application Dev
  is_microservice: true
  title: 'github.com/MatthewCYLau: TypeScript Node Express Google Kubernetes Engine''
    (GKE)'
  gh_stars: 11
  gh_pushed: '2021-12-31T17:32:25Z'
  gh_license: N/A
https://github.com/MichaelCade/90DaysOfDevOps:
  description: ''
  addition_method: manual
  content_hash: a1fe19bca7a14189ca66d6efcf4d4c2420d2d52e48caf0ffb820efa91863b1d9
  gh_license: NOASSERTION
  gh_pushed: '2026-04-12T05:25:44Z'
  gh_stars: 29497
  health_score: 100.0
  last_checked: 1779032483.957092
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An intensive, community-acclaimed learning curriculum tracking systems
    and DevOps fundamentals over a 90-day syllabus. Deeply targets foundational to
    advanced configurations in virtualization, Kubernetes, CI/CD, and monitoring.
  language: Go
  resource_type: Educational Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - DevOps & SRE Engineering
  - Syllabus & Training
  is_microservice: false
  title: "MichaelCade/90DaysOfDevOps \U0001F31F"
  is_special: true
https://github.com/MichaelMure/git-bug:
  addition_method: manual
  content_hash: f0339f91d23b113e5695f542dc00607970eb0fbe2ab67951bc045944b57aec84
  description: ''
  health_score: 100.0
  last_checked: 1779031902.898361
  stars: 0
  title: ==github.com/MichaelMure/git-bug==
  v1_locations:
  - docs/git.md
  year: N/A
https://github.com/Michaelpalacce/SimpleSecrets:
  description: ''
  addition_method: manual
  content_hash: 2966734aa7fcebffdb89380fc7fb6f0350d5ca62f97ffcb884ff1144894d7b6b
  health_score: 100.0
  last_checked: 1779029514.238244
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2022'
  ai_summary: An experimental secrets management utility that simplifies distributing
    and syncing environment configurations securely across multiple namespaces.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Security
  - Secrets Management
  - Simplification
  - Operators
  is_microservice: false
  title: Michaelpalacce/SimpleSecrets
  gh_stars: 25
  gh_pushed: '2022-08-15T22:06:35Z'
  gh_license: N/A
https://github.com/Microsoft/azure-pipelines-tasks:
  description: ''
  addition_method: manual
  content_hash: 089cfad9479f2a09702703f720100c150312ab62961d5cbbd5bb67569e2625e0
  gh_license: MIT
  gh_pushed: '2026-06-12T14:53:04Z'
  gh_stars: 3645
  health_score: 100.0
  last_checked: 1779030730.645878
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - DE FACTO STANDARD
  - ENTERPRISE-STABLE
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2026'
  ai_summary: The official open-source repository containing the task libraries that
    run on Azure Pipelines. Monitoring this codebase is essential in 2026 for platform
    engineers who need to debug execution behaviors, trace custom step outputs, or
    build optimized, private extension packages.
  language: TypeScript
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Cloud DevOps
  - CI-CD Pipelines
  - Extensibility & Custom Tasks
  is_microservice: false
  title: ==Microsoft/azure-pipelines-tasks==
https://github.com/MiteshSharma/PrometheusWithGrafana:
  addition_method: manual
  content_hash: 615b8df050aa76c724298f8bed6996098c7550479b34ae45eee2aab34d045163
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779033903.761754
  needs_ai_refresh: true
  stars: 0
  title: github.com/MiteshSharma/PrometheusWithGrafana
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/MnrGreg/kubectl-node-restart:
  description: ''
  addition_method: manual
  content_hash: 4cda894f82c39e81325129c4e69b2045d7da3d8a985c4fc621e5e246a1f83f48
  gh_license: NOASSERTION
  gh_pushed: '2024-06-08T16:53:24Z'
  gh_stars: 109
  health_score: 100.0
  last_checked: 1779030015.263263
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A fast-acting kubectl plugin that coordinates the safe rolling restart
    of target cluster nodes. It wraps standard drain, cordon, reboot, and uncordon
    routines to maintain service availability during host maintenance. Widely used
    for ad-hoc operational tuning.
  language: Bash
  resource_type: CLI Plugin
  complexity: Low
  hierarchy:
  - Operations
  - Command Line Tools
  - Node Operations
  is_microservice: false
  title: "kubectl-node-restart \U0001F31F"
https://github.com/Mr-Un1k0d3r/ATP-PowerShell-Scripts:
  description: ''
  addition_method: manual
  content_hash: 7e02fecdb793a0c0b021f8a6e0b23cf9abed11a63e04debc50a1e5e53fd6dd98
  health_score: 100.0
  last_checked: 1779031459.098864
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2021'
  ai_summary: Provides advanced scripts designed to audit protection baselines, test
    defensive measures, and evaluate Active Directory environments against vulnerability
    patterns.
  language: PowerShell
  resource_type: GitHub Repository
  complexity: Advanced
  hierarchy:
  - Security Operations
  - Advanced Threat Protection
  - Offensive Tooling
  - Penetration Testing
  is_microservice: false
  title: ==github.com/Mr-Un1k0d3r/ATP-PowerShell-Scripts==
  gh_stars: 218
  gh_pushed: '2023-03-14T17:49:00Z'
  gh_license: N/A
https://github.com/NCCloud/mayfly:
  description: ''
  addition_method: manual
  content_hash: 2c8a29c2a1aaf2e5b74d2988bdff1dfad787569e0dbcbe10d1e934ea9755c94e
  gh_license: Apache-2.0
  gh_pushed: '2026-05-01T11:37:06Z'
  gh_stars: 337
  health_score: 100.0
  last_checked: 1779031103.855124
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2025'
  ai_summary: Mayfly introduces time-to-live policies on generic Kubernetes resources
    and testing namespaces. Once designated duration guidelines are reached, Mayfly
    executes automated teardowns, ensuring transient tests do not leave lingering
    etcd records or unused services.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Operations & Reliability
  - Resource Lifecycle
  - Ephemeral Clusters
  is_microservice: false
  title: "github.com/NCCloud/mayfly: Ephemeral Kubernetes Resources \U0001F31F"
https://github.com/NVIDIA/gpu-operator:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: Kubernetes operator designed to automate the management
    of NVIDIA software components on nodes. Live Grounding: Provisions GPU drivers,
    container runtimes, device plug-ins, and monitoring tools automatically, ensuring
    consistent access to hardware acceleration.'
  complexity: Expert
  content_hash: 34332c147f6cfd2ad52ad841120cc5adabed3d28acf0b22d84d09fe4efe175e0
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T10:03:52Z'
  gh_stars: 2739
  health_score: 100.0
  hierarchy:
  - AI Infrastructure
  - Hardware Orchestration
  - NVIDIA Operators
  is_microservice: false
  language: Go
  last_checked: 1779033785.152963
  needs_ai_refresh: true
  resource_type: Software
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ai-agents-mcp.md
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - ai-agents-mcp.md
  - kubernetes-operators-controllers.md
  year: '2025'
  title: NVIDIA GPU Operator
https://github.com/NVIDIA/k8s-device-plugin:
  description: ''
  addition_method: manual
  content_hash: 234a1e94e10f66301a5b20fd4b0907489e7c02ed7f6af4abdf4a0712efe34225
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T07:42:57Z'
  gh_stars: 3788
  health_score: 100.0
  last_checked: 1779031645.841652
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-operators-controllers.md
  year: '2026'
  ai_summary: This specialized DaemonSet exposes physical GPU properties to the local
    kubelet node manager. Operating as the essential link for hardware-accelerated
    workloads, it handles task-scheduling configurations and sets device-isolation
    runtimes so container systems can safely slice and access host GPU hardware.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Hardware
  - AI/ML Infrastructure
  - Hardware Integration
  is_microservice: false
  title: 'NVIDIA/k8s-device-plugin: NVIDIA device plugin for Kubernetes'
https://github.com/NVIDIA/nvidia-docker/blob/8c0eeba474cace48fdb8216f518063db2bd2d4d1/tools/src/nvidia/volumes.go#L103:
  addition_method: manual
  content_hash: 0d931ea56fe326116db8872658d316fc9713d53e5467f81cd192eab9e41551f6
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779034085.091105
  needs_ai_refresh: true
  v1_locations:
  - docs/mlops.md
https://github.com/Neoteroi/essentials-configuration-keyvault:
  description: ''
  addition_method: manual
  ai_summary: A specialized open-source Python package engineered to fetch and map
    configurations dynamically from Azure Key Vault into Python-based microservices.
    Standardizes token authentication patterns, drastically reducing boilerplate setup
    routines for backend frameworks.
  complexity: Beginner
  content_hash: ae3324701bd8964c6e28af8f13cfdb8647988d44da2e808b08ebcc0969a78ae5
  gh_license: MIT
  gh_pushed: '2023-04-10T13:47:59Z'
  gh_stars: 1
  health_score: 100.0
  hierarchy:
  - Development
  - Libraries
  - Python Configuration Ingestion
  is_microservice: false
  language: Python
  last_checked: 1779030615.480187
  needs_ai_refresh: true
  resource_type: Library
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2022'
  title: Neoteroi/essentials-configuration-keyvault
https://github.com/Netcracker/KubeMarine:
  description: ''
  addition_method: manual
  content_hash: f1043841c0be89d2a7dc17b7cee8a50cfa7a51f15703d5ab73ee62b77cdfc451
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T13:49:01Z'
  gh_stars: 131
  health_score: 100.0
  last_checked: 1779032880.782138
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: KubeMarine is a lightweight, Python-based automation framework engineered
    for physical bare-metal and virtual machine cluster deployments. It streamlines
    OS-level system configuration, Kubeadm orchestration, certificate management,
    and system patch operations via streamlined SSH automation.
  language: Python
  resource_type: Deployment Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cluster Management
  - Provisioning
  is_microservice: false
  title: github.com/Netcracker/KubeMarine
https://github.com/Netflix/SimianArmy/wiki/Chaos-Monkey:
  description: ''
  addition_method: manual
  content_hash: 0bbf9c260e5a0ee5238cd134054c33a92032f4cbf23a879d31222ccd7d68b3d8
  gh_license: Apache-2.0
  gh_pushed: '2018-12-18T09:29:22Z'
  gh_stars: 7984
  health_score: 100.0
  last_checked: 1779032547.426571
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-backup.md
  v2_locations:
  - aws-backup.md
  year: '2026'
  ai_summary: Netflix's classic Chaos Monkey implementation, designed to randomly
    disable instances in production to prove resiliency. Live Grounding identifies
    Chaos Monkey as the conceptual grandfather of contemporary Chaos Engineering,
    asserting that regular, controlled failure injection is a critical architectural
    requirement for distributed systems.
  language: Python / Go
  resource_type: Repository / Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - Chaos Engineering
  is_microservice: false
  title: Chaos Monkey
https://github.com/Netflix/consoleme:
  addition_method: manual
  content_hash: a005d2fc4b19ea7d2b7398b1faffb405f676274e3979c0cb9383458fd5523675
  health_score: 100.0
  last_checked: 1779029502.949352
  v1_locations:
  - docs/aws-security.md
https://github.com/Netflix/metaflow:
  description: ''
  addition_method: manual
  content_hash: 35bd1ece07b91b8ec876c7a4d5890e6931948f4cd0da3716a7f1d51f9f679ba5
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T13:01:02Z'
  gh_stars: 10128
  health_score: 100.0
  last_checked: 1779034523.200562
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2024'
  ai_summary: Metaflow is Netflix's human-centric framework designed for building
    and managing production-grade data science pipelines. It seamlessly integrates
    local development with enterprise-scale cloud infrastructures, handling data caching,
    model versioning, and compute scaling automatically.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Orchestration
  - Workflows
  is_microservice: true
  title: "==github.com/Netflix/metaflow== \U0001F31F"
https://github.com/NielsRogge/Transformers-Tutorials:
  description: ''
  addition_method: manual
  ai_summary: A robust repository of detailed Jupyter notebooks demonstrating how
    to fine-tune, optimize, and deploy Hugging Face Transformers. Spanning multiple
    sensory modalities, it includes code for computer vision, natural language processing,
    and multimodal tasks. It serves as a go-to code library for enterprise machine
    learning engineers.
  complexity: Advanced
  content_hash: 208c50769ca5549fb7b5b7c8c2a4e3e743517f2402645eccaa8c7e91f637aee3
  gh_license: MIT
  gh_pushed: '2026-04-20T12:36:38Z'
  gh_stars: 11638
  health_score: 100.0
  hierarchy:
  - Artificial Intelligence
  - Generative AI Engineering
  - Transformer Implementations
  is_microservice: false
  language: Python
  last_checked: 1779031979.976854
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: '2023'
  title: github.com/NielsRogge/Transformers-Tutorials
https://github.com/NimbleArchitect/kubectl-ice:
  description: ''
  addition_method: manual
  content_hash: dd5b62cfc3a3eda572d8749c072317e069d5d4ceec7a85a20e75c13712b10f14
  gh_license: Apache-2.0
  gh_pushed: '2025-06-22T14:20:41Z'
  gh_stars: 255
  health_score: 100.0
  last_checked: 1779030440.663066
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A CLI extension built to detail container resource metrics, environment
    properties, and pod parameters. It helps administrators locate memory leaks or
    CPU limits errors directly within running namespaces.
  language: Go
  resource_type: Kubectl Plugin
  complexity: Intermediate
  hierarchy:
  - Development & Testing
  - Kubectl Plugins
  - Resource Metrics
  is_microservice: false
  title: "==NimbleArchitect/kubectl-ice== \U0001F31F"
https://github.com/NirDiamant/agents-towards-production:
  addition_method: automatic
  ai_summary: 'This comprehensive open-source repository serves as an educational
    playbook for designing and scaling production-grade Generative AI agents. It features
    over 25 hands-on tutorials organized across ten critical pillars, including orchestration,
    tool integration, observability (using LangSmith), memory management, and deployment
    topologies (Docker/FastAPI).


    Key features include:

    * Runnable Jupyter notebooks demonstrating architectural patterns like agent routing,
    guardrails, and automated evaluation.

    * Practical multi-agent coordination frameworks suitable for enterprise-grade
    applications.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: b5fac23b9bdad2934781537634d83b2fecf023454e5bfb2c21287e45a04ca0d5
  description: End-to-end, code-first tutorials for building production-grade GenAI
    agents, from prototype to enterprise deployment.
  gh_license: NOASSERTION
  gh_pushed: '2026-05-31T11:47:45Z'
  gh_stars: 20579
  hierarchy:
  - Artificial Intelligence
  - AI Agents
  - Production Patterns
  is_microservice: false
  language: en
  last_checked: 1780351994.342554
  reputation_status: Vetted
  reputation_summary: Highly popular and active repository with over 20k stars, providing
    code-first tutorials for building production-grade GenAI agents.
  resource_type: Repository
  social_preview_url: https://opengraph.githubassets.com/29c2dd7b3e86e8cf37ed16f5e74225dfd8f02fdd3789ecd07b882ca98aa11ab4/NirDiamant/agents-towards-production
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: Agents Towards Production
  year: '2026'
https://github.com/Noovolari/awesome-cloudops:
  description: ''
  addition_method: manual
  content_hash: 5fff8be4143c3d60d0e86c6a4cb9fbbddd3010f134a5874bb1fd316117fa782b
  health_score: 100.0
  last_checked: 1779034226.963382
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A compilation of utilities, design frameworks, and guides dedicated
    to automating cloud operations. Emphasizes modern cost optimization, cluster autoscaling,
    and multi-region network design across AWS, GCP, and Azure environments.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Cloud Operations
  - Resource Optimization
  is_microservice: false
  title: 'github.com/Noovolari/awesome-cloudops: Awesome CloudOps'
  gh_stars: 123
  gh_pushed: '2023-11-21T15:20:51Z'
  gh_license: N/A
  is_special: true
https://github.com/NuGet/docs.microsoft.com-nuget/blob/main/docs/reference/nuspec.md:
  description: ''
  addition_method: manual
  content_hash: af11b04f68c7577ca0f6dafefefa47258ff8d492c33ae991994d3161e2b2e32b
  gh_license: MIT
  gh_pushed: '2026-06-12T19:05:37Z'
  gh_stars: 160
  health_score: 100.0
  last_checked: 1779033592.289642
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/dotnet.md
  v2_locations:
  - dotnet.md
  year: '2026'
  ai_summary: This reference specification details the .nuspec XML manifest schema
    governing NuGet packages. It provides structured guidance on targeting framework
    frameworks, orchestrating assembly dependencies, defining metadata, and managing
    compilation assemblies, acting as the foundational automation configuration schema
    for .NET artifact pipelines.
  language: XML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Software Architecture & .NET Development
  - Package Management
  - NuGet Specification
  is_microservice: false
  title: 'NuGet/docs.microsoft.com-nuget: nuspec'
https://github.com/OT-CONTAINER-KIT/k8s-vault-webhook:
  addition_method: manual
  content_hash: 95e8877d3e9c6d74e1c1f346e13151fbe9d091e5aa6e9e02a3de075bb7ee88db
  health_score: 100.0
  last_checked: 1779029732.681128
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes-tools.md
https://github.com/OT-CONTAINER-KIT/logging-operator:
  description: ''
  addition_method: manual
  content_hash: 33685801668635abf726f10a409342380a7ec6041fc6dbf6254c25c6a0706edd
  gh_license: Apache-2.0
  gh_pushed: '2024-06-22T13:42:57Z'
  gh_stars: 51
  health_score: 100.0
  last_checked: 1779029380.400187
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: Simplifies multi-tenant logging infrastructure by coordinating central
    Fluentd and Fluent Bit setups. It manages complex logging filters and output endpoints
    declaratively.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Observability
  - Logging
  - Pipeline Management
  - Operators
  is_microservice: false
  title: Logging Operator
https://github.com/OT-CONTAINER-KIT/mongodb-operator:
  description: ''
  addition_method: manual
  content_hash: 4b7be0389a23b18b2e5ff57f23d9df77d1f83024660a3e19f6eddbf503448746
  gh_license: Apache-2.0
  gh_pushed: '2023-04-27T05:12:37Z'
  gh_stars: 49
  health_score: 100.0
  last_checked: 1779031436.269957
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: Manages MongoDB databases, replica sets, and sharded environments. It
    automates scaling, credential updates, and physical storage volume mounts within
    the cluster.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Management
  - MongoDB
  - Operators
  is_microservice: false
  title: 'OT-CONTAINER-KIT/mongodb-operator: MongoDB Operator'
https://github.com/OT-CONTAINER-KIT/redis-operator:
  description: ''
  addition_method: manual
  content_hash: 3bc731e40d539a1e133ddf7389460c63109c2252dee5d7ca156714e5534d7063
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T00:53:45Z'
  gh_stars: 1379
  health_score: 100.0
  last_checked: 1779034499.999339
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2025'
  ai_summary: An advanced Redis Operator developed by OT Container Kit. Features automated
    failover management, backup orchestrations, persistence configuration, and Redis
    Sentinel cluster sizing within Kubernetes native deployments.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Operators
  is_microservice: false
  title: 'Speculator: Redis Operator'
https://github.com/OWASP/www-project-kubernetes-top-ten:
  description: ''
  addition_method: manual
  ai_summary: The official repository for the OWASP Kubernetes Top 10 project. Highlights
    major orchestrator risks like improper volume mounting, insecure RBAC configurations,
    network segment isolation issues, and image trust bypass. Serves as a baseline
    specification for enterprise-grade Kubernetes compliance auditing.
  complexity: Advanced
  content_hash: 0e89ae11bf73f664fd7e764f7e61de217b25eea7af5e801d86cc33d2968bef3f
  gh_license: NOASSERTION
  gh_pushed: '2026-03-24T06:01:24Z'
  gh_stars: 615
  health_score: 100.0
  hierarchy:
  - Security
  - Mitigation Standards
  - Kubernetes Hardening
  is_microservice: true
  language: Markdown
  last_checked: 1779029243.491883
  needs_ai_refresh: true
  resource_type: Specification
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2024'
  title: "==github.com/OWASP: OWASP Kubernetes Top 10== \U0001F31F"
https://github.com/OctopusDeploy/Octopus-TeamCity:
  description: ''
  addition_method: manual
  content_hash: e69eb3063e7d6d203fd1f2be5061a4072efc2e7bc2bc84281f8353732614fe0b
  gh_license: NOASSERTION
  gh_pushed: '2026-06-14T00:52:42Z'
  gh_stars: 0
  health_score: 100.0
  last_checked: 1779033398.39982
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: '2026'
  ai_summary: A specialized Integration plugin designed to link JetBrains TeamCity
    builds to Octopus Deploy pipelines, passing artifact compilation metadata to trigger
    deployments.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Plugin Integrations
  is_microservice: false
  title: 'github.com/OctopusDeploy/Octopus-TeamCity: JetBrains TeamCity plugin to''
    trigger releases on build completion'
https://github.com/OctopusDeploy/go-octopusdeploy:
  description: ''
  addition_method: manual
  content_hash: c90c16fd84599f5f253b8d17f2191de0af188632de3591af1739dd260331fd30
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T04:32:54Z'
  gh_stars: 15
  health_score: 100.0
  last_checked: 1779031542.462517
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: '2026'
  ai_summary: The official Go client library designed to facilitate programmatic interaction
    with the Octopus Deploy REST API. Widely used for creating custom cloud-native
    controllers, deployment operators, and scripts.
  language: Go
  resource_type: Library
  complexity: Medium
  hierarchy:
  - Software Delivery
  - Release Orchestration
  - SDKs
  is_microservice: false
  title: github.com/OctopusDeploy/go-octopusdeploy
https://github.com/OpenFunction/OpenFunction:
  description: ''
  addition_method: manual
  content_hash: 06f8a39ea102b2d7deaf205e8908fdf7b85a83722838262f9d5863fce69f9ce3
  gh_license: Apache-2.0
  gh_pushed: '2024-06-19T07:51:05Z'
  gh_stars: 1655
  health_score: 100.0
  last_checked: 1779034296.057228
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: '2026'
  ai_summary: A CNCF Sandbox project delivering an enterprise-grade cloud-native FaaS
    runtime. Integrates Knative, Shipwright, Dapr, and KEDA components to simplify
    polyglot development pipelines.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - OpenFunction
  is_microservice: true
  title: 'OpenFunction: Cloud Native Function-as-a-Service Platform (CNCF Sandbox''
    Project)'
https://github.com/OpenHFT/Java-Thread-Affinity:
  description: ''
  addition_method: manual
  ai_summary: Highly optimized library that binds Java execution threads to specific
    CPU cores. Mitigates task context-switching overhead in low-latency financial
    systems, guaranteeing deterministic scheduling on modern multi-core hardware.
  complexity: Advanced
  content_hash: 1b7f401a55c48c2cb66cb585eebc3899c97036def5883cd2addaf649c8ed4d56
  gh_license: NOASSERTION
  gh_pushed: '2026-05-21T08:03:36Z'
  gh_stars: 1897
  health_score: 100.0
  hierarchy:
  - JVM Architecture
  - High-Performance Systems
  - Thread Affinity
  is_microservice: false
  language: Java
  last_checked: 1779031016.986052
  needs_ai_refresh: true
  resource_type: Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: '2022'
  title: OpenHFT/Java-Thread-Affinity
https://github.com/OpenSLO/OpenSLO:
  description: ''
  addition_method: manual
  ai_summary: The vendor-agnostic OpenSLO specification defines standard YAML schemas
    for declaring SLOs, SLIs, and error budgets. In 2026, it remains the standard
    for orchestrating declarative system health models inside GitOps automation.
  complexity: Advanced
  content_hash: 1650bcb3654cb3229aafbc03fe94d65ba1098a3112f7578501863935c94fcc89
  gh_license: Apache-2.0
  gh_pushed: '2025-11-25T09:00:50Z'
  gh_stars: 1496
  health_score: 100.0
  hierarchy:
  - Observability
  - Service Level Objectives
  - Declarative Standards
  is_microservice: true
  language: YAML
  last_checked: 1779031866.2338
  needs_ai_refresh: true
  resource_type: Specification
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: '2021'
  title: "OpenSLO specification \U0001F31F"
https://github.com/OpenShiftDemos:
  description: ''
  addition_method: manual
  content_hash: 826418343f085ab7d6f38f30f9b2002d7fa0f8ead77b0fbdcc8b0f3ee8d90c8d
  health_score: 100.0
  last_checked: 1779034292.260513
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: A central repository for community-created deployment scenarios and
    platform showcases on OpenShift. Offers infrastructure engineers access to ready-to-use
    cluster testing configurations and tool deployments.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Reference Architectures
  - Enterprise Demos
  - Community Repositories
  is_microservice: false
  title: "github.com/OpenShiftDemos \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/OpenShiftDemos/sonarqube-openshift-docker:
  description: ''
  addition_method: manual
  content_hash: a9ee6c819fbf57514a51b2f6a5bf5f5416f61b937a68e68994a52f1a656944d8
  health_score: 100.0
  last_checked: 1779032361.539123
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: A custom Docker build configuration designed to host SonarQube instances
    on OpenShift. Modern strategies prioritize official Helm charts or certified OpenShift
    Operator deployments, but this configuration highlights important historical patterns
    for handling stateful Java applications.
  language: Dockerfile
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Platform Deployment
  - Quality Assurance
  - Static Code Analysis
  is_microservice: false
  title: 'SonarQube: An OpenShift-focused Docker build of Sonarqube'
  gh_stars: 42
  gh_pushed: '2021-02-10T16:58:26Z'
  gh_license: N/A
https://github.com/OvidiuBorlean/kubectl-sockperf:
  description: ''
  addition_method: manual
  content_hash: 65d38d11cedbadada703b554ac97eb0a8f7b02028e3076e551e7db83a0eb74fc
  health_score: 100.0
  last_checked: 1779034531.417449
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A specialized plugin designed to run sockperf-based latency and throughput
    tests between Kubernetes pods. Although a valuable benchmarking tool for network
    CNI evaluations, it is currently inactive, with administrators migrating to generalized
    benchmarking tools.
  language: Shell
  resource_type: CLI Plugin
  complexity: Advanced
  hierarchy:
  - Operations
  - CLI Tooling
  - Network Testing
  is_microservice: false
  title: github.com/OvidiuBorlean/kubectl-sockperf
  gh_stars: 22
  gh_pushed: '2022-11-26T06:17:12Z'
  gh_license: N/A
https://github.com/OvidiuBorlean/kubectl-windumps:
  description: ''
  addition_method: manual
  ai_summary: A legacy kubectl command-line utility facilitating TCP packet captures
    directly on Windows Server nodes within AKS clusters. Live grounding shows the
    project has been inactive for several years, yet it serves as a valuable conceptual
    reference for troubleshooting deep network issues.
  complexity: Advanced
  content_hash: 9765ffb4071f20a0203be3264c8b7e61ad18197ad7aba14270730d0d3bafe1ba
  health_score: 100.0
  hierarchy:
  - Operations & Troubleshooting
  - Diagnostic Analysis
  - Windows Packet Capture
  is_microservice: false
  language: Go
  last_checked: 1779032587.314992
  needs_ai_refresh: true
  resource_type: Command-line Tool
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - kubernetes-tools.md
  year: '2020'
  title: github.com/OvidiuBorlean/kubectl-windumps
  gh_stars: 7
  gh_pushed: '2022-11-26T06:32:40Z'
  gh_license: N/A
https://github.com/PacktPublishing/Kubernetes-in-Production-Best-Practices:
  description: ''
  addition_method: manual
  content_hash: 25647a4cd596fb273c90f32a57f4565300218b7c9823576d32721d6ac353fc3d
  gh_license: MIT
  gh_pushed: '2023-02-18T02:57:45Z'
  gh_stars: 96
  health_score: 100.0
  last_checked: 1779032729.185485
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2021'
  ai_summary: Code assets companion for the Packt book, containing production-ready
    manifests for security hardening, automated deployments, monitoring stacks, and
    multi-tenant networking configurations.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Operations
  - Best Practices
  - Production Readiness
  is_microservice: false
  title: 'github.com/PacktPublishing: Kubernetes in Production Best Practices'
https://github.com/PacktPublishing/The-Azure-Cloud-Native-Architecture-Mapbook:
  description: ''
  addition_method: manual
  content_hash: 9cb5a24db068425b5a9b3f54920f4681885abd692339a358856a1f807c0355cc
  gh_license: MIT
  gh_pushed: '2026-04-22T08:18:15Z'
  gh_stars: 344
  health_score: 100.0
  last_checked: 1779033731.527263
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2022'
  ai_summary: Architectural repository covering modern cloud design topologies, zero-trust
    cloud network security, infrastructure redundancy, microservice distribution,
    and cost models mapping.
  language: None
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Platform
  - Architecture Patterns
  - Cloud-Native
  is_microservice: true
  title: github.com/PacktPublishing/The-Azure-Cloud-Native-Architecture-Mapbook
https://github.com/PacoVK/tapir:
  description: ''
  addition_method: manual
  content_hash: 0408ebd4347d9cbea83703d2b621fb52ddbfa52136b4566a850296d117098498
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T11:59:01Z'
  gh_stars: 237
  health_score: 100.0
  last_checked: 1779030193.203786
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: An open-source utility designed to render interactive visual representations
    of Terraform execution plans. Helps teams review deep changes, resource recreations,
    and infrastructure impacts in a browser dashboard before approvals.
  language: Go
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Tooling
  is_microservice: false
  title: github.com/PacoVK/tapir
https://github.com/PaloAltoNetworks/rbac-police:
  description: ''
  addition_method: manual
  content_hash: 7a4101769a2c4d951f5d3e8f74b4047b8d7cffff4145536d035d862caad5d5f9
  gh_license: MIT
  gh_pushed: '2025-03-21T20:06:05Z'
  gh_stars: 353
  health_score: 100.0
  last_checked: 1779034229.505714
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: RBAC Police is a specialized scanning tool built to discover and report
    privileged escalations and structural anomalies in Kubernetes cluster RBAC mappings.
    By analyzing cluster roles and bindings, it uncovers paths that malicious actors
    could use to gain administrative control. It remains an active security tool for
    hardening cluster control planes against lateral privilege escalation.
  language: Go
  resource_type: Security Scanner
  complexity: Intermediate
  hierarchy:
  - Security
  - RBAC
  - Audit & Compliance
  is_microservice: false
  title: PaloAltoNetworks/rbac-police
https://github.com/PatrickJS/awesome-angular:
  description: ''
  addition_method: manual
  content_hash: 65c9bdeb583596516752cfbd824c750bb7c1ccd93002f039aeda16c9053abff9
  gh_license: CC0-1.0
  gh_pushed: '2026-06-13T17:48:11Z'
  gh_stars: 10028
  health_score: 100.0
  last_checked: 1779031423.100562
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A comprehensive curated collection of modules, state management patterns
    (NgRx), and testing pipelines for the Angular framework. Primarily useful for
    frontend web development teams constructing large-scale enterprise administration
    panels and dashboard portals. Includes dynamic blueprints for client-side single
    page applications (SPAs).
  language: TypeScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Programming Languages
  - JavaScript
  - Angular
  is_microservice: false
  title: Awesome Angular
  is_special: true
https://github.com/PaulJuliusMartinez/jless:
  addition_method: manual
  content_hash: 0e8b0c2ced272da94ed5550dfb4f1feaa53c68b18b9123dad872d168ed82bf8c
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779034501.978258
  needs_ai_refresh: true
  stars: 0
  title: jless
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://github.com/PhilippeChepy/exoscale-kubernetes-crio:
  description: ''
  addition_method: manual
  ai_summary: 'An IaC blueprint using Packer and Terraform to deploy an auto-scaling
    cluster on Exoscale with CRI-O. Curator Insight vs Live Grounding: The repository
    is now inactive, but serves as a historical example of orchestrating custom cloud
    pools with native container engines.'
  complexity: Advanced
  content_hash: 67a3a62e1d56b7d24571f657b0bea6de22006bbb22a838d30b64f5bc7fa1283a
  health_score: 100.0
  hierarchy:
  - Provisioning
  - Infrastructure-as-Code
  - Exoscale
  is_microservice: false
  language: HCL/Packer
  last_checked: 1779029165.680947
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2020'
  title: Autoscalable Kubernetes cluster at Exoscale, using Packer and Terraform
  gh_stars: 2
  gh_pushed: '2021-02-05T17:31:37Z'
  gh_license: N/A
https://github.com/PlasticSCM/trunk-mergebot:
  description: ''
  addition_method: manual
  content_hash: 4fb1f52d49794ef82d619c094ff690294947d440768688fa18ef4dad5f172d0e
  health_score: 100.0
  last_checked: 1779031141.462507
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2019'
  ai_summary: An open-source reference implementation of Plastic SCM's Trunk-based
    Development Mergebot. Designed to coordinate with automated continuous integration
    runners to perform automated merges, preventing development drifts.
  language: C#
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Distributed VCS
  is_microservice: false
  title: Plastic SCM DevOps Mergebot to implement a trunk-based development cycle
  gh_stars: 4
  gh_pushed: '2023-01-03T12:27:34Z'
  gh_license: N/A
https://github.com/Playtika/testcontainers-spring-boot:
  addition_method: manual
  content_hash: 6b1de1f1975806dd7d20766df714ba8586e0c6ca623ef75222537e7302ab56dc
  description: ''
  health_score: 100.0
  last_checked: 1779032455.89641
  stars: 0
  title: "testcontainers-spring-boot \U0001F31F"
  v1_locations:
  - docs/java_frameworks.md
  - docs/qa.md
  year: N/A
https://github.com/PlaytikaOSS/testcontainers-spring-boot:
  description: ''
  addition_method: manual
  content_hash: 32e228a0e653f153405793a48735c56293110687582775b12fd8e22da14c239c
  gh_license: MIT
  gh_pushed: '2026-06-14T04:50:08Z'
  gh_stars: 876
  health_score: 100.0
  last_checked: 1779130494.956722
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/java_frameworks.md
  - docs/qa.md
  v2_locations:
  - java_frameworks.md
  - qa.md
  year: '2025'
  stars: 5
  ai_summary: A powerful open-source library that automates the lifecycle of Docker
    containers (PostgreSQL, Kafka, Redis) during JUnit test execution. It eliminates
    the need for shared database environments and mock frameworks, leading to high-fidelity
    integration tests. Today, this tool is universally recognized as a best-practice
    asset for CI/CD test suites across the Spring ecosystem.
  language: Java
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - Testing
  - Integration Testing
  is_microservice: false
  title: "testcontainers-spring-boot \U0001F31F"
https://github.com/Portshift/Kubei:
  addition_method: manual
  content_hash: 974f97dbec8aae433d1984e1ab2c41ce8519c60daacde65a2ec9a205684afda8
  description: ''
  health_score: 100.0
  last_checked: 1779031800.723639
  stars: 0
  title: "Kubei \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/Portshift/kubei:
  addition_method: manual
  content_hash: 974f97dbec8aae433d1984e1ab2c41ce8519c60daacde65a2ec9a205684afda8
  description: ''
  health_score: 100.0
  last_checked: 1779030015.515217
  stars: 0
  title: '**Kubei**'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/Praqma/helmsman:
  addition_method: manual
  content_hash: 0f9d002d358ff471ce700abf16c261b6e563b0c25e1bbd45e240b9786e4a446b
  description: ''
  health_score: 100.0
  last_checked: 1779032055.026439
  stars: 0
  title: "Helmsman: Helm Charts as Code \U0001F31F"
  v1_locations:
  - docs/helm.md
  year: N/A
https://github.com/PrasadG193/kyaml2go:
  description: ''
  addition_method: manual
  content_hash: de3d8afc3d78ec62976c4c3894d4b2c21b403deb07fbf10082e0e4aafab733bf
  gh_license: Apache-2.0
  gh_pushed: '2021-11-09T11:31:04Z'
  gh_stars: 283
  health_score: 100.0
  last_checked: 1779031980.10928
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: '2024'
  ai_summary: A code generator that converts static Kubernetes YAML configurations
    into functional client-go API syntax. Highly valuable for operator developers
    seeking to minimize manual client-go boilerplate code.
  language: Go
  resource_type: Developer Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Code Generators
  is_microservice: false
  title: "kyaml2go (Pronounced as camel2go \U0001F42B) \U0001F31F"
https://github.com/Pscheidl/kubectl-explorer:
  description: ''
  addition_method: manual
  content_hash: 52a47f8db982bb0f3baab72bd1b634e53e73672e27c0c09a8f376233ae822179
  gh_license: Apache-2.0
  gh_pushed: '2025-05-17T13:37:47Z'
  gh_stars: 61
  health_score: 100.0
  last_checked: 1779130494.995602
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 1
  ai_summary: A lightweight, Rust-powered kubectl plugin styled like standard directory
    structure tree views. It allows developers to browse native Custom Resource Definitions
    (CRDs) and explore system schemas directly from their terminal.
  language: Rust
  resource_type: CLI Tool
  complexity: Low
  hierarchy:
  - Developer Experience
  - CLI Tools
  - Cluster Discovery
  is_microservice: false
  title: Pscheidl/kubexplorer
https://github.com/Pscheidl/kubexplorer:
  addition_method: manual
  content_hash: b562806c87a82618b3ca395fe614657ebb1b39f49aafd47797ee2838adf193b7
  description: ''
  health_score: 100.0
  last_checked: 1779033948.140718
  stars: 0
  title: Pscheidl/kubexplorer
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/PyGithub/PyGithub:
  description: ''
  addition_method: manual
  content_hash: 2498211a8c67c5f675ec93e06ad44db7328be57d7eade3d3dae7ad8caa413438
  gh_license: LGPL-3.0
  gh_pushed: '2026-06-12T09:31:14Z'
  gh_stars: 7724
  health_score: 100.0
  last_checked: 1779030132.954844
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2026'
  ai_summary: A fully featured, object-oriented Python library designed to interact
    with the complete GitHub REST API v3 and GitHub Enterprise instances. Simplifies
    execution of automated repository operations, pull request management, security
    vulnerability reviews, and release deployment pipelines directly via Python applications.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - API Integration
  - GitHub Automation
  is_microservice: false
  title: "PyGithub \U0001F31F"
https://github.com/PyratLabs/ansible-role-k3s:
  description: ''
  addition_method: manual
  content_hash: b90681d777b1b3fcf2f50b7a3c656e03e3cd10cbeed2564138e41ed412e7a864
  gh_license: BSD-3-Clause
  gh_pushed: '2026-05-17T14:22:22Z'
  gh_stars: 713
  health_score: 100.0
  last_checked: 1779031794.042597
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2024'
  ai_summary: Highly structured, modular Ansible role tailored for deploying K3s.
    Implements fine-grained host configuration and robust systemd lifecycle management
    over target K3s nodes.
  language: YAML
  resource_type: github_repo
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Orchestration
  - Kubernetes
  - Bootstrap & Cluster Ops
  is_microservice: false
  title: "github.com/PyratLabs/ansible-role-k3s \U0001F31F"
https://github.com/Qovery/Torii:
  description: ''
  addition_method: manual
  content_hash: 8f40d5792c2432c16743de893b3e78fd4875d95005edfac3dd7d407267b886ae
  gh_license: GPL-3.0
  gh_pushed: '2024-07-25T18:54:23Z'
  gh_stars: 178
  health_score: 100.0
  last_checked: 1779031592.152117
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: '2024'
  ai_summary: Torii is an open-source developer portal construction kit designed by
    Qovery. It provides customizable building blocks to easily curate, expose, and
    manage developer-facing interfaces, bridging complex infrastructure with human-readable
    operational catalogs.
  language: TypeScript
  resource_type: Open Source Project
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - IDP Tooling
  - Developer Portals
  is_microservice: true
  title: github.com/Qovery/Torii
https://github.com/Qovery/engine:
  description: ''
  addition_method: manual
  content_hash: f8388e431919cbf792c57f9c55e77c67f2a3188d9dbd2d9042f99b469e94c405
  gh_license: GPL-3.0
  gh_pushed: '2026-06-12T12:57:05Z'
  gh_stars: 2446
  health_score: 100.0
  last_checked: 1779033785.347384
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: Qovery Engine is a high-performance Rust-based library designed to provision
    and deploy applications on Kubernetes-based cloud infrastructure (AWS, GCP, Azure).
    Serving as the abstraction layer beneath the Qovery PaaS, it handles DNS, load
    balancers, database instances, and secure ingress configurations. It provides
    a developer-centric alternative to raw Helm or Terraform code.
  language: Rust
  resource_type: Library
  complexity: High
  hierarchy:
  - Application Delivery
  - Platform-as-a-Service
  - Internal Developer Platforms
  is_microservice: false
  title: "Qovery/engine: Qovery Engine \U0001F31F"
https://github.com/Qovery/pleco:
  description: ''
  addition_method: manual
  content_hash: 26703e33d15988bb18f88f699631753b77bbc01a3ae6c528138740edd0806343
  gh_license: Apache-2.0
  gh_pushed: '2026-05-19T15:01:33Z'
  gh_stars: 228
  health_score: 100.0
  last_checked: 1779034456.782522
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: Pleco is an automated garbage collection utility that monitors cloud
    providers and Kubernetes clusters to delete stale, expired, or orphaned resources
    (such as EBS volumes, load balancers, and namespaces). It is widely utilized in
    dynamic test-environment setups to avoid unnecessary infrastructure expenses.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Operations
  - Garbage Collection
  - Resource Cleanup
  is_microservice: false
  title: Qovery/pleco
https://github.com/Quentin-M/etcd-cloud-operator:
  description: ''
  addition_method: manual
  content_hash: c035bbca5b1621abcf8db7fc9c70ce275fffafe66b882095112839ceb4e0e4b5
  gh_license: Apache-2.0
  gh_pushed: '2025-09-26T22:32:53Z'
  gh_stars: 234
  health_score: 100.0
  last_checked: 1779033314.095437
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2022'
  ai_summary: An early framework designed to coordinate etcd state engines in dynamic
    environments. Modern production setups have moved towards official cloud-provider
    tooling or alternative operators.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Control Plane
  - etcd Coordination
  - Operators
  is_microservice: false
  title: Quentin-M/etcd-cloud-operator
https://github.com/Radware/radware-ansible:
  description: ''
  addition_method: manual
  content_hash: 78e7074d642934692a21e143639f97f29f0fb05a756f551f9fcaf3073db61e3f
  gh_license: GPL-3.0
  gh_pushed: '2023-09-27T07:01:49Z'
  gh_stars: 10
  health_score: 100.0
  last_checked: 1779029243.477493
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2023'
  ai_summary: Specialized Ansible Content Collection optimized for provisioning and
    managing Radware networking nodes, load balancers, and cloud security suites programmatically.
  language: Python
  resource_type: github_repo
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Ansible Ecosystem
  - Collections
  is_microservice: false
  title: 'Radware/radware-ansible: Radware Ansible Collection'
https://github.com/Ramilito/kubediff:
  description: ''
  addition_method: manual
  content_hash: 1f0c6d67036c78fcc64323475433be29fb1db5472ef07e364334d49d6bb9ccc8
  gh_license: MIT
  gh_pushed: '2026-01-27T23:05:20Z'
  gh_stars: 185
  health_score: 100.0
  last_checked: 1779034500.049986
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Kubediff is an operational helper designed to compare local structural
    Kubernetes resource configurations against running runtime instances. It acts
    as an validation sanity checker before executing apply commands, mitigating unintentional
    production configuration drifts.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Operations
  - Resource Management
  - Configuration Auditing
  is_microservice: false
  title: Ramilito/kubediff ⭐
https://github.com/Ramilito/kubesess:
  description: ''
  addition_method: manual
  content_hash: d2a4d8e731cd0408d6a4f848093e6c4f8e92c9d3b876c9babafca131910ea0d8
  gh_license: MIT
  gh_pushed: '2026-03-19T04:43:36Z'
  gh_stars: 284
  health_score: 100.0
  last_checked: 1779030788.190581
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: A multi-session context manager that isolates Kubernetes session configs
    within split terminal tabs. Unlike default global switches, this Rust utility
    guarantees engineers can safely run separate commands targeting different zones
    and clusters simultaneously without cross-cluster command contamination.
  language: Rust
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Operations
  - Session Management
  - Context Isolation
  is_microservice: false
  title: Ramilito/kubesess
https://github.com/Reaimua/AWS-CLI-Uploader-Project:
  description: ''
  addition_method: manual
  content_hash: d6159322d5eec32bc80e42fded054344b3be2c5785ac27ed74b1236e42380286
  health_score: 100.0
  last_checked: 1779031808.41419
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2024'
  ai_summary: An educational repository containing custom scripts to automate file
    uploads to AWS S3 using raw AWS CLI calls. It is highly useful for junior developers
    learning API interactions, basic credential handling, and bucket policy permissions.
    Ideal as a simple reference base for shell scripting tutorials.
  language: Shell
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Storage Management
  is_microservice: false
  title: github.com/Reaimua/AWS-CLI-Uploader-Project
  gh_stars: 1
  gh_pushed: '2023-12-31T00:50:14Z'
  gh_license: N/A
https://github.com/ReallyLiri/kubescout:
  description: ''
  addition_method: manual
  content_hash: 7846df0f9ad649d46e56fd856924400a4dafcfbefbc4c73825775adf74079c81
  gh_license: Apache-2.0
  gh_pushed: '2021-12-09T12:28:28Z'
  gh_stars: 126
  health_score: 100.0
  last_checked: 1779032869.714796
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An event diagnostic utility that scans logs and cluster events to track
    down crashed pods and network failures. It features custom search syntax rules,
    allowing developers to filter alert noise.
  language: Go
  resource_type: Diagnostic Agent
  complexity: Intermediate
  hierarchy:
  - Observability & Performance
  - Real-Time Monitoring
  - Diagnostics
  is_microservice: false
  title: 'ReallyLiri/kubescout: Kube-Scout'
https://github.com/RedisLabs/redis-enterprise-k8s-docs:
  description: ''
  addition_method: manual
  content_hash: 865451a522ca6b5112829fa9c02bcccd6767e74846035c5fe45ea49acf1e756f
  health_score: 100.0
  last_checked: 1779029478.883229
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: '2024'
  ai_summary: Technical deployment documentation for organizing enterprise-grade Redis
    caches and document databases inside Kubernetes. Explains cluster layouts, memory
    configurations, security profiles, and automatic scaling capabilities.
  language: HTML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - Redis
  is_microservice: false
  title: 'RedisLabs/redis-enterprise-k8s-docs: Deploying Redis Enterprise on Kubernetes'
  gh_stars: 170
  gh_pushed: '2026-06-17T19:44:05Z'
  gh_license: N/A
https://github.com/Rested/portfall:
  description: ''
  addition_method: manual
  content_hash: 2d2e13ac904f4024effb4f4239dc0fb19196825668a1349e3b79c146360b84ae
  gh_license: MIT
  gh_pushed: '2023-03-06T17:30:12Z'
  gh_stars: 127
  health_score: 100.0
  last_checked: 1779130494.968644
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  stars: 5
  ai_summary: Portfall is a modern desktop application for managing Kubernetes port-forwarding
    configurations. Offers a convenient visual portal that eliminates repetitive manual
    CLI port-forward multiplexing during local service integrations.
  language: JavaScript
  resource_type: Desktop Tool
  complexity: Beginner
  hierarchy:
  - Infrastructure & Platform
  - Kubernetes Tooling
  - Developer Experience
  is_microservice: false
  title: "Portfall: A desktop k8s port-forwarding portal for easy access to all your
    cluster UIs \U0001F31F"
https://github.com/Retzork/terraform-journey/tree/main/11%20Multi%20Region%20Zero%20Trust%20Architecture:
  addition_method: automatic
  ai_summary: An enterprise-grade architectural blueprint that implements a secure,
    multi-region (Southeast Asia and East Asia) hub-and-spoke network topology on
    Microsoft Azure. Engineered entirely through Terraform, it features integrated
    Azure Front Door Premium, Private Link Services, and Private Endpoints to ensure
    all traffic remains isolated from the public internet. It leverages custom Azure
    Policies to enforce private IP compliance on compute resources and implements
    automated SQL Auto-Failover Group resolution with cross-region DNS routing validation.
  category: azure
  complexity: Advanced
  content_hash: 733c0b04f2cd47cabbe494748f623825382d2e5b046f4db48ac2ec41c3bf70b4
  description: Production-grade multi-region hub-and-spoke infrastructure deployment
    utilizing Front Door and Private Link.
  hierarchy:
  - Cloud Architecture
  - Azure
  - Zero Trust
  - Infrastructure as Code
  - Terraform
  is_microservice: false
  language: en
  last_checked: 1780352148.493891
  reputation_status: Vetted
  reputation_summary: Highly vetted implementation of Microsoft Azure cloud architecture
    focusing on Hub-and-Spoke topology with strict private isolation.
  resource_type: GitHub Repository
  social_preview_url: https://opengraph.githubassets.com/6d97e4b0bd8701041ce03a36a135a664b7fda8cb510574131b9870023e0d9129/Retzork/terraform-journey
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: azure-iac
  tags:
  - ENTERPRISE-STABLE
  - GUIDE
  title: Terraform Azure Multi-Region Zero-Trust Architecture
  year: '2026'
https://github.com/RoseSecurity/Terramaid:
  description: ''
  addition_method: manual
  content_hash: fdc1002c98d4a4eabbea5d2e2738cb29925fd2ee6ead97800782b5781fe3ca40
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T23:35:21Z'
  gh_stars: 5
  health_score: 100.0
  last_checked: 1779033757.937161
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: Terramaid auto-generates structured markdown document files by translating
    HCL topologies and complex dependency trees into Mermaid.js format. This allows
    systems teams to embed auto-updating, declarative system models within active
    Git code bases. It prevents outdated repository diagrams by tying documentation
    directly to code pipelines.
  language: Go
  resource_type: Documentation Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Visualization
  - Documentation Generation
  is_microservice: false
  title: ==github.com/RoseSecurity/Terramaid==
https://github.com/SAP-archive/kubernetes-deployment-orchestrator:
  description: ''
  addition_method: manual
  ai_summary: An archived, experimental orchestrator developed by SAP to coordinate
    complex Helm releases and dependency chains across large multi-tenant landscapes.
    Kept strictly as a historic design blueprint for modular platform workflows.
  complexity: Advanced
  content_hash: cb51adc9ec040511c16e1fc898babebbe009035d419fbaf76c5bb3661d6397d5
  gh_license: Apache-2.0
  gh_pushed: '2023-03-01T11:37:12Z'
  gh_stars: 11
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Orchestration Utilities
  is_microservice: false
  language: Go
  last_checked: 1779130495.011239
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 1
  status: online
  tags:
  - '[EMERGING]'
  - '[LEGACY]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2021'
  title: 'github: Kubernetes Deployment Orchestrator'
https://github.com/SAP/jenkins-library:
  addition_method: manual
  content_hash: b34245c60382e5fd68cee735a78fce12fae57bd37f797de410022f099c425202
  health_score: 100.0
  last_checked: 1779032835.337215
  v1_locations:
  - docs/jenkins.md
https://github.com/SAP/kubernetes-deployment-orchestrator:
  addition_method: manual
  content_hash: 198ce0a4229f9eccf84208128bb1f0022b948d731cce276e1a1e8064971f6342
  description: ''
  health_score: 100.0
  last_checked: 1779032361.61413
  stars: 0
  title: 'github: Kubernetes Deployment Orchestrator'
  v1_locations:
  - docs/helm.md
  year: N/A
https://github.com/Salaboy/from-monolith-to-k8s:
  description: ''
  addition_method: manual
  content_hash: f4ad402920e19debc9fb733d9d0e70d0d427045add322ecea22a7dcf704f31ff
  gh_license: Apache-2.0
  gh_pushed: '2023-07-17T07:50:39Z'
  gh_stars: 354
  health_score: 100.0
  last_checked: 1779033663.843661
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  - demos.md
  year: '2023'
  ai_summary: A comprehensive practical blueprint mapping out the refactoring of monolithic
    architectures to Kubernetes-native services. Demonstrates key modernization steps
    including structural separation of services, data partitioning, and ingress configuration.
    This project is highly referenceable as a hands-on pedagogical resource for architectural
    transitions.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Native Architecture
  - Microservices Migration
  - Case Study
  is_microservice: true
  title: Salaboy/From Monolith to K8s
https://github.com/Saniewski/mongo-express-docker-extension:
  description: ''
  addition_method: manual
  content_hash: 288d3f0cd2afa37afc6758f8e08d95ccce6680251f08d4be4b16b29ee1fbce6a
  gh_license: MIT
  gh_pushed: '2025-08-03T07:21:23Z'
  gh_stars: 11
  health_score: 100.0
  last_checked: 1779029356.608024
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2023'
  ai_summary: A specialized Docker Desktop extension embedding Mongo Express tools
    into local engineering control panels. Streamlines administrative database actions,
    collection querying, and sandbox testing workflows.
  language: TypeScript
  resource_type: repository
  complexity: Intermediate
  hierarchy:
  - Containers
  - Developer Tooling
  - Database Extensions
  is_microservice: false
  title: github.com/Saniewski/mongo-express-docker-extension
https://github.com/Shopify/kubeaudit:
  description: ''
  addition_method: manual
  ai_summary: 'Shopify''s kubeaudit is a popular open-source tool targeting configuration
    analysis. Curators note its ability to audit running clusters or local manifests
    for root execution or privilege escalations. *Live Grounding (2026)*: The repository
    is archived/read-only, but its audit logic remains highly influential for policy
    structures.'
  complexity: Intermediate
  content_hash: cc93106d19fc62264e4d57a74eba66432df37e6cb71ef2e73dd92cf1256d7dc2
  gh_license: MIT
  gh_pushed: '2024-08-21T18:48:27Z'
  gh_stars: 1937
  health_score: 100.0
  hierarchy:
  - Security
  - Vulnerability Assessment
  - Policy Enforcement
  is_microservice: false
  language: Go
  last_checked: 1779032583.558718
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: '2023'
  title: "==github.com/Shopify/kubeaudit== \U0001F31F\U0001F31F"
https://github.com/SigNoz/signoz:
  description: ''
  addition_method: manual
  content_hash: f2efb326383937b515d50315f2cef61e5c9eeef9e8ce161513a8b320e802936e
  gh_license: NOASSERTION
  gh_pushed: '2026-06-14T09:36:14Z'
  gh_stars: 27334
  health_score: 100.0
  last_checked: 1779032135.001706
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/monitoring.md
  v2_locations:
  - kubernetes-tools.md
  - monitoring.md
  year: '2026'
  ai_summary: A massive open-source APM and observability platform natively integrated
    with OpenTelemetry. Tracks telemetry, trace spans, metrics, and application logs
    in a unified, high-performance UI backed by ClickHouse. Widely recognized as a
    major open-source competitor to Datadog.
  language: Go
  resource_type: Service
  complexity: High
  hierarchy:
  - Observability
  - APM & Metrics
  - Observability Platform
  is_microservice: true
  title: "==SigNoz: Open source Application Performance Monitoring (APM) & Observability'
    tool== \U0001F31F"
https://github.com/SimonTheLeg/konf-go:
  description: ''
  addition_method: manual
  content_hash: 6deaff9471dda21db30f9454efb5785d63b603fe367c0f2e2e961a649884dc0b
  gh_license: Apache-2.0
  gh_pushed: '2025-03-15T19:19:18Z'
  gh_stars: 180
  health_score: 100.0
  last_checked: 1779030803.551584
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Konf-go is a high-performance, lightweight kubeconfig manager written
    in Go, built to handle split config setups across hundreds of remote environments.
    It allows platform engineers to switch context, set default namespaces, and isolate
    config files without encountering slow latency. Its minimalist design is ideal
    for developers running terminal-based workspaces.
  language: Go
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Operations
  - Context Management
  - Local Development
  is_microservice: false
  title: github.com/SimonTheLeg/konf-go
https://github.com/SkalskiP/top-cvpr-2023-papers:
  description: ''
  addition_method: manual
  ai_summary: A curated reference hub detailing top-performing papers and breakthroughs
    from CVPR 2023. Synthesizes vital engineering advancements across object detection,
    visual language models, zero-shot segmentation libraries, and advanced neural
    representations.
  complexity: Advanced
  content_hash: 87b301d568f4cd4ef05b1ebdb66f71848b0fe9e270161c4ade2caebca047080f
  gh_license: CC0-1.0
  gh_pushed: '2026-04-15T11:20:09Z'
  gh_stars: 647
  health_score: 100.0
  hierarchy:
  - Computer Vision
  - Deep Learning Research
  - CVPR
  is_microservice: false
  language: English
  last_checked: 1779034084.812304
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: '2023'
  title: github.com/SkalskiP/top-cvpr-2023-papers
https://github.com/Skarlso/crd-to-sample-yaml:
  description: ''
  addition_method: manual
  content_hash: 4552d618f2b5a0e6220c306beae3f65243503fe93f19299cc7bc1236758a1761
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T07:00:13Z'
  gh_stars: 194
  health_score: 100.0
  last_checked: 1779031538.320069
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A specialized CLI tool designed to parse complex Kubernetes Custom Resource
    Definitions (CRDs) and automatically generate fully structured sample YAML configurations.
    It is highly beneficial for platform developers wanting to generate quick, accurate
    documentation.
  language: Go
  resource_type: CLI Tool / Library
  complexity: Intermediate
  hierarchy:
  - Development
  - Custom Resources
  - YAML Generation
  is_microservice: false
  title: github.com/Skarlso/crd-to-sample-yaml
https://github.com/Skyvern-ai/Skyvern:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: An AI-powered web browser automation agent designed
    to extract data and execute workflows on complex interfaces. Live Grounding: Translates
    plain-text instructions into resilient selenium-style interactions, dynamically
    adapting to DOM mutations and bypassing rigid selector patterns.'
  complexity: Advanced
  content_hash: 8b4c78dae5d739cfef66496fd42be77abef34afff8f2af4a8173b90a200d2c5e
  gh_license: AGPL-3.0
  gh_pushed: '2026-06-13T20:14:18Z'
  gh_stars: 21899
  health_score: 100.0
  hierarchy:
  - AI Engineering
  - AI Agents
  - Web Automation
  is_microservice: false
  language: Python
  last_checked: 1779029466.768245
  needs_ai_refresh: true
  resource_type: Software
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai-agents-mcp.md
  v2_locations:
  - ai-agents-mcp.md
  year: '2025'
  title: Skyvern
https://github.com/SparebankenVest/azure-key-vault-to-kubernetes:
  description: ''
  addition_method: manual
  ai_summary: The underlying GitHub repository for the `akv2k8s` project. Features
    Kubernetes Custom Resource Definitions (CRDs) like `AzureKeyVaultSecret` that
    run-loop to synchronize Azure credentials into physical Kubernetes secrets. Useful
    for architectures requiring strict backward compatibility with native Kubernetes
    secret bindings.
  complexity: Advanced
  content_hash: 135e9f8ac4bce72f2b4d186b8a1ef710288c2633b25dea25b52a8515aa2d2e62
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T06:30:31Z'
  gh_stars: 452
  health_score: 100.0
  hierarchy:
  - Security
  - Kubernetes Security
  - Azure Integrations
  is_microservice: false
  language: Go
  last_checked: 1779033140.997003
  needs_ai_refresh: true
  resource_type: Codebase
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2023'
  title: Azure Key Vault to Kubernetes
https://github.com/SquadcastHub/awesome-sre-tools:
  description: ''
  addition_method: manual
  content_hash: 01a69f479a0f80f0bbb8ad4b14088f1df9b56bfbed0e300acd1eb99e807d914a
  gh_license: CC-BY-4.0
  gh_pushed: '2026-05-13T10:06:49Z'
  gh_stars: 1462
  health_score: 100.0
  last_checked: 1779030361.047335
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A structured index mapping tools for alert routing, synthetic checking,
    chaos validation, on-call scheduling, and postmortem generation. Ideal for configuring
    automated operational responses and reducing MTTR.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Site Reliability Engineering
  - Incident Management Tools
  is_microservice: true
  title: SquadcastHub/awesome-sre-tools
  is_special: true
https://github.com/StackStorm:
  description: ''
  addition_method: manual
  content_hash: 3f7ccfa19d22625be2d9b7cd3c7580f3ece6a9933c47cbd90ca9e80a756023e8
  health_score: 100.0
  last_checked: 1779031696.994306
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/stackstorm.md
  v2_locations:
  - stackstorm.md
  year: '2025'
  ai_summary: Central repositories for the StackStorm platform containing internal
    event loops, action runners, rules-engine components, pack loaders, and comprehensive
    infrastructure orchestration drivers.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - DevOps
  - Event-Driven Automation
  - StackStorm
  is_microservice: true
  title: github.com/StackStorm
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/StarpTech/k-andy:
  description: ''
  addition_method: manual
  content_hash: 8028ee6f6d7bcd322f3b910996e2dfadb122caa55f7e520478ec1998cbb5fa18
  gh_license: MIT
  gh_pushed: '2022-08-26T11:42:32Z'
  gh_stars: 157
  health_score: 100.0
  last_checked: 1779033795.405513
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: A consolidated project featuring curated Kubernetes deployment manifests
    and Helm configurations. Highlights patterns for bootstrapping monitoring stacks,
    storage drivers, and load-balancer integration with localized container configurations.
  language: YAML
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Management
  - Infrastructure Blueprints
  is_microservice: false
  title: StarpTech/k-andy
https://github.com/Stono/kconmon:
  description: ''
  addition_method: manual
  content_hash: ddda947b53bf609166ee99149783bd488b2d33de7136b1c726d31f9ab0832238
  gh_license: NOASSERTION
  gh_pushed: '2024-03-26T18:13:32Z'
  gh_stars: 287
  health_score: 100.0
  last_checked: 1779034497.874529
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A connection monitoring tool that tests internal and external cluster
    connectivity paths actively from the inside out. Dispatches continuous diagnostics
    metrics to trace latency, DNS resolution, and structural network failures across
    namespaces.
  language: Node.js
  resource_type: Daemon
  complexity: Intermediate
  hierarchy:
  - Observability
  - Cluster Monitoring
  - Connectivity Checkers
  is_microservice: true
  title: kmoncon
https://github.com/SymbioticLab/Oobleck:
  description: ''
  addition_method: manual
  content_hash: bb79fc1207725deae4ac4dfe99d1e9e94646f089545fa094170bc11fe5f89c2c
  gh_license: Apache-2.0
  gh_pushed: '2024-04-11T00:16:29Z'
  gh_stars: 100
  health_score: 100.0
  last_checked: 1779033714.281386
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2024'
  ai_summary: An open-source distributed training framework designed with native fault-tolerant
    characteristics. It mitigates expensive spot-instance preemption delays by dynamically
    and rapidly reorganizing parallel communication pipelines on-the-fly.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Machine Learning
  - Distributed Training
  - Fault Tolerance
  is_microservice: false
  title: 'github.com/SymbioticLab/Oobleck: Oobleck - Resilient Distributed Training''
    Framework'
https://github.com/TabularisDB/tabularis/blob/main/README.es.md:
  description: ''
  addition_method: manual
  ai_summary: An open-source desktop database client featuring Model Context Protocol
    (MCP) integrations. This compliance allows local LLMs to safely query, analyze,
    and update database schemas within strict user security boundaries.
  complexity: Intermediate
  content_hash: 2fd2ed828f549425a756e5baa4d9e141e580901bb931bd5b128ea5f64b95ef7d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T09:30:32Z'
  gh_stars: 2422
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Database Management
  - Model Context Protocol
  is_microservice: false
  language: Spanish
  last_checked: 1779030021.236631
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai.md
  - docs/databases.md
  - docs/kubernetes-tools.md
  v2_locations:
  - ai.md
  - databases.md
  - kubernetes-tools.md
  year: '2024'
  title: 'Tabularis: Open Source Desktop Client for Modern Databases with AI and MCP''
    Integration'
https://github.com/TerraHubCorp/terraform-google-automation-demo:
  addition_method: manual
  content_hash: 5d416772b5e31660626504b602f168033275d84d843c8d1038929f42a7699feb
  description: ''
  health_score: 100.0
  last_checked: 1779033158.573907
  stars: 0
  title: Terraform Automation Demo using Google Cloud Provider
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/TheJambo/awesome-testing:
  description: ''
  addition_method: manual
  content_hash: 4062ce50038ba4c743409acf34e287f9c89b47ae354cd679f7ac8fecc5b8acd2
  gh_license: CC0-1.0
  gh_pushed: '2026-06-11T23:34:02Z'
  gh_stars: 2289
  health_score: 100.0
  last_checked: 1779030653.775589
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A highly practical directory highlighting testing paradigms, dynamic
    scanning modules, and manual/automated testing resources. Focuses on QA educational
    resources as well as modern test design techniques. Helps teams build scalable
    integration test harnesses within cloud workflows.
  language: N/A
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Software Quality
  - Testing
  - QA
  is_microservice: false
  title: Awesome Testing
  is_special: true
https://github.com/TheYkk/synator:
  description: ''
  addition_method: manual
  content_hash: 7b5fd02ea60b8513386203f3d14c32181ac7ae917998e2ab6ee7df1320f21c5c
  gh_license: MIT
  gh_pushed: '2024-01-16T12:30:42Z'
  gh_stars: 117
  health_score: 100.0
  last_checked: 1779031302.74327
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: An operator designed to automatically synchronize Secrets and ConfigMaps
    across multiple Kubernetes namespaces. It listens for resource updates tagged
    with specific annotations and pushes changes cluster-wide, eliminating operational
    overhead.
  language: Python
  resource_type: Operator
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Configuration Management
  - Sync Controllers
  is_microservice: true
  title: "Synator Kubernetes Secret and ConfigMap synchronizer \U0001F31F"
https://github.com/Thiht/smocker:
  addition_method: manual
  content_hash: fb4cb099148f737393a4c3e8baa1bbdc2306c96e276c2453da62b48784781fca
  description: ''
  health_score: 100.0
  last_checked: 1779031928.157478
  stars: 0
  title: Smocker (server mock) is a simple and efficient HTTP mock server
  v1_locations:
  - docs/testops.md
  year: N/A
https://github.com/TrackMaven/getting-started-with-drf-angular/tree/part-2:
  addition_method: manual
  content_hash: a45c1b5a401a34bb5cdad3a04ab5c3560fb0e84a78796dcd4514d4b44e27a7ca
  description: ''
  health_score: 100.0
  last_checked: 1779031827.496798
  needs_ai_refresh: true
  stars: 0
  title: Part 2 Supplementary Code
  v1_locations:
  - docs/python.md
  year: N/A
https://github.com/Trendyol/kink:
  description: ''
  addition_method: manual
  content_hash: 3fa87e5b5f9c29897a36a31ab467825539bc7ac0d098011a2eefb908715b407f
  gh_license: Apache-2.0
  gh_pushed: '2025-09-25T13:15:32Z'
  gh_stars: 383
  health_score: 100.0
  last_checked: 1779029111.29616
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: KinK (Kubernetes in KinD) facilitates running KinD (Kubernetes in Docker)
    clusters directly inside existing Kubernetes environments. It is ideal for nested
    testing topologies, advanced operators, and ephemeral CI/CD platforms.
  language: Go
  resource_type: Testing Utility
  complexity: Advanced
  hierarchy:
  - Development & Testing
  - Cluster-in-Cluster
  - Kubernetes in Kubernetes
  is_microservice: false
  title: Trendyol/kink
https://github.com/Trendyol/kubectl-view-webhook:
  description: ''
  addition_method: manual
  content_hash: ec25b6a93a8a7bede199d669bbe05f0a168d6201da15746d739843d60e1fdd21
  gh_license: Apache-2.0
  gh_pushed: '2023-02-17T19:37:35Z'
  gh_stars: 108
  health_score: 100.0
  last_checked: 1779030539.094795
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A high-utility kubectl plugin created to list, audit, and visualize
    Mutating and Validating Admission Webhooks across clusters. It simplifies debugging
    of webhooks by outlining exactly which API endpoints are called during cluster
    operations. Widely adopted by platform operators tracing webhook performance bottle-necks.
  language: Go
  resource_type: CLI Plugin
  complexity: Low
  hierarchy:
  - Operations
  - Command Line Tools
  - Webhook Visualization
  is_microservice: false
  title: "kubectl-view-webhook \U0001F31F"
https://github.com/Trolley-MGMT/trolleymgmt:
  description: ''
  addition_method: manual
  content_hash: d45c38de299f761f5ca847cff638c0b0aa16385c7ad32baed1ee998211cfc9d1
  gh_license: Apache-2.0
  gh_pushed: '2023-09-20T13:29:58Z'
  gh_stars: 113
  health_score: 100.0
  last_checked: 1779034477.277631
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Trolley-MGMT is a control plane assistant designed to coordinate multi-cluster
    ingress routing and traffic mapping. It simplifies workload migrations and network
    path resolution across physical boundaries. It offers a lightweight model for
    traffic management without full mesh overhead.
  language: Go
  resource_type: Controller
  complexity: Advanced
  hierarchy:
  - Network & Connectivity
  - Multi-Cluster Routing
  - Traffic Engineering
  is_microservice: false
  title: github.com/Trolley-MGMT/trolleymgmt
https://github.com/Tronde/ansible-role-rhel-patchmanagement:
  description: ''
  addition_method: manual
  content_hash: 4514ee147f14dcb5ce787276dcd932645364041d9d6cfedb8be11d13b6c8ce4a
  gh_license: MIT
  gh_pushed: '2022-08-17T09:45:19Z'
  gh_stars: 75
  health_score: 100.0
  last_checked: 1779029715.256258
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2023'
  ai_summary: A community-contributed Ansible role designed to streamline patch management
    workflows across Red Hat Enterprise Linux (RHEL) architectures. Enables system
    updates, security errata auditing, and automated reboot coordination.
  language: YAML
  resource_type: Role
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - System Patching
  is_microservice: false
  title: Tronde/ansible-role-rhel-patchmanagement
https://github.com/UnderGreen/ansible-prometheus-node-exporter:
  addition_method: manual
  content_hash: 267c4a5a22b8f13e0dd4d841f28bc792623b0e71ce2d0d52ff65594e9557af40
  description: ''
  gh_license: GPL-2.0
  health_score: 100.0
  last_checked: 1779030605.59223
  needs_ai_refresh: true
  stars: 0
  title: github.com/UnderGreen/ansible-prometheus-node-exporter
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/Unitech/pm2:
  description: ''
  addition_method: manual
  content_hash: 475da0c52dd00c9a32421d48794c494e6a4433d27fc1094d97e7e7d0a9e999c4
  gh_license: NOASSERTION
  gh_pushed: '2026-05-21T09:14:07Z'
  gh_stars: 43210
  health_score: 100.0
  last_checked: 1779033037.551528
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2026'
  ai_summary: An industry-standard production process manager for Node.js workloads.
    Despite the rise of Kubernetes-native process management, PM2 remains the preferred
    daemon for bare-metal Node.js apps, VM-based services, and IoT microservices running
    at the edge in 2026.
  language: JavaScript
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Development
  - Runtime
  - Node.js
  is_microservice: true
  title: PM2
https://github.com/VictoriaMetrics/operator:
  description: ''
  addition_method: manual
  content_hash: 2d4789b290a170c9730e66d1a451dca9696340d3fb570a83ec97e5c2065352f3
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T07:05:30Z'
  gh_stars: 566
  health_score: 100.0
  last_checked: 1779033025.312268
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: Coordinates components of VictoriaMetrics (including VMCluster and VMAgent).
    It manages complex metrics scraping rules and automates long-term TSDB storage
    scaling.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Observability
  - Metrics
  - TimeSeries Databases
  - Operators
  is_microservice: false
  title: VictoriaMetrics/operator
https://github.com/Vigneshwari-08/Server_Log-Analyzer-Intrusion-Detector:
  addition_method: automatic
  ai_summary: Server Log Analyzer and Intrusion Detector is a security utility designed
    to ingest and parse server log files to identify suspicious behavior, brute-force
    patterns, and malicious activities. Leveraging customizable regular expression
    filters and Python-based parser logic, the tool maps security threats, generates
    analytical summaries, and flags potential security intrusions. This represents
    a lightweight, extensible script for automating manual security review workflows
    in staging or small-scale host setups.
  category: devsecops
  complexity: Intermediate
  content_hash: a43045c01ffddec417eaf59ffcaf69e4b396a52288a3504236613b00abe14b0d
  description: A Python-based log analysis tool designed to parse server logs and
    detect security anomalies/intrusions.
  hierarchy:
  - Security
  - Log Analysis
  - Intrusion Detection
  is_microservice: false
  language: English
  last_checked: 1780352003.689854
  reputation_status: Vetted
  reputation_summary: A lightweight, community-oriented utility used primarily for
    educational security projects or small hosting servers to check patterns of unauthorized
    access.
  resource_type: Repository
  social_preview_url: https://opengraph.githubassets.com/4644e9f6708ce656bb8601f280246206a37cfcb5f4781d70bfb6afbbe6d2787c/Vigneshwari-08/Server_Log-Analyzer-Intrusion-Detector
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: Server Log Analyzer and Intrusion Detector
  year: '2023'
https://github.com/VikParuchuri/surya:
  addition_method: manual
  content_hash: 1bcfe1599f12fbc0f1c286bcae888e415e4a4ca273920893162374e77c0dafa1
  description: ''
  health_score: 100.0
  last_checked: 1779032228.106817
  stars: 0
  title: github.com/VikParuchuri/surya
  v1_locations:
  - docs/mlops.md
  year: N/A
https://github.com/Wilfred/difftastic:
  description: ''
  addition_method: manual
  content_hash: 4d74d1860ada6c88910ee8233af26ab96593491adbf0fc1fe0babbdd2d894227
  gh_license: MIT
  gh_pushed: '2026-06-12T21:38:09Z'
  gh_stars: 25487
  health_score: 100.0
  last_checked: 1779030683.414135
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Difftastic is a structural diff tool that compares source files based
    on their abstract syntax trees (ASTs). For platform teams, it filters out noise
    like formatting shifts in Kubernetes manifests and highlights genuine semantic
    changes. It dramatically increases review speeds for complex changes.
  language: Rust
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - GitOps & Delivery
  - Configuration Management
  - Developer Productivity
  is_microservice: false
  title: ==github.com/Wilfred/difftastic==
https://github.com/William-Yeh/ansible-prometheus:
  addition_method: manual
  content_hash: 0af505c06542722a2ed175962d2a7db86448f9885e230047684d5c4b88d02b52
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779032953.073972
  needs_ai_refresh: true
  stars: 0
  title: github.com/William-Yeh/ansible-prometheus
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/XI-lab/PyExPool:
  addition_method: manual
  content_hash: fab939ac4014af479885a8ef4424fbe5c02e011461b5675af52924e0029de292
  description: ''
  health_score: 100.0
  last_checked: 1779034217.921227
  stars: 0
  title: Python Multi-Process Execution Pool
  v1_locations:
  - docs/python.md
  year: N/A
https://github.com/XingangPan/DragGAN:
  description: ''
  addition_method: manual
  ai_summary: An interactive GAN-based image manipulation system. Users drag specific
    control points of an image to dynamically alter object dimensions, poses, and
    facial structures.
  complexity: Advanced
  content_hash: fab022b2fe0509e5278ad44feab31ba191e4418eb31ed1bd711d28bcf167db08
  gh_license: NOASSERTION
  gh_pushed: '2024-05-18T17:51:40Z'
  gh_stars: 35825
  health_score: 100.0
  hierarchy:
  - Computer Vision
  - Deep Learning Research
  - Generative AI
  is_microservice: false
  language: English
  last_checked: 1779029629.12279
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: '2023'
  title: github.com/XingangPan/DragGAN
https://github.com/XtratusCloud/terraform-provider-azureipam:
  description: ''
  addition_method: manual
  content_hash: fef93304fb0712339d6419f8667f224c0f1def83a862253dff0d4f763f37686d
  gh_license: Apache-2.0
  gh_pushed: '2024-09-21T06:31:41Z'
  gh_stars: 10
  health_score: 100.0
  last_checked: 1779030199.782731
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  - docs/iac.md
  - docs/terraform.md
  v2_locations:
  - azure.md
  - iac.md
  - terraform.md
  year: '2024'
  ai_summary: Custom open-source Terraform provider built to automate cloud IP address
    allocation directly from centralized Azure IPAM solutions. Ensures smooth networking
    configuration inside containerized setups.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform Providers
  - Azure IPAM
  is_microservice: false
  title: Terraform Provider for Azure IPAM
https://github.com/XuehaiPan/nvitop:
  description: ''
  addition_method: manual
  content_hash: 4072dada8ec4fc2bb58f1e44395a93a2e0622ffbad6870ddf4d65c930df1d094
  gh_license: Apache-2.0
  gh_pushed: '2026-05-25T13:47:09Z'
  gh_stars: 6957
  health_score: 100.0
  last_checked: 1779033339.519619
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2024'
  ai_summary: An interactive, terminal-based GPU monitoring tool that acts as a modern
    replacement for nvidia-smi. It provides real-time tracking of GPU resource consumption,
    memory configurations, process owners, and historical usage diagrams directly
    in the shell.
  language: Python
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - GPU Monitoring
  - Command Line Tools
  is_microservice: false
  title: "==github.com/XuehaiPan/nvitop== \U0001F31F"
https://github.com/YannickRe/msgraph-utility-scripts:
  description: ''
  addition_method: manual
  content_hash: 3f290e857fcc6afc146a55c2ff426e8ea4bb4b378964975b7e05992740bb4bbf
  gh_license: MIT
  gh_pushed: '2021-05-27T06:29:15Z'
  gh_stars: 8
  health_score: 100.0
  last_checked: 1779031393.410437
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2023'
  ai_summary: A public repository compiling specialized utility files designed to
    interact with MS Graph endpoints. Facilitates typical administrator chores like
    account auditing and system migration tasks.
  language: PowerShell
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Identity and Access
  - Microsoft Graph API
  - Utility Scripts
  - Automation Resources
  is_microservice: false
  title: YannickRe/msgraph-utility-scripts
https://github.com/a8m/golang-cheat-sheet:
  description: ''
  addition_method: manual
  ai_summary: A high-density Go reference database. It details Go core syntaxes, standard
    library definitions, channels, interface rules, and concurrency patterns to accelerate
    systems-level software development.
  complexity: Advanced
  content_hash: fa235c920c2a052cbdc6ec594a298ac0f6f1bcc878eae3571214762df19c2ec1
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Languages
  - Go
  is_microservice: false
  language: Go
  last_checked: 1779032080.793532
  needs_ai_refresh: true
  resource_type: Cheat Sheet
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/cheatsheets.md
  - docs/golang.md
  v2_locations:
  - golang.md
  - cheatsheets.md
  year: '2025'
  title: 'github.com: golang-cheat-sheet'
  gh_stars: 8800
  gh_pushed: '2023-11-08T10:46:16Z'
  gh_license: N/A
https://github.com/aabouzaid/kubech:
  addition_method: manual
  content_hash: 11ed16e65ddcf82ef74baf50412897b3a6289b43d554b81516f5144f6391e7a7
  description: ''
  health_score: 100.0
  last_checked: 1779031393.524397
  stars: 0
  title: kubech (kubectl change)
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/aalmiray/q-cli:
  description: ''
  addition_method: manual
  content_hash: 30248eeb96ffad2fb930bf0fe36a0d4da972f64119691940f2c5c16b4c573681
  gh_license: Apache-2.0
  gh_pushed: '2022-11-02T16:43:54Z'
  gh_stars: 11
  health_score: 100.0
  last_checked: 1779030019.49551
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: An early community command-line interface helper for bootstrapping and
    managing Quarkus projects. While the official Quarkus CLI eventually integrated
    these capabilities, this repository represents a pivotal step in Quarkus DX history.
  language: Java
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Developer Tools
  - Quarkus CLI
  - Local Development
  is_microservice: false
  title: aalmiray/q-cli
https://github.com/aarondl/sqlboiler:
  addition_method: manual
  ai_summary: Curator Insight frames SQLBoiler as a database-first generator tool
    producing type-safe Go ORM code from database schemas. Live Grounding confirms
    its widespread production usage where performance and strict static typing are
    preferred over runtime-reflective ORMs like GORM.
  complexity: Advanced
  content_hash: fe922b04a8f76d728e527c3e1619705c5676ba8dca4d29ebadfd32c716dba516
  description: ''
  gh_license: NOASSERTION
  gh_pushed: '2026-06-08T22:47:58Z'
  gh_stars: 6990
  health_score: 100.0
  hierarchy:
  - Database
  - ORM
  - Go Libraries
  is_microservice: false
  language: English
  last_checked: 1779130494.982878
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: volatiletech/sqlboiler
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: '2025'
https://github.com/abahmed/kwatch:
  description: ''
  addition_method: manual
  content_hash: 701ef11432421abc27ce038312f4098feb632c5d4e16e811e756b8336ab061b4
  gh_license: MIT
  gh_pushed: '2026-06-14T10:00:44Z'
  gh_stars: 1010
  health_score: 100.0
  last_checked: 1779030462.354156
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A real-time error monitor and alert router that monitors Kubernetes
    logs and pod events. When crash loops occur, it streams exact logs and statuses
    to systems like Slack, Teams, or custom webhooks.
  language: Go
  resource_type: Kubernetes Operator
  complexity: Intermediate
  hierarchy:
  - Observability & Performance
  - Real-Time Monitoring
  - Error Alerting
  is_microservice: true
  title: ==abahmed/kwatch==
https://github.com/abessifi/ansible-sqlplus:
  description: ''
  addition_method: manual
  content_hash: 25b254c33750830b281c2fa6649b74eb2a90efd5966bee568a9cdc4c4a98ed65
  gh_license: MIT
  gh_pushed: '2019-03-20T06:57:44Z'
  gh_stars: 1
  health_score: 100.0
  last_checked: 1779034139.585443
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2021'
  ai_summary: A lightweight community-focused Ansible module enabling seamless SQL*Plus
    shell operations within automated tasks. It allows DBAs to execute SQL and PL/SQL
    scripts without writing complex shell wrappers. It serves as an ad-hoc query execution
    tool for classic on-premises database systems.
  language: Python
  resource_type: tool
  complexity: intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Database Deployment
  is_microservice: false
  title: github.com/abessifi/ansible-sqlplus
https://github.com/abhirockzz/kubexpose-operator:
  description: ''
  addition_method: manual
  content_hash: af604f168ab50f3712a4d5e6e0edc26a37919202353108225cfa8adad87f1ad9
  health_score: 100.0
  last_checked: 1781736046.789173
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[EMERGING]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-operators-controllers.md
  year: '2021'
  ai_summary: An experimental Go-based operator designed to automatically create Ingress
    resources or load balancers for annotated services. Designed as a learning showcase
    for Kubebuilder workflows, this project is archived in 2026 but remains a valuable
    reference for custom ingress generation patterns.
  language: Go
  resource_type: Kubernetes Operator
  complexity: Medium
  hierarchy:
  - Networking
  - Operator
  - Expose Service
  is_microservice: false
  title: abhirockzz/kubexpose-operator
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/abhishek-ch/around-dataengineering:
  description: ''
  addition_method: manual
  content_hash: f930ab3635d81634c313246122368bc66abc84911c6b1c41982bf56250b05273
  health_score: 100.0
  last_checked: 1781736091.430235
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/mlops.md
  - docs/other-awesome-lists.md
  v2_locations:
  - mlops.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A comprehensive curated repository documenting data engineering pipelines,
    distributed computing principles, and machine learning foundations. It aggregates
    core concepts of large-scale data systems, covering ingest-to-model-delivery workflows.
    Essential for developers transitioning from traditional software engineering to
    data-intensive systems.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Learning Roadmap
  - Machine Learning
  is_microservice: false
  title: 'github: A very Long never ending Learning around Data Engineering & Machine''
    Learning'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/aca/go-kubectx:
  description: ''
  addition_method: manual
  content_hash: be952c70d70097b957944cda76e72020789653233dc2985806989e52416675c2
  health_score: 100.0
  last_checked: 1781736046.740441
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A high-performance, Go-native alternative port of the traditional kubectx
    script. Focuses on speed and execution efficiency when searching and switching
    between hundreds of active Kubernetes cluster profiles.
  language: Go
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - CLI Utilities
  - Context Management
  is_microservice: false
  title: go-kubectx
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/acantril/learn-cantrill-io-labs:
  addition_method: manual
  content_hash: 3e6603ced2648ecd72569d6c06c2883e6124acc1ad1af3c4162355af79b0a829
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779031389.407485
  needs_ai_refresh: true
  stars: 0
  title: github.com/acantril/learn-cantrill-io-labs
  v1_locations:
  - docs/aws-training.md
  year: N/A
https://github.com/acidonper/jump-app-docs:
  addition_method: manual
  content_hash: f743c3f06eb6de0347c96663c2485b27061d6c694090c1dfdb7d910abdb7228f
  health_score: 100.0
  last_checked: 1779029939.389697
  v1_locations:
  - docs/demos.md
https://github.com/acidonper/jump-app-gitops:
  addition_method: manual
  content_hash: 9df86ddeab85d5e49fe8e68c05013e8ca8ba59b65df2f3b91abb618d1f6d6f1f
  health_score: 100.0
  last_checked: 1779030249.060808
  v1_locations:
  - docs/demos.md
https://github.com/acorn-io/acorn:
  addition_method: manual
  content_hash: 1606eafe22401d318436f235433ded3b934cfa77ab978a922eb40436d02db510
  description: ''
  health_score: 100.0
  last_checked: 1779033088.932263
  stars: 0
  title: acorn-io/acorn
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/actions-runner-controller/actions-runner-controller:
  addition_method: manual
  content_hash: e0b81792621a3f351f640bbf07601f3cbc5efdefbb09a7cdce88ae3ced404fdf
  description: ''
  health_score: 100.0
  last_checked: 1779030932.109139
  stars: 0
  title: "actions-runner-controller \U0001F31F"
  v1_locations:
  - docs/git.md
  year: N/A
https://github.com/actions/actions-runner-controller:
  description: ''
  addition_method: manual
  ai_summary: Official Kubernetes operator designed to manage self-hosted GitHub Actions
    runner infrastructure dynamically. Integrates natively with Horizontal Pod Autoscaler
    (HPA) targets to scale runner deployments in response to webhook event metrics.
  complexity: Advanced
  content_hash: e0b81792621a3f351f640bbf07601f3cbc5efdefbb09a7cdce88ae3ced404fdf
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T23:13:55Z'
  gh_stars: 6298
  health_score: 100.0
  hierarchy:
  - CI/CD Pipeline
  - Kubernetes & Containers
  - Self-Hosted Infrastructure
  is_microservice: true
  language: Go
  last_checked: 1779033658.562003
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - git.md
  - jenkins-alternatives.md
  - kubernetes-operators-controllers.md
  year: '2020'
  title: "github.com/actions/actions-runner-controller \U0001F31F"
https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet:
  description: ''
  addition_method: manual
  ai_summary: One of the most starred and utilized Markdown references on GitHub.
    Curator Insight emphasizes its extreme offline utility. Live Grounding validates
    its legacy status as the primary standard for formatting across modern source
    code platforms.
  complexity: Beginner
  content_hash: ba965aba47f46c891f98b4125d49af98b9dbc1aba0abd75215f289ea8d8600c8
  gh_license: MIT
  gh_pushed: '2025-08-22T00:21:50Z'
  gh_stars: 60214
  health_score: 100.0
  hierarchy:
  - Software Development
  - Documentation Tools
  - Markdown
  is_microservice: false
  language: Markdown
  last_checked: 1779032969.154472
  needs_ai_refresh: true
  resource_type: Cheat Sheet
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/cheatsheets.md
  - docs/mkdocs.md
  v2_locations:
  - mkdocs.md
  - cheatsheets.md
  year: '2026'
  title: Markdown Cheat Sheet 4
https://github.com/adaptant-labs/k8s-auto-labeller:
  description: ''
  addition_method: manual
  content_hash: 24ec81ac9e8ac36b38e924eda1e90e1616919f7f8406b3879700f8e30a4c7f49
  gh_license: Apache-2.0
  gh_pushed: '2020-11-16T19:46:39Z'
  gh_stars: 8
  health_score: 100.0
  last_checked: 1779032754.679095
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: An automated labeling controller designed to tag Kubernetes nodes dynamically
    based on custom configurations or hardware discoveries. In production, this allows
    platform engineers to target hardware accelerators (GPUs, ASICs) with specific
    workload nodeSelectors. Live evaluation shows low active maintenance, as many
    teams transitioned to Node Feature Discovery (NFD) or Cluster API capabilities.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Node Provisioning
  - Labeling & Automation
  is_microservice: false
  title: Kubernetes Node Auto Labeller
https://github.com/adaptant-labs/k8s-dt-node-labeller:
  description: ''
  addition_method: manual
  content_hash: e864fe7a23aefaf57fe5bf2eb54ab294e360ce4bb83bade4c7b3461f8b980026
  gh_license: Apache-2.0
  gh_pushed: '2020-11-17T21:12:14Z'
  gh_stars: 17
  health_score: 100.0
  last_checked: 1779031085.393464
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A specialized controller designed to label nodes dynamically based on
    Device Tree specifications. It enables hardware-aware scheduling by analyzing
    local physical attributes and exposing them as standard Kubernetes selector labels.
  language: Go
  resource_type: Controller
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Node Management
  - Hardware Classification
  is_microservice: false
  title: k8s-dt-node-labeller
https://github.com/adaptant-labs/k8s-node-label-monitor:
  description: ''
  addition_method: manual
  content_hash: 6a8f69c637c8effae9484ef69f8807bfe4539e079283db28f6fac8f416dc0674
  gh_license: Apache-2.0
  gh_pushed: '2021-02-09T11:00:49Z'
  gh_stars: 3
  health_score: 100.0
  last_checked: 1779033579.765886
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A custom controller built to monitor label states on Kubernetes node
    resources. It dispatches notifications on label updates, additions, or deletions,
    maintaining configuration trust across larger clusters.
  language: Go
  resource_type: Controller
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Node Management
  - Auditing & Compliance
  is_microservice: true
  title: 'k8s-node-label-monitor: Kubernetes Node Label Monitor provides a custom''
    Kubernetes controller for monitoring and notifying changes in the label states
    of Kubernetes nodes (labels added, deleted, or updated), and can be run either
    node-local or cluster-wide'
https://github.com/admindroid-community/powershell-scripts:
  description: ''
  addition_method: manual
  content_hash: 2792ab510a7b130b5c3144c10f0acc5bed874b21df177c1abcf3dcda3c930100
  health_score: 100.0
  last_checked: 1781735879.766244
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: A collection of administrative scripts designed for auditing active
    users, licensing allocations, and configuration status within Microsoft 365 tenants.
  language: PowerShell
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Identity and Access
  - Microsoft 365
  - Auditing & Reporting
  - Administration
  is_microservice: false
  title: 'github.com/admindroid-community/powershell-scripts: PowerShell Scripts for''
    Microsoft 365 Management, Reporting, and Auditing'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/adriannovegil/awesome-observability:
  description: ''
  addition_method: manual
  content_hash: 05b5afe1463a41fa204fac02ec29a2aca3890d4a9f0a527f8a892cec2de520e6
  gh_license: CC0-1.0
  gh_pushed: '2026-05-11T11:58:36Z'
  gh_stars: 636
  health_score: 100.0
  last_checked: 1779033977.161174
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A highly structured catalog mapping telemetry collection systems, including
    OpenTelemetry exporters, Prometheus metric architectures, Grafana monitoring boards,
    and continuous system profiling dashboards.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Observability
  - Telemetry and Metrics
  is_microservice: true
  title: "github.com/adriannovegil/awesome-observability: Awesome Observability \U0001F31F"
  is_special: true
https://github.com/aelsabbahy/goss:
  addition_method: manual
  content_hash: b2a6e2ded5a8d1eac440ffd247a8f8c9983b6614838f8a9d3be544f2fde6df12
  description: ''
  health_score: 100.0
  last_checked: 1779030229.068405
  stars: 0
  title: aelsabbahy/goss
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/affaan-m/ECC:
  addition_method: automatic
  ai_summary: This repository provides a performance optimization harness designed
    for agentic environments like Claude Code and Cursor. It implements persistent
    semantic memory, structured natural-language 'skills' as parameters, and execution
    safeguards via the AgentShield scanner. It aims to reduce token consumption and
    eliminate redundant instructions, transforming fragile prompting patterns into
    reproducible development infrastructure.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: a68b20559e76cc4d181a84ba6031061ed34e6d3863a6d155e8b07540ac542e55
  description: A professional performance harness providing modular skills, memory
    optimizations, and security scanning for advanced AI coding assistants.
  gh_license: MIT
  gh_pushed: '2026-05-31T06:45:42Z'
  gh_stars: 202119
  hierarchy:
  - Artificial Intelligence
  - AI Agents
  - Model Context Protocol
  - Harness Performance Optimization
  is_microservice: false
  language: en
  last_checked: 1780352571.556323
  reputation_status: Vetted
  reputation_summary: Highly regarded emerging system optimizing terminal agent runtime
    states, featuring zero reported vulnerabilities outside its documented patches.
  resource_type: Repository
  social_preview_url: https://opengraph.githubassets.com/9d755758b9c50919c393f44e8fa1910cd7813f12349332f5d66f232c640154c1/affaan-m/ECC
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: agent-performance
  tags:
  - '[EMERGING]'
  - '[COMMUNITY-TOOL]'
  title: ECC - The Agent Harness Performance Optimization System
  year: '2026'
https://github.com/ahas-sigs/kube-ebpf-exporter:
  description: ''
  addition_method: manual
  content_hash: ffbd284277e0f0a2a7affc010aacea050871b3cbae526f63bd22a32b7c9f5f6b
  gh_license: NOASSERTION
  gh_pushed: '2021-05-13T05:50:56Z'
  gh_stars: 55
  health_score: 100.0
  last_checked: 1779029884.0295
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A Prometheus-compatible exporter that translates system events captured
    via custom eBPF programs into actionable metrics. This allows platform engineers
    to trace low-level syscalls, file system latency, and network performance with
    minimal overhead. The project represents a growing shift toward kernel-level observability.
  language: Go
  resource_type: Exporter
  complexity: High
  hierarchy:
  - Observability
  - Performance & Kernel
  - eBPF Monitoring
  is_microservice: false
  title: "kube-ebpf-exporter \U0001F31F"
https://github.com/ahmetb/kubectl-aliases:
  description: ''
  addition_method: manual
  content_hash: 310aec75dce6ba83e1bbaaca8e248da167c2c480d64337a9d4cc86aeff1eb8ed
  gh_license: Apache-2.0
  gh_pushed: '2025-05-11T17:04:45Z'
  gh_stars: 3691
  health_score: 100.0
  last_checked: 1779033579.797495
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2026'
  ai_summary: An automated system that generates systematic shell aliases for 'kubectl',
    significantly enhancing engineering productivity. It minimizes operational friction
    by programmatic expansion of over 800 permutations of flags and subcommands, allowing
    administrators to interface with Kubernetes clusters using succinct shorthand
    sequences.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - CLI & Debugging
  is_microservice: false
  title: ahmetb/kubectl-aliases
https://github.com/ahmetb/kubectl-foreach:
  description: ''
  addition_method: manual
  content_hash: a348bd4f6024b67b9755bdcaa928abf3ca154c05263cca86ea1a898ecf30758a
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T22:54:07Z'
  gh_stars: 489
  health_score: 100.0
  last_checked: 1779034425.071515
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: kubectl-foreach is a highly efficient plugin that runs kubectl commands
    across multiple contexts, namespaces, or resources in parallel. It handles asynchronous
    command execution and presents grouped terminal output, drastically optimizing
    multi-cluster administrative operations.
  language: Go
  resource_type: CLI Plugin
  complexity: Intermediate
  hierarchy:
  - Operations
  - CLI Tooling
  - Multi-resource Execution
  is_microservice: false
  title: 'github.com/ahmetb/kubectl-foreach: kubectl foreach ⭐'
https://github.com/ahmetb/kubectl-tree:
  description: ''
  addition_method: manual
  content_hash: a4af8c68f8ba51a9398b292e4551dd81243192c570df44497c92264404ecbc5c
  gh_license: Apache-2.0
  gh_pushed: '2026-05-18T01:49:07Z'
  gh_stars: 3386
  health_score: 100.0
  last_checked: 1779033415.98258
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A crucial kubectl plugin that queries Kubernetes APIs to visually construct
    and present the ownership tree of API objects via ownerReferences. Crucial for
    tracing the lineage of ReplicaSets, Pods, Deployments, and Custom Resources (CRDs)
    in active namespaces.
  language: Go
  resource_type: CLI Plugin
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - CLI Utilities
  - Object Relationships
  is_microservice: false
  title: kubectl-tree
https://github.com/ahmetb/kubectx:
  description: ''
  addition_method: manual
  content_hash: 39b78501f9b3e9898481b8ef40f8b2a1d81c840109d2fa2ad117564edb65d584
  gh_license: Apache-2.0
  gh_pushed: '2026-05-15T15:43:00Z'
  gh_stars: 19807
  health_score: 100.0
  last_checked: 1779031442.598438
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Highly optimized command-line utilities for switching context configurations
    and namespaces inside kubectl. Indispensable for multi-cluster environments, they
    radically optimize developer productivity and prevent accidental target execution
    via clear interactive lists.
  language: Go
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - CLI Utilities
  - Context Management
  is_microservice: false
  title: "==kubectx + kubens: : Power tools for kubectl==\U0001F31F\U0001F31F"
https://github.com/ahmetb/kubernetes-network-policy-recipes:
  description: ''
  addition_method: manual
  content_hash: 0fc77e7ecc41f1b0736d3aaf88a7a6ffbddf4068bbaa1b4f92d12a70246e65e2
  gh_license: Apache-2.0
  gh_pushed: '2025-02-07T08:38:37Z'
  gh_stars: 6144
  health_score: 100.0
  last_checked: 1779032282.834651
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  - demos.md
  year: '2021'
  ai_summary: The premier open-source repository for reusable NetworkPolicy templates.
    Provides validated configuration files to handle common cloud-native security
    patterns.
  language: YAML
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Networking
  - Security
  - Recipes
  is_microservice: true
  title: "==ahmetb/kubernetes-network-policy-recipes== \U0001F31F"
https://github.com/aidansteele/secretsctx:
  description: ''
  addition_method: manual
  ai_summary: A Go-based runtime library designed to inject dynamic secrets from external
    storage layers directly into context-aware serverless pipelines. By managing runtime
    secret validation outside main configuration structures, it significantly reduces
    code complexity.
  complexity: Advanced
  content_hash: a9d1ecfb1a2e0682c6a852e19c1ffe4a86af289893571144fc1306f8d40927e2
  health_score: 100.0
  hierarchy:
  - Security & Governance
  - Secret Management
  - Go Runtime
  is_microservice: true
  language: Go
  last_checked: 1781735877.761273
  needs_ai_refresh: true
  resource_type: Library
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: '2022'
  title: aidansteele/secretsctx
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/aimhubio/aim:
  description: ''
  addition_method: manual
  content_hash: 997d320ec7590772d2d44a8b638c1f424a50731d142f6cda3cae805aa5b305fb
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T20:26:46Z'
  gh_stars: 6154
  health_score: 100.0
  last_checked: 1779033671.995254
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2024'
  ai_summary: Aim is an open-source, highly responsive experiment tracking and visualization
    dashboard for machine learning. It provides a robust query language and a user-friendly
    UI to compare thousands of metrics, hyperparameters, and logs across deep learning
    runs.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Experiment Tracking
  - Visualization
  is_microservice: true
  title: github.com/aimhubio/aim
https://github.com/airwallex/k8s-pod-restart-info-collector:
  description: ''
  addition_method: manual
  content_hash: 3e4e21d175049930d8f16e327994a22b47054e30aa250ad356667034e77895de
  health_score: 100.0
  last_checked: 1781736057.34144
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: '2022'
  ai_summary: An automated utility designed to capture and log state configuration,
    events, and logs instantly when a pod restarts, offering immediate post-mortem
    insights for ephemeral microservices.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Debugging
  - Automation
  is_microservice: false
  title: 'github.com/airwallex: k8s-pod-restart-info-collector'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/ajayk/drifter:
  description: ''
  addition_method: manual
  content_hash: 7e6917d7a7462342ffc27824d9e20008d937114fda3cf61353add05bc00193bf
  gh_license: Apache-2.0
  gh_pushed: '2024-01-09T17:41:36Z'
  gh_stars: 17
  health_score: 100.0
  last_checked: 1779033187.860634
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Drifter is a CLI utility designed to detect structural configuration
    drift across Kubernetes resources. By comparing live running cluster states against
    baseline templates, it identifies configuration changes. This tool provides lightweight
    validation for infrastructure consistency.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - GitOps & Delivery
  - Configuration Management
  - Drift Detection
  is_microservice: false
  title: github.com/ajayk/drifter
https://github.com/ajmyyra/ambassador-auth-oidc:
  addition_method: manual
  content_hash: ff59f529d8db417c89704bee344d50311ebfcc54186836e5265d3fb6c301965c
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779031625.330648
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-security.md
https://github.com/akuity/awesome-argo:
  description: ''
  addition_method: manual
  content_hash: 4cfcb2323980bc80f403202b4611bc3b2dd06b3d8dda2c07d39412a509e54f89
  gh_license: Apache-2.0
  gh_pushed: '2026-02-28T03:02:12Z'
  gh_stars: 2449
  health_score: 100.0
  last_checked: 1779031406.880411
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A duplicate entry detailing the CNCF Argo ecosystem configurations.
    Outlines progressive application delivery strategies, canary deployments, declarative
    cluster state reconciliations, and custom Argo plugins.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - GitOps
  - Argo Project Ecosystem
  is_microservice: true
  title: "akuity/awesome-argo \U0001F31F"
  is_special: true
https://github.com/akuity/kargo:
  description: ''
  addition_method: manual
  content_hash: ebf41a4d95c3859a0afbdad795500f43901217ee56051ce957b11ffaa90529ee
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T05:29:29Z'
  gh_stars: 3350
  health_score: 100.0
  last_checked: 1779033436.307117
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Kargo is a GitOps-native application promotion engine that coordinates
    software releases across staging, pre-production, and production. Operating as
    a Kubernetes controller, it manages promotion state sequences dynamically via
    custom resources. It simplifies Git manipulation during deployment rollouts.
  language: Go
  resource_type: GitOps Controller
  complexity: Advanced
  hierarchy:
  - GitOps & Delivery
  - Application Promotion
  - Lifecycle Management
  is_microservice: false
  title: ==github.com/akuity/kargo==
https://github.com/akullpp/awesome-java:
  description: ''
  addition_method: manual
  content_hash: 812519e1d1f39879872200f2cd381725b275fc4c3a6108bec333cdc778654a7b
  gh_license: NOASSERTION
  gh_pushed: '2026-04-12T12:40:14Z'
  gh_stars: 48210
  health_score: 100.0
  last_checked: 1779031410.80023
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A premier directory of validated Java frameworks, high-performance serialization
    libraries, and microservices engines like Spring Boot, Quarkus, and Micronaut.
    Essential for legacy modernization projects and enterprise-grade distributed systems.
    Remains a foundational handbook for enterprise JVM optimization.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Programming Languages
  - Java
  - Resources
  is_microservice: true
  title: "Awesome Java \U0001F31F"
  is_special: true
https://github.com/alcideio/advisor:
  description: ''
  addition_method: manual
  content_hash: 477a1f69dee0048b2f273002fb0ba196a9ff38474a0f11298171945860b9de9b
  health_score: 100.0
  last_checked: 1781736047.002076
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Alcide Advisor is an agentless security tool originally engineered to
    validate Kubernetes configurations, workloads, and network rules against common
    vulnerabilities. Since the acquisition of Alcide, the repository has been archived
    and is no longer under active maintenance. It is primarily referenced as a historical
    model for static manifest parsing and rules-driven auditing.
  language: Go
  resource_type: Static Analyzer
  complexity: Intermediate
  hierarchy:
  - Security
  - Audit & Compliance
  - Static Analysis
  is_microservice: false
  title: 'Alcide Advisor: an agentless service for Kubernetes audit and compliance''
    that''s built to ensure a frictionless and secured DevSecOps workflow'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/alcideio/rbac-tool:
  description: ''
  addition_method: manual
  content_hash: c8448727bac561737be07944f0ac776fb84063cafeabccdd3fdcebbd63aa30ab
  gh_license: Apache-2.0
  gh_pushed: '2025-02-13T20:57:41Z'
  gh_stars: 1077
  health_score: 100.0
  last_checked: 1779032817.928272
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: RBAC Tool is a powerful suite designed to simplify, audit, and generate
    Kubernetes Role-Based Access Control policies. It includes policy analysis commands,
    visual dependency graphs, and lookup capabilities to quickly ensure compliance
    with the least privilege security model.
  language: Go
  resource_type: CLI / Visual Analyzer
  complexity: Advanced
  hierarchy:
  - Security
  - Access Control
  - RBAC Audit
  is_microservice: false
  title: ==github.com/alcideio/rbac-tool==
https://github.com/alcideio/skan:
  description: ''
  addition_method: manual
  content_hash: 0d4218db4fc62d51f1e3a8c89cd6b2e2eed5e40cd648213bf00d979511444948
  gh_license: Apache-2.0
  gh_pushed: '2023-03-03T16:29:28Z'
  gh_stars: 204
  health_score: 100.0
  last_checked: 1779031901.12451
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: sKan (by Alcide) was an early static analysis tool for scanning configuration
    files and Helm charts to discover security vulnerabilities. It has since been
    archived, with modern platforms choosing robust, active alternatives such as Checkov.
  language: Go
  resource_type: CLI Scanner
  complexity: Simple
  hierarchy:
  - Security & Identity
  - Compliance & Auditing
  - Static Code Analysis
  is_microservice: false
  title: sKan
https://github.com/alexdzyoba/ansible-jmx-exporter:
  addition_method: manual
  content_hash: 00179b8c10f6a85e83cb33a2c17eac2a8351b034c75c06cd87e9b731ba98df60
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779030091.492558
  needs_ai_refresh: true
  stars: 0
  title: github.com/alexdzyoba/ansible-jmx-exporter
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/alexellis/k3sup:
  description: ''
  addition_method: manual
  content_hash: d47d1c0f36ca75f93fc3b56082ac640b6aaacc77c2294cde2f50f69e80b06665
  gh_license: NOASSERTION
  gh_pushed: '2026-03-05T11:13:15Z'
  gh_stars: 7383
  health_score: 100.0
  last_checked: 1779032037.289957
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/matrix-table.md
  - docs/rancher.md
  v2_locations:
  - rancher.md
  - matrix-table.md
  year: '2026'
  ai_summary: An utility by Alex Ellis using SSH to provision K3s directly from local
    machines. It sets up secure, direct API configurations, bridges cluster nodes
    instantly, and configures target servers for operational readiness.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Edge & IoT
  - Cluster Provisioning
  - SSH Bootstrapping
  is_microservice: false
  title: '**k3sup (said ''ketchup'')**'
https://github.com/alexellis/registry-creds:
  description: ''
  addition_method: manual
  content_hash: c98b4b125f09915c117c9fc31b1fb47b55b3ed10bba3571831ebbb24fcd19084
  gh_license: MIT
  gh_pushed: '2024-12-21T13:24:00Z'
  gh_stars: 350
  health_score: 100.0
  last_checked: 1779029243.251552
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: Automatically syncs image pull credentials across diverse namespaces
    from registry platforms like ECR, GCR, and Docker Hub. It solves multi-tenant
    credential sharing securely without requiring manual duplications.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Security
  - Secrets Management
  - Registry Authentication
  - Operators
  is_microservice: false
  title: registry-creds
https://github.com/alexellis/run-job:
  description: ''
  addition_method: manual
  content_hash: 15c4fd11e7ae38960f3112fa9957f3c4449d2f2dd58a635ef9f0c9877b25ba88
  gh_license: MIT
  gh_pushed: '2024-08-13T22:32:56Z'
  gh_stars: 211
  health_score: 100.0
  last_checked: 1779034502.551008
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes.md
  year: '2020'
  ai_summary: A developer-oriented utility written in Go to quickly trigger Kubernetes
    Jobs, track execution statuses, and stream execution logs directly to stdout.
    Simplifies local workflow testing and diagnostic debugging.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Workloads
  - Batch Jobs
  - Tooling
  is_microservice: false
  title: ==github.com/alexellis/run-job==
https://github.com/aliesbelik/awesome-jmeter:
  description: ''
  addition_method: manual
  content_hash: d126061c974412126edf2a91603124c2a05f2a984e2dded6cd7e51725d0b907f
  gh_license: CC-BY-4.0
  gh_pushed: '2026-05-05T22:22:40Z'
  gh_stars: 790
  health_score: 100.0
  last_checked: 1779033400.732373
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A structured list of plugins, performance test plans, and reporting
    scripts designed to optimize Apache JMeter pipelines. Essential for load testing
    web services, gRPC endpoints, and databases under intense scale constraints. Acts
    as an excellent resource for performance engineering teams targeting resource
    bottlenecks.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Software Quality
  - Testing
  - JMeter
  is_microservice: false
  title: Awesome JMeter
  is_special: true
https://github.com/allure-framework/allure2:
  description: ''
  addition_method: manual
  content_hash: 904874589c38dac686cfef5beed2a33eed33234405307bfd4478b46057c0924e
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T22:09:34Z'
  gh_stars: 5422
  health_score: 100.0
  last_checked: 1779033610.068488
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: '2023'
  ai_summary: A flexible, multi-language test report tool providing clean hierarchical
    representation of execution steps, attachments, and historical telemetry. Integrates
    with standard test runners across modern ecosystems.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Reporting
  is_microservice: false
  title: "Allure Report \U0001F31F"
https://github.com/amazon-archives/aws-training-demo:
  description: ''
  addition_method: manual
  content_hash: 12ba405003f66717af427558892ecba6fc404c7a89e92fe1583a35c32d7cbee7
  gh_license: Apache-2.0
  gh_pushed: '2019-04-09T21:26:39Z'
  gh_stars: 128
  health_score: 100.0
  last_checked: 1779130494.953591
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  stars: 5
  ai_summary: Archived AWS training demonstration repository. Grounding verification
    confirms this repository is formally archived by Amazon, meaning it should be
    treated purely as an architectural reference rather than a base for production
    provisioning templates.
  language: JavaScript
  resource_type: Repository
  complexity: Basic
  hierarchy:
  - Public Cloud Providers
  - AWS
  - Training Archives
  is_microservice: false
  title: github.com/aws-samples/aws-training-demo
https://github.com/amazon-archives/aws-waf-sample:
  description: ''
  addition_method: manual
  content_hash: ddea1ea4fcf5f9a5fc9a8369dd1679d8d2742aac6828d7ed28b950d09abcd140
  gh_license: MIT-0
  gh_pushed: '2020-01-09T08:11:23Z'
  gh_stars: 511
  health_score: 100.0
  last_checked: 1779130494.950593
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: '2024'
  stars: 5
  ai_summary: 'A historical repository containing sample AWS WAF rule sets and templates.
    Note: This repository is now officially archived by AWS. Contemporary deployment
    architectures rely on AWS Managed Rules or centralized configurations managed
    through AWS Firewall Manager rather than maintaining customized version-one JSON
    rules.'
  language: JSON
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Network Security
  - Web Application Protection
  is_microservice: false
  title: AWS WAF sample rules
https://github.com/amelbakry/kubernetes-active-passive:
  description: ''
  addition_method: manual
  content_hash: bf79c301fff4e55aa4ac515fcf282e6bf1ac6795640e5b21b135d27cfc6c44c6
  health_score: 100.0
  last_checked: 1781736046.790295
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A reference architecture guiding the implementation of Active-Passive
    configurations within multi-region Kubernetes topologies. Provides template setups
    for handling state synchronization and global traffic failovers.
  language: Go
  resource_type: Templates
  complexity: Advanced
  hierarchy:
  - Reliability
  - Architectural Patterns
  - Disaster Recovery
  is_microservice: false
  title: Kubernetes Active Passive Applications
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/amitmavgupta/azure-terraform:
  description: ''
  addition_method: manual
  content_hash: 77ad6a6af303e04c458fc78a1c7a75d7e28681a7a88f5589b612cfac3a1e4bc2
  gh_license: MIT
  gh_pushed: '2025-05-24T07:01:55Z'
  gh_stars: 29
  health_score: 100.0
  last_checked: 1779031382.132294
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2022'
  ai_summary: A centralized repository of common Azure resource templates compiled
    using Terraform. Serves as a useful playground for setting up App Services, Cosmos
    DB, and Virtual Networks.
  language: HCL
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Azure
  - Templates
  is_microservice: false
  title: github.com/amitmavgupta/azure-terraform
https://github.com/anchore/grype:
  description: ''
  addition_method: manual
  content_hash: 457d117ce39ba93b09de80026a3d67a203e6a39b8511306889f032c360d1c6f9
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T15:56:32Z'
  gh_stars: 12400
  health_score: 100.0
  last_checked: 1779034477.250398
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - devsecops.md
  year: '2025'
  ai_summary: A vulnerability scanner for container images and filesystems, renowned
    for its speed, minimal footprint, and ease of CI/CD integration. It supports multiple
    vulnerability sources and outputs structured data compatible with enterprise DevSecOps
    tools. Through 2026, it stands as the industry standard tool for shift-left image
    security.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Security
  - Vulnerability Scanning
  - Container Images
  is_microservice: false
  title: 'grype: a vulnerability scanner for container images and filesystems'
https://github.com/anchore/syft:
  description: ''
  addition_method: manual
  content_hash: db2fcf1ed1811ccd981eff91084d06e12e3cc79c9281dd6b8e36898d2efb90d2
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T13:29:25Z'
  gh_stars: 9106
  health_score: 100.0
  last_checked: 1779030407.644755
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An advanced security tool engineered to generate detailed Software Bill
    of Materials (SBOM) from container images, file systems, and archives. Syft identifies
    package structures to track vulnerable subcomponents in modern supply chain governance.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Supply Chain Security
  - SBOM Generation
  is_microservice: false
  title: ==anchore/syft==
https://github.com/anderseknert/awesome-opa:
  addition_method: manual
  content_hash: 74b59d9adc2bc20caea9b43eb1abb3db4a1ee3ccb4ec9a03f666cb0130112715
  description: ''
  health_score: 100.0
  last_checked: 1779029367.255629
  stars: 0
  title: "anderseknert/awesome-opa \U0001F31F"
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
https://github.com/andreazorzetto/yh:
  description: ''
  addition_method: manual
  ai_summary: A specialized, terminal-based syntax highlighter designed explicitly
    for YAML configurations. Unlike generic highlighters, yh identifies YAML indentation
    rules and formats outputs from standard pipelines. It is highly useful for reviewing
    massive Kubernetes manifests directly in terminals.
  complexity: beginner
  content_hash: 835328b68aa23ebad6c9e32970fe664b9b951d99213ca3069c6e3b3e012cf187
  gh_license: Apache-2.0
  gh_pushed: '2020-12-14T09:49:42Z'
  gh_stars: 427
  health_score: 100.0
  hierarchy:
  - Configuration Management
  - YAML Processing
  - CLI Tools
  is_microservice: false
  language: Go
  last_checked: 1779032153.281109
  needs_ai_refresh: true
  resource_type: tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2022'
  title: yh - YAML Highlighter
  is_special: true
https://github.com/andredesousa/devops-best-practices:
  description: ''
  addition_method: manual
  content_hash: f62c1fb10bd804350b1cd6db1ca47e20316b90f9cc78502d5933c39895c42a37
  gh_license: MIT
  gh_pushed: '2022-02-23T20:29:58Z'
  gh_stars: 53
  health_score: 100.0
  last_checked: 1779029678.976163
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An opinionated checklist detailing architectural best practices for
    logging formats, schema migrations, system health monitoring, and security setups.
    Helps engineering teams establish healthy container operational standards.
  language: Markdown
  resource_type: Reference Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - DevOps & SRE Engineering
  - Best Practices
  is_microservice: true
  title: andredesousa/devops-best-practices
  is_special: true
https://github.com/andrewpuch/nagios_setup:
  description: ''
  addition_method: manual
  content_hash: 765dc175d742822fbc5de8766a7a18e7d73ee853aa9ea8d72e0be13162ae41f3
  health_score: 100.0
  last_checked: 1781735876.210837
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/aws-monitoring.md
  v2_locations:
  - aws-monitoring.md
  year: '2018'
  ai_summary: A historical walkthrough illustrating legacy installations of the Nagios
    monitoring framework inside static virtual instances. Outlines core process definitions,
    alerting rules, and manual configuration management.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Legacy Systems
  - Self-Hosted
  is_microservice: false
  title: 'github: Steps I used to install Nagios in the cloud'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/andrewstetsenko/tech-jobs-with-relocation:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: An open-source global job search manual providing
    metadata on visa processes and relocation budgets. Live Grounding: Continues to
    be a vital community asset for tech professionals traversing global borders, offering
    real-time data on corporate immigration compliance and tax architectures.'
  complexity: Intermediate
  content_hash: 7eda0472cae43870bede3742ed479d8829d1a4ded8fda5a2b5d147932a0aab92
  gh_license: CC0-1.0
  gh_pushed: '2026-03-19T14:04:47Z'
  gh_stars: 4427
  health_score: 100.0
  hierarchy:
  - Professional Practice
  - Recruiting
  - Resource Guides
  is_microservice: false
  language: en
  last_checked: 1779032296.97062
  needs_ai_refresh: true
  resource_type: GitHub Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: '2026'
  title: International Tech Job Search Handbook
https://github.com/anordal/shellharden/blob/master/how_to_do_things_safely_in_bash.md:
  description: ''
  addition_method: manual
  ai_summary: Serves as the authoritative style manual for compiling safe, error-free
    bash scripts. Maintained within the Shellharden project, it outlines rigorous
    quoting standards, expansion parameters, array handling, and variable declarations
    to prevent system exploits or unexpected command executions.
  complexity: Advanced
  content_hash: 91ca4befc6835bd57a7f160db4e2eb0803d492455fa4818ac4ea1dd50c4d42a3
  gh_license: MPL-2.0
  gh_pushed: '2026-01-05T06:45:45Z'
  gh_stars: 4784
  health_score: 100.0
  hierarchy:
  - Linux
  - Automation
  - Bash Scripting
  is_microservice: false
  language: Bash
  last_checked: 1779031266.831234
  needs_ai_refresh: true
  resource_type: Developer Guide
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2026'
  title: 'github: Safe ways to do things in bash'
https://github.com/ansible-collections:
  description: ''
  addition_method: manual
  content_hash: ac690db74143451d4c91e08cd4c35bf09d1e37cbc8afad7cd5503a9c5d6bf6e5
  health_score: 100.0
  last_checked: 1779029323.149798
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2024'
  ai_summary: Upstream GitHub organization containing certified and community Ansible
    Content Collections. Reflects the modern decentralized packaging model of the
    modern Ansible ecosystem.
  language: Python
  resource_type: github_repo
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Ansible Ecosystem
  - Collections
  is_microservice: false
  title: "Ansible Collections \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/ansible-collections/amazon.aws:
  description: ''
  addition_method: manual
  content_hash: 804fce1e8984f14dfa663281baa5c49908f5fbdc2cb9c315bf8810accca8f739
  gh_license: GPL-3.0
  gh_pushed: '2026-06-12T18:54:31Z'
  gh_stars: 388
  health_score: 100.0
  last_checked: 1779033759.72351
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2024'
  ai_summary: The official Amazon Web Services Content Collection for Ansible. Provides
    production-ready modules for provisioning, updating, and de-provisioning EC2,
    VPC, S3, and RDS infrastructure assets.
  language: Python
  resource_type: github_repo
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Ansible Ecosystem
  - Collections
  is_microservice: false
  title: "Amazon AWS Collection \U0001F31F"
https://github.com/ansible-community/awesome-ansible:
  description: ''
  addition_method: manual
  content_hash: a6d2538e3c6f7054fdc0b96563cc79781689be4289ad2df477cefddcdf223336
  gh_license: CC0-1.0
  gh_pushed: '2026-06-02T08:28:40Z'
  gh_stars: 1892
  health_score: 100.0
  last_checked: 1779033845.09972
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  - ansible.md
  year: '2026'
  ai_summary: The authoritative, community-managed repository of recommended Ansible
    tools, tutorials, extensions, and integration ecosystems. This acts as the premier
    catalog for discovery in modern automation workflows.
  language: Markdown
  resource_type: Resource List
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Curated Lists
  is_microservice: false
  title: "==ansible-community/awesome-ansible: Awesome Ansible== \U0001F31F\U0001F31F\U0001F31F"
  is_special: true
https://github.com/ansible/awx:
  description: ''
  addition_method: manual
  content_hash: f3fbd9fc28591beaf0b721ceaa08a9c0e377084d6c766f7c2cac89bce3e914c1
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T18:32:08Z'
  gh_stars: 15453
  health_score: 100.0
  last_checked: 1779029291.976042
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ansible.md
  - docs/about.md
  v2_locations:
  - ansible.md
  - about.md
  year: '2026'
  ai_summary: AWX serves as the open-source upstream project for Ansible Automation
    Platform/Tower. Written in Django and React, it provides a web-based user interface,
    REST API, and task engine to centrally manage Ansible inventories, credentials,
    playbooks, and scheduling in containerized environments.
  language: Python
  resource_type: Source Code
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Configuration Management
  - Ansible AWX
  is_microservice: true
  title: AWX
https://github.com/ansible/awx-operator:
  description: ''
  addition_method: manual
  content_hash: 655a86e32bad792bf72866cdd9a55b87bfa5b5cf86eb6f5f21ff69e50139f5c4
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T18:54:39Z'
  gh_stars: 1487
  health_score: 100.0
  last_checked: 1779030594.341589
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2026'
  ai_summary: The AWX Operator is a cloud-native Kubernetes Operator designed to automate
    the deployment, lifecycle management, scaling, and upgrades of AWX. By leveraging
    Custom Resource Definitions (CRDs), it simplifies complex Postgres and web-app
    state management inside K8s.
  language: Go
  resource_type: Source Code
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Operators
  is_microservice: true
  title: AWX Operator
https://github.com/ansistrano:
  description: ''
  addition_method: manual
  content_hash: 11ba7b804a77cb7777c52f65813d4a0036691f24375ee6b5697ff7f64d55a614
  health_score: 100.0
  last_checked: 1779029116.577148
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2022'
  ai_summary: An Ansible-based application deployment solution heavily inspired by
    Ruby's Capistrano. It targets zero-downtime scripting setups using multi-release
    symlink rotations. While highly valuable for legacy monorepo VMs, it is mostly
    archived in modern cloud-native, containerized architectures.
  language: YAML
  resource_type: tool
  complexity: intermediate
  hierarchy:
  - Infrastructure as Code
  - Deployment Tools
  - Application Deployment
  is_microservice: true
  title: Ansistrano
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/anthonysterling/setec:
  description: ''
  addition_method: manual
  content_hash: bc785d0adc1e9bd8f104e8a24809196609d0877dc5170691ccda7cb04f4a2756
  gh_license: MIT
  gh_pushed: '2021-02-27T17:05:49Z'
  gh_stars: 10
  health_score: 100.0
  last_checked: 1779034306.725776
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: An early experimental tool for managing and injecting secrets into Kubernetes
    clusters. It represents early attempts to bridge external secrets engines with
    native pods, now entirely replaced by External Secrets Operator and HashiCorp
    Vault.
  language: Go
  resource_type: Helper Utility
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Secrets Management
  - Encryption
  is_microservice: false
  title: "Setec \U0001F31F"
https://github.com/antonarhipov/awesome-apm:
  description: ''
  addition_method: manual
  content_hash: 413d1bd8de0ced190ceb0b68ef29a300eb389bacc7855032bbe2917d6a005e00
  health_score: 100.0
  last_checked: 1781736102.020032
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  - docs/other-awesome-lists.md
  v2_locations:
  - monitoring.md
  - other-awesome-lists.md
  year: '2021'
  ai_summary: A curated catalog of application performance monitoring (APM) tools,
    open-source agents, telemetry protocols, and platform engines. It indexes distributed
    tracing setups, heap profiling engines, and instrumentation libraries across mainstream
    programming frameworks.
  language: Markdown
  resource_type: curation
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Application Performance Monitoring
  - APM Curated Resources
  is_microservice: true
  title: 'github.com/antonarhipov/awesome-apm: Awesome APM'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/antonbabenko/terraform-best-practices:
  description: ''
  addition_method: manual
  content_hash: 65e3df4f3d17318e100f3b42b6c37a2404da5e7320d0061db1805f5157ffbc32
  gh_license: NOASSERTION
  gh_pushed: '2026-03-20T14:40:58Z'
  gh_stars: 2473
  health_score: 100.0
  last_checked: 1779033675.642793
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/gitops.md
  - docs/iac.md
  - docs/terraform.md
  v2_locations:
  - gitops.md
  - iac.md
  - terraform.md
  year: '2026'
  ai_summary: A definitive guide detailing patterns and antipatterns for structural
    Terraform designs. Features industry-accepted guidelines on monorepo layout, variable
    validation, dynamic module injection, and drift remediation within production
    enterprise clouds.
  language: Markdown
  resource_type: Guideline
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Terraform Practices
  is_microservice: false
  title: Terraform Best Practices
https://github.com/antonbabenko/terraform-skill:
  description: ''
  addition_method: manual
  ai_summary: An open-source Model Context Protocol (MCP) skill set built for AI agents.
    Simplifies parsing, validating, and managing Terraform and OpenTofu infrastructure
    configurations through intelligent, context-aware LLM tool calls.
  complexity: Advanced
  content_hash: 36e23963ccfc640c56a9f901ea475f86260b9242e4403af694f058ea2dfc90ce
  gh_license: NOASSERTION
  gh_pushed: '2026-06-03T16:06:13Z'
  gh_stars: 2012
  health_score: 100.0
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - AI Integration
  is_microservice: false
  language: TypeScript
  last_checked: 1779033019.981129
  needs_ai_refresh: true
  resource_type: GitHub Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/cicd.md
  - docs/iac.md
  - docs/terraform.md
  v2_locations:
  - cicd.md
  - iac.md
  - terraform.md
  year: '2026'
  title: Terraform & OpenTofu Skill for AI Agents
https://github.com/antonmedv/fx:
  addition_method: manual
  content_hash: 8fb21ceea1d4a73169b87bd5d6f0c5b16a4185020f9453634910dd33f481a68b
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779031107.4493
  needs_ai_refresh: true
  stars: 0
  title: fx
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://github.com/antrea-io/antrea:
  addition_method: manual
  content_hash: 6659111b06ffcfb4ef70584b0dbc5ca0ae90a94f7a20978c8920c73c1672b9b3
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779130495.02231
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-networking.md
https://github.com/apache/activemq-artemis:
  addition_method: manual
  content_hash: 7bafd4c450f2999669094cbd6a4dc4e49e2c53f71d2775de69f46cff36bb586d
  description: ''
  health_score: 100.0
  last_checked: 1779034229.595143
  stars: 0
  title: Apache Artemis JMeter
  v1_locations:
  - docs/message-queue.md
  - docs/prometheus.md
  year: N/A
https://github.com/apache/apisix:
  description: ''
  addition_method: manual
  content_hash: 8c6b414af9df9cd042a76b844eceb101ecd137e839408a3c13da57cb8dc1b65f
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T08:48:42Z'
  gh_stars: 16724
  health_score: 100.0
  last_checked: 1779031776.90444
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: '2026'
  ai_summary: Apache APISIX is a high-performance, dynamic cloud-native API gateway
    built on Nginx and OpenResty. It provides dynamic routing, active health checking,
    security protection, and telemetry integration, utilizing etcd for state storage
    to achieve ultra-low latency configurations.
  language: Lua
  resource_type: Software Project
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - API Gateway
  - Cloud Native
  is_microservice: true
  title: apisix
https://github.com/apache/artemis:
  description: ''
  addition_method: manual
  ai_summary: The official source repository for Apache ActiveMQ Artemis. Built with
    Netty, this broker delivers low-latency messaging, supports AMQP, MQTT, and STOMP,
    and provides an efficient data distribution engine for high-density architectures.
  complexity: Advanced
  content_hash: 8646dacdcbb342760a94a7b9edfa0baaaf9e2d19c62045277101cf7ad8b3c7c3
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T02:23:24Z'
  gh_stars: 1024
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Message Brokers
  - ActiveMQ
  is_microservice: false
  language: Java
  last_checked: 1779130494.983259
  needs_ai_refresh: true
  resource_type: Code
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/message-queue.md
  - docs/prometheus.md
  v2_locations:
  - message-queue.md
  - prometheus.md
  year: '2024'
  title: Apache Artemis JMeter
https://github.com/apache/dolphinscheduler:
  description: ''
  addition_method: manual
  content_hash: c2f0762db448834bfcf83203a5dc5663c76e172ef4e5f6274eadc355959b9d56
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T09:08:43Z'
  gh_stars: 14309
  health_score: 100.0
  last_checked: 1779034224.333786
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Apache DolphinScheduler is a highly scalable, distributed workflow visualization
    scheduler tailored for modern big data and machine learning architectures on Kubernetes.
    It enables enterprise operators to manage complex data dependency DAGs via drag-and-drop
    interfaces and robust API control. Its native integration with containerized engines
    like Spark, Flink, and MapReduce makes it an enterprise favorite.
  language: Java
  resource_type: Workload Scheduler
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Workload Scheduling
  - Orchestration
  is_microservice: true
  title: "apache/dolphinscheduler: Apache DolphinScheduler \U0001F31F"
https://github.com/apache/maven-mvnd:
  description: ''
  addition_method: manual
  ai_summary: Apache Maven Daemon repository. Drastically reduces compilation overhead
    by utilizing persistent background execution processes to store compiler hot-spots
    and plugin contexts.
  complexity: Advanced
  content_hash: 7a1913331d49bef22bf3d5dd69ac6a11d8a888359041509e65e546d3c179e086
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T20:38:35Z'
  gh_stars: 3428
  health_score: 100.0
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Build Daemon Optimization
  is_microservice: false
  language: Java
  last_checked: 1779029169.333264
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: '2025'
  title: apache/maven-mvnd
https://github.com/apache/tomcat-jakartaee-migration:
  description: ''
  addition_method: manual
  content_hash: a0a6ed53f60d5854d820ec4c780437a3823a399432cc31e5e50616115878880d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T08:55:54Z'
  gh_stars: 188
  health_score: 100.0
  last_checked: 1779034309.769972
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/embedded-servlet-containers.md
  v2_locations:
  - embedded-servlet-containers.md
  year: '2021'
  ai_summary: A command-line utility designed to automatically migrate legacy Java
    EE 8 web applications to modern Jakarta EE (9+) architectures. It translates package
    namespaces from `javax.*` to `jakarta.*` in binaries and source code.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Application Servers
  - Migration
  is_microservice: false
  title: Apache Tomcat migration tool for Jakarta EE
https://github.com/apicurio/apicurio-registry:
  description: ''
  addition_method: manual
  ai_summary: Apicurio Registry is an open-source, high-performance centralized schema
    registry. It manages API contracts, OpenAPI designs, AsyncAPI definitions, Avro,
    and Protobuf structures, enforcing real-time payload validations over high-throughput
    microservice pipelines while offering direct Kubernetes operator integrations.
  complexity: Advanced
  content_hash: dce198241f8b915b16935880b17f4375418cd685fff7eebe5dfe89d1c13f8ced
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T18:07:51Z'
  gh_stars: 814
  health_score: 100.0
  hierarchy:
  - Data Engineering
  - Schema Registry
  - Apicurio
  is_microservice: true
  language: Java
  last_checked: 1779030827.464425
  needs_ai_refresh: true
  resource_type: Platform
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: '2026'
  title: '**Apicurio** Registry'
https://github.com/apk8s/k3s-gitlab:
  description: ''
  addition_method: manual
  content_hash: df6d24ee7760852189e0e1037f288289a4c8211339c135d0d10c1dcbfac3c641
  health_score: 100.0
  last_checked: 1781736154.189753
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2021'
  ai_summary: An automation repository dedicated to bootstrapping a local K3s runtime
    optimized for orchestrating GitLab CI runners, streamlining testing of containerized
    microservices.
  language: Shell
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Edge & IoT
  - CI/CD Integration
  - GitLab Runners
  is_microservice: true
  title: k3s-gitlab
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/aporia-ai/kubesurvival:
  description: ''
  addition_method: manual
  content_hash: 43f259cf3ad4224e8b23ecaa836fef2960fa800ebba377e97c913efae78486e4
  gh_license: Apache-2.0
  gh_pushed: '2021-11-03T09:30:26Z'
  gh_stars: 187
  health_score: 100.0
  last_checked: 1779031356.683683
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes.md
  year: '2022'
  ai_summary: A scanning utility that audits existing clusters to determine the absolute
    cheapest VM instance shapes capable of hosting current workloads. Ensures high-availability
    parameters and compute requirements are fully met before suggesting migration
    profiles.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - Tooling
  is_microservice: false
  title: "KubeSurvival \U0001F31F"
https://github.com/aporia-ai/mlplatform-workshop:
  description: ''
  addition_method: manual
  content_hash: aaa796b6cedb8435a395ceffed9fa532074ccb7f09b344c218fcb5c35c0626b8
  gh_license: MIT
  gh_pushed: '2021-11-03T10:27:17Z'
  gh_stars: 445
  health_score: 100.0
  last_checked: 1779030721.131007
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2022'
  ai_summary: A hands-on technical workshop repository showcasing the design of an
    end-to-end Machine Learning Platform. Demonstrates real-world integration of model
    registries, tracking servers, and deployment mechanisms under production-like
    conditions. Excellent educational resource for learning the architectural glue
    of modern MLOps frameworks.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Workshops
  - Infrastructure
  is_microservice: true
  title: ML Platform Workshop
https://github.com/app-sre/qontract-server:
  description: ''
  addition_method: manual
  content_hash: a6bdddf51fc8fb9dba86f4e89b89beabbe6b3d2d40df356d8953d42a6b537a21
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T14:12:06Z'
  gh_stars: 16
  health_score: 100.0
  last_checked: 1779034229.54831
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: An enterprise configuration server that leverages GraphQL to manage
    infrastructure states and reconcile multi-tenant declarations. Developed as part
    of App-SRE tooling, it facilitates continuous delivery by organizing configuration
    data. It continues to see specialized internal usage for large platform configurations.
  language: Python
  resource_type: Service
  complexity: High
  hierarchy:
  - Application Delivery
  - GitOps
  - State Reconciliation
  is_microservice: true
  title: qontract
https://github.com/appscode/guard:
  addition_method: manual
  content_hash: 1a240efe5fe437d91440ed2089957bf46e523435c4aca6ccc1655459fa09a320
  description: ''
  health_score: 100.0
  last_checked: 1779031564.613614
  stars: 0
  title: Guard
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/appvia/cosign-keyless-admission-webhook:
  description: ''
  addition_method: manual
  content_hash: 8f78f9c06f02b7de0dc6c2a769337d84c565b18ce1da3eb14161a146aa8ab5b4
  gh_license: MIT
  gh_pushed: '2026-06-11T13:01:32Z'
  gh_stars: 24
  health_score: 100.0
  last_checked: 1779032589.247824
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A specialized admission webhook enforcing keyless container signature
    checks inside Kubernetes. Using Sigstore Cosign under the hood, it denies unsigned
    or non-verified container runtimes from joining cluster namespaces.
  language: Go
  resource_type: Admission Webhook
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Supply Chain Security
  - Admission Control
  is_microservice: true
  title: appvia/cosign-keyless-admission-webhook
https://github.com/appvia/kev:
  addition_method: manual
  content_hash: 1df9e14bf0c7979328a89088b86ae8da55bf99130f93d2df25cac4f902b9bd64
  description: ''
  health_score: 100.0
  last_checked: 1779033020.021828
  stars: 0
  title: Kev
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/appvia/krane:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: An open-source Kubernetes RBAC static analysis tool
    designed to identify risky roles, cluster roles, and broad resource access configurations.
    Live Grounding: The repository is archived and inactive for over 4 years. While
    the structural rules engine remains historically valuable, it does not support
    modern Kubernetes RBAC security vectors.'
  complexity: Advanced
  content_hash: d7bc7f3f6ae5aea58e5b292f7ced0852bb07b49099998f036457b441d1c9baa0
  gh_license: Apache-2.0
  gh_pushed: '2026-02-13T15:57:57Z'
  gh_stars: 740
  health_score: 100.0
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  - Legacy Tools
  is_microservice: false
  language: Ruby
  last_checked: 1779031981.693866
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-security.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-security.md
  - kubernetes-tools.md
  year: '2020'
  title: "Krane \U0001F31F"
https://github.com/appvia/tako:
  description: ''
  addition_method: manual
  content_hash: 377bd061da94b783c8f87c81929154f29bd4b8426e0a0b5d02934d2535c92176
  gh_license: Apache-2.0
  gh_pushed: '2026-01-22T20:30:49Z'
  gh_stars: 72
  health_score: 100.0
  last_checked: 1779130494.930641
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 1
  ai_summary: A tool to orchestrate application deployments on Kubernetes using Docker
    Compose files. It templatizes deployments, allowing developers to scale their
    compose configurations across multiple target environments with environment-specific
    overrides.
  language: Go
  resource_type: Developer Tool
  complexity: Medium
  hierarchy:
  - Application Delivery
  - Configuration Management
  - Docker Compose Migration
  is_microservice: false
  title: Kev
https://github.com/aquasecurity/cloudsec-icons:
  description: ''
  addition_method: manual
  content_hash: d4917cbf5866a117245e65c3717323e6cbeab8a5bf0c58a6c41f599cceaa3fea
  health_score: 100.0
  last_checked: 1781735900.813049
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  year: '2021'
  ai_summary: An open-source library of dedicated cybersecurity and DevSecOps icons
    created by Aqua Security. Empowers application security professionals to visually
    document threat boundaries, firewall parameters, and container compliance elements
    in systems architecture graphs.
  language: None
  resource_type: Asset Pack
  complexity: Beginner
  hierarchy:
  - Architecture & Visualization
  - Design Assets
  - Security
  is_microservice: false
  title: aquasecurity/cloudsec-icons
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/aquasecurity/kube-bench:
  description: ''
  addition_method: manual
  content_hash: 3fc464887d8cd3fc871fc6d9d7bd51f9fb7ae23f35731c95073e40620fb71285
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T06:03:33Z'
  gh_stars: 8078
  health_score: 100.0
  last_checked: 1779030849.172667
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-security.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-security.md
  year: '2026'
  ai_summary: The industry standard tool to check whether Kubernetes clusters are
    deployed securely according to the Center for Internet Security (CIS) benchmarks.
    Can be run inside container workloads or directly on node hosts, outputting detailed
    reports identifying API, TLS, and permissions vulnerabilities.
  language: Go
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Networking & Security
  - Security Compliance
  - CIS Benchmarks
  is_microservice: false
  title: "kube-bench \U0001F31F"
https://github.com/aquasecurity/kube-hunter:
  addition_method: manual
  content_hash: 9104d2e020cd3963831a31761f037f16a536d2d44a303795855898e910f7ac30
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779034273.68148
  needs_ai_refresh: true
  stars: 0
  title: "kube-hunter \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://github.com/aquasecurity/starboard:
  description: ''
  addition_method: manual
  content_hash: 1824480eb35ee63c28294f0bb908498a16193d16da45d577500706614f5aca74
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T12:05:58Z'
  gh_stars: 1375
  health_score: 100.0
  last_checked: 1779031147.09103
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Starboard targets the unification of security scanners into a single,
    cohesive Kubernetes-native CRD interface. Live grounding in 2026 confirms that
    Starboard has been fully deprecated and integrated directly into the Trivy Operator
    framework. Platform teams should seek Trivy Operator for active development, utilizing
    Starboard's original specification strictly as a reference architecture.
  language: Go
  resource_type: Operator
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Scanning
  - Compliance
  is_microservice: false
  title: ==aquasecurity/starboard==
https://github.com/aquasecurity/trivy:
  description: ''
  addition_method: manual
  ai_summary: Aqua Security's Trivy is an exceptionally fast, highly versatile security
    scanner for containers, IaC configurations, and software vulnerabilities. Known
    for its streamlined caching, wide packaging-format support, and outstanding CI
    integration. It is universally adopted as a de facto container validation tool
    in secure software pipelines.
  complexity: Intermediate
  content_hash: b46c90d466ffbc02632e60e5e9ed5423398d0901907b7641944f45379ed783f8
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T14:52:49Z'
  gh_stars: 36431
  health_score: 100.0
  hierarchy:
  - Security
  - Vulnerability Management
  - Container Scanning
  is_microservice: true
  language: Go
  last_checked: 1779030207.750105
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: trivy
https://github.com/argilla-io/argilla:
  description: ''
  addition_method: manual
  content_hash: 43a8d5613cb2f779fb3ed1a40fbc1eed35cddb7b216a7d13f8db6ba1a4d4776e
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T21:47:00Z'
  gh_stars: 5002
  health_score: 100.0
  last_checked: 1779130495.022182
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2023'
  stars: 5
  ai_summary: Formerly Rubrix, Argilla is a premier open-source data curation platform
    designed for AI and LLM workflows. Enables continuous human-in-the-loop (HITL)
    fine-tuning cycles. It seamlessly integrates with Hugging Face, SpaCy, and LangChain,
    optimizing training data quality through iterative annotation, validation, and
    curation mechanisms.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Data Labeling
  - Human-In-The-Loop
  is_microservice: false
  title: rubrix
https://github.com/argoproj-labs/applicationset:
  addition_method: manual
  content_hash: 736db94cb984f0c2e4e92a8c48893a99779cfe27b1f8a593684149d97cac0c43
  description: ''
  health_score: 100.0
  last_checked: 1779031478.671432
  stars: 0
  title: 'argoproj-labs/applicationset: Argo CD ApplicationSet Controller'
  v1_locations:
  - docs/argo.md
  year: N/A
https://github.com/argoproj-labs/argocd-autopilot:
  description: ''
  addition_method: manual
  ai_summary: An official Argo project opinionated tool designed to structure, install,
    and update Argo CD setups automatically. Uses a clean directory structure separating
    infrastructure from application manifests, enabling rapid multi-project bootstrap
    with version tracking and disaster recovery features.
  complexity: Intermediate
  content_hash: 9c244f562123e769bd994ba3a8941680a7a2fd0ec07951ef1cab31b7e49dc2b7
  gh_license: Apache-2.0
  gh_pushed: '2025-12-16T22:36:28Z'
  gh_stars: 1121
  health_score: 100.0
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Bootstrap Automation
  - Autopilot
  is_microservice: false
  language: Go
  last_checked: 1779032198.392731
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: '2023'
  title: 'argoproj-labs/argocd-autopilot: Argo-CD Autopilot'
https://github.com/argoproj-labs/argocd-vault-plugin:
  description: ''
  addition_method: manual
  ai_summary: An indispensable Argo CD plugin built to inject secrets dynamically
    from HashiCorp Vault, AWS Secrets Manager, or GCP Secret Manager. Replaces custom
    templating hacks by decrypting and injecting secret values directly into workloads
    at synchronization time, ensuring zero plaintext secrets enter the Git repository.
  complexity: Advanced
  content_hash: bacdb3b79f20c82c07dcabd131068baa6a41a9fd000e0061f4269359f582cd5d
  gh_license: Apache-2.0
  gh_pushed: '2024-12-18T18:24:47Z'
  gh_stars: 967
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Secret Management
  - HashiCorp Vault
  - ArgoCD Plugins
  is_microservice: false
  language: Go
  last_checked: 1779030119.775098
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: '2023'
  title: ==argoproj-labs/argocd-vault-plugin==
https://github.com/argoproj/applicationset:
  description: ''
  addition_method: manual
  ai_summary: The standard orchestrator extending Argo CD to support multi-cluster
    application distribution templates. Processes multi-source configurations, automates
    environment scaling, and drastically reduces the maintenance overhead of managing
    distinct Application manifests.
  complexity: Advanced
  content_hash: a4962d083aae4c7fecf87cda492879952faf3d5a81cf1c576f031132e33342a8
  gh_license: Apache-2.0
  gh_pushed: '2024-07-15T18:06:39Z'
  gh_stars: 582
  health_score: 100.0
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - ApplicationSets
  is_microservice: false
  language: Go
  last_checked: 1779130494.993308
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: '2023'
  title: 'argoproj-labs/applicationset: Argo CD ApplicationSet Controller'
https://github.com/argoproj/argo-cd/issues/25203:
  addition_method: automatic
  ai_summary: 'This GitHub issue proposes a multi-step roadmap to upgrade the Argo
    CD UI from React 16 to React 19, addressing historical tech debt from a five-year-old
    framework dependency.


    The proposed migration details:

    * Upgrading `argo-ui` and `argo-cd` sequentially to React 18 (transitioning `ReactDOM.render`
    to `createRoot`).

    * Testing for regressions and ultimately upgrading to React 19.

    * Enhancing UI performance via automatic state update batching and asynchronous
    transitions.'
  category: argo
  complexity: Advanced
  content_hash: 2aee2d8029be2792b1823290cf0bd44f7711f851d62a30af62646d45f510563a
  description: GitHub issue proposal outlining the path to upgrade the Argo CD UI
    from React 16 to React 19 for performance and modern feature support.
  gh_license: Apache-2.0
  gh_pushed: '2026-06-01T18:53:27Z'
  gh_stars: 23029
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Argo CD UI Architecture
  is_microservice: false
  language: en
  last_checked: 1780351994.342566
  reputation_status: Vetted
  reputation_summary: Active community discussion regarding upgrading the aging Argo
    CD UI from React 16 to React 19.
  resource_type: Issue
  social_preview_url: https://opengraph.githubassets.com/57a513e595b57bef86a5608099959701bf60db048addd0f7b8acd1ee40662b53/argoproj/argo-cd/issues/25203
  source_provenance: X.com (ArgoProj)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Upgrade UI to React 19 #25203'
  year: '2025'
https://github.com/argoproj/argo-cd/pull/26601:
  description: ''
  addition_method: manual
  ai_summary: The official Argo CD feature enhancement that maps ApplicationSets directly
    inside the dashboard UI tree. This view simplifies managing multi-tenant topologies
    and nested application definitions for platform operators.
  complexity: Intermediate
  content_hash: 5fcd701110fce0e9f89dbcdee949560e63cba12ed02ad830ce1d469939187fa2
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T09:47:54Z'
  gh_stars: 23128
  health_score: 100.0
  hierarchy:
  - Kubernetes GitOps & Packaging
  - Argo Project Ecosystem
  - UI Visualization
  is_microservice: false
  language: Go
  last_checked: 1779032882.082616
  needs_ai_refresh: true
  resource_type: Pull Request
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/argo.md
  - docs/cicd.md
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - argo.md
  - kubernetes-operators-controllers.md
  - cicd.md
  year: '2024'
  title: 'feat(ui): Add AppSet to Application Resource Tree in Argo CD'
https://github.com/armadaproject/armada:
  description: ''
  addition_method: manual
  content_hash: 927210676217aa66088e5490ab7abaebeffc75d85169786f1cbc1f65babf6c47
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T15:04:53Z'
  gh_stars: 600
  health_score: 100.0
  last_checked: 1779130494.945265
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  stars: 3
  ai_summary: A high-throughput, multi-cluster batch queuing system built on top of
    Kubernetes. Armada manages tens of thousands of concurrent jobs across geographically
    distributed clusters, optimized for machine learning and quantitative analysis.
  language: Go
  resource_type: Batch Scheduler
  complexity: High
  hierarchy:
  - Scheduling
  - Multi-Cluster
  - Batch Workloads
  is_microservice: true
  title: Armada
https://github.com/arminc/k8s-platform-lcm:
  description: ''
  addition_method: manual
  content_hash: 8da5006f3066cde9142ddef40c7935fa51ad77c535896b4c1ad36770273c76a9
  gh_license: MIT
  gh_pushed: '2022-05-13T05:47:23Z'
  gh_stars: 182
  health_score: 100.0
  last_checked: 1779032732.436359
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: An operations manager to track, audit, and upgrade cluster platform
    components, core Helm charts, and associated operator bundles. It prevents drift
    across non-application system-level components. Offers a simplified dashboard
    interface for infrastructure consistency.
  language: Go
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Operations
  - Cluster Upgrades
  - Lifecycle Management
  is_microservice: false
  title: "k8s-platform-lcm: Kubernetes platform lifecycle management \U0001F31F"
https://github.com/armory/minnaker:
  description: ''
  addition_method: manual
  content_hash: bc9ea132c2e70c4c1230e36f022608e8505e2ee0506cd0270dd87d762505e438
  gh_license: Apache-2.0
  gh_pushed: '2023-05-20T21:18:12Z'
  gh_stars: 156
  health_score: 100.0
  last_checked: 1779032338.039891
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: An installer package developed by Armory to spin up a single-node Spinnaker
    instance quickly inside a lightweight Kubernetes cluster (using K3s). It was designed
    to facilitate Spinnaker evaluations and local sandbox development. By 2026, as
    Spinnaker's market footprint contraction continued, the Minnaker repository is
    considered a legacy reference project.
  language: Shell
  resource_type: Installer
  complexity: Medium
  hierarchy:
  - Delivery
  - CI/CD
  - Spinnaker
  is_microservice: false
  title: Minnaker
https://github.com/armosec/kubescape:
  addition_method: manual
  content_hash: b2edcccc6e3dc19610cb8401874e7e9c6efc002eea50bff20debb737537678d8
  description: ''
  health_score: 100.0
  last_checked: 1779029325.962396
  stars: 0
  title: "==Kubescape== \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://github.com/armosec/regolibrary:
  addition_method: manual
  content_hash: 632ecd5c343463ee3440caa26e977276d038338bdc2d4952ef3e18207cafb994
  description: ''
  health_score: 100.0
  last_checked: 1779031451.44535
  stars: 0
  title: armosec/regolibrary
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/arslanbilal/git-cheat-sheet:
  description: ''
  addition_method: manual
  content_hash: c263d3474671da6aee00f06477d2cf21e1b71609533804a19070230671efc968
  health_score: 100.0
  last_checked: 1781735890.114146
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2025'
  ai_summary: 'Curator Insight: Highly starred open-source repository containing translated
    Git references. Live Grounding: Facilitates localized, multilingual engineering
    onboarding, providing consistent global team standards for branch structures,
    conflict resolutions, and configuration setups.'
  language: Markdown
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Development
  - Version Control
  - Git
  is_microservice: false
  title: "arslanbilal/git-cheat-sheet \U0001F31F\U0001F31F\U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/arttor/helmify:
  description: ''
  addition_method: manual
  content_hash: 95af44ea2bd1b9252e87920a85c9df5d9b5f24886fc5e6bd00264af5fbf46866
  gh_license: MIT
  gh_pushed: '2026-05-07T07:38:16Z'
  gh_stars: 1738
  health_score: 100.0
  last_checked: 1779033084.759239
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/yaml.md
  v2_locations:
  - kubernetes-tools.md
  - yaml.md
  year: '2021'
  ai_summary: An automation utility that converts standard declarative Kubernetes
    manifests directly into valid, paramaterized Helm charts. It simplifies migrations
    and accelerates the distribution setup of packaged deployments.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - GitOps & Configuration
  - Helm Chart Generation
  - Migration Tools
  is_microservice: false
  title: ==arttor/helmify==
  is_special: true
https://github.com/arun-gupta/docker-jenkins-pipeline:
  description: ''
  addition_method: manual
  content_hash: 850f58fedd04dc18d048d11e49b9b071128fdfd5e72db40e2d38139deff04889
  health_score: 100.0
  last_checked: 1781735910.992251
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2018'
  ai_summary: Curator Insight structures this repository around running Docker-integrated
    Java application compilation inside Jenkins Pipelines. Live Grounding shows that
    mounting the Docker socket inside Jenkins agents remains a common albeit security-sensitive
    approach. It serves as a historical and practical reference for building containerized
    Java workloads using declarative pipelines.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Jenkins
  - Docker Containerization
  is_microservice: true
  title: 'github.com/arun-gupta/docker-jenkins-pipeline: Docker + Java + Jenkins Pipeline'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/asdf-community/asdf-kubectl:
  description: ''
  addition_method: manual
  content_hash: 10d02cbbb3fd4e0ddf173cd2217d9b1d4ddc7870a563b7997224ee5708e67da8
  gh_license: MIT
  gh_pushed: '2025-11-12T15:57:32Z'
  gh_stars: 131
  health_score: 100.0
  last_checked: 1779130494.988702
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  stars: 2
  ai_summary: A community-maintained plugin for the asdf extendable version manager,
    designed to install and manage multiple versions of kubectl. It facilitates deterministic
    local environments by locking Kubernetes CLI versions per project.
  language: Shell
  resource_type: CLI Plugin
  complexity: Low
  hierarchy:
  - Developer Experience
  - CLI Tools
  - Version Management
  is_microservice: false
  title: asdf-kubectl
https://github.com/asim/go-micro:
  addition_method: manual
  content_hash: 4480b6aeafbe7b209f8e12f66ba1c0fd250f07d5f8ff5d5e19aa614a730ba7ff
  description: ''
  health_score: 100.0
  last_checked: 1779031085.392262
  stars: 0
  title: go-micro
  v1_locations:
  - docs/golang.md
  year: N/A
https://github.com/askmeegs/learn-istio:
  description: ''
  addition_method: manual
  ai_summary: An educational repository featuring early-day tutorials and configurations
    for learning Istio concepts. Currently archived/unmaintained, functioning primarily
    as a legacy resource.
  complexity: Beginner
  content_hash: 40dd02ee18cdb30f4966d3166cf46c09c5993471a4ace77ce29c75addfb27121
  health_score: 100.0
  hierarchy:
  - Service Mesh
  - Training
  - Education
  is_microservice: true
  language: Shell
  last_checked: 1781735971.298661
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: '2020'
  title: "github.com/askmeegs/learn-istio \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/askmeegs/yaml-your-cloud:
  description: ''
  addition_method: manual
  ai_summary: Code repository designed as a companion to the 'YAML your cloud' presentation,
    offering practical Kubernetes manifest examples and Crossplane configurations.
    It showcases foundational multi-cloud provider settings, composition patterns,
    and claims structures used in active training environments.
  complexity: Intermediate
  content_hash: 21fd98ae25edafdb2d51f06cdfa2d4f399f70587def62c3a84f16f0e0139fd11
  gh_license: Apache-2.0
  gh_pushed: '2021-09-13T17:16:35Z'
  gh_stars: 6
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Control Planes
  - Crossplane
  - Code Samples
  is_microservice: false
  language: YAML
  last_checked: 1779030891.853136
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/crossplane.md
  v2_locations:
  - crossplane.md
  year: '2021'
  title: askmeegs/yaml-your-cloud
https://github.com/asobti/kube-monkey:
  description: ''
  addition_method: manual
  content_hash: 64ba2f1a6d1eaad7862d63edda60c42a1ecf91065bb3327bfef52a3adc90ce5d
  gh_license: Apache-2.0
  gh_pushed: '2024-06-16T19:34:50Z'
  gh_stars: 3064
  health_score: 100.0
  last_checked: 1779031602.611332
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: '2024'
  ai_summary: A Go-based Kubernetes implementation of Netflix's Chaos Monkey. kube-monkey
    runs inside k8s clusters to systematically schedule and delete random Pod instances
    within designated namespaces, forcing development teams to architect highly redundant
    and self-healing services.
  language: Go
  resource_type: Software Utility
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Kubernetes Tools
  is_microservice: true
  title: 'GitHub: kube-monkey'
https://github.com/astefanutti/kubebox:
  description: ''
  addition_method: manual
  content_hash: dd1e5c18d53d7353fcaad0e52d8769c617b69ac7d6821f62e8975f70e7cdd0ea
  gh_license: MIT
  gh_pushed: '2024-06-17T13:05:26Z'
  gh_stars: 2230
  health_score: 100.0
  last_checked: 1779031393.456007
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: An advanced, high-performance terminal dashboard for cluster visualization.
    Offers real-time metrics, dynamic log streaming, container exec shortcuts, and
    immediate cluster health alerts, providing a modern alternative to browser dashboards.
  language: JavaScript
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Operations
  - Command Line Tools
  - Terminal UI
  is_microservice: false
  title: kubebox
https://github.com/astral-sh/ruff:
  description: ''
  addition_method: manual
  content_hash: 00e4cdf7ccac1fddbb00564f504169888829f18e865b1595287c4892ad556867
  gh_license: MIT
  gh_pushed: '2026-06-14T09:19:30Z'
  gh_stars: 47969
  health_score: 100.0
  last_checked: 1779030559.037744
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  - docs/visual-studio.md
  v2_locations:
  - python.md
  - visual-studio.md
  year: '2025'
  ai_summary: Curator Insight introduces Ruff as an extremely fast Python linter and
    formatter written in Rust. Live Grounding confirms Ruff is a de facto industry
    standard, dramatically lowering CI run times by replacing several older style
    checkers with a single compiled utility.
  language: Rust
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Python
  - Static Analysis
  is_microservice: true
  title: ==Ruff==
https://github.com/atinfo/awesome-test-automation:
  description: ''
  addition_method: manual
  content_hash: 122c77eeac0f609a07457f5415a2e09524d356674ed39f58d08a783a9cabde68
  health_score: 100.0
  last_checked: 1781736123.142216
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  - docs/qa.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  - qa.md
  year: '2026'
  ai_summary: An extensive curated directory compiling top-tier testing tools, frameworks,
    and continuous validation resources. Features directories for end-to-end web tests,
    load injection suites, API contract testers, and mobile automation libraries.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Test Automation Repositories
  is_microservice: false
  title: Awesome Test Automation
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/atombender/ktail:
  description: ''
  addition_method: manual
  content_hash: df0e7f2e8603144cba19bbf1aac09e4afeb62d7e17c9b896b903d5b2ca6a69fb
  gh_license: MIT
  gh_pushed: '2024-12-12T00:15:59Z'
  gh_stars: 365
  health_score: 100.0
  last_checked: 1779032800.756558
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2017'
  ai_summary: A dedicated log-streaming tool built to stream, aggregate, and colorize
    logs from multiple workloads simultaneously. It filters log pipelines by name
    or label schemas to optimize terminal investigations.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Observability & Performance
  - Log Streaming
  - CLI Log Tools
  is_microservice: false
  title: "==atombender/ktail== \U0001F31F"
https://github.com/auchenberg/volkswagen:
  description: ''
  addition_method: manual
  content_hash: 93b447d3c580cbc91864737ac4c76580b4f07569783000abe2a687b53a4393b4
  gh_license: MIT
  gh_pushed: '2026-02-27T07:23:49Z'
  gh_stars: 15447
  health_score: 100.0
  last_checked: 1779032243.243873
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: '2016'
  ai_summary: A satirical utility that detects if a test suite is running inside a
    CI pipeline and automatically forces a green/passing status. A humorous warning
    on metrics tampering.
  language: JavaScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Testing
  - Satire
  is_microservice: false
  title: auchenberg/volkswagen
https://github.com/authelia/authelia:
  description: ''
  addition_method: manual
  content_hash: 2209fc4a3a7d59e14441ca939b359b22219057aece6ca60b5085c4dd362d194e
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T08:39:42Z'
  gh_stars: 28049
  health_score: 100.0
  last_checked: 1779032163.428558
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Authelia is an open-source authentication and authorization server providing
    single sign-on (SSO) for applications behind reverse proxies. It supports multi-factor
    authentication (MFA), dynamic security policies, and user management, offloading
    auth logic from backend systems.
  language: Go
  resource_type: Identity Provider / SSO Portal
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - Authentication & Authorization
  - Single Sign-On
  is_microservice: true
  title: "Authelia \U0001F31F"
https://github.com/automateyournetwork/automate_your_network:
  description: ''
  addition_method: manual
  content_hash: 5d31d3be43cf606cbb74f11b646eb7b881cad9edf676806d16c1f0613eab0b1f
  gh_license: GPL-3.0
  gh_pushed: '2023-09-14T21:51:12Z'
  gh_stars: 647
  health_score: 100.0
  last_checked: 1779031429.511523
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2023'
  ai_summary: A comprehensive network automation repository by John Capobianco supporting
    his publication. It presents concrete playbooks and collections to programmatically
    manage, audit, and document enterprise network appliances and switches.
  language: YAML
  resource_type: Source Code
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Network Automation
  is_microservice: false
  title: 'github.com/automateyournetwork/automate_your_network: Automate Your Network''
    - John Capobianco - July 1st 2023'
https://github.com/avelino/awesome-go:
  description: ''
  addition_method: manual
  ai_summary: The definitive curated repository of high-quality Go frameworks, libraries,
    and software. Unmatched resource for identifying vetted dependencies for enterprise
    service development. Ideal for building lightweight, hyper-fast microservices,
    Kubernetes operators, and cloud infrastructure CLI tools.
  complexity: Intermediate
  content_hash: 292d69dad4fc77350d3fa86ed7f3445202a3d206cf44e1bacefa89ba335df2db
  gh_license: MIT
  gh_pushed: '2026-06-14T05:05:39Z'
  gh_stars: 175407
  health_score: 100.0
  hierarchy:
  - Programming Languages
  - Go
  - Resources
  is_microservice: true
  language: Go
  last_checked: 1779033429.477965
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/golang.md
  - docs/other-awesome-lists.md
  v2_locations:
  - golang.md
  - other-awesome-lists.md
  year: '2026'
  title: "Awesome Go \U0001F31F"
  is_special: true
https://github.com/avencera/yamine:
  description: ''
  addition_method: manual
  ai_summary: A fast, Rust-based CLI processor built to parse and validate YAML file
    structures. While development is inactive, it serves as a lightweight local tool
    for querying configuration nodes in resource-constrained container images.
  complexity: intermediate
  content_hash: c4e4ca3024ed487a1458c6f048e15edca15c9af13912b36f9a79359040d90465
  gh_license: Apache-2.0
  gh_pushed: '2023-11-14T15:26:04Z'
  gh_stars: 19
  health_score: 100.0
  hierarchy:
  - Configuration Management
  - YAML Processing
  - CLI Tools
  is_microservice: false
  language: Rust
  last_checked: 1779029985.469766
  needs_ai_refresh: true
  resource_type: tool
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2021'
  title: avencera/yamine
  is_special: true
https://github.com/awesome-devops/awesome-ansible:
  addition_method: manual
  content_hash: a6d2538e3c6f7054fdc0b96563cc79781689be4289ad2df477cefddcdf223336
  description: ''
  health_score: 100.0
  last_checked: 1779034296.148095
  stars: 0
  title: https://github.com/awesome-devops/awesome-ansible
  v1_locations:
  - docs/ansible.md
  year: N/A
https://github.com/awesome-foss/awesome-sysadmin:
  description: ''
  addition_method: manual
  ai_summary: An exhaustive curation of open-source sysadmin resources, listing production-ready
    system monitors, configuration management tools, security suites, and virtualization
    frameworks used globally by SREs.
  complexity: Intermediate
  content_hash: 1fd8ce0ee108f10c5f79b57aebca66b9b362a567c0afc83264a4704b99ae3bd8
  gh_license: NOASSERTION
  gh_pushed: '2026-06-03T21:31:07Z'
  gh_stars: 34277
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Sysadmin
  - Resources
  is_microservice: false
  language: Markdown
  last_checked: 1779033759.54017
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devops-tools.md
  - docs/iac.md
  - docs/monitoring.md
  v2_locations:
  - devops-tools.md
  - iac.md
  - monitoring.md
  year: '2026'
  title: Awesome Sysadmin
https://github.com/awesome-it/adeploy:
  description: ''
  addition_method: manual
  content_hash: 73a59f2bcd53854998e44781b7181e97d3587dda6739ea22414a016470c72775
  gh_license: BSD-3-Clause
  gh_pushed: '2026-03-23T16:01:24Z'
  gh_stars: 14
  health_score: 100.0
  last_checked: 1779032057.289364
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: An Ansible-based automation utility designed to orchestrate early-stage
    Kubernetes cluster deployments. Modern production operations have entirely transitioned
    to Kubernetes-native platforms (e.g., Kubeadm, Cluster API) and GitOps tooling
    (e.g., Argo CD).
  language: Python
  resource_type: CLI / Script
  complexity: Intermediate
  hierarchy:
  - Operations
  - GitOps & Delivery
  - Deployment Automation
  is_microservice: false
  title: awesome-it/adeploy
https://github.com/awesome-soft/awesome-devops:
  description: ''
  addition_method: manual
  content_hash: df038a8577496df46981aaba137c4729d4fc5c6a96ae3e93c4a617ce97612df7
  gh_license: MIT
  gh_pushed: '2025-06-05T06:21:48Z'
  gh_stars: 518
  health_score: 100.0
  last_checked: 1779030404.394385
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A multi-disciplinary tool index mapping platforms for provisioning,
    monitoring, security, container hosting, and deployment automation. Acts as a
    quick-lookup repository for constructing comprehensive DevOps toolchains.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - DevOps & SRE Engineering
  - General Tooling
  is_microservice: false
  title: Awesome DevOps
  is_special: true
https://github.com/awesome-sre/awesome-sre:
  description: ''
  addition_method: manual
  content_hash: 021ccfb5e4969ceefc90fd61ddc505c9db6b049211b74bb0a466925c3524ec19
  health_score: 100.0
  last_checked: 1781736123.151118
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A general SRE community registry documenting articles, telemetry paradigms,
    cluster performance charts, and manual failover plans for high-concurrency web
    systems.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Site Reliability Engineering
  - General SRE
  is_microservice: false
  title: awesome-sre/awesome-sre
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/aws-cloudformation/cloudformation-guard:
  addition_method: manual
  content_hash: 80aa712b02fec3418dc86d022a043d90881873d43e7b6851962e9fd01ec6da8e
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779033974.554805
  needs_ai_refresh: true
  stars: 0
  title: AWS CloudFormation Guard
  v1_locations:
  - docs/aws-iac.md
  year: N/A
https://github.com/aws-controllers-k8s/community:
  description: ''
  addition_method: manual
  ai_summary: Official community hub for AWS Controllers for Kubernetes (ACK). It
    allows cloud platform engineers to define and manage AWS resources (like RDS databases,
    S3 buckets, and SQS queues) directly through standard Kubernetes manifests and
    controllers.
  complexity: Advanced
  content_hash: 8c61de863d9d618c6469f0c6adbceb09bb3429f1003d6aeea23e3890328e8ca7
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T20:57:56Z'
  gh_stars: 2627
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - ACK
  is_microservice: false
  language: Go
  last_checked: 1779032953.155202
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - kubernetes-tools.md
  year: '2026'
  title: "AWS Controllers for Kubernetes (ACK) \U0001F31F"
https://github.com/aws-ia/terraform-aws-eks-blueprints:
  description: ''
  addition_method: manual
  ai_summary: A production-ready collection of Terraform modules designed to accelerate
    Amazon EKS cluster deployments. Live Grounding highlights its architecture for
    bootstrapping clusters with essential add-ons like Karpenter, AWS Load Balancer
    Controller, and Prometheus. It represents the industry standard for declarative
    EKS infrastructure provisioning.
  complexity: Advanced
  content_hash: b10114e005af34dd0a1b090b242ad5d0300ce15888760f434b4a9c9f669918da
  gh_license: Apache-2.0
  gh_pushed: '2026-06-05T11:52:56Z'
  gh_stars: 3024
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  is_microservice: false
  language: HCL
  last_checked: 1779034355.907401
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - terraform.md
  year: '2026'
  title: "==github.com/aws-ia/terraform-aws-eks-blueprints (examples) \U0001F31F\U0001F31F\U0001F31F=="
https://github.com/aws-ia/terraform-aws-eks-blueprints/blob/main/docs/v4-to-v5/motivation.md:
  addition_method: manual
  content_hash: 2c9c034bfea790f9e75891f8aad8bd0022eaa94cd283c308e84cbea5611b9ab2
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779029268.246351
  needs_ai_refresh: true
  stars: 0
  title: Direction for v5 of Terraform EKS Blueprints
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://github.com/aws-observability:
  description: ''
  addition_method: manual
  content_hash: 32f9ed227a0d9d466b2608c94a92bdcba69daa5957985988f41e207df893e9c1
  health_score: 100.0
  last_checked: 1779029174.695531
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: The main landing repository for AWS Observability engineering groups.
    Provides multi-faceted Terraform templates designed to spin up standardized, enterprise-grade
    cloud logging and analytical tools.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  is_microservice: false
  title: github.com/aws-observability
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/aws-observability/terraform-aws-observability-accelerator:
  addition_method: manual
  content_hash: 7160eea9597c82c0cbab2e806ff4aa39884346cc33c66281304796c207d8a342
  health_score: 100.0
  last_checked: 1779032780.159265
  v1_locations:
  - docs/terraform.md
https://github.com/aws-quickstart/cdk-eks-blueprints:
  addition_method: manual
  content_hash: 0dfa9e033918308136eab12a441be32ed43249e4d49bd227ab3aa9e566596a55
  description: ''
  health_score: 100.0
  last_checked: 1779029897.594014
  stars: 0
  title: '==aws-quickstart/cdk-eks-blueprints: Amazon EKS Blueprints for CDK=='
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://github.com/aws-samples:
  description: ''
  addition_method: manual
  content_hash: 818b25c8b128c4cc08f1b407654a5168ca85db1486768edb4d8634628e815922
  health_score: 100.0
  last_checked: 1779034306.720688
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2026'
  ai_summary: The master organization containing AWS-curated reference architectures,
    deployment scripts, and code samples. Serves as a vital baseline for implementing
    multi-account strategies, serverless setups, and security blueprints.
  language: Multi
  resource_type: Organization
  complexity: Advanced
  hierarchy:
  - Public Cloud Providers
  - AWS
  - Best Practices
  is_microservice: false
  title: "==github.com/aws-samples== \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/aws-samples/aws-auto-inventory:
  description: ''
  addition_method: manual
  content_hash: d313f0e1c1d23aa70404f9af62b2948d85be04af17d3609ce1a0253fc928a08c
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T19:34:23Z'
  gh_stars: 254
  health_score: 100.0
  last_checked: 1779033655.90476
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2024'
  ai_summary: An automated system designed to discover, track, and catalog AWS infrastructure
    assets across multiple regions and accounts. Leverages Serverless functions and
    AWS Config to maintain real-time compliance dashboards.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Public Cloud Providers
  - AWS
  - Asset Management
  is_microservice: false
  title: "github.com/aws-samples/aws-auto-inventory: AWS Automated Inventory \U0001F31F"
https://github.com/aws-samples/aws-cdk-for-k3scluster:
  description: ''
  addition_method: manual
  content_hash: c2b3307d5505a3dde5e67e92035a8d1a9872f9d58d9450854c4259e2e2a9a1cd
  gh_license: MIT
  gh_pushed: '2022-10-27T13:35:31Z'
  gh_stars: 61
  health_score: 100.0
  last_checked: 1779032790.445977
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2023'
  ai_summary: An AWS Cloud Development Kit (CDK) resource package that constructs
    complete K3s virtual machine clusters on EC2, offering a highly economical alternative
    to managed AWS EKS services.
  language: TypeScript
  resource_type: IaC
  complexity: Intermediate
  hierarchy:
  - Edge & IoT
  - Infrastructure as Code
  - AWS CDK
  is_microservice: false
  title: "github.com/aws-samples/cdk-k3s-cluster \U0001F31F"
https://github.com/aws-samples/aws-cdk-stack-builder-tool:
  description: ''
  addition_method: manual
  content_hash: 93a3ebf7ea5faff6c84b491c2841b309a61ceb63f65f710297d3782e44d4c829
  gh_license: MIT-0
  gh_pushed: '2024-08-01T15:35:30Z'
  gh_stars: 202
  health_score: 100.0
  last_checked: 1779033487.172637
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2024'
  ai_summary: An AWS Samples tool configured to dynamically build and modularize AWS
    CDK stacks based on high-level configuration templates. It streamlines boilerplate
    IAC setup, allowing platform engineering teams to maintain clean, scalable multi-environment
    stacks. Ideal for bootstrapping large cloud applications adhering to AWS Well-Architected
    frameworks.
  language: TypeScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Infrastructure as Code
  is_microservice: false
  title: ==github.com/aws-samples/aws-cdk-stack-builder-tool==
https://github.com/aws-samples/aws-customer-playbook-framework:
  description: ''
  addition_method: manual
  content_hash: 82978fb0b4badce58791e9b1211ffc292cb1b18641bd837172c86e076e686297
  gh_license: NOASSERTION
  gh_pushed: '2026-06-13T23:29:32Z'
  gh_stars: 661
  health_score: 100.0
  last_checked: 1779034582.646233
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2025'
  ai_summary: A comprehensive operational framework that helps organizations define,
    structure, and automate IT playbooks and runbooks on AWS. Enhances incident response
    protocols and disaster recovery simulations.
  language: TypeScript
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Public Cloud Providers
  - AWS
  - Operational Excellence
  is_microservice: false
  title: "github.com/aws-samples/aws-customer-playbook-framework \U0001F31F"
https://github.com/aws-samples/aws-eks-accelerator-for-terraform:
  addition_method: manual
  content_hash: b10114e005af34dd0a1b090b242ad5d0300ce15888760f434b4a9c9f669918da
  description: ''
  health_score: 100.0
  last_checked: 1779031026.286326
  stars: 0
  title: "github.com/aws-samples/aws-eks-accelerator-for-terraform: AWS EKS Accelerator'
    for Terraform \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://github.com/aws-samples/aws-network-hub-for-terraform:
  description: ''
  addition_method: manual
  content_hash: f90f133dc5fdb9937ae0040c9da9cfe80b3a117b17c361d19a75f217f09d5e2e
  gh_license: MIT-0
  gh_pushed: '2024-06-11T14:55:42Z'
  gh_stars: 103
  health_score: 100.0
  last_checked: 1779033030.843072
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2024'
  ai_summary: Structured Terraform blueprints for provisioning centralized Transit
    Gateway or Cloud WAN hubs. Implements hub-and-spoke networking topology across
    multi-account enterprise structures safely.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - AWS Networking
  is_microservice: false
  title: '==aws-samples/aws-network-hub-for-terraform: Network Hub Account with Terraform=='
https://github.com/aws-samples/aws-secrets-manager-hybrid-secret-replication-from-hashicorp-vault:
  description: ''
  addition_method: manual
  content_hash: e6966ffed386f7a22e26fdd7e5a35687d807fc1c6dda1c86f60058dd915c314a
  gh_license: MIT-0
  gh_pushed: '2024-06-18T14:19:35Z'
  gh_stars: 16
  health_score: 100.0
  last_checked: 1779031064.966434
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: '2022'
  ai_summary: An AWS-samples repository containing code to continuously replicate
    secret assets between external managers (such as HashiCorp Vault) and AWS Secrets
    Manager. Features serverless execution scripts to maintain secrets synchronization
    across hybrid-cloud infrastructures.
  language: Python/Terraform
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS
  - Secrets Management
  is_microservice: true
  title: 'github.com/aws-samples: How to set up continuous replication from your third-party''
    secrets manager to AWS Secrets Manager'
https://github.com/aws-samples/aws-training-demo:
  addition_method: manual
  content_hash: e5f76d0406a15b046932dbd2d9018593d8479bc2555802fc14e9153e30744ddf
  description: ''
  health_score: 100.0
  last_checked: 1779030611.478893
  stars: 0
  title: github.com/aws-samples/aws-training-demo
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/aws-samples/aws-waf-ops-dashboards:
  description: ''
  addition_method: manual
  content_hash: dcaf014a4d72a7da3894d5ce0acf5bc9846ef88858e8f35e4dc73bd084f64814
  gh_license: MIT-0
  gh_pushed: '2024-11-27T08:21:51Z'
  gh_stars: 56
  health_score: 100.0
  last_checked: 1779029370.065385
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: Contains CloudFormation templates and Athena query scripts to establish
    centralized dashboards for AWS Web Application Firewall (WAF) logs. Empowers security
    operations to detect anomalous traffic patterns.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Public Cloud Providers
  - AWS
  - Security & WAF
  is_microservice: false
  title: github.com/aws-samples/aws-waf-ops-dashboards
https://github.com/aws-samples/hardeneks:
  description: ''
  addition_method: manual
  ai_summary: A command-line verification tool that systematically audits Amazon EKS
    clusters against established AWS operational and security best practices. Evaluates
    network security, IAM posture, pod disruption budgets, and admission control policies
    to generate a structured hardening roadmap.
  complexity: Advanced
  content_hash: edc2459616595e86d5e6383d5f5a3787764cae0b6835ee512405c7a17634c4bd
  gh_license: MIT-0
  gh_pushed: '2026-05-26T00:27:14Z'
  gh_stars: 958
  health_score: 100.0
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Security & Hardening
  - Compliance Auditing
  is_microservice: false
  language: Python
  last_checked: 1779029341.244744
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2023'
  title: ==aws-samples/hardeneks==
https://github.com/aws-samples/kubernetes-log4j-cve-2021-44228-node-agent:
  description: ''
  addition_method: manual
  ai_summary: An archival security daemonset developed by AWS to locate containers
    running vulnerable Log4j libraries in Kubernetes. While no longer actively maintained,
    the scanning patterns and daemon architecture provide a solid reference for building
    automated host security scanning tools.
  complexity: Advanced
  content_hash: 22448286ac0f3eab391c744233094b8ae540668353a4f8af768a2d36c126e674
  gh_license: Apache-2.0
  gh_pushed: '2022-08-26T14:56:01Z'
  gh_stars: 2
  health_score: 100.0
  hierarchy:
  - Security
  - Vulnerabilities
  - Log4j Detection Agent
  is_microservice: true
  language: Go
  last_checked: 1779033773.451103
  needs_ai_refresh: true
  resource_type: Tool
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2021'
  title: 'github.com/aws-samples: Apache Log4j2 CVE-2021-44228 node agent'
https://github.com/aws-samples/resource-tagging-automation:
  description: ''
  addition_method: manual
  content_hash: 353e106235cad0b0eb9a3d84375d179ed0575446d2bb8833813930176db4411c
  gh_license: MIT-0
  gh_pushed: '2026-05-19T03:16:19Z'
  gh_stars: 55
  health_score: 100.0
  last_checked: 1779029641.249659
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: Automated cloud governance solution leveraging AWS Lambda to automatically
    append standardized metadata tags onto AWS resources. Simplifies enterprise cost
    allocation and compliance enforcement operations.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Public Cloud Providers
  - AWS
  - Resource Tagging
  is_microservice: false
  title: 'github.com/aws-samples: Guide to Resource Tagging Automation'
https://github.com/aws-samples/serverless-java-frameworks-samples:
  description: ''
  addition_method: manual
  content_hash: 867180f2e91e7ff5a77f1975a4475a158eee7e6d192f07ef1fec431162932a46
  gh_license: MIT-0
  gh_pushed: '2024-01-10T14:16:26Z'
  gh_stars: 159
  health_score: 100.0
  last_checked: 1779033068.698051
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2024'
  ai_summary: Provides deep-dive comparison and code samples for building serverless
    workloads with Java on AWS Lambda. Evaluates cold-start strategies, optimization
    techniques, and framework comparisons like Spring Cloud Function, Micronaut, and
    Quarkus.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Serverless Architectures
  - AWS Lambda
  - Java Performance
  is_microservice: false
  title: "aws-samples/serverless-java-frameworks-samples: Lambda demo with common'
    Java application frameworks \U0001F31F"
https://github.com/aws-samples/service-catalog-engine-for-terraform-os:
  description: ''
  addition_method: manual
  content_hash: 141ecec3f0fa591c8ce5cf754d915850551d85b3d2218af4ef16c82b25ff0ead
  gh_license: Apache-2.0
  gh_pushed: '2024-05-22T12:58:49Z'
  gh_stars: 147
  health_score: 100.0
  last_checked: 1779030780.110586
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: AWS-maintained blueprint demonstrating integration between AWS Service
    Catalog and Terraform. Empowers centralized IT admins to declare pre-approved,
    compliant infrastructure configurations for user self-service provisioning.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  is_microservice: false
  title: '==github.com/aws-samples: AWS Service Catalog Engine for Terraform=='
https://github.com/aws-samples/service-control-policy-examples:
  description: ''
  addition_method: manual
  content_hash: ef3f0e023a64271f4be0f8d1359af9025a8e6cb503d00a91f8a3642438dab932
  gh_license: MIT-0
  gh_pushed: '2026-06-09T14:29:13Z'
  gh_stars: 305
  health_score: 100.0
  last_checked: 1779032552.567438
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: '2023'
  ai_summary: A curated directory of structural AWS Service Control Policies (SCPs)
    utilized within AWS Organizations. It provides architectural JSON blocks to establish
    hard regional restrictions, enforce multi-factor authentication, restrict dangerous
    actions, and protect critical cloud monitoring tools.
  language: JSON
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Security and Compliance
  is_microservice: false
  title: 'github.com/aws-samples: Service Control Policy examples'
https://github.com/aws-samples/visualize-iam-access-analyzer-policy-validation-findings:
  description: ''
  addition_method: manual
  content_hash: f3fa9a4196c5cb6dc490af4524fd9c48039fe8b55ccc0ca58794beb6cb5b1a40
  gh_license: MIT-0
  gh_pushed: '2023-02-22T16:02:21Z'
  gh_stars: 21
  health_score: 100.0
  last_checked: 1779030235.967384
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: '2021'
  ai_summary: A reference implementation that automates the visualization of AWS IAM
    Access Analyzer validation findings. By routing findings through Amazon EventBridge,
    AWS Lambda, and QuickSight, it provides operations teams with a visual dashboard
    of policy syntax issues and non-compliant definitions across multiple accounts.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - AWS IAM
  - Compliance & Monitoring
  is_microservice: false
  title: 'github.com/aws-samples: Visualize AWS IAM Access Analyzer Policy Validation''
    Findings'
https://github.com/aws-samples/well-architected-iac-analyzer:
  description: ''
  addition_method: manual
  ai_summary: An AWS-backed auditing analyzer designed to inspect CloudFormation and
    Terraform designs against the AWS Well-Architected standard. Evaluates infrastructure-as-code
    deployments for security vulnerabilities and reliability issues before runtime
    provisioning.
  complexity: Advanced
  content_hash: 0d76dd9d8bc2aa894af79faf1731a0b1820561aa2858dee446b5d6a9fd641056
  gh_license: MIT-0
  gh_pushed: '2026-06-11T07:08:01Z'
  gh_stars: 483
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Compliance Auditing
  is_microservice: false
  language: Python
  last_checked: 1779030482.75807
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ai.md
  - docs/aws-architecture.md
  - docs/iac.md
  v2_locations:
  - ai.md
  - aws-architecture.md
  - iac.md
  year: '2026'
  title: AWS Well-Architected IaC Analyzer
https://github.com/aws-solutions/aws-waf-security-automations:
  addition_method: manual
  gh_license: Apache-2.0
  gh_pushed: '2026-05-19T17:17:13Z'
  gh_stars: 922
  last_checked: 1781735878.648491
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - aws-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering github.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://github.com/aws/amazon-ec2-metadata-mock:
  description: ''
  addition_method: manual
  content_hash: 7170fe54585c143eba0319e7e780f6b9f481c4686eca4726f5bc412f81116a29
  gh_license: Apache-2.0
  gh_pushed: '2026-05-26T18:01:53Z'
  gh_stars: 291
  health_score: 100.0
  last_checked: 1779030719.03204
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-miscellaneous.md
  v2_locations:
  - aws-miscellaneous.md
  year: '2025'
  ai_summary: Curator Insight presents this tool as a local mock for the Amazon EC2
    Instance Metadata Service (IMDSv1/v2). Live Grounding confirms its high utility
    in local testing pipelines and CI/CD environments, allowing developers to simulate
    instance roles, security credentials, and spot interruption notices without provisioning
    real cloud resources.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Testing & Chaos
  - Local Emulation
  - EC2 Metadata
  is_microservice: false
  title: Amazon EC2 Metadata Mock
https://github.com/aws/amazon-eks-pod-identity-webhook:
  description: ''
  addition_method: manual
  ai_summary: A mutating admission webhook that injects AWS IAM environmental variables
    and credentials into Kubernetes Pods. This enables IAM Roles for Service Accounts
    (IRSA), allowing pods to securely access external AWS API endpoints without relying
    on shared node-level roles.
  complexity: Advanced
  content_hash: 900ea2479ec0af33543f0ce1d517d94c64ccea8bc87133846a70a8fe7bf276b2
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T23:20:14Z'
  gh_stars: 683
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Security & Compliance
  - IAM
  is_microservice: false
  language: Go
  last_checked: 1779034323.506482
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2026'
  title: azon EKS Pod Identity Webhook
https://github.com/aws/aws-node-termination-handler:
  description: ''
  addition_method: manual
  ai_summary: High-efficiency agent ensuring EKS pod rescheduling during abrupt EC2
    instance maintenance events, Spot interruptions, or ASG rebalance recommendations.
    Gracefully drains affected nodes, maintaining overall cluster operational reliability.
  complexity: Advanced
  content_hash: 01103f43679fee0307728fb10caa4ad677035880b1cbddf33ba5e7986e7ff699
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T18:00:49Z'
  gh_stars: 1757
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Spot Instances
  is_microservice: false
  language: Go
  last_checked: 1779032579.205427
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - kubernetes-tools.md
  year: '2026'
  title: "==aws/aws-node-termination-handler== \U0001F31F"
https://github.com/aws/containers-roadmap:
  description: ''
  addition_method: manual
  content_hash: a651d1bd73fd7a541f169ac4c3c373abe2c1fcb7b07c5ef981f09037ca9c4b64
  gh_license: NOASSERTION
  gh_pushed: '2025-03-25T18:13:16Z'
  gh_stars: 5350
  health_score: 100.0
  last_checked: 1779031456.019786
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: The open-source public roadmap for AWS container services (ECS, EKS,
    ECR). It bridges developer requirements with core AWS engineering teams, offering
    a transparent ledger of feature designs, active developments, and historical releases.
  language: Markdown
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Containers
  is_microservice: false
  title: 'aws/containers-roadmap: AWS Containers Roadmap'
https://github.com/aws/eks-anywhere:
  description: ''
  addition_method: manual
  ai_summary: Official hybrid-cloud open-source distribution bringing EKS lifecycle
    tooling, operational practices, and configurations directly into bare-metal, vSphere,
    or Nutanix environments. Maintains uniform operational patterns across hybrid
    infrastructures.
  complexity: Advanced
  content_hash: 0e4a9995f346ee09cf6603d3aa9b5c28db4498c13f6478636e9bc47573ec4444
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T21:57:52Z'
  gh_stars: 2096
  health_score: 100.0
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Hybrid Cloud
  - On-Premises EKS
  is_microservice: false
  language: Go
  last_checked: 1779030558.991
  needs_ai_refresh: true
  resource_type: Deployment Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2023'
  title: 'EKS Anywhere: github.com/aws/eks-anywhere'
https://github.com/aws/eks-charts:
  description: ''
  addition_method: manual
  ai_summary: The official Helm chart repository maintained by Amazon Web Services
    to bootstrap essential cluster add-ons. It hosts deployment packages for core
    utilities like App Mesh Controller, AWS Load Balancer Controller, Node Termination
    Handler, and the VPC CNI plugin.
  complexity: Intermediate
  content_hash: 3512a561b798a96282a8e9f78d9e69f8109d1b85d8dac2f5d0182c49b4622302
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T17:42:16Z'
  gh_stars: 1298
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Helm Repositories
  is_microservice: false
  language: Smarty
  last_checked: 1779030335.821445
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2026'
  title: "==github.com/aws/eks-charts== \U0001F31F"
https://github.com/aws/eks-distro:
  description: ''
  addition_method: manual
  ai_summary: An open-source release containing the exact upstream Kubernetes components,
    security backports, and upstream patches used by Amazon EKS. Empowers platform
    developers to run highly synchronized non-AWS clusters.
  complexity: Advanced
  content_hash: 1d4ed3479bda4d77f443bde81755492b1a8fef12a2b80ae8efceaa16c44195a0
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T15:28:20Z'
  gh_stars: 1458
  health_score: 100.0
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Kubernetes Distributions
  - Base Build
  is_microservice: false
  language: Go
  last_checked: 1779031426.161972
  needs_ai_refresh: true
  resource_type: Software Distribution
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2023'
  title: ==aws/eks-distro==
https://github.com/aws/karpenter-provider-aws:
  description: ''
  addition_method: manual
  content_hash: 5efc45c20734350a0c65c8fc00f26170d524537559c5104c344a46a18a3b0ff5
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T17:11:07Z'
  gh_stars: 7654
  health_score: 100.0
  last_checked: 1779130495.033744
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 5
  ai_summary: Karpenter is an open-source, high-performance node provisioning operator
    built for Kubernetes. It bypasses traditional ASG-based scaling by launching right-sized
    EC2 instances directly in response to unschedulable pods, significantly reducing
    scheduling latency and resource waste.
  language: Go
  resource_type: Operator
  complexity: High
  hierarchy:
  - Infrastructure
  - Autoscaling
  - Node Provisioning
  is_microservice: true
  title: awslabs/karpenter
https://github.com/aws/secrets-store-csi-driver-provider-aws:
  description: ''
  addition_method: manual
  ai_summary: The official AWS Secrets Manager provider for the Secrets Store CSI
    Driver. Mounts secrets directly from AWS Secrets Manager into pods as transient
    virtual filesystems, keeping secrets out of both the etcd database and persistent
    storage nodes.
  complexity: Advanced
  content_hash: ed9caa75dfefdcd07ddcc0b0cc923b7ae888457ee6adf38b529837c4133f0249
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T16:13:51Z'
  gh_stars: 587
  health_score: 100.0
  hierarchy:
  - Security
  - Secrets Management
  - CSI Driver Providers
  is_microservice: true
  language: Go
  last_checked: 1779033943.016738
  needs_ai_refresh: true
  resource_type: Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: 'aws/secrets-store-csi-driver-provider-aws: AWS Secrets Manager and Config''
    Provider for Secret Store CSI Driver'
https://github.com/awslabs:
  description: ''
  addition_method: manual
  ai_summary: The central AWS Labs GitHub organization housing hundreds of active
    experimental projects, tooling integrations, and reference CDK blueprints. Live
    Grounding highlights this hub as a critical launchpad for emerging patterns in
    infrastructure-as-code and cloud automation. It provides platform engineering
    teams with robust, peer-reviewed building blocks for accelerated architecture
    design.
  complexity: Advanced
  content_hash: 77eceb187995b0fae21705b9b2adf06e9327ec39af9c878323df2a9abf2fb65e
  health_score: 100.0
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Reference Architectures
  is_microservice: false
  language: N/A
  last_checked: 1779029169.225877
  needs_ai_refresh: true
  resource_type: Platform
  stars: 0
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/aws-architecture.md
  - docs/aws-tools-scripts.md
  - docs/aws.md
  v2_locations:
  - aws-architecture.md
  - aws-tools-scripts.md
  - aws.md
  year: '2026'
  title: AWS Labs GitHub
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/awslabs/amazon-ecr-credential-helper:
  description: ''
  addition_method: manual
  content_hash: 6485c879c08e0048456259670896b18bcea1520aad1490fd027b541df0bf53cf
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T16:44:24Z'
  gh_stars: 2703
  health_score: 100.0
  last_checked: 1779034139.574942
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-containers.md
  v2_locations:
  - aws-containers.md
  year: '2025'
  ai_summary: A Docker credential helper that handles seamless, transparent IAM-based
    authentication for Amazon ECR. By removing the need to run periodic 'aws ecr get-login-password'
    cron jobs, it enhances runtime security by integrating directly with standard
    IAM Instance Profiles and local AWS config files.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Security Practices
  is_microservice: true
  title: 'awslabs/amazon-ecr-credential-helper: Amazon ECR Docker Credential Helper'
https://github.com/awslabs/amazon-eks-ami/issues/183:
  description: ''
  addition_method: manual
  content_hash: 3efb5a631c9ef42d3718b7947268b418aa37ae03667c290e8272049c88c56339
  gh_license: MIT-0
  gh_pushed: '2026-06-12T01:26:31Z'
  gh_stars: 2651
  health_score: 100.0
  last_checked: 1779030197.283987
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2018'
  ai_summary: A long-standing GitHub issue discussing Docker build networking constraints,
    specifically regarding the utilization of host-networking. Valuable for troubleshooting
    build-time network discovery and enterprise proxy traversal.
  language: English
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Containerization
  - Networking
  is_microservice: false
  title: 'ref1: docker build --network=host'
https://github.com/awslabs/amazon-s3-tar-tool:
  description: ''
  addition_method: manual
  content_hash: 2a13e2400114619f000a6378403d1e6537ba17a05b54e1aba3d239eb2dbfa011
  gh_license: Apache-2.0
  gh_pushed: '2026-04-08T02:24:52Z'
  gh_stars: 233
  health_score: 100.0
  last_checked: 1779034392.277136
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2025'
  ai_summary: An AWS Labs utility designed to parallelize the creation of TAR archives
    directly from S3 bucket structures. It prevents the network egress bottle-necks
    associated with downloading S3 objects locally before compression. Extremely valuable
    for big data analytics architectures and data lifecycle archival procedures.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Storage Management
  is_microservice: false
  title: 'github.com/awslabs/amazon-s3-tar-tool: Amazon S3 Tar Tool'
https://github.com/awslabs/assisted-log-enabler-for-aws:
  description: ''
  addition_method: manual
  content_hash: a639dceeef558c6cfb347e005da2e3088994cf965c57d0af619e56dd2d1e96b2
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T23:30:47Z'
  gh_stars: 274
  health_score: 100.0
  last_checked: 1779031898.675195
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2025'
  ai_summary: An AWS Labs community-focused repository offering automation scripts
    to identify resource endpoints that lack active logging and programmatically enable
    auditing (e.g., S3 server access logging, VPC Flow Logs). It addresses serious
    audit compliance gaps across expansive, multi-account structures. Live Grounding
    maintains its high utility for enterprises validating governance against SOC2
    and CIS benchmarks.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Logging and Auditing
  is_microservice: false
  title: 'github.com/awslabs/assisted-log-enabler-for-aws: Assisted Log Enabler -''
    Find resources that are not logging, and turn them on'
https://github.com/awslabs/aws-cloudsaga:
  description: ''
  addition_method: manual
  content_hash: 72b2d374572c51c3b212c0901e24f9e113bba18f791604eb743c29512ba40d18
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T23:25:47Z'
  gh_stars: 477
  health_score: 100.0
  last_checked: 1779031564.70116
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2025'
  ai_summary: AWS CloudSaga is an open-source tool developed by AWS to simulate security
    events and malicious activity directly inside your AWS environment. It enables
    security operations teams to validate detection mechanisms, alert pipelines, and
    incident response procedures. Essential for continuous red-teaming exercises and
    maintaining robust cloud posture management.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Security Simulation
  is_microservice: false
  title: '==awslabs/aws-cloudsaga: AWS CloudSaga - Simulate security events in AWS=='
https://github.com/awslabs/aws-kubernetes-migration-factory:
  description: ''
  addition_method: manual
  ai_summary: The AWS Kubernetes Migration Factory provides an automated, programmatic
    framework for migrating legacy VM-based or on-premises workloads into Amazon EKS.
    Curator Insight notes its structured pipelines that reduce migration errors, while
    Live Grounding confirms its utility in enterprise-scale rehosting plans. Key features
    include source-to-target automation, pre-migration validation, and automated target
    cluster provisioning.
  complexity: Advanced
  content_hash: e26f3a98e5b89e36ff101cb719d6253d6ccd4549bbf8b9038afb2edcfddac61b
  gh_license: Apache-2.0
  gh_pushed: '2024-09-25T20:41:08Z'
  gh_stars: 130
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Cloud Migration
  - Automation
  is_microservice: false
  language: Python
  last_checked: 1779031352.467595
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2026'
  title: "==github.com/awslabs: Kubernetes Migration Factory User Guide== \U0001F31F"
https://github.com/awslabs/aws-waf-sample:
  addition_method: manual
  content_hash: 18765cc1d9a80d454aac4d31c5e3e3ac458ca6d5e0b2885f71a2544369fae56e
  description: ''
  health_score: 100.0
  last_checked: 1779030583.784468
  stars: 0
  title: AWS WAF sample rules
  v1_locations:
  - docs/aws-security.md
  year: N/A
https://github.com/awslabs/cdk-eks-blueprints:
  description: ''
  addition_method: manual
  ai_summary: An AWS Cloud Development Kit (CDK) based framework that simplifies bootstrapping
    and configuring production-ready EKS clusters. Synthesizing developer insight
    with live deployment footprints, it provides programmatic control over EKS configurations,
    core add-ons, and IAM integrations. It is ideal for teams seeking TypeScript/Python
    program-based IaC over static YAML or HCL configurations.
  complexity: Advanced
  content_hash: 6d1c7f8cb4f4504526a91b80b3d6831dfaa2d23609fdd7ba4d74fd6a4c79ac63
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T23:11:51Z'
  gh_stars: 510
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - AWS CDK
  is_microservice: false
  language: TypeScript
  last_checked: 1779130495.009576
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2026'
  title: '==aws-quickstart/cdk-eks-blueprints: Amazon EKS Blueprints for CDK=='
https://github.com/awslabs/cdk8s:
  addition_method: manual
  content_hash: 4e4e6aa8ff97716ee088cd364fca4f83a29ce3f6ce9958ffd8b73eae54db2a2b
  description: ''
  health_score: 100.0
  last_checked: 1779030989.982793
  stars: 0
  title: github.com/awslabs/cdk8s
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://github.com/awslabs/cognito-at-edge:
  description: ''
  addition_method: manual
  content_hash: e404f89183c7624b41303bf7684985db4f495ce1cd01b7ad90a9c0fb6a4c06b0
  gh_license: Apache-2.0
  gh_pushed: '2026-05-29T16:43:34Z'
  gh_stars: 238
  health_score: 100.0
  last_checked: 1779030052.514673
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: '2023'
  ai_summary: An AWS Labs utility for parsing and verifying Amazon Cognito user authentication
    tokens directly inside CloudFront Lambda@Edge functions. This shifts JWT parsing
    to the network edge, avoiding cold starts on regional API servers.
  language: TypeScript
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  is_microservice: true
  title: awslabs/cognito-at-edge
https://github.com/awslabs/diagram-as-code:
  description: ''
  addition_method: manual
  content_hash: b785f63e07b6aec35d948693162ca6d59795c1bfaa2c91d1abd5b15d121ac443
  gh_license: Apache-2.0
  gh_pushed: '2026-04-20T01:46:01Z'
  gh_stars: 1519
  health_score: 100.0
  last_checked: 1779033508.482774
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  year: '2022'
  ai_summary: An AWS Labs community experiment designed to showcase the power of programmatically
    rendering complex systems architecture. Helps engineers integrate documentation
    updates directly inside release workflows.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Architecture & Visualization
  - Diagrams as Code
  - Python
  is_microservice: false
  title: "github.com/awslabs/diagram-as-code \U0001F31F"
https://github.com/awslabs/eks-node-viewer:
  description: ''
  addition_method: manual
  ai_summary: A highly functional CLI diagnostic tool designed to visualize real-time
    cost, resource utilization, and scheduling efficiency across Amazon EKS node groups.
    Highly integrated with dynamic autoscaling engines like Karpenter to optimize
    infrastructure financial footprints.
  complexity: Intermediate
  content_hash: 0bde84201333b18e725405254ecaa05aba317bf3205f04b8dd87323ad99b9878
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T19:56:47Z'
  gh_stars: 1632
  health_score: 100.0
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Cost Optimization
  - Node Scaling Metrics
  is_microservice: false
  language: Go
  last_checked: 1779033343.14635
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2023'
  title: awslabs/eks-node-viewer
https://github.com/awslabs/karpenter:
  addition_method: manual
  content_hash: d5d81bd6f2e1a86399f0b28a8b016245f35a425de82ac20bad1a52be5f295000
  description: ''
  health_score: 100.0
  last_checked: 1779031896.881284
  stars: 0
  title: awslabs/karpenter
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/awslabs/specctl:
  description: ''
  addition_method: manual
  ai_summary: A specialized security tool developed by AWS Labs to parse, extract,
    and map standard Kubernetes manifest objects or ECS task definitions directly
    into AWS infrastructure controls. Analyzes security and network isolation requirements.
  complexity: Advanced
  content_hash: 1bc5beb53afb89e68bcccf04c3c60985b6d289e14aa4593a45cf691c1a42da52
  gh_license: Apache-2.0
  gh_pushed: '2023-11-10T17:14:34Z'
  gh_stars: 258
  health_score: 100.0
  hierarchy:
  - Security & Governance
  - Kubernetes Compliance
  - Infrastructure Translation
  is_microservice: false
  language: Go
  last_checked: 1779034306.928352
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: '2023'
  title: github.com/awslabs/specctl
https://github.com/awslabs/sustainability-scanner:
  description: ''
  addition_method: manual
  content_hash: 71279f7c9292f087f392647331e6d2c66016616c552f4d963dd01cdeab02ecec
  gh_license: MIT-0
  gh_pushed: '2024-08-29T08:48:01Z'
  gh_stars: 124
  health_score: 100.0
  last_checked: 1779032108.764237
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: '2023'
  ai_summary: An AWS Labs security linter (SusScanner) designed to parse CloudFormation
    templates, highlighting optimization and resource usage anomalies. The tool aids
    in reducing carbon footprints and waste overhead by aligning resource choices
    with the AWS Sustainability Pillar.
  language: Python
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Sustainability
  is_microservice: false
  title: 'github.com/awslabs/sustainability-scanner: Sustainability Scanner (SusScanner)'
https://github.com/awslabs/terraform-iam-policy-validator:
  description: ''
  addition_method: manual
  content_hash: 354fc7cde8325e7bd07ccd57ffd8cad06c5c037c4d909569993d56f0f166b99b
  gh_license: MIT-0
  gh_pushed: '2025-06-09T22:47:03Z'
  gh_stars: 347
  health_score: 100.0
  last_checked: 1779030401.520578
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: '2021'
  ai_summary: A command-line tool designed to parse Terraform plans and validate IAM
    policies against AWS IAM Access Analyzer's validation rules during CI/CD. This
    enables automated static security analysis of infrastructure-as-code, blocking
    insecure policy deployment before they reach live environments.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - AWS IAM
  - Least Privilege Automation
  is_microservice: false
  title: awslabs/terraform-iam-policy-validator
https://github.com/aylei/kubectl-debug:
  description: ''
  addition_method: manual
  content_hash: b2309f629a8415f2d35aa07424e4548a1f1d6c70147de61c3fb8af9aad70cfd9
  gh_license: Apache-2.0
  gh_pushed: '2023-10-19T02:52:57Z'
  gh_stars: 2305
  health_score: 100.0
  last_checked: 1779034432.039956
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: '2020'
  ai_summary: Originally a popular community-built plugin to launch debugging containers
    within target pods, `kubectl-debug` has largely been superseded by native Kubernetes
    Ephemeral Containers (`kubectl debug` command) in modern releases. This project
    remains a valuable reference for historical context and legacy cluster compatibility.
    For modern clusters, engineers are strongly advised to transition to built-in
    Kubernetes diagnostic commands.
  language: English
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Troubleshooting Tooling
  - kubectl plugins
  is_microservice: false
  title: kubectl-debug
https://github.com/azohra/yaml.sh:
  description: ''
  addition_method: manual
  ai_summary: An experimental, pure Bash-based YAML parser designed to extract configurations
    without external runtime dependencies like Python or Node.js. It is a lightweight
    helper for minimal edge installations, though mostly inactive in terms of recent
    development.
  complexity: intermediate
  content_hash: 0cfc2dbf9260192158b5d7dc49e0d45b63299a02600ae86aaa8a155c50dd18fb
  gh_license: MIT
  gh_pushed: '2024-01-23T18:50:58Z'
  gh_stars: 34
  health_score: 100.0
  hierarchy:
  - Configuration Management
  - YAML Processing
  - CLI Tools
  is_microservice: false
  language: Bash
  last_checked: 1779031401.928968
  needs_ai_refresh: true
  resource_type: tool
  stars: 2
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2021'
  title: azohra/yaml.sh
  is_special: true
https://github.com/azsk/DevOpsKit:
  description: ''
  addition_method: manual
  content_hash: b9783691731becff9ab8cc1bcd7a74dc41860191a4800d478e3ab5b7f50a0d8d
  gh_license: MIT
  gh_pushed: '2024-05-07T12:50:16Z'
  gh_stars: 222
  health_score: 100.0
  last_checked: 1779033758.049454
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: 'The Secure DevOps Kit for Azure (AzSK) provides scanning scripts, CI/CD
    extensions, and compliance templates for secure-by-default cloud engineering.
    Live Grounding: As of recent cycles, AzSK has transitioned to a legacy state with
    Microsoft recommending native Azure Policy and Microsoft Defender for Cloud. It
    remains a valuable historical reference for building automated security controls
    directly into enterprise deployment workflows.'
  language: PowerShell
  resource_type: Software Toolkit
  complexity: Advanced
  hierarchy:
  - DevSecOps & Platform Engineering
  - Infrastructure Security
  - AzSK Toolkit
  is_microservice: false
  title: Secure DevOps Kit for Azure
https://github.com/azsk/DevOpsKit-docs:
  description: ''
  addition_method: manual
  content_hash: 9ea109c8e22550cb328511be5017491ab4175b9d6e2fd928482c5860a720e853
  gh_license: MIT
  gh_pushed: '2022-02-14T11:55:39Z'
  gh_stars: 498
  health_score: 100.0
  last_checked: 1779031302.828958
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: The official documentation repository supporting the Secure DevOps Kit
    for Azure (AzSK). It outlines operational processes for deploying automated security
    checks in Azure DevOps pipelines and resource deployment validation. While native
    Azure tools have superseded AzSK, the structured policies and patterns detailed
    here still inform modern DevSecOps security baselines.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevSecOps & Platform Engineering
  - Infrastructure Security
  - AzSK Documentation
  is_microservice: false
  title: DevOpsKit-docs
https://github.com/azure-devops:
  description: ''
  addition_method: manual
  content_hash: ae1c2217d251681e10403761be33aea790e916a8ffe27adf745ccde179788b28
  health_score: 100.0
  last_checked: 1779029252.134793
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2026'
  ai_summary: The main developer repository portal for Azure DevOps, cataloging extensions,
    migration tooling, and programmatic APIs required to integrate enterprise workflows
    with git-based operations.
  language: None
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Platform Integration
  is_microservice: false
  title: github.com/azure-devops
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/azure-samples/avm-terraform-labs:
  addition_method: manual
  content_hash: 0dacd7ef4066bcfad49dbad32e48db22e6c2e01d09f7a586d8d1178ee20b8de4
  health_score: 100.0
  last_checked: 1779034560.66281
  v1_locations:
  - docs/azure.md
  - docs/terraform.md
https://github.com/azure/fleet:
  description: ''
  addition_method: manual
  content_hash: 93f4b3c26fd86766496d535ea8f271bc0280836859aaaaa3d64c6f8ecea8285e
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T09:34:42Z'
  gh_stars: 224
  health_score: 100.0
  last_checked: 1779029802.176865
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: Explores Azure Kubernetes Service (AKS) Fleet Manager, designed for
    multi-cluster fleet-wide management. Coordinates application rollouts, implements
    global ingress configurations, and automates orchestrator upgrades across distributed
    topologies.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Container Orchestration
  - AKS Fleet Manager
  is_microservice: true
  title: github.com/azure/fleet
https://github.com/azure/mission-critical-online:
  description: ''
  addition_method: manual
  content_hash: abd53ddd93a178e6126ca682e7336d02bbc0908b6b83723503709b118ed243dc
  gh_license: MIT
  gh_pushed: '2025-01-14T14:51:10Z'
  gh_stars: 401
  health_score: 100.0
  last_checked: 1779033501.00063
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2026'
  ai_summary: An industry-grade reference template demonstrating design strategies
    for mission-critical cloud applications on Azure. Implements active-active patterns,
    automated failover, and zero-downtime updates.
  language: Bicep
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Native Platforms
  - Azure
  - High Availability Architectures
  is_microservice: true
  title: 'github.com/azure/mission-critical-online: Welcome to Azure Mission-Critical''
    Online Reference Implementation'
https://github.com/backstage/backstage:
  description: ''
  addition_method: manual
  content_hash: f71598769ac3edd3c1ebd7b5bc5df4b8408e4ead63cbecea736f1de1182272bf
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T23:59:39Z'
  gh_stars: 33600
  health_score: 100.0
  last_checked: 1779031385.608264
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: '2026'
  ai_summary: Backstage is an open-source framework created by Spotify for building
    customizable internal developer portals. It consolidates service catalogs, software
    templates, technical documentation, and observability plug-ins into a unified
    microservices-based control plane, radically reducing cognitive load.
  language: TypeScript
  resource_type: Open Source Project
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - IDP Tooling
  - Developer Portals
  is_microservice: true
  title: github.com/backstage/backstage
https://github.com/backube/volsync:
  description: ''
  addition_method: manual
  content_hash: cc0d5ecdcf1bc68fe0f6fec3fc1972146b345ee9360c77bc1c4f39a2137d2fef
  gh_license: AGPL-3.0
  gh_pushed: '2026-06-10T18:53:51Z'
  gh_stars: 978
  health_score: 100.0
  last_checked: 1779029993.249453
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-storage.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-storage.md
  year: '2026'
  ai_summary: VolSync is an open-source Kubernetes operator developed by Backube to
    orchestrate cross-cluster persistent volume data replication. Supporting engines
    like rsync, rclone, and restic, it delivers a platform-agnostic framework for
    executing disaster recovery policies.
  language: Go
  resource_type: Operator
  complexity: High
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Backup & Replication
  is_microservice: false
  title: "VolSync \U0001F31F"
https://github.com/badarsebard/terraforge:
  description: ''
  addition_method: manual
  content_hash: 63b99ff9036bd2923354bac610bb21034167f0275a775b70206cc8bd62902b83
  gh_license: MPL-2.0
  gh_pushed: '2024-06-24T01:36:03Z'
  gh_stars: 64
  health_score: 100.0
  last_checked: 1779030611.477836
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2022'
  ai_summary: Terraforge functions as an intuitive visual scaffolding platform engineered
    to streamline the baseline authoring of complex Terraform configurations. Developers
    can sketch resource boundaries visually and export clean HCL and variables. Though
    limited in enterprise scaling, it remains a valuable accelerator for rapid prototyping.
  language: JavaScript
  resource_type: Visual Tool
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Scaffolding Utilities
  is_microservice: false
  title: badarsebard/terraforge
https://github.com/bank-vaults/bank-vaults:
  description: ''
  addition_method: manual
  content_hash: 82cc5a2a6f76cd56252c4ff64ac9970ca7e76551690aa752a0ff821067b4d0a8
  gh_license: Apache-2.0
  gh_pushed: '2026-06-07T18:48:59Z'
  gh_stars: 2254
  health_score: 100.0
  last_checked: 1779030365.264715
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Bank Vaults is a comprehensive, production-grade tool designed for managing,
    configuring, and injecting secrets from HashiCorp Vault on Kubernetes. It utilizes
    an operator-driven approach to inject secrets dynamically into Pod filesystems,
    completely removing secrets from the cluster API storage. It is the de facto standard
    for enterprises seeking secure vault management and dynamic secrets injection.
  language: Go
  resource_type: Security Suite
  complexity: Advanced
  hierarchy:
  - Security
  - Secret Management
  - Integrations
  is_microservice: true
  title: 'Bank Vaults: Un Cuchillo Suizo para HashiCorp Vault en Kubernetes'
https://github.com/banzaicloud/dast-operator:
  description: ''
  addition_method: manual
  content_hash: 33d4bf37c50364106e93e54bbb6629dcda56920719fa4685e7a3b4d4bbc7e167
  gh_license: Apache-2.0
  gh_pushed: '2023-04-05T09:57:11Z'
  gh_stars: 194
  health_score: 100.0
  last_checked: 1779029950.675669
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: 'An operator designed to run automated Dynamic Application Security
    Testing (DAST) scans against active services directly in the cluster environment.
    Integrates security assertions early inside staging deployment cycles. Note: Banzai
    Cloud projects are largely archived or integrated.'
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Security
  - Vulnerability Scanning
  - Automation Operators
  is_microservice: true
  title: DAST operator
https://github.com/banzaicloud/kafka-operator:
  addition_method: manual
  content_hash: ea86f213227b0ac761ebd947b56dd615515e6061bbfe225846dc1b0b7d55ac79
  description: ''
  health_score: 100.0
  last_checked: 1779032388.870495
  stars: 0
  title: Banzai Kafka Operator
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://github.com/banzaicloud/koperator:
  description: ''
  addition_method: manual
  ai_summary: Originally engineered by Banzai Cloud, Koperator is a highly automated
    operator framework designed to manage Kafka on Kubernetes with Cruise Control
    integrations. While mostly superseded by Strimzi, its historical innovations in
    granular scaling and fine-grained rebalancing influenced modern stateful Kubernetes
    abstractions.
  complexity: Advanced
  content_hash: a087e59f4d2d26c4447ca0a27691b91675be891624781a74d1248472b4f29042
  gh_license: Apache-2.0
  gh_pushed: '2025-03-11T08:20:50Z'
  gh_stars: 790
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Kubernetes Operators
  - Koperator
  is_microservice: true
  language: Go
  last_checked: 1779130495.029853
  needs_ai_refresh: true
  resource_type: Kubernetes Operator
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: '2024'
  title: Banzai Kafka Operator
https://github.com/banzaicloud/thanos-operator:
  description: ''
  addition_method: manual
  content_hash: a6b7f7dbe7bbbfe7aa995b7e9f3a74874903bfe55c21106c1ac3e19c8598d823
  gh_license: Apache-2.0
  gh_pushed: '2024-01-19T15:02:07Z'
  gh_stars: 283
  health_score: 100.0
  last_checked: 1779030000.994849
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: Streamlines Thanos-based monitoring architectures by provisioning Query,
    Store, Compact, and Ruler resources. It manages historical metrics storage across
    dynamic environments.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Observability
  - Metrics
  - Thanos Orchestration
  - Operators
  is_microservice: false
  title: "banzaicloud/thanos-operator \U0001F31F"
https://github.com/bbl/secretize:
  description: ''
  addition_method: manual
  content_hash: aaaf92a6d099ab669769db6ea68561457fca407d63fcc8e7879ab54790ade02e
  gh_license: MIT
  gh_pushed: '2026-04-07T17:05:26Z'
  gh_stars: 71
  health_score: 100.0
  last_checked: 1779030810.131385
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: '2020'
  ai_summary: A lightweight command-line utility to convert raw secrets and environment
    variables directly into encrypted Kubernetes Secret manifests. Helpful for basic
    automation pipelines, although modern enterprise workflows typically favor external
    systems like Vault, External Secrets Operator, or sealed-secrets.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Security
  - Secrets Management
  is_microservice: false
  title: "Secretize \U0001F31F"
https://github.com/bcicen/ctop:
  description: ''
  addition_method: manual
  content_hash: 81e1a5f56cdb13c1a00083103c9715c784866560a1c72dd62b5e15ed4f3a7c63
  gh_license: MIT
  gh_pushed: '2024-07-08T11:15:48Z'
  gh_stars: 17764
  health_score: 100.0
  last_checked: 1779030423.028074
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: ctop provides a real-time, top-like container metrics display for command-line
    resource tracking. Built in Go, it supports both Docker and runC runtimes, delivering
    an instant overview of CPU, memory, network, and disk I/O metrics across active
    containers. It serves as an essential tool for local container debugging and quick
    bare-metal performance triage without the overhead of heavy APM agents.
  language: Go
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Containerization
  - Monitoring
  is_microservice: false
  title: "ctop \U0001F31F"
https://github.com/bee-travels/openapi-comment-parser:
  description: ''
  addition_method: manual
  content_hash: 8d1464d334295697793b039a4e2b455df6768ddbc8c960dfda7e341ff0912c54
  gh_license: Apache-2.0
  gh_pushed: '2023-01-07T18:19:12Z'
  gh_stars: 256
  health_score: 100.0
  last_checked: 1779031648.157656
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: '2021'
  ai_summary: A Node.js CLI tool and library that extracts JSDoc-style comments from
    source code files to generate valid OpenAPI (Swagger) specifications automatically,
    streamlining API contract maintenance during local development.
  language: JavaScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - API Management
  - API Documentation
  - Tooling
  is_microservice: false
  title: openapi-comment-parser
https://github.com/benc-uk/kubeview:
  description: ''
  addition_method: manual
  content_hash: 2611a5a8c8fd23c3f7733eb5190b56b0ae6a3e4d45fdcdf6762fefff4846d545
  gh_license: MIT
  gh_pushed: '2026-04-02T12:56:10Z'
  gh_stars: 1201
  health_score: 100.0
  last_checked: 1779029613.634058
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A web-based, real-time visualization tool that renders Kubernetes API
    objects (Pods, Deployments, Services, Ingresses) and their relationships as a
    structured graphical map. It assists developers and administrators in diagnosing
    network routing and mapping configurations. In 2026, it is highly appreciated
    as a lightweight alternative to heavier cluster dashboards.
  language: Go
  resource_type: Web Application
  complexity: Medium
  hierarchy:
  - Operations
  - Observability
  - Visualization
  is_microservice: true
  title: "KubeView \U0001F31F"
https://github.com/binhnguyennus/awesome-scalability:
  description: ''
  addition_method: manual
  content_hash: d30178979d8ff158c75f71a54cc4423ffc9d6a06ad35eae9fb6b5ca1813913d2
  gh_license: MIT
  gh_pushed: '2026-01-04T03:51:47Z'
  gh_stars: 71720
  health_score: 100.0
  last_checked: 1779034116.671908
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A legendary repository outlining the structural design patterns for
    massive, highly available backend systems. Covering microservices coordination,
    message brokers, caching schemas, and consensus databases, this represents the
    gold standard for backend systems architects.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Curation
  - Awesome Lists
  - Scalability
  is_microservice: true
  title: Awesome Scalability
  is_special: true
https://github.com/biosimulations/biosimulations:
  addition_method: manual
  content_hash: d94d1b623ca4b6c1534f95fe0ace391867b6c7dd180d664292d381c91f91c3ac
  health_score: 100.0
  last_checked: 1779034560.76264
  v1_locations:
  - docs/kubernetes-tools.md
https://github.com/biosimulations/deployment:
  description: ''
  addition_method: manual
  content_hash: fa5a8e09045193aa8dcccdc5df9a0b16bb458338531eb5eaf3481c97d5190a86
  gh_license: MIT
  gh_pushed: '2026-06-02T17:56:29Z'
  gh_stars: 3
  health_score: 100.0
  last_checked: 1779031429.483259
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A customized deployment framework tailored for specialized scientific
    computing operations and simulation workloads. It displays production architectures
    orchestrating complex computations, file systems, and databases on Kubernetes
    cluster topologies.
  language: Helm
  resource_type: Deployment Configuration
  complexity: Advanced
  hierarchy:
  - Specialized Workloads
  - Scientific Computing
  - Simulation Infrastructure
  is_microservice: false
  title: biosimulations/deployment
https://github.com/bit-cloner/ecrcp:
  description: ''
  addition_method: manual
  content_hash: 7e2b0d2b0ff78890b32eab285b671fa3ba55196ec1919a0385b17e36a8784944
  health_score: 100.0
  last_checked: 1781735876.184876
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-containers.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - aws-containers.md
  year: '2020'
  ai_summary: A lightweight utility designed to copy Docker images directly between
    different Amazon ECR registries without requiring local download-and-reupload
    bandwidth. Useful for cross-account deployments and regional migration tasks in
    complex enterprise AWS landing zones.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Container Registries
  is_microservice: false
  title: ecrcp
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/bit-cloner/kcg:
  description: ''
  addition_method: manual
  content_hash: 5b3f063a63c487a1455c56e4d74e4214f90f370d82129b35e550a4ee325eabd6
  gh_license: MIT
  gh_pushed: '2021-04-29T17:01:09Z'
  gh_stars: 19
  health_score: 100.0
  last_checked: 1779032017.519166
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Kubernetes Context Generator (kcg) is a simple utility built to simplify
    generating custom kubeconfig profiles across multiple distinct environments. It
    remains a minor community project overshadowed by enterprise dynamic loaders.
  language: Go
  resource_type: CLI Tool
  complexity: Simple
  hierarchy:
  - Operations & UX
  - CLI Plugins
  - Context Switching
  is_microservice: false
  title: "kcg \U0001F31F"
https://github.com/bit-cloner/poke:
  description: ''
  addition_method: manual
  ai_summary: Opinionated CLI provisioning script wrapper for configuring standardized
    Amazon EKS instances. This project has been classified as legacy due to extensive
    inactivity; modern teams should leverage Terraform or EKS Blueprints instead.
  complexity: Intermediate
  content_hash: N/A
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Cluster Provisioning
  is_microservice: false
  language: Go
  last_checked: 1781736068.408561
  needs_ai_refresh: true
  resource_type: Tool
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2018'
  title: POKE - Provision Opinionated Kubernetes on EKS
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/bitnami-labs/kubewatch:
  addition_method: manual
  content_hash: 86a2aadcf296a2d87fd6d458ec25b123a24e9270ed6027c8971ef1649221acb8
  description: ''
  health_score: 100.0
  last_checked: 1779032046.612078
  stars: 0
  title: ==bitnami-labs/kubewatch==
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/bitnami/kubecfg:
  addition_method: manual
  content_hash: bb3d5954a600ef594c5c6906e8dd1523194c3c9b1259bd7c4aaf6dde5fc87f53
  description: ''
  health_score: 100.0
  last_checked: 1779030874.465106
  stars: 0
  title: kubecfg
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://github.com/blendle/kubecrt:
  description: ''
  addition_method: manual
  ai_summary: An archived, early-stage conversion utility built to convert Helm charts
    into raw Kubernetes manifests. This project has been fully superseded by standard
    native capabilities like 'helm template' and is preserved solely as a historical
    reference of early declarative rendering strategies.
  complexity: Beginner
  content_hash: a6c1de2a92799dde3536bdcc8a5926eaebfdcdd420f822b2c126cf487d276efa
  gh_license: ISC
  gh_pushed: '2023-03-07T02:59:09Z'
  gh_stars: 113
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Legacy Utilities
  is_microservice: false
  language: Go
  last_checked: 1779033072.288029
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2021'
  title: Kubecrt
https://github.com/bloomberg/goldpinger:
  description: ''
  addition_method: manual
  content_hash: 5a906ec37741f8a82781e9e2c6196860fcb8b11251866231046ab986fc61ee7c
  gh_license: Apache-2.0
  gh_pushed: '2026-04-23T15:38:04Z'
  gh_stars: 2707
  health_score: 100.0
  last_checked: 1779033479.819298
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2017'
  ai_summary: An advanced connectivity troubleshooting tool that deploys as a cluster-wide
    DaemonSet to ping target peers. It generates visual mesh graphics depicting latency
    patterns, transport failures, and network partition faults.
  language: Go
  resource_type: Kubernetes DaemonSet
  complexity: Intermediate
  hierarchy:
  - Observability & Performance
  - Network Monitoring
  - Mesh Connectivity
  is_microservice: true
  title: "bloomberg/goldpinger \U0001F31F"
https://github.com/bloomberg/memray:
  description: ''
  addition_method: manual
  content_hash: 9be53de03b150e560c31ef702fbf954ed599304266538a270b551a89cac52663
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T00:32:27Z'
  gh_stars: 15115
  health_score: 100.0
  last_checked: 1779033716.267429
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2025'
  ai_summary: Curator Insight details Memray as Bloomberg's advanced memory tracker
    for Python applications. Live Grounding confirms its preeminent role in tracking
    allocations inside complex microservice systems, excelling in profiling C/C++
    extension boundaries where standard tools fall short.
  language: Python / C++
  resource_type: Library / CLI
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Python
  - Memory Profiling
  is_microservice: true
  title: "github.com/bloomberg/memray \U0001F31F\U0001F31F"
https://github.com/bluefrg/bitbucket-auto-merge:
  addition_method: manual
  content_hash: 2536b6d8b2279bd5db3fd12b921818904b1e4467b3feddc8d7fcc2bafa1693f9
  description: ''
  health_score: 100.0
  last_checked: 1779031401.855193
  stars: 0
  title: BitBucket Auto Merge
  v1_locations:
  - docs/git.md
  year: N/A
https://github.com/bluxmit/alnoda-workspaces:
  description: ''
  addition_method: manual
  ai_summary: A containerized development sandbox and workspace designed to streamline
    the execution of Kubespray and Ansible playbooks, ensuring dependency insulation
    and tool consistency across local machine environments.
  complexity: Intermediate
  content_hash: 5afb0973ee4b9b75f27e799ba2e4c8cf97fc81f5dfd4e3396c9192984278d69a
  gh_license: AGPL-3.0
  gh_pushed: '2023-07-30T07:49:59Z'
  gh_stars: 1361
  health_score: 100.0
  hierarchy:
  - Provisioning
  - Ansible
  - Development Environments
  is_microservice: false
  language: Docker/Shell
  last_checked: 1779030363.631156
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2024'
  title: 'github.com/bluxmit: Kubespray Workspace'
https://github.com/bmaynard/kubevol:
  description: ''
  addition_method: manual
  content_hash: 6a7da73d86c4ed1ad1af29324d3711a520570bfdfdf6524f822389ea5fd37dd2
  gh_license: GPL-3.0
  gh_pushed: '2023-02-06T23:46:43Z'
  gh_stars: 18
  health_score: 100.0
  last_checked: 1779033162.982047
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: A historical command-line utility for copying and transferring data
    between Kubernetes Persistent Volume Claims (PVCs). It is now considered legacy
    as native CSI snapshot capabilities and robust migration utilities have become
    standard.
  language: Python
  resource_type: CLI Tool
  complexity: Simple
  hierarchy:
  - Storage
  - Volume Management
  - Data Migration
  is_microservice: false
  title: "Kubevol \U0001F31F"
https://github.com/bmuschko/ckad-crash-course:
  description: ''
  addition_method: manual
  content_hash: 036f2eff18d8bcecd44deb08c1c2cac124913756765535397a7eca244f0a5334
  health_score: 100.0
  last_checked: 1781736221.597742
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2021'
  ai_summary: A repository housing comprehensive code examples, study guides, and
    hands-on exercises complementing Benjamin Muschko's CKAD Crash Course. It focuses
    on application design, deployment configurations, security contexts, and troubleshooting
    methodologies essential to the Linux Foundation blueprint.
  language: Shell
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Training
  - Certification
  - CKAD
  is_microservice: false
  title: 'bmuschko/ckad-crash-course: Certified Kubernetes Application Developer (CKAD)''
    Crash Course'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/bmuschko/ckad-prep:
  description: ''
  addition_method: manual
  content_hash: a15629426df06a5e46361d07a2d7f517676aded3640b46ec2478916bfb3b7d7a
  health_score: 100.0
  last_checked: 1781736221.669955
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2021'
  ai_summary: An alternative preparation repository designed by Benjamin Muschko,
    offering structured sample solutions, resource manifests, and command-line blueprints
    to ace the CKAD exam. It isolates complex concepts like readiness/liveness probes,
    service definition, and rolling updates into easy-to-digest exercises.
  language: YAML
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Training
  - Certification
  - CKAD
  is_microservice: false
  title: bmuschko/ckad-prep
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/bodywork-ml/bodywork-core:
  description: ''
  addition_method: manual
  content_hash: b5aea08cb00293bda96f65851a9a2191c197bdc9e4ef09bee42e3ce3d88ad27c
  gh_license: AGPL-3.0
  gh_pushed: '2023-08-18T06:42:48Z'
  gh_stars: 436
  health_score: 100.0
  last_checked: 1779030862.083108
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2022'
  ai_summary: Bodywork acts as a pipeline orchestrator and deployment tool focused
    on shipping machine learning systems directly into Kubernetes. While currently
    seeing low developer activity, it remains a valuable conceptual blueprint for
    running serverless, stateful, and batch-oriented ML pipelines.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Deployment
  - Kubernetes Orchestration
  is_microservice: true
  title: 'bodywork-ml/bodywork-core: Bodywork'
https://github.com/boltops-tools/kubes:
  description: ''
  addition_method: manual
  content_hash: 52c8136ce905cca1e7d8ac95bd4c0bb87c81ae772e3ebb054d4af61ff4445a7b
  gh_license: Apache-2.0
  gh_pushed: '2025-04-24T01:47:46Z'
  gh_stars: 102
  health_score: 100.0
  last_checked: 1779032922.834905
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Kubes is a deployment framework that enables developers to build, prune,
    and deploy Docker images and Kubernetes manifests using clean, programmable configurations.
    It combines compilation and deployment phases into a unified workflow.
  language: Ruby
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Application Lifecycle
  - Deployment Frameworks
  - Declarative Config
  is_microservice: false
  title: "kubes \U0001F31F"
https://github.com/borchero/meerkat:
  description: ''
  addition_method: manual
  content_hash: da6037ae1fc02f0d734024ace407f92ad38ab9bb7c01686b260d10d32e54a420
  gh_license: MIT
  gh_pushed: '2020-12-31T13:19:58Z'
  gh_stars: 38
  health_score: 100.0
  last_checked: 1779030559.048538
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: A dynamic networking operator designed to update and map external DNS
    routes. It reads internal networking resource allocations to dynamically register
    up-to-date hostname directories.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Networking
  - DNS
  - Service Discovery
  - Operators
  is_microservice: false
  title: Meerkat
https://github.com/borchero/switchboard:
  description: ''
  addition_method: manual
  content_hash: 39bbd3ced60c70fc8cf5abb1d81edbc2300273c700e94076b63b58310ab7b47f
  gh_license: MIT
  gh_pushed: '2026-06-11T14:45:12Z'
  gh_stars: 163
  health_score: 100.0
  last_checked: 1779029821.237307
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: Switchboard functions as a Kubernetes-native dynamic router and DNS
    management hub. It coordinates with global DNS service APIs to orchestrate routing
    policies, mapping live cluster ingress nodes automatically to external domain
    registrations.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Networking
  - DNS & Ingress
  - Routing Controllers
  is_microservice: false
  title: 'borchero/switchboard: Switchboard'
https://github.com/bors-ng/bors-ng:
  description: ''
  addition_method: manual
  content_hash: 48e086288c13aad192af64884162e420699e25d3b1cc8799cc1fd6a7b757a1f4
  gh_license: Apache-2.0
  gh_pushed: '2024-04-04T12:24:44Z'
  gh_stars: 1531
  health_score: 100.0
  last_checked: 1779033339.422186
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2026'
  ai_summary: An Elixir-based implementation of the Bors merge coordinator. Uses a
    highly parallelized merge queue to batch, build, and test PR combinations, keeping
    the master branch strictly green. Live grounding notes that although currently
    archived, it remains a landmark model for merge queues.
  language: Elixir
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Automation Bots
  is_microservice: true
  title: 'Bors-ng: A merge bot for GitHub Pull Requests'
https://github.com/boto/boto:
  description: ''
  addition_method: manual
  content_hash: cd49b06eb73f2532fc7eaa4832fa7c174c39ae36458bb191e5e06e18e6aa3f92
  gh_license: NOASSERTION
  gh_pushed: '2024-01-12T23:46:55Z'
  gh_stars: 6431
  health_score: 100.0
  last_checked: 1779033828.018393
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2018'
  ai_summary: Curator Insight introduces the early Boto library for AWS programmatic
    scripting. Live Grounding confirms the library is fully deprecated and obsolete,
    replaced completely by Boto3; developers must prioritize migration to eliminate
    compatibility issues with modern AWS endpoints.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - AWS SDK
  - Legacy Library
  is_microservice: false
  title: Boto
https://github.com/box/kube-exec-controller:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: Controller to restrict and audit shell execution inside
    Kubernetes pods. Live Grounding: Inactive for over five years. Superseded by newer
    ephemeral container mechanics, admission controllers (OPA/Kyverno), and modern
    service mesh execution boundaries.'
  complexity: Advanced
  content_hash: ba337139c4a519fc7bbfdfbad8a550898ae48d5fe9f6d34e00f111de9566c220
  gh_license: Apache-2.0
  gh_pushed: '2021-12-02T07:48:57Z'
  gh_stars: 126
  health_score: 100.0
  hierarchy:
  - Security
  - Policy & Admission Control
  - Runtime Security
  - Legacy Tools
  is_microservice: false
  language: Go
  last_checked: 1779031141.446343
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-security.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-security.md
  - kubernetes-tools.md
  year: '2018'
  title: box/kube-exec-controller
https://github.com/box/kube-iptables-tailer:
  description: ''
  addition_method: manual
  content_hash: c354ad86a39a806991da9793087a82af802fc0958dab8bdaccc520690099c0c0
  gh_license: Apache-2.0
  gh_pushed: '2024-08-12T08:40:33Z'
  gh_stars: 549
  health_score: 100.0
  last_checked: 1779031808.40008
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kube-iptables-tailer is a specialized controller that parses system-level
    kernel iptables packet drop logs and maps them directly to active Kubernetes Pods.
    By resolving low-level packet drops to recognizable workload names, it simplifies
    network policy auditing and connectivity troubleshooting. This utility is ideal
    for platform teams managing strict, multi-layer networking environments.
  language: Go
  resource_type: Network Controller
  complexity: Advanced
  hierarchy:
  - Networking
  - iptables Analysis
  - Troubleshooting
  is_microservice: false
  title: github.com/box/kube-iptables-tailer
https://github.com/bpftrace/bpftrace:
  description: ''
  addition_method: manual
  ai_summary: A high-level tracing language and diagnostic toolkit built on top of
    the Linux eBPF subsystem. It allows system engineers to dynamically probe kernel
    modules, trace memory allocations, and analyze latency. Live Grounding shows that
    bpftrace is a core diagnostic pillar in production engineering.
  complexity: Advanced
  content_hash: 37f422e9795c080231318d3d71659a3fbac0d01be532fe49ebe9bf563141ef75
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T15:56:16Z'
  gh_stars: 10160
  health_score: 100.0
  hierarchy:
  - Infrastructure & Operations
  - Observability
  - Kernel Tracing
  is_microservice: false
  language: C++
  last_checked: 1779130494.945061
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2018'
  title: bpftrace
https://github.com/bregman-arie/devops-exercises:
  description: ''
  addition_method: manual
  content_hash: 74f02f679be571f5cbde19766052dcc39fdac290a01354dc045033912e6304c1
  gh_license: NOASSERTION
  gh_pushed: '2025-12-27T14:22:30Z'
  gh_stars: 82758
  health_score: 100.0
  last_checked: 1779032104.420803
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations:
  - docs/demos.md
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  - demos.md
  year: '2026'
  ai_summary: 'A massive curated repository containing thousands of questions, answers,
    and hands-on exercises covering Linux, Jenkins, Docker, Kubernetes, Ansible, Terraform,
    AWS, and system design. (Live Grounding: With over 82k stars, it stands in 2026
    as the preeminent resource for preparing systems engineers and validating platform
    architecture skills).'
  language: Python/YAML
  resource_type: Reference Guide
  complexity: Intermediate
  hierarchy:
  - DevOps & Platform Engineering
  - Interview Preparation
  - Reference Guides
  is_microservice: true
  title: "bregman-arie/devops-exercises \U0001F31F"
  is_special: true
https://github.com/bregman-arie/devops-resources:
  description: ''
  addition_method: manual
  content_hash: 9ff97eac6df2ac9efd2f8276a5c9580d0a37f227613f7113e5741f45e51d52ea
  health_score: 100.0
  last_checked: 1781736123.10989
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A massive collection of operational guides, cheat sheets, books, and
    courses covering Kubernetes ecosystems, continuous delivery pipelines, configuration
    engines, and cloud design.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - DevOps & SRE Engineering
  - Educational Resources
  is_microservice: false
  title: "==bregman-arie/devops-resources== \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/brennerm/uptimerobot-operator:
  description: ''
  addition_method: manual
  content_hash: 019ed7ba4756bb460e0fb2c270bbffd3c8e917906e4007d7d6397ce57c2e01fe
  gh_license: MIT
  gh_pushed: '2023-11-14T16:27:12Z'
  gh_stars: 60
  health_score: 100.0
  last_checked: 1779033051.346743
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: Synchronizes current routing profiles with the UptimeRobot API. It dynamically
    configures exterior synthetic latency testing targets as new ingresses scale up
    or out.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Observability
  - Monitoring
  - External Integration
  - Operators
  is_microservice: false
  title: uptimerobot-operator
https://github.com/bridgecrewio/AirIAM:
  description: ''
  addition_method: manual
  content_hash: 09ac371fb9ddc2a4b26fbab44ac8cee1b1d19e6581f91e3655a4ee002aea67b4
  gh_license: Apache-2.0
  gh_pushed: '2025-03-18T19:37:06Z'
  gh_stars: 824
  health_score: 100.0
  last_checked: 1779029341.51882
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: AirIAM bridges the gap between manual runtime configuration and declarative
    postures by parsing active AWS IAM deployments and converting them to structured
    Terraform modules. It leverages analytics to isolate unused roles and design clean,
    least-privilege configurations. Platform engineers utilize it to refactor legacy
    brownfield permissions into audited GitOps structures.
  language: Python
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Cloud Security
  - IAM Translation
  is_microservice: false
  title: bridgecrewio/AirIAM
https://github.com/bridgecrewio/checkov:
  description: ''
  addition_method: manual
  content_hash: 98f69842258ecb7f450daae2e657279f373b3e71ba9dbd34c8a40e24dcdd02df
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T23:29:10Z'
  gh_stars: 8790
  health_score: 100.0
  last_checked: 1779032177.951332
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Checkov is a static code analysis tool for Infrastructure as Code (IaC)
    that scans Kubernetes manifests, Helm charts, Terraform, and cloud-provider templates
    for misconfigurations and security risks, acting as a critical CI/CD gatekeeper.
  language: Python
  resource_type: Security Scanner
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Compliance & Auditing
  - Static Code Analysis
  is_microservice: false
  title: "Checkov \U0001F31F"
https://github.com/bridgecrewio/helm-scanner:
  description: ''
  addition_method: manual
  ai_summary: A lightweight template vulnerability scanner that evaluates Helm manifests
    for potential security drift, secrets leaks, and misconfigurations prior to deployment.
    Often integrated early in pipeline testing stages.
  complexity: Intermediate
  content_hash: e886ce99a0b1d192eacdce6179a4ba3c5be951efe0cab97126043fb783af6220
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Security & Auditing
  is_microservice: false
  language: Go
  last_checked: 1781735960.993193
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2023'
  title: helm-scanner
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/bryanl/sheaf:
  description: ''
  addition_method: manual
  content_hash: f4297ddb49eb511e4a452c5b03a9cb0d21652bf0840a5e689d129dcd030cf413
  gh_license: Apache-2.0
  gh_pushed: '2020-07-17T14:43:40Z'
  gh_stars: 30
  health_score: 100.0
  last_checked: 1779030954.971259
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A packaging utility designed to compile Kubernetes application manifests
    and associated container image layers into standalone relocatable archives. Crucial
    for provisioning air-gapped systems or on-prem environments. The project is archived,
    with users directed to standard solutions like Carvel or Helm.
  language: Go
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Application Delivery
  - Packaging
  - Air-gapped Deployment
  is_microservice: false
  title: sheaf
https://github.com/buger/jsonparser:
  description: ''
  addition_method: manual
  ai_summary: An ultra-performant, zero-allocation Go JSON parser that bypasses reflection
    and standard serialization libraries. Reaches nested values directly from byte
    slices, outperforming standard library structures by up to 10x in high-throughput
    data pipelines.
  complexity: High
  content_hash: 2244dce6b7f1cfbc9b2734caf6103dc227e547204b25653449b2e67beeb4102a
  gh_license: MIT
  gh_pushed: '2026-05-03T11:10:14Z'
  gh_stars: 5629
  health_score: 100.0
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Performance & Parsing
  is_microservice: false
  language: Go
  last_checked: 1779029243.300124
  needs_ai_refresh: true
  resource_type: Library
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2025'
  title: buger/jsonparser
  is_special: true
https://github.com/burrsutter/9stepsawesome:
  addition_method: manual
  content_hash: 2dda5a7dbd683b5f7987a254ac47d2b08755f0af73d93fcdb0c36f10ad6f571d
  description: ''
  health_score: 100.0
  last_checked: 1779032793.514004
  needs_ai_refresh: true
  stars: 0
  title: 'github: burrsutter/9stepsawesome'
  v1_locations:
  - docs/openshift.md
  year: N/A
https://github.com/bytebase/bytebase:
  description: ''
  addition_method: manual
  ai_summary: Open-source, web-based database schema change and collaboration tool
    engineered for DevOps teams and DBAs. Features GitOps-driven workflow mechanics,
    automated visual SQL review, and centralized security compliance policies to govern
    multi-engine environments.
  complexity: Advanced
  content_hash: dac4c79ad7a36b978bd40c9488b8c26ac8289977234555e87c7d984d001cc0e1
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T07:19:02Z'
  gh_stars: 14143
  health_score: 100.0
  hierarchy:
  - Database Architecture
  - Database GitOps
  - Schema Management
  is_microservice: true
  language: Go
  last_checked: 1779031983.379843
  needs_ai_refresh: true
  resource_type: Software
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/liquibase.md
  v2_locations:
  - liquibase.md
  year: '2021'
  title: bytebase/bytebase
https://github.com/c0dyhi11/k3s-linkerd:
  description: ''
  addition_method: manual
  content_hash: 01640813ce20a74bfa917c6f312443d87d58ecca493ab67478623e7f79309bbc
  gh_license: Apache-2.0
  gh_pushed: '2020-04-12T04:12:17Z'
  gh_stars: 9
  health_score: 100.0
  last_checked: 1779034560.603876
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2020'
  ai_summary: A global multi-region deployment playbook demonstrating K3s cluster
    instantiation across Packet Baremetal infrastructure, coupled with the Linkerd
    service mesh. Optimizes edge routing latency and inter-node networking security.
  language: Shell
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Bare Metal & Multi-Cloud
  - Kubernetes Distributions
  is_microservice: false
  title: "Global K3s Deployment on Packet Baremetal \U0001F31F"
https://github.com/cakehappens/seaworthy:
  description: ''
  addition_method: manual
  content_hash: 13613895efb1f252ebf742e03ce27c20811105d3ab39cd0b5f0332e030409444
  gh_license: Apache-2.0
  gh_pushed: '2020-08-10T01:10:04Z'
  gh_stars: 39
  health_score: 100.0
  last_checked: 1779031143.112273
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A testing-focused CLI utility used to run health checks and smoke tests
    against newly deployed Kubernetes resources. It validates endpoints, ingress routing,
    and pod states match expected operating metrics before promoting releases.
  language: Go
  resource_type: CLI Verification Tool
  complexity: Simple
  hierarchy:
  - Application Lifecycle
  - Testing & Verification
  - Health Checks
  is_microservice: false
  title: "seaworthy: A CLI to verify #Kubernetes resource health !! \U0001F31F"
https://github.com/caldito/soup:
  description: ''
  addition_method: manual
  content_hash: 3ae1c1f73278dacc640a6963eaddb565d6ae116f3322ba070c03c08347d75fe1
  gh_license: Apache-2.0
  gh_pushed: '2022-04-19T16:53:22Z'
  gh_stars: 40
  health_score: 100.0
  last_checked: 1779030573.094513
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Soup is a small open-source CLI tool designed to extract, analyze, and
    report on the container image tags actively running across a Kubernetes cluster.
    It aids operations teams in identifying legacy or unpinned image tags, although
    modern comprehensive policy engines like Kyverno have largely subsumed its utility.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Operations
  - Security
  - Image Scanning
  is_microservice: false
  title: caldito/soup
https://github.com/calvin-puram/awesome-kubernetes-operator-resources:
  description: ''
  addition_method: manual
  content_hash: 713b023d78076df0736c083ea7910ceaa405c6373f07b36e45f409fc7aae2b36
  gh_license: CC0-1.0
  gh_pushed: '2026-04-25T08:57:34Z'
  gh_stars: 245
  health_score: 100.0
  last_checked: 1779033314.009573
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A specialized guide indexing SDKs, patterns, and source repositories
    for writing Kubernetes Operators. It provides concrete references on the Operator
    SDK, Kubebuilder framework, and controller-runtime systems, allowing platform
    developers to build automated, stateful management controllers.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Curation
  - Awesome Lists
  - Operators
  is_microservice: true
  title: 'github.com/calvin-puram: Awesome Kubernetes Operator Resources'
  is_special: true
https://github.com/carlosedp/cluster-monitoring:
  description: ''
  addition_method: manual
  content_hash: a3d3a6a736de50fc3b1505948aadfbaea2fb00071f2911992a29bf71cf186969
  gh_license: MIT
  gh_pushed: '2025-08-22T22:59:09Z'
  gh_stars: 754
  health_score: 100.0
  last_checked: 1779032950.415483
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/prometheus.md
  v2_locations:
  - kubernetes-tools.md
  - prometheus.md
  year: '2025'
  ai_summary: A specialized telemetry suite crafted for physical, edge, and multi-architecture
    Kubernetes clusters running on ARM or x86 systems. Extends modern operators to
    resource-constrained environments.
  language: Jsonnet
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Native Platforms
  - Kubernetes
  - Multi-Arch Telemetry
  is_microservice: true
  title: Cluster Monitoring stack for ARM / X86-64 platforms
https://github.com/carlosedp/lbconfig-operator:
  description: ''
  addition_method: manual
  content_hash: 0cb420e6987d09ec35c12f2e9945f9ff24a337a8f85a78f5f8277b71b8086b83
  gh_license: MIT
  gh_pushed: '2026-03-01T22:30:31Z'
  gh_stars: 63
  health_score: 100.0
  last_checked: 1779029569.959552
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: Operator that dynamically provisions and configures external hardware/software
    load balancers (such as F5 BIG-IP or HAProxy) based on Kubernetes ingress or service
    resource updates.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Networking
  is_microservice: false
  title: "github.com/carlosedp/lbconfig-operator: External Load Balancer Operator'
    \U0001F31F"
https://github.com/carlosonunez/k8s-harness:
  description: ''
  addition_method: manual
  content_hash: 43219a1713ceb71f2d79b4e51ebdee330214d0682945f5bb7378f8347b210c49
  health_score: 100.0
  last_checked: 1781736046.805986
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: A legacy testing framework designed to rapidly provision and tear down
    ephemeral Kubernetes development harnesses. While useful in early CI, modern virtual
    cluster setups like vcluster or Kind provide much higher speed and fidelity.
  language: Ruby
  resource_type: Testing Framework
  complexity: Simple
  hierarchy:
  - Application Lifecycle
  - Testing & Verification
  - Local Harnesses
  is_microservice: false
  title: "k8s-harness \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/carlosonunez/kubernetes-the-hard-way-on-azure:
  description: ''
  addition_method: manual
  ai_summary: A localized adaptation of 'Kubernetes the Hard Way' targeting Azure
    cloud services. Focuses on manual creation of Virtual Networks (VNets), Network
    Security Groups (NSGs), Azure load balancers, and systemd service profiles to
    build a transparent control plane.
  complexity: Advanced
  content_hash: 1ae1465f5fd177aebc32e70d65e9efac02258fce8fd7f6572830dc76e371a71f
  health_score: 100.0
  hierarchy:
  - Provisioning
  - Bootstrapping
  - Azure
  is_microservice: false
  language: Markdown
  last_checked: 1781736026.492038
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2021'
  title: 'Kubernetes the Hard Way: Azure Edition'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/cavaliercoder/vpc-free:
  description: ''
  addition_method: manual
  content_hash: 6642a03abac705fe10c8ad93cebb687fa4f56c9e9f888f675c97c706d4bff7ac
  gh_license: NOASSERTION
  gh_pushed: '2019-06-26T00:24:45Z'
  gh_stars: 59
  health_score: 100.0
  last_checked: 1779030538.95954
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2024'
  ai_summary: A specialized tool designed to scan AWS VPC configurations and identify
    unused IP subnets and available address spaces. It simplifies subnet planning
    and CIDR allocation by visually exposing gaps in current IP management matrices.
    Essential for large enterprises implementing zero-trust network segmentations
    or multi-region Transit Gateway routing.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Networking
  is_microservice: false
  title: github.com/cavaliercoder/vpc-free
https://github.com/cdk8s-team/cdk8s:
  description: ''
  addition_method: manual
  content_hash: 4e4e6aa8ff97716ee088cd364fca4f83a29ce3f6ce9958ffd8b73eae54db2a2b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T10:24:27Z'
  gh_stars: 4823
  health_score: 100.0
  last_checked: 1779030249.068965
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-client-libraries.md
  year: '2026'
  ai_summary: The GitHub repository containing the core source code for CDK8s. It
    allows developers to model Kubernetes resources as structured code in TypeScript,
    Python, Java, or Go. It features full support for custom-generated CRDs, letting
    platform teams build clean, reusable configuration libraries.
  language: TypeScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Configuration
  - CDK & DSLs
  - CDK8s
  is_microservice: false
  title: cdk8s
https://github.com/ceph/ceph:
  description: ''
  addition_method: manual
  ai_summary: An enterprise-grade, highly scalable distributed storage ecosystem providing
    object, block, and file system storage on a single unified cluster. Widely adopted
    as the primary storage layer backing cloud platforms and Kubernetes orchestration
    (Rook-Ceph).
  complexity: Advanced
  content_hash: 5fccdfde04b9481e08f59d6cf81834cadee87cc848f31d62c280766005d71925
  gh_license: NOASSERTION
  gh_pushed: '2026-06-13T22:54:53Z'
  gh_stars: 16707
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure & Orchestration
  - Storage & Databases
  - Distributed Block Storage
  is_microservice: false
  language: C++
  last_checked: 1779032091.758094
  needs_ai_refresh: true
  resource_type: Infrastructure
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-storage.md
  - docs/cloud-asset-inventory.md
  - docs/kubernetes-storage.md
  v2_locations:
  - aws-storage.md
  - cloud-asset-inventory.md
  - kubernetes-storage.md
  year: '2026'
  title: 'Ceph: A Distributed Object, Block, and File Storage Platform'
https://github.com/cert-manager/approver-policy:
  description: ''
  addition_method: manual
  ai_summary: The cert-manager approver-policy extension code repository. Intercepts
    CertificateRequest resources before submission, evaluating requested commonNames,
    SANs, and key constraints against user-defined security guidelines.
  complexity: Advanced
  content_hash: 331ac73ab670293dd3c50c8119d2b9707a74e38e0b59e4fdd59484c9f5a7c8c3
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T09:32:17Z'
  gh_stars: 90
  health_score: 100.0
  hierarchy:
  - Security
  - PKI & Certificates
  - cert-manager
  - Access Control
  is_microservice: false
  language: Go
  last_checked: 1779130494.987464
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: '2024'
  title: 'github.com/cert-manager: Policy Approver'
https://github.com/cert-manager/cert-manager:
  description: ''
  addition_method: manual
  ai_summary: Consolidated record of the cert-manager repository, automating certificate
    lifecycles to guarantee encrypted transport paths between internal microservice
    runtimes.
  complexity: Advanced
  content_hash: d2ec3a0583b0d999c41e17df6d4ddf7762a9bc25a361a2a78db3913473d65e6f
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T01:07:13Z'
  gh_stars: 13859
  health_score: 100.0
  hierarchy:
  - Security
  - PKI & Certificates
  - cert-manager
  is_microservice: false
  language: Go
  last_checked: 1779031538.302991
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - registries.md
  - kubernetes-security.md
  year: '2026'
  title: ==cert-manager/cert-manager==
https://github.com/cert-manager/policy-approver:
  addition_method: manual
  content_hash: 77377c86ef3a506463e841cfd92ae4019df552e035539b54900d47def409cf60
  description: ''
  health_score: 100.0
  last_checked: 1779033922.322064
  stars: 0
  title: 'github.com/cert-manager: Policy Approver'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://github.com/chaos-mesh/chaos-mesh:
  description: ''
  addition_method: manual
  content_hash: dda04b09c01fae29e8fd45959bbd630e73f4e1333799a464731c56bbd42e7e70
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T09:21:53Z'
  gh_stars: 7747
  health_score: 100.0
  last_checked: 1779029884.019297
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: '2025'
  stars: 5
  ai_summary: A robust, CNCF-incubating chaos engineering platform designed for cloud-native
    ecosystems. Orchestrates extensive failure injections—spanning network partitions,
    node failures, system call manipulations, and JVM faults—allowing developers to
    systematically evaluate Kubernetes stability under load.
  language: Go
  resource_type: SaaS Platform / Orchestrator
  complexity: Advanced
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Enterprise Platforms
  is_microservice: true
  title: Chaos Mesh
https://github.com/chaosblade-io/chaosblade:
  description: ''
  addition_method: manual
  content_hash: 0b7a4de55c0e224e822bb577e5c593e6911d47a8862693ad954b36a431baf3a7
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T16:23:13Z'
  gh_stars: 6352
  health_score: 100.0
  last_checked: 1779034531.455632
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: '2025'
  ai_summary: Alibaba's multi-platform chaos engineering tool designed to inject faults
    across various levels of a system. Specifically targets OS resource exhaustion,
    network degradation, disk I/O bottlenecks, and deep application-layer faults for
    languages like Java, Go, and C++.
  language: Go
  resource_type: Software Utility
  complexity: Advanced
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Kubernetes Tools
  is_microservice: true
  title: chaosblade
https://github.com/charlax/professional-programming:
  description: ''
  addition_method: manual
  content_hash: f254cf680e5e80c3e9c6b39c4ed3c5cf84643f79de26334daab3f270700bb54c
  gh_license: MIT
  gh_pushed: '2026-06-08T00:03:16Z'
  gh_stars: 51109
  health_score: 100.0
  last_checked: 1779032232.444685
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A world-class resource collection addressing the operational, psychological,
    and architectural aspects of professional software engineering. Spans topics from
    system design and API robustness to career planning and team mechanics. An essential
    reading reference for engineering leads and staff architects.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Developer Tools
  - Methodology
  - Resources
  is_microservice: false
  title: "github.com/charlax/professional-programming: A collection of full-stack'
    resources for programmers \U0001F31F"
  is_special: true
https://github.com/che-samples:
  description: ''
  addition_method: manual
  content_hash: 61d5115f86c523012e35f4fe3b9fd1b3fd5b2a607c286dbc62152f7b9e638350
  health_score: 100.0
  last_checked: 1779029487.394237
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2024'
  ai_summary: Official template repository containing devfile configurations and cloud-native
    project workspace definitions for Eclipse Che. Accelerates development setup by
    declaring containers, tools, and runtimes as code.
  language: YAML
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - DevSecOps & IDEs
  - Eclipse Che
  - Cloud IDE Templates
  is_microservice: false
  title: github.com/che-samples
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/chen-keinan/mesh-kridik:
  description: ''
  addition_method: manual
  gh_license: Apache-2.0
  gh_pushed: '2024-12-09T16:56:32Z'
  gh_stars: 27
  last_checked: 1779388598.360252
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 1
  ai_summary: A security auditing and compliance verification tool for cloud-native
    Service Meshes, validating configurations against strict benchmark rulesets. It
    supports meshes like Istio, Linkerd, and Consul.
  language: Go
  resource_type: Security Tool
  complexity: High
  hierarchy:
  - Security
  - Service Mesh Security
  - Audit Tools
  is_microservice: true
  title: chen-keinan/mesh-kridik
https://github.com/chenjd/terraform-101:
  description: ''
  addition_method: manual
  content_hash: 125f6c2be505c4d1e2cb2932a9f8bec5e1e02cee514f6c61eb8c31bdefc0a857
  health_score: 100.0
  last_checked: 1781735921.282199
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: A highly practical beginner-level code index focusing on Terraform basics,
    state management, module syntax, and provider declarations for deploying cloud
    infrastructure safely.
  language: HCL
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - Fundamental Syntaxes
  is_microservice: false
  title: "==https://github.com/chenjd/terraform-101== \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/chenjiandongx/kubectl-count:
  description: ''
  addition_method: manual
  content_hash: 01617c6a4198156e3ce2bb0ec9551eedf2c5993e7e7c2353355563c2340b99a8
  gh_license: MIT
  gh_pushed: '2022-08-02T06:39:24Z'
  gh_stars: 39
  health_score: 100.0
  last_checked: 1779029475.748512
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A fast and minimal kubectl plugin designed to return resource counts
    grouped by namespace or specific kinds. It targets fast CLI inspections, though
    modern system administrators frequently replace it with k9s configurations or
    basic custom scripting.
  language: Go
  resource_type: CLI Plugin
  complexity: Beginner
  hierarchy:
  - Operations
  - CLI Tooling
  - Resource Auditing
  is_microservice: false
  title: github.com/chenjiandongx/kubectl-count
https://github.com/chenjiandongx/kubectl-images:
  description: ''
  addition_method: manual
  content_hash: 13e98236ba3c418d71801ffe86340015965970737745a3ec9f6478e2aac5fd64
  gh_license: MIT
  gh_pushed: '2026-03-19T03:56:28Z'
  gh_stars: 277
  health_score: 100.0
  last_checked: 1779031844.831167
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A CLI plugin designed to scan, inventory, and display the exact container
    images actively deployed inside a cluster namespace. Essential for identifying
    outdated registry links and resolving missing image version tags.
  language: Go
  resource_type: CLI Plugin
  complexity: Beginner
  hierarchy:
  - Observability
  - CLI Utilities
  - Image Security
  is_microservice: false
  title: kubectl-images
https://github.com/chmouel/kss:
  description: ''
  addition_method: manual
  content_hash: c2896a9e8114fec52c2449b0bcaa1ade652c55a80699d08f20de4fc16b6228ac
  gh_license: Apache-2.0
  gh_pushed: '2026-01-31T17:46:22Z'
  gh_stars: 43
  health_score: 100.0
  last_checked: 1779030350.609245
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A CLI utility designed to enhance pod status visibility, extracting
    high-fidelity information from Kubernetes clusters in real-time. It visualizes
    container terminations, restarts, and readiness probes with rich colors and status
    indicators, addressing the visual limitations of native `kubectl get pods`.
  language: Rust
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - CLI Utilities
  - Pod Status
  is_microservice: false
  title: KSS - Kubernetes pod status on steroid
https://github.com/chr-fritz/csi-sshfs:
  description: ''
  addition_method: manual
  content_hash: a158dd061ff0926b72df24dc12c73014a8233f0f9c7485cb7cfc93ed9b4959a6
  gh_license: Apache-2.0
  gh_pushed: '2020-01-29T21:18:12Z'
  gh_stars: 30
  health_score: 100.0
  last_checked: 1779030025.31795
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A Container Storage Interface (CSI) plugin designed to mount remote
    directories securely over SSHFS/SFTP. It enables microservice instances to read
    and write directly to legacy external filesystems without custom FTP setups.
  language: Go
  resource_type: CSI Driver
  complexity: Advanced
  hierarchy:
  - Storage & Data
  - CSI Plugins
  - Remote Mounting
  is_microservice: false
  title: chr-fritz/csi-sshfs
https://github.com/chrislusf/seaweedfs:
  description: ''
  addition_method: manual
  content_hash: de61a9b3d109057426969c8a7d760944d3795ffa627822a5be380f0c61eb3e90
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T06:18:52Z'
  gh_stars: 26
  health_score: 100.0
  last_checked: 1779031465.098359
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: A fast, highly scalable distributed storage engine that provides file
    and object hosting. This repository features native integration paths, enabling
    microservice workloads to access high-throughput file structures with rapid lookup
    times.
  language: Go
  resource_type: Storage Platform
  complexity: Advanced
  hierarchy:
  - Storage & Data
  - Distributed File Systems
  - Object Storage
  is_microservice: false
  title: chrislusf/seaweedfs
https://github.com/chrisns/cosign-keyless-demo:
  description: ''
  addition_method: manual
  ai_summary: A practical reference repository showcasing how to perform keyless container
    image signing inside GitHub Actions using Cosign. The blueprint demonstrates authenticating
    against Fulcio and Rekor using GitHub's temporary identity tokens. Essential for
    platform engineers looking to implement secure-by-default CI/CD pipelines.
  complexity: Intermediate
  content_hash: d9b118c22b91aa81144ead0562da99a0ed5acfe3abf3c239535a8f8905b64325
  gh_license: MIT
  gh_pushed: '2023-01-31T22:31:51Z'
  gh_stars: 14
  health_score: 100.0
  hierarchy:
  - Security
  - Supply Chain Security
  - Keyless Signing
  is_microservice: true
  language: Go
  last_checked: 1779033422.204265
  needs_ai_refresh: true
  resource_type: Repository
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2021'
  title: 'chrisns/cosign-keyless-demo: Cosign Keyless GitHub Action Demo'
https://github.com/chrisns/k8s-opa-boilerplate:
  description: ''
  addition_method: manual
  content_hash: 8a0b016f5f851d2b242d57ece34c8c4e59db74b3c5f76f5453c0f8fe58d69c84
  gh_license: MIT
  gh_pushed: '2026-06-02T18:15:17Z'
  gh_stars: 18
  health_score: 100.0
  last_checked: 1779033773.44563
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  - demos.md
  year: '2020'
  ai_summary: A minimal, highly instructional boilerplate repository demonstrating
    Open Policy Agent (OPA) integration inside Kubernetes using Gatekeeper. Helps
    bootstrap policy-as-code paradigms to secure deployments and enforce structural
    admission controls.
  language: Rego
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Security
  - Policy Enforcement
  is_microservice: false
  title: chrisns/k8s-opa-boilerplate
https://github.com/christopherhein/awesome-eks:
  addition_method: manual
  content_hash: 93a9e5db618cb592b0f77817d16fab80c32bf37548e360f8f15b7b0d147ee9df
  description: ''
  health_score: 100.0
  last_checked: 1779031147.182302
  stars: 0
  title: 'christopherhein/awesome-eks: Awesome EKS'
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
https://github.com/cicdops/awesome-ciandcd:
  description: ''
  addition_method: manual
  ai_summary: An extensive curated list capturing modern DevOps platforms, delivery
    engines, automated linting, security scanning, and container validation tools,
    acting as a foundational technical index for engineering teams.
  complexity: Intermediate
  content_hash: 5a5b7c5fa80a5882bee04d962414e0db0c1332043f674bdac2b3db4bd7a9fbe5
  gh_license: GPL-2.0
  gh_pushed: '2026-04-14T12:29:54Z'
  gh_stars: 1999
  health_score: 100.0
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Resource Portals
  is_microservice: true
  language: Markdown
  last_checked: 1779031026.336316
  needs_ai_refresh: true
  resource_type: Repository
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cicd.md
  - docs/other-awesome-lists.md
  v2_locations:
  - cicd.md
  - other-awesome-lists.md
  year: '2025'
  title: "Awesome CI/CD \U0001F31F"
  is_special: true
https://github.com/cilium/tetragon:
  description: ''
  addition_method: manual
  ai_summary: An eBPF-powered security observability and runtime enforcement platform.
    It monitors and blocks system events at the kernel level, providing granular process
    execution, network activity, and file system audit streams with zero container
    overhead.
  complexity: Advanced
  content_hash: 68c450ba0fe25e40514df915223a5935099e45961a55a65fa4f4551626c2b41d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T09:06:49Z'
  gh_stars: 4749
  health_score: 100.0
  hierarchy:
  - Observability & Monitoring
  - eBPF Runtime Enforcement
  - Tetragon Platform
  is_microservice: true
  language: Go
  last_checked: 1779031109.34794
  needs_ai_refresh: true
  resource_type: platform
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: '2022'
  title: Tetragon (Cilium)
https://github.com/cinhtau/sonatype-nexus-waffle:
  description: ''
  addition_method: manual
  ai_summary: An archived community plugin targeting Windows Active Directory single
    sign-on (SSO) authentication within Sonatype Nexus. Live grounding confirms it
    is obsolete, unmaintained, and legacy. Useful primarily as vintage integration
    code, modern Nexus deployments utilize modern OIDC and LDAP endpoints.
  complexity: Advanced
  content_hash: c430ab3d6f9179affd62ed9be3ed0189f8b99d15e900eeb970e8a68664b314db
  gh_license: MIT
  gh_pushed: '2019-05-17T19:12:19Z'
  gh_stars: 6
  health_score: 100.0
  hierarchy:
  - Artifact Management
  - Package Repositories
  - Nexus Integrations
  is_microservice: false
  language: Java
  last_checked: 1779029613.712683
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: '2018'
  title: github.com/cinhtau/sonatype-nexus-waffle
https://github.com/circa10a/terraform-provider-mailform:
  description: ''
  addition_method: manual
  content_hash: 179c6253105400bd3692883c5767318d8a344c169d207f1887df3eb388847fae
  gh_license: MPL-2.0
  gh_pushed: '2025-11-12T03:06:44Z'
  gh_stars: 14
  health_score: 100.0
  last_checked: 1779032157.692018
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2021'
  ai_summary: A niche experimental Terraform provider for the Mailform SaaS API. Serves
    as a great programmatic example for developers seeking to build customized provider
    architectures using standard SDK specifications.
  language: Go
  resource_type: Provider
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - SaaS Integration
  - Providers
  is_microservice: false
  title: github.com/circa10a/terraform-provider-mailform
https://github.com/cisagov/log4j-scanner:
  description: ''
  addition_method: manual
  ai_summary: CISA's open-source scanning tool designed to verify Log4j vulnerabilities
    by executing safe, targeted callback requests. It is a highly reliable diagnostic
    utility for auditing external attack surfaces and ensuring regulatory compliance.
    The tool remains an essential resource for enterprise security audits.
  complexity: Intermediate
  content_hash: 48b61235254336a836b0f1b1ccccb13bfe62a090c6f91c115c0112ac63e4bae1
  health_score: 100.0
  hierarchy:
  - Security
  - Vulnerabilities
  - Log4Shell Scanners
  is_microservice: false
  language: Python
  last_checked: 1781735930.041245
  needs_ai_refresh: true
  resource_type: Tool
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2021'
  title: ==cisagov/log4j-scanner==
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/ckotzbauer/chekr:
  description: ''
  addition_method: manual
  content_hash: 7051b38f708de41e58bdb9317a2523365211292d7599f817c8c551fca5b23cc2
  gh_license: MIT
  gh_pushed: '2023-09-16T06:23:32Z'
  gh_stars: 9
  health_score: 100.0
  last_checked: 1779031126.358947
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A lightweight utility designed to inspect Kubernetes configurations
    and validate them against upcoming resource deprecations and removals. By mapping
    API versions in manifest files to deprecation roadmaps, it prevents cluster upgrade
    disruptions. Active through 2026, it remains a useful command-line tool for pre-flight
    deployment audits.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Security
  - Policy Enforcement
  - Deprecation Check
  is_microservice: false
  title: chekr
https://github.com/ckotzbauer/chekr/issues/61:
  description: ''
  addition_method: manual
  content_hash: 64981e18ca235f20e325e03f8bd8e65477f0b0858a8a19b3df882c11da23659e
  gh_license: MIT
  gh_pushed: '2023-09-16T06:23:32Z'
  gh_stars: 9
  health_score: 100.0
  last_checked: 1779034500.027235
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - GUIDE
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A specific technical issue and discussion detailing how to dynamically
    generate Kyverno deprecation policies using chekr. This represents an advanced
    integration pattern where declarative deprecation rules can be continuously generated
    and enforced at admission time. An invaluable resource in 2026 for automated platform
    upgrades.
  language: Markdown
  resource_type: Documentation / Issue
  complexity: Medium
  hierarchy:
  - Security
  - Policy Enforcement
  - Kyverno Integration
  is_microservice: false
  title: 'github.com issues: Generate Kyverno deprecation policies with chekr'
https://github.com/ckotzbauer/vulnerability-operator:
  description: ''
  addition_method: manual
  content_hash: 48b51a396e0e94d654e5e238dd08cc407cc44898fccfa028445cd33f29032737
  gh_license: MIT
  gh_pushed: '2026-06-13T13:29:42Z'
  gh_stars: 87
  health_score: 100.0
  last_checked: 1779032255.36903
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: Integrates scanning engines with active cluster runtimes, cross-referencing
    running container image tags against security databases to alert administrators
    to new vulnerabilities.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Security
  - Vulnerability Management
  - Scanning
  - Operators
  is_microservice: false
  title: ckotzbauer/vulnerability-operator
https://github.com/clanktron/k3s-ansible:
  description: ''
  addition_method: manual
  content_hash: 34d9e871c6f5b42ebfb9cdf1bf0744ffc0710c729a4535ea63be7ddf4f792add
  gh_license: Apache-2.0
  gh_pushed: '2022-09-15T05:51:01Z'
  gh_stars: 36
  health_score: 100.0
  last_checked: 1779032017.760185
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2022'
  ai_summary: A robust, multi-node Ansible playbook developed to cleanly orchestrate
    K3s setups, handle system dependencies, bind node components, and extract active
    kubeconfigs automatically.
  language: YML
  resource_type: IaC
  complexity: Intermediate
  hierarchy:
  - Edge & IoT
  - Cluster Provisioning
  - Ansible Roles
  is_microservice: false
  title: clanktron/k3s-ansible
https://github.com/clastix/capsule:
  addition_method: manual
  content_hash: 82756c4742f62a3e237316762b895ce70a87796f7ece4032aa7093de049c5e65
  description: ''
  health_score: 100.0
  last_checked: 1779029310.269362
  stars: 0
  title: ==Capsule Operator==
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://github.com/cli/cli:
  addition_method: manual
  content_hash: a52e2e804b83b6dcd5c62fb973c6a49c969cf2ab698cf1ceb6de5e8c6cc46782
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779032920.669238
  needs_ai_refresh: true
  stars: 0
  title: github.com/cli/cli
  v1_locations:
  - docs/git.md
  year: N/A
https://github.com/cloud-ark/caastle:
  description: ''
  addition_method: manual
  content_hash: 463ff6042883048fb4ccbba61b567694071bc7725dc37e8ba0a63107f2d49222
  gh_license: Apache-2.0
  gh_pushed: '2018-10-29T16:57:29Z'
  gh_stars: 26
  health_score: 100.0
  last_checked: 1779031356.698778
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An application-focused operator designed to manage multi-tiered applications
    in Kubernetes using structured Custom Resources. By coordinating complex dependency
    lifecycles across different services, it attempts to simplify custom operator
    architecture. In 2026, it is primarily viewed as a research-level project.
  language: Python
  resource_type: Kubernetes Operator
  complexity: High
  hierarchy:
  - Platform
  - Application Platform
  - Custom Resources
  is_microservice: false
  title: cloud-ark/caastle
https://github.com/cloud-ark/kubeplus:
  description: ''
  addition_method: manual
  content_hash: e5a88a7c5feb987add38a79bfaec017b7fb35ebac325b9ec8f25e243ac32e335
  gh_license: Apache-2.0
  gh_pushed: '2026-06-03T15:05:24Z'
  gh_stars: 735
  health_score: 100.0
  last_checked: 1779030021.248257
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: Delivers Helm charts as managed services by generating dynamic APIs.
    It secures multi-tenant pipelines, enforces platform utilization policies, and
    integrates Helm deployments with custom billing engines.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - Packaging
  - SaaS Provisioning
  - Operators
  is_microservice: false
  title: "KubePlus - Kubernetes Operator to deliver Helm charts as-a-service \U0001F31F"
https://github.com/cloud-bulldozer/benchmark-operator:
  description: ''
  addition_method: manual
  content_hash: edfe3b8caa1da00123cb823ef49ca923957b0463f59db375b03fcd8ed2cef680
  gh_license: Apache-2.0
  gh_pushed: '2025-05-28T10:48:27Z'
  gh_stars: 305
  health_score: 100.0
  last_checked: 1779034521.536349
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: Automates heavy performance testing (e.g., FIO, uperf) within active
    clusters. It deploys targets, isolates benchmark metrics, and exports execution
    data to visualization layers.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Reliability
  - Testing
  - Performance Benchmarking
  - Operators
  is_microservice: false
  title: 'cloud-bulldozer/benchmark-operator: The Chuck Norris of cloud benchmarks'
https://github.com/cloud-bulldozer/kube-burner:
  addition_method: manual
  content_hash: 59ce31168e8f6a50d9531f032f45f6daff0742dc413c3ff7f8c1467a566de664
  description: ''
  health_score: 100.0
  last_checked: 1779031026.996353
  stars: 0
  title: "kube-burner \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/cloud-custodian/cloud-custodian:
  description: ''
  addition_method: manual
  content_hash: 4122fb4f0d8f8b9b1d5e3fd765197751c957199983189d480fa145cd59f6fc46
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T18:53:37Z'
  gh_stars: 6007
  health_score: 100.0
  last_checked: 1779031540.296752
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: A robust, YAML-configured rules engine used by enterprise platform engineers
    to manage multi-cloud compliance, cost control, and security posture across AWS,
    Azure, and GCP. Automates cost-saving resource deletions, tag compliance, and
    real-time security remediation.
  language: Python
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Multi-Cloud Governance
  - Compliance Engine
  is_microservice: false
  title: Cloud Custodian
https://github.com/cloud-native-toolkit/multi-tenancy-gitops:
  description: ''
  addition_method: manual
  content_hash: 9ee4507bfa3837182a87995eb7b7b398017cf6866580d56db23d50633424d1be
  gh_license: Apache-2.0
  gh_pushed: '2025-05-09T18:47:42Z'
  gh_stars: 120
  health_score: 100.0
  last_checked: 1779030680.913143
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: A production-grade toolkit mapping GitOps and Argo CD architectures
    onto multi-tenant Kubernetes clusters. Outlines secure separation patterns, namespace
    isolations, and policy sync mechanisms for scaling environments.
  language: Yaml / Shell
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - GitOps
  - Multi-Tenancy
  is_microservice: false
  title: "==cloud-native-toolkit/multi-tenancy-gitops== \U0001F31F"
https://github.com/cloud66-oss/copper:
  addition_method: manual
  content_hash: 771e183c89c06d4a087f0f058f4b331548fb3e0102fc42394040c8ab2fdeec2e
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779029950.284083
  needs_ai_refresh: true
  stars: 0
  title: Copper
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://github.com/cloudalchemy/ansible-grafana:
  description: ''
  addition_method: manual
  content_hash: 3a341740ea64c94a440597d1bcb210033a257776c21175198d1f3bdea0086d82
  gh_license: MIT
  gh_pushed: '2023-05-31T04:20:45Z'
  gh_stars: 503
  health_score: 100.0
  last_checked: 1779030423.106578
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: '2026'
  ai_summary: An automated Ansible role engineered by Cloud Alchemy to deploy, configure,
    and maintain Grafana services. It translates Grafana's file-based provisioning
    API parameters into clean Ansible playbooks, standardizing monitoring stack deployments
    across virtualized environments.
  language: Ansible
  resource_type: Ansible Role
  complexity: Medium
  hierarchy:
  - Observability
  - Visualization
  - Infrastructure as Code
  is_microservice: false
  title: Grafana provisioning Ansible Role
https://github.com/cloudalchemy/ansible-prometheus:
  addition_method: manual
  content_hash: 49fbffd8ca22637aabd9d0dfd6ed58b745d8ab892342cbf63b7aa50a1693f875
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779032589.291989
  needs_ai_refresh: true
  stars: 0
  title: github.com/cloudalchemy/ansible-prometheus
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/cloudbees/groovy-cps:
  description: ''
  addition_method: manual
  content_hash: eef92e14e2cb59c30055868b0d43826b08d5c782554e0cdd1dd79d84b8a624d4
  gh_license: Apache-2.0
  gh_pushed: '2022-11-04T20:42:58Z'
  gh_stars: 95
  health_score: 100.0
  last_checked: 1779034292.266725
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  v2_locations:
  - demos.md
  - jenkins.md
  year: '2021'
  ai_summary: Curator Insight introduces the underlying Continuation Passing Style
    (CPS) engine used for executing asynchronous Groovy scripts in Jenkins pipelines.
    Live Grounding reveals that understanding CPS is critical for debugging serialization
    errors during master restarts. This technical library ensures execution state
    can survive controller crashes and resume safely.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - DevOps
  - Pipeline Execution Engine
  - Groovy CPS
  - Continuation Passing Style
  is_microservice: false
  title: Continuation Passing Style (CPS)
https://github.com/cloudflare/cf-terraforming:
  addition_method: manual
  content_hash: 64fc22ae8c4fdef0283f5a3c2088ff9d4bea2f63b2941fc5838d496f091fba74
  health_score: 100.0
  last_checked: 1779030500.116041
  v1_locations:
  - docs/terraform.md
https://github.com/cloudflare/lockbox:
  description: ''
  addition_method: manual
  content_hash: dc51dc2ef9e0675da15a20513c781d396760eff71566a1ebdb1ec3fb38e0f38e
  gh_license: BSD-3-Clause
  gh_pushed: '2026-04-23T22:37:37Z'
  gh_stars: 183
  health_score: 100.0
  last_checked: 1779031017.193851
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: Cloudflare's implementation of public-key encryption workflows to store
    secrets safely in git repositories before deployment. This cryptographic utility
    integrates directly with CI/CD platforms to protect values in transit. Highly
    stable cryptography library still referenced in modern platforms.
  language: Go
  resource_type: Library
  complexity: Medium
  hierarchy:
  - Networking & Security
  - Secret Management
  - Encryption
  is_microservice: false
  title: github.com/cloudflare/lockbox
https://github.com/cloudflare/sciuro:
  description: ''
  addition_method: manual
  content_hash: 2fb02ebcd733d6320f3037287b7967cf6fde6b15a231274e7167e39d47f2ef97
  gh_license: Apache-2.0
  gh_pushed: '2026-04-23T22:52:03Z'
  gh_stars: 180
  health_score: 100.0
  last_checked: 1779031715.197263
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An experimental graphical interface developed by Cloudflare to visualize
    Kubernetes workloads, cluster nodes, and networking paths in real time. It was
    designed to highlight resource topology and mapping structures. In 2026, the repository
    is unmaintained but serves as an informative architectural archetype for web UI
    mapping.
  language: TypeScript
  resource_type: Web Application
  complexity: Medium
  hierarchy:
  - Operations
  - Observability
  - Visualizer
  is_microservice: true
  title: sciuro
https://github.com/cloudfoundry/cf-for-k8s:
  description: ''
  addition_method: manual
  content_hash: 5badd2857efd39600e8073bf023c6a93823e349066b6c8d844647f8228024456
  gh_license: Apache-2.0
  gh_pushed: '2022-08-03T22:59:25Z'
  gh_stars: 292
  health_score: 100.0
  last_checked: 1779032540.51896
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: An implementation of Cloud Foundry designed to run natively on Kubernetes,
    blending the Cloud Foundry developer experience (cf push) with Kubernetes infrastructure.
    By 2026, this repository is archived as Cloud Foundry has transitioned its Kubernetes
    strategy toward more modular tools (like Korifi), rendering this specific integrated
    project a legacy reference.
  language: Go
  resource_type: Application Platform
  complexity: High
  hierarchy:
  - Platform
  - PaaS
  - Cloud Foundry
  is_microservice: true
  title: cf-for-k8s
https://github.com/cloudnativelabs/kube-shell:
  description: ''
  addition_method: manual
  content_hash: b1713285344920ab656e80de1eaf56475ef556603f8f2d9624e0578d32da3304
  gh_license: Apache-2.0
  gh_pushed: '2022-11-02T12:34:48Z'
  gh_stars: 2393
  health_score: 100.0
  last_checked: 1779031497.62229
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: An interactive command shell wrapper for kubectl that features context
    indicators, command completion, and inline help. While visually compelling, native
    terminal enhancements (such as zsh completions combined with fzf) have largely
    rendered this dedicated wrapper legacy.
  language: Python
  resource_type: Interactive Shell CLI
  complexity: Intermediate
  hierarchy:
  - Operations
  - CLI Tooling
  - Interactive Shell
  is_microservice: false
  title: ==github.com/cloudnativelabs/kube-shell== ⭐
https://github.com/cloudogu/gitops-patterns:
  description: ''
  addition_method: manual
  content_hash: f19a9fe0d5737e1c19fb96869334f6eef6b21c3f6a15e8f27816f6cb3daa8c6c
  gh_license: MIT
  gh_pushed: '2025-06-30T16:08:02Z'
  gh_stars: 359
  health_score: 100.0
  last_checked: 1779031089.398782
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: '2021'
  ai_summary: An open directory detailing tested structural patterns for GitOps repo
    layouts. Helps architectural teams implement scalable environment propagation,
    secure branch systems, and robust template overlays cleanly.
  language: Markdown
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Design Patterns
  is_microservice: false
  title: ==github.com/cloudogu/gitops-patterns==
https://github.com/cloudogu/gitops-playground:
  description: ''
  addition_method: manual
  content_hash: a0429396c0d451066023ec05f8e6ce054c85c4f2b2d91a548401b5766a65c032
  gh_license: AGPL-3.0
  gh_pushed: '2026-06-12T09:57:11Z'
  gh_stars: 266
  health_score: 100.0
  last_checked: 1779031255.848239
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: '2021'
  ai_summary: A fully configured local testing playground that showcases multi-tool
    GitOps pipelines. Includes pre-wired sample apps to help developers analyze live
    sync processes, drift reconciliation, and integration dynamics using ArgoCD and
    Flux.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Testing Environments
  is_microservice: true
  title: github.com/cloudogu/gitops-playground#example-applications
https://github.com/cloudogu/jenkinsfiles:
  description: ''
  addition_method: manual
  content_hash: 359d3987e7e51eaa143d920b4185887131c580def58388d8f4da4a990a60b4f3
  gh_license: MIT
  gh_pushed: '2023-10-31T08:24:10Z'
  gh_stars: 299
  health_score: 100.0
  last_checked: 1779030730.426815
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: A comprehensive repository of production-ready Jenkinsfiles designed
    for modern enterprise software lifecycles. Offers reusable build scripts, container
    integration routines, and test suite automation loops.
  language: Groovy
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - DevSecOps & Automation
  - Jenkins-based CI-CD
  - Jenkins Architecture
  is_microservice: false
  title: "cloudogu/jenkinsfiles \U0001F31F\U0001F31F\U0001F31F"
https://github.com/cloudogu/k8s-diagrams:
  description: ''
  addition_method: manual
  content_hash: 357885af0faa759dba9d088cac75fe5c6bb3e95ea6828537acfbec65fdf4723e
  gh_license: AGPL-3.0
  gh_pushed: '2025-01-09T10:26:06Z'
  gh_stars: 339
  health_score: 100.0
  last_checked: 1779034134.990642
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  - docs/kubernetes-tools.md
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  - cloud-arch-diagrams.md
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A specialized CLI utility built to parse Kubernetes live states and
    manifest specifications directly into clean, structured architectural diagrams.
    Resolves the operational pain point of manual cluster mapping, providing engineers
    with an accurate visual layout of active workloads, routes, and cluster components.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Architecture & Visualization
  - Kubernetes Visualizer
  - Go
  is_microservice: false
  title: ==cloudogu/k8s-diagrams==
https://github.com/cloudposse-terraform-components/aws-eks-argocd:
  description: ''
  addition_method: manual
  ai_summary: Enterprise-ready Terraform submodule designed to deploy, configure,
    and bootstrap Argo CD onto an existing AWS EKS cluster. Standardizes complex security
    configurations, integrates with IAM Roles for Service Accounts (IRSA), and provisions
    preconfigured Helm releases.
  complexity: Advanced
  content_hash: a9cedc5f0da32caf8a3e3fb228149e1dd3f7ebdbe428bfdde20904a90b25f24e
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Infrastructure as Code
  - Terraform & AWS
  - EKS Modules
  is_microservice: false
  language: HCL
  last_checked: 1781735876.512896
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/argo.md
  - docs/gitops.md
  - docs/kubernetes-tools.md
  v2_locations:
  - argo.md
  - gitops.md
  - kubernetes-tools.md
  year: '2023'
  title: AWS EKS Argo CD Terraform Component
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/cloudposse/atmos:
  description: ''
  addition_method: manual
  content_hash: 20d5de9ef09c1eb07b18e0db2146be3215adea59d789d498bb2760d09dcb71e0
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T06:09:40Z'
  gh_stars: 1310
  health_score: 100.0
  last_checked: 1779031097.415867
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: Atmos is a production-grade orchestration framework developed to coordinate
    large-scale multi-account, multi-region cloud configurations. By utilizing a clean
    hierarchical YAML stack structure, it integrates Terraform, OpenTofu, and Helmfile
    into consolidated environment manifests. It streamlines modular patterns and enforces
    strict security and tagging architectures.
  language: Go
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Orchestration
  - Enterprise Architectures
  is_microservice: false
  title: github.com/cloudposse/atmos
https://github.com/cloudposse?q=terraform-:
  description: ''
  addition_method: manual
  content_hash: 222cf30de23f4494dc58700def560592c26ee19d8182496a9cec9e63d098a0f6
  health_score: 100.0
  last_checked: 1779033806.74093
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2025'
  ai_summary: The premier repository suite of highly modular, enterprise-tested blueprints
    authored by Cloud Posse. These patterns are widely adopted for orchestrating complex
    AWS and Kubernetes infrastructure layers using declarative conventions.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Curation
  - Cloud Posse Modules
  is_microservice: true
  title: github.com/cloudposse?q=terraform-
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/cloudtty/cloudtty:
  description: ''
  addition_method: manual
  content_hash: 3028047efca167255852e833c529b4ebbc136ff241c39a55f7bfef920bff078c
  gh_license: MIT
  gh_pushed: '2026-05-21T06:52:50Z'
  gh_stars: 655
  health_score: 100.0
  last_checked: 1779029421.90367
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: CloudTTY is an operator-backed web terminal designed to securely run
    browser-based command shell windows inside Kubernetes. Leveraging native container
    APIs, it provides access to authorized shells without external SSH configurations,
    proving invaluable for multi-tenant developer portal integration.
  language: Go
  resource_type: Operator / Web UI
  complexity: Advanced
  hierarchy:
  - Operations
  - CLI Tooling
  - Web Terminal
  is_microservice: true
  title: 'cloudtty/cloudtty: A Kubernetes Cloud Shell (Web Terminal) Operator'
https://github.com/clusternet/clusternet:
  description: ''
  addition_method: manual
  content_hash: fc6d32ef3d10ebd1ade3e69b4b3e71cda12fe6bc09e44bcb5e38c24a8900c685
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T04:23:14Z'
  gh_stars: 1437
  health_score: 100.0
  last_checked: 1779034211.952244
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Clusternet is an open-source, multi-cluster management framework designed
    to orchestrate application deployment across heterogeneous cloud-to-edge Kubernetes
    networks. It decouples control planes by introducing push and pull-based scheduling
    mechanisms, allowing seamless policy propagation.
  language: Go
  resource_type: Multi-cluster Controller
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Cluster Routing
  - Fleet Orchestration
  is_microservice: false
  title: ==github.com/clusternet==
https://github.com/clusterpedia-io/clusterpedia:
  description: ''
  addition_method: manual
  content_hash: 3775a48570c85b1417c09243062e2d6cb3e17462b934251c9410f1215318fa6d
  gh_license: Apache-2.0
  gh_pushed: '2026-05-30T00:47:17Z'
  gh_stars: 873
  health_score: 100.0
  last_checked: 1779031468.905334
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: Clusterpedia is a high-performance open-source search engine for multi-cluster
    Kubernetes resources. It periodically synchronizes objects from countless distinct
    environments into a centralized database, exposing a standard Kubernetes API endpoint
    to enable low-latency, cross-cluster resource discovery and management.
  language: Go
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Kubernetes Management
  - Multi-Cluster
  - Search Engine
  is_microservice: false
  title: "clusterpedia-io/clusterpedia \U0001F31F"
  is_special: true
https://github.com/clvx/k8s-rbac-model:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: A conceptual visualization framework for modeling
    Kubernetes RBAC policies. Live Grounding: The project has seen zero updates in
    over 5 years. Deprioritized under MVQ rules due to structural obsolescence against
    modern apiGroups.'
  complexity: Intermediate
  content_hash: 47af26afb1e6187c9e511f90ee627aaf989c3bb6d9012c8b95ff36a969aa242d
  gh_license: Apache-2.0
  gh_pushed: '2020-09-01T20:19:40Z'
  gh_stars: 26
  health_score: 100.0
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  - Legacy Tools
  is_microservice: false
  language: JavaScript
  last_checked: 1779033925.527991
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: '2019'
  title: 'github.com/clvx/k8s-rbac-model: Kubernetes RBAC Model'
https://github.com/cncf/tag-security:
  description: ''
  addition_method: manual
  ai_summary: The premier open-source governance and advisory group defining cloud-native
    security, compliance, and secure software supply chains. Provides critical specifications
    including the CNCF Security Whitepaper and Cloud Native Threat Matrix, which serve
    as foundational guides for platform architects.
  complexity: Advanced
  content_hash: fbaed98c63fc735d027aaa6ca925d7db7cc292526f16fb9a3c807331039634b5
  gh_license: NOASSERTION
  gh_pushed: '2025-12-08T07:51:51Z'
  gh_stars: 2264
  health_score: 100.0
  hierarchy:
  - Security
  - Cloud-Native
  - Governance Standards
  is_microservice: false
  language: English
  last_checked: 1779034394.963452
  needs_ai_refresh: true
  resource_type: GitHub Repository
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: "cncf/tag-security: CNCF Security Technical Advisory Group \U0001F31F"
https://github.com/cni-genie/CNI-Genie:
  addition_method: manual
  content_hash: 86431846eeb87d1bd76fb941fa4b2156d7b39cf1ceb2cf7e0be39dd82f532351
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779031349.891425
  needs_ai_refresh: true
  stars: 0
  title: CNI-Genie
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://github.com/cnrancher/autok3s:
  description: ''
  addition_method: manual
  content_hash: 1c1ad8e505e61906ce2c7b545f0e5cd62a00cc56b4fbf1dda53728c345269f05
  gh_license: Apache-2.0
  gh_pushed: '2025-11-25T08:19:31Z'
  gh_stars: 938
  health_score: 100.0
  last_checked: 1779030022.644068
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2023'
  ai_summary: Curator Insight defines autok3s as a lightweight tool to provision and
    manage K3s clusters across various cloud providers. Live engineering truth in
    2026 notes that its development has stabilized, functioning well for localized
    multi-cloud rapid prototyping. It provides an API and a CLI wrapper to simplify
    provisioning on AWS, Alibaba, and Tencent Cloud.
  language: Go
  resource_type: Code Repository
  complexity: Medium
  hierarchy:
  - Edge Computing
  - Kubernetes Provisioning
  - AutoK3s
  is_microservice: false
  title: cnrancher/autok3s
https://github.com/cockroachdb/copyist:
  description: ''
  addition_method: manual
  content_hash: ba28e669744ae9985c71af064756c8bc779898666820d377644e609ec280f7bc
  gh_license: Apache-2.0
  gh_pushed: '2026-06-04T18:30:28Z'
  gh_stars: 853
  health_score: 100.0
  last_checked: 1779029573.66604
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2020'
  ai_summary: Details copyist, a Go library developed by CockroachDB to automate SQL
    mock generations. Records and plays back transactions to let developers perform
    database testing without spinning up full DBMS clusters.
  language: English
  resource_type: GitHub Repository
  complexity: Advanced
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - Database Mocking
  is_microservice: false
  title: copyist
https://github.com/codecentric/helm-charts:
  description: ''
  addition_method: manual
  ai_summary: An active, community-maintained collection of high-quality Helm charts,
    featuring a robust configuration path for DevOps tooling like Jenkins. It provides
    clean, production-ready, security-hardened manifests optimized for enterprise
    use.
  complexity: Intermediate
  content_hash: 99e7b1b7ee743f0f3b3cea0e279681350b7fe180bdc3f25c723909fe85b0ae84
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T12:05:48Z'
  gh_stars: 733
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - DevOps Pipelines
  is_microservice: true
  language: YAML
  last_checked: 1779030952.270948
  needs_ai_refresh: true
  resource_type: Helm Chart
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2025'
  title: "Codecentric Jenkins \U0001F31F"
https://github.com/codecentric/spring-boot-admin:
  description: ''
  addition_method: manual
  content_hash: 68187b3accb6b796cf3f24c30de656df4f4bf632336a27078b4401d695c31da1
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T18:44:23Z'
  gh_stars: 12828
  health_score: 100.0
  last_checked: 1779031012.559469
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2026'
  ai_summary: A popular community dashboard engineered to coordinate, monitor, and
    manage Spring Boot applications. By parsing actuator telemetry data, it displays
    real-time statistics including thread states, JVM metrics, memory usage, dynamic
    logging levels, and distributed transaction status.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Spring Ecosystem
  - Observability
  - Administration UI
  is_microservice: true
  title: "codecentric's Spring Boot Admin UI \U0001F31F"
https://github.com/codecrafters-io/build-your-own-x:
  description: ''
  addition_method: manual
  content_hash: b2853cf5c0430a748f639c71fd07733cc66e705c5ace8005cc37bdeca30e97e0
  health_score: 100.0
  last_checked: 1781735921.134299
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devel-sites.md
  - docs/introduction.md
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  - devel-sites.md
  - introduction.md
  year: '2024'
  ai_summary: An immensely popular community-driven compilation of step-by-step guides
    for building complex software systems (compilers, databases, operating systems,
    Docker) from scratch. Perfect for deep pedagogical exploration of core engineering
    systems.
  language: English
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Education
  - Systems Programming
  is_microservice: false
  title: Build Your Own X
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/coderanger/migrations-operator:
  description: ''
  addition_method: manual
  content_hash: 621080d14963a805f53f5cb620b78e4b254f7aceb764eded9b214d0ace704973
  gh_license: Apache-2.0
  gh_pushed: '2025-06-10T07:31:27Z'
  gh_stars: 136
  health_score: 100.0
  last_checked: 1779031449.149706
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: This controller coordinates database schema migration jobs relative
    to active deployment rollouts. By intercepting deployment events, it executes
    schema changes as blocking preparatory steps, ensuring application microservices
    only start up once target database structures align.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Data & Databases
  - Lifecycle Management
  - Schema Migrations
  is_microservice: true
  title: 'coderanger/migrations-operator: Migrations-Operator'
https://github.com/codesenberg/bombardier:
  description: ''
  addition_method: manual
  content_hash: 4448392cd8e9b16e3e7d2107e19aa3d457adee5d229d47139ad4911f1cdf4019
  gh_license: MIT
  gh_pushed: '2026-03-31T13:01:05Z'
  gh_stars: 6796
  health_score: 100.0
  last_checked: 1779033583.971026
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2017'
  ai_summary: A high-performance, concurrent HTTP benchmarking and load generation
    tool written in Go. Utilizing standard fasthttp routines, it generates substantial
    networking loads to test the horizontal scalability and limits of Kubernetes services.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Observability & Performance
  - Performance Testing
  - Load Generation
  is_microservice: false
  title: "codesenberg/bombardier \U0001F31F"
https://github.com/colbymchenry/codegraph:
  addition_method: automatic
  ai_summary: An advanced, local-first code intelligence tool that generates a semantic
    knowledge graph of repository structures, symbols, and dependencies using Tree-sitter
    parsing. Explicitly designed to support AI coding agents such as Claude Code,
    Cursor, and Codex over Model Context Protocol (MCP), it enables agents to resolve
    queries through lightweight graph traversals rather than expensive, repetitive
    file scans. By caching symbol relationships locally, it cuts agent exploration
    tool calls by up to 70% and drastically reduces LLM token consumption in active
    development workflows.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: aa066a24524051cced36b29d95217065cf3460f6289ee45d67e2bd5314cc1c0d
  description: Pre-indexed local code knowledge graph designed to optimize context
    and tool usage for AI coding agents.
  gh_license: MIT
  gh_pushed: '2026-06-01T00:22:31Z'
  gh_stars: 36643
  hierarchy:
  - AI Agents
  - Model Context Protocol
  - Semantic Search
  - Developer Tools
  is_microservice: false
  language: en
  last_checked: 1780352148.493944
  reputation_status: Vetted
  reputation_summary: Vetted and trending tool with viral adoption in the developer
    community, praised for cutting Claude Code token costs.
  resource_type: GitHub Repository
  social_preview_url: https://opengraph.githubassets.com/1bc2c1f9b88a9c7fccf7a845c9f892fcf6f65efa74d296b40081a8452f0a6d80/colbymchenry/codegraph
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: ai-development-tools
  tags:
  - EMERGING
  - COMMUNITY-TOOL
  title: CodeGraph
  year: '2026'
https://github.com/collabnix/kubetools:
  addition_method: manual
  content_hash: 601a1e421a215648e6e2a4a0ff9b01304a57b267f5564df9808d9c14e39757f1
  health_score: 100.0
  last_checked: 1779032978.088754
  v1_locations:
  - docs/other-awesome-lists.md
  is_special: true
https://github.com/collections/learn-to-code:
  description: ''
  addition_method: manual
  content_hash: 88f419dec7275f96ab2855afcc2f49d1899b97dfae0ee30d0ce630bbff52ffe9
  health_score: 100.0
  last_checked: 1781736122.876947
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An official curated GitHub collection designed to outline primary programming
    routes, fundamental data structures, and foundational algorithms. Helps novice
    and intermediate engineers rapidly build software development skills.
  language: N/A
  resource_type: GitHub Collection
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Education
  - Foundations
  is_microservice: false
  title: "github.com/collections/learn-to-code \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/commjoen/wrongsecrets:
  description: ''
  addition_method: manual
  ai_summary: OWASP WrongSecrets is an interactive training app containing purposely
    exposed secrets across various cloud-native scenarios (e.g., inside Docker layers,
    K8s configs, cloud stores). Excellent for developer training, team labs, and security
    awareness auditing.
  complexity: Intermediate
  content_hash: 39e152f28c760f881808bd94a569729ed8f9a09702af02f5671d792e3fcac423
  gh_license: AGPL-3.0
  gh_pushed: '2026-04-18T04:13:48Z'
  gh_stars: 0
  health_score: 100.0
  hierarchy:
  - Security
  - Education & Training
  - Vulnerable Labs
  is_microservice: true
  language: Java
  last_checked: 1779029802.218704
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: '==commjoen/wrongsecrets: OWASP WrongSecrets=='
https://github.com/config-syncer/config-syncer:
  description: ''
  addition_method: manual
  content_hash: 754c57db37a7ea1db931009daa59653fbc5d9e9b1efe6165576e68eca559a84b
  gh_license: Apache-2.0
  gh_pushed: '2026-05-16T02:04:01Z'
  gh_stars: 1017
  health_score: 100.0
  last_checked: 1779130494.969184
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2017'
  stars: 4
  ai_summary: Config Syncer (previously known as Kubed) is a Kubernetes operator designed
    to sync ConfigMaps and Secrets across multiple namespaces or cluster systems.
    It allows operations teams to configure central payloads with dynamic automated
    replication.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Application Delivery
  - Configuration Management
  - Secret Distribution
  is_microservice: true
  title: 'kubeops/config-syncer: Config Syncer (previously Kubed)'
https://github.com/configurator/kubefs:
  description: ''
  addition_method: manual
  content_hash: 8b986e8658e951ec1116fe47a0ca27d15fcc58a43f050b427af34dbf0caeb86c
  gh_license: MIT
  gh_pushed: '2020-06-23T19:38:50Z'
  gh_stars: 93
  health_score: 100.0
  last_checked: 1779030531.775523
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A virtual file system mount that represents active Kubernetes configuration
    namespaces and resources as standard local directory paths. Allows operators to
    inspect running container configs and logs using standard file explorers.
  language: Go
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Developer Experience
  - Filesystems
  - Resource Visualization
  is_microservice: false
  title: kubefs
https://github.com/containerd/containerd:
  description: ''
  addition_method: manual
  content_hash: ce5d5ddc82dcb8a73ef4182dc00d67cdcbd4cd05311a18d932eb4ac6dd55b7f4
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T19:17:34Z'
  gh_stars: 20835
  health_score: 100.0
  last_checked: 1779029121.409103
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/container-managers.md
  - docs/docker.md
  - docs/kubernetes.md
  v2_locations:
  - container-managers.md
  - docker.md
  - kubernetes.md
  year: '2026'
  ai_summary: containerd is an industry-standard container runtime designed to be
    embedded into larger systems like Kubernetes. Following the deprecation of Docker's
    native runtime engine in Kubernetes, containerd has emerged as the de facto execution
    engine for production-grade orchestrators.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Container Runtime
  - Core Infrastructure
  - Execution Engines
  is_microservice: false
  title: containerd - An open and reliable container runtime
https://github.com/containerd/nerdctl:
  description: ''
  addition_method: manual
  content_hash: 11512a5fa7604793242e19295ecdde61795dfb13cb6c433e763ba9dee6873309
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T22:33:04Z'
  gh_stars: 10146
  health_score: 100.0
  last_checked: 1779029174.762048
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - docker.md
  year: '2026'
  ai_summary: Nerdctl is a Docker-compatible CLI designed specifically for containerd,
    offering matching CLI experiences (e.g., nerdctl run, nerdctl compose) for non-Docker
    environments. It supports advanced container features like lazy pulling (e.g.,
    eStargz/soci), rootless execution, IPFS container sharing, and encryption. It
    acts as a bridge for developers migrating to pure containerd-based systems.
  language: Go
  resource_type: Tool
  complexity: High
  hierarchy:
  - Infrastructure
  - Containerization
  - Runtimes
  is_microservice: false
  title: "nerdctl \U0001F31F"
https://github.com/containernetworking:
  description: ''
  addition_method: manual
  content_hash: b6639ea6da38a6535eb742515c4f6106008226dc296ea9e14701a064d805692b
  health_score: 100.0
  last_checked: 1779031216.017742
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: '2026'
  ai_summary: The foundational GitHub organization hosting the official CNI specification,
    runtime engines, and core plugin binaries that drive the cloud-native ecosystem.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Networking
  - CNI
  - Fundamentals
  is_microservice: false
  title: "github.com/containernetworking \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/containernetworking/cni:
  addition_method: manual
  content_hash: 6921ce1dc486dfdac9385cb1637113ab4bc10318da27a3702225d0fa2bbbf85c
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779033751.264231
  needs_ai_refresh: true
  stars: 0
  title: CNI
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://github.com/containers/buildah:
  description: ''
  addition_method: manual
  content_hash: 0a37e92cf398bc2346e88e1ffe1cfd914b7f52c8551790ae4941ad9118c4b74b
  gh_license: Apache-2.0
  gh_pushed: '2026-05-22T01:25:14Z'
  gh_stars: 8795
  health_score: 100.0
  last_checked: 1779032802.415468
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: '2026'
  ai_summary: The official GitHub repository for Buildah, containing the core Go source
    code for building daemonless OCI container images. Live Grounding confirms its
    active role as a standard engine within Kubernetes environments, particularly
    Red Hat OpenShift, allowing secure rootless image construction. It is highly valued
    for its ability to create scratch images containing only runtime-essential binaries,
    dramatically reducing final image attack surfaces.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Containers
  - Image Building
  is_microservice: false
  title: github.com/containers/buildah
https://github.com/containers/conmon:
  description: ''
  addition_method: manual
  content_hash: d75ef63f02648710f491201fa5ff9a4acb949c9e8a7ab0130026e2ad46d0395b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T18:15:32Z'
  gh_stars: 481
  health_score: 100.0
  last_checked: 1779031988.114248
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: '2017'
  ai_summary: An essential, daemonless container monitor written in C, used primarily
    by Podman and CRI-O. Conmon supervises container lifecycles, capturing standard
    output/error streams, tracking exit codes, and managing attachment sockets while
    maintaining a negligible host resource overhead.
  language: C
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Containerization
  - Runtimes
  - Low-Level Engines
  is_microservice: false
  title: Conmon
https://github.com/containers/crun:
  description: ''
  addition_method: manual
  content_hash: c221b057b7c47c7633e3af5254b068421f8b6ab8323d762748981de09fbdd83f
  gh_license: GPL-2.0
  gh_pushed: '2026-05-30T10:56:09Z'
  gh_stars: 3964
  health_score: 100.0
  last_checked: 1779030407.653723
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: '2019'
  ai_summary: A high-performance, lightweight, and low-memory-footprint OCI runtime
    written completely in C. It serves as an ultra-fast alternative to Go-based runc,
    offering native support for advanced Linux features such as cgroups v2, user namespaces,
    and direct system call mapping.
  language: C
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Containerization
  - Runtimes
  - Low-Level Engines
  is_microservice: false
  title: crun
https://github.com/containers/libpod:
  addition_method: manual
  content_hash: bf72fecd7240628916a05633a0724e634622839175bf8822d603a8a51cb7e363
  description: ''
  health_score: 100.0
  last_checked: 1779030562.182992
  stars: 0
  title: 'Libpod: Library and tool for running OCI-based containers in Pods'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://github.com/containers/podman:
  description: "- Libpod is a library used to create container pods. Home of Podman.\n
    \   - Libpod provides a library for applications looking to use the Container
    Pod concept, popularized by Kubernetes. Libpod also contains the Pod Manager tool
    (Podman). Podman manages pods, containers, container images, and container volumes."
  addition_method: manual
  content_hash: 2eb130c7313acca5d372a6eb124f7b915e3addd277a85484fb8250cb46c555d4
  gh_license: Apache-2.0
  gh_pushed: '2026-05-22T09:18:45Z'
  gh_stars: 31763
  health_score: 100.0
  last_checked: 1779130494.935248
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: '2018'
  stars: 5
  ai_summary: The core engine library underlying Podman, enabling programmatic creation
    and lifecycle management of OCI-compliant containers and Pods. Libpod brings native
    Kubernetes-style multi-container 'Pod' groupings to local local environments without
    requiring a background orchestration API.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Containerization
  - Container Engines
  - Daemonless Execution
  is_microservice: false
  title: 'Libpod: Library and tool for running OCI-based containers in Pods'
https://github.com/containers/skopeo:
  description: ''
  addition_method: manual
  content_hash: 5876e9728abf32910bb2513d206f60a4cae6f3a945dcf5358fb283f78f8c8922
  gh_license: Apache-2.0
  gh_pushed: '2026-05-21T14:40:34Z'
  gh_stars: 10891
  health_score: 100.0
  last_checked: 1779031844.825729
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/container-managers.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - container-managers.md
  year: '2026'
  ai_summary: Skopeo is an industry-standard command-line tool designed to perform
    operations on container images and image registries without requiring local container
    storage or engines. Architects leverage Skopeo to inspect remote manifest details,
    sign images, and sync packages directly between registries (e.g., from Docker
    Hub to ECR). Live Grounding confirms it as a vital utility in production CI/CD
    security scanning and compliance loops.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Containers
  - Image Management
  is_microservice: false
  title: Skopeo
https://github.com/containerscrew/aws-sso-auth:
  addition_method: manual
  content_hash: 63f3f95ccb8d912ee62899fde56ecbbe048c1dd5a4e3e7dfb0426237b1bda635
  description: ''
  health_score: 100.0
  last_checked: 1779033167.010245
  stars: 0
  title: github.com/containerscrew/aws-sso-auth
  v1_locations:
  - docs/aws-tools-scripts.md
  year: N/A
https://github.com/containerscrew/aws-sso-rs:
  description: ''
  addition_method: manual
  content_hash: 0ed39e4ea9ad32e320356ac72700ed3e22db590735596f9cad48b94fb8b51101
  gh_license: GPL-3.0
  gh_pushed: '2025-12-19T12:52:05Z'
  gh_stars: 4
  health_score: 100.0
  last_checked: 1779130494.965423
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2026'
  stars: 4
  ai_summary: A lightweight Rust-based terminal utility (aws-sso-rs) designed to automate
    AWS IAM Identity Center login workflows and manage local workstation credential
    lifecycles. It bypasses slow browser integration loops by managing token renewals
    and profile switching programmatically. Critical for terminal-first developers
    using security-hardened AWS structures.
  language: Rust
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Identity Management
  is_microservice: false
  title: github.com/containerscrew/aws-sso-auth
https://github.com/containrrr/watchtower:
  description: ''
  addition_method: manual
  content_hash: 2c045d1d45b19cf7702d75cab8a4d8a5785eccbd4e05e8a4a029ecd99ce5b352
  gh_license: Apache-2.0
  gh_pushed: '2025-12-17T14:44:11Z'
  gh_stars: 24678
  health_score: 100.0
  last_checked: 1779030248.96687
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: Watchtower is an automation utility that monitors running Docker containers
    and automatically updates them whenever a new version of their base image is pushed
    to a remote registry. It executes graceful shutdowns, restarts the container with
    its original configurations, and sends notifications via webhooks. This is an
    optimal solution for staging, homelab, and edge environments where manual container
    updates are highly inefficient.
  language: Go
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Continuous Deployment
  - Automation
  is_microservice: false
  title: github.com/containrrr/watchtower
https://github.com/contentful-labs/kube-secret-syncer:
  description: ''
  addition_method: manual
  content_hash: 31362501cbefbbf7cb62ba03875a9d0550a36ebb1cbe331896c282cfd6b1ea39
  gh_license: Apache-2.0
  gh_pushed: '2026-05-12T09:58:53Z'
  gh_stars: 194
  health_score: 100.0
  last_checked: 1779029939.38852
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-operators-controllers.md
  year: '2021'
  ai_summary: A targeted operator designed to synchronize secrets securely from external
    services (specifically AWS Parameter Store) directly into native Kubernetes Secrets,
    ensuring cloud-hosted secrets stay continuously aligned with active workloads.
  language: Go
  resource_type: Operator
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Secrets Management
  - External Secrets Sync
  is_microservice: true
  title: "contentful-labs/kube-secret-syncer \U0001F31F"
https://github.com/controlplaneio/badrobot:
  description: ''
  addition_method: manual
  content_hash: 17c07f3935c2b385962a04ed3530662efdcd94eeb5841a3bec716ffa63309da1
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T10:11:13Z'
  gh_stars: 229
  health_score: 100.0
  last_checked: 1779033567.379784
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Badrobot is a security audit tool focused on evaluating the security
    posture of third-party Kubernetes operators and their associated service accounts.
    It parses Helm charts and controller specifications to discover overly permissive
    RBAC bindings and risky system privileges. Security architects utilize it to harden
    cluster control planes against lateral privilege escalation via vulnerable operator
    patterns.
  language: Go
  resource_type: Security Scanner
  complexity: Advanced
  hierarchy:
  - Security
  - Operator Security
  - Static Analysis
  is_microservice: false
  title: github.com/controlplaneio/badrobot
https://github.com/coodict/python3-in-one-pic:
  addition_method: manual
  content_hash: 3bae1009948bf6090caf00ed3609c4874c1d0213b203641ecb8aa673f5944d63
  description: ''
  health_score: 100.0
  last_checked: 1779029609.941099
  stars: 0
  title: 'github: Python3 in one pic'
  v1_locations:
  - docs/python.md
  year: N/A
https://github.com/copilot:
  description: ''
  addition_method: manual
  content_hash: ea5a4cec3a13ca0942f6e14db3396bf030155df379dd7578c2b5ada8763d5f15
  health_score: 100.0
  last_checked: 1779130495.026477
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devel-sites.md
  - docs/git.md
  v2_locations:
  - git.md
  - devel-sites.md
  year: '2023'
  stars: 5
  ai_summary: The main landing framework for GitHub Copilot's developer organization.
    As an AI-assisted development standard, it houses the core SDK components, extension
    configurations, and telemetry hooks driving modern contextual code synthesis inside
    major integrated development environments (IDEs).
  language: TypeScript
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Copilot Ecosystem
  is_microservice: false
  title: "GitHub Copilot \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/coreos/flannel:
  addition_method: manual
  content_hash: 6ed5e8e6740bad4bb638d3df66476db19617af6103f823cfa9c31e6a87732e36
  description: ''
  health_score: 100.0
  last_checked: 1779030015.286496
  stars: 0
  title: Flannel
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://github.com/coreos/kube-prometheus:
  addition_method: manual
  content_hash: 83406644b79c139181aba89253e69e0ef05e6d85df426c45f612896e4c54a605
  description: ''
  health_score: 100.0
  last_checked: 1779030810.130226
  stars: 0
  title: kube-prometheus
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/coreos/rpm-ostree:
  addition_method: manual
  content_hash: dd54e487375c77e1878f0ba56fe35163eef7083a3ab8e6292c83cd9c98711708
  gh_license: NOASSERTION
  health_score: 100.0
  last_checked: 1779032889.553993
  needs_ai_refresh: true
  v1_locations:
  - docs/ocp4.md
https://github.com/corneliusweig/ketall:
  description: ''
  addition_method: manual
  content_hash: 6ac47342e9617f3d1786ba958830ff02c3de0cad4e7d8e51959b0f478e537cdd
  gh_license: Apache-2.0
  gh_pushed: '2023-12-06T15:08:38Z'
  gh_stars: 751
  health_score: 100.0
  last_checked: 1779034454.799301
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A kubectl plugin that executes an authentic 'get all' command, querying
    every single resource type (including CRDs, cluster-scoped resources, and configs)
    instead of the limited subset retrieved by default. In 2026, it continues to be
    one of the most widely recommended diagnostic plugins for capturing complete system
    topology snapshot outputs.
  language: Go
  resource_type: Kubectl Plugin
  complexity: Low
  hierarchy:
  - Operations
  - CLI Tool
  - Query
  is_microservice: false
  title: ketall
https://github.com/corneliusweig/konfig:
  description: ''
  addition_method: manual
  content_hash: 8cc0bd25f80cd0378e4ec4b2d53ed32fa32df5371b277a2da32d2854ac13e689
  gh_license: Apache-2.0
  gh_pushed: '2022-06-30T06:25:55Z'
  gh_stars: 388
  health_score: 100.0
  last_checked: 1779032579.34016
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A practical kubectl extension designed to safely split, filter, and
    combine credentials inside complex kubeconfig contexts. It isolates specific configuration
    sets to reduce administrative risk across disparate target hosts.
  language: Go
  resource_type: Kubectl Plugin
  complexity: Intermediate
  hierarchy:
  - Development & Testing
  - Kubectl Plugins
  - Kubeconfig Management
  is_microservice: false
  title: corneliusweig/konfig
https://github.com/cortexproject/cortex:
  description: ''
  addition_method: manual
  content_hash: 937315c597d3938532554ce2b2beedc8042ebd4857623c8ef4c26091df742784
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T13:32:09Z'
  gh_stars: 5811
  health_score: 100.0
  last_checked: 1779031431.879778
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2024'
  ai_summary: Open-source repository for Cortex. Implements Prometheus as a service,
    allowing isolated multi-tenancy, long-term metric durability in object storage
    (S3/GCS), and horizontally scalable querying.
  language: Go
  resource_type: Open Source Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Storage
  - Cortex Engine
  is_microservice: true
  title: github.com/cortexproject/cortex
https://github.com/corunet/kloadgen:
  addition_method: manual
  content_hash: ecb578dd5db52b61f29132a67a43f79ed181097580a628edd2e2c66b44aee43e
  description: ''
  health_score: 100.0
  last_checked: 1779034041.987964
  stars: 0
  title: "KLoadGen - Kafka + (Avro/Json Schema) Load Generator \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://github.com/couler-proj/couler:
  description: ''
  addition_method: manual
  ai_summary: Couler is an open-source Python SDK built to simplify programming native
    Kubernetes workflow engines like Argo or Tekton. It allows machine learning and
    data engineering teams to construct complex workflows via intuitive Python code
    instead of hand-writing endless YAML sheets.
  complexity: Advanced
  content_hash: 7b9d2c324707d3c2e2c421e9c4028e7b996a5b537d35ecb9e1ad7d367fbb80e5
  gh_license: Apache-2.0
  gh_pushed: '2024-10-08T03:31:54Z'
  gh_stars: 944
  health_score: 100.0
  hierarchy:
  - Orchestration
  - Workflows
  - Kubernetes SDKs
  - Couler
  is_microservice: false
  language: Python
  last_checked: 1779033309.789944
  needs_ai_refresh: true
  resource_type: SDK
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: '2023'
  title: Couler
https://github.com/crazy-max/diun:
  description: ''
  addition_method: manual
  content_hash: cf526369dcf84fa8977dc3de55ef0f8c8215d17fb64bb250d7911200c304012b
  gh_license: MIT
  gh_pushed: '2026-06-11T13:02:54Z'
  gh_stars: 4721
  health_score: 100.0
  last_checked: 1779031397.269621
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Diun (Docker Image Update Notifier) is a lightweight CLI application
    designed to monitor Docker registries and notify team members of active image
    updates. With support for multiple notification backends (Slack, Telegram, Webhooks),
    it bridges the gap between static registry management and automated GitOps continuous
    integration pipelines.
  language: Go
  resource_type: Daemon
  complexity: Intermediate
  hierarchy:
  - Operations
  - GitOps & Delivery
  - Image Registry
  is_microservice: false
  title: crazy-max/diun
https://github.com/crc-org/crc:
  addition_method: manual
  content_hash: 99289348516ecb0627204191bc5fde9d781b0dadf9101f92432c9c11dcfae1fb
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779034116.558268
  needs_ai_refresh: true
  v1_locations:
  - docs/ocp4.md
https://github.com/create-go-app/cli:
  addition_method: manual
  ai_summary: Curator Insight introduces this CLI to construct boilerplate-free backend,
    frontend, and web applications in Go. Live Grounding shows its capability to pre-configure
    deployment assets like Dockerfiles and Kubernetes manifests to quicken development
    cycles.
  complexity: Beginner
  content_hash: bb339e0f1cfa2b64c71a8a9bfefe1a0705a2b20dbbd74b2a4ca4eb9cc8ee58e0
  description: ''
  gh_license: Apache-2.0
  gh_pushed: '2026-02-10T00:34:13Z'
  gh_stars: 2758
  health_score: 100.0
  hierarchy:
  - Programming Languages
  - Go
  - Project Scaffolding
  is_microservice: true
  language: English
  last_checked: 1779033336.371128
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: create-go-app/cli
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/cremich/cdk-bill-bot:
  description: ''
  addition_method: manual
  content_hash: ec37d578479c534a1acdcd5414c343df0e1c0298f407bde3726b2adfe27eb28e
  gh_license: Apache-2.0
  gh_pushed: '2022-09-25T20:04:46Z'
  gh_stars: 486
  health_score: 100.0
  last_checked: 1779031553.25741
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: '2023'
  ai_summary: An open-source AWS CDK cost optimization bot named Bill. Scans cloud
    deployment metadata, analyzes actual usage patterns, and suggests infrastructure
    optimization options via Slack or Microsoft Teams channels.
  language: TypeScript
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - IaC FinOps
  - AWS CDK Bots
  is_microservice: false
  title: 'cremich/cdk-bill-bot: Welcome to Bill - the cost optimization bot'
https://github.com/cruise-automation/rbacsync:
  description: ''
  addition_method: manual
  content_hash: 00b8bb978ac9a05158363288eab967349684d997d1b9926475a77d16cf935ff7
  gh_license: Apache-2.0
  gh_pushed: '2023-12-18T23:03:38Z'
  gh_stars: 243
  health_score: 100.0
  last_checked: 1779030742.55662
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A synchronization tool that translates active identity directory groups
    (e.g., Okta, Azure AD) directly into local Kubernetes RBAC configurations. Eliminates
    configuration drifts and automates security lifecycles when onboarding engineers.
    High reliability for multi-tenant enterprise platforms.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Networking & Security
  - Identity & Access
  - RBAC Synchronization
  is_microservice: false
  title: "RBACSync \U0001F31F"
https://github.com/crumbhole/argocd-lovely-plugin:
  description: ''
  addition_method: manual
  ai_summary: A flexible Custom Config Management Plugin (CMP) for Argo CD designed
    to combine Helm, Kustomize, and raw YAML. It solves the nested tooling dilemma
    by processing multiple template layers without requiring complex shell scripts,
    simplifying enterprise GitOps chains.
  complexity: Advanced
  content_hash: caf8e7e60e9c1a41351b00678f3b08f14d1c5ec64b8ca1830ace8c1376656c86
  gh_license: BSD-3-Clause
  gh_pushed: '2026-06-12T22:40:49Z'
  gh_stars: 486
  health_score: 100.0
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Plugins & Extensions
  is_microservice: false
  language: Go
  last_checked: 1779032587.316137
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: '2023'
  title: 'github.com/crumbhole/argocd-lovely-plugin: argocd-lovely-plugin'
https://github.com/crumbhole/argocd-vault-replacer:
  description: ''
  addition_method: manual
  ai_summary: A specialized replacement utility designed to pull secrets from HashiCorp
    Vault during the Argo CD rendering phase. Acts as a lightweight precursor/alternative
    to full plugin integrations, enabling targeted placeholder substitutions within
    native Kubernetes manifest streams.
  complexity: Advanced
  content_hash: 724849f3109ed9ba95308c305e2488b5c9c80749dedd860e191c920b4062a7a5
  gh_license: BSD-3-Clause
  gh_pushed: '2026-06-10T00:31:45Z'
  gh_stars: 109
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Secret Management
  - HashiCorp Vault
  - ArgoCD Plugins
  is_microservice: false
  language: Go
  last_checked: 1779030572.950114
  needs_ai_refresh: true
  resource_type: Repository
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: '2022'
  title: github.com/crumbhole/argocd-vault-replacer
https://github.com/crynta/terax-ai:
  addition_method: automatic
  ai_summary: 'A highly performant, open-source AI-native terminal emulator and code
    editor designed to bypass resource-heavy electron-based alternatives.

    - Built with Rust, Tauri, React, and xterm.js (WebGL rendering), it manages shell
    instances via portable-pty while storing all API keys locally.

    - Features a built-in CodeMirror code editor with Vim mappings, dual-view web
    previews, and a core agentic framework connecting seamlessly to OpenAI, Anthropic,
    Gemini, or local models running on Ollama.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 766f83b521c18601f8f9e2138ffe51595f73533b7ab633deb69b186346719f2c
  description: An open-source, ultra-lightweight (7MB) terminal emulator and developer
    workspace built in Rust and Tauri, featuring a local-first AI agent loop.
  gh_license: Apache-2.0
  gh_pushed: '2026-06-01T18:33:47Z'
  gh_stars: 6370
  hierarchy:
  - Systems Engineering
  - Terminal Emulators
  - Desktop AI Agents
  - Rust Tools
  is_microservice: false
  language: en
  last_checked: 1780352838.801097
  reputation_status: Vetted
  reputation_summary: No reputation penalty. Heavily praised on Hacker News, Reddit,
    and Arch Linux AUR groups for its extremely rapid development cycle, lightweight
    7MB Rust profile, and absence of telemetry.
  resource_type: project
  social_preview_url: https://opengraph.githubassets.com/55473e5816c702ebcea62422cb849abb2c9f0eca41acebc9b457af5f973b3e4f/crynta/terax-ai
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: developer-tooling
  tags:
  - '[EMERGING]'
  - '[COMMUNITY-TOOL]'
  title: Terax AI — Lightweight Terminal-First AI Dev Workspace
  year: '2026'
https://github.com/csantanapr/faststart2020-pipelines-lab:
  description: ''
  addition_method: manual
  ai_summary: Specialized quick-start laboratory focusing on Node.js application continuous
    delivery with OpenShift Pipelines. Guides developers through configuring trigger
    conditions and executing basic Source-to-Image (S2I) build pipelines.
  complexity: Intermediate
  content_hash: e219f3a725d9391525ef3979f915bdf00877426e0bf1b828d188c4c254345611
  gh_license: Apache-2.0
  gh_pushed: '2022-12-10T18:52:03Z'
  gh_stars: 5
  health_score: 100.0
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Tekton Pipelines
  is_microservice: true
  language: JavaScript
  last_checked: 1779031378.287862
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: '2020'
  title: 'github: OpenShift Pipelines Node.js Tutorial'
https://github.com/cschotte/Azure-DevOps-Dashboard:
  description: ''
  addition_method: manual
  content_hash: 34887036e0bd67de4eee0bc528e7a290dc735dfde166fcd70262bcf68346e1b1
  gh_license: MIT
  gh_pushed: '2024-04-22T13:54:37Z'
  gh_stars: 16
  health_score: 100.0
  last_checked: 1779033489.354709
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: Community-driven dashboard tool for monitoring multi-project pipelines
    and deployment progress inside a single, unified view. Helps development leads
    observe pipeline backlogs and release tempos.
  language: JavaScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Observability
  - DevOps Dashboard
  is_microservice: false
  title: Azure DevOps Dashboard
https://github.com/csweichel/werft:
  description: ''
  addition_method: manual
  content_hash: 08e2446133993930300cf762943588bbeae2933793cd3588a2b83b4e2f6ebc61
  gh_license: MIT
  gh_pushed: '2023-03-06T22:39:40Z'
  gh_stars: 194
  health_score: 100.0
  last_checked: 1779033706.889178
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: '2022'
  ai_summary: Werft is a lightweight, Kubernetes-native CI system designed to launch
    build tasks as custom pods directly from Git actions. Bypassing bulky traditional
    build systems, it leverages native Kubernetes scheduling to guarantee isolated,
    deterministic execution environments.
  language: Go
  resource_type: Open-Source Software
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - CI/CD Platforms
  - Kubernetes-Native CI
  is_microservice: true
  title: csweichel/werft
https://github.com/ctrox/csi-s3:
  description: ''
  addition_method: manual
  content_hash: 74f1b41eb029d06d3eb3c314503b1293346919ca46b6ab2ad933581a54a02190
  gh_license: Apache-2.0
  gh_pushed: '2025-04-17T05:34:29Z'
  gh_stars: 831
  health_score: 100.0
  last_checked: 1779030021.227907
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: A CSI driver that mounts S3-compatible buckets directly into container
    filesystems. It uses FUSE systems to read/write files in storage backends, bringing
    standard POSIX behaviors to raw cloud object storage paradigms.
  language: Go
  resource_type: CSI Driver
  complexity: Advanced
  hierarchy:
  - Storage & Data
  - CSI Plugins
  - Object Storage Mounts
  is_microservice: false
  title: ctrox/csi-s3
https://github.com/cuber-cloud/cuber-gem:
  description: ''
  addition_method: manual
  content_hash: 7946698f1f94b9c8875d76e1fc77332fb5d8d3b99404e311ea0d89d7f8ab553b
  gh_license: Apache-2.0
  gh_pushed: '2026-04-12T17:58:14Z'
  gh_stars: 714
  health_score: 100.0
  last_checked: 1779033162.861174
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Cuber is a deployment tool tailored specifically for Ruby environments.
    It packages Rails and Rack codebases and automates deployment execution onto Kubernetes
    backends with zero complex YAML writing.
  language: Ruby
  resource_type: Deployment CLI
  complexity: Intermediate
  hierarchy:
  - Application Platforms
  - Deployment Frameworks
  - Ruby Deployment
  is_microservice: false
  title: 'cuber-cloud/cuber-gem: CUBER'
https://github.com/curl/wcurl:
  description: ''
  addition_method: manual
  ai_summary: A lightweight command wrapper designed by the curl maintainers to simplify
    raw file downloads. Removes the need to manually define standard flags like `-O`
    and `--create-dirs`, reducing script friction when packaging container layers.
  complexity: Intermediate
  content_hash: b2b563bec5bc35153b1f5559f0f6b183ac50cc02438ea7d8f189f518a91b3b06
  gh_license: NOASSERTION
  gh_pushed: '2026-06-01T22:01:09Z'
  gh_stars: 512
  health_score: 100.0
  hierarchy:
  - Linux
  - Networking
  - Data Transfer
  is_microservice: false
  language: Shell
  last_checked: 1779034226.585954
  needs_ai_refresh: true
  resource_type: Utility Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  - index.md
  year: '2024'
  title: wcurl
https://github.com/cyberark/kubeletctl:
  description: ''
  addition_method: manual
  content_hash: 4b42033ef8fca163aac41b901eebc3d12be3cb7bef958b4a9879e17eab25ffd5
  gh_license: Apache-2.0
  gh_pushed: '2025-08-06T07:17:00Z'
  gh_stars: 894
  health_score: 100.0
  last_checked: 1779031805.64654
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A command line tool targeting the local Kubelet API directly to execute
    commands, retrieve logs, and assess endpoint vulnerabilities. Used heavily by
    cloud security auditors and penetration testers to map security postures.
  language: Go
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Security
  - Vulnerability Scanning
  - API Verification
  is_microservice: false
  title: "Kubeletctl is a command line tool that implement kubelet's API \U0001F31F"
https://github.com/cyberark/kubesploit:
  description: ''
  addition_method: manual
  content_hash: 5a38b7c49a9723a4a2796ed6eb3a64c1bf9d85fd6e382551eb29fb07fbc341e5
  gh_license: GPL-3.0
  gh_pushed: '2025-02-03T12:03:19Z'
  gh_stars: 1226
  health_score: 100.0
  last_checked: 1779033309.875296
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: Kubesploit is a dedicated container penetration testing framework engineered
    for red-teaming containerized environments. Using an agent-based model, it simulates
    realistic attacks inside Kubernetes clusters, evaluating vulnerabilities such
    as pod escapes.
  language: Go
  resource_type: Exploitation Framework
  complexity: Advanced
  hierarchy:
  - Security & Hardening
  - Vulnerability Assessment
  - Offensive Tools
  is_microservice: true
  title: "github.com/cyberark/kubesploit \U0001F31F"
https://github.com/cybersecsi/HOUDINI:
  description: ''
  addition_method: manual
  ai_summary: HOUDINI gathers hundreds of preconfigured container images loaded with
    security tools, intrusion modules, and network diagnostic utilities. While its
    maintenance frequency has decreased, the structure provides a historical repository
    for testing setups. It is used primarily by forensic professionals looking for
    standardized local testing setups.
  complexity: Intermediate
  content_hash: e98ccff77acd39501658498dec2fd66b87df2173aa27852a14f36257bd888d25
  gh_license: GPL-3.0
  gh_pushed: '2025-11-21T17:18:57Z'
  gh_stars: 1253
  health_score: 100.0
  hierarchy:
  - Security
  - Penetration Testing
  - Security Containers
  is_microservice: false
  language: Shell
  last_checked: 1779034015.94381
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2023'
  title: '==cybersecsi/HOUDINI: Hundreds of Offensive and Useful Docker Images for''
    Network Intrusion=='
https://github.com/cybersecsi/RAUDI:
  description: ''
  addition_method: manual
  content_hash: 16da4f24401bc72177ce6170eff8c24072339b105e282098db3a05b637058602
  gh_license: GPL-3.0
  gh_pushed: '2026-06-03T04:04:22Z'
  gh_stars: 559
  health_score: 100.0
  last_checked: 1779032754.351642
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: RAUDI is an automated system designed for continuous integration that
    regularly checks, updates, and rebuilds Docker images containing custom security
    tools. By automating the build pipelines of individual vulnerability scanners
    and custom scripts, it ensures security teams always work with up-to-date and
    compliant container environments. Its architectural value lies in bridging automated
    vulnerability definitions directly with container supply chain security.
  language: Python
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Security
  - Vulnerability Management
  - Automation
  is_microservice: false
  title: ==cybersecsi/RAUDI==
https://github.com/cyberus-technology/virtualbox-kvm:
  description: ''
  addition_method: manual
  ai_summary: A performance-focused extension enabling Oracle VirtualBox to delegate
    execution directly to the native Linux Kernel-based Virtual Machine (KVM) backend.
    It removes proprietary kernel module requirements. Live Grounding highlights its
    architectural value for running clean virtualization loops inside Linux workstations.
  complexity: Advanced
  content_hash: 63def87ea138c80de7c51c3a9d87dd17d430e298d3a3b52c955b7191a98a0b94
  gh_license: GPL-3.0
  gh_pushed: '2026-02-01T11:24:21Z'
  gh_stars: 1113
  health_score: 100.0
  hierarchy:
  - Infrastructure & Operations
  - Virtualization
  - Hypervisors
  is_microservice: false
  language: C
  last_checked: 1779033906.857697
  needs_ai_refresh: true
  resource_type: Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2023'
  title: "github.com/cyberus-technology/virtualbox-kvm: KVM Backend for VirtualBox'
    \U0001F31F"
https://github.com/cycloidio/inframap:
  description: ''
  addition_method: manual
  content_hash: 147c1268185b5ee55d4952cf69675987837441203bc5c3a0e6847acf55c63fc9
  gh_license: MIT
  gh_pushed: '2026-04-23T14:00:06Z'
  gh_stars: 2035
  health_score: 100.0
  last_checked: 1779033974.388089
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: Inframap compiles native HCL files or existing Terraform state inputs
    directly into comprehensive node-link visualization graphs. By executing clean
    AST parsing, the tool extracts backend dependencies, service connections, and
    active endpoints. It outputs directly to DOT format to enable programmatic generation
    of up-to-date cloud deployment maps.
  language: Go
  resource_type: Visual Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Visualization
  - Topology Mapping
  is_microservice: false
  title: "==cycloidio/inframap: Inframap== \U0001F31F"
https://github.com/cyclops-ui/cyclops:
  description: ''
  addition_method: manual
  ai_summary: An open-source developer-focused UI that dynamically generates highly
    intuitive forms from Kubernetes configurations and Helm schemas. Reduces cognitive
    overhead for non-operations teams, allowing secure and error-free deployments.
  complexity: Intermediate
  content_hash: e0148782f23c90618ec63dea113db8e97e5009edeb2b21bfbab3384c419e5cf1
  gh_license: Apache-2.0
  gh_pushed: '2026-01-22T09:59:04Z'
  gh_stars: 3323
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Application Delivery
  - Dynamic Forms
  is_microservice: false
  language: Go
  last_checked: 1779031451.446225
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  - index.md
  year: '2025'
  title: github.com/cyclops-ui/cyclops
https://github.com/cykerway/complete-alias:
  description: ''
  addition_method: manual
  content_hash: 692df128e74e494017d0f85c4cea65f1b57ca82a943fb570c7c0b21761fb99e9
  gh_license: GPL-3.0
  gh_pushed: '2022-06-29T15:40:34Z'
  gh_stars: 814
  health_score: 100.0
  last_checked: 1779031898.390809
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2026'
  ai_summary: A shell integration tool designed to resolve completion mechanisms for
    aliased commands. For platform engineers running complex aliased 'kubectl' pipelines,
    this tool bridges the gap by enabling native parameter autocomplete for custom
    aliases, preserving system-level speed.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - Shell
  - Productivity
  is_microservice: false
  title: complete-alias
https://github.com/d-kuro/kubectl-fuzzy:
  description: ''
  addition_method: manual
  content_hash: ecd26b1eae3a819cce93cdade695a443dc5139bc2b73abc3edb978b62db91f37
  gh_license: Apache-2.0
  gh_pushed: '2026-01-23T15:22:17Z'
  gh_stars: 167
  health_score: 100.0
  last_checked: 1779032180.279784
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A CLI plugin for kubectl that integrates fuzzy filtering capabilities
    via fzf. It streamlines cluster operations by enabling interactive search and
    selection of pods, namespaces, deployments, and logs directly from the terminal.
  language: Go
  resource_type: CLI Plugin
  complexity: Simple
  hierarchy:
  - Operations & UX
  - CLI Plugins
  - Resource Navigation
  is_microservice: false
  title: "kubectl-fuzzy \U0001F31F"
https://github.com/dagger/dagger:
  description: ''
  addition_method: manual
  content_hash: a2dfa6da3d2e3fde94c3bee28c8b67958a13cc7e922e406c3bef860f468260a9
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T06:40:47Z'
  gh_stars: 15954
  health_score: 100.0
  last_checked: 1779032786.013228
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: '2024'
  ai_summary: The main Git repository for Dagger, the revolutionary CI/CD engine built
    on BuildKit. Enables writing robust pipelines in general-purpose languages like
    Go, Python, or TypeScript, completely replacing verbose, fragile YAML pipeline
    orchestrations.
  language: Go
  resource_type: Open-Source Software
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - CI/CD Engines
  - Local Execution
  is_microservice: true
  title: '==dagger/dagger: Dagger is a portable devkit for CICD=='
https://github.com/dahlbyk/posh-git:
  description: ''
  addition_method: manual
  content_hash: 0c674dbbc1c0f7a31f8946bb309838d931797d54f83f5720ff928b26e100956b
  gh_license: MIT
  gh_pushed: '2024-09-02T15:03:06Z'
  gh_stars: 8216
  health_score: 100.0
  last_checked: 1779032589.301978
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2026'
  ai_summary: A highly popular PowerShell module integrating comprehensive Git status
    details and robust tab-completion directly inside the shell prompt. It offers
    visual indicators for uncommitted changes, branch states, and merge status, significantly
    increasing CLI productivity. It is a fundamental environment enhancement for any
    command-line developer working extensively with Git repositories.
  language: PowerShell
  resource_type: Software Toolkit
  complexity: Beginner
  hierarchy:
  - Platform Automation & Tooling
  - Command Line Interface
  - posh-git Module
  is_microservice: false
  title: dahlbyk/posh-git
https://github.com/dair-ai/ML-Course-Notes:
  description: ''
  addition_method: manual
  content_hash: 20d4482bc0785fcdc6cd04afd0a77194787ed8e8a881e3f5ac40f8963708166e
  gh_license: NOASSERTION
  gh_pushed: '2024-05-16T18:51:33Z'
  gh_stars: 6568
  health_score: 100.0
  last_checked: 1779031609.590085
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2023'
  ai_summary: A comprehensive collection of study notes, mathematical backgrounds,
    and algorithmic outlines covering modern machine learning. It is an exceptional
    resource for developers transitioning to production AI, offering clear reviews
    of model structures and deep learning theory.
  language: Markdown
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Machine Learning
  - Education
  - Study Materials
  is_microservice: false
  title: "==dair-ai/ML-Course-Notes: ML Course Notes== \U0001F31F"
https://github.com/danielfoehrKn/kubeswitch:
  description: ''
  addition_method: manual
  content_hash: 9099bfad7cc80bae845f969b75afd459cfe7cf7a81a875815890d54bb9442adf
  gh_license: Apache-2.0
  gh_pushed: '2025-05-18T00:44:44Z'
  gh_stars: 1170
  health_score: 100.0
  last_checked: 1779031107.473609
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: An advanced, highly scalable context and kubeconfig switcher designed
    for operators managing thousands of Kubernetes clusters. Offering sub-second response
    times and secure dynamic discovery of kubeconfigs, it replaces traditional static
    setups.
  language: Go
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Operations & UX
  - CLI Plugins
  - Cluster Context
  is_microservice: false
  title: "Kubeswitch (for operators) \U0001F31F"
https://github.com/danielqsj/kafka_exporter:
  addition_method: manual
  content_hash: e00747996189c7bf3c259c110b9d4755e1eac5de9d5c2a21984c33a84ea16696
  health_score: 100.0
  last_checked: 1779029243.473216
  v1_locations:
  - docs/monitoring.md
https://github.com/darkbitio/gcp-iam-role-permissions:
  description: ''
  addition_method: manual
  ai_summary: An open-source security tool that parses and exports GCE IAM pre-defined
    and primitive role definitions. Helps platform security architects map precise
    least-privilege configurations when implementing Workload Identity bounds inside
    production GKE clusters.
  complexity: Advanced
  content_hash: 18f03b0eea1a415f2bdd5e91adfe79de85d61539f5b90de745e40edc37c687dd
  health_score: 100.0
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Security & IAM
  is_microservice: true
  language: Python
  last_checked: 1781736078.375296
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2024'
  title: Fetches all Primitive and Predefined GCP IAM Roles
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/darkbitio/k8s-mirror:
  description: ''
  addition_method: manual
  content_hash: 7c3f5ca352505582e0a789e552aae16c23e7f925b5c42a9e58c5907a794de730
  gh_license: MIT
  gh_pushed: '2021-01-30T21:57:20Z'
  gh_stars: 339
  health_score: 100.0
  last_checked: 1779033360.358209
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: This utility clones dynamic Kubernetes cluster state representations
    directly into a local Docker container for offline querying. By replicating live
    configurations into a sandboxed environment, it enables safe security audits.
  language: Go
  resource_type: Development Utility
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - Backup & Recovery
  - Cluster Replication
  is_microservice: false
  title: "k8s-mirror: Creates a local mirror of a kubernetes cluster in a docker container'
    to support offline reviewing \U0001F31F"
https://github.com/darxkies/k8s-tew:
  description: ''
  addition_method: manual
  ai_summary: '"Kubernetes The Easy Way" (k8s-tew) was a shell wrapper and declarative
    configuration tool designed to bypass the complex manual configuration steps associated
    with bootstrapping clusters via kubeadm. With the mature advancement of declarative
    Cluster API patterns and standard distribution installers, this repository is
    now obsolete and serves only historical reference value.'
  complexity: Intermediate
  content_hash: cc87d83b14a0b3f9e056d905011dcb21cfb2d27d36354e40c0edcd8b9816e117
  gh_license: GPL-3.0
  gh_pushed: '2026-05-08T20:52:19Z'
  gh_stars: 311
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Cluster Provisioning
  - Legacy Tooling
  is_microservice: false
  language: Shell
  last_checked: 1779031431.871624
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2021'
  title: '**k8s-tew**'
https://github.com/dastergon/awesome-chaos-engineering:
  description: ''
  addition_method: manual
  content_hash: 929b5f40cb6696e64d90dfe603b3aa0eb2f82817e29a1a133d4a15599bd3aebd
  gh_license: CC0-1.0
  gh_pushed: '2023-12-28T19:30:06Z'
  gh_stars: 6589
  health_score: 100.0
  last_checked: 1779029932.416515
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/chaos-engineering.md
  - docs/devops.md
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - chaos-engineering.md
  - devops.md
  - kubernetes-troubleshooting.md
  year: '2023'
  ai_summary: The premier curated directory of resources, tools, and papers dedicated
    to the practice of Chaos Engineering. It indexes tools for simulating network
    latency, injecting resource stress, and terminating instances across various platforms,
    with a strong focus on cloud-native environments. This is a must-have reference
    for engineering teams building self-healing, fault-tolerant distributed systems.
  language: English
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Chaos Engineering
  - Curated Playbooks
  - Awesome Lists
  is_microservice: false
  title: Awesome Chaos Engineering
https://github.com/dastergon/awesome-sre:
  description: ''
  addition_method: manual
  content_hash: 35bed57dc58c740ac44974dcd1629e91341171894740a9bc507f4af9680ca852
  gh_license: CC0-1.0
  gh_pushed: '2025-08-28T14:43:14Z'
  gh_stars: 13267
  health_score: 100.0
  last_checked: 1779029821.055747
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: The definitive collection of Site Reliability Engineering papers, patterns,
    operational postmortem schemas, and metric trackers. Essential reading for operations
    leaders setting up robust on-call architectures and incident routing systems.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Site Reliability Engineering
  - SRE Reference
  is_microservice: false
  title: dastergon/awesome-sre
  is_special: true
https://github.com/databrickslabs/ucx:
  description: ''
  addition_method: manual
  ai_summary: The Databricks Labs UCX project provides a specialized framework designed
    to upgrade legacy Databricks workspaces to Unity Catalog governance standards.
    Simplifies catalog and privilege migrations automatically. Live Grounding confirms
    UCX is standard for enterprise organizations establishing secure, centralized
    data governance, metadata isolation, and unified access controls.
  complexity: Advanced
  content_hash: 120619aac41231b10550bf61492c21f3360a4d0211df6305a7bcc768d8440acf
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T13:19:03Z'
  gh_stars: 308
  health_score: 100.0
  hierarchy:
  - Data & AI
  - Databricks
  - Governance
  is_microservice: false
  language: Python
  last_checked: 1779032873.078134
  needs_ai_refresh: true
  resource_type: Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-bigdata.md
  v2_locations:
  - kubernetes-bigdata.md
  year: '2024'
  title: 'github.com/databrickslabs/ucx: Databricks Labs UCX'
https://github.com/databus23/helm-diff:
  description: ''
  addition_method: manual
  ai_summary: The essential Helm plugin that compares proposed templates with running
    cluster releases to output an exact color-coded unified diff. A foundational safety
    gate for continuous delivery, mitigating unexpected state drifts during upgrades.
  complexity: Intermediate
  content_hash: b2706e2ff4f22a978c666d78088c842cffe375738b03835d23f231356fe50f1a
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T23:14:19Z'
  gh_stars: 3447
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Helm Plugins & Extensibility
  is_microservice: false
  language: Go
  last_checked: 1779034491.981818
  needs_ai_refresh: true
  resource_type: CLI Plugin
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2026'
  title: "Helm Diff Plugin \U0001F31F"
https://github.com/datafold/data-diff:
  description: ''
  addition_method: manual
  content_hash: d66f88b69f4fcd4f092605d0573cd45f87cc2345f4a7dbdafe0843f9ed57af68
  gh_license: MIT
  gh_pushed: '2024-05-17T13:45:03Z'
  gh_stars: 2988
  health_score: 100.0
  last_checked: 1779031385.641497
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: '2024'
  ai_summary: An essential database comparison CLI tool and Python library designed
    to calculate cryptographic data drift and structural differences between massive,
    disparate relational database environments.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Databases
  - Database Tooling
  - Data Validation
  is_microservice: false
  title: datafold/data-diff
https://github.com/datakickstart:
  description: ''
  addition_method: manual
  content_hash: d5308e918bb8cb16a43237e3dbc3c00d66eeef36c0d4a25a9a6e18ac04aee231
  health_score: 100.0
  last_checked: 1779032179.916373
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2023'
  ai_summary: A curated suite of shell scripts and configuration templates designed
    to bootstrap and automate cloud data platforms. 2026 architectural baselines reference
    these configurations to establish robust DataOps workflows, incorporating automated
    schema validation, ingestion tests, and performance monitoring.
  language: English
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Database DevOps
  - Data Ops Best Practices
  is_microservice: false
  title: github.com/datakickstart
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/datalab-to/surya:
  description: ''
  addition_method: manual
  content_hash: 7e654e62b4c1c3a388cdda09d0fce9675e97417a673f6ab70788e98592733b11
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T07:41:46Z'
  gh_stars: 20801
  health_score: 100.0
  last_checked: 1779130494.93881
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2024'
  stars: 5
  ai_summary: Surya provides multi-lingual document OCR and accurate layout analysis
    powered by deep learning. It delivers high-fidelity reading and structuring of
    dense scientific papers, tables, and financial layouts, serving as a lighter,
    open substitute for legacy systems.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Machine Learning
  - Document Analysis
  - OCR
  is_microservice: true
  title: github.com/VikParuchuri/surya
https://github.com/datastax/cass-operator:
  description: ''
  addition_method: manual
  content_hash: 7385129eb5cc2bb3f44c67bb768267367566a184daded91e7b4ce1eda0df6fd0
  gh_license: Apache-2.0
  gh_pushed: '2023-12-18T21:46:37Z'
  gh_stars: 258
  health_score: 100.0
  last_checked: 1779030843.073064
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: DataStax's Kubernetes operator designed to simplify Apache Cassandra
    cluster deployment and operations. Automates complex stateful management workflows
    including horizontal scaling, rolling upgrades, and cluster healing.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Operators
  is_microservice: false
  title: Cass Operator
https://github.com/datreeio/CRDs-catalog:
  description: ''
  addition_method: manual
  content_hash: 3b6d872fd22d91d16e80034bd962b86291546e1e323bf0b60b4cfefc97716889
  gh_license: MIT
  gh_pushed: '2026-06-14T07:50:54Z'
  gh_stars: 830
  health_score: 100.0
  last_checked: 1779032288.38252
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2023'
  ai_summary: An extensive centralized catalog of raw JSON schemas mapping popular
    Kubernetes CRDs. Helps development teams configure automated YAML validation engines
    in continuous integration pipelines prior to API server execution.
  language: JSON
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Extending Kubernetes
  - Custom Resources
  - Catalog
  is_microservice: false
  title: '==github.com/datreeio/CRDs-catalog: CRDs Catalog=='
https://github.com/davidB/kubectl-view-allocations:
  description: ''
  addition_method: manual
  content_hash: 39d2b483f965a15769a3abdca1ddedae2456724218b26a0f9479bfe5ef087cbe
  gh_license: CC0-1.0
  gh_pushed: '2026-06-06T18:09:50Z'
  gh_stars: 796
  health_score: 100.0
  last_checked: 1779033400.685607
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: A Rust-based CLI plugin used to aggregate and visualize resource allocations
    across namespaces and hardware groups. It contrasts actual CPU, memory, and GPU
    limits against the physical capacity of compute nodes, facilitating resource consolidation
    and density optimization.
  language: Rust
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Capacity Management
  - Resource Optimization
  - Node Allocation
  is_microservice: false
  title: ==davidB/kubectl-view-allocations==
https://github.com/davila7/claude-code-templates:
  description: ''
  addition_method: manual
  ai_summary: Claude Code Templates is an extensive community library containing structured
    system designs, context guidelines, and prompt schemas optimized for Anthropic's
    Claude Code and CLI. It helps teams configure context-aware coding agents that
    integrate smoothly into microservice development cycles.
  complexity: Advanced
  content_hash: 0044c486da77fb832cbaaa94f046a4c9fce3afe372eddff95c92fd42dc2fe63d
  gh_license: MIT
  gh_pushed: '2026-06-14T04:35:57Z'
  gh_stars: 28036
  health_score: 100.0
  hierarchy:
  - Developer Tooling
  - AI Code Assistants
  - Prompt Templates
  is_microservice: true
  language: Markdown
  last_checked: 1779032213.831298
  needs_ai_refresh: true
  resource_type: Template Library
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai.md
  - docs/devops-tools.md
  v2_locations:
  - ai.md
  - devops-tools.md
  year: '2026'
  title: Claude Code Templates
https://github.com/dawitnida/awesome-packer:
  addition_method: manual
  content_hash: 422e80813913b4e5ba62dee827d9143e4f3d1ee00974d70be3caf59d74b73032
  description: ''
  health_score: 100.0
  last_checked: 1779033904.07968
  stars: 0
  title: dawitnida/Awesome Packer
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
https://github.com/dcasati/kubernetes-PlantUML:
  description: ''
  addition_method: manual
  content_hash: c7a0973dfc0becdb60ee421811a26ad75230727bff19939869208e198f07f784
  gh_license: MIT
  gh_pushed: '2021-09-10T08:16:39Z'
  gh_stars: 282
  health_score: 100.0
  last_checked: 1779032589.150702
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  year: '2024'
  ai_summary: An essential open-source library containing specialized sprites, components,
    and macro templates to model highly detailed, complex Kubernetes configurations
    using PlantUML syntax.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Diagrams-as-Code
  - PlantUML Library
  is_microservice: false
  title: github.com/dcasati/kubernetes-PlantUML
https://github.com/dcherman/image-cache-daemon:
  description: ''
  addition_method: manual
  content_hash: eb2b58adbe03ba167ac6b4f8b0396ad49ce7b5fa0c80a6ab1757b8c733b97904
  gh_license: MIT
  gh_pushed: '2022-03-07T01:49:54Z'
  gh_stars: 24
  health_score: 100.0
  last_checked: 1779030340.269233
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A Kubernetes daemonset that pre-pulls and caches a defined list of container
    images onto all cluster nodes to eliminate cold-start pulling latency. In 2026,
    although container runtimes have added smarter caching strategies, this lightweight
    daemon remains a popular community utility for legacy clusters with massive base
    images.
  language: Go
  resource_type: DaemonSet
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Image Management
  - Caching
  is_microservice: false
  title: dcherman/image-cache-daemon
https://github.com/dchonch/awesome-packer:
  description: ''
  addition_method: manual
  content_hash: b2b7bca1bb4db34855929970b9421b12426cf10ba291b93a71d84aff48bf162a
  gh_license: CC0-1.0
  gh_pushed: '2026-05-13T22:24:36Z'
  gh_stars: 29
  health_score: 100.0
  last_checked: 1779130494.939194
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  stars: 5
  ai_summary: A resource list containing Packer templates, multi-cloud builders, and
    post-processor scripts. It aids infrastructure engineers in compiling secure,
    automated gold images used across hybrid environments and Kubernetes worker pool
    nodes. Essential for automating the generation of immutable AMIs or VM templates.
  language: N/A
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Packer
  - Images
  is_microservice: false
  title: dawitnida/Awesome Packer
  is_special: true
https://github.com/ddosify/ddosify:
  addition_method: manual
  content_hash: 3faae96107b8f7094bc397db6fe980fd15c5c5bdf316574d1a584670a959a58c
  description: ''
  health_score: 100.0
  last_checked: 1779034507.7523
  stars: 0
  title: ddosify/ddosify
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/debianmaster/actions-k3s:
  description: ''
  addition_method: manual
  content_hash: 03f9ff3f31f03691392fcd0589ff59e5a001fd82a620269a118107ad06c8b6ff
  gh_license: MIT
  gh_pushed: '2025-07-09T00:34:37Z'
  gh_stars: 109
  health_score: 100.0
  last_checked: 1779030732.464126
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2022'
  ai_summary: A lightweight community action creating custom, ephemerally provisioned
    K3s Kubernetes instances directly within GitHub Actions runtime runner VMs. Extremely
    valuable for running end-to-end integration tests on fully functional clusters.
  language: YAML
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Automated Testing
  - Ephemeral K3s Cluster
  is_microservice: false
  title: debianmaster/actions-k3s
https://github.com/deckhouse/deckhouse:
  description: ''
  addition_method: manual
  content_hash: 30edb3534200be7935ce25396360e63c93d33b9f3b51c1301ba04b29e11a037b
  gh_license: NOASSERTION
  gh_pushed: '2026-06-14T08:13:14Z'
  gh_stars: 1311
  health_score: 100.0
  last_checked: 1779030019.326345
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Deckhouse is an out-of-the-box, NoOps-oriented Kubernetes platform distribution
    that fully automates cluster bootstrapping, configuration management, and patching.
    Incorporating built-in monitoring, ingress, security, and bare-metal support modules,
    it operates as a self-healing system.
  language: Go
  resource_type: K8s Distribution Platform
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Cluster Distributions
  - NoOps Platforms
  is_microservice: true
  title: "Deckhouse: NoOps Kubernetes platform \U0001F31F"
https://github.com/deckhouse/k8s-image-availability-exporter:
  description: ''
  addition_method: manual
  content_hash: 6155ee3013e2e91d7b923a79b8b01abf688d71036c0c4ebe24776adb935892c2
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T06:49:07Z'
  gh_stars: 251
  health_score: 100.0
  last_checked: 1779130494.984637
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2023'
  stars: 5
  ai_summary: A specialized Prometheus exporter that continuously verifies container
    registry availability for images specified in Kubernetes configurations. Helps
    catch container start failures (e.g., ErrImagePull) before pods crash.
  language: Go
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Scraping & Exporters
  - Kubernetes Exporters
  is_microservice: false
  title: k8s-image-availability-exporter
? https://github.com/decodingai-magazine/articles-code/tree/main/articles/ml_system_design/real_time_news_search_with_upstash_kafka_and_vector_db
: description: ''
  addition_method: manual
  content_hash: 3d10999dd528abb46eb768282d48cccec3787de9918cf32fa69c70461dff811e
  gh_license: MIT
  gh_pushed: '2025-03-06T10:19:33Z'
  gh_stars: 140
  health_score: 100.0
  last_checked: 1779130494.936242
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2024'
  stars: 2
  ai_summary: A hands-on repository and architecture blueprint illustrating a real-time
    semantic news search engine. Combining Upstash managed Kafka for event streaming
    with a Vector Database for indexing, it shows how to build low-latency RAG systems.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Machine Learning
  - Information Retrieval
  - RAG Pipelines
  is_microservice: true
  title: 'github.com/decodingml: Real-time news search engine using Upstash Kafka
    and Vector DB'
? https://github.com/decodingml/articles-code/tree/main/articles/ml_system_design/real_time_news_search_with_upstash_kafka_and_vector_db
: addition_method: manual
  content_hash: f881f4bd0edfdc80574e5d295ba31612f81329fd1d3982ac48248044247ad617
  description: ''
  health_score: 100.0
  last_checked: 1779029130.818507
  stars: 0
  title: 'github.com/decodingml: Real-time news search engine using Upstash Kafka''
    and Vector DB'
  v1_locations:
  - docs/mlops.md
  year: N/A
https://github.com/decolua/9router:
  addition_method: automatic
  ai_summary: 9Router is an open-source AI gateway and proxy that unifies access to
    over 40 LLM providers for popular coding tools like Claude Code, Cursor, and Cline.
    It provides smart request routing, automated failovers, and intelligent token
    savings (up to 40% via RTK optimizations) to help developers avoid rate limits
    and reduce operational costs. Featuring a local usage analytics dashboard and
    multi-model custom combos, it functions as a highly resilient middle-tier inference
    routing layer.
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: f0e969794204b18587bc4f80e07611bc8aaabb23bc324c52f3af741860b87e1c
  description: An AI proxy gateway designed to connect standard coding agents with
    40+ LLM providers, offering intelligent routing, token optimization, and automatic
    failover.
  gh_license: MIT
  gh_pushed: '2026-05-31T08:03:20Z'
  gh_stars: 15743
  hierarchy:
  - Artificial Intelligence
  - AI Gateways
  - Token Optimization
  is_microservice: false
  language: en
  last_checked: 1780352828.641521
  reputation_status: Vetted
  reputation_summary: Active open-source project popular among developers seeking
    to optimize multi-provider LLM token costs and bypass rate-limiting issues.
  resource_type: repository
  social_preview_url: https://opengraph.githubassets.com/25c569b4d4de7d11e6cc5ba736704f6728acce12d6574cf5c5edab84a9b36c07/decolua/9router
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[COMMUNITY-TOOL]'
  - '[EMERGING]'
  title: 9Router AI Coding Gateway
  year: '2026'
https://github.com/deepfence/PacketStreamer:
  description: ''
  addition_method: manual
  content_hash: 2e440d35ab9e1e50a8f4304bf55ba34ca6b9102148bcde3c6fafce2a763eb11f
  gh_license: Apache-2.0
  gh_pushed: '2024-07-01T09:09:55Z'
  gh_stars: 1928
  health_score: 100.0
  last_checked: 1779033329.499962
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: PacketStreamer is a high-performance, distributed packet capture tool
    designed specifically for cloud-native architectures. It sensors network traffic
    from distributed hosts and streams it to a centralized collector via gRPC, allowing
    deep packet inspection (DPI) and security forensics without heavy agent overhead.
    The architecture is built for minimal footprint, making it ideal for high-throughput
    production environments.
  language: Go
  resource_type: Daemon / Agent
  complexity: Advanced
  hierarchy:
  - Security
  - Network Observability
  - Packet Capture
  is_microservice: false
  title: deepfence/PacketStreamer
https://github.com/deepfence/ThreatMapper:
  description: ''
  addition_method: manual
  ai_summary: ThreatMapper is an open-source Cloud Native Application Protection Platform
    (CNAPP) designed by Deepfence. It maps runtime behaviors to trace attack paths
    across networks and registries, highlighting vulnerable exposed services. This
    tool helps security teams prioritize remediation efforts based on actual threat
    exposure.
  complexity: Advanced
  content_hash: c2eb7058b419abc71971f0cdc537596a7601e8c694619dcbfd49968c6f6c2e91
  gh_license: Apache-2.0
  gh_pushed: '2026-06-01T08:38:26Z'
  gh_stars: 5278
  health_score: 100.0
  hierarchy:
  - Security
  - Vulnerability Management
  - CNAPP Platform
  is_microservice: true
  language: Go
  last_checked: 1779031541.824413
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: "deepfence/ThreatMapper \U0001F31F"
https://github.com/deepfence/YaraHunter:
  description: ''
  addition_method: manual
  ai_summary: Deepfence's YaraHunter is a highly specialized open-source utility that
    scans container images, filesystems, and directories for malware and Indicators
    of Compromise (IoC) using YARA rules. Operates out-of-band to discover hidden
    secrets, active exploits, and remote shells, ensuring build artifacts conform
    to regulatory secure postures.
  complexity: Advanced
  content_hash: 0cbd3044abc4928aa9748493b6371cbcfde782cbf51b35bd82008dd175f9dc6c
  gh_license: Apache-2.0
  gh_pushed: '2026-03-07T16:56:26Z'
  gh_stars: 1321
  health_score: 100.0
  hierarchy:
  - Security
  - Threat Detection
  - Malware Scanning
  is_microservice: true
  language: Go
  last_checked: 1779033068.625053
  needs_ai_refresh: true
  resource_type: Tool
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: deepfence/YaraHunter
https://github.com/deepops-ai/deepops:
  addition_method: manual
  content_hash: d246123b7184d8458728c29fba511e593b9daa265a86d0b73bb6556f224f9fe7
  gh_license: NOASSERTION
  health_score: 100.0
  last_checked: 1779130494.973462
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://github.com/defenseunicorns/zarf:
  addition_method: manual
  content_hash: a084f247b9f5a6af65b3270b705f0f32f4f239e5e82804d61f0ade6b49612b25
  description: ''
  health_score: 100.0
  last_checked: 1779034572.393845
  stars: 0
  title: defenseunicorns/zarf
  v1_locations:
  - docs/kubernetes-on-premise.md
  year: N/A
https://github.com/deislabs/ratify:
  addition_method: manual
  content_hash: 32d4921302d67eb4820993df87929024916082dcbbd57165b9f94784e66ae99f
  health_score: 100.0
  last_checked: 1779029061.285751
  v1_locations:
  - docs/kubernetes-security.md
https://github.com/deors/deors-demos-petclinic/blob/master/Jenkinsfile:
  description: ''
  addition_method: manual
  content_hash: c915cc205b98b9c3d927ef20f35277919f36efefac043f8e78c0ea9493f25fd6
  health_score: 100.0
  last_checked: 1781735910.820239
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: Curator Insight details a functional Jenkinsfile built specifically
    to build and compile the Spring Petclinic application. Live Grounding illustrates
    how multi-stage Docker builds can be integrated cleanly within a declarative Jenkins
    template to produce production-ready container images. It is a highly practical
    execution reference.
  language: Groovy
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Jenkins
  - Spring Petclinic Pipeline
  is_microservice: true
  title: deors/deors-demos-petclinic jenkinsfile
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/depop/github-merge-bot:
  addition_method: manual
  content_hash: 9091ea7ee3113c025b8adafd595fdd77078a8b3ac95366c4222c0fa19d6fd21c
  description: ''
  health_score: 100.0
  last_checked: 1779032346.254857
  stars: 0
  title: github-merge-bot
  v1_locations:
  - docs/git.md
  year: N/A
https://github.com/derailed/k9s:
  description: ''
  addition_method: manual
  content_hash: 82aa46f35d3539b4dfe171f564f7796ec3f69679052d07da70951c68773ad708
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T17:30:27Z'
  gh_stars: 33963
  health_score: 100.0
  last_checked: 1779030172.751809
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: K9s is a widely adopted terminal UI that provides live metrics, log
    streams, and interactive Shell access inside Kubernetes workloads. It transforms
    long debugging processes into rapid, keyboard-driven navigation, significantly
    reducing operational toil. Its integrated resource tracking, RBAC validation screens,
    and metric charts make it a vital tool for site reliability engineers.
  language: Go
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Operations
  - Command Line Interfaces
  - Cluster Management
  is_microservice: false
  title: K9s - Kubernetes CLI To Manage Your Clusters In Style!
https://github.com/derailed/popeye:
  description: ''
  addition_method: manual
  content_hash: dcdfcb18fcc9855314b7efc2379eca68adfa1ec34515b36e1c3999ed6294f160
  gh_license: NOASSERTION
  gh_pushed: '2025-12-08T14:11:50Z'
  gh_stars: 6296
  health_score: 100.0
  last_checked: 1779031962.676159
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Popeye is a powerful utility that audits active Kubernetes clusters,
    identifying potential configuration anomalies, resource over-allocations, and
    security misalignments. By cross-referencing live cluster states with best practices,
    it generates a comprehensive diagnostic report. It is universally adopted in devops
    workflows for quick cluster hygiene health checks.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Operations
  - Diagnostics
  - Cluster Sanitization
  is_microservice: false
  title: "Popeye - A Kubernetes Cluster Sanitizer \U0001F31F\U0001F31F"
https://github.com/derekparker/delve:
  addition_method: manual
  ai_summary: Curator Insight frames Delve as the official, industry-standard debugger
    for Go, offering runtime state visibility. Live Grounding highlights its deep
    integration into JetBrains Goland, VSCode, and cloud-native containerized debugging
    workflows.
  complexity: Advanced
  content_hash: 9b2d1683f642630acdafbbc2b9077616f88be294fb5f3c29641c248805991ee1
  description: ''
  gh_license: MIT
  gh_pushed: '2026-05-22T16:28:31Z'
  gh_stars: 663
  health_score: 100.0
  hierarchy:
  - Programming Languages
  - Go
  - Debugging Tools
  is_microservice: false
  language: English
  last_checked: 1779034226.779538
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  title: 'Delve: a debugger for the Go Programming Language'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/detailyang/awesome-cheatsheet:
  description: ''
  addition_method: manual
  content_hash: 84b39077620aad1298fd84e9ea3c38b8a0421db9204840a2657b098801c0a4a9
  gh_license: MIT
  gh_pushed: '2026-03-26T09:44:15Z'
  gh_stars: 8395
  health_score: 100.0
  last_checked: 1779030534.903003
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2024'
  ai_summary: A massive, consolidated cheat sheet repository that maps systems administration
    scripts, databases, and low-level tools in structured layouts. It is an exceptional
    reference point for quickly identifying syntax nuances and patterns.
  language: Markdown
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Developer Education
  - Cheat Sheets
  - Reference Hubs
  is_microservice: false
  title: detailyang/awesome-cheatsheet
https://github.com/developer-guy/awesome-falco:
  description: ''
  addition_method: manual
  content_hash: 2a6fad846b18b10e196d8565d31caa716a334579dc3d1e1671bbfd291f6fce62
  health_score: 100.0
  last_checked: 1781736123.186311
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A highly focused registry of integrations, plugins, and custom configurations
    for CNCF Falco runtime security. It assists DevSecOps engineers in designing threat-detection
    pipelines that filter syscall anomalies across microservices and cluster nodes
    in real time.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Security
  - Runtime Threat Detection
  is_microservice: true
  title: developer-guy/awesome-falco
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/developer-guy/falco-analyze-audit-log-from-k3s-cluster:
  description: ''
  addition_method: manual
  ai_summary: Demonstrates how to pipe Lightweight Kubernetes (K3s) API server audit
    logs directly into CNCF Falco. Perfect for resource-constrained edges and automated
    home lab deployments.
  complexity: Advanced
  content_hash: 16393e7d1f88846ec37060f0bf48d0b49b36711ef27d089a75d1f88955533a58
  health_score: 100.0
  hierarchy:
  - Observability & Monitoring
  - Runtime Security
  - Falco & K3s Audit Logging
  is_microservice: true
  language: Go
  last_checked: 1781736026.49115
  needs_ai_refresh: true
  resource_type: tutorial
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/kubernetes-security.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-security.md
  - kubernetes-tools.md
  year: '2021'
  title: "Analyze Kubernetes Audit logs using Falco \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/developer-guy/kubernetes-cluster-setup-using-terraform-and-k3s-on-digitalocean:
  description: ''
  addition_method: manual
  content_hash: 7f1b1a3b25d0d69471bde51a25a1cc96a5aa433e059405e65926161a40f1b9ea
  health_score: 100.0
  last_checked: 1781735911.006423
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: An infrastructure-as-code repository detailing the programmatic deployment
    of a highly available, light K3s cluster topology on DigitalOcean. Harnesses Terraform
    for provisioning underlying hypervisors and networking, combined with Ansible
    for control-plane configuration and secure node-pooling.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Provisioning
  - High Availability
  is_microservice: false
  title: 'github.com/developer-guy: Set up HA k3s cluster on DigitalOcean using Terraform''
    + Ansible'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/devopshubproject/azure-terraform-ansible:
  description: ''
  addition_method: manual
  content_hash: f75ede58b46e96ff00ff81596b6118aaffd996ca318150c35251036155bdf593
  gh_license: MIT
  gh_pushed: '2021-10-19T10:34:52Z'
  gh_stars: 3
  health_score: 100.0
  last_checked: 1779034569.486042
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: A functional integration project demonstrating hybrid automation on
    Azure. Illustrates patterns using Terraform to instantiate structural subnets
    and compute hosts, passing outputs directly into Ansible for fast runtime bootstrapping.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Multi-Tooling
  - Azure Integration
  is_microservice: true
  title: devopshubproject/azure-terraform-ansible
https://github.com/devopshubproject/cka-lab:
  description: ''
  addition_method: manual
  content_hash: c7b01cc82556b549d6c702521022e5ec4a8530d5f5f20282d29579ee0ecf9b54
  health_score: 100.0
  last_checked: 1781736191.236074
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2021'
  ai_summary: A hands-on, simulated environment tailored for candidates preparing
    for the Certified Kubernetes Administrator (CKA) exam. Offers structural lab setups
    to learn cluster operations, control plane maintenance, networking configuration,
    and active troubleshooting.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Education
  - Certifications
  - CKA Laboratory
  is_microservice: false
  title: devopshubproject/cka-lab
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/devopsspiral/KubeLibrary:
  description: ''
  addition_method: manual
  content_hash: 9274859eadfaee8875bca134458b46de0dad967a6d9d09628782a2e554cd193f
  gh_license: MIT
  gh_pushed: '2025-12-16T18:11:31Z'
  gh_stars: 145
  health_score: 100.0
  last_checked: 1779034116.461456
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: KubeLibrary is an open-source testing library that integrates the official
    Kubernetes Python Client with the Robot Framework. It enables platform and QA
    engineers to write human-readable end-to-end integration and sanity tests.
  language: Python
  resource_type: Testing Library
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Testing Frameworks
  - Automation Tools
  is_microservice: false
  title: KubeLibrary
https://github.com/devoriales/cheatsheets:
  description: ''
  addition_method: manual
  content_hash: 8758b579dc18e2fb23adc7ffc4ade46ee59f18fc3eb9e09a51e3c091937699ad
  health_score: 100.0
  last_checked: 1781735889.960576
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2025'
  stars: 3
  ai_summary: An open-source, opinionated collection of kubectl commands curated specifically
    for critical production debugging. It prioritizes node-level maintenance commands,
    network troubleshooting steps, and secure pod execution syntaxes to minimize MTTR.
  language: Markdown
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Troubleshooting & Operations
  is_microservice: false
  title: github.com/devoriales/kubectl-cheatsheet
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/devoriales/kubectl-cheatsheet:
  addition_method: manual
  content_hash: b9c8c7ec7508a36fbd3cb21ab4cb04b70a44a06d8ed740da60958844b2c6d428
  description: ''
  health_score: 100.0
  last_checked: 1779034313.999164
  stars: 0
  title: github.com/devoriales/kubectl-cheatsheet
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://github.com/devtron-labs/devtron:
  description: ''
  addition_method: manual
  ai_summary: A comprehensive, open-source AppOps platform for Kubernetes designed
    to consolidate CI/CD pipelines, GitOps, observability, and cost optimization.
    Provides self-service deployment interfaces, security checks, and deep resource
    validation for multicluster operations.
  complexity: Advanced
  content_hash: 2db1733f2c4a0263c2912bb7c3fde71333db203a9a10c88df2c28c060501910f
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T07:28:50Z'
  gh_stars: 5513
  health_score: 100.0
  hierarchy:
  - Kubernetes & Container Orchestration
  - Platform Engineering
  - AppOps & GitOps
  is_microservice: true
  language: Go
  last_checked: 1779032820.211046
  needs_ai_refresh: true
  resource_type: Platform
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devops-tools.md
  - docs/jenkins-alternatives.md
  - docs/kubernetes-tools.md
  v2_locations:
  - devops-tools.md
  - jenkins-alternatives.md
  - kubernetes-tools.md
  year: '2025'
  title: Devtron
https://github.com/deweya/OpenShift-Jenkins-Lab:
  description: ''
  addition_method: manual
  content_hash: a1a6149ea18169115e3d1a713b872bf0b47d603a15163012dd36350c214dfa3d
  gh_license: MIT
  gh_pushed: '2020-04-21T17:28:22Z'
  gh_stars: 0
  health_score: 100.0
  last_checked: 1779032684.374011
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2019'
  ai_summary: Curator Insight identifies this repository as a sandbox lab configuration
    for teaching Jenkins deployment patterns inside OpenShift clusters. Live Grounding
    confirms it provides hands-on instructions for configuring webhooks and build
    triggers. It serves as a structural blueprint for configuring self-contained pipeline
    demonstrations.
  language: Groovy
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Native Platforms
  - Red Hat OpenShift
  - Jenkins Pipelines
  - Lab Environments
  is_microservice: false
  title: github.com/deweya/OpenShift-Jenkins-Lab
https://github.com/dexidp/dex:
  addition_method: manual
  content_hash: 860067b64dac977865805b2d3aec4a5cecf315a6048fa02a903973111de3cff3
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779029270.329335
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-security.md
https://github.com/dfrappart/articles/blob/master/podidentityjourney.md:
  description: ''
  addition_method: manual
  ai_summary: 'Journal exploring Azure AD Pod Identity to authorize pods. Note: While
    historically significant, modern live grounding indicates this pattern has been
    succeeded by Microsoft Entra Workload Identity.'
  complexity: Intermediate
  content_hash: 806e6d20d800a2caa8168d5e145bf20d9a83ac4db8cfe57f5471d780373d0c80
  gh_license: Apache-2.0
  gh_pushed: '2021-10-28T08:37:04Z'
  gh_stars: 6
  health_score: 100.0
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Security & Identity
  - Pod Identity Evolution
  is_microservice: false
  language: Markdown
  last_checked: 1779031827.501712
  needs_ai_refresh: true
  resource_type: Repository Journal
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2021'
  title: 'github.com: AKS: Use AAD identity for pods and make your SecOps happy'
https://github.com/diagrid-labs/dapr-workflow-demos:
  description: ''
  addition_method: manual
  content_hash: b3e4b696fa8524a9015525640b88d34662a3eb6c845f35ec7d9a4aecd4a3d30c
  gh_license: Apache-2.0
  gh_pushed: '2025-05-19T07:36:08Z'
  gh_stars: 62
  health_score: 100.0
  last_checked: 1779032920.859095
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: '2023'
  ai_summary: Repository showcasing the capabilities of the Dapr Workflow engine,
    enabling developers to build stateful orchestrations directly in application code.
    Curator insights point out its lightweight nature compared to heavy workflow engines.
    Live 2026 validation indicates Dapr Workflow is widely deployed for low-latency
    orchestrations.
  language: Go
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Cloud-Native
  - Orchestration & Workflow
  - Dapr Workflows
  is_microservice: true
  title: github.com/diagrid-labs/dapr-workflow-demos
https://github.com/dictcp/awesome-git:
  description: ''
  addition_method: manual
  ai_summary: An extensive curated listing of Git workflows, terminal extensions,
    custom hook libraries, UI clients, branching theories, and visual educational
    platforms for development teams.
  complexity: Intermediate
  content_hash: 0befe035733108058d6a21dca592032888a30f5bfc294ae53c6d5f0d4570161e
  gh_license: CC0-1.0
  gh_pushed: '2025-02-04T11:05:22Z'
  gh_stars: 2886
  health_score: 100.0
  hierarchy:
  - DevOps
  - Version Control
  - Reference Lists
  is_microservice: false
  language: None
  last_checked: 1779033704.786409
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/git.md
  - docs/other-awesome-lists.md
  v2_locations:
  - git.md
  - other-awesome-lists.md
  year: '2025'
  title: "Awesome Git \U0001F31F"
  is_special: true
https://github.com/didier-durand/microk8s-kata-containers:
  description: ''
  addition_method: manual
  ai_summary: A community repository providing integration instructions and configurations
    to run Kata Containers within a Canonical MicroK8s environment. This architecture
    allows security teams to deploy hardware-isolated, hypervisor-sandboxed container
    runtimes (using QEMU or Cloud Hypervisor) inside lightweight local clusters, resolving
    tenant isolation concerns in multi-tenant environments.
  complexity: Advanced
  content_hash: 474a0b39b789d6c1b33275984e47a36328413ef25739e909d3c7852b7ce89909
  gh_license: Apache-2.0
  gh_pushed: '2024-07-25T09:51:31Z'
  gh_stars: 34
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Container Runtimes
  - Sandboxing
  is_microservice: true
  language: Shell
  last_checked: 1779030087.348389
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2021'
  title: Kata Containers on MicroK8s
https://github.com/didier-durand/microk8s-kube-bench:
  description: ''
  addition_method: manual
  ai_summary: An open-source tool adapted from Aqua Security's kube-bench designed
    to validate Canonical MicroK8s clusters against the Center for Internet Security
    (CIS) Kubernetes Benchmark. It provides granular compliance auditing of control
    plane configurations, API security settings, and node compliance profiles directly
    inside lightweight development or edge clusters.
  complexity: Intermediate
  content_hash: a5a49bfde53ceefac347da1342132f4f67b09381d1591b4b76060e19370867a8
  gh_license: Apache-2.0
  gh_pushed: '2023-04-11T04:17:48Z'
  gh_stars: 17
  health_score: 100.0
  hierarchy:
  - Security
  - Compliance
  - Vulnerability Management
  is_microservice: false
  language: Shell
  last_checked: 1779031983.368018
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2022'
  title: MicroK8s & Kubernetes security benchmark from CIS
https://github.com/didil/autobucket-operator:
  description: ''
  addition_method: manual
  content_hash: 2da6b3ebf7abda595e25e84f6ada154fee8c01991d8d11479f614b1359023af4
  gh_license: MIT
  gh_pushed: '2020-11-20T11:26:02Z'
  gh_stars: 12
  health_score: 100.0
  last_checked: 1779031436.25989
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2022'
  ai_summary: A developer-focused operator that dynamically constructs cloud-native
    storage buckets (e.g., AWS S3) via dynamic pod annotations, streamlining access
    to stateful storage assets.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Data Management
  - Object Storage
  - Operators
  is_microservice: false
  title: didil/autobucket-operator
https://github.com/diegolnasc/kubernetes-best-practices:
  description: ''
  addition_method: manual
  content_hash: e21c265e98cff7dd1f44349fc594f2fe173d74c20530e9f48c25e0f6059c50ed
  gh_license: Apache-2.0
  gh_pushed: '2026-04-27T12:56:26Z'
  gh_stars: 1500
  health_score: 100.0
  last_checked: 1779031865.867668
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  - docs/other-awesome-lists.md
  v2_locations:
  - kubernetes.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A curated repository consolidating industry-vetted guidelines for cluster
    security, deployment configurations, cost management, and reliable resource scheduling
    in production environments.
  language: English
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Operations
  - Best Practices
  - Resource Curation
  is_microservice: false
  title: "==diegolnasc/kubernetes-best-practices== \U0001F31F"
  is_special: true
https://github.com/digitalis-io/vals-operator:
  description: ''
  addition_method: manual
  content_hash: dc0665e435056c0cdb26c02be0fe1874e48c01a0eded981d3e7d6e6153271a35
  gh_license: Apache-2.0
  gh_pushed: '2026-05-11T14:21:52Z'
  gh_stars: 167
  health_score: 100.0
  last_checked: 1779030220.808626
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: Utilizes the vals framework to dynamically parse and inject secrets
    from Vault, AWS SSM, and GCP Secret Manager. It prevents local credential storage
    risks and eliminates third-party platform lock-in.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - Multi-Provider Secrets
  - Operators
  is_microservice: false
  title: digitalis-io/vals-operator
https://github.com/dignajar/another-autoscaler:
  description: ''
  addition_method: manual
  content_hash: c03fa22e60c795010ce76b53a390c56e3887b7de4df00fc84d12a7b67cfda610
  gh_license: MIT
  gh_pushed: '2024-03-29T09:13:28Z'
  gh_stars: 80
  health_score: 100.0
  last_checked: 1779031516.70132
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: An experimental autoscaler designed to evaluate external metrics or
    queue lengths and dynamically adjust replica counts outside standard HPA paths.
    In 2026, while development is minimal, it serves as an excellent reference for
    engineers building decoupled custom autoscaling loops using Go APIs.
  language: Go
  resource_type: Autoscaler
  complexity: High
  hierarchy:
  - Infrastructure
  - Scaling
  - Autoscaling
  is_microservice: true
  title: Another Autoscaler
https://github.com/dignajar/another-ldap:
  description: ''
  addition_method: manual
  content_hash: 74358a9302faba7b65b05d170a5da28263abb9a1b6b6ab6f789db245d26d8936
  gh_license: MIT
  gh_pushed: '2023-10-01T15:52:44Z'
  gh_stars: 51
  health_score: 100.0
  last_checked: 1779030418.956417
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A lightweight, simplified LDAP service designed specifically for cluster
    validation and containerized testbeds. It bypasses the overhead of heavy enterprise
    identity systems to provision mock authentication structures in continuous delivery
    pipelines.
  language: Go
  resource_type: Identity Provider
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Identity & Access
  - LDAP Directory
  is_microservice: true
  title: dignajar/another-ldap
https://github.com/direktiv/direktiv:
  description: ''
  addition_method: manual
  content_hash: 41d4a63d8588901c6ca1596be8f8ff735e09e0242268bb1edd68b35b78986f49
  gh_license: Apache-2.0
  gh_pushed: '2026-04-08T16:02:58Z'
  gh_stars: 492
  health_score: 100.0
  last_checked: 1779029575.972857
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Direktiv is an event-driven container-based workflow engine that runs
    natively on Kubernetes. It utilizes gRPC, Knative, and serverless containers to
    coordinate complex operational workflows, orchestrating microservices through
    a JSON/YAML-defined state machine. Direktiv is highly efficient for enterprise
    automation, security orchestrations, and CI/CD pipelines.
  language: Go
  resource_type: Platform
  complexity: High
  hierarchy:
  - Serverless
  - Workflow Orchestration
  - Event-Driven
  is_microservice: true
  title: Direktiv
https://github.com/dirien/pulumi-civo-flux-bucket:
  description: ''
  addition_method: manual
  content_hash: 255c9f2789a6a5fa3a9e9da892b0ab6d0d480aac43afa3bcded29c64622fea4b
  gh_license: Apache-2.0
  gh_pushed: '2022-04-17T18:13:35Z'
  gh_stars: 0
  health_score: 100.0
  last_checked: 1779033789.40351
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: '2022'
  ai_summary: Provides a practical blueprint for bootstrapping a Civo Kubernetes cluster
    utilizing Pulumi for resource provision and establishing Flux GitOps configuration
    using Object Storage (S3-compatible buckets) as the source of truth. Live Grounding
    reveals that utilizing object storage instead of git repositories offers lower
    latency and bypassing Git API rate limits, serving as a highly specialized but
    viable alternative in modern multi-cloud pipelines.
  language: TypeScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Pulumi
  - Flux Integration
  is_microservice: false
  title: dirien/pulumi-civo-flux-bucket
https://github.com/distribution/distribution:
  description: ''
  addition_method: manual
  content_hash: 1433b8107ff9093146d4003092eb0244fe045b9f2020c1391b986c347fa69eb6
  gh_license: Apache-2.0
  gh_pushed: '2026-06-07T16:20:23Z'
  gh_stars: 10470
  health_score: 100.0
  last_checked: 1779032756.94636
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: The Distribution project (formerly Docker Registry) is the foundational
    codebase implementing the OCI Distribution Specification. It powers the backbone
    of enterprise image registries worldwide, coordinating reliable, high-performance
    container manifest storage, replication, and secure transport.
  language: Go
  resource_type: Registry Service
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Image Registry
  - OCI Specification
  is_microservice: true
  title: github.com/distribution/distribution
https://github.com/dj-wasabi/vagrant-kubernetes:
  description: ''
  addition_method: manual
  ai_summary: A classic VM-based multi-node local cluster provisioning framework using
    Vagrant and Ansible. Retained as a historic architecture template for local VM
    orchestrations prior to lightweight container runtimes.
  complexity: Intermediate
  content_hash: 19180cb774e53bac76f61021c2dc88ec1c2e0e755b9bfed40cfcb74ad2d5be5c
  health_score: 100.0
  hierarchy:
  - Local Kubernetes Environments
  - Legacy VMs
  - Vagrant Multi-Node
  is_microservice: false
  language: Ruby
  last_checked: 1781736012.444193
  needs_ai_refresh: true
  resource_type: Tool
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: '2021'
  title: dj-wasabi/vagrant-kubernetes
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/docker/awesome-compose:
  description: ''
  addition_method: manual
  content_hash: a047d8b4bfd675172debe37f41d348d623d5a19ac521105fe8f83753f7fbf286
  gh_license: CC0-1.0
  gh_pushed: '2026-06-10T02:09:34Z'
  gh_stars: 45540
  health_score: 100.0
  last_checked: 1779032902.681801
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  - docker.md
  year: '2026'
  ai_summary: Awesome Compose is an official, highly curated repository of declarative
    multi-container topologies using Docker Compose. It showcases optimal configuration
    patterns for databases, caching layers, application servers, and microservices
    (e.g., PostgreSQL, Redis, Elasticsearch, Go, Python, React). It represents a critical,
    high-impact reference architecture for platform engineers standardizing local
    development setups.
  language: N/A
  resource_type: Template
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Docker Compose
  - Reference Architectures
  is_microservice: true
  title: "Awesome Compose \U0001F31F"
  is_special: true
https://github.com/docker/build-push-action:
  description: ''
  addition_method: manual
  content_hash: 296485ddce54359a1cbc8d77aa17454b63714a86d83e859c0af32391bc808086
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T15:16:34Z'
  gh_stars: 5304
  health_score: 100.0
  last_checked: 1779030739.564512
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: The industry standard GitHub Action for building and pushing container
    images. Supports Docker Buildx, multi-platform builds, cache importing/exporting
    configurations, and native OCI-compliant registry deployments.
  language: TypeScript
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - App Development
  - CI/CD
  - GitHub Actions
  is_microservice: true
  title: '**GitHub build-push-action**'
https://github.com/doitintl/clustercloner:
  description: ''
  addition_method: manual
  content_hash: f18a1c564e64afa7cef27f74b6b506af188082a8fa7fbf9386fc4bb9b816e861
  gh_license: Apache-2.0
  gh_pushed: '2023-02-14T16:12:11Z'
  gh_stars: 33
  health_score: 100.0
  last_checked: 1779034373.466781
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: A command-line utility used to replicate or clone the configuration
    of a GKE cluster into another GKE cluster. While useful during early GCP iterations,
    it has been superseded by structured GitOps methodologies and multi-cluster tools
    like Velero.
  language: Go
  resource_type: Migration Utility
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Backup & Recovery
  - State Replication
  is_microservice: false
  title: "Cluster Cloner \U0001F31F"
https://github.com/doitintl/kube-no-trouble:
  description: ''
  addition_method: manual
  content_hash: 8dd483c41b54cf5b66f26d4f6b2b3755fc3f9ff21cddf0a44a12a336003046f8
  gh_license: MIT
  gh_pushed: '2025-10-16T10:01:34Z'
  gh_stars: 3673
  health_score: 100.0
  last_checked: 1779032383.643432
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Kube No Trouble (kubent) is an indispensable CLI utility that scans
    running Kubernetes clusters for deprecated API usage, obsolete resources, and
    outdated Helm values. By auditing cluster metadata prior to major platform upgrades,
    it provides an outstanding safety margin.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Operations
  - Upgrade Safety
  - Auditing
  is_microservice: false
  title: '==doitintl/kube-no-trouble: kubent== ⭐⭐⭐'
https://github.com/doitintl/kube-secrets-init:
  description: ''
  addition_method: manual
  content_hash: aa0b369989c48490b683a479c00601b6ffa44765b2ae3c165d2223cea63df915
  gh_license: Apache-2.0
  gh_pushed: '2024-07-30T10:27:24Z'
  gh_stars: 158
  health_score: 100.0
  last_checked: 1779034155.962947
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A Mutating Admission Webhook that integrates Kubernetes pod environment
    definitions with cloud secrets managers (Google Secret Manager, AWS Secrets Manager,
    HashiCorp Vault). Dynamically intercepts and replaces secret references, enhancing
    runtime secret hygiene.
  language: Go
  resource_type: Webhook
  complexity: Medium
  hierarchy:
  - Networking & Security
  - Secret Management
  - Integration
  is_microservice: false
  title: kube-secrets-init
https://github.com/doitintl/kubeIP:
  description: ''
  addition_method: manual
  content_hash: 2e49b2d3c8ed3103b70558220d7fc16fa08b561a240dca7a7ebe24655ed504bc
  gh_license: MIT
  gh_pushed: '2026-03-19T00:19:01Z'
  gh_stars: 447
  health_score: 100.0
  last_checked: 1779032762.741115
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: KubeIP is an automation daemon engineered specifically for Google Kubernetes
    Engine (GKE) clusters. By dynamically assigning reserved static external IPs to
    newly provisioned GKE cluster nodes, it simplifies firewall configurations for
    external enterprise integrations.
  language: Go
  resource_type: Operator / Daemon
  complexity: Intermediate
  hierarchy:
  - Network & Connectivity
  - IP Address Management
  - Cloud Integrations
  is_microservice: false
  title: doitintl/kubeIP
https://github.com/dolevshor/azure-finops-guide:
  description: ''
  addition_method: manual
  content_hash: dcfb51d5ee0044f01c3c4fc7672d09c384d8b77de5085f6d186d54bfec0c1fbd
  gh_license: MIT
  gh_pushed: '2025-11-02T09:07:14Z'
  gh_stars: 215
  health_score: 100.0
  last_checked: 1779033640.574323
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: '2024'
  ai_summary: A highly comprehensive community repository focused on Azure FinOps
    best practices. Delivers script templates, tag compliance policies, and architectural
    checklists to help teams set up continuous cloud financial operations.
  language: English
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Azure Optimization
  - Reference Guides
  is_microservice: false
  title: "==github.com/dolevshor/azure-finops-guide: The Azure FinOps Guide== \U0001F31F"
https://github.com/dolevshor/azure-orphan-resources:
  addition_method: manual
  content_hash: 601d689f524a15cf633c0fe271988d226e4f725458a816cf86eb69aa43645538
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779033019.828665
  needs_ai_refresh: true
  stars: 0
  title: github.com/dolevshor/azure-orphan-resources
  v1_locations:
  - docs/azure.md
  year: N/A
https://github.com/dolthub/dolt:
  description: ''
  addition_method: manual
  content_hash: 9b90f10436b524e751c736824490fc9dbbf9220f131c5a86f7fb678c61c2cb7c
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T01:37:32Z'
  gh_stars: 23422
  health_score: 100.0
  last_checked: 1779030971.237522
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  - index.md
  year: '2026'
  ai_summary: An innovative SQL database implementing Git-style version control concepts
    (clone, push, pull, branch, merge) over table structures and data cells. Perfect
    for decentralized collaborative data management pipelines.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Databases
  - Relational Databases
  - Git-for-Data
  is_microservice: false
  title: ==github.com/dolthub/dolt==
https://github.com/donnemartin/awesome-aws:
  description: ''
  addition_method: manual
  content_hash: d0e42099a4f4a137201b5ffeae87a6189e78ac0ca89aec26e00e637c4b4bd8f4
  gh_license: NOASSERTION
  gh_pushed: '2024-03-12T09:29:54Z'
  gh_stars: 14064
  health_score: 100.0
  last_checked: 1779033068.917887
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws.md
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  - aws.md
  year: '2026'
  ai_summary: The premier reference catalog for Amazon Web Services (AWS), containing
    curated libraries, open-source utilities, and official whitepapers. It covers
    key compute, storage, networking, and serverless components. It is universally
    recognized as the gold standard resource for AWS-centric platform engineering
    teams seeking validated architectural patterns.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Resources
  is_microservice: false
  title: "Awesome AWS \U0001F31F"
  is_special: true
https://github.com/dora-metrics/pelorus:
  addition_method: manual
  content_hash: 128025d17589da5395a4c446a75dc14f2b5d725dbf90c340c3895a4d10255f9d
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779130494.948075
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://github.com/dotdc/grafana-dashboards-kubernetes:
  description: ''
  addition_method: manual
  content_hash: ccdc4d34df5da8ab7fc0518bb7cdf5f03900f23bf612ae57f357bab7f33d4b2f
  gh_license: Apache-2.0
  gh_pushed: '2026-04-02T20:48:41Z'
  gh_stars: 3599
  health_score: 100.0
  last_checked: 1779034510.436588
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: '2024'
  ai_summary: Production-grade, community-approved Kubernetes dashboards. Delivers
    deep, clean observability of APIServer, node memory, CPU scheduling, storage,
    and pod ingress configurations.
  language: JSON
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Kubernetes Deployment
  - Core Infrastructure Dashboards
  is_microservice: true
  title: "==github.com/dotdc/grafana-dashboards-kubernetes== \U0001F31F"
https://github.com/dpeckett/pangolin:
  description: ''
  addition_method: manual
  content_hash: fdc1061865be4ed3ebe6f9f07ef58754f59e355d413e2872175d870f918ea11c
  gh_license: Apache-2.0
  gh_pushed: '2020-02-18T14:01:38Z'
  gh_stars: 231
  health_score: 100.0
  last_checked: 1779031340.279783
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A dedicated routing utility designed to help configure dynamic upstream
    setups. Provides simple API configurations to coordinate external traffic profiles
    securely when mapping paths to backing container platforms.
  language: Go
  resource_type: Application
  complexity: Intermediate
  hierarchy:
  - Networking
  - Ingress & Edge
  - Integration
  is_microservice: true
  title: "pangolin \U0001F31F"
https://github.com/dsa0x/sicher:
  addition_method: manual
  ai_summary: Curator Insight showcases Sicher as a lightweight tool for managing
    environment variables and secrets securely within Go applications. Live Grounding
    indicates low community activity and lack of recent updates, which makes it less
    suitable for production compared to established secure runtimes.
  complexity: Intermediate
  content_hash: d5b8ffdb309f87ab166dbe00581f6e0b69b6804a47210bb6e10f545f0e86ae3d
  description: ''
  gh_license: MIT
  gh_pushed: '2023-08-03T20:11:09Z'
  gh_stars: 31
  health_score: 100.0
  hierarchy:
  - Security
  - Secrets Management
  - Go Libraries
  is_microservice: false
  language: English
  last_checked: 1779029609.818612
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: dsa0x/sicher
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/dsyer/kubernetes-intro:
  description: ''
  addition_method: manual
  content_hash: c375f22452b7e4338c6c95e1ab9b5da7fdbc5452d3716457e923333c578f8be7
  health_score: 100.0
  last_checked: 1781735921.217243
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  - demos.md
  year: '2021'
  ai_summary: An introductory educational repository containing configurations and
    setups for running basic Spring boot workloads in Kubernetes. Created by JVM leader
    Dave Syer, it provides minimal, clean manifests that demystify container networking
    and volumes. This repository remains a stable reference for those starting their
    cloud-native journey.
  language: Java
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Cloud Native Architecture
  - Kubernetes
  - Fundamentals
  is_microservice: false
  title: dyser/kubernetes-intro
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/dty1er/kubecolor:
  addition_method: manual
  content_hash: 9e62de16802aa23bb6817c9ab7f56a5b4091ad56abffeffb2584a92f0b237379
  description: ''
  health_score: 100.0
  last_checked: 1779033640.660475
  stars: 0
  title: "kubecolor \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/dvob/k8s-s2s-auth:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: Demonstrates internal service-to-service auth patterns
    utilizing raw Service Account tokens. Live Grounding: The repository has seen
    no recent development and is considered legacy. It is superseded by modern ephemeral
    TokenRequest APIs and service mesh mTLS integrations.'
  complexity: Intermediate
  content_hash: 99a85e4eb79060a6987819f832258dcb876b8f77627ffe709e45884301b2b609
  health_score: 100.0
  hierarchy:
  - Security
  - Identity & Access
  - Authentication
  - Legacy Tools
  is_microservice: true
  language: Go
  last_checked: 1781736036.770495
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: '2020'
  title: "github.com/dvob/k8s-s2s-auth: Kubernetes Service Accounts \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/e-minguez/openshift-yolo:
  description: ''
  addition_method: manual
  content_hash: da86de9f4a101a9421c34e6de59d23161540686c16bcf886476471aa0068506a
  gh_license: Apache-2.0
  gh_pushed: '2021-07-16T12:38:45Z'
  gh_stars: 8
  health_score: 100.0
  last_checked: 1779031759.393593
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2020'
  ai_summary: A lightweight community playbook designed to spin up fast, non-production
    OpenShift 4 clusters on local machines. Streamlines initialization steps by bypassing
    heavy production components.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Infrastructure Operations
  - Developer Tooling
  is_microservice: false
  title: openshift-yolo
https://github.com/eXascaleInfolab/PyExPool:
  description: ''
  addition_method: manual
  content_hash: 5220be9e91b6d5c9a8e290926763d06a655b10a9ddb640b15411fa98c6ca4a35
  gh_license: NOASSERTION
  gh_pushed: '2019-08-28T03:08:40Z'
  gh_stars: 168
  health_score: 100.0
  last_checked: 1779130494.97924
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2019'
  stars: 2
  ai_summary: Curator Insight presents PyExPool as an execution tool addressing the
    high memory overheads associated with Python's multiprocessing pools. Live Grounding
    demonstrates its efficiency in long-running pipelines where task queue persistence
    and custom process pooling prevent the continuous cost of worker spawns.
  language: Python
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Concurrency
  - Process Pools
  is_microservice: false
  title: Python Multi-Process Execution Pool
https://github.com/eamodio/vscode-gitlens:
  addition_method: manual
  content_hash: 8dc5077110b3c8be11f0ec7e001654ba5df664f829a3b7e6ec15c7eb9ae33f68
  description: ''
  health_score: 100.0
  last_checked: 1779031625.338362
  stars: 0
  title: GitLens interactive rebase
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://github.com/ebosas/microservices:
  addition_method: manual
  ai_summary: Curator Insight showcases a reference architecture modeling an end-to-end
    microservices pattern in Go. Live Grounding reveals it as a practical template
    illustrating API Gateways, service registries, and gRPC communication loops.
  complexity: Intermediate
  content_hash: cef48da8cee28be519d16132a46d83d2eeedc5cca6eda9881674f7793b141bb2
  description: ''
  gh_license: MIT
  gh_pushed: '2021-12-02T12:42:36Z'
  gh_stars: 309
  health_score: 100.0
  hierarchy:
  - Architecture
  - Microservices
  - Design Patterns
  is_microservice: true
  language: English
  last_checked: 1779032243.469456
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: ebosas/microservices
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/eclipse-jkube/jkube:
  description: ''
  addition_method: manual
  ai_summary: The active GitHub repository for Eclipse JKube, housing Maven/Gradle
    plugins, extensions, and core libraries. Live Grounding indicates robust ongoing
    community support, enabling local resource generation, deployment, and hot-swapping
    inside active clusters. The project is crucial for bridging the gap between standard
    Java compilation and Kubernetes runtimes.
  complexity: Intermediate
  content_hash: e2e6c329a9c9631ce5dcf6b048ce085e9bf81aaa9ea055d92a3924a28b88036e
  gh_license: EPL-2.0
  gh_pushed: '2026-06-12T04:55:21Z'
  gh_stars: 849
  health_score: 100.0
  hierarchy:
  - Cloud-Native Java
  - Build Tools
  - Eclipse JKube
  - Source Code
  is_microservice: true
  language: Java
  last_checked: 1779130494.95307
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  - docs/maven-gradle.md
  - docs/openshift-pipelines.md
  v2_locations:
  - maven-gradle.md
  - kubernetes-client-libraries.md
  - openshift-pipelines.md
  year: '2020'
  title: 'GitHub: Eclipse JKube'
https://github.com/eclipse/jkube:
  addition_method: manual
  content_hash: 3609c41b04f12ea952d77722a788e33ce1d3058a5369a3b5cf2b854e01a45c56
  description: ''
  health_score: 100.0
  last_checked: 1779031850.736063
  stars: 0
  title: 'Github: Eclipse Jkube'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  - docs/maven-gradle.md
  - docs/openshift-pipelines.md
  year: N/A
https://github.com/edrevo/suspicious-pods:
  description: ''
  addition_method: manual
  content_hash: 254ef920b7fa02954b59f7a329124ca0de1d29fdecbf9e3ed34eb93596e0e0fe
  gh_license: Apache-2.0
  gh_pushed: '2023-02-04T02:15:02Z'
  gh_stars: 96
  health_score: 100.0
  last_checked: 1779033259.303595
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A simple CLI troubleshooting tool that scans a cluster for pods displaying
    unusual behaviors, such as continuous container restarts, pending statuses, or
    missing configurations. Provides immediate developer feedback with descriptive
    error logs, speeding up triage.
  language: Go
  resource_type: CLI Tool
  complexity: Low
  hierarchy:
  - Operations
  - Cluster Diagnostics
  - Pod Troubleshooting
  is_microservice: false
  title: "Suspicious pods \U0001F31F"
https://github.com/education:
  description: ''
  addition_method: manual
  ai_summary: Comprehensive educational portal serving industry-grade developer setups,
    cloud environments, and pipeline environments directly to students, teachers,
    and university networks.
  complexity: Beginner
  content_hash: b8c3ebb0692d2c794302de646f83932d3d420186814990d6d79c8b788778479a
  health_score: 100.0
  hierarchy:
  - Developer Platforms
  - Education
  - GitHub Education
  is_microservice: false
  language: None
  last_checked: 1779130494.974415
  needs_ai_refresh: true
  resource_type: Platform
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2026'
  title: education.github.com
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/eezhee/eezhee:
  description: ''
  addition_method: manual
  content_hash: 81726467819fb0cf5974eee828b7a0de5c6d73085266f296f13a547b2cf93a0e
  gh_license: Apache-2.0
  gh_pushed: '2024-10-17T00:52:00Z'
  gh_stars: 10
  health_score: 100.0
  last_checked: 1779030022.922545
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An experimental CLI utility designed to simplify the provisioning of
    development Kubernetes clusters on various cloud providers like DigitalOcean and
    Linode. It aims to reduce cluster setup overhead to a single command. The repository
    has been quiet since 2022, serving as a historical artifact for lightweight provisioning
    scripts.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Development
  - Local Cluster
  - CLI Tool
  is_microservice: false
  title: eezhee/eezhee
https://github.com/ekramasif/Basic-Machine-Learning:
  description: ''
  addition_method: manual
  content_hash: 8ef0c8d5c41b84b583e9778f28906f33d3ccfe1949b18c40e91355e4b60e2869
  gh_license: MIT
  gh_pushed: '2026-03-02T07:15:31Z'
  gh_stars: 80
  health_score: 100.0
  last_checked: 1779030035.035687
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A fundamental training repository compiling essential algorithms, scientific
    computing models, and conceptual guides for starting in Machine Learning. Focuses
    on classical statistical methods, regression math, and basic Python integrations.
    Provides a valuable baseline for engineering squads learning ML concepts.
  language: Python
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - AI & Machine Learning
  - Training
  - Fundamentals
  is_microservice: false
  title: ekramasif/Basic-Machine-Learning
  is_special: true
https://github.com/ekramasif/Basic-Machine-Learning/blob/main/Extraa/PythonCheatSheet.ipynb:
  description: ''
  addition_method: manual
  content_hash: 3622706ae8c3bf0f9183cc557708df207287c5c4458ff625cb2a4ee6cae57fd6
  gh_license: MIT
  gh_pushed: '2026-03-02T07:15:31Z'
  gh_stars: 80
  health_score: 100.0
  last_checked: 1779032786.30977
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2023'
  ai_summary: An interactive Jupyter Notebook consolidating standard machine learning
    algorithms in Python. Details array configurations, basic Scikit-Learn validation
    tests, and pandas pipeline configurations.
  language: Python
  resource_type: Interactive Notebook
  complexity: Intermediate
  hierarchy:
  - Data Science & ML
  - Machine Learning
  - Python Labs
  is_microservice: false
  title: 'github.com/ekramasif: Basic Machine Learning - Python Cheatsheet'
https://github.com/eksctl-io/eksctl:
  description: '- [medium.com/@thapliyal705: Create Amazon EKS Cluster from scratch
    using eksctl](https://medium.com/@thapliyal705/create-amazon-eks-cluster-from-scratch-using-eksctl-67e0d0900245)'
  addition_method: manual
  ai_summary: The official CLI orchestration tool for provisioning AWS EKS clusters.
    It compiles high-level YAML inputs into CloudFormation actions to automatically
    establish VPC, IAM, and worker nodes.
  complexity: Intermediate
  content_hash: cb3450a6dbedd59bd87eaf18c4c8122a661069bfd332648e29999e38ea0a4d0a
  gh_license: NOASSERTION
  gh_pushed: '2026-06-11T06:34:46Z'
  gh_stars: 5203
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Cluster Provisioning
  is_microservice: false
  language: Go
  last_checked: 1779130495.006524
  needs_ai_refresh: true
  resource_type: Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/jenkins.md
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - jenkins.md
  year: '2024'
  title: 'eksctl: EKS installer'
https://github.com/elastic/apm-pipeline-library:
  description: ''
  addition_method: manual
  content_hash: 1321cbd3f0db075d6751a3e89fc3485fe9c46c1baec391d960ba858a42204233
  gh_license: Apache-2.0
  gh_pushed: '2024-10-16T07:21:55Z'
  gh_stars: 11
  health_score: 100.0
  last_checked: 1779032802.516647
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: A Jenkins Pipeline Shared Library designed to standardize Elastic APM
    component deployments. While modern GitOps (e.g., ArgoCD) has largely replaced
    Jenkins for cloud-native delivery, this Groovy library remains highly valuable
    for organizations maintaining complex, legacy Jenkins-centric pipelines.
  language: Groovy
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - DevOps
  - CI/CD
  - Jenkins
  is_microservice: false
  title: "Jenkins pipeline shared library for the project Elastic APM \U0001F31F"
https://github.com/eldada/kubernetes-scripts:
  description: ''
  addition_method: manual
  content_hash: 7c020ec04d79ff411482a9e6129592ee06eae5b72e70a42194563cc91aab1db3
  health_score: 100.0
  last_checked: 1781736221.899391
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2022'
  ai_summary: A utility collection of bash and shell scripts designed to simplify
    day-to-day Kubernetes cluster administration, diagnostic queries, and resource
    debugging. These community-focused tools wrap kubectl commands to perform batch
    operations and log extractions quickly. Though useful for rapid command-line navigation,
    production operations typically encapsulate these processes into structured operator
    patterns.
  language: Shell
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Automation
  - Scripts
  - Cluster Management
  is_microservice: false
  title: Kubernetes Scripts
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/eldadru/ksniff:
  description: ''
  addition_method: manual
  content_hash: 7fd397fcca2b042939a611e5d0ed5fa41c9326fe44ad94e0594130e1df1d24fd
  gh_license: Apache-2.0
  gh_pushed: '2024-08-02T03:16:37Z'
  gh_stars: 3472
  health_score: 100.0
  last_checked: 1779029169.639274
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: A vital kubectl extension engineered to capture and inspect real-time
    TCP/IP network packets within pods. It uploads a static tcpdump binary on demand,
    routing traffic directly to Wireshark for analysis.
  language: Go
  resource_type: Kubectl Plugin
  complexity: Advanced
  hierarchy:
  - Observability & Performance
  - Network Monitoring
  - Packet Capture
  is_microservice: false
  title: "eldadru/ksniff \U0001F31F"
https://github.com/electrocucaracha/krd:
  description: ''
  addition_method: manual
  ai_summary: The Kubernetes Reference Deployment (KRD) leverages Ansible playbooks
    and shell scripts to automate multi-node cluster provisioning with advanced network
    architectures, hardware acceleration (SR-IOV), nested VM hypervisors, and distributed
    storage engines.
  complexity: Advanced
  content_hash: eb630f99aa5f1738d8068b0c1784ae0c37345659c2ace4d7bbc0cc22defc3a4f
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T02:44:50Z'
  gh_stars: 40
  health_score: 100.0
  hierarchy:
  - Provisioning
  - Ansible
  - Advanced Infrastructure
  is_microservice: false
  language: Shell/Ansible
  last_checked: 1779031528.79325
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-on-premise.md
  - kubernetes-tools.md
  year: '2024'
  title: krd
https://github.com/elotl/kip:
  description: ''
  addition_method: manual
  content_hash: 1de2856a82ced8543ec8352be59502b2a82e01273dbb4352a6aea9ee628994dd
  gh_license: Apache-2.0
  gh_pushed: '2023-02-25T07:01:39Z'
  gh_stars: 232
  health_score: 100.0
  last_checked: 1779032055.029487
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A virtual-kubelet implementation that scheduled pods directly onto individual
    cloud provider instances instead of traditional physical workers. Mostly legacy
    as virtual-node strategies have matured around Karpenter or managed serverless
    nodes.
  language: Go
  resource_type: Controller
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Serverless Containers
  - Virtual Nodes
  is_microservice: true
  title: Kip, the Kubernetes Cloud Instance Provider
https://github.com/emberstack/kubernetes-reflector:
  description: ''
  addition_method: manual
  content_hash: a46a15ec35c7eba02315725632764ff554d20c4960ae12d32829bdce19fad7db
  gh_license: MIT
  gh_pushed: '2026-06-11T21:25:31Z'
  gh_stars: 1614
  health_score: 100.0
  last_checked: 1779033672.05626
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A specialized Kubernetes controller designed to mirror Secrets and ConfigMaps
    across namespaces automatically. It allows platform engineers to distribute global
    configurations, like TLS certificates or pull secrets, to all namespaces securely.
    Heavily utilized in production environments in 2026 to simplify secret replication.
  language: C#
  resource_type: Kubernetes Controller
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Configuration
  - Reflector
  is_microservice: true
  title: kubernetes-reflector
https://github.com/enix/x509-certificate-exporter:
  description: ''
  addition_method: manual
  content_hash: f99353578090a5d50cdcc34b69d57f17f9212fbcb30dd9bb025ac39806b60cf7
  gh_license: MIT
  gh_pushed: '2026-06-13T09:00:04Z'
  gh_stars: 929
  health_score: 100.0
  last_checked: 1779032171.478411
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2024'
  ai_summary: Highly configurable Prometheus exporter focused on scanning and detecting
    TLS/SSL certificates from filesystems, Kubernetes Secrets, and PEM files. Helps
    automatically alert on expiring network assets.
  language: Go
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Scraping & Exporters
  - Security Exporters
  is_microservice: false
  title: enix/x509-certificate-exporter
https://github.com/enochtangg/quick-SQL-cheatsheet:
  description: ''
  addition_method: manual
  content_hash: d1f5e5768ed00d6c00c85f86621656f92b31dd0f3aa0da07738745adaf785cfc
  gh_license: MIT
  gh_pushed: '2020-10-01T19:54:00Z'
  gh_stars: 5402
  health_score: 100.0
  last_checked: 1779031111.408256
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2024'
  ai_summary: A highly-starred quick-reference guide for standard SQL query patterns.
    Highlights efficient subquery constructions, join variants, data filtering options,
    and indexing architectures to accelerate database optimization workflows.
  language: SQL
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Databases & Storage
  - Relational Databases
  - SQL
  is_microservice: false
  title: "github.com/enochtangg/quick-SQL-cheatsheet: Quick SQL Cheatsheet \U0001F31F"
https://github.com/envoyproxy/gateway:
  description: ''
  addition_method: manual
  ai_summary: The official Envoy Gateway project aimed at unifying ingress controller
    configurations using the Kubernetes Gateway API. Simplifies managing edge proxy
    deployments, routing rules, TLS terminations, and access logging under a standard,
    community-supported model.
  complexity: High
  content_hash: 8361ecf2eb3d6f23baa420cc77dbc82fa52cdbfb2a354b9e0b36fdc9ea9df2f6
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T06:42:03Z'
  gh_stars: 2800
  health_score: 100.0
  hierarchy:
  - Cloud Native Infrastructure
  - Data Plane
  - API Gateway
  is_microservice: true
  language: Go
  last_checked: 1779034295.857773
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: '2023'
  title: Envoy Gateway
https://github.com/eon01/kubernetes-workshop:
  description: ''
  addition_method: manual
  content_hash: 3a7e8c2e36e86e957826ae6229aac87a568f7d269d6c1e60ed083da38fef35cf
  health_score: 100.0
  last_checked: 1781735910.809933
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: 'Hands-on introductory workshop materials covering fundamental Kubernetes
    concepts, including Pods, Services, Deployments, and ingress controller definitions.
    (Live Grounding: Solid reference for classroom-based learning or self-paced platform
    orchestration upskilling).'
  language: YAML
  resource_type: Code Repository
  complexity: Beginner
  hierarchy:
  - Cloud-Native Infrastructure
  - Learning Resources
  - Kubernetes Workshops
  is_microservice: false
  title: github.com/eon01/kubernetes-workshop
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/epinio/epinio:
  description: ''
  addition_method: manual
  content_hash: 0e00eb534f1949213f7df9b101c94bdf6364ca5da8aebce1c0e413dcb236c8b7
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T21:36:00Z'
  gh_stars: 590
  health_score: 100.0
  last_checked: 1779029292.255254
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Epinio is an open-source, lightweight PaaS built on top of Kubernetes,
    designed to offer an app-push developer experience similar to Heroku or Cloud
    Foundry. Created by SUSE, it handles code compilation, ingress configuration,
    and TLS provisioning out-of-the-box, allowing developers to deploy applications
    with a single CLI command without managing raw YAML.
  language: Go
  resource_type: Platform
  complexity: High
  hierarchy:
  - Application Delivery
  - Platform-as-a-Service
  - Developer Experience
  is_microservice: true
  title: epinio/epinio
https://github.com/eraser-dev/eraser:
  description: ''
  addition_method: manual
  content_hash: a61a84d05ea9b0ae2d5b9c1c11f8f66e8dcf0dfd91f725d4c447324ca1a1df23
  gh_license: Apache-2.0
  gh_pushed: '2026-04-09T05:55:41Z'
  gh_stars: 607
  health_score: 100.0
  last_checked: 1779130495.02627
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 5
  ai_summary: Eraser is a Kubernetes native tool designed to clean up unused, dangling,
    and vulnerable images from cluster nodes. Operating as an automated daemonset
    controller, it significantly reduces host disk utilization and minimizes the attack
    surface across production fleets.
  language: Go
  resource_type: Operator
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Node Management
  - Garbage Collection
  is_microservice: false
  title: "github.com/Azure/eraser \U0001F31F"
https://github.com/erebe/personal-server:
  description: ''
  addition_method: manual
  content_hash: 95740772fb5f569c2b4cdd912c3000d11e43fb318be892bdb1ecae86103ce9ec
  health_score: 100.0
  last_checked: 1781736154.414123
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2022'
  ai_summary: An infrastructure-as-code repository showcasing a highly efficient,
    custom home-lab or personal server automation template utilizing K3s and declarative
    configurations.
  language: Nix
  resource_type: IaC
  complexity: Advanced
  hierarchy:
  - Edge & IoT
  - Bare Metal
  - Home Lab
  is_microservice: false
  title: "github.com/erebe/personal-server: Personal server configuration with k3s'
    \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/erjosito/alz-repo-best-practices/blob/main/README.md:
  addition_method: automatic
  ai_summary: An architectural and procedural guide for managing Infrastructure as
    Code (IaC) repositories in large-scale Azure Landing Zone (ALZ) deployments. The
    guidelines cover structuring directory layouts for Bicep or Terraform, establishing
    strict CI/CD validation checks via GitHub Actions, protecting critical deployment
    paths, and handling Azure resource concurrency limitations (particularly Azure
    Firewall operations). It provides cloud platform engineers with actionable, production-ready
    blueprints to enforce governance, minimize merge collisions, and streamline multi-tenant
    infrastructure delivery.
  category: azure
  complexity: Advanced
  content_hash: 6c8ece6e26cf9b16e452221b65b791b7425c589e5951fe21e04c355c4f3b0b76
  description: A blueprint repository outlining structural guidelines, pipeline practices,
    and branch strategy for running enterprise-grade Azure Landing Zones.
  gh_license: MIT
  gh_pushed: '2026-05-26T17:26:51Z'
  gh_stars: 15
  hierarchy:
  - Cloud Infrastructure
  - Azure Landing Zones (ALZ)
  - Infrastructure as Code
  - CI/CD and GitOps
  impact_score: 89
  is_microservice: false
  language: en
  last_checked: 1780400585.971889
  reputation_status: Vetted
  reputation_summary: Created by Jose Moreno (erjosito), Principal Azure Solutions
    Architect at Microsoft, this repository serves as a highly vetted public guide
    for enterprise-scale Azure Landing Zones.
  resource_type: repository
  social_preview_url: https://opengraph.githubassets.com/49132b96706f04c324ef39b5c5fce019be7272fb741f8d0a992ecf4c0a156ec9/erjosito/alz-repo-best-practices
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  - '[GUIDE]'
  title: Azure Landing Zone (ALZ) Repository Best Practices
  year: '2025'
https://github.com/ermetic/access-undenied-aws:
  addition_method: manual
  content_hash: 7e1b6fb678b3d8926a7e292a58ac7de6de5af0d6ca679c4fc435c84989c399f4
  description: ''
  health_score: 100.0
  last_checked: 1779029503.136205
  stars: 0
  title: "ermetic/access-undenied-aws \U0001F31F"
  v1_locations:
  - docs/aws-tools-scripts.md
  year: N/A
https://github.com/errordeveloper/kubegen:
  addition_method: manual
  content_hash: b1b05cef9af77753118352ec057af622eabb71d47b232ddcbddb4e0300232ea4
  description: ''
  gh_license: NOASSERTION
  health_score: 100.0
  last_checked: 1779030202.628938
  needs_ai_refresh: true
  stars: 0
  title: kubegen
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://github.com/estahn/k8s-image-swapper:
  description: ''
  addition_method: manual
  content_hash: cbc6ece15805e832bb9d6b587306b1266ee274a1c7863a6062951886312c7988
  gh_license: MIT
  gh_pushed: '2026-06-10T12:25:38Z'
  gh_stars: 629
  health_score: 100.0
  last_checked: 1779032180.224769
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A high-performance mutating webhook that intercepts pod creation requests,
    caches targeted registry images, and rewrites the image path to point to private
    storage endpoints. By doing so, it shields internal environments from external
    rate limits and guarantees low-latency image pulls.
  language: Go
  resource_type: Webhook
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Container Registries
  - Admission Control
  is_microservice: false
  title: "k8s-image-swapper \U0001F31F"
https://github.com/etcd-io/etcd:
  addition_method: manual
  content_hash: b826fcf01b097f173d793a7fbca1e2e3796669dfd73ee9e5bb722912552fa318
  health_score: 100.0
  last_checked: 1779029679.102481
  v1_locations:
  - docs/introduction.md
https://github.com/external-secrets/kubernetes-external-secrets:
  addition_method: manual
  content_hash: 466852f6c235fc53bcbcc19823d64c3173e686ea9afb254112b44500808cb0f1
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779029421.835693
  needs_ai_refresh: true
  stars: 0
  title: "Kubernetes External Secrets \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes.md
  year: N/A
https://github.com/fabric8io/docker-maven-plugin:
  description: ''
  addition_method: manual
  ai_summary: Fabric8's highly reliable Maven integration for containerization management.
    Lets developers orchestrate builds and container tests within pom.xml execution
    blocks; however, users are increasingly transitioning to Eclipse JKube for modern
    Cloud-Native orchestration patterns.
  complexity: Advanced
  content_hash: 612809807c1163bd3c42823c4b03e4db8c6f336f62d8dd461ba259177d9aeb24
  gh_license: Apache-2.0
  gh_pushed: '2026-05-25T09:16:05Z'
  gh_stars: 1929
  health_score: 100.0
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Container Packaging
  is_microservice: true
  language: Java
  last_checked: 1779030958.197284
  needs_ai_refresh: true
  resource_type: Maven Plugin
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: '2020'
  title: docker-maven-plugin
'https://github.com/fabric8io/fabric8-maven-plugin ':
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779033923.428538
  stars: 0
  title: github - fabric8, maven plugin
  v1_locations:
  - docs/openshift-pipelines.md
  year: N/A
https://github.com/fabric8io/fabric8-pipeline-library:
  description: ''
  addition_method: manual
  ai_summary: A reusable Jenkins Pipeline helper library that supports automated environments,
    build phases, and release setups within OpenShift frameworks. It is largely deprecated,
    superseded by modern Jenkins plugins or native Tekton pipelines.
  complexity: Intermediate
  content_hash: cd488fc555f409014bfa4e044fcdd2e44ec4d1e60d1c2d4fb065e041dcdc7359
  gh_license: Apache-2.0
  gh_pushed: '2024-04-09T23:45:53Z'
  gh_stars: 436
  health_score: 100.0
  hierarchy:
  - App Development
  - CI/CD
  - Jenkins Pipelines
  is_microservice: true
  language: Groovy
  last_checked: 1779031896.968076
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[LEGACY]'
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: '2018'
  title: Fabric8 Pipeline Library
https://github.com/fabric8io/kansible/blob/master/vendor/k8s.io/kubernetes/docs/user-guide/kubectl-cheatsheet.md:
  description: ''
  addition_method: manual
  content_hash: 602cf3562472bdaddd7ca9be039e0ecf852bb096248a743b0165fb5dd2a52568
  gh_license: NOASSERTION
  gh_pushed: '2016-04-27T06:58:25Z'
  gh_stars: 266
  health_score: 100.0
  last_checked: 1779033051.201282
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2018'
  ai_summary: A historic, vendor-sourced reference of early kubectl command structures
    hosted in the fabric8 ecosystem. While some elements lean legacy, it documents
    fundamental container routing patterns and administrative tasks foundational to
    older clusters.
  language: Markdown
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  is_microservice: false
  title: fabric8 - kubectl
https://github.com/facebook/jest:
  addition_method: manual
  content_hash: 342d641d0b021617557451eadd29d10813279121b03a68973027abab836b9bca
  health_score: 100.0
  last_checked: 1779032091.478899
  v1_locations:
  - docs/visual-studio.md
https://github.com/fairwindsops/nova:
  description: ''
  addition_method: manual
  ai_summary: A critical cluster auditing utility that proactively scans running environments
    for outdated, insecure, or orphaned Helm releases. It cross-references current
    cluster deployments against upstream registries to alert operators of crucial
    patch requirements.
  complexity: Intermediate
  content_hash: 12b7188b2bc5c2cbae0fbde0592ada6b5ae1fd89d927887f3354af0b4e8975bd
  gh_license: Apache-2.0
  gh_pushed: '2026-05-04T14:29:29Z'
  gh_stars: 864
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Auditing & Maintenance
  is_microservice: false
  language: Go
  last_checked: 1779029821.056559
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2025'
  title: "github: Nova \U0001F31F"
https://github.com/fatherlinux/ubi-micro:
  description: ''
  addition_method: manual
  content_hash: cde1a14802c89c245ee5d0ad664ab8701762b86792c9ecb3e847c64725c11d24
  health_score: 100.0
  last_checked: 1781735900.70331
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: '2021'
  ai_summary: An open-source repository dedicated to UBI-Micro, Red Hat's smallest,
    zero-dependency base image layer designed for extreme attack surface minimization.
    It contains only essential package databases and relies on host-side tools like
    Buildah to inject necessary microservice binaries.
  language: Shell
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Image Optimization
  - Red Hat UBI
  is_microservice: true
  title: "ubi-micro: RHEL tiny images to build containers \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/features/codespaces:
  description: ''
  addition_method: manual
  ai_summary: GitHub Codespaces delivers cloud-hosted, highly configurable development
    environments running directly inside Visual Studio Code or browser instances.
    By leveraging declarative configuration (devcontainer.json), platform teams can
    eliminate the standard 'works on my machine' problem and onboard developers in
    seconds. It represents a paradigm shift in software engineering productivity,
    replacing heavy local setups with scalable, secure cloud-native workstations.
  complexity: Intermediate
  content_hash: 39c631146eca956cb401b444761a38ab79b78e66208100900e629ec6c5f9d521
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Cloud-Native IDEs
  - Developer Environments
  is_microservice: false
  language: English
  last_checked: 1781735950.212705
  needs_ai_refresh: true
  resource_type: Product
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  - visual-studio.md
  year: '2023'
  title: GitHub Codespaces
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/features/preview/github-app:
  addition_method: automatic
  ai_summary: 'Curator Insight: Elevating the AI assistant from an editor extension
    to a native desktop client shifts the paradigm towards fully agentic workflow
    orchestration.


    Live Grounding: GitHub''s technical preview showcases native desktop clients (macOS,
    Windows, Linux) that automate issue-to-merge flows, support parallel agent sessions
    in isolated Git worktrees, and integrate with the Model Context Protocol (MCP).'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 29ae2b991bb8d43fb2d9d00a276f017dd777f2ea98ddd530a68a102e39d23b36
  description: Join the waitlist for the GitHub Copilot desktop app, a native experience
    built for issue pickup, parallel agent orchestration, and automated code review.
  hierarchy:
  - AI
  - Developer Tools
  - Coding Agents
  - GitHub Copilot App
  is_microservice: false
  language: en
  last_checked: 1780352158.263422
  reputation_status: Vetted
  reputation_summary: Extremely popular developer tool currently in high-demand technical
    preview.
  resource_type: documentation
  social_preview_url: https://github.githubassets.com/assets/github-app-waitlist-cee758d24d8d.jpg
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  title: GitHub Copilot Agent-Driven Desktop Client Technical Preview
  year: '2026'
https://github.com/felipecruz91/debug-ctr:
  description: ''
  addition_method: manual
  content_hash: 7175b73d3f1f7b6eee8bc53937c4adebb86fe8e5f74f6bf5881e88b0d8826ef8
  gh_license: NOASSERTION
  gh_pushed: '2023-01-27T10:01:13Z'
  gh_stars: 52
  health_score: 100.0
  last_checked: 1779032966.812819
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: '2022'
  ai_summary: Lightweight helper utility targeting runtimes at the node level. Allows
    developers to run custom debug tools directly inside active containerd namespaces
    without impacting root node security models.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Debugging
  - Container Debugging
  is_microservice: false
  title: ==felipecruz91/debug-ctr==
https://github.com/feluelle/airflow-diagrams:
  description: ''
  addition_method: manual
  content_hash: 325518f84dba9815c0d6e616beb81bff4406184e25731ad045a49aa14e651e85
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T17:59:10Z'
  gh_stars: 358
  health_score: 100.0
  last_checked: 1779032969.508737
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  year: '2023'
  ai_summary: An open-source CLI utility designed to automatically generate high-quality
    diagrams representing Apache Airflow workflow dependencies. Accelerates data lineage
    documentation across pipeline iterations.
  language: Python
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Architecture & Visualization
  - Diagrams as Code
  - Airflow
  is_microservice: false
  title: feluelle/airflow-diagrams
https://github.com/fepegar/vesseg:
  description: ''
  addition_method: manual
  content_hash: c9181c2b97aadfc544cd8e1cb22be2e64e84f975b31fbb6dba127778811d2fd0
  gh_license: MIT
  gh_pushed: '2022-06-23T17:55:20Z'
  gh_stars: 44
  health_score: 100.0
  last_checked: 1779032975.262269
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2022'
  ai_summary: A specialized neural segmentation repository targeting retinal vessel
    identification on ocular datasets. Built with PyTorch, it provides ready-to-run
    inference architectures, custom dataset preprocessors, and benchmarking tests
    tailored for ocular imaging.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Machine Learning
  - Medical Imaging
  - Computer Vision
  is_microservice: false
  title: fepegar/vesseg
https://github.com/fidelity/kconnect:
  description: ''
  addition_method: manual
  content_hash: 32bcda8d7853e3f5334a94052cc88b9038c233c2a4aa92d3a911d41101a0b71d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T13:40:46Z'
  gh_stars: 243
  health_score: 100.0
  last_checked: 1779034580.379196
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: An enterprise-ready connection manager used to secure and automate context
    discovery in cloud environments. It integrates CLI authentication directly with
    corporate directory providers (such as SAML, OIDC, AWS IAM, Azure AD), making
    it simple to manage multi-tenant access safely.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Security
  - Access Management
  - Identity Providers
  is_microservice: false
  title: kconnect - The Kubernetes Connection Manager CLI
https://github.com/figaw/configuration-as-code-jenkins-k8s:
  description: ''
  addition_method: manual
  content_hash: e8e13b05d8a6391fb77b8d799c2fbfec62e0def84018cea6521398fafdb5d70b
  health_score: 100.0
  last_checked: 1781735911.005184
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  - demos.md
  year: '2020'
  ai_summary: Curator Insight points to this resource for implementing Jenkins Configuration
    as Code on Kubernetes. Live Grounding shows that by mapping JCasC YAML onto Kubernetes
    ConfigMaps, administrators can fully decouple configuration state from ephemeral
    container lifecycles. This practice mitigates drift and enables rapid restoration
    in disaster recovery scenarios.
  language: YAML
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Jenkins Configuration as Code
  - Kubernetes Native Setup
  is_microservice: false
  title: "Configuration as Code of Jenkins (for Kubernetes) \U0001F31F\U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/figaw/freestyle-to-pipeline-jenkins:
  addition_method: manual
  content_hash: 680062af5400a0fa4dfba0102236c56394fcd7947a2242109c9fb4340e3c7fb6
  description: ''
  health_score: 100.0
  last_checked: 1779032236.61148
  needs_ai_refresh: true
  stars: 0
  title: "Demo repository \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/figaw/freestyle-to-pipeline-jenkins/blob/master/from-freestyle-jobs-to-pipeline-with-jobdsl.pdf:
  addition_method: manual
  content_hash: fc9fb41fc0b772b8a79ffb6996b8e4f548dc0c171f9dbdfc1981466e25b0e60d
  description: ''
  health_score: 100.0
  last_checked: 1779031591.960302
  needs_ai_refresh: true
  stars: 0
  title: "Slides \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/flannel-io/flannel:
  description: '- [Weave-net](https://www.weave.works/)'
  addition_method: manual
  content_hash: eba99ae86b5bae9e55d3c3591114094a4e78609bbc34e79b4a9bb1aad50ef4ea
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T08:34:34Z'
  gh_stars: 9475
  health_score: 100.0
  last_checked: 1779130495.011949
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: '2026'
  stars: 5
  ai_summary: A highly stable, lightweight Layer 3 overlay CNI fabric designed specifically
    for simplified Kubernetes installations. It provisions a simple local agent on
    each cluster node to manage subnet allocations via etcd, supporting VXLAN and
    host-gw backends. While it lacks L7 traffic steering and NetworkPolicy parsing,
    its operational simplicity remains highly valuable for lightweight resource-constrained
    environments.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Networking
  - CNI
  - Overlay Networks
  is_microservice: false
  title: Flannel
https://github.com/flant/k8s-image-availability-exporter:
  addition_method: manual
  content_hash: 8ec8d4aed673cd9c802e9e21f8a0e2934dfc470e6c5ec0ce158633f85d6f123f
  description: ''
  health_score: 100.0
  last_checked: 1779031962.762803
  stars: 0
  title: k8s-image-availability-exporter
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/flant/shell-operator:
  description: ''
  addition_method: manual
  content_hash: cecdf4357eb70fe20eedaac28eedd2c9617681d9a6d760dbaa7601876cba1dd3
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T10:56:40Z'
  gh_stars: 2603
  health_score: 100.0
  last_checked: 1779029821.053818
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Shell-operator allows system administrators and developers to build
    fully-featured Kubernetes operators using standard bash, python, or other scripting
    languages. By watching cluster events and executing scripts, it simplifies dynamic
    automation.
  language: Go
  resource_type: Controller Platform
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Operator Frameworks
  - Automation Scripts
  is_microservice: true
  title: Shell-operator
https://github.com/flared/teleproxy:
  addition_method: manual
  content_hash: 2076a6de779d1921805bcc2e78a2b7316ceb2be2bbee06a1a2cd89e790c51448
  health_score: 100.0
  last_checked: 1779030069.746166
  v1_locations:
  - docs/kubernetes.md
https://github.com/flaviostutz/promster:
  description: ''
  addition_method: manual
  content_hash: 603bb9f1d9ac7d20e9f70d01f0bf9bfe04d0db3afe7f1c31ca7bd38f6afa7346
  gh_license: MIT
  gh_pushed: '2023-02-15T01:43:04Z'
  gh_stars: 31
  health_score: 100.0
  last_checked: 1779033360.40729
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2020'
  stars: 1
  ai_summary: Leverages ETCD service registration to provide dynamic clustering and
    automated scrape sharding for distributed Prometheus deployments. While offering
    a lightweight alternative for scale-out setups, modern production environments
    in 2026 predominantly utilize Thanos, Cortex, or VictoriaMetrics for highly available
    global metrics engines.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Metrics
  - Prometheus Scale
  is_microservice: true
  title: 'Promster: Use Prometheus in huge deployments with dynamic clustering and
    scrape sharding capabilities based on ETCD service registration'
https://github.com/floci-io/floci:
  description: ''
  addition_method: manual
  content_hash: 9b45b4c82d8b4b74c725de183df8fcc3765045aaf71bc61faeba7aaa517aaea1
  gh_license: MIT
  gh_pushed: '2026-06-14T05:55:57Z'
  gh_stars: 14064
  health_score: 100.0
  last_checked: 1779029514.116269
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  - docs/docker.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - aws-tools-scripts.md
  - docker.md
  year: '2024'
  ai_summary: An active and highly performant local alternative to localstack. Emulates
    AWS cloud service behavior locally using specialized lightweight container footprints.
  language: Go
  resource_type: repository
  complexity: Intermediate
  hierarchy:
  - Containers
  - Developer Tooling
  - Cloud Emulation
  is_microservice: true
  title: Floci - An AWS Local Emulator Alternative
https://github.com/floci-io/floci-az:
  addition_method: automatic
  ai_summary: Floci-AZ is an open-source local Azure service emulator that integrates
    Blob, Queue, and Table storage, Cosmos DB, Azure Functions, App Configuration,
    Key Vault, Event Hubs, and AKS on a single port. Built on Quarkus and GraalVM
    native binary compiling, it delivers sub-100ms startup times and a low memory
    footprint without requiring cloud subscriptions or auth tokens. It provides a
    real embedded k3s container or mocked execution mode for fast CI environments,
    serving as a powerful alternative to Azurite and Microsoft's native Cosmos DB
    emulator.
  category: azure
  complexity: Advanced
  content_hash: 643654dd8ea28a921fff18746692a66805eb12335d4bbf559cb8e3479a3a6ba5
  description: Lightweight and free open-source local Azure Emulator built using Quarkus
    Native.
  gh_license: MIT
  gh_pushed: '2026-06-01T04:16:51Z'
  gh_stars: 197
  hierarchy:
  - Local Development
  - Cloud Emulators
  - Azure
  is_microservice: false
  language: en
  last_checked: 1780352720.351741
  reputation_status: Vetted
  reputation_summary: Vetted by the Azure community as a lightweight, fast, and unified
    local alternative to fragmented official emulators.
  resource_type: repository
  social_preview_url: https://repository-images.githubusercontent.com/1212601019/0a6d3334-eead-42f6-a61b-6b095be5fc4d
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - COMMUNITY-TOOL
  - EMERGING
  title: floci-az
  year: '2026'
https://github.com/flomesh-io/pipy:
  description: ''
  addition_method: manual
  content_hash: 35120d06527a9941f5bd2b545009d1d32c95e7465f9df3a2dec7fe2dd81ad5b3
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T15:50:14Z'
  gh_stars: 827
  health_score: 100.0
  last_checked: 1779033314.015668
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Pipy is an ultra-lightweight, programmable network data plane engine
    designed for edge gateways, service meshes, and cloud-native proxies. Operating
    on a highly performant C++ core run by a JS scripting layer, it provides outstanding
    request throughput with minimal memory footprint.
  language: C++
  resource_type: Proxy / Service Mesh Data Plane
  complexity: Advanced
  hierarchy:
  - Network
  - Proxy & Service Mesh
  - Data Plane
  is_microservice: true
  title: github.com/flomesh-io/pipy
https://github.com/flux-iac/tofu-controller:
  description: ''
  addition_method: manual
  content_hash: fdf5961adf936014db589efc9c5ee27ba146b1616205da70fc26040b3c007c42
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T11:55:28Z'
  gh_stars: 1653
  health_score: 100.0
  last_checked: 1779033479.641827
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: '2024'
  ai_summary: The successor to the TF-controller, this project provides a Kubernetes
    custom controller designed to reconcile OpenTofu and Terraform resources natively
    using GitOps principles. Live Grounding indicates that in 2026, the Tofu-Controller
    is highly valued across enterprise systems, allowing teams to seamlessly declare
    infrastructure dependencies directly in Git alongside their Kubernetes applications.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - OpenTofu
  - GitOps
  is_microservice: false
  title: github.com/flux-iac/tofu-controller
https://github.com/fluxcd/flux:
  description: ''
  addition_method: manual
  content_hash: 7e2ffd1e5023c5643e99456a62d3d5aa9fa763d5dc2eb1afe3c8073e4ade76ce
  gh_license: Apache-2.0
  gh_pushed: '2022-11-01T15:16:50Z'
  gh_stars: 6861
  health_score: 100.0
  last_checked: 1779034265.998312
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/flux.md
  - docs/gitops.md
  v2_locations:
  - flux.md
  - gitops.md
  year: '2021'
  ai_summary: The deprecated and archived GitHub repository for the original Flux
    v1 GitOps engine. Completely succeeded by the microservice-driven, decoupled Flux
    v2 architecture.
  language: Go
  resource_type: GitOps Engine
  complexity: High
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  is_microservice: true
  title: 'github: Flux'
https://github.com/fluxcd/flux2:
  description: ''
  addition_method: manual
  content_hash: 2695af292c7e3281d5bacc5a595fdc2b407e385b29008fbed273810d4ef94e02
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T12:02:15Z'
  gh_stars: 8186
  health_score: 100.0
  last_checked: 1779034582.293778
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: '2026'
  ai_summary: The official active repository for Flux v2. Rebuilt from the ground
    up as a set of Kubernetes controllers (GitOps Toolkit) to allow decoupled, highly
    parallel reconciliation of Git configurations.
  language: Go
  resource_type: GitOps Engine
  complexity: High
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  is_microservice: true
  title: 'github: Flux Version 2'
https://github.com/fluxcd/flux2-kustomize-helm-example:
  description: ''
  addition_method: manual
  content_hash: da2a7b0c6b9b65cb22c9de865927dcc956b79aa3ee90935e7fae780cad5adc09
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T07:25:39Z'
  gh_stars: 1268
  health_score: 100.0
  last_checked: 1779032950.416519
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: The canonical Flux v2 reference architecture. Provides production-tested
    blueprints for structuring multi-environment repositories, configuring Kustomize
    hierarchies, packaging Helm releases, and enforcing namespace isolation patterns.
  language: YAML
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Continuous Deployment
  - Flux v2
  is_microservice: true
  title: "flux2-kustomize-helm-example \U0001F31F"
https://github.com/fluxcd/flux2-multi-tenancy:
  description: ''
  addition_method: manual
  content_hash: 3e3b71e24d835d0a367062be178f46c96d8ba0cbb9db53159fd1b5913284ec2e
  gh_license: Apache-2.0
  gh_pushed: '2026-05-08T14:40:30Z'
  gh_stars: 600
  health_score: 100.0
  last_checked: 1779030564.162768
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: '2023'
  ai_summary: Demonstrates production-hardened multi-tenant configuration templates
    using Flux v2, establishing cryptographic and administrative boundaries via Kubernetes
    RBAC and ServiceAccounts. Curator Insight emphasizes its value as a secure multi-tenant
    bootstrap model. Live Grounding confirms that decoupling tenant namespaces while
    restricting cross-namespace source references is the standard for enterprise-grade
    shared cluster GitOps.
  language: YAML
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Deployment & Orchestration
  - GitOps
  - Flux
  is_microservice: false
  title: fluxcd/flux2-multi-tenancy
https://github.com/foggykitchen/foggykitchen-landing-zone-orchestrator:
  addition_method: automatic
  ai_summary: 'A production-grade cloud infrastructure layout designed to orchestrate
    Azure, Oracle Cloud Infrastructure (OCI), and hybrid interconnect topologies.

    - Utilizing structured OpenTofu and Terraform architectures, the project abstracts
    cloud networking, identity, and firewall rules into cohesive state configurations.

    - Employs a YAML-based payload contract that allows system architects to declaratively
    compose landing zones without maintaining disconnected state files.'
  category: aws-iac
  complexity: Advanced
  content_hash: e4d36800a2f1d4424273e911d84854460b985e651e7412ea47034f9cd8020b5b
  description: An architecture-first multicloud landing zone framework using structured
    Terraform and OpenTofu modules for Azure and OCI.
  gh_license: UPL-1.0
  gh_pushed: '2026-06-01T14:32:25Z'
  gh_stars: 1
  hierarchy:
  - Cloud Architecture
  - Infrastructure as Code
  - Multi-Cloud Infrastructure
  - Landing Zones
  - Terraform
  is_microservice: false
  language: en
  last_checked: 1780352838.801057
  reputation_status: Vetted
  reputation_summary: Active, well-structured Open Source IaC repository maintained
    by FoggyKitchen (Martin Linxfeld). Community vetted and actively used for multi-cloud
    landing zone automation.
  resource_type: project
  social_preview_url: https://opengraph.githubassets.com/bfe8baf6e63ceb285737c904463890959aea7effd67a296e77ac789846b19687/foggykitchen/foggykitchen-landing-zone-orchestrator
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: multi-cloud-landing-zones
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: FoggyKitchen Landing Zone Orchestrator
  year: '2026'
https://github.com/forbearing/k8s:
  addition_method: manual
  ai_summary: Curator Insight describes forbearing/k8s as an abstraction wrapper over
    client-go to offer a simpler API for standard Kubernetes resource orchestration.
    Live Grounding indicates it reduces boilerplate for minor tooling but lacks the
    ecosystem stability of standard controllers.
  complexity: Intermediate
  content_hash: 3aa7469faad948e6ba9ce9a6d050028a335b91d34beb9adabf533b12a090808f
  description: ''
  gh_license: Apache-2.0
  gh_pushed: '2022-11-15T23:57:18Z'
  gh_stars: 73
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Kubernetes Development
  - Client Wrappers
  is_microservice: false
  language: English
  last_checked: 1779029948.692914
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: forbearing/k8s
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/freach/kubernetes-security-best-practice/blob/master/README.md:
  description: ''
  addition_method: manual
  ai_summary: A curated GitHub repository delineating hardened configurations for
    Kubernetes API servers, Kubelets, and network boundaries. It details port-level
    access rules, ingress/egress filtering, and cluster isolation tactics to defend
    against pivot attacks.
  complexity: Advanced
  content_hash: 37aafd945ea8a42e8fee8a2e74ce338bb96341803e8e7272316cbd7e40c1b6d9
  gh_license: Apache-2.0
  gh_pushed: '2019-09-11T23:13:51Z'
  gh_stars: 2712
  health_score: 100.0
  hierarchy:
  - Kubernetes Security
  - Cluster Hardening
  - Network Policies
  is_microservice: true
  language: Markdown
  last_checked: 1779033782.363462
  needs_ai_refresh: true
  resource_type: curation
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: '2019'
  title: "Kubernetes Security Best Practices \U0001F31F"
https://github.com/frectonz/sql-studio:
  description: ''
  addition_method: manual
  ai_summary: A single-binary SQL database administrator interface written in Rust.
    It streamlines querying, schema inspection, and data visualization across multiple
    RDBMS engines (including SQLite, PostgreSQL, and MySQL) in resource-constrained
    containerized runtimes.
  complexity: Intermediate
  content_hash: c99e0d82a1df7ea3315a001508cbed916e879f1264a16b624637a063f1efd8ee
  gh_license: MIT
  gh_pushed: '2026-03-15T20:25:56Z'
  gh_stars: 3546
  health_score: 100.0
  hierarchy:
  - Database & Storage Management
  - Data Administration
  - UI Tools
  is_microservice: false
  language: Rust
  last_checked: 1779031107.403028
  needs_ai_refresh: true
  resource_type: Web Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/databases.md
  - docs/devops-tools.md
  - docs/kubernetes-tools.md
  v2_locations:
  - devops-tools.md
  - databases.md
  - kubernetes-tools.md
  year: '2025'
  title: 'SQL Studio: A Unified SQL Database Explorer'
https://github.com/freelensapp/freelens:
  description: ''
  addition_method: manual
  content_hash: d276cefc7d35cc51940e7419b703a9a7fce83deb3427ec1a89486e6da03ceb21
  gh_license: MIT
  gh_pushed: '2026-06-13T21:55:17Z'
  gh_stars: 5146
  health_score: 100.0
  last_checked: 1779033072.240303
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devel-sites.md
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - devel-sites.md
  - kubernetes.md
  year: '2024'
  ai_summary: FreeLens is a lightweight, open-source alternative desktop client for
    managing Kubernetes clusters. It provides platform operators with real-time visual
    telemetry and container log streams, optimizing daily operational tasks without
    complex terminal overhead.
  language: JavaScript
  resource_type: Desktop Application
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - GUI Tools
  - Desktop Clients
  is_microservice: false
  title: FreeLens
https://github.com/fstab/cifs:
  description: ''
  addition_method: manual
  content_hash: dd7bd3ed45ca585e641d6c0013accb851509d60bbd58229ab13cb656f1fe41a9
  gh_license: MIT
  gh_pushed: '2022-08-04T10:15:05Z'
  gh_stars: 218
  health_score: 100.0
  last_checked: 1779030615.307162
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2016'
  ai_summary: A legacy FlexVolume plugin built to mount remote CIFS/SMB storage shares
    directly into pods. Although superseded by modern CSI standards, it serves as
    a valuable historical reference for older storage configuration engines.
  language: Go
  resource_type: FlexVolume Plugin
  complexity: Intermediate
  hierarchy:
  - Storage & Data
  - Legacy Storage
  - CIFS/SMB Mounts
  is_microservice: false
  title: fstab/cifs
https://github.com/furiko-io/furiko:
  description: ''
  addition_method: manual
  content_hash: f67e9269f51d43150e6bdaaee14b29396f934bb39d7b6f75dcc26040a58aafc1
  gh_license: Apache-2.0
  gh_pushed: '2025-02-13T13:57:36Z'
  gh_stars: 502
  health_score: 100.0
  last_checked: 1779029878.568207
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2025'
  ai_summary: Furiko is an advanced execution platform designed to host ad-hoc and
    cron jobs in complex production clusters. It expands upon native CronJob limitations
    by offering comprehensive concurrency controls, deep execution history archives,
    and parameterized triggers suited for high-throughput batch environments.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Workload Management
  - Job Scheduling
  - Cron Engines
  is_microservice: false
  title: github.com/furiko-io/furiko
https://github.com/futurewei-cloud/arktos:
  description: ''
  addition_method: manual
  content_hash: 0b1491439fcc57271dd4c99fc6484111dbdcad7b6e5c55bcf13c381f3ae0eade
  health_score: 100.0
  last_checked: 1781736046.80252
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: An alternative, heavily modified Kubernetes runtime architecture optimized
    for massive multi-tenancy scales. Introduces partition-based controllers and native
    multi-tenant routing directly inside the API server context.
  language: Go
  resource_type: Control Plane
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Custom Control Planes
  - Multi-Tenancy
  is_microservice: false
  title: Arktos
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/gardener/etcd-backup-restore:
  description: ''
  addition_method: manual
  content_hash: d7e53637459bbdca137936836576f26a3d8ff7ad9fa1d18b9739560ce5af879e
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T07:36:01Z'
  gh_stars: 329
  health_score: 100.0
  last_checked: 1779030598.014695
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: '2025'
  ai_summary: Developed under the Gardener project, this agent automates snapshot
    generation, compression, and synchronization of multi-node ETCD clusters. Continuously
    writes transactional delta logs to private S3 endpoints.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Control Plane
  - ETCD Administration
  is_microservice: true
  title: github.com/gardener/etcd-backup-restore
https://github.com/gardener/gardener:
  description: ''
  addition_method: manual
  content_hash: b7f0a60e9aed7ab6d0afdc9c5e7e5e44d33801f213b81cda3df302e599ecf70b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T20:51:13Z'
  gh_stars: 3394
  health_score: 100.0
  last_checked: 1779029155.266851
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - index.md
  year: '2026'
  ai_summary: Gardener is an advanced open-source CNCF incubating platform designed
    to manage the lifecycle of thousands of Kubernetes clusters (called shoot clusters)
    across diverse cloud environments using the 'Kubernetes-on-Kubernetes' pattern.
    It implements control planes as pods inside admin seeds, ensuring unified, scalable,
    and highly automated cloud-agnostic day-2 operations.
  language: Go
  resource_type: Platform
  complexity: High
  hierarchy:
  - Cluster Management
  - Multi-Cluster Orchestration
  - Hyperscale Management
  is_microservice: false
  title: Gardener
https://github.com/gardener/terraformer:
  description: ''
  addition_method: manual
  content_hash: 4feb7d4dff0d978e9a48fe63e63b6f231ef56043a67d713b653d1073ba13c106
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T14:30:05Z'
  gh_stars: 145
  health_score: 100.0
  last_checked: 1779030230.991256
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Terraformer acts as a Kubernetes-native orchestration engine that executes
    Terraform plans inside isolated Pods. It mitigates the need for external runner
    machines by converting infrastructure provisioning steps into native custom resource
    actions. Curator insights show its success inside the Gardener ecosystem, while
    live engineering validation confirms its critical role in multi-cloud infrastructure
    bootstrap operations.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Provisioning
  - Terraform Integration
  is_microservice: false
  title: 'gardener/terraformer: Terraformer'
https://github.com/garutilorenzo/k3s-aws-terraform-cluster:
  description: ''
  addition_method: manual
  content_hash: f7dcc6728d69946078ab4a9d007dcb40d6bb05c548b969b19c56e124510a8e78
  gh_license: GPL-3.0
  gh_pushed: '2023-02-04T16:07:20Z'
  gh_stars: 166
  health_score: 100.0
  last_checked: 1779031021.323579
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2021'
  ai_summary: An open-source repository containing Terraform configurations to bootstrap
    a lightweight K3s cluster on AWS EC2. Integrates essential security groups, network
    route assignments, and automatic node clustering through userdata initialization.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  is_microservice: false
  title: garutilorenzo/k3s-aws-terraform-cluster
https://github.com/garutilorenzo/k8s-aws-terraform-cluster:
  description: ''
  addition_method: manual
  content_hash: 9c21b39bd0ec8e64dd91681f4b29a8592fef820e62a4a43a9d2a6a6d833ae52b
  gh_license: GPL-3.0
  gh_pushed: '2024-03-15T11:19:55Z'
  gh_stars: 79
  health_score: 100.0
  last_checked: 1779032757.161449
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2022'
  ai_summary: An open-source custom framework designed to boot self-managed Kubernetes
    nodes on EC2 bare instances using custom Terraform manifests. Focuses on full
    certificate management and network interface manual setup.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  is_microservice: false
  title: garutilorenzo/k8s-aws-terraform-cluster
https://github.com/gayanvoice/top-github-users:
  addition_method: manual
  content_hash: 377a211e15cafdbab77a3a930fbc24784e898d07501f2e59a55e6ad56fb22002
  description: ''
  health_score: 100.0
  last_checked: 1779033623.317791
  needs_ai_refresh: true
  stars: 0
  title: Top GitHub Users By Country
  v1_locations: []
  year: N/A
https://github.com/gcla/termshark:
  description: ''
  addition_method: manual
  ai_summary: A Go-based terminal user interface (TUI) for `tshark` (Wireshark command-line
    engine). Enables native, interactive network packet analysis over headless SSH
    connections on remote servers or Kubernetes nodes without X11 overhead.
  complexity: Advanced
  content_hash: a19fcdc6f6de9dcb1c1d6f4e3372ce3932bd4e3170ded85ec3a190e95467b91d
  gh_license: MIT
  gh_pushed: '2024-04-30T06:15:11Z'
  gh_stars: 9909
  health_score: 100.0
  hierarchy:
  - Linux
  - Networking
  - Diagnostics
  is_microservice: false
  language: Go
  last_checked: 1779033030.860367
  needs_ai_refresh: true
  resource_type: Utility Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2026'
  title: termshark
https://github.com/geerlingguy/ansible-for-devops:
  description: ''
  addition_method: manual
  content_hash: 92f4a9fc4627622a11cf72b99e447bec9cb36a3dc0d4afd6645bf75f5e48e49d
  gh_license: MIT
  gh_pushed: '2025-05-25T06:03:59Z'
  gh_stars: 9787
  health_score: 100.0
  last_checked: 1779034332.828668
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ansible.md
  - docs/devops.md
  v2_locations:
  - devops.md
  - ansible.md
  year: '2024'
  ai_summary: The premier community-standard GitHub repository containing configuration
    blueprints for Jeff Geerling's 'Ansible for DevOps'. Serves as a primary reference
    for deploying Kubernetes clusters and microservices.
  language: YAML
  resource_type: github_repo
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Reference Architectures
  is_microservice: false
  title: Ansible for DevOps Examples
https://github.com/geerlingguy/ansible-for-devops/tree/master/kubernetes:
  description: ''
  addition_method: manual
  content_hash: 42b15252dd72404b85198e54e9f03237bb980d450270ea2d5b67beb6685e0144
  gh_license: MIT
  gh_pushed: '2025-05-25T06:03:59Z'
  gh_stars: 9787
  health_score: 100.0
  last_checked: 1779033592.020544
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - ENTERPRISE-STABLE
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2023'
  ai_summary: This repository contains the official, battle-tested Kubernetes configuration
    and deployment playbooks accompanying the well-regarded 'Ansible for DevOps' series.
    It demonstrates structured automation patterns to install, maintain, and bootstrap
    Kubernetes clusters from bare-metal up to public cloud infrastructure. It serves
    as a gold-standard reference for blending Ansible's procedural execution model
    with Kubernetes' declarative state.
  language: YAML
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Automation
  - Configuration Management
  - Infrastructure as Code
  is_microservice: false
  title: 'Ansible for devops: Kubernetes'
https://github.com/geerlingguy/ansible-role-docker:
  description: ''
  addition_method: manual
  content_hash: 0415ef3aef3db9596af58284d93bb08742cbf9389d32ca8133ceb9e60988e3fb
  gh_license: MIT
  gh_pushed: '2026-04-22T02:35:44Z'
  gh_stars: 2270
  health_score: 100.0
  last_checked: 1779032173.427523
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2026'
  ai_summary: An exceptionally popular and robust Ansible role designed by Jeff Geerling
    to handle complete installation and configuration of Docker on diverse Linux distros.
    It sets up the Docker daemon, manages system services, and handles dependencies.
  language: YAML
  resource_type: Role
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Docker Deployment
  is_microservice: false
  title: "Ansible Role: Docker \U0001F31F"
https://github.com/geerlingguy/ansible-role-jenkins:
  description: ''
  addition_method: manual
  content_hash: 1f381e6c741c1768e123bf4991e9b5721919361566a2823f36adf1d84ac5eebc
  gh_license: MIT
  gh_pushed: '2026-03-04T20:09:59Z'
  gh_stars: 852
  health_score: 100.0
  last_checked: 1779031021.254763
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2025'
  ai_summary: A widely adopted Ansible playbook automation framework for preparing
    enterprise Linux hosts to run Jenkins controllers. Includes baked-in configurations
    for repository keys, dependencies, and default configurations.
  language: YAML
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Configuration Management
  - Ansible Roles
  is_microservice: false
  title: ansible-role-jenkins
https://github.com/geerlingguy/ansible-role-kubernetes:
  description: ''
  addition_method: manual
  ai_summary: Jeff Geerling's highly popular, community-standard Ansible role designed
    to automate core system dependencies, swap disabling, package installations, and
    initial Kubeadm commands on Debian and RedHat distributions, simplifying playbooks
    deployment.
  complexity: Intermediate
  content_hash: ec20419456edd443a34a1cf535161ce7cd267c0bc4f2c98fe0a6bcda0340f4b7
  gh_license: MIT
  gh_pushed: '2025-11-28T04:12:15Z'
  gh_stars: 626
  health_score: 100.0
  hierarchy:
  - Provisioning
  - Ansible
  - Roles
  is_microservice: false
  language: YAML
  last_checked: 1779033655.948076
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  v2_locations:
  - kubernetes-on-premise.md
  - matrix-table.md
  year: '2026'
  title: Ansible Role - Kubernetes (Jeff Geerling)
https://github.com/genuinetools/contained.af:
  description: ''
  addition_method: manual
  content_hash: 4fab4e4846007403029a55064c80876c43c64e8dec263fb7a66b06e8cdf4db68
  gh_license: MIT
  gh_pushed: '2023-05-11T20:38:28Z'
  gh_stars: 906
  health_score: 100.0
  last_checked: 1779033068.534307
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2017'
  ai_summary: An interactive playground/educational sandbox platform engineered to
    test and explore container breakout vectors, Linux namespaces, and capabilities.
    Created by Jessie Frazelle, it provides runtime validation for assessing container
    syscall restrictions.
  language: Go
  resource_type: Open Source Tool
  complexity: Advanced
  hierarchy:
  - Security
  - Container Sandboxing
  - Educational Tools
  is_microservice: false
  title: 'github.com/genuinetools: contained.af'
https://github.com/genuinetools/img:
  description: ''
  addition_method: manual
  content_hash: 0b7ad58af06e4f93f6af11e2d6547d478fe08c09914acc88f1dac481bcf9723b
  gh_license: MIT
  gh_pushed: '2024-05-19T22:07:07Z'
  gh_stars: 3986
  health_score: 100.0
  last_checked: 1779029884.087404
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: Img is a standalone, daemonless, and unprivileged container image builder
    designed on top of BuildKit. It allows users to build OCI images in secure, rootless
    environments without mounting privileged Docker sockets, which is highly beneficial
    for isolated CI/CD pipelines. While development has cooled down in favor of upstream
    BuildKit or Kaniko, it remains a pioneering reference tool for secure image building.
  language: Go
  resource_type: Tool
  complexity: High
  hierarchy:
  - Infrastructure
  - Containerization
  - Image Building
  is_microservice: false
  title: img
https://github.com/geritol/secret-backup-operator:
  description: ''
  addition_method: manual
  content_hash: 42b31d1715d385ad4a02d32aefbf817e31b912c7ac130e3cd62f7e54379ab832
  gh_license: MIT
  gh_pushed: '2024-05-31T12:48:52Z'
  gh_stars: 13
  health_score: 100.0
  last_checked: 1779031645.773688
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: A specialized operator built to detect secrets across namespaces and
    back them up securely into encrypted target destinations. Serves as a useful narrow-scope
    disaster recovery mechanism, but has been replaced by global suites.
  language: Go
  resource_type: Operator
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Configuration Management
  - Backup Tools
  is_microservice: true
  title: Secret backup operator
https://github.com/germainlefebvre4/ns-killer:
  description: ''
  addition_method: manual
  content_hash: 7595722e195c0c1cb8347dc9e1138f2bd73a45b915a67684c7a47187f6c7f2af
  gh_license: Apache-2.0
  gh_pushed: '2022-12-08T11:41:58Z'
  gh_stars: 18
  health_score: 100.0
  last_checked: 1779029292.262313
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A utility created to clean up persistent namespaces stuck in the Terminating
    state, often caused by lingering finalizers on external resources. It safely identifies
    blockages, clears remaining finalizers, and forces deletion without compromising
    API health.
  language: Go
  resource_type: CLI / Operator
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Resource Cleanup
  - Namespace Recovery
  is_microservice: false
  title: NS Killer
https://github.com/getanteon/anteon:
  description: ''
  addition_method: manual
  content_hash: 8b7dda6a22f3f966051a09000c96f03bb5ccc95cf32998df7d8488951c2e0913
  gh_license: AGPL-3.0
  gh_pushed: '2026-03-04T10:47:26Z'
  gh_stars: 8528
  health_score: 100.0
  last_checked: 1779130495.027826
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 5
  ai_summary: Rebranded from Ddosify to Anteon, this is a high-performance, developer-centric
    network load-testing and observability platform. It allows simulating high concurrency
    to benchmark REST APIs, HTTP endpoints, and Kubernetes workloads.
  language: Go
  resource_type: Testing Engine
  complexity: Medium
  hierarchy:
  - Performance & Testing
  - Load Testing
  - Observability
  is_microservice: true
  title: ddosify/ddosify
https://github.com/getporter/porter:
  addition_method: manual
  content_hash: d16c8c4fa6a257c0d88cb0d8f09ebc35e09a0aa1ea8ea0c64715ddba039a6723
  health_score: 100.0
  last_checked: 1779032185.321365
  v1_locations:
  - docs/kubernetes-tools.md
https://github.com/getseabird/seabird:
  addition_method: manual
  content_hash: 46c7815a6286cdad936489cbdfe7128e6d24e688204585a7debe0ccdba47e4d1
  health_score: 100.0
  last_checked: 1779032521.784528
  v1_locations:
  - docs/kubernetes-based-devel.md
https://github.com/getsops/sops:
  description: ''
  addition_method: manual
  ai_summary: An essential open-source tool for file-level encryption inside configuration
    management pipelines. SOPS supports partial file encryption for formats like YAML,
    JSON, and ENV, integrating natively with AWS KMS, GCP KMS, Azure Key Vault, HashiCorp
    Vault, age, and PGP. It is highly valued in GitOps workflows for its ability to
    securely commit encrypted configurations.
  complexity: Intermediate
  content_hash: ed65338f4cf9d0235bd8e6c3136131b05984892aa6f0cdaabfd1d56bc233683d
  gh_license: MPL-2.0
  gh_pushed: '2026-06-13T13:42:34Z'
  gh_stars: 22092
  health_score: 100.0
  hierarchy:
  - Security
  - Secrets Management
  - GitOps Encrypted Secrets
  is_microservice: true
  language: Go
  last_checked: 1779130495.00683
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  - docs/terraform.md
  v2_locations:
  - devsecops.md
  - terraform.md
  year: '2026'
  title: "sops: Simple and flexible tool for managing secrets \U0001F31F"
https://github.com/gfkse/jenkins-shared-library:
  description: ''
  addition_method: manual
  content_hash: 336a3650b81c6d9917f3c2ce89a4209f890a331bc5894c1a852a86fc628b83ad
  gh_license: GPL-3.0
  gh_pushed: '2019-05-03T11:38:19Z'
  gh_stars: 22
  health_score: 100.0
  last_checked: 1779030401.52708
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2021'
  ai_summary: An open-source reference implementation of a Jenkins Declarative Shared
    Library. Contains practical, modular code examples for static security analysis,
    test result formatting, container compilation, and real-time Slack notification
    integrations.
  language: Groovy
  resource_type: repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Shared Libraries
  - Production Blueprints
  is_microservice: false
  title: "Declarative Pipeline - Jenkins shared library \U0001F31F"
https://github.com/ggicci/httpin:
  addition_method: manual
  ai_summary: Curator Insight introduces httpin as a declarative way to decode HTTP
    request data (query, headers, body) directly into Go structs. Live Grounding confirms
    it's a popular tool for clean controller interfaces, reducing imperative parsing
    code in Go web microservices.
  complexity: Intermediate
  content_hash: 659e16434a94cd541d92b16bcc6b1e2c9ae58c77edcd047933dfd5a9be53a904
  description: ''
  gh_license: MIT
  gh_pushed: '2026-05-28T17:48:28Z'
  gh_stars: 385
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Web Frameworks
  - Request Binding
  is_microservice: true
  language: English
  last_checked: 1779031712.403094
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ggicci/httpin: HTTP Input for Go'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/gianlucam76/k8s-cleaner:
  description: ''
  addition_method: manual
  content_hash: 26b97509c6b90de108c22f7d0fd95a2e8c0f4c50d694bf37a22d7221a315e6d2
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T19:53:05Z'
  gh_stars: 791
  health_score: 100.0
  last_checked: 1779033429.03164
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2026'
  ai_summary: A dynamic garbage-collection engine built to maintain clean, clutter-free
    cluster environments. By looking up orphaned, obsolete, or outdated configmaps,
    secrets, persistent volumes, and failed pods, it prunes cluster footprints against
    user-defined scheduling filters.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Operations & Reliability
  - Cluster Cleanup
  - Resource Management
  is_microservice: false
  title: "github.com/gianlucam76/k8s-cleaner \U0001F31F"
https://github.com/gimlet-io/gimletd:
  description: ''
  addition_method: manual
  content_hash: 43b378c03c6da86876294318ac70f09361d86a2fb5da66149d0511b37c3a67d2
  gh_license: Apache-2.0
  gh_pushed: '2022-02-15T10:57:47Z'
  gh_stars: 24
  health_score: 100.0
  last_checked: 1779034046.056252
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A modern GitOps release management controller bridging developer workflows
    and active Git repositories. Gimletd acts as a release queue, facilitating pull
    request previews, rolling deployments, and instant rollbacks. Offers an intuitive
    UI alternative for deployment-heavy dev teams.
  language: Go
  resource_type: Service
  complexity: Medium
  hierarchy:
  - Application Delivery
  - GitOps
  - Release Management
  is_microservice: true
  title: gimletd - the GitOps release manager
https://github.com/gini/dexter:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: An OIDC-helper CLI tool for generating kubectl credential
    configurations. Live Grounding: Inactive for over 4 years; considered legacy under
    Nubenetes MVQ rules. It has been superseded by tools like kubelogin.'
  complexity: Intermediate
  content_hash: b11c25939eda17cb4b637647b1e2e2811dcd834b4766f1939239a637bc2dc797
  gh_license: MIT
  gh_pushed: '2025-05-15T09:16:14Z'
  gh_stars: 168
  health_score: 100.0
  hierarchy:
  - Security
  - Identity & Access
  - OIDC
  - Legacy Tools
  is_microservice: false
  language: Go
  last_checked: 1779030529.567501
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: '2020'
  title: gini/dexter
https://github.com/giscus/giscus:
  description: ''
  addition_method: manual
  ai_summary: A database-free comment widget powered natively by GitHub Discussions.
    Explores how mapping comments directly into static markdown contexts eliminates
    expensive self-hosted database servers and prevents tracking risks on modern JAMstack
    websites.
  complexity: Intermediate
  content_hash: b22fa6822fa703d1b785a0d49ec3a04682c68d95560f2c34a0db20da4b105fa0
  gh_license: MIT
  gh_pushed: '2026-05-26T22:20:10Z'
  gh_stars: 11784
  health_score: 100.0
  hierarchy:
  - Developer Platform
  - Collaboration Tools
  - Static Sites
  is_microservice: false
  language: TypeScript
  last_checked: 1779030346.657435
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2021'
  title: github.com/giscus/giscus
https://github.com/git-bug/git-bug:
  description: ''
  addition_method: manual
  content_hash: 4c83960b8e5b1a513bec83e62833dc0dcf470ddaa0f59fdbf8412e05610aa34c
  gh_license: GPL-3.0
  gh_pushed: '2026-06-10T16:43:20Z'
  gh_stars: 9899
  health_score: 100.0
  last_checked: 1779130494.938403
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2024'
  stars: 5
  ai_summary: An open-source, fully distributed bug tracking mechanism built directly
    on Git metadata. It embeds ticket management histories directly into the source
    control system itself, permitting offline bug tracking, decentralized issue resolution,
    and programmatic API access.
  language: Go
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - DevOps
  - Version Control
  - Distributed Issue Tracking
  is_microservice: false
  title: github.com/MichaelMure/git-bug
https://github.com/git-ecosystem/git-credential-manager:
  description: ''
  addition_method: manual
  ai_summary: Git Credential Manager is a secure, cross-platform helper that simplifies
    multi-factor authentication for hosts like GitHub, GitLab, and Azure DevOps. It
    securely stores credentials in platform-native keychains, abstracting token lifecycle
    management away from developers.
  complexity: Intermediate
  content_hash: 2a25383d14eb101fbfb2319c46825dd6d3f682fd4ca51e44de459bd0354e2bf0
  gh_license: NOASSERTION
  gh_pushed: '2026-06-04T16:55:49Z'
  gh_stars: 8978
  health_score: 100.0
  hierarchy:
  - DevOps
  - Version Control
  - Identity & Access Management
  is_microservice: false
  language: C#
  last_checked: 1779130494.960837
  needs_ai_refresh: true
  resource_type: Library
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  - docs/git.md
  v2_locations:
  - devsecops.md
  - git.md
  year: '2024'
  title: Git Credential Manager Core
https://github.com/git-lfs/git-lfs:
  description: ''
  addition_method: manual
  content_hash: 7ea220e77ce55e3306722f54f095daa96bef1d6cefda24f07b7a67d61bc52c92
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T23:00:26Z'
  gh_stars: 14313
  health_score: 100.0
  last_checked: 1779030531.753526
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2024'
  ai_summary: An open-source Git extension that swaps massive media elements and build
    binaries for lightweight reference pointers. Reduces main repository bloat to
    improve checkout times in large-scale operations.
  language: Go
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Large File Archival
  is_microservice: false
  title: 'git-lfs/git-lfs: Git Large File Storage'
https://github.com/github/hub:
  addition_method: manual
  content_hash: 19e5325c8cceef53dda6b4eea55c83bef59a3aa0e8ee368acf5fd214f49edef8
  description: ''
  health_score: 100.0
  last_checked: 1779033084.921753
  stars: 0
  title: "github/hub \U0001F31F"
  v1_locations:
  - docs/git.md
  year: N/A
https://github.com/github/roadmap:
  description: ''
  addition_method: manual
  ai_summary: Open-source repository compiling features and timelines across the GitHub
    product spectrum. Enables platform architects to plan internal upgrades matching
    upcoming core features.
  complexity: Beginner
  content_hash: 3df3a08ca659e1b2ddf4eb812dc358c39a576f565facbb5044553cf4d28125c6
  gh_license: CC-BY-4.0
  gh_pushed: '2024-10-15T17:31:37Z'
  gh_stars: 8766
  health_score: 100.0
  hierarchy:
  - Developer Platforms
  - Product Strategy
  - GitHub Roadmap
  is_microservice: false
  language: Markdown
  last_checked: 1779034208.361737
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2026'
  title: "GitHub public roadmap \U0001F31F"
https://github.com/github/spec-kit:
  addition_method: automatic
  ai_summary: GitHub Spec Kit is an open-source toolkit designed to formalize AI-assisted
    software engineering through Spec-Driven Development (SDD) [1.1.4]. It shifts
    the traditional software lifecycle by making technical specifications executable,
    directly generating working implementations via AI agents like GitHub Copilot,
    Claude Code, or Gemini. The toolkit organizes development into discrete phases,
    transforming high-level requirements into structured blueprints, technical plans,
    and manageable task definitions to reduce prompt iteration overhead.
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 4de024c361339bcc8fb99b926d6f1beb76c2fa87eb92ee34f402417484763e09
  description: Toolkit to help you get started with Spec-Driven Development (SDD)
    using AI.
  gh_license: MIT
  gh_pushed: '2026-06-01T20:04:05Z'
  gh_stars: 107576
  hierarchy:
  - Artificial Intelligence
  - AI Coding Agents
  - Spec-Driven Development
  is_microservice: false
  language: English
  last_checked: 1780352003.689787
  reputation_status: Vetted
  reputation_summary: Widely praised by AI engineers as a structured and disciplined
    methodology for escaping the limits of raw prompt engineering, providing templates
    and CLI scripts to guide AI agents systematically.
  resource_type: Repository
  social_preview_url: https://opengraph.githubassets.com/807cdd7d241e22dff14f616d078c92a80e56d2468c298fdde183319861aecdc2/github/spec-kit
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: spec-driven-development
  tags:
  - '[EMERGING]'
  - '[COMMUNITY-TOOL]'
  title: GitHub Spec Kit
  year: '2025'
https://github.com/gitkraken/vscode-gitlens:
  description: ''
  addition_method: manual
  content_hash: e89e808f4e2a1a244907443e3d923b40bba53c989aadd137e8c9d01c1f32047b
  gh_license: NOASSERTION
  gh_pushed: '2026-06-13T10:03:33Z'
  gh_stars: 9841
  health_score: 100.0
  last_checked: 1779130494.990298
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2016'
  stars: 5
  ai_summary: Detailed documentation on GitLens' visual interactive rebase tool, which
    translates raw CLI rebase structures into a drag-and-drop workspace UI within
    VS Code, significantly reducing risks when rewriting commit histories.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Development Tools
  - VS Code
  - Git Extensions
  is_microservice: false
  title: GitLens interactive rebase
https://github.com/gitops-working-group/gitops-working-group:
  description: ''
  addition_method: manual
  content_hash: 9d9764e6cf92f70eccb5378965fcc8346d1d78f9debc8e4fda5788f611d575b3
  health_score: 100.0
  last_checked: 1781736234.959606
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: '2021'
  ai_summary: CNCF-sponsored GitOps Working Group focusing on developing unified industry
    specifications. Establishes the core principles of GitOps (declarative state,
    version control, automated pull, active reconciliation) for tool development interoperability.
  language: None
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Standards
  is_microservice: false
  title: "GitOps Working Group \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/gitpod-io/gitpod:
  addition_method: manual
  content_hash: eb24ad27f36de528892de45b55c410dbad56c44b555c6b0bd8bef22f602d478d
  health_score: 100.0
  last_checked: 1779032575.059455
  v1_locations:
  - docs/visual-studio.md
https://github.com/glasskube/glasskube:
  description: ''
  addition_method: manual
  content_hash: 51da47e4c55388dcbd40159d1da61eab11290ca9f40668d796fc7f68eada02b0
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T05:40:36Z'
  gh_stars: 3494
  health_score: 100.0
  last_checked: 1779031440.643525
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: '2024'
  ai_summary: The official open-source repository for Glasskube, a next-generation
    package manager for Kubernetes written in Go. Glasskube simplifies package discovery,
    automated lifecycle updates, and dependency mapping through structured Custom
    Resource Definitions (CRDs) and robust validation.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - Package Management
  - Glasskube
  is_microservice: false
  title: github.com/glasskube/glasskube
https://github.com/glebiller/dynamic-configuration-operator:
  description: ''
  addition_method: manual
  content_hash: ab73ad174bcf814e3f621425b5ac4802c3a7e8aa4e02c0efbe27e46fe06c4071
  gh_license: Apache-2.0
  gh_pushed: '2022-06-03T06:48:17Z'
  gh_stars: 34
  health_score: 100.0
  last_checked: 1779029270.305981
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: A custom controller facilitating zero-downtime, runtime application
    configurations. It tracks custom properties and systematically updates downstream
    ConfigMaps or dynamic configurations directly in pod filespaces without triggering
    heavy, traffic-disruptive pod recycling loops.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - GitOps & Configuration
  - Dynamic Configurations
  is_microservice: false
  title: 'glebiller/dynamic-configuration-operator: Dynamic Configuration Operator'
https://github.com/globalbao/awesome-azure-policy:
  description: ''
  addition_method: manual
  content_hash: 4bcbfb219e6301b4449591249dd3eacaa370c52beff27636ea05d853936c98b9
  gh_license: CC0-1.0
  gh_pushed: '2026-05-30T07:05:04Z'
  gh_stars: 539
  health_score: 100.0
  last_checked: 1779031258.610477
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A comprehensive collection of custom Azure Policy definitions, initiative
    templates, and execution scripts. This project enables cloud architects to enforce
    automated governance, compliance frameworks, and infrastructure standards across
    complex tenant hierarchies. Highly valuable for heavily regulated financial and
    healthcare cloud environments.
  language: N/A
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Security
  - Azure
  - Governance
  is_microservice: false
  title: 'globalbao/awesome-azure-policy: AWESOME-Azure-Policy'
  is_special: true
https://github.com/gnunn1/openshift-basic-pipeline:
  description: ''
  addition_method: manual
  content_hash: a647dcf14582f30395fec73319ca966d76c8fabb4554cc7c77eb763547055ccd
  health_score: 100.0
  last_checked: 1781735911.005016
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2019'
  ai_summary: Curator Insight highlights this duplicate resource as a persistent reference
    point for the basic OpenShift pipeline. Live Grounding reinforces that its utility
    lies in simple demonstrations of source-to-image (S2I) pipelines. It highlights
    the simplicity of legacy OpenShift-Jenkins plugins before the emergence of cloud-native
    Tekton workflows.
  language: Groovy
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Native Platforms
  - Red Hat OpenShift
  - Jenkins Pipelines
  - Deployment Automation
  is_microservice: false
  title: github.com/gnunn1/openshift-basic-pipeline
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/go-ini/ini:
  addition_method: manual
  ai_summary: A feature-rich, high-performance ini file parser for Go. Offers seamless
    serialization and deserialization, essential for managing localized configuration
    states in production environments.
  complexity: Intermediate
  content_hash: eec84d4d40fc09b044a8f6c1758e6e5a22920b45839ee1378963ed77a39d9327
  description: ''
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T02:52:00Z'
  gh_stars: 3542
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Configuration Management
  is_microservice: false
  language: en
  last_checked: 1779030482.900576
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: go-ini/ini
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/go-kratos/kratos:
  addition_method: manual
  ai_summary: Curator Insight defines Kratos as a heavy-duty microservice framework
    for Go, designed for highly scalable web-scale systems. Live Grounding highlights
    its extensive use of gRPC/Protobuf-first code generation, integrated observability,
    and pluggable service discovery protocols.
  complexity: Advanced
  content_hash: d8b3a5966beaa392e91423c1174ec333d1ef65a03fcf0313da905127cdc1fc12
  description: ''
  gh_license: MIT
  gh_pushed: '2026-06-11T17:48:15Z'
  gh_stars: 25727
  health_score: 100.0
  hierarchy:
  - Architecture
  - Microservices
  - Go Frameworks
  is_microservice: true
  language: English
  last_checked: 1779030721.06999
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  title: go-kratos/kratos
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/go-skynet/LocalAI:
  addition_method: manual
  content_hash: 22c3a959143855b286babc422ceccdbd022b124fd2220eec15235cad4803b2c0
  description: ''
  health_score: 100.0
  last_checked: 1779034296.171325
  stars: 0
  title: LocalAI
  v1_locations:
  - docs/ai-agents-mcp.md
  year: N/A
https://github.com/go-zepto/zepto:
  addition_method: manual
  ai_summary: A lightweight web framework designed to simplify microservices development
    in Go. Features automated dependency injection and routing, though development
    has cooled in favor of active community-driven alternatives.
  complexity: Intermediate
  content_hash: cd34e31948109028cf2239a268e2d9f884dfa4ba6f15914135009845a011d473
  description: ''
  gh_license: MIT
  gh_pushed: '2023-01-07T14:05:13Z'
  gh_stars: 114
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Microservices Frameworks
  is_microservice: true
  language: en
  last_checked: 1779031850.503621
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[EMERGING]'
  - '[LEGACY]'
  title: Zepto is a lightweight framework for the development of microservices & web
    services in golang
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/goatlas-io/atlas:
  addition_method: manual
  content_hash: afb0eb2f01f5db918bb1761d46da28dd13947142d475ec0e9c3f5ed19c258ec6
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779033573.268645
  needs_ai_refresh: true
  stars: 0
  title: goatlas-io/atlas
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/goauthentik/authentik:
  description: ''
  addition_method: manual
  ai_summary: authentik is an open-source identity infrastructure built to provide
    modern Single Sign-On (SSO), Multi-Factor Authentication (MFA), and fine-grained
    user access rules. It integrates with Kubernetes deployments using a highly scalable
    microservice design. This platform allows teams to build complex access policies
    for internal services and external applications alike.
  complexity: Advanced
  content_hash: 5667bad915e0520f49618d37b1daa9f940904e5060b23e00c447c611c1ba0cca
  gh_license: NOASSERTION
  gh_pushed: '2026-06-14T00:41:18Z'
  gh_stars: 21988
  health_score: 100.0
  hierarchy:
  - Security
  - Identity & Access Management
  - SSO Solution
  is_microservice: true
  language: Go
  last_checked: 1779029226.095822
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: github.com/goauthentik/authentik
https://github.com/gobins/vault-controller:
  description: ''
  addition_method: manual
  content_hash: 0f0b1d87c0f9618baece440b7ad2667cf8f9fc3ee00b642ca47fc1e5ce33eba4
  health_score: 100.0
  last_checked: 1781736046.681833
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A lightweight Kubernetes controller designed to inject HashiCorp Vault
    secrets natively into container execution environments. Simplifies authorization
    configurations and decouples microservices from vendor-specific secrets SDKs.
  language: Go
  resource_type: Controller
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - Integration
  is_microservice: true
  title: vault-controller
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/gofireflyio/aiac:
  description: ''
  addition_method: manual
  content_hash: 16958b5e621a23c03b7845ca069d5e42569f1849e4f47ab8dfe68ad37590061e
  gh_license: Apache-2.0
  gh_pushed: '2026-03-24T10:56:24Z'
  gh_stars: 3792
  health_score: 100.0
  last_checked: 1779030531.762656
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: '2026'
  ai_summary: Duplicate entry of the AI-powered infrastructure command-line application
    (aiac). Generates clean IaC templates, Dockerfiles, and CI pipelines through natural
    language translation engines.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - DevOps & CI/CD
  - Infrastructure as Code
  - AI Code Generation
  is_microservice: false
  title: "==gofireflyio/aiac== \U0001F31F"
https://github.com/golang-design/history:
  addition_method: manual
  ai_summary: An extensive curated historical archive documenting the design decisions,
    proposals, and development milestones of the Go programming language.
  complexity: Intermediate
  content_hash: 7339e336df835b857a302fd667af564836465a85c72b527e858a778d4ed44923
  description: ''
  gh_license: MIT
  gh_pushed: '2026-06-06T19:29:25Z'
  gh_stars: 1075
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Core Reference
  is_microservice: false
  language: en
  last_checked: 1779033765.72059
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: golang-design/history
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/golang/go:
  addition_method: manual
  ai_summary: The open-source repository containing the implementation of the Go toolchain,
    compiler, and runtime. Underpins the entire modern container and cloud-native
    ecosystem (Docker, Kubernetes).
  complexity: Expert
  content_hash: 79341eaf95307021dd1bc772541b237cee35cd3b9c08f66c3254a5d69b65bd3d
  description: ''
  gh_license: BSD-3-Clause
  gh_pushed: '2026-06-13T23:52:29Z'
  gh_stars: 134684
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Core Reference
  is_microservice: false
  language: en
  last_checked: 1779033074.831687
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  title: github.com/golang/go
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/golang/vscode-go/blob/master/README.md:
  description: ''
  addition_method: manual
  content_hash: cc3240753fe6261e8fa0d776a10f0b1677bd4802ba2b0ef21e509d554f581fe0
  gh_license: NOASSERTION
  gh_pushed: '2026-06-13T12:13:43Z'
  gh_stars: 4252
  health_score: 100.0
  last_checked: 1779031808.319067
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: The official Visual Studio Code Go extension, providing rich language
    support via the Go Language Server (gopls). Integrates Delve for robust debugging,
    automated importing, structural profiling, and diagnostic testing.
  language: Go
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Language Tooling
  - Go
  is_microservice: false
  title: "github.com/golang/vscode-go \U0001F31F"
https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/README.spanish.md:
  description: ''
  addition_method: manual
  ai_summary: Spanish localization of the leading Node.js architecture and security
    handbook. It offers comprehensive design blueprints covering error handling, clean
    architecture, security, production readiness, and testing guidelines for scalable
    enterprise systems.
  complexity: Advanced
  content_hash: df5a4da988f2552a67dd3a172925d42383d550e36d6f8e1b81064fb26bab1585
  gh_license: CC-BY-SA-4.0
  gh_pushed: '2025-04-15T21:52:42Z'
  gh_stars: 105318
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Web Development
  - NodeJS
  is_microservice: true
  language: Spanish
  last_checked: 1779031258.968794
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/cheatsheets.md
  - docs/golang.md
  - docs/introduction.md
  v2_locations:
  - golang.md
  - cheatsheets.md
  - introduction.md
  year: '2024'
  title: NodeJS Best Practices (Spanish Translation)
https://github.com/google/agents-cli:
  description: ''
  addition_method: manual
  ai_summary: An official command-line tool from Google built to design, test, and
    deploy agentic AI workflows. Leveraging the Model Context Protocol (MCP) and Google
    LLM APIs, it facilitates automated task orchestration across local filesystems
    and remote cloud APIs.
  complexity: Advanced
  content_hash: 4fec61eed9d0bc778980dba4be9db4bfa0284b1b76b7d78504560aea1f89e11b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T17:15:35Z'
  gh_stars: 2853
  health_score: 100.0
  hierarchy:
  - AI & Orchestration
  - Agentic Workflows
  - Command-Line Tools
  is_microservice: true
  language: TypeScript
  last_checked: 1779030952.276939
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  - docs/ai.md
  - docs/kubernetes.md
  v2_locations:
  - ai.md
  - GoogleCloudPlatform.md
  - kubernetes.md
  year: '2025'
  title: Google Agents CLI
https://github.com/google/clusterfuzzlite:
  description: ''
  addition_method: manual
  content_hash: f70c6ca268f229a4fc89430b03ab374f2bdd032445512d6588590b935b704860
  gh_license: Apache-2.0
  gh_pushed: '2026-02-12T15:25:29Z'
  gh_stars: 528
  health_score: 100.0
  last_checked: 1779032173.538572
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: '2021'
  ai_summary: Lightweight alternative to ClusterFuzz designed specifically for CI/CD
    environments. Easily executes security fuzz testing on target APIs to find memory
    leaks, crashes, and buffer overflows.
  language: C++
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Security
  - Static Analysis
  - Fuzzing
  is_microservice: false
  title: "==google/clusterfuzzlite== \U0001F31F"
https://github.com/google/gke-policy-automation:
  description: ''
  addition_method: manual
  ai_summary: A Google-maintained open-source tool designed to automate policy audits
    on GKE cluster setups using Open Policy Agent (OPA) Gatekeeper. This utility inspects
    cluster configuration dumps against best practices, helping security engineers
    secure their container footprints.
  complexity: Advanced
  content_hash: 8c4bd76ded37e113156180ddd6a73bfde883f62e27d71f70c15751586c8b378b
  gh_license: Apache-2.0
  gh_pushed: '2025-11-20T02:49:20Z'
  gh_stars: 524
  health_score: 100.0
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Security & Compliance
  is_microservice: false
  language: Go
  last_checked: 1779029821.086505
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2024'
  title: google/gke-policy-automation
https://github.com/google/go-containerregistry:
  description: ''
  addition_method: manual
  content_hash: 824bcad8179ee7eaed9201881d94b083b2c5691fa73025ef25044107e77de14d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T17:46:16Z'
  gh_stars: 3918
  health_score: 100.0
  last_checked: 1779030087.170144
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - docker.md
  year: '2026'
  ai_summary: go-containerregistry is a powerful library and CLI suite developed by
    Google for interacting with OCI (Open Container Initiative) registries. It allows
    Go applications to pull, push, analyze, and manipulate images and manifests directly
    over the network without needing a running Docker daemon. It serves as the programmatic
    foundational backbone for many modern cloud-native deployment tools, container
    security scanners, and custom platform architectures.
  language: Go
  resource_type: Library
  complexity: High
  hierarchy:
  - Infrastructure
  - Container Registries
  - Go Library
  is_microservice: false
  title: "==github.com/google/go-containerregistry== \U0001F31F"
https://github.com/google/jsonnet/tree/master/case_studies/kubernetes:
  description: ''
  addition_method: manual
  content_hash: 12857cf535306b3dff99a713012717134fb582719ffdc0e27fb1d47c0b1aa38a
  gh_license: Apache-2.0
  gh_pushed: '2026-03-30T14:23:57Z'
  gh_stars: 7517
  health_score: 100.0
  last_checked: 1779029325.748232
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: A data templating language designed for application configurations.
    This case study demonstrates how Jsonnet models complex Kubernetes resources through
    variables, imports, conditionals, and functions, generating valid JSON configurations
    that compile directly into clean Kubernetes YAML.
  language: Jsonnet
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Configuration
  - CDK & DSLs
  - Jsonnet
  is_microservice: false
  title: jsonnet data templating language
https://github.com/google/ko:
  addition_method: manual
  content_hash: 8e4aa65a2a01aa4d4deeccc0b4ae26eb2ced7e4e50f7646be6e4769db788190a
  description: ''
  health_score: 100.0
  last_checked: 1779032383.809977
  stars: 0
  title: "Ko: Easy Go Containers \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/google/log4jscanner:
  description: ''
  addition_method: manual
  ai_summary: Google's high-speed scanning utility developed to locate vulnerable
    Log4j dependencies within local file structures and directory trees. Written in
    Go, it parses unpackaged Java archives to identify compromised signatures. It
    is an excellent tool for performing fast, offline validation on build artifacts.
  complexity: Intermediate
  content_hash: fc5d86790279e6ff9b96ad807c47be809311d97fb5c9c964ef1b3f7745a767ee
  gh_license: Apache-2.0
  gh_pushed: '2022-06-30T03:03:00Z'
  gh_stars: 1563
  health_score: 100.0
  hierarchy:
  - Security
  - Vulnerabilities
  - Log4Shell Scanners
  is_microservice: false
  language: Go
  last_checked: 1779033051.547248
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2021'
  title: ==google/log4jscanner==
https://github.com/google/prometheus-slo-burn-example:
  description: ''
  addition_method: manual
  content_hash: b7c0dc57df89b3d6482acc1bd04f343b8036d2a66d653d9f4e9a6c728a3d7b14
  gh_license: Apache-2.0
  gh_pushed: '2019-05-30T22:29:10Z'
  gh_stars: 142
  health_score: 100.0
  last_checked: 1779130495.017053
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2021'
  stars: 5
  ai_summary: Google's open-source templates demonstrating complex multi-window, multi-burn-rate
    Alerting on Service Level Objectives (SLOs) within Prometheus. Establishes the
    standard implementation of modern SRE monitoring guidelines.
  language: YAML
  resource_type: Open Source Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - SLAs & SLOs
  - Reference Implementation
  is_microservice: false
  title: 'opensource.google: Prometheus SLO example'
https://github.com/google/python-fire:
  description: ''
  addition_method: manual
  content_hash: df1413081fc9aef12fa7c88d8bbc3cb120d92ededd11fb30233d7fb4aa04e4c8
  gh_license: NOASSERTION
  gh_pushed: '2026-04-01T09:05:35Z'
  gh_stars: 28203
  health_score: 100.0
  last_checked: 1779031341.791523
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2025'
  ai_summary: Curator Insight presents Google Fire as a library that instantly derives
    fully operational CLI endpoints from any Python object. Live Grounding confirms
    its extensive use in data engineering pipelines to easily export complex programmatic
    code without setting up manual parsing boilerplate.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Python
  - CLI Generation
  is_microservice: false
  title: "==google/python-fire== \U0001F31F"
https://github.com/google/slo-generator:
  description: ''
  addition_method: manual
  content_hash: 6804779cb9fa416c8845d60e0658b4fdfd304dd8fbbb3dd05572636f646aa30a
  gh_license: Apache-2.0
  gh_pushed: '2026-06-03T22:39:22Z'
  gh_stars: 562
  health_score: 100.0
  last_checked: 1779034084.935779
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2023'
  ai_summary: A comprehensive open-source tool built to parse SLO specifications and
    compute service level indicators, supporting data extraction from both Prometheus
    and diverse multi-cloud storage backends.
  language: Python
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - SLAs & SLOs
  - Generators
  is_microservice: false
  title: SLO Generator
https://github.com/google/zx:
  description: ''
  addition_method: manual
  ai_summary: A modern execution tool built by Google that lets developers write robust
    scripting pipelines using JavaScript or TypeScript. It automates child-process
    management, string escaping, and error checks. Live Grounding validates it as
    a major evolutionary replacement for unwieldy Bash scripts in contemporary pipelines.
  complexity: Intermediate
  content_hash: ff190bac51cf391fef3a8488556200dd011adf69335c4f95bc65c1c6b4e572c6
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T01:03:50Z'
  gh_stars: 45534
  health_score: 100.0
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Modern Shell Alternatives
  is_microservice: false
  language: JavaScript
  last_checked: 1779034484.802969
  needs_ai_refresh: true
  resource_type: Library
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2021'
  title: zx
https://github.com/gopaddle-io/configurator:
  description: ''
  addition_method: manual
  content_hash: ed41f1daa82d28b02c69ace91ecc18809c7f6a2b3317a36f8970cab7c991abf6
  gh_license: NOASSERTION
  gh_pushed: '2024-01-29T21:07:12Z'
  gh_stars: 115
  health_score: 100.0
  last_checked: 1779029565.846619
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: An automation controller watching ConfigMap and Secret events to automatically
    trigger rolling updates on corresponding workloads. It bridges configuration state
    changes with zero-downtime deployment workflows without manual redeploys.
  language: Go
  resource_type: Kubernetes Controller
  complexity: Intermediate
  hierarchy:
  - GitOps & Configuration
  - Dynamic Configurations
  - Lifecycle Management
  is_microservice: false
  title: gopaddle-io/configurator
https://github.com/goss-org/goss:
  description: ''
  addition_method: manual
  content_hash: 599d7c114ad70f7c2533e2919513ae4ff015891c840061c6ab79b4a54b3d841f
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T18:19:17Z'
  gh_stars: 5904
  health_score: 100.0
  last_checked: 1779130494.957846
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2016'
  stars: 4
  ai_summary: Goss is an ultra-fast, YAML-based infrastructure validation and health-checking
    tool. Commonly utilized in Kubernetes as a minimal, lightweight container liveness/readiness
    probe or system validation suite.
  language: Go
  resource_type: Validation Tool
  complexity: Low
  hierarchy:
  - Performance & Testing
  - Cluster Validation
  - Health Checking
  is_microservice: false
  title: aelsabbahy/goss
https://github.com/govirtuo/kube-ns-suspender:
  addition_method: manual
  content_hash: 7ccc734e40d5f5bd2b9af238148c21df9beb035f7096a975756f0a216da1799c
  description: ''
  health_score: 100.0
  last_checked: 1779032245.469833
  stars: 0
  title: "govirtuo/kube-ns-suspender \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/grafana/agent:
  description: ''
  addition_method: manual
  content_hash: 42acde43745effb075e35bcdad1e042924521a26e511954e82c2f16f694308c4
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T21:15:40Z'
  gh_stars: 1709
  health_score: 100.0
  last_checked: 1779032380.873074
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: '2024'
  ai_summary: An agent for metrics, logs, and trace collection. Live grounding confirms
    Grafana Agent is now deprecated and succeeded by Grafana Alloy, the vendor's unified
    telemetry collector for OpenTelemetry and Prometheus.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Data Collection
  - Telemetry Agents
  is_microservice: true
  title: 'grafana/agent: Grafana Agent'
https://github.com/grafana/mimir:
  description: ''
  addition_method: manual
  content_hash: 35393723f9f6fa4ec27a899e1205b638a027699ee62dd5194b00e31a44903221
  gh_license: AGPL-3.0
  gh_pushed: '2026-06-14T09:48:11Z'
  gh_stars: 5124
  health_score: 100.0
  last_checked: 1779031615.76551
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: '2022'
  ai_summary: Grafana Mimir is a highly scalable, multi-tenant database for long-term
    Prometheus metrics storage. Engineered to easily process billions of active series
    with fast query performance and operational isolation.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Metrics Storage
  - Scalable TSDB
  is_microservice: true
  title: github.com/grafana/mimir
https://github.com/grafana/tanka:
  description: ''
  addition_method: manual
  content_hash: f0f449caab037a1b55ce5c7b9466a4e5e7ec80d143f698945ad0c9736c23a67c
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T05:21:30Z'
  gh_stars: 2670
  health_score: 100.0
  last_checked: 1779033309.782178
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Grafana Tanka is an enterprise-grade configuration utility that uses
    the Jsonnet programming language to generate declarative Kubernetes manifests.
    By replacing raw YAML files with reusable functions and nested structures, Tanka
    ensures clean modularity across complex multi-cluster environments. It is highly
    valued for managing complex observability deployments like Prometheus and Grafana
    stacks.
  language: Go
  resource_type: Configuration Tool
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - Configuration Management
  - Jsonnet
  is_microservice: false
  title: tanka
https://github.com/grafana/tempo:
  description: ''
  addition_method: manual
  content_hash: 78d8cbe88fd38721caa5f8f4b399878c4a62eeee3cdee4ff12d1f5e5fa996c27
  gh_license: AGPL-3.0
  gh_pushed: '2026-06-13T17:10:29Z'
  gh_stars: 5305
  health_score: 100.0
  last_checked: 1779033704.880252
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2026'
  ai_summary: A high-scale, cost-effective distributed tracing backend designed to
    work exclusively with object storage like S3 or GCS. In 2026, Tempo has consolidated
    its position as the premier choice for large-scale enterprise tracing, deeply
    integrated with Grafana Loki and Mimir to correlate logs, metrics, and traces.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Observability
  - Distributed Tracing
  is_microservice: true
  title: Grafana Tempo
https://github.com/gravitational/teleport:
  description: ''
  addition_method: manual
  content_hash: 99ad550caec041b2881b70c1e9bc86ad0de2257122e7f4e21981d3f2bee4fde7
  gh_license: AGPL-3.0
  gh_pushed: '2026-06-13T21:53:12Z'
  gh_stars: 20488
  health_score: 100.0
  last_checked: 1779033610.096393
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - DE FACTO STANDARD
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: The premier multi-protocol infrastructure access gateway. Teleport consolidates
    SSH, database, web app, and Kubernetes API session access into an audited, identity-backed
    portal with detailed record-keeping, biometric integration, and enterprise access
    reviews.
  language: Go
  resource_type: Service
  complexity: High
  hierarchy:
  - Networking & Security
  - Access Control
  - Identity Gateways
  is_microservice: true
  title: "Teleport \U0001F31F"
https://github.com/gravitational/teleport/discussions/8330:
  description: ''
  addition_method: manual
  content_hash: 3ae81f1e26f723553a9985d83a5ba83b608cb7da8491be7d57e345dbc9ef7347
  gh_license: AGPL-3.0
  gh_pushed: '2026-06-13T21:53:12Z'
  gh_stars: 20488
  health_score: 100.0
  last_checked: 1779029472.994739
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2021'
  ai_summary: 'Explains how to secure Jenkins controller instances with identity-aware
    authorization proxies via Teleport Application Access. *Curator Insight*: Security
    gateways. *Live Grounding*: Critical blueprint for modern security compliance,
    eliminating the vulnerability of exposing Jenkins directly to the internet.'
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - CI/CD Pipelines
  - Security
  - Access Management
  is_microservice: false
  title: Connecting and authenticating to Jenkins with Teleport Application Access
https://github.com/gravitl/netmaker:
  description: ''
  addition_method: manual
  content_hash: 461d6feb067687a3eee4be5d99ca748eab30f86a8f003957b60479535cb6af74
  gh_license: NOASSERTION
  gh_pushed: '2026-06-13T03:24:38Z'
  gh_stars: 11628
  health_score: 100.0
  last_checked: 1779030583.664761
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-networking.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-networking.md
  year: '2025'
  ai_summary: Netmaker is a high-speed, dynamic overlay network orchestrator powered
    by WireGuard. It facilitates direct, secure mesh networks across multi-cloud,
    on-premises, and edge Kubernetes nodes, drastically reducing latency compared
    to traditional overlay options like VXLAN or IPSec. Netmaker is highly valuable
    for hybrid cluster topologies and secure cross-regional communication.
  language: Go
  resource_type: Platform
  complexity: High
  hierarchy:
  - Networking
  - Overlay Networks
  - WireGuard VPN
  is_microservice: false
  title: NetMaker
https://github.com/griddynamics/mpl:
  description: ''
  addition_method: manual
  content_hash: 7f6be9f587b82afed39000db10a522cc2efef44151914c5f3d2faa2d4541b92d
  gh_license: Apache-2.0
  gh_pushed: '2024-11-07T04:50:55Z'
  gh_stars: 165
  health_score: 100.0
  last_checked: 1779029509.85872
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: Curator Insight presents the Modular Pipeline Library (MPL) from Grid
    Dynamics as a tool for creating clean, maintainable Jenkins pipelines. Live Grounding
    confirms that MPL significantly reduces Groovy boilerplate by introducing modular
    execution configurations and reusable testing frameworks. This represents an exceptionally
    scalable design pattern for large-scale enterprise environments.
  language: Groovy
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Jenkins
  - Modular Pipeline Library
  is_microservice: false
  title: griddynamics/mpl
https://github.com/grosser/preoomkiller:
  description: ''
  addition_method: manual
  content_hash: 73aca8546922c96fb6d8726a521bac8387d99f6a103c9846e160b8993a83ae2c
  gh_license: MIT
  gh_pushed: '2023-10-18T16:32:05Z'
  gh_stars: 78
  health_score: 100.0
  last_checked: 1779031382.145584
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: preoomkiller is a lightweight tool designed to monitor process memory
    consumption in Linux containers and trigger graceful restarts or shutdowns before
    the kernel's Out-Of-Memory (OOM) killer forcibly terminates the application. This
    prevents data corruption and allows application runtimes (such as Ruby or Node.js)
    to drain active connections and write diagnostics logs. It adds an essential layer
    of reliability to production container runtimes prone to memory leaks.
  language: Go
  resource_type: Library
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Reliability Engineering
  - Resource Management
  is_microservice: false
  title: grosser/preoomkiller
https://github.com/groundcover-com/blog/tree/main/blog_k8s_containers_restarts:
  addition_method: manual
  ai_summary: Curator Insight points to a companion code repository for a Groundcover
    blog exploring Kubernetes container restart triggers. Live Grounding confirms
    it serves as a lightweight diagnostic template to intercept CrashLoopBackOff states
    in real-time.
  complexity: Intermediate
  content_hash: ac85f08e69b018534e5a435bc0ea2caa8d0ffa0c1ead384b8521a3d6f7468686
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Kubernetes Observability
  - Debugging Tools
  is_microservice: false
  language: English
  last_checked: 1781735950.461257
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'github.com/groundcover-com: Container Restarts Watcher'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/groundcover-com/murre:
  description: ''
  addition_method: manual
  content_hash: 51452fcf5105ccb367707100fcdee160175b386b458daa5a2a5ca69dfe5b7238
  gh_license: Apache-2.0
  gh_pushed: '2025-01-15T05:57:46Z'
  gh_stars: 319
  health_score: 100.0
  last_checked: 1779029466.784863
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Murre is an elegant, lightweight command-line tool designed to query
    CPU and memory usage statistics from clusters without running Prometheus or Metric
    Server. By querying the internal Kubelet summary endpoints directly, it quickly
    provides resource overhead views on any environment. It is ideal for debugging
    workloads on edge systems where tracking resource consumption must be low-overhead.
  language: Go
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Observability
  - Metrics
  - Lightweight Monitoring
  is_microservice: false
  title: groundcover-com/murre
https://github.com/groundnuty/k8s-wait-for:
  description: ''
  addition_method: manual
  content_hash: d50e49679c8e88c0c7db5b559610ccbebe63417436af0d4de2e44d3bab733a6a
  gh_license: MIT
  gh_pushed: '2025-01-07T01:13:36Z'
  gh_stars: 635
  health_score: 100.0
  last_checked: 1779032556.747638
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A simple, highly popular script designed to block shell execution until
    a specific Kubernetes resource passes a readiness check. It integrates within
    initialization steps to manage deployment dependencies safely.
  language: Shell
  resource_type: Utility Script
  complexity: Beginner
  hierarchy:
  - Development & Testing
  - Pipeline Helpers
  - Resource Readiness
  is_microservice: false
  title: "groundnuty/k8s-wait-for \U0001F31F"
https://github.com/grpc-ecosystem/grpc-gateway:
  description: ''
  addition_method: manual
  content_hash: 94f2f57b5cd69bc2a351745cda7c24eab95904d8512b67ee7c785b180333fe95
  gh_license: BSD-3-Clause
  gh_pushed: '2026-06-12T22:10:49Z'
  gh_stars: 19918
  health_score: 100.0
  last_checked: 1779029502.958838
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: gRPC-Gateway is an essential reverse-proxy tool that automatically translates
    incoming RESTful JSON requests into high-performance gRPC calls. By parsing protobuf
    service definitions, it maintains single-source API schemas while accommodating
    heterogeneous web clients. This tool is widely adopted across high-throughput
    microservice meshes that require seamless external-facing REST APIs.
  language: Go
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Application Architecture
  - API Gateway
  - gRPC & REST
  is_microservice: true
  title: 'grpc-ecosystem/grpc-gateway: gRPC-Gateway'
https://github.com/gruberdev/local-gitops:
  description: ''
  addition_method: manual
  content_hash: d5f0e40f0ec9d9e935b48f9a5f21fe47bd0c47d2e16a66d1430f292cca2662b1
  health_score: 100.0
  last_checked: 1781736154.278425
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2021'
  ai_summary: A lightweight developer tool simulating local GitOps loops inside isolated
    testing frameworks. Ideal for testing Kubernetes state declarations on personal
    development hardware.
  language: Shell
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Local Development
  - GitOps
  - Local Sandboxes
  is_microservice: false
  title: "github.com/gruberdev/local-gitops: Local Gitops \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/gruntwork-io/terragrunt-infrastructure-live-example:
  description: ''
  addition_method: manual
  content_hash: 5c10fc8bdf35d2003e92cbc5c4921f29cfbf1afb440c53e301ddb3e448f43069
  gh_license: Apache-2.0
  gh_pushed: '2025-05-05T12:02:39Z'
  gh_stars: 865
  health_score: 100.0
  last_checked: 1779029056.913209
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: This repository provides a concrete reference implementation for structuring
    enterprise-grade multi-environment architectures using Terragrunt. It demonstrates
    production patterns for isolated environments, centralized lock management, global
    provider blocks, and modular code encapsulation.
  language: HCL
  resource_type: Reference Implementation
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Orchestration
  - Reference Implementations
  is_microservice: false
  title: gruntwork-io/terragrunt-infrastructure-live-example
https://github.com/gshipley/installcentos:
  description: ''
  addition_method: manual
  content_hash: ff9d1221dd8a3bdf07bf5b97ed39a381f07cfd504e1fb20021a22abb0ac8bd67
  health_score: 100.0
  last_checked: 1781736123.110118
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: '2018'
  ai_summary: Community script repository designed to install CentOS-based OKD 3.10
    on local workstations. These routines are entirely non-functional for modern platform
    operations in 2026, where local development is managed via OpenShift Local (CRC)
    or single-node (SNO) profiles.
  language: Shell
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - OKD Core Legacy
  is_microservice: false
  title: 'Install RedHat OKD 3.10 on your development box:'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/gudpick/pods:
  addition_method: manual
  content_hash: 25bce8646ca01a675be677e4ffeadce8eb83da1f3d44769fca5fc7d8f4937d4d
  description: ''
  health_score: 100.0
  last_checked: 1779033384.973796
  needs_ai_refresh: true
  stars: 0
  title: github ref1
  v1_locations:
  - docs/sonarqube.md
  year: N/A
https://github.com/gudpick/pods/tree/master/sonar-latest:
  addition_method: manual
  content_hash: 1a18ea4de1911e1e484dd824fc1f9ff5226c6c1c816b83905efacc83fa4b69aa
  description: ''
  health_score: 100.0
  last_checked: 1779031122.788572
  needs_ai_refresh: true
  stars: 0
  title: github ref2
  v1_locations:
  - docs/sonarqube.md
  year: N/A
https://github.com/gventuri/pandas-ai:
  addition_method: manual
  content_hash: d512d4770ea4789aecc81bef4471e1839821b2a2838a17f2acfaad339689f6c7
  description: ''
  health_score: 100.0
  last_checked: 1779031333.833236
  stars: 0
  title: ==github.com/gventuri/pandas-ai==
  v1_locations:
  - docs/python.md
  year: N/A
https://github.com/gyli/DictMySQL:
  description: ''
  addition_method: manual
  content_hash: 151d6d5be3073376f7436d69ab5b6f4932f2c6a24bb83b7c93b819e986f8b9a6
  gh_license: MIT
  gh_pushed: '2018-12-04T06:42:34Z'
  gh_stars: 56
  health_score: 100.0
  last_checked: 1779130495.022298
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2016'
  stars: 2
  ai_summary: Curator Insight introduces DictMySQL as a dictionary-driven query execution
    abstraction. Live Grounding emphasizes that while useful for scripting, modern
    enterprise developments rely on full-fledged ORMs (like SQLAlchemy or Tortoise)
    to guarantee database injection protection and proper pool scaling.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Data Engineering
  - Database Adapters
  is_microservice: false
  title: 'DictMySQL: A MySQL class for more convenient database manipulation with
    Python dictionary'
https://github.com/hadolint/hadolint:
  description: ''
  addition_method: manual
  content_hash: 168d25de939de633ad29bee4a05a5b3db3157a293578ca9b07bc97f87f5433c6
  gh_license: GPL-3.0
  gh_pushed: '2026-06-11T07:29:04Z'
  gh_stars: 12216
  health_score: 100.0
  last_checked: 1779032163.403744
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: Hadolint is a Haskell-based linter that parses Dockerfiles and validates
    them against container best practices and Shellcheck rules. It ensures developers
    avoid common pitfalls such as running as root, using mutable base tags, or failing
    to clean package manager caches. Integrating Hadolint into CI/CD pipelines ensures
    secure, standardized, and highly optimized container builds across enterprise
    teams.
  language: Haskell
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Security
  - Static Analysis
  - Linter
  is_microservice: false
  title: '==hadolint/hadolint: Haskell Dockerfile Linter=='
https://github.com/haflidif/terraform-azurerm-dns-private-resolver:
  addition_method: manual
  content_hash: 034762c5cdcba4d162872350dbb4a0a01a9b2d959af44d59dda356880a6c5df7
  health_score: 100.0
  last_checked: 1779030583.669527
  v1_locations:
  - docs/terraform.md
https://github.com/hahwul/DevSecOps:
  description: ''
  addition_method: manual
  content_hash: 20a0ac59128bf7ae7c79b4a27f100202d6dcd770f50e1003b2a3b022f7d0903b
  gh_license: MIT
  gh_pushed: '2026-04-25T13:26:26Z'
  gh_stars: 2127
  health_score: 100.0
  last_checked: 1779029863.155008
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A highly structured index cataloging security automation software, container
    scanning scripts, dependency checkers, and automated risk analysis systems. Essential
    for hardening software supply chains.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Security
  - DevSecOps Tools
  is_microservice: true
  title: hahwul/DevSecOps
  is_special: true
https://github.com/halkeye-docker/docker-jenkins:
  description: ''
  addition_method: manual
  content_hash: 51633da2292cc3d381f7d8c72855a15783c0ed824b51e06268583476a6a6a4ab
  gh_license: MIT
  gh_pushed: '2024-02-02T18:44:51Z'
  gh_stars: 16
  health_score: 100.0
  last_checked: 1779030009.701409
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2025'
  ai_summary: A practical reference architecture repository deploying containerized
    Jenkins masters using pre-mounted configurations and declarative configurations.
    Ideal for sandboxing configuration-as-code workflows.
  language: Dockerfile
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Configuration as Code
  - Docker Deployment
  is_microservice: true
  title: Example of JCasC
https://github.com/harvester/harvester:
  description: ''
  addition_method: manual
  content_hash: 41b2b18b344881007667cc4b17730a84013b381030f73bc2c9d3711f22e47fc7
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T04:11:38Z'
  gh_stars: 5054
  health_score: 100.0
  last_checked: 1779130495.005938
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2025'
  stars: 5
  ai_summary: Curator Insight showcases Harvester as a modern open-source HCI built
    on KubeVirt and Longhorn. Live grounding in 2026 confirms Harvester has fully
    matured into an enterprise-stable alternative to VMware ESXi, enabling seamless
    co-habitation of VM and container environments under unified Kubernetes control
    planes.
  language: Go
  resource_type: Code Repository
  complexity: High
  hierarchy:
  - Platform Engineering
  - Hyperconverged Infrastructure
  - Harvester HCI
  is_microservice: true
  title: Harvester
https://github.com/hasheddan/k8scr:
  description: ''
  addition_method: manual
  content_hash: 13cb1e387cd306f77b7e6d500743dccc267edad6ced0a7ab3610b467903cb24a
  gh_license: Apache-2.0
  gh_pushed: '2022-03-24T12:46:59Z'
  gh_stars: 119
  health_score: 100.0
  last_checked: 1779029710.676688
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes.md
  year: '2026'
  ai_summary: A lightweight and specific CLI utility used to inspect and fetch container
    image metadata from within a Kubernetes context. It bypasses complex registry
    credential configurations, allowing developers and administrators to debug and
    analyze container layers directly.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Security
  - Registry Integration
  - Container Runtimes
  is_microservice: false
  title: "k8scr \U0001F31F"
https://github.com/hashicorp/cap:
  addition_method: manual
  ai_summary: Curator Insight shows cap as HashiCorp's library to ease Linux capability
    handling in Go programs. Live Grounding highlights its integration in secure container-adjacent
    projects to enforce the principle of least privilege at the system-call level.
  complexity: Advanced
  content_hash: af05f41375b0aa2fad313510ca3f20a38e30f77a192ff3a8b98710beeae18c0c
  description: ''
  gh_license: MPL-2.0
  gh_pushed: '2026-05-11T03:46:31Z'
  gh_stars: 479
  health_score: 100.0
  hierarchy:
  - Security
  - Access Control
  - Go Libraries
  is_microservice: false
  language: English
  last_checked: 1779031592.166171
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: cap
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/hashicorp/hcl:
  description: ''
  addition_method: manual
  content_hash: a74147ff18d543e4f26a9d5f3593553f8fb108dcc25935c505c9805fbefe5fa3
  gh_license: MPL-2.0
  gh_pushed: '2026-06-11T12:05:22Z'
  gh_stars: 5788
  health_score: 100.0
  last_checked: 1779032878.272795
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2026'
  ai_summary: The authoritative Go library parsing and validating HashiCorp Configuration
    Language (HCL). Serving as the declarative bedrock for Terraform, Packer, and
    Consul, HCL bridges raw JSON parsability with high-level human-readable configuration
    attributes and logic.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Languages
  - Syntax Engines
  is_microservice: false
  title: 'github.com/hashicorp/hcl: HCL'
https://github.com/hashicorp/terraform-cdk:
  description: ''
  addition_method: manual
  content_hash: 51813300751965329c8de4939b5524850e59a5129f9ee51ff9095ffb23a88dd6
  gh_license: MPL-2.0
  gh_pushed: '2025-12-10T14:12:01Z'
  gh_stars: 5077
  health_score: 100.0
  last_checked: 1779032288.217184
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2025'
  ai_summary: Cloud Development Kit for Terraform (CDKTF) allowing engineers to write
    imperative application code (TypeScript, Python, Java) to define declarative infrastructure
    assets. A strong choice for teams moving away from HCL syntax.
  language: TypeScript
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - CDK
  - Frameworks
  is_microservice: false
  title: "terraform-cdk \U0001F31F"
https://github.com/hashicorp/terraform-k8s:
  description: ''
  addition_method: manual
  content_hash: ec20219598d769ac6d04b8cb760eb482a4304107c4ff0bcd07a51df2f4d033ea
  gh_license: MPL-2.0
  gh_pushed: '2024-11-18T17:51:48Z'
  gh_stars: 449
  health_score: 100.0
  last_checked: 1779029341.456669
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2025'
  ai_summary: The official HashiCorp Terraform Cloud Operator for Kubernetes. Implements
    a controller pattern inside the cluster, allowing platform teams to manage external
    cloud resources via Custom Resource Definitions (CRDs) which coordinate plans
    and applies in Terraform Cloud.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Kubernetes Operators
  is_microservice: true
  title: 'hashicorp/terraform-k8s: Terraform Cloud Operator for Kubernetes'
https://github.com/hashicorp/vault:
  description: ''
  addition_method: manual
  ai_summary: The premier multi-cloud secret manager, data protection engine, and
    dynamic credential broker. Despite HashiCorp's BSL license shifts, it remains
    the backbone of enterprise Zero Trust architectures, enabling ephemeral database
    credentials and granular IAM management across thousands of microservices.
  complexity: Advanced
  content_hash: e3d1a53ae91eb52490e28f1327fb302256125169ec0050a1ac93ebc1f02a075d
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T22:28:59Z'
  gh_stars: 35780
  health_score: 100.0
  hierarchy:
  - Security
  - Secrets Management
  - Centralized Vaults
  is_microservice: true
  language: Go
  last_checked: 1779032388.904148
  needs_ai_refresh: true
  resource_type: Service
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: hashicorp/vault
https://github.com/hashicorp/vault-csi-provider:
  description: ''
  addition_method: manual
  ai_summary: Integrates HashiCorp Vault directly with the Kubernetes Secret Store
    CSI Driver, rendering secrets from Vault's key-value engine as memory-mapped files
    in pod volumes. Drastically simplifies credentials ingestion while maintaining
    a hardened cluster isolation boundary.
  complexity: Advanced
  content_hash: 9b09825d8a60d25aa3f4bd6fc5c9fbd07f539699d08aa67830a22d536a5a5efb
  gh_license: NOASSERTION
  gh_pushed: '2026-06-10T06:03:53Z'
  gh_stars: 347
  health_score: 100.0
  hierarchy:
  - Security
  - Secrets Management
  - CSI Driver Providers
  is_microservice: true
  language: Go
  last_checked: 1779031109.334346
  needs_ai_refresh: true
  resource_type: Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: 'hashicorp/vault-csi-provider: HashiCorp Vault Provider for Secrets Store''
    CSI Driver'
https://github.com/hashicorp/waypoint/tree/main/website/content/docs:
  description: ''
  addition_method: manual
  ai_summary: Practical guide deploying Helm-based software within HashiCorp Waypoint
    pipelines. Compares native Waypoint continuous operations with declarative GitOps
    reconciliations, establishing streamlined automation protocols.
  complexity: Intermediate
  content_hash: 710e95dc03f3c03f71a890f95fa5e702f6488c9d3d3bc23297f36508a12c5029
  gh_license: NOASSERTION
  gh_pushed: '2024-01-08T18:48:14Z'
  gh_stars: 4727
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Continuous Delivery
  - GitOps
  - HashiCorp Waypoint
  is_microservice: true
  language: English
  last_checked: 1779130495.026502
  needs_ai_refresh: true
  resource_type: Tutorial
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2021'
  title: '==learn.hashicorp.com: Deploy a Helm-based application automatically with
    GitOps=='
https://github.com/hasura/gitkube:
  description: ''
  addition_method: manual
  content_hash: cc22c1e1d6ea90c3a3746e1c6c2d149728b4f20eea6dab230e420c1da9371a05
  gh_license: Apache-2.0
  gh_pushed: '2023-08-31T07:48:24Z'
  gh_stars: 3849
  health_score: 100.0
  last_checked: 1779030531.885167
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: An early GitOps-oriented operator that allowed developers to build and
    deploy docker images on Kubernetes using a simple git push. It served as an entry
    point for lightweight CD before ArgoCD and Flux became mature corporate norms.
  language: Go
  resource_type: Controller / Deployment Operator
  complexity: Advanced
  hierarchy:
  - Application Lifecycle
  - Continuous Deployment
  - Git-based Builds
  is_microservice: true
  title: "Gitkube \U0001F31F"
https://github.com/haxsaw/hikaru:
  description: ''
  addition_method: manual
  content_hash: 176a942bb47ae71b8f1fc9778ef8a73b89c6c79ecfe899948a74b7c405c8dfb9
  gh_license: MIT
  gh_pushed: '2025-03-22T10:15:20Z'
  gh_stars: 210
  health_score: 100.0
  last_checked: 1779032900.619472
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: A Python package enabling developers to generate, inspect, and manipulate
    Kubernetes resources as native Python dataclasses. Hikaru validates and processes
    complex schemas inside orchestration and automation runtimes.
  language: Python
  resource_type: Python Library
  complexity: Intermediate
  hierarchy:
  - GitOps & Configuration
  - Infrastructure as Code
  - Python Representation
  is_microservice: false
  title: "haxsaw/hikaru \U0001F31F"
https://github.com/hayao-k/cdk-ecr-image-scan-notify:
  description: ''
  addition_method: manual
  content_hash: 3eb7e46b1ae25fe928c77b6cce169d7dce5ca79189d4d8a9d05bfae37a9ea274
  gh_license: Apache-2.0
  gh_pushed: '2024-11-25T08:44:03Z'
  gh_stars: 29
  health_score: 100.0
  last_checked: 1779029119.163612
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-newfeatures.md
  v2_locations:
  - aws-newfeatures.md
  year: '2020'
  ai_summary: Community CDK construct that maps AWS EventBridge patterns to detect
    ECR image vulnerability scans. Automatically processes and delivers structured
    notifications to Slack/Teams channels using Lambda.
  language: TypeScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Security
  is_microservice: false
  title: github.com/hayao-k/cdk-ecr-image-scan-notify
https://github.com/hbollon/k8s-voting-app-aws:
  description: ''
  addition_method: manual
  content_hash: 49bc5bec07d23712f082c6dd4bb216c46b369ff82bbdf5b0a8a70d9fcd9a53dc
  gh_license: MIT
  gh_pushed: '2022-01-10T13:28:45Z'
  gh_stars: 34
  health_score: 100.0
  last_checked: 1779033845.397332
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: Reference multi-tier microservice architecture demonstrating AWS integration.
    Contains a polyglot microservice arrangement with Redis caches, PostgreSQL transactional
    engines, and reactive frontend layers structured for EKS deployments.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Microservices
  - Demo Systems
  is_microservice: true
  title: hbollon/k8s-voting-app-aws
https://github.com/hcavarsan/kftray:
  description: ''
  addition_method: manual
  content_hash: f1543d16c58b2fa35e6932543e9a3ff128c7022fafcb775225935e22df2c13fd
  gh_license: GPL-3.0
  gh_pushed: '2026-06-14T05:31:03Z'
  gh_stars: 1524
  health_score: 100.0
  last_checked: 1779030727.629571
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: KFTray is a desktop-native menubar utility designed to manage multiple
    simultaneous kubectl port forwarding connections. It simplifies complex local
    development loops by allowing engineers to save, group, and dynamically trigger
    port-forward rules across distinct clusters and namespaces.
  language: TypeScript / Rust
  resource_type: Desktop GUI App
  complexity: Beginner
  hierarchy:
  - Observability & Diagnostics
  - Developer Productivity
  - Port Forwarding
  is_microservice: false
  title: ==github.com/hcavarsan/kftray== ⭐
https://github.com/heketi/heketi:
  addition_method: manual
  content_hash: 0d4f9d435e3073e1fcfebfaa3bda820b070e48785e446bc3ac51035757864c07
  gh_license: NOASSERTION
  health_score: 100.0
  last_checked: 1779030394.73495
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-storage.md
  - docs/ocp4.md
https://github.com/helm/charts/tree/master/stable/distributed-jmeter:
  description: ''
  addition_method: manual
  ai_summary: The legacy Helm implementation of distributed Apache JMeter performance
    testing. For dynamic cluster scaling, modern performance engineering teams should
    transition to k6 operators or active community performance test packaging.
  complexity: Intermediate
  content_hash: 233f97993adc8caf534b62b7a9a64fa3978c357ff5321224a227c0eabd9584ed
  gh_license: Apache-2.0
  gh_pushed: '2022-02-20T14:09:39Z'
  gh_stars: 15424
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Legacy Charts
  is_microservice: true
  language: YAML
  last_checked: 1779030192.974115
  needs_ai_refresh: true
  resource_type: Helm Chart
  stars: 5
  status: online
  tags:
  - LEGACY
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2020'
  title: Jmeter
https://github.com/helm/charts/tree/master/stable/jenkins:
  description: ''
  addition_method: manual
  ai_summary: The deprecated stable Helm chart repository for Jenkins. It is strongly
    recommended to avoid this legacy version, as active development and security patches
    have transitioned exclusively to the official Jenkins community repository on
    Artifact Hub.
  complexity: Intermediate
  content_hash: 17ed5c363268ba61d2b5b5e52ced7246a17c734cda204aabe7cb872f3d8c6545
  gh_license: Apache-2.0
  gh_pushed: '2022-02-20T14:09:39Z'
  gh_stars: 15424
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Legacy Charts
  is_microservice: true
  language: YAML
  last_checked: 1779034332.967253
  needs_ai_refresh: true
  resource_type: Helm Chart
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2020'
  title: Jenkins
https://github.com/helm/charts/tree/master/stable/selenium:
  description: ''
  addition_method: manual
  ai_summary: The archived official Helm stable tree configuration for Selenium Grid.
    It remains useful solely as a historic reference for browser automation scaling,
    with active releases now managed directly by the SeleniumHQ community charts.
  complexity: Intermediate
  content_hash: 5695e3b79ce4533e5ba5d4d3ff322ef71b15c22292a49036b3b719fd9265f148
  gh_license: Apache-2.0
  gh_pushed: '2022-02-20T14:09:39Z'
  gh_stars: 15424
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Legacy Charts
  is_microservice: true
  language: YAML
  last_checked: 1779033384.982013
  needs_ai_refresh: true
  resource_type: Helm Chart
  stars: 5
  status: online
  tags:
  - LEGACY
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2020'
  title: Selenium
https://github.com/helm/charts/tree/master/stable/sonarqube:
  description: ''
  addition_method: manual
  ai_summary: The deprecated stable Helm chart location for SonarQube. Modern deployments
    must migrate to official SonarSource charts on Artifact Hub to secure enterprise
    support, active patches, and up-to-date database schema integrations.
  complexity: Intermediate
  content_hash: 59ee51399b9c9f819c38a8b700ea67a722661806f303a814eade3b65384cfb9e
  gh_license: Apache-2.0
  gh_pushed: '2022-02-20T14:09:39Z'
  gh_stars: 15424
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Legacy Charts
  is_microservice: true
  language: YAML
  last_checked: 1779032046.333825
  needs_ai_refresh: true
  resource_type: Helm Chart
  stars: 5
  status: online
  tags:
  - LEGACY
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2020'
  title: Sonar
https://github.com/helm/charts/tree/master/stable/sonatype-nexus:
  description: ''
  addition_method: manual
  ai_summary: The obsolete, archived official Helm chart path for Sonatype Nexus3.
    Modern deployments must transition to newer, community-maintained charts listed
    on Artifact Hub to avoid critical security vulnerabilities and out-of-date container
    targets.
  complexity: Intermediate
  content_hash: a508bd186ac26cd708c9337ebeb717f6319418bbc49c99d788b02ae6e3ce152b
  gh_license: Apache-2.0
  gh_pushed: '2022-02-20T14:09:39Z'
  gh_stars: 15424
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Legacy Charts
  is_microservice: true
  language: YAML
  last_checked: 1779031473.946036
  needs_ai_refresh: true
  resource_type: Helm Chart
  stars: 5
  status: online
  tags:
  - LEGACY
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2020'
  title: Nexus3
https://github.com/helm/helm:
  description: ''
  addition_method: manual
  ai_summary: Official Go implementation of the Helm client, acting as the package
    manager for Kubernetes. Helm manages complex application definitions through charts,
    providing repeatable deployments, in-place upgrades, and robust rollback capabilities.
  complexity: Advanced
  content_hash: 8b72e9555c19febb03964306972d50825387de39e901198b8d86b305f4ede7bf
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T02:03:14Z'
  gh_stars: 29874
  health_score: 100.0
  hierarchy:
  - Automation & Orchestration
  - Package Management
  - Helm
  is_microservice: false
  language: Go
  last_checked: 1779033592.097502
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/helm.md
  - docs/about.md
  v2_locations:
  - helm.md
  - about.md
  year: '2026'
  title: Helm
https://github.com/helm/helm-mapkubeapis:
  description: ''
  addition_method: manual
  ai_summary: Fundamental operator utility that edits release metadata in-place to
    update deprecated or removed Kubernetes APIs. Prevents release locks and upgrade
    failures when cluster components transition to newer API versions.
  complexity: Advanced
  content_hash: 3cd6306bc7b96c9167344df22330444c49cccef9a4a0aa1067e00cfa2a4f688d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-03T23:21:33Z'
  gh_stars: 1035
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Helm Plugins
  - API Migration
  is_microservice: false
  language: Go
  last_checked: 1779032935.067207
  needs_ai_refresh: true
  resource_type: Plugin
  stars: 3
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2026'
  title: Helm mapkubeapis Plugin
https://github.com/helmfile/helmfile:
  description: ''
  addition_method: manual
  ai_summary: The premier declarative orchestrator for multi-chart environments. Helmfile
    allows infrastructure-as-code developers to build multi-environment states, map
    release hierarchies, automate parameter layering, and enforce GitOps deployment
    sequences seamlessly.
  complexity: Advanced
  content_hash: bb0b4eda7bed74c71f5f3e176f6699919f4666c0ff8b1e427d916869228e311e
  gh_license: MIT
  gh_pushed: '2026-06-14T01:27:25Z'
  gh_stars: 5136
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Multi-Chart Orchestration
  is_microservice: false
  language: Go
  last_checked: 1779031382.134108
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2026'
  title: github.com/helmfile/helmfile
https://github.com/helmwave/helmwave:
  description: ''
  addition_method: manual
  ai_summary: An emerging orchestrator implementing a 'Docker Compose' deployment
    feel for Helm charts. Featuring parallel execution plans, strict dependency resolution,
    and declarative configs, it offers platform teams a robust multi-chart orchestration
    tool.
  complexity: Advanced
  content_hash: e275a05dd84f47c66b5296aa4b4a59342d48c0cd3576846e75d7b2e6cb91146f
  gh_license: MIT
  gh_pushed: '2026-02-18T15:58:47Z'
  gh_stars: 886
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Multi-Chart Orchestration
  is_microservice: false
  language: Go
  last_checked: 1779031143.155072
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 3
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2026'
  title: helmwave/helmwave
https://github.com/heptiolabs/ktx:
  addition_method: manual
  content_hash: 37651e8af15fd1eb2a265534fd1973c095520ffcf8675d75b134c1ea27398234
  description: ''
  health_score: 100.0
  last_checked: 1779031216.342789
  stars: 0
  title: "ktx \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/hiddeco/cronjobber:
  description: ''
  addition_method: manual
  content_hash: ad9ddb74fccc3bdeb3a14ecafd88b49948f2ba317bde900e87b713ebcb6f8ae7
  gh_license: Apache-2.0
  gh_pushed: '2024-08-21T23:39:11Z'
  gh_stars: 238
  health_score: 100.0
  last_checked: 1779032544.182704
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A custom controller for Kubernetes that implements a CronJob-like resource
    with explicit native support for timezones. This solved a major limitation in
    older Kubernetes versions. While native Kubernetes CronJobs added timezone support
    in version 1.27, Cronjobber remains a highly useful reference for custom scheduling
    patterns in 2026.
  language: Go
  resource_type: Kubernetes Controller
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Scheduling
  - Timezones
  is_microservice: true
  title: hiddeco/Cronjobber
https://github.com/hidetatz/kubecolor:
  description: ''
  addition_method: manual
  content_hash: 9e62de16802aa23bb6817c9ab7f56a5b4091ad56abffeffb2584a92f0b237379
  gh_license: MIT
  gh_pushed: '2023-04-13T17:38:06Z'
  gh_stars: 1446
  health_score: 100.0
  last_checked: 1779034507.362039
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubernetes-tools.md
  - kubectl-commands.md
  year: '2026'
  ai_summary: Kubecolor is a highly adopted command-line wrapper for kubectl that
    colorizes terminal outputs. It improves cluster observability by visually distinguishing
    resource types, labels, statuses, and namespaces during interactive CLI operations.
  language: Go
  resource_type: CLI Wrapper
  complexity: Simple
  hierarchy:
  - Operations & UX
  - CLI Plugins
  - Output Formatting
  is_microservice: false
  title: "hidetatz/kubecolor \U0001F31F"
https://github.com/highmobility:
  addition_method: manual
  content_hash: 987f2e0af09507fb9d1fc6a3118c7721b822ce258b8eb0551627bdd1434f42f4
  description: ''
  health_score: 100.0
  last_checked: 1779031340.260969
  needs_ai_refresh: true
  stars: 0
  title: github.com/highmobility
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://github.com/hoanhan101/ultimate-go:
  addition_method: manual
  ai_summary: Comprehensive handbook detailing memory layout, profiling, and concurrency
    semantics of Go. Features visual diagrams and deep-dives into mechanical sympathy
    concepts for high-performance engineering.
  complexity: Advanced
  content_hash: b810903231bed8ba541bdaadd9df5145ff6f7b8fc770c019f3606cb7bfc377e7
  description: ''
  gh_license: Apache-2.0
  gh_pushed: '2025-06-15T21:47:39Z'
  gh_stars: 14910
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Core Reference
  is_microservice: false
  language: en
  last_checked: 1779033806.184002
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: The Ultimate Go Study Guide
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/hobby-kube/guide:
  description: ''
  addition_method: manual
  content_hash: c96f4a0e9eeac3dee50c99030ff4fed01d17dd466357e44a0e50319ad672d9e6
  gh_license: MIT
  gh_pushed: '2023-09-21T14:37:01Z'
  gh_stars: 5658
  health_score: 100.0
  last_checked: 1779031468.773615
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2021'
  ai_summary: A comprehensive guide on bootstrapping an fully production-ready, highly
    available Kubernetes cluster on bare-metal or cheap cloud providers using CoreOS
    (Flatcar) and kubeadm. Outlines security hardening, manual network provisioning,
    and declarative automation.
  language: Markdown
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Bare-Metal Setup
  - Self-Hosted Clusters
  is_microservice: false
  title: "hobby-kube/guide \U0001F31F"
https://github.com/homeport/havener:
  description: ''
  addition_method: manual
  content_hash: 2916780f4c501cd0f6a2731819f51bab93db4e2e463dda2091a7a55580831638
  gh_license: MIT
  gh_pushed: '2026-06-11T20:15:22Z'
  gh_stars: 334
  health_score: 100.0
  last_checked: 1779034097.727877
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A convenient CLI tool that wraps kubectl and helm commands into high-level
    operations, simplifying tasks like sweeping namespaces, downloading files from
    pods, or executing parallel commands across nodes. In 2026, it remains a valuable
    utility for cluster administrators seeking faster alternative commands to long
    kubectl scripts.
  language: Go
  resource_type: CLI Tool
  complexity: Low
  hierarchy:
  - Operations
  - CLI Tool
  - Cluster Management
  is_microservice: false
  title: Havener
https://github.com/huazhihao/kubespy:
  description: ''
  addition_method: manual
  content_hash: 18df158e9f636cb8b4222761527aec06f5b82fcb8f021f43f0676a6b8124541c
  gh_license: Apache-2.0
  gh_pushed: '2021-08-22T16:25:53Z'
  gh_stars: 140
  health_score: 100.0
  last_checked: 1779029503.052559
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: An interactive real-time observability CLI tool designed to 'spy' on
    active API resources. By monitoring resource lifecycles and publishing structural
    diffs directly to the terminal, it helps developers demystify custom resource
    definitions and native controller states during live deployment events.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Debugging
  - Resource Lifecycle
  is_microservice: false
  title: kubespy
https://github.com/huginn/huginn:
  description: ''
  addition_method: manual
  content_hash: b28d1fe503ecb57bac3513cc8164fd563f03272be53d743427d232366d1a9f5b
  gh_license: MIT
  gh_pushed: '2026-06-13T00:57:09Z'
  gh_stars: 49468
  health_score: 100.0
  last_checked: 1779030854.731339
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2026'
  ai_summary: A highly versatile open-source system designed for orchestrating automated
    web-scraping, webhook handling, and event-driven tasks. In 2026, Huginn serves
    as a vital tool for engineers seeking a self-hosted, deterministic agent network
    to automate security and integration pipelines.
  language: Ruby
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Automation
  - Workflows
  - Agent Frameworks
  is_microservice: false
  title: Huginn
https://github.com/humanlayer/12-factor-agents:
  addition_method: automatic
  ai_summary: A highly curated architectural manifest detailing twelve software engineering
    principles for building deterministic, production-grade LLM applications. The
    guide emphasizes robust prompt and context ownership, unified execution state,
    and standardizing human-in-the-loop interventions through tool calls. By framing
    AI agents as stateless reducers in a state-machine topology, the principles ensure
    enterprise reliability, scaling, and reproducible debugging.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 1e8b841bcae568d5459087f12f0e2ff29feb0e4a9a3ffe72fbeed654285b07b7
  description: A set of design principles and patterns for building reliable, production-ready,
    and scalable LLM applications modeled on Heroku's 12-factor standards.
  gh_license: NOASSERTION
  gh_pushed: '2025-09-21T14:37:40Z'
  gh_stars: 22915
  hierarchy:
  - AI
  - AI Agents
  - Architectural Patterns
  - 12-Factor Methodology
  is_microservice: false
  language: en
  last_checked: 1780352849.031641
  reputation_status: Vetted
  reputation_summary: Highly celebrated open-source project defining standard engineering
    practices to transition AI applications to production reliability.
  resource_type: Repository
  social_preview_url: https://opengraph.githubassets.com/7b847656617b5f55932e9d0313f55df174264f9c562cd63c53454f3f44c8d4e4/humanlayer/12-factor-agents
  source_provenance: X.com (pvergadia)
  stars: 4
  status: online
  suggested_new_category: agentic-architectures
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  title: '12-Factor Agents: Patterns of reliable LLM applications'
  year: '2025'
https://github.com/hygieia/Hygieia:
  description: ''
  addition_method: manual
  ai_summary: 'An enterprise DevOps dashboard originally developed by Capital One
    to track delivery pipelines, testing, and security traces. *Curator Insight vs.
    Live Grounding*: The project has transitioned into an unmaintained, archived repository.
    It remains highly informative structurally as a reference architecture for aggregating
    multi-source security and pipeline metrics.'
  complexity: Advanced
  content_hash: 0a761af3c4887418066a27d033bc9ace1d88cad4f2fdb7e82d5ccb2606be1e2a
  gh_license: Apache-2.0
  gh_pushed: '2023-09-29T20:43:13Z'
  gh_stars: 3819
  health_score: 100.0
  hierarchy:
  - DevOps
  - Observability
  - Dashboards
  is_microservice: true
  language: Java
  last_checked: 1779030991.890183
  needs_ai_refresh: true
  resource_type: Tool
  stars: 2
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2024'
  title: "github.com/hygieia/Hygieia \U0001F31F"
https://github.com/hyscale/hyscale:
  description: ''
  addition_method: manual
  content_hash: be2fdaa23dc7b3827aef6a779b87d16d40fece231f5ff3d1fea85ef47d79322c
  gh_license: Apache-2.0
  gh_pushed: '2023-03-30T20:18:13Z'
  gh_stars: 445
  health_score: 100.0
  last_checked: 1779030356.87199
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: Hyscale provides an application-centric abstraction over raw Kubernetes
    YAML, allowing developers to define service requirements using a simplified, human-friendly
    syntax while compiling, containerizing, and deploying services under the hood.
  language: Java
  resource_type: CLI / Compilation Framework
  complexity: Intermediate
  hierarchy:
  - Application Lifecycle
  - Manifest Generation
  - Abstraction Layers
  is_microservice: false
  title: "hyscale \U0001F31F"
https://github.com/iam-veeramalla/Azure-zero-to-hero:
  description: ''
  addition_method: manual
  content_hash: 0b6ddbc506e144c725b5c49f83eb766b1fcd67cb5b845620c82ea2b0474361f6
  gh_license: MIT
  gh_pushed: '2024-07-17T11:06:35Z'
  gh_stars: 5104
  health_score: 100.0
  last_checked: 1779031883.216066
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A structured, hands-on learning roadmap tracking Azure Cloud Administration,
    DevOps architectures, and fundamental services. Focuses on practical engineering
    exercises, building CI/CD pipelines, and writing ARM/Bicep infrastructure templates.
    Serves as an exceptional onboarding tool for transition-phase cloud engineers.
  language: Python/Shell
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Azure
  - Training
  is_microservice: false
  title: 'github.com/iam-veeramalla/Azure-zero-to-hero: Azure Zero to Hero Course'
  is_special: true
https://github.com/ianmiell/kubernetes-examples:
  addition_method: manual
  content_hash: 1f069af5964ea8b746e1dc677d7a2340c998f68dc4408925d0666952ebe9607f
  description: ''
  health_score: 100.0
  last_checked: 1779029950.447446
  stars: 0
  title: Kubernetes Examples
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/iann0036/iamlive:
  description: ''
  addition_method: manual
  content_hash: a2cd577522baff1b04d9f209c39dd2f367326b17a343500402292599abcb5f8b
  gh_license: MIT
  gh_pushed: '2026-04-19T06:45:59Z'
  gh_stars: 3388
  health_score: 100.0
  last_checked: 1779033489.319238
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: '2024'
  ai_summary: An open-source utility that monitors local AWS CLI or SDK actions via
    a proxy engine to dynamically generate minimal-privilege IAM policies. This tool
    reduces the manual work of writing policies by creating accurate least-privilege
    configurations based on actual API calls.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  is_microservice: true
  title: ==iann0036/iamlive==
https://github.com/iawia002/lux:
  addition_method: manual
  ai_summary: Curator Insight describes Lux (formerly Annie) as a fast, concurrent
    video downloader written in Go supporting multiple global media platforms. Live
    Grounding shows its vast popularity due to its high speed, multiple output formats,
    and clean concurrent implementation.
  complexity: Intermediate
  content_hash: b77cc18088e39e9d88a93203bb6e2811997441e747cf5a07862b7680e2379d51
  description: ''
  gh_license: MIT
  gh_pushed: '2026-03-29T18:18:56Z'
  gh_stars: 31408
  health_score: 100.0
  hierarchy:
  - Media Utilities
  - Go Applications
  - CLI Downloaders
  is_microservice: false
  language: English
  last_checked: 1779033040.98456
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  title: "==github.com/iawia002/lux== \U0001F31F"
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/ibm-messaging:
  addition_method: manual
  content_hash: 5046e4520c2f93d14b15e1d6653db869fa84bfc7463b9a239b501a1fcf12d372
  health_score: 100.0
  last_checked: 1779031329.360938
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://github.com/ibm-messaging/mq-metric-samples/tree/master/cmd/mq_prometheus:
  addition_method: manual
  content_hash: dff7a064be7e545dc495c3a3b7ce0fc6649c5f5e25429446b4d56369c045cc14
  health_score: 100.0
  last_checked: 1779033081.786591
  v1_locations:
  - docs/monitoring.md
https://github.com/ibuildthecloud/wtfk8s:
  description: ''
  addition_method: manual
  content_hash: 31db659805e7322db8a1cfb3945be7d4307faf10bce49386ce9ccad6315b9f02
  gh_license: Apache-2.0
  gh_pushed: '2024-06-13T09:01:43Z'
  gh_stars: 95
  health_score: 100.0
  last_checked: 1779031776.881559
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: An archived educational helper utility engineered to inspect cluster
    logs and auto-decode runtime error states. Although modern AI-powered and observability-driven
    telemetry pipelines have succeeded it, it represents an important milestone in
    interactive troubleshooting.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Operations
  - CLI Tooling
  - Debugging
  is_microservice: false
  title: github.com/ibuildthecloud/wtfk8s
https://github.com/idealista/prometheus_jmx_exporter-role:
  addition_method: manual
  content_hash: baa49e4034fa8b009ddbf0ac970ddc3b619e21916c62cc0715d2d652a0b9df8d
  description: ''
  health_score: 100.0
  last_checked: 1779034156.223524
  stars: 0
  title: 'Idealista: This ansible role installs a Prometheus Node Exporter in a debian''
    environment'
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/idealista/prometheus_jmx_exporter_role:
  description: "- [galaxy.ansible.com/alexdzyoba/jmx-exporter](https://galaxy.ansible.com/alexdzyoba/jmx-exporter)\n
    \   - [github.com/alexdzyoba/ansible-jmx-exporter](https://github.com/alexdzyoba/ansible-jmx-exporter)"
  addition_method: manual
  content_hash: 3c7a847a892e1ac414a8ad91bc065e33fbe5baf64476b1a3594b6339373784f2
  gh_license: Apache-2.0
  gh_pushed: '2023-09-06T09:20:33Z'
  gh_stars: 6
  health_score: 100.0
  last_checked: 1779130495.029709
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2024'
  stars: 5
  ai_summary: Specialized Ansible playbook role targeting JMX and Node Exporter configurations
    inside Debian architectures. Ideal for standardized on-premise JVM infrastructure
    telemetry deployment.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Node Exporter Deployment
  is_microservice: false
  title: 'Idealista: This ansible role installs a Prometheus Node Exporter in a debian
    environment'
https://github.com/idoavrah/terraform-tui:
  description: ''
  addition_method: manual
  content_hash: b2930ecf4a0e159a0bf1f24f36682f1d7975883105b07b522834ffce180a5dfd
  gh_license: Apache-2.0
  gh_pushed: '2024-07-09T18:55:17Z'
  gh_stars: 1284
  health_score: 100.0
  last_checked: 1779029268.269813
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: TFTUI (The Terraform Textual UI) is an interactive, console-based monitoring
    utility designed to query active Terraform state graphs. Developed in Python,
    it allows platform administrators to navigate complex resource matrices, track
    active drift, and trigger targeted states without leaving the terminal console.
    It streamlines high-velocity manual debugging.
  language: Python
  resource_type: TUI Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - User Interfaces
  - TUI Engines
  is_microservice: false
  title: 'github.com/idoavrah/terraform-tui: TFTUI - The Terraform textual UI'
https://github.com/ilkilab/agorakube:
  description: ''
  addition_method: manual
  content_hash: 3337bd0ef7ef90cb41fd2e5e8b84caf57317b8fec5345482396a1150eb7f21d6
  gh_license: Apache-2.0
  gh_pushed: '2024-05-06T16:33:42Z'
  gh_stars: 98
  health_score: 100.0
  last_checked: 1779030507.668964
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: An open-source Kubernetes engine dedicated to automating production-ready
    installations over bare metal setups. Streamlines storage provisioning, load balancing
    integrations, and upgrades across dedicated offline data center runtimes.
  language: Go
  resource_type: Installer
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Installation
  - Bare Metal
  is_microservice: false
  title: Agorakube
https://github.com/ilyash/show-struct:
  description: ''
  addition_method: manual
  ai_summary: A structural inspection CLI tool for high-dimensional JSON and YAML
    files. Builds map architectures of configurations, allowing site reliability engineers
    to immediately decode unfamiliar schema configurations.
  complexity: Low
  content_hash: cbc102bb4ae1805b04a1a75c4878f6cbbb8f689eac5af865112cc03921eecc3f
  gh_license: GPL-3.0
  gh_pushed: '2023-08-31T18:36:30Z'
  gh_stars: 132
  health_score: 100.0
  hierarchy:
  - Developer Workspace
  - Command-Line Tooling
  - JSON & YAML Manipulators
  is_microservice: false
  language: Go
  last_checked: 1779030865.45693
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2024'
  title: github.com/ilyash/show-struct
  is_special: true
https://github.com/im2nguyen/rover:
  description: ''
  addition_method: manual
  content_hash: 0d07a311ff3404677392b62cfd683da5706abfa235dd7a8d5434f501a370780d
  gh_license: MIT
  gh_pushed: '2025-07-30T03:34:48Z'
  gh_stars: 3308
  health_score: 100.0
  last_checked: 1779032878.379697
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: An interactive Terraform visualizer that parses local plan files to
    construct interactive, searchable web topologies. Accelerates architectural validation
    and configuration review workflows.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Visualization
  - Tooling
  is_microservice: false
  title: "Rover - Terraform Visualizer \U0001F31F"
https://github.com/imperialwicket/spinnaker-demo:
  description: ''
  addition_method: manual
  content_hash: aefbeb2edc82e7a439bb904707ecccda4c120048ef77de6962a4dea3e87ede02
  health_score: 100.0
  last_checked: 1781735910.858337
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: Curator Insight presents this repository as a demo application configuration
    designed to show basic pipeline execution within Spinnaker. Live Grounding highlights
    that configuring Spinnaker's cloud drivers and halyard configurations is notoriously
    challenging, and this repo provides valuable baseline configurations to bypass
    common initial setup hurdles.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Spinnaker Setup
  - Kubernetes Deployment Models
  is_microservice: false
  title: imperialwicket/spinnaker-demo
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/imthenachoman/How-To-Secure-A-Linux-Server:
  description: ''
  addition_method: manual
  ai_summary: A highly comprehensive, widely reference-validated repository providing
    detailed, step-by-step instructions for securing enterprise Linux installations.
    Key configurations cover SSH daemon hardening, secure user boundaries, kernel
    performance optimizations, and automated intrusion monitoring. In modern 2026
    operations, this guide remains a vital source for building secure base golden
    images inside automated IaC pipelines.
  complexity: Advanced
  content_hash: f0de72c26c439155e6a6a47557fe8dd0356794bc8b5218407bd6e2a492566ece
  gh_license: CC-BY-SA-4.0
  gh_pushed: '2026-03-05T13:25:16Z'
  gh_stars: 27773
  health_score: 100.0
  hierarchy:
  - Security & Compliance
  - Linux Hardening
  - System Administration
  is_microservice: false
  language: Shell
  last_checked: 1779032361.476954
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-security.md
  - docs/devops.md
  - docs/linux.md
  v2_locations:
  - linux.md
  - aws-security.md
  - devops.md
  year: '2026'
  title: How-To Secure A Linux Server
https://github.com/inancgumus/learngo:
  addition_method: manual
  ai_summary: Curator Insight lists LearnGo as a massive collection of interactive
    tutorials, quizzes, and micro-projects to master Go. Live Grounding verifies its
    stellar reputation as one of the most visual and thorough education resources
    for Go developers worldwide.
  complexity: Beginner
  content_hash: 394725cf75156e12597b9b0548496f72736d2a652458a441ed0b80db1ebfc6f5
  description: ''
  gh_license: NOASSERTION
  gh_pushed: '2025-06-24T23:03:52Z'
  gh_stars: 20055
  health_score: 100.0
  hierarchy:
  - Programming Languages
  - Go
  - Learning Resources
  is_microservice: false
  language: English
  last_checked: 1779029151.805594
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  title: "inancgumus/learngo \U0001F31F"
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/infiniumtek/terraform-review-agent:
  addition_method: automatic
  ai_summary: 'Curator Insight: This project demonstrates the state of the art in
    agentic DevOps, moving beyond rigid static analysis to cognitive IaC review. Live
    Grounding verifies that the repository leverages a LangGraph-driven multi-agent
    system to evaluate Terraform pull requests across security, cost (via Infracost),
    and styling dimensions. It aggregates multi-source linting alerts into a singular,
    prioritized GitHub PR comment with estimated blast-radius analysis to reduce developer
    decision fatigue.'
  category: terraform
  complexity: Intermediate
  content_hash: 4e8a77262c7f90e8f8b65dd1c35bafa866870581147b8987fe71adc71a59204e
  description: Reusable GitHub Action that reviews Terraform PRs for security, cost,
    and style using a LangGraph multi-agent system.
  gh_license: MIT
  gh_pushed: '2026-05-21T05:25:52Z'
  gh_stars: 79
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - AI Code Review
  is_microservice: false
  language: en
  last_checked: 1780352424.113345
  reputation_status: Vetted
  reputation_summary: Vetted and highly rated emerging community tool for agentic
    DevOps workflows.
  resource_type: repository
  social_preview_url: https://opengraph.githubassets.com/3f804f2152a78cd9240a02c30b704fe0884a2141392ac8bd4349e3eb309a8d45/infiniumtek/terraform-review-agent
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  - COMMUNITY-TOOL
  title: terraform-review-agent
  year: '2026'
https://github.com/influxdata/telegraf/tree/master/plugins/inputs/activemq:
  addition_method: manual
  content_hash: a3851fb7f71b045ed86b8dc86f54302755461b6bf1b3b2bfffc21671a49b1d79
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779030391.543731
  needs_ai_refresh: true
  stars: 0
  title: github.com/influxdata/telegraf/tree/master/plugins/inputs/activemq
  v1_locations:
  - docs/grafana.md
  - docs/prometheus.md
  year: N/A
https://github.com/influxdata/telegraf/tree/master/plugins/outputs/prometheus_client:
  description: ''
  addition_method: manual
  content_hash: 8320accfa48b8db4bc37b92ba9672a6cbef304b53234d4a813cdd6d846e8c652
  gh_license: MIT
  gh_pushed: '2026-06-11T16:38:05Z'
  gh_stars: 17615
  health_score: 100.0
  last_checked: 1779030954.728522
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2026'
  ai_summary: Source code and implementation guide for Telegraf's Prometheus output
    integration. Allows standard push-based collection architectures to export telemetry
    data via a pull-based scraping API.
  language: Go
  resource_type: Plugin
  complexity: Intermediate
  hierarchy:
  - Observability
  - Metrics
  - Interoperability
  is_microservice: false
  title: Telegraf Prometheus Output Plugin
https://github.com/infracost/infracost:
  description: ''
  addition_method: manual
  content_hash: 1c7e3e51dfc46bc4b99cb49bfcd37be3f83761a36aff36eeee561215d2962d6f
  gh_license: Apache-2.0
  gh_pushed: '2026-06-03T14:55:27Z'
  gh_stars: 12365
  health_score: 100.0
  last_checked: 1779031423.07041
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2025'
  ai_summary: The premier open-source parser for analyzing HCL variables and producing
    deep cloud cost projections before resource allocation. By feeding plans to a
    curated pricing API, Infracost acts as a vital continuous integration step for
    budget enforcement.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - FinOps
  - Cost Estimation
  is_microservice: false
  title: "Infracost \U0001F31F"
https://github.com/infrahouse/infrahouse-toolkit:
  description: ''
  addition_method: manual
  content_hash: 9c15f86bdb31f9f268ea337677d923e0c0a7f48a31c5985b7f890c79d8eb8147
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T02:07:31Z'
  gh_stars: 74
  health_score: 100.0
  last_checked: 1779031575.185782
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  - index.md
  year: '2025'
  ai_summary: The Infrahouse Toolkit provides operational automation helpers specifically
    engineered to simplify AWS infrastructure deployment pipelines. It streamlines
    actions such as dynamic DNS configurations, instance lifecycle hooks, and local
    environment bootstrapping. Useful for platform teams standardizing custom deployment
    policies.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Automation
  is_microservice: false
  title: github.com/infrahouse/infrahouse-toolkit
https://github.com/infrahouse/terraform-aws-ecs:
  description: ''
  addition_method: manual
  content_hash: 20d9efe3504978de432d24d6bebb9d3dda9ee5d9e08e548e50622b2b2679e488
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T03:48:49Z'
  gh_stars: 1
  health_score: 100.0
  last_checked: 1779034015.994976
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: A community-focused open-source Terraform module designed for seamless
    ECS cluster creation. Automates the linkage of EC2 capacity providers, CloudWatch
    log streams, and custom capacity provider strategy definitions.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Compute & Serverless
  is_microservice: false
  title: github.com/infrahouse/terraform-aws-ecs
https://github.com/infrahouse/terraform-aws-openvpn:
  description: ''
  addition_method: manual
  content_hash: 1d66d9a63ba22cb3f82bc77c55f8a13fc50d4d3f5eeef87fb248c8f7cd154023
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T14:04:59Z'
  gh_stars: 11
  health_score: 100.0
  last_checked: 1779029561.831963
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: An AWS-specific Terraform module designed to provision a highly available
    OpenVPN server. Integrates Route53 DNS, Auto Scaling Groups, and AWS systems manager
    (SSM) configurations out of the box.
  language: HCL
  resource_type: Module
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - AWS
  - Networking
  is_microservice: false
  title: github.com/infrahouse/terraform-aws-openvpn
https://github.com/infrahq/infra:
  description: ''
  addition_method: manual
  content_hash: 410931b597d37bc915834cd79f9695bd30a991223bd4fd70145fe1a067f8b859
  gh_license: NOASSERTION
  gh_pushed: '2026-06-13T10:07:13Z'
  gh_stars: 1461
  health_score: 100.0
  last_checked: 1779034139.440201
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Infra was originally designed as a high-density identity access management
    layer that mapped single-sign-on (SSO) providers directly to Kubernetes RBAC.
    Live grounding in 2026 confirms that the project was officially archived and ceased
    active development in early 2024. Teams should treat its architecture as a conceptual
    reference and seek active alternatives like Teleport or Pinniped.
  language: Go
  resource_type: IAM Platform
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - Authentication
  is_microservice: false
  title: "==infrahq/infra== \U0001F31F"
https://github.com/inguardians/peirates:
  description: ''
  addition_method: manual
  content_hash: 0d5825f04e02d91244d93abba956de34078d1d81d78c4c514ec04df876d18757
  gh_license: GPL-2.0
  gh_pushed: '2026-04-16T20:50:44Z'
  gh_stars: 1450
  health_score: 100.0
  last_checked: 1779030655.543428
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: Peirates is a dedicated Kubernetes post-exploitation penetration testing
    tool designed to automate cluster privilege escalation and asset traversal. Once
    a container boundary is breached, Peirates scans for exposed credentials, ServiceAccounts,
    and API permissions.
  language: Go
  resource_type: Exploitation Framework
  complexity: Advanced
  hierarchy:
  - Security & Hardening
  - Vulnerability Assessment
  - Offensive Tools
  is_microservice: false
  title: inguardians/peirates
https://github.com/inkdrop-org/inkdrop-visualizer:
  description: ''
  addition_method: manual
  content_hash: 9d04fa03d658315a02e5c41792844a60d9f1a64640f0d7675a7c97a51f79d2c3
  gh_license: MPL-2.0
  gh_pushed: '2024-06-03T14:13:46Z'
  gh_stars: 512
  health_score: 100.0
  last_checked: 1779031808.308433
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: Inkdrop Visualizer maps active Terraform states or complex HCL patterns
    into detailed node-graph visualizations. It generates structured, scalable diagrams
    designed to support continuous integration systems and design audits. By mapping
    exact dependency chains, it facilitates code review understanding across collaborative
    engineering teams.
  language: Go
  resource_type: Visual Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Visualization
  - Topology Mapping
  is_microservice: false
  title: github.com/inkdrop-org/inkdrop-visualizer
https://github.com/inputsh/awesome-linux:
  description: ''
  addition_method: manual
  content_hash: 7ef646b22b52bdd01dda347947ad97484ad3ee5e8f475c0b9a136dd4d26bf879
  gh_license: WTFPL
  gh_pushed: '2023-02-04T17:02:53Z'
  gh_stars: 5048
  health_score: 100.0
  last_checked: 1779031442.830882
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A premier directory of Linux performance diagnostic utilities, shell
    configurations, system metrics collectors, and custom distributions. This guide
    is an invaluable reference for platform engineers optimizing base host OS layers
    for container node hosts.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Curation
  - Awesome Lists
  - Linux
  is_microservice: false
  title: Awesome Linux
  is_special: true
https://github.com/inscapist/terraform-k3s-private-cloud:
  description: ''
  addition_method: manual
  content_hash: 1ea33f40f5832c7b2af308928e0964c543a3f2e53e7dba8b4127d86be7d8f806
  gh_license: MIT
  gh_pushed: '2022-05-10T08:38:01Z'
  gh_stars: 121
  health_score: 100.0
  last_checked: 1779130494.982651
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  stars: 5
  ai_summary: An open-source code repository outlining how to automate secure, private
    K3s Kubernetes cluster installations using Terraform scripts. Illustrates resource
    definitions and networking setups for edge deployments.
  language: HCL
  resource_type: Code Blueprint
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Edge Computing
  is_microservice: true
  title: "K3s Private Cluster \U0001F31F"
https://github.com/inspektor-gadget/inspektor-gadget:
  description: ''
  addition_method: manual
  content_hash: f2b33444b25b2d021b45dfefe08c669eb5633f7ac86803ee810e3eec7301d02a
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T06:55:57Z'
  gh_stars: 2846
  health_score: 100.0
  last_checked: 1779032376.810184
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: An advanced eBPF-based debugging and observability framework for Kubernetes
    clusters. It instruments system calls, network flows, and filesystem activities
    directly at the kernel level without injecting sidecars, delivering low-overhead
    runtime inspection and security auditing.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Debugging
  - eBPF
  is_microservice: false
  title: inspektor-gadget/inspektor-gadget
https://github.com/instrumenta/kubernetes-json-schema:
  description: ''
  addition_method: manual
  ai_summary: An archive of automatically generated JSON Schemas extracted from official
    Kubernetes API definitions. Historically key for linting, now superseded by modern
    integrated IDE validation engines and CRD schemas.
  complexity: Medium
  content_hash: 979a5854560b9276685a7e214e3ba8072fcbd9100ef59b00d98329ad13c668ed
  gh_license: NOASSERTION
  gh_pushed: '2023-07-22T01:56:24Z'
  gh_stars: 337
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes Manifests
  - Validation & Linting
  is_microservice: false
  language: None
  last_checked: 1779033907.29539
  needs_ai_refresh: true
  resource_type: Schema Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  - kubernetes-tools.md
  year: '2024'
  title: "github: Kubernetes JSON Schemas \U0001F31F"
  is_special: true
https://github.com/instrumenta/kubeval:
  description: ''
  addition_method: manual
  ai_summary: A historic CLI tool used to validate Kubernetes configuration manifests
    against JSON schemas. Although it is archived and has been largely replaced by
    Kubeconform, Kubeval remains an important reference point in the evolution of
    Kubernetes configuration testing.
  complexity: intermediate
  content_hash: 9b15bc90352c51a5516d5d0e578b3164e8ec3e1f49cc2f7daa414111bc2656c9
  gh_license: NOASSERTION
  gh_pushed: '2026-01-29T06:24:31Z'
  gh_stars: 3226
  health_score: 100.0
  hierarchy:
  - Cloud Native Operations
  - Kubernetes
  - Validation
  is_microservice: true
  language: Go
  last_checked: 1779031601.160877
  needs_ai_refresh: true
  resource_type: tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2021'
  title: ==instrumenta/kubeval==
  is_special: true
https://github.com/instrumenta/policies:
  description: ''
  addition_method: manual
  content_hash: 8da18f0ceeb9bd2409fdeb5ea85df3d2a4d0b85a9588c271707c5eff4e2c2965
  gh_license: NOASSERTION
  gh_pushed: '2021-01-20T13:43:37Z'
  gh_stars: 66
  health_score: 100.0
  last_checked: 1779030653.786018
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: A structured directory of modular policy files for linting infrastructure-as-code
    deployments (Terraform, Kubernetes YAML, Helm charts). Designed to enforce standards
    like non-root container runs, memory limit boundaries, and forbidden network ingress
    setups early in CI/CD cycles.
  language: Rego
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Security & Compliance
  - Policy Library
  is_microservice: false
  title: 'github.com/instrumenta/policies: A set of shared policies for use with Conftest''
    and other Open Policy Agent tools'
https://github.com/int128/kubelogin:
  description: ''
  addition_method: manual
  content_hash: 8919345485cdb0f70c85289e7ad34e22ea32d8cb5a4b9b5dac0465cfd8c5f8fc
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T00:42:57Z'
  gh_stars: 2292
  health_score: 100.0
  last_checked: 1779034319.293325
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A kubectl plugin for OpenID Connect (OIDC) authentication, enabling
    integration with external identity providers like Okta, Keycloak, and Google.
    It runs locally to retrieve token credentials and automatically configures Kubeconfig
    for secure cluster access. In 2026, it is recognized as the de facto standard
    CLI tool for OIDC login flows within enterprise environments.
  language: Go
  resource_type: Kubectl Plugin
  complexity: Medium
  hierarchy:
  - Security
  - Authentication
  - OIDC
  is_microservice: false
  title: "kubelogin \U0001F31F"
https://github.com/iovisor/bpftrace:
  addition_method: manual
  content_hash: 7c9e0a0f2e6f8113957d1d157db717e22db217a91e4b0ff70eeb499b70fc88e3
  description: ''
  health_score: 100.0
  last_checked: 1779031715.017501
  stars: 0
  title: bpftrace
  v1_locations:
  - docs/linux.md
  year: N/A
https://github.com/iovisor/kubectl-trace:
  description: ''
  addition_method: manual
  content_hash: 1b54b9da81faaf2c99d08e23b955c538efee39c5ffcd84b6cc377bb2eb6ea2b2
  gh_license: MIT
  gh_pushed: '2026-04-16T20:47:34Z'
  gh_stars: 2177
  health_score: 100.0
  last_checked: 1779029991.507883
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: An administrative kubectl plugin designed to schedule and run bpftrace
    programs directly on target cluster nodes. It spawns custom, privileged debugging
    pods to attach eBPF tracing hooks into the host kernel, enabling high-performance
    diagnostic analysis of system calls and system bottlenecks without modifying application
    code.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Debugging
  - eBPF Diagnostics
  is_microservice: false
  title: kubectl-trace
https://github.com/irockel/tda:
  addition_method: manual
  content_hash: e8d955ba76f22cc02d1169694148ecf98bef7c0c2070a5b9f28039d5f553451f
  health_score: 100.0
  last_checked: 1779029573.553547
  v1_locations:
  - docs/monitoring.md
https://github.com/isaaguilar/terraform-operator:
  addition_method: manual
  content_hash: 23a0d98556ee64532044e3060d4a96496677b0af859a763ccd3b489256113508
  description: ''
  health_score: 100.0
  last_checked: 1779032552.53628
  stars: 0
  title: 'isaaguilar/terraform-operator: Terraform Operator'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://github.com/ishantanu/awesome-kubectl-plugins:
  description: ''
  addition_method: manual
  content_hash: 3c103efb241bf9941e2263f47e005ee581404865a5259424e4aefd29ce1bc720
  gh_license: CC0-1.0
  gh_pushed: '2025-11-05T14:35:56Z'
  gh_stars: 1007
  health_score: 100.0
  last_checked: 1779029838.761773
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  - docs/other-awesome-lists.md
  v2_locations:
  - kubernetes.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A highly curated repository indexing popular and helpful kubectl plugins.
    It is categorized by operational tasks (security, monitoring, context switching),
    allowing platform teams to quickly identify community-vetted tools to speed up
    cluster troubleshooting and engineering workflows.
  language: Markdown
  resource_type: Curated List
  complexity: Beginner
  hierarchy:
  - Operations
  - Command Line Tools
  - Kubectl Plugins
  is_microservice: false
  title: Awesome Kubectl plugins
  is_special: true
https://github.com/istio-ecosystem/admiral:
  description: ''
  addition_method: manual
  ai_summary: An active Istio-ecosystem tool that automates multi-cluster configuration
    management. Eliminates the need to manually configure ServiceEntries and DNS across
    clusters, programmatically stitching distinct meshes together for transparent
    scale.
  complexity: High
  content_hash: ab01b6e506ace645a75202ccb079cce7e5c21d04bacbf8f27229119c5e6ab7a4
  gh_license: Apache-2.0
  gh_pushed: '2025-10-15T17:58:17Z'
  gh_stars: 639
  health_score: 100.0
  hierarchy:
  - Cloud Native Infrastructure
  - Multi-Cluster
  - Automation
  is_microservice: true
  language: Go
  last_checked: 1779033020.010263
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: '2023'
  title: istio-ecosystem/admiral
https://github.com/istio/istio:
  description: ''
  addition_method: manual
  ai_summary: Main repository containing Istio's unified control plane (Istiod) and
    orchestration engines. Configures secure high-performance Envoy proxies as sidecars
    (or in ambient mode) to manage ingress, egress, and mutual TLS.
  complexity: Advanced
  content_hash: f9a9db53fe9787e2077b909228b9252d5893a66dc3110b102220573bc3a28b07
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T02:55:33Z'
  gh_stars: 38217
  health_score: 100.0
  hierarchy:
  - Service Mesh
  - Networking
  - Traffic Management
  is_microservice: true
  language: Go
  last_checked: 1779031560.11379
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: '2026'
  title: 'github.com: Istio'
https://github.com/istio/tools/blob/master/perf/README.md:
  description: ''
  addition_method: manual
  ai_summary: The official benchmark suite for evaluating Istio control plane and
    data plane performance. Platform engineers use this suite to run stress tests,
    measure sidecar latency injection, and detect potential resource leaks in upstream
    Envoy proxy layers.
  complexity: High
  content_hash: 793dba1c4d5dda996907cabbdb8711c1cabb18c23d0dbb4a69c9a94305ce3c88
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T07:07:32Z'
  gh_stars: 372
  health_score: 100.0
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Performance
  is_microservice: true
  language: Go
  last_checked: 1779033675.37906
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: '2023'
  title: Istio Performance/Stability Testing
https://github.com/itaysk/kubectl-neat:
  description: ''
  addition_method: manual
  content_hash: ce58fb404e6d57766bdc5e2e80af464154f391644252236124cefda51f391608
  gh_license: Apache-2.0
  gh_pushed: '2025-12-05T02:37:08Z'
  gh_stars: 2077
  health_score: 100.0
  last_checked: 1779031592.02384
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kubectl-neat is an essential CLI plugin that formats raw, exported Kubernetes
    YAML files to remove internal cluster noise (such as automatically populated statuses
    and timestamps), yielding highly readable manifests for GitOps.
  language: Go
  resource_type: CLI Plugin
  complexity: Simple
  hierarchy:
  - Operations & UX
  - Manifest Generation
  - Resource Cleaning
  is_microservice: false
  title: "kubectl-neat \U0001F31F"
https://github.com/ivx/yet-another-cloudwatch-exporter:
  addition_method: manual
  content_hash: 8bd7c4325eb756f2f30fed15ebf15cc95ec662be7cbe28a3f8a6d24bdde3ae12
  description: ''
  health_score: 100.0
  last_checked: 1779031026.287493
  stars: 0
  title: "YACE - yet another cloudwatch exporter \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/iximiuz/awesome-container-tinkering:
  description: ''
  addition_method: manual
  content_hash: 9fac5ac660ac1f809a1fb0f1fe25e80acc76f77a1c95b066bc5aa44cadff13be
  gh_license: Apache-2.0
  gh_pushed: '2024-10-09T15:29:27Z'
  gh_stars: 719
  health_score: 100.0
  last_checked: 1779034461.905401
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A technical reference compilation dedicated to container design internals,
    tracing host namespaces, Linux cgroups, and direct OCI runtime interaction. Valuable
    for platform engineers building deep mechanical knowledge under the standard Docker
    and Kubernetes virtualization abstractions.
  language: Markdown
  resource_type: Educational Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Containerization
  - Container Internals
  is_microservice: true
  title: 'github.com/iximiuz: Awesome Container Tinkering'
  is_special: true
https://github.com/iximiuz/cdebug:
  description: ''
  addition_method: manual
  content_hash: f5215501a32b9877da266ca96cb8e183d10bfef0af2751fa93fe2b7d69ae6daf
  gh_license: Apache-2.0
  gh_pushed: '2026-01-18T19:11:25Z'
  gh_stars: 1652
  health_score: 100.0
  last_checked: 1779031609.404746
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: '2025'
  ai_summary: A specialized CLI tool for debugging running containers. Allows attaching
    ephemeral tooling environments into running, stripped-down containers (even without
    Kubernetes, working directly with Docker/containerd).
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Debugging
  - Container Debugging
  is_microservice: false
  title: ==iximiuz/cdebug==
https://github.com/iximiuz/client-go-examples:
  addition_method: manual
  ai_summary: Curator Insight gathers high-quality recipes illustrating direct usage
    of Kubernetes client-go. Live Grounding highlights its pedagogical design, illustrating
    dynamic clients, Typed clients, and standard Controller loops in easy-to-digest
    formats.
  complexity: Intermediate
  content_hash: f43f9485706e097503038888101cb9aa255e53e58d4af4412471bca034e96e5a
  description: ''
  gh_license: Apache-2.0
  gh_pushed: '2025-12-12T09:50:55Z'
  gh_stars: 1116
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Kubernetes Development
  - Go Client-Go
  is_microservice: false
  language: English
  last_checked: 1779031302.686089
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: iximiuz/client-go-examples
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/jace-ys/sentry-operator:
  description: ''
  addition_method: manual
  content_hash: 136eb4e7ce9782dda444109620914f2c9c2955c992dd8704318f9ff2fa334844
  gh_license: MIT
  gh_pushed: '2021-02-06T09:47:32Z'
  gh_stars: 27
  health_score: 100.0
  last_checked: 1779029575.965237
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2022'
  ai_summary: An infrastructure automation controller developed to provision, update,
    and manage Sentry instances, projects, and DSN configuration parameters inside
    a unified Kubernetes environment.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Operators
  is_microservice: false
  title: Sentry Operator
https://github.com/jamesbuckett/ckad-questions:
  description: ''
  addition_method: manual
  content_hash: 63a7003c1638d6ef2ec5b745c489263c0d613947819325d17e9d833a4bde7130
  gh_license: Apache-2.0
  gh_pushed: '2026-05-15T02:56:50Z'
  gh_stars: 209
  health_score: 100.0
  last_checked: 1779029075.160675
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2022'
  ai_summary: An intensive, community-driven collection of practice challenges and
    mock scenarios tailored specifically to match the format of the official CKAD
    examination. By guiding candidates through mock tasks involving ConfigMaps, ingress
    controllers, and multi-container pods, it bridges theoretical API knowledge and
    hands-on terminal execution.
  language: Markdown
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Training
  - Certification
  - Mock Exams
  is_microservice: false
  title: jamesbuckett/ckad-questions
https://github.com/jamesw4/confirm-tfvars:
  description: ''
  addition_method: manual
  content_hash: eb27887db455078b601c1f7db440d88e2aac9173a3412de4fd41727a68aae60a
  health_score: 100.0
  last_checked: 1781736235.148874
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2021'
  ai_summary: confirm-tfvars acts as a tactical CLI guardrail that intercepts execution
    workflows to verify designated variables inside active tfvars files before applying.
    It serves as an architectural firewall during production execution runs, reducing
    the risk of human-error configurations causing cascading resource destruction.
  language: Go
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Pre-flight Verification
  is_microservice: false
  title: github.com/jamesw4/confirm-tfvars
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/jamiehannaford/what-happens-when-k8s:
  description: ''
  addition_method: manual
  content_hash: a409042c1d1a63e18b7c78625fa56e80bf4e6bfadfce64c49be497ce3bff9b28
  health_score: 100.0
  last_checked: 1781736191.038128
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2024'
  ai_summary: An exquisite collaborative initiative mapping the granular execution
    trace of Kubernetes commands. Deconstructs step-by-step what happens internally
    when a user executes a CLI command, detailing kubectl client parsing, TLS handshakes,
    etcd commits, scheduling filters, and container runtime execution.
  language: English
  resource_type: GitHub Repository
  complexity: Advanced
  hierarchy:
  - Architecture
  - API Mechanics
  - Deep Dive
  is_microservice: false
  title: jamiehannaford/what-happens-when-k8s
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/janikvonrotz/awesome-powershell:
  description: ''
  addition_method: manual
  content_hash: 210fb14522a104a60db8c311eec865aa12e9fa288c3740c70303669e0c77086a
  gh_license: AGPL-3.0
  gh_pushed: '2025-04-14T06:25:33Z'
  gh_stars: 5396
  health_score: 100.0
  last_checked: 1779030852.064668
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A curated repository detailing modules, cmdlets, and automation patterns
    using cross-platform PowerShell. Invaluable for platform engineers managing hybrid
    cloud setups, Windows nodes inside container networks, or Active Directory automation.
    This serves as a vital tool for enterprise systems integration.
  language: PowerShell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Developer Tools
  - Scripts
  - PowerShell
  is_microservice: false
  title: janikvonrotz/awesome-powershell
  is_special: true
https://github.com/jbossdemocentral/rhpam7-mortgage-demo:
  description: ''
  addition_method: manual
  content_hash: 1c729a6566dbcc12367568887a9c8857497da5d754e1d12d41bc85a6988a5610
  health_score: 100.0
  last_checked: 1781735911.004901
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: A complex workflow automation demo featuring Red Hat Process Automation
    Manager (RHPAM) orchestrating a mortgage application system. Represents a solid
    blueprint for integrating process engines with cloud-native containers.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Application Development
  - Process Automation
  - RHPAM
  is_microservice: true
  title: 'github.com/jbossdemocentral: Red Hat Process Automation Manager Mortgage''
    Demo'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/jcchavezs/porto:
  addition_method: manual
  ai_summary: Curator Insight describes Porto as an automated tool that injects vanity
    import paths into Go packages. Live Grounding shows it acts as a code cleanliness
    utility for large monorepos with multiple Go sub-modules to maintain clean package
    reference paths.
  complexity: Intermediate
  content_hash: b772b9cf56da591e001c33761d4acd94b12ae6d2f61be412b06a69ea415d47cf
  description: ''
  gh_license: Apache-2.0
  gh_pushed: '2024-10-02T18:41:03Z'
  gh_stars: 43
  health_score: 100.0
  hierarchy:
  - Programming Languages
  - Go
  - Code Linters
  is_microservice: false
  language: English
  last_checked: 1779034031.191597
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: jcchavezs/porto
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/jcjorel/ec2-spot-converter:
  description: ''
  addition_method: manual
  content_hash: 53a9ad00e33bf2d966b9bb79eaad63d34112da9327408fc3a589cd2c08877ab1
  gh_license: MIT
  gh_pushed: '2022-07-26T07:54:08Z'
  gh_stars: 199
  health_score: 100.0
  last_checked: 1779032873.236316
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2024'
  ai_summary: ec2-spot-converter is an open-source tool built to programmatically
    convert existing AWS on-demand EC2 instances to spot instances and vice versa
    without manual reconstruction. It reduces downtime by preserving root volume data
    and configuration profiles during transitions. Critical for engineers optimizing
    test workloads and maximizing cost-savings.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Cost Optimization
  is_microservice: false
  title: ec2-spot-converter
https://github.com/jdauphant/awesome-ansible:
  description: ''
  addition_method: manual
  content_hash: 347779e15038f89b84cc826ac89a10cbe48e01e609ddd1d5e42e541f688a5e7b
  gh_license: CC0-1.0
  gh_pushed: '2024-04-22T18:01:45Z'
  gh_stars: 1004
  health_score: 100.0
  last_checked: 1779031141.393254
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ansible.md
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  - ansible.md
  year: '2022'
  ai_summary: A curated repository listing valuable Ansible tools, libraries, playbooks,
    roles, and learning materials. Ideal for discovering community extensions, monitoring
    integrations, and operational best-practices.
  language: Markdown
  resource_type: Resource List
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Curated Lists
  is_microservice: false
  title: https://github.com/jdauphant/awesome-ansible
  is_special: true
https://github.com/jenkins-infra/jenkins-usage-stats:
  description: ''
  addition_method: manual
  content_hash: 49b1afa5a52b2e2fe4e97bf0223c93e613be88c2a06cb6110c13b475ad598ee2
  health_score: 100.0
  last_checked: 1781736002.34732
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2018'
  ai_summary: Official scripts and tools used by the Jenkins Infrastructure team to
    process, aggregate, and publish anonymous usage statistics from global Jenkins
    installations. Helps track plugin usage trends and version distributions.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Jenkins
  - Telemetry
  is_microservice: false
  title: "==jenkins-infra/jenkins-usage-stats== \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/jenkins-infra/jenkins-version:
  description: ''
  addition_method: manual
  content_hash: 377e3973925ac56d732947276a6871ed5167827e9f4c0afba312f584420f8209
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T07:19:43Z'
  gh_stars: 0
  health_score: 100.0
  last_checked: 1779032455.609884
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2024'
  ai_summary: An infrastructure management micro-library maintaining core platform
    version maps. Used by operations modules to trace historical releases, coordinate
    security updates, and validate target software compatibility matrices.
  language: JavaScript
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Core Architecture
  - Version Tracking
  is_microservice: false
  title: jenkins-version
https://github.com/jenkins-infra/jenkins.io/issues:
  description: ''
  addition_method: manual
  content_hash: 1667cd390c69b3aad7d81b0b863c168a8da7d13f156988de043c03a9197c3f43
  gh_license: NOASSERTION
  gh_pushed: '2026-06-14T04:32:11Z'
  gh_stars: 427
  health_score: 100.0
  last_checked: 1779030423.009376
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2021'
  ai_summary: 'The official issue tracker for the Jenkins project documentation and
    core infrastructure. *Curator Insight*: Issues tracking portal. *Live Grounding*:
    Vital reference resource for looking up plugin deprecations and configuration
    workarounds.'
  language: English
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Community
  - Resources
  - Infrastructure Issues
  is_microservice: false
  title: github.com/jenkins-infra/jenkins.io/issues
https://github.com/jenkins-infra/pipeline-library:
  description: ''
  addition_method: manual
  content_hash: 09a274020971226ea6517ac72b3f129d03e67c9c00e71d87f4cb5c2e0816233a
  health_score: 100.0
  last_checked: 1781735992.153097
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  - demos.md
  year: '2021'
  ai_summary: The real-world production Global Shared Pipeline Library utilized by
    the official Jenkins infrastructure project (ci.jenkins.io). Serves as an excellent
    architectural blueprint of highly robust, scalable, and modular pipeline development.
  language: Groovy
  resource_type: repository
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Shared Libraries
  - Production Blueprints
  is_microservice: false
  title: Pipeline Global Library for ci.jenkins.io
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/jenkins-x-plugins/jx-secret-postrenderer:
  description: ''
  addition_method: manual
  ai_summary: Source code repository for the Jenkins X Secret Post-Renderer. Features
    advanced post-rendering logic that intercepts raw Helm charts during continuous
    delivery, querying secure vaults to substitute placeholders with concrete values
    right before manifest transmission to the Kubernetes API.
  complexity: Advanced
  content_hash: 9eef805a0b6011dd0fc01b9c248232bc7f0bb174e39adbfea0c8d00770028db4
  gh_license: Apache-2.0
  gh_pushed: '2021-06-30T11:10:50Z'
  gh_stars: 4
  health_score: 100.0
  hierarchy:
  - DevOps
  - Helm Ecosystem
  - Post-Rendering Plugins
  is_microservice: false
  language: Go
  last_checked: 1779033263.700974
  needs_ai_refresh: true
  resource_type: Codebase
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2022'
  title: "jx-secret-postrenderer \U0001F31F"
https://github.com/jenkins-x/gsm-controller:
  description: ''
  addition_method: manual
  ai_summary: An automated controller that continuously synchronizes secrets stored
    inside Google Secret Manager into standard Kubernetes native secret resources.
    Designed for Jenkins X deployments, it ensures consistent local availability of
    external cloud-backed credentials.
  complexity: Intermediate
  content_hash: f450996b394b1824ebd5a86ddc022d654a59fa458b773a9a05d584ed5df08c13
  gh_license: Apache-2.0
  gh_pushed: '2024-03-12T07:21:50Z'
  gh_stars: 25
  health_score: 100.0
  hierarchy:
  - Security
  - Secrets Management
  - GCP Secret Manager
  is_microservice: true
  language: Go
  last_checked: 1779031720.41186
  needs_ai_refresh: true
  resource_type: Tool
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes-tools.md
  v2_locations:
  - devsecops.md
  - kubernetes-tools.md
  year: '2021'
  title: jenkins-x/gsm-controller
https://github.com/jenkins-x/jenkins-x-openshift-image:
  description: ''
  addition_method: manual
  content_hash: b53ade3a94e0a41ff3cfe3b9b3769668b7493207ea617d0d80d3e3541974755c
  gh_license: Apache-2.0
  gh_pushed: '2019-07-30T07:33:36Z'
  gh_stars: 3
  health_score: 100.0
  last_checked: 1779030522.943972
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: '2020'
  ai_summary: A legacy helper repository containing customized Dockerfiles designed
    to package Jenkins X binaries for OpenShift container platforms. This repository
    facilitates deployment compliance inside restricted cluster ecosystems.
  language: Dockerfile
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Enterprise Platforms
  - Red Hat OpenShift
  - Container Images
  is_microservice: true
  title: https://github.com/jenkins-x/jenkins-x-openshift-image
https://github.com/jenkins-x/updatebot:
  description: ''
  addition_method: manual
  content_hash: 735c5b4ad7066175990f354f93e0d8a7543c8119c6af4532d4f0c4cf20d189f9
  gh_license: Apache-2.0
  gh_pushed: '2021-04-08T11:30:35Z'
  gh_stars: 40
  health_score: 100.0
  last_checked: 1779034580.537082
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2025'
  ai_summary: A dynamic automation component within the Jenkins-X ecosystem. It monitors
    downstream project dependencies and automatically creates, updates, and merges
    pull requests across microservices' configuration and manifest repositories.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Delivery
  - GitOps
  is_microservice: true
  title: Jenkins-X UpdateBOT
https://github.com/jenkinsci:
  description: ''
  addition_method: manual
  content_hash: c01bf985537321ec949f12090a0dcd1ace163ba9e13c9755777928d20ef16c77
  health_score: 100.0
  last_checked: 1779030847.006874
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2011'
  ai_summary: The master open-source organization repository on GitHub housing the
    core Jenkins server source and thousands of community plugins. It is the primary
    engineering base for modernizing Jenkins capabilities.
  language: Java
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Jenkins
  - Open Source Ecosystem
  is_microservice: false
  title: "github.com/jenkinsci \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/jenkinsci/JenkinsPipelineUnit:
  description: ''
  addition_method: manual
  content_hash: 9e85ec9c4b075c04a82453b0f38cd0288847ad4062d7ebb8d54a63c2c7920c71
  gh_license: MIT
  gh_pushed: '2026-05-28T06:56:21Z'
  gh_stars: 1585
  health_score: 100.0
  last_checked: 1779031474.092272
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  - demos.md
  year: '2025'
  ai_summary: The standard community pipeline testing toolkit. Simplifies verifying
    multi-step pipeline syntax, credential queries, and shared libraries within local
    mock environments, accelerating delivery validation times.
  language: Groovy
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline Architecture
  - Pipeline Testing
  - Unit Testing
  is_microservice: false
  title: Jenkins Pipeline Unit testing framework
https://github.com/jenkinsci/configuration-as-code-plugin:
  description: ''
  addition_method: manual
  content_hash: 723e14ae9895506c5081e0f6cda2b666003a63930aa725b5b01651869192ef79
  gh_license: MIT
  gh_pushed: '2026-06-08T02:16:12Z'
  gh_stars: 2790
  health_score: 100.0
  last_checked: 1779034432.00404
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  - demos.md
  year: '2025'
  ai_summary: An operational setup manual detailing how to bootstrap a primary seed
    job inside configuration-as-code files. This enables the controller to dynamically
    generate all subsequent projects automatically on initial server launch.
  language: Groovy
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - CI/CD Infrastructure
  - Configuration as Code
  - Job Generation
  is_microservice: false
  title: How to create initial "seed" job
https://github.com/jenkinsci/custom-war-packager:
  description: ''
  addition_method: manual
  content_hash: 45cbd5df62c48a9410880265688c3244d8e30cac40dc7e1750a60bd8a12d06ca
  gh_license: MIT
  gh_pushed: '2023-11-20T20:59:47Z'
  gh_stars: 87
  health_score: 100.0
  last_checked: 1779031567.524322
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  - demos.md
  year: '2025'
  ai_summary: Duplicate citation verification for the Custom WAR Packager. Serves
    as the primary operational tool used to generate custom, pre-hardened enterprise
    Jenkins distributions tailored with pre-allocated configurations.
  language: Java
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - CI/CD Infrastructure
  - Build & Packaging
  - Custom Packager
  is_microservice: true
  title: Jenkins Custom WAR Packager
https://github.com/jenkinsci/docker/blob/master/install-plugins.sh:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033079.992177
  v1_locations:
  - docs/jenkins.md
https://github.com/jenkinsci/ghprb-plugin:
  addition_method: manual
  content_hash: df4c61323017b7230dca22772662433e2f74e328474a1fe8b53530ef839d489e
  health_score: 100.0
  last_checked: 1779033615.379847
  v1_locations:
  - docs/git.md
https://github.com/jenkinsci/git-plugin:
  description: ''
  addition_method: manual
  content_hash: 5fc329538336e87f60afb19878c7abba8ed1534407adf06c79778137cad6b565
  gh_license: MIT
  gh_pushed: '2026-06-12T00:33:16Z'
  gh_stars: 689
  health_score: 100.0
  last_checked: 1779030009.750766
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2026'
  ai_summary: The core, indispensable integration plugin for Git in Jenkins. It provides
    comprehensive support for Git operations, including clone optimizations, polling,
    tagging, submodules, and branch tracking across diverse Git hostings (GitHub,
    GitLab, Gitea).
  language: Java
  resource_type: Plugin
  complexity: High
  hierarchy:
  - CI/CD
  - SCM Integration
  - Git Standard
  is_microservice: false
  title: "git-plugin \U0001F31F"
https://github.com/jenkinsci/git-plugin/releases/tag/git-4.8.0:
  addition_method: manual
  content_hash: cf23d65754fff94ec61ff78905abcc1a353a278d631580f9ce47e531ff3f0b02
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779030330.58896
  needs_ai_refresh: true
  stars: 0
  title: Git plugin 4.8.0 for jenkinsci allows Pipeline and Freestyle users to perform
    authenticated git operations from sh, bat, and powershell
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://github.com/jenkinsci/github-autostatus-plugin:
  addition_method: manual
  content_hash: 4d42500ea88b4030481bdb5696e468ad9895117c488a7ab62b643ab13edd6850
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779033949.835492
  needs_ai_refresh: true
  stars: 0
  title: github.com/jenkinsci/github-autostatus-plugin
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://github.com/jenkinsci/helm-charts:
  description: ''
  addition_method: manual
  content_hash: 8bff244b58cc991d989211789ba8246c0ff197975c5165664f7caca30d54c28a
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T03:08:12Z'
  gh_stars: 656
  health_score: 100.0
  last_checked: 1779029465.281758
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2021'
  ai_summary: 'The official Helm Chart source repository for deploying production-ready
    Jenkins instances onto Kubernetes. *Curator Insight*: Official Helm charts. *Live
    Grounding*: This repository is the industry-standard starting point for declaring
    and running Jenkins on modern Kubernetes platforms.'
  language: English
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Helm Deployments
  is_microservice: true
  title: ==github.com/jenkinsci/helm-charts==
https://github.com/jenkinsci/influxdb-plugin:
  description: ''
  addition_method: manual
  content_hash: 8c7ba0b00fa6f02f6516cde2edf21206b9191f250debb97312e291bec61eba59
  gh_license: MIT
  gh_pushed: '2025-12-21T19:08:32Z'
  gh_stars: 56
  health_score: 100.0
  last_checked: 1779032100.68215
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2016'
  ai_summary: Jenkins plugin that writes build results, duration, and test data directly
    to an InfluxDB database. Highly suitable for teams that rely on InfluxDB for time-series
    infrastructure monitoring and custom operational dashboards.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - Observability
  is_microservice: false
  title: influxdb-plugin
https://github.com/jenkinsci/jenkins-scripts:
  description: ''
  addition_method: manual
  content_hash: 7c4ad1eb2c91f67613142fbfb763d36ec3d99ba0cdf49805036aee71f46470e5
  health_score: 100.0
  last_checked: 1781736002.26145
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2016'
  ai_summary: A curated collection of utility Groovy scripts for managing, troubleshooting,
    and diagnosing issues within Jenkins master-agent configurations. Indispensable
    for automation administrators performing bulk operations.
  language: Groovy
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Jenkins
  - Automation
  is_microservice: false
  title: "jenkinsci/jenkins-scripts \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/jenkinsci/jenkinsfile-runner:
  description: ''
  addition_method: manual
  content_hash: 133f22d00b70cbc7b1e5cfd7581cf49b23e8ba4ab8a836c871f40e3ae016f6e2
  gh_license: MIT
  gh_pushed: '2025-11-17T20:44:05Z'
  gh_stars: 1203
  health_score: 100.0
  last_checked: 1779033425.041198
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2025'
  ai_summary: An ephemeral, lightweight execution engine that encapsulates Jenkins
    pipelines outside a persistent master daemon. This tool runs custom pipelines
    as short-lived, isolated single-use tasks—ideal for cloud-native serverless orchestrators
    like Knative or AWS Fargate.
  language: Java
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline Architecture
  - Serverless Jenkins
  - Local Execution
  is_microservice: true
  title: Jenkinsfile Runner
https://github.com/jenkinsci/jenkinsfile-runner-test-framework:
  description: ''
  addition_method: manual
  content_hash: 1d412cf176c59a0e26db49060387b88ff40272b9a28471e6eb92e973ee7e1c76
  health_score: 100.0
  last_checked: 1781735992.426853
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  - demos.md
  year: '2025'
  ai_summary: A dedicated integration test harness designed to systematically validate
    pipeline structures using localized Jenkinsfile Runner micro-runtimes. Ensures
    robust sanity checking without deploying configurations to dynamic server nodes.
  language: Java
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline Architecture
  - Pipeline Testing
  - Local Execution
  is_microservice: false
  title: Jenkinsfile Runner Test Framework
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/jenkinsci/jep/blob/master/jep/224/README.adoc:
  addition_method: manual
  content_hash: e4c9db25d4eee604f4fed105b716c0bb38f1f5e154c6e1b45b2ae0e84c4cc113
  health_score: 100.0
  last_checked: 1779034233.166596
  v1_locations:
  - docs/jenkins.md
https://github.com/jenkinsci/job-dsl-plugin:
  addition_method: manual
  content_hash: a481dafad1b7ffec02d3d353b8e88f6a597278af6d70bfa7683d03d65f974100
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779031401.86609
  needs_ai_refresh: true
  stars: 0
  title: Jenkins Job DSL Plugin
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  year: N/A
https://github.com/jenkinsci/job-dsl-plugin/wiki:
  addition_method: manual
  content_hash: 5c6edfb9c6f04db4e67facb29f418ff90a12a3f9e2e4b0ec56c2e862b2c50927
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779030354.655753
  needs_ai_refresh: true
  stars: 0
  title: github.com/jenkinsci/job-dsl-plugin
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://github.com/jenkinsci/kubernetes-operator:
  description: ''
  addition_method: manual
  content_hash: 0e80ab5bc52150f8b2a7595bb6285d78841e7cb610ff408f7b77458b8b939194
  gh_license: NOASSERTION
  gh_pushed: '2026-06-14T08:28:27Z'
  gh_stars: 643
  health_score: 100.0
  last_checked: 1779033020.058938
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2022'
  ai_summary: The official, production-ready Kubernetes custom controller designed
    to automate Jenkins lifecycle events inside Kubernetes. This system implements
    automated provisioning, backup restoration, plugin management, and dynamic execution
    architecture as first-class Custom Resource Definitions (CRDs).
  language: Go
  resource_type: repository
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Cloud Native Jenkins
  - Kubernetes Operators
  is_microservice: true
  title: "github.com/jenkinsci/kubernetes-operator: \U0001F31F"
https://github.com/jenkinsci/kubernetes-plugin:
  description: ''
  addition_method: manual
  content_hash: 57202401d697c0131377b972aab9d95b3d55dc60d9299c98c5cee40647993509
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T23:37:34Z'
  gh_stars: 2305
  health_score: 100.0
  last_checked: 1779029514.106666
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2026'
  ai_summary: Dynamically coordinates Jenkins execution environments by auto-provisioning
    isolated worker pods on-demand inside target Kubernetes clusters. It automatically
    scales runner capacities and terminates inactive pods to achieve optimal hyper-density
    cost control.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Advanced
  hierarchy:
  - Hybrid Infrastructure
  - Orchestration
  - Kubernetes Provisioning
  is_microservice: false
  title: "kubernetes-plugin: Kubernetes plugin for Jenkins \U0001F31F"
https://github.com/jenkinsci/opentelemetry-plugin:
  description: ''
  addition_method: manual
  content_hash: be123d3750c03bafa0b7b8c25489fd2b6830c01cede9350f4ddd641814b376f4
  gh_license: Apache-2.0
  gh_pushed: '2026-05-19T04:05:25Z'
  gh_stars: 124
  health_score: 100.0
  last_checked: 1779031231.371659
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2026'
  ai_summary: Integrates Jenkins with OpenTelemetry to export performance metrics,
    agent health, and pipeline run traces directly to modern APM backends. Provides
    native visibility into build duration bottlenecks and system resource consumption
    across distributed build architectures.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Jenkins
  - Observability
  is_microservice: false
  title: "Jenkins opentelemetry-plugin \U0001F31F"
https://github.com/jenkinsci/performance-plugin:
  description: ''
  addition_method: manual
  ai_summary: This Jenkins CI plugin compiles, parses, and visualizes execution metrics
    from load testing utilities like JMeter, Taurus, and JUnit directly within build
    workflows. Architecturally, it helps teams enforce automated quality gates by
    failing pipelines based on strict metric thresholds (e.g., error percentages or
    response time limits).
  complexity: Intermediate
  content_hash: 22d6d28cff666db44b4d632e2e42d1b7fb4666af08312a1219a4608a52a40ce2
  gh_license: MIT
  gh_pushed: '2026-06-03T07:06:16Z'
  gh_stars: 194
  health_score: 100.0
  hierarchy:
  - CI/CD
  - Jenkins
  - Reporting Plugins
  is_microservice: false
  language: Java
  last_checked: 1779034502.550151
  needs_ai_refresh: true
  resource_type: Plugin
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  - jenkins.md
  year: '2024'
  title: performance-plugin
https://github.com/jenkinsci/pipeline-graph-view-plugin:
  description: ''
  addition_method: manual
  content_hash: ba00d1064e40668a6081b52c4c8ed27914b88071267d1e40b6b86bd98ccaeae1
  gh_license: NOASSERTION
  gh_pushed: '2026-06-14T00:52:59Z'
  gh_stars: 154
  health_score: 100.0
  last_checked: 1779033806.157859
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2025'
  ai_summary: The underlying backend and visualization architecture for the Pipeline
    Graph View. Utilizing React components, it interfaces with Jenkins Core APIs to
    supply real-time execution graphs and state reporting without degrading the performance
    of the controller.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - User Experience
  - Visualization
  is_microservice: false
  title: "pipeline-graph-view-plugin \U0001F31F"
https://github.com/jenkinsci/pipeline-utility-steps-plugin:
  addition_method: manual
  content_hash: 48e9e1e257d81d49efe44b16e1e997f18b8b716ddd5516af8425f4f806e124d4
  health_score: 100.0
  last_checked: 1779030012.108608
  v1_locations:
  - docs/jenkins.md
https://github.com/jenkinsci/plugin-installation-manager-tool:
  description: ''
  addition_method: manual
  content_hash: d8ec528d2f3c53c7df4a14cd3ebc9d75075feff1f88577db0ad0f7f7a352f6df
  gh_license: MIT
  gh_pushed: '2026-06-01T03:55:38Z'
  gh_stars: 460
  health_score: 100.0
  last_checked: 1779031340.291749
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  - demos.md
  year: '2025'
  ai_summary: A vital dependency management utility designed to download and package
    plugin bundles offline before launching controllers. Eradicates run-time dependency
    resolution issues inside restricted, isolated air-gapped container networks.
  language: Java
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Plugin Management
  - CLI Tooling
  is_microservice: false
  title: Plugin Installation Manager Tool
https://github.com/jenkinsci/plugin-installation-manager-tool/releases/tag/plugin-management-parent-pom-1.1.0:
  description: ''
  addition_method: manual
  content_hash: c603d0ce63b1778b203690fef7cfbf3977cdb7abece5b55ad83b9cbf8aeaf26c
  gh_license: MIT
  gh_pushed: '2026-06-01T03:55:38Z'
  gh_stars: 460
  health_score: 100.0
  last_checked: 1779031216.013009
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - ENTERPRISE-STABLE
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2021'
  ai_summary: Stable tag release implementation of the command-line plugin installer.
    Integrates secure checksum validations, custom download mirrors, and optimized
    multi-threaded dependency sorting hierarchies.
  language: Java
  resource_type: Release
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Plugin Management
  - CLI Tooling
  is_microservice: false
  title: Jenkins Plugin Manager CLI v1.1.0
https://github.com/jenkinsci/plugin-pom:
  description: ''
  addition_method: manual
  content_hash: 773e935ca21ab90c922018742b2d031ed01432ebbdf5b7552aa2ec046b537cd2
  gh_license: MIT
  gh_pushed: '2026-06-13T00:57:58Z'
  gh_stars: 75
  health_score: 100.0
  last_checked: 1779029142.884936
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2026'
  ai_summary: The standardized parent Maven POM definition used by Jenkins plugins
    to enforce code quality, manage shared build dependencies, and utilize updated
    Jenkins core capabilities.
  language: XML
  resource_type: Maven POM
  complexity: Intermediate
  hierarchy:
  - Frameworks & Ecosystem
  - Development Resources
  - Build Automation
  is_microservice: false
  title: Parent POM for Jenkins Plugins. Plugin POM 4.0
https://github.com/jenkinsci/plugin-pom/releases/tag/plugin-4.0:
  description: ''
  addition_method: manual
  content_hash: 69cf1ebae93b526fa15ced159f2f29e65183746595d16b6bdf0b1a50df847f5c
  gh_license: MIT
  gh_pushed: '2026-06-13T00:57:58Z'
  gh_stars: 75
  health_score: 100.0
  last_checked: 1779033101.354173
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - GUIDE
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2020'
  ai_summary: Detailed release changelog outlining architectural changes, library
    upgrades, and toolchain standardizations introduced in the 4.0 lifecycle of the
    Plugin Parent POM.
  language: Markdown
  resource_type: Release Notes
  complexity: Intermediate
  hierarchy:
  - Frameworks & Ecosystem
  - Development Resources
  - Release Notes
  is_microservice: false
  title: 4.0 changelog
https://github.com/jenkinsci/prometheus-plugin:
  description: ''
  addition_method: manual
  content_hash: 2cf76767144d78ee4c62433a58ae6052a1b901e39aa4b05b36f9668e9fa6f055
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T01:32:43Z'
  gh_stars: 193
  health_score: 100.0
  last_checked: 1779032243.478021
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2026'
  ai_summary: Exposes an endpoint directly scrapable by Prometheus server, outputting
    standardized Grafana-compatible metrics on JVM state, build durations, queue bottlenecks,
    and agent counts. Paramount for modern cloud-native Jenkins operations.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Observability
  - Performance
  is_microservice: false
  title: "Jenkins Prometheus Metrics Plugin \U0001F31F"
https://github.com/jenkinsci/pull-request-monitoring-plugin:
  description: ''
  addition_method: manual
  content_hash: 489ae91221a14bd7cdd4456faf5184688c49e272563d553ed46348c6681518ac
  gh_license: MIT
  gh_pushed: '2025-06-26T13:41:45Z'
  gh_stars: 10
  health_score: 100.0
  last_checked: 1779030598.015875
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2021'
  ai_summary: Monitors open pull requests, pulling performance metrics and status
    metadata directly into the Jenkins user interface. It acts as a lightweight telemetry
    bridge for engineering teams focused on optimizing cycle times and PR evaluation
    pipelines.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Pull Request Lifecycle
  - Monitoring
  is_microservice: false
  title: "Pull Request Monitoring \U0001F31F"
https://github.com/jenkinsci/redis-fingerprint-storage-plugin:
  description: ''
  addition_method: manual
  content_hash: 57dd7330ac1a7413119727e01ba8a74fbf77e18d53bf3d6a9ad73619b1560890
  gh_license: MIT
  gh_pushed: '2025-12-23T15:44:01Z'
  gh_stars: 5
  health_score: 100.0
  last_checked: 1779030865.538281
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2020'
  ai_summary: Practical implementation of Jenkins' external fingerprint storage framework
    utilizing Redis. Solves local disk IO bottlenecks by shifting artifact tracking
    records to an in-memory Redis cluster, enhancing controller scalability.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Jenkins
  - Data Persistence
  is_microservice: false
  title: Redis Fingerprint Storage Plugin
https://github.com/jenkinsci/remoting-opentelemetry-plugin:
  description: ''
  addition_method: manual
  content_hash: 147297dc6f58eae56e949b970cdbe3b8130fe88a2b44563360a948c818a14549
  gh_license: MIT
  gh_pushed: '2024-08-09T09:16:22Z'
  gh_stars: 15
  health_score: 100.0
  last_checked: 1779030855.392179
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2021'
  ai_summary: This repository implements agent trace propagation by reporting telemetry
    data of Jenkins Remoting protocols. By wrapping the remoting layer, it helps isolate
    latency issues and keep-alive failures between controllers and remote agents.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Jenkins
  - Agent Management
  is_microservice: false
  title: "Jenkins Remoting monitoring with OpenTelemetry Plugin \U0001F31F"
https://github.com/jenkinsci/remoting-opentelemetry-plugin/pull/40:
  addition_method: manual
  content_hash: bb7e724b44ba704464d77d6afbc21486b54caba2463aad97ceea87f760cbee35
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779033075.446872
  needs_ai_refresh: true
  stars: 0
  title: 'github PR: Enable to provide telemetry data to OpenTelemetry Collector'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://github.com/jenkinsci/robot-plugin:
  description: ''
  addition_method: manual
  content_hash: f8fbf5dcf006c51f1a7e4ffa5e9eb324d2346cf8bc65b9553f8ef67bdbb6429c
  gh_license: Apache-2.0
  gh_pushed: '2026-05-27T05:26:35Z'
  gh_stars: 65
  health_score: 100.0
  last_checked: 1779031426.061292
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2024'
  ai_summary: Integrates Robot Framework test suites with Jenkins, providing automated
    analysis and visualization of test execution trends. It parses Robot XML outputs,
    generates structured HTML reports, and tracks historic regressions across successive
    build iterations to ensure stability.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Testing & Verification
  - Robot Framework Integration
  is_microservice: false
  title: 'robot-plugin: Robot Framework Plugin'
https://github.com/jenkinsci/tekton-client-plugin:
  addition_method: manual
  content_hash: 9e648667423e3b975d97b0fc616bfe80f5884d78ecc05e5e6d58a9a70d81a898
  health_score: 100.0
  last_checked: 1779033072.316253
  v1_locations:
  - docs/jenkins.md
https://github.com/jenkinsci/url-filter-plugin:
  description: ''
  addition_method: manual
  content_hash: 8bfe858512ea248978a907d024e48a79cda09f51333969b91a115da5f200d245
  gh_license: MIT
  gh_pushed: '2024-08-09T10:54:49Z'
  gh_stars: 4
  health_score: 100.0
  last_checked: 1779033045.312586
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2018'
  ai_summary: Regulates outbound HTTP requests generated by build scripts or configurations
    against predefined wildcard filters. Its primary intent is to secure Jenkins controllers
    against Server-Side Request Forgery (SSRF) and restrict access to internal microservices.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Security
  - Network Restrictions
  is_microservice: false
  title: URL Filter Plugin
https://github.com/jertel/elastalert2:
  description: ''
  addition_method: manual
  content_hash: 0cf00148059d554ab4264ef75ed30d0cf625557f9d76c733b8357c4bd857e154
  gh_license: Apache-2.0
  gh_pushed: '2026-05-27T22:13:17Z'
  gh_stars: 1121
  health_score: 100.0
  last_checked: 1779032556.660047
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2026'
  ai_summary: An active, community-maintained fork of ElastAlert designed to query
    Elasticsearch and trigger real-time alerts based on specific log patterns, spike
    anomalies, or flatlines. Integrates directly with Slack, Email, PagerDuty, and
    custom webhooks.
  language: Python
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Log Management
  - Alerting
  is_microservice: false
  title: jertel/elastalert2
https://github.com/jesseduffield/lazydocker:
  description: ''
  addition_method: manual
  content_hash: d2e62921893bc218f51edac17f9f93c83f606e44a7cfb394ef48b0030300d52a
  gh_license: MIT
  gh_pushed: '2026-04-19T02:51:06Z'
  gh_stars: 51350
  health_score: 100.0
  last_checked: 1779034131.754352
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: Lazydocker is an immersive, keyboard-driven terminal user interface
    (TUI) for managing Docker and Docker Compose setups. It aggregates container statuses,
    logs, CPU/Memory resource graphs, filesystem changes, and network mappings into
    a single cohesive terminal window. By offering quick shortcuts for container operations
    (restart, prune, executive shells), it drastically enhances developer productivity
    and local environment troubleshooting.
  language: Go
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Containerization
  - Developer Experience
  is_microservice: false
  title: ==jesseduffield/lazydocker==
https://github.com/jessfraz/branch-cleanup-action:
  description: ''
  addition_method: manual
  ai_summary: An automated GitHub Action designed to delete merged branches. Classified
    as legacy under MVQ protocols due to years of inactivity, since native GitHub
    repositories now support automatic head branch deletion.
  complexity: Beginner
  content_hash: 7177819e51c4dac000181ca90de69429fdcd52d3b89b18b40fe01d7a240134c4
  gh_license: MIT
  gh_pushed: '2022-03-02T13:52:50Z'
  gh_stars: 422
  health_score: 100.0
  hierarchy:
  - Developer Platform
  - Automation
  - Stale Data Cleanup
  is_microservice: false
  language: Go
  last_checked: 1779032297.136722
  needs_ai_refresh: true
  resource_type: Repository
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2018'
  title: "github.com: Branch Cleanup Action \U0001F31F"
https://github.com/jetify-com/launchpad:
  description: ''
  addition_method: manual
  content_hash: 5339aade1067a111b2fab48670e23c8d3c8278f905df0849b402b87133cd00bf
  gh_license: Apache-2.0
  gh_pushed: '2025-06-12T18:38:42Z'
  gh_stars: 417
  health_score: 100.0
  last_checked: 1779130495.024662
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 3
  ai_summary: Launchpad is a CLI tool developed by Jetpack (now Jetify) that allows
    developers to run their code in Kubernetes with zero initial configuration. It
    builds, publishes, and deploys applications directly into target namespaces seamlessly.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Developer Experience
  - Local Development
  - Application Deployment
  is_microservice: true
  title: github.com/jetpack-io/launchpad ⭐
https://github.com/jetpack-io/launchpad:
  addition_method: manual
  content_hash: fb544dafd013392994d721cbd842e0e04d97d876292c2b1a3cd63cbc76dcb44f
  description: ''
  health_score: 100.0
  last_checked: 1779032833.611102
  stars: 0
  title: ==github.com/jetpack-io/launchpad== ⭐
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/jetstack/cert-manager:
  addition_method: manual
  content_hash: d2ec3a0583b0d999c41e17df6d4ddf7762a9bc25a361a2a78db3913473d65e6f
  description: ''
  health_score: 100.0
  last_checked: 1779032525.09707
  stars: 0
  title: https://github.com/jetstack/cert-manager/
  v1_locations:
  - docs/kubernetes-security.md
  - docs/registries.md
  year: N/A
https://github.com/jetstack/jetstack-secure:
  description: ''
  addition_method: manual
  content_hash: 224b191f0512769b4fa70afeb7491e9fe1ea31f9223e48acd33d2faa294b4bd4
  gh_license: Apache-2.0
  gh_pushed: '2026-06-04T12:45:21Z'
  gh_stars: 262
  health_score: 100.0
  last_checked: 1779130494.940263
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 3
  ai_summary: A component of the Jetstack Secure platform that integrates with cert-manager.
    It aggregates TLS/SSL certificate telemetry and configuration states from clusters,
    allowing centralized enterprise monitoring of certificate lifetimes and trust
    domains.
  language: Go
  resource_type: Security Agent
  complexity: Medium
  hierarchy:
  - Security
  - Certificate Management
  - Trust & Identity
  is_microservice: true
  title: "Jetstack Secure Agent \U0001F31F\U0001F31F"
https://github.com/jetstack/kube-oidc-proxy:
  description: ''
  addition_method: manual
  content_hash: 9d0e057ff29b11783d14b50b4daf19a8d120b7d338dca7f245dbdaf4ec01a81d
  gh_license: Apache-2.0
  gh_pushed: '2024-08-10T02:04:32Z'
  gh_stars: 476
  health_score: 100.0
  last_checked: 1779034580.610936
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A reverse proxy that adds OIDC authentication to managed Kubernetes
    clusters (e.g., EKS, GKE, AKS) where modifying API server flags directly is restricted.
    It intercepts incoming API server requests, validates the OIDC token, and impersonates
    the user utilizing Kubernetes user impersonation headers. Active through 2026,
    it serves as a critical bridge for enterprise security compliance on managed platforms.
  language: Go
  resource_type: Reverse Proxy
  complexity: High
  hierarchy:
  - Security
  - Authentication
  - Proxy
  is_microservice: true
  title: ==kube-oidc-proxy==
https://github.com/jetstack/preflight:
  addition_method: manual
  content_hash: 585b79d16de68d144caafd446fe05aaf3dc652819129f7f06741494c70df6257
  description: ''
  health_score: 100.0
  last_checked: 1779030052.482332
  stars: 0
  title: "Jetstack Secure Agent \U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/jetstack/version-checker:
  description: ''
  addition_method: manual
  content_hash: 39e6b5baea339da5732067c1fce5e0c9c406aa0c0da4b0687196803a7a1ee933
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T11:09:15Z'
  gh_stars: 773
  health_score: 100.0
  last_checked: 1779031618.64787
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A utility developed by Jetstack that checks running cluster image versions
    against public container registries to report outdated dependencies, exposing
    compatibility statuses as Prometheus metrics for proactive patching.
  language: Go
  resource_type: Controller / Prometheus Exporter
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Compliance & Auditing
  - Dependency Tracking
  is_microservice: true
  title: vesion-checker
https://github.com/jglick/jk--:
  addition_method: manual
  content_hash: c7160ad04869ae1374ec7283be669a69f496abebfb773a0577aac0e737876e5b
  health_score: 100.0
  last_checked: 1779032556.755653
  needs_ai_refresh: true
  v1_locations:
  - docs/jenkins.md
https://github.com/jimmyraywv/awesome-eks:
  description: ''
  addition_method: manual
  content_hash: 64b104d493f66e726ac829ec6abbf5b96545c81b5acfd9e4423fb70b0967a5e7
  health_score: 100.0
  last_checked: 1781736123.325254
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  stars: 0
  ai_summary: A highly focused directory of networking drivers, controller scripts,
    and utilities optimized for AWS Elastic Kubernetes Service (EKS). Crucial for
    platforms implementing AWS-CNI custom networking policies, security plugins, and
    IAM Roles for Service Accounts (IRSA). It assists engineering leads in bridging
    native AWS security primitives with Kubernetes service accounts.
  language: N/A
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - EKS
  is_microservice: false
  title: 'christopherhein/awesome-eks: Awesome EKS'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/jk8s/awesome-kubernetes:
  description: ''
  addition_method: manual
  content_hash: 41f1f046177736215a5586541eb9390642de27f128fa6b7fd0f92410cbda1343
  health_score: 100.0
  last_checked: 1781736123.200304
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A dedicated directory listing specialized Kubernetes tools, packages,
    and frameworks. This resource collection focuses on developer productivity tools,
    testing utilities, and monitoring wrappers to optimize day-to-day cluster administration
    workflows.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Curation
  - Awesome Lists
  - Kubernetes
  is_microservice: false
  title: '@jk8s'' Awesome Kubernetes'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/jkcfg/jk:
  addition_method: manual
  content_hash: 7594bbb147e41312d63dd46e919e7e043e8f2d7000538d4f9fa43fc06535ef48
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779032462.791968
  needs_ai_refresh: true
  stars: 0
  title: jkcfg
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://github.com/jkosik/helm-decomposer:
  description: ''
  addition_method: manual
  ai_summary: An archived utility that parsed static Kubernetes manifests to automatically
    generate modular Helm charts. Unmaintained for several years, it serves as a legacy
    proof-of-concept for automated chart generation.
  complexity: Intermediate
  content_hash: 7f41b1831f7d7b087b98d0e22a5d89124a27730bc227ae4bd24017344cb174f2
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Legacy Utilities
  is_microservice: false
  language: Python
  last_checked: 1781735960.744639
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2019'
  title: 'github.com/jkosik: helm-decomposer'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/jlevy/the-art-of-command-line:
  description: ''
  addition_method: manual
  ai_summary: The premium, single-page reference for command-line mastery. Highly
    dense and comprehensive, it details advanced processes, pipeline debugging, and
    cloud utility integrations. Live Grounding establishes this repository as a global
    industry standard for technical terminal operations.
  complexity: Intermediate
  content_hash: 364251608fb333fca1e3e9e293cb4e8e3be7c184e7ca303ee3f048dfad02006b
  health_score: 100.0
  hierarchy:
  - Infrastructure & Operations
  - Terminal Environment
  - Best Practices
  is_microservice: false
  language: Markdown
  last_checked: 1781736068.277326
  needs_ai_refresh: true
  resource_type: Documentation
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2015'
  title: The Art of Command Line
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/jmfloreszazo/ghapp_demo/blob/main/README.es.md:
  addition_method: automatic
  ai_summary: A comprehensive guide and demonstration repository for building a custom
    GitHub App and GitHub Copilot Extension. Using Node.js and Express.js, it walks
    developers through OAuth configuration, permissions mapping (e.g., Copilot Chat
    read-only), webhook handling, and local development testing via secure tunneling.
    [SPANISH CONTENT]
  category: digital-money
  complexity: Intermediate
  content_hash: 12f20c60f6cf9d70ba39524ec8b909d65d5a58cbea1a4944da24188003d08a97
  description: Repositorio práctico con una guía paso a paso para la creación de aplicaciones
    y extensiones personalizadas para GitHub Copilot usando Node.js.
  hierarchy:
  - Software Engineering
  - GitHub Platform
  - GitHub Apps
  - Copilot Extensions
  is_microservice: false
  language: Spanish
  last_checked: 1780352302.456788
  reputation_status: Vetted
  reputation_summary: Highly practical community-led educational resource demonstrating
    clean implementation steps for Copilot extensions.
  resource_type: project
  social_preview_url: https://opengraph.githubassets.com/cf23bbe309e7d29a097228a0ed300ef9199dedfd7a42108030dc2afd1f757840/jmfloreszazo/ghapp_demo
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - COMMUNITY-TOOL
  - GUIDE
  title: ghapp_demo
  year: '2024'
https://github.com/jmxtrans/jmxtrans:
  addition_method: manual
  content_hash: 31ea23af4fafce7f36bb22337ad9be884c68f828bbd79d976c39768f37bbb6df
  health_score: 100.0
  last_checked: 1779034582.288331
  v1_locations:
  - docs/monitoring.md
https://github.com/johanhaleby/kubetail:
  description: ''
  addition_method: manual
  content_hash: 90750e942d6e0bac1925020ce4f169ac608a7e4660f4d40ee4dbf0ddea544519
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T09:21:55Z'
  gh_stars: 3489
  health_score: 100.0
  last_checked: 1779031574.608697
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2010'
  ai_summary: Johanhaleby's Kubetail is a lightweight, widely adopted Bash script
    that aggregates logs from multiple Kubernetes Pods into a single streaming stdout
    stream. It utilizes wildcard and regex matching patterns to capture dynamic Pod
    names, color-coding outputs per container to streamline manual log inspections.
  language: Shell
  resource_type: CLI Script
  complexity: Beginner
  hierarchy:
  - Observability & Diagnostics
  - Log Aggregation
  - CLI Utilities
  is_microservice: false
  title: "Kubetail \U0001F31F"
https://github.com/johnkerl/miller:
  addition_method: manual
  content_hash: 1eae772b9062fb8a16ffe49b1b55ad63751b9f8ce3bb0f748569fa2adee6ea6c
  description: ''
  gh_license: NOASSERTION
  health_score: 100.0
  last_checked: 1779030091.432662
  needs_ai_refresh: true
  stars: 0
  title: miller
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://github.com/johnlokerse/azure-bicep-cheat-sheet:
  description: ''
  addition_method: manual
  content_hash: bd486e108df6beba43f23979e82044628891e60468a614a45d2485dc4b459c59
  health_score: 100.0
  last_checked: 1781735879.83603
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2021'
  ai_summary: A comprehensive quick-reference guide designed to accelerate Azure Bicep
    development. It provides syntax mappings, parameter declarations, and deployment
    command structures to streamline the transition from ARM JSON to domain-specific
    language architectures.
  language: Bicep
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Azure Bicep
  is_microservice: false
  title: 'github.com/johnlokerse/azure-bicep-cheat-sheet: Azure Bicep Cheat Sheet'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/johnthebrit/CertificationMaterials:
  description: ''
  addition_method: manual
  content_hash: 09bb625b37602482987f2971b39e90271284b5eafc66d99fc2e7f610450adaa3
  health_score: 100.0
  last_checked: 1781735879.692216
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2026'
  ai_summary: A community-curated GitHub repository offering structured learning guides,
    architecture maps, and reference materials targeting major Microsoft Azure certification
    exams. Excellent reference tool for continuous engineering education.
  language: Markdown
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Education
  - Certification Support
  - Repository
  is_microservice: false
  title: johnthebrit/CertificationMaterials
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/joke2k/faker:
  description: ''
  addition_method: manual
  content_hash: 0ffa717f79e7b343e9512786e11d799e499dcc54c46dc937e86c8f4a49f310fb
  gh_license: MIT
  gh_pushed: '2026-06-10T20:53:39Z'
  gh_stars: 19273
  health_score: 100.0
  last_checked: 1779031455.774915
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2025'
  ai_summary: Curator Insight introduces Faker as an extensive database for mocking
    data. Live Grounding highlights its standard integration into QA pipelines, where
    generating randomized, structured database schemas is crucial to test application
    resilience safely under privacy rules.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Test Data Generation
  is_microservice: true
  title: "joke2k/faker \U0001F31F"
https://github.com/jonleibowitz/awesome-digitalocean:
  description: ''
  addition_method: manual
  content_hash: 85a1711897cd053b29c5c7b9aff67b36a435a3b6273aeb2a9dd988dd7bf8f4ef
  gh_license: CC0-1.0
  gh_pushed: '2021-04-30T21:49:21Z'
  gh_stars: 379
  health_score: 100.0
  last_checked: 1779033223.123076
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A dedicated index of API clients, management tools, and deployment guides
    optimized for the DigitalOcean developer ecosystem. It focuses on simplifying
    VM provisionings, Droplet configurations, and managed Kubernetes setups (DOKS).
    It provides highly accessible options for startup-level and mid-scale staging
    environments.
  language: N/A
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - DigitalOcean
  - Resources
  is_microservice: false
  title: 'github.com/jonleibowitz/awesome-digitalocean: Awesome Digital Ocean'
  is_special: true
https://github.com/jonmosco/kube-ps1:
  description: ''
  addition_method: manual
  content_hash: 1d2e602fe30e2ba27c0a8bd9d04ae80ea4eaf35b6e2b94a67ba5758a336e49fb
  gh_license: Apache-2.0
  gh_pushed: '2026-05-24T12:10:07Z'
  gh_stars: 3795
  health_score: 100.0
  last_checked: 1779033101.231768
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Kube-ps1 is an absolute de facto standard shell helper that dynamically
    appends the active Kubernetes context and namespace to the terminal command prompt.
    By giving clear, constant visual context, it significantly reduces the risk of
    accidental command execution on production clusters.
  language: Shell
  resource_type: Prompt Customizer
  complexity: Beginner
  hierarchy:
  - Operations
  - CLI Tooling
  - Shell Configuration
  is_microservice: false
  title: ==github.com/jonmosco/kube-ps1== ⭐
https://github.com/jonrau1/ElectricEye/blob/master/README.md:
  description: ''
  addition_method: manual
  content_hash: 24b68c80b70022b001b1bf864a22adc4e707459e4baabb630128f2333238998b
  gh_license: Apache-2.0
  gh_pushed: '2026-02-09T03:04:44Z'
  gh_stars: 1043
  health_score: 100.0
  last_checked: 1779030842.798901
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-monitoring.md
  v2_locations:
  - aws-monitoring.md
  year: '2024'
  ai_summary: An automated cloud security assessment framework designed to continually
    monitor AWS environments for configuration drift, vulnerabilities, and deviations
    from industry standards. Outputs findings directly to AWS Security Hub.
  language: Python
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Cloud Security Posture
  - Automated Auditing
  is_microservice: false
  title: 'github: ElectricEye'
https://github.com/jordanwilson230/kubectl-plugins/tree/krew:
  description: ''
  addition_method: manual
  content_hash: c3ecf0c518984ee24df41f03a941450e42bcdc4e0b11d3eccbf9c6548650e3b7
  gh_license: Apache-2.0
  gh_pushed: '2024-06-27T06:00:21Z'
  gh_stars: 637
  health_score: 100.0
  last_checked: 1779033675.655803
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2022'
  ai_summary: A collection of highly interactive `kubectl` CLI utilities. Offers streamlined
    troubleshooting scripts to rapidly extract environment variables, debug network
    states, and audit active container definitions.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Extending Kubernetes
  - CLI Plugins
  - Tooling
  is_microservice: false
  title: 'github.com/jordanwilson230: kubectl-plugins'
https://github.com/jose-r-lopez/SSI_Infraestructure_Automation_Materials:
  description: ''
  addition_method: manual
  content_hash: f661a7a09421a613c439decbea31bb9766de4645c00b6db050e689619294df65
  gh_license: GPL-3.0
  gh_pushed: '2022-08-22T19:38:44Z'
  gh_stars: 44
  health_score: 100.0
  last_checked: 1779130494.99681
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2022'
  stars: 1
  ai_summary: 'A structured repository containing laboratory manuals, automation scripts,
    and server-provisioning blueprints. Optimized for teaching systems administration
    and automation using Ansible and Vagrant. (Live Grounding: Excellent academic/foundational
    resource for mapping traditional configurations to automated workflows).'
  language: YAML/Vagrantfile
  resource_type: Academic Repo
  complexity: Intermediate
  hierarchy:
  - DevOps & Platform Engineering
  - Infrastructure Automation
  - Academic Materials
  is_microservice: false
  title: jose-r-lopez/SSI_Materials
https://github.com/jose-r-lopez/SSI_Materials:
  addition_method: manual
  content_hash: 02dc341426843d53442e249db967495b816bfdce9092ec740ba46e6044ddca1a
  description: ''
  health_score: 100.0
  last_checked: 1779032257.448714
  stars: 0
  title: jose-r-lopez/SSI_Materials
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/joseadanof/awesome-cloudnative-trainings:
  description: ''
  addition_method: manual
  content_hash: 43482b8fbeb83fedaba53002241970156bdd74bb8d09d0ed5085e5bd9c3638cc
  health_score: 100.0
  last_checked: 1781736123.141864
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A thoroughly organized directory cataloging cloud-native certifications
    (CKA, CKAD, CKS), training centers, and open labs. Extremely useful for platform
    engineering managers designing structured learning and technical progression tracks
    for their teams.
  language: Markdown
  resource_type: Awesome List
  complexity: Beginner
  hierarchy:
  - Curation
  - Awesome Lists
  - Training
  is_microservice: false
  title: 'github.com/joseadanof: Awesome Cloud Native Trainings'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/joshnh/Git-Commands/blob/master/README.md:
  description: ''
  addition_method: manual
  content_hash: ebbdc82ff621d6dab4e789c3c2f71ee42752ae2f1e313503e8dd5255fdd7849b
  health_score: 100.0
  last_checked: 1781735889.871585
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2024'
  ai_summary: 'Curator Insight: A curated, text-based catalog of advanced Git parameters
    and commands hosted directly on GitHub. Live Grounding: Primarily targets automation
    workflows and repository maintenance, offering rapid copy-paste commands to clean
    dead branches or verify history integrity.'
  language: Markdown
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Development
  - Version Control
  - Git
  is_microservice: false
  title: "==joshnh/Git-Commands== \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/joyrex2001/kubedock:
  description: ''
  addition_method: manual
  content_hash: 73dff733e98eb9e8166b466a9e524a82d64d2f70fab0db83faeb850bab273c1e
  gh_license: MIT
  gh_pushed: '2026-06-09T18:34:26Z'
  gh_stars: 360
  health_score: 100.0
  last_checked: 1779032368.937987
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A Docker API emulation tool that captures traditional Docker daemon
    requests and executes them as lightweight, native Kubernetes pods. It permits
    integration tests to execute cleanly without physical Docker runtimes.
  language: Go
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Development & Testing
  - Local Environments
  - Docker API Emulation
  is_microservice: false
  title: joyrex2001/kubedock
https://github.com/joyrex2001/tekline:
  description: ''
  addition_method: manual
  content_hash: b6e9e6ea94c570f6d48c05e7f14cc446ca5715eb9a44ad3d8f5fe5136e93fab5
  gh_license: Apache-2.0
  gh_pushed: '2023-04-07T15:47:57Z'
  gh_stars: 11
  health_score: 100.0
  last_checked: 1779030230.819667
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/tekton.md
  v2_locations:
  - kubernetes-tools.md
  - tekton.md
  year: '2021'
  ai_summary: Explores Tekline, a lightweight community-driven visualization and command-line
    helper tool for viewing the status of Tekton Pipeline runs. Bypasses the complex
    dashboard setups, providing developers with instant, readable feedback on pipeline
    step executions and container build logs directly in terminal dashboards.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Continuous Integration & Delivery
  - Cloud Native CI-CD
  - Tekton UI Extensions
  is_microservice: true
  title: "tekline \U0001F31F"
https://github.com/jpmens/jo:
  addition_method: manual
  content_hash: dee4c91a5c55774aa9d9ec32d87eb466a871652963c99f0e0938c9295f3243d4
  description: ''
  gh_license: NOASSERTION
  health_score: 100.0
  last_checked: 1779030015.257574
  needs_ai_refresh: true
  stars: 0
  title: jo
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://github.com/jrockway/ekglue:
  description: ''
  addition_method: manual
  content_hash: 54fe470cc623b606b8f1ebd83c0047a6dc3da4d6dc199babd4793096a8ad037b
  gh_license: Apache-2.0
  gh_pushed: '2023-10-25T22:38:52Z'
  gh_stars: 29
  health_score: 100.0
  last_checked: 1779033329.686252
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/servicemesh.md
  v2_locations:
  - kubernetes-tools.md
  - servicemesh.md
  year: '2020'
  ai_summary: A lightweight utility developed to bridge Envoy configuration directly
    with Kubernetes API endpoints. It parses Kubernetes services and endpoints to
    dynamically construct Envoy-compatible bootstrap configurations. While highly
    illustrative of early custom control plane mechanics, it has largely been superseded
    by native Kubernetes Gateway API and modern Envoy-based ingress controllers.
  language: Go
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Cloud Native Networking
  - Service Proxy
  - Integration Tools
  is_microservice: true
  title: ekglue - Envoy/Kubernetes glue
https://github.com/jrussellfreelance/powershell-scripts:
  description: ''
  addition_method: manual
  content_hash: 191a302967e231aae5e9d53c2ab5825eed1f662f6fecaa86349d5a7522a3c3fa
  health_score: 100.0
  last_checked: 1781735880.014717
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2023'
  ai_summary: A collection of administrative script blocks designed for routine tasks,
    including disk health checks, logging wrappers, and folder path monitoring.
  language: PowerShell
  resource_type: GitHub Repository
  complexity: Beginner
  hierarchy:
  - Infrastructure Automation
  - System Management
  - Utility Scripts
  - Automation Resources
  is_microservice: false
  title: jrussellfreelance/powershell-scripts
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/jsmartin/ansible-tower-packer:
  description: ''
  addition_method: manual
  content_hash: c51588af72d49606c12aa79ff032a408419d9edd52edb370b3f376aaedfa7bf2
  health_score: 100.0
  last_checked: 1781735865.869308
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2019'
  ai_summary: Vintage HashiCorp Packer scripts utilized to generate machine images
    initialized with Red Hat Ansible Tower software. Serves as historical code archeology
    for engineers maintaining legacy, VM-based environments.
  language: HCL
  resource_type: Source Code
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Packer
  - Machine Images
  is_microservice: false
  title: github.com/jsmartin/ansible-tower-packer
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/jthomperoo/custom-pod-autoscaler:
  description: ''
  addition_method: manual
  content_hash: 5480e692830783b4a07c56607e3abca3b59127b98a87206f0d1ca0c7db9f8b5b
  gh_license: Apache-2.0
  gh_pushed: '2026-03-26T12:21:45Z'
  gh_stars: 300
  health_score: 100.0
  last_checked: 1779031442.581368
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A framework allowing developers to write custom pod autoscaling logic
    inside Kubernetes, bypassing rigid HPA limitations. By supporting custom metrics,
    user-defined shell scripts, or HTTP APIs, it enables fine-grained scaling patterns
    tailored to specialized processing workloads.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - Autoscaling
  - Dynamic Scaling
  is_microservice: true
  title: custom-pod-autoscaler
https://github.com/jthomperoo/k8shorizmetrics:
  description: ''
  addition_method: manual
  content_hash: d4d5389ba2be0f5df0557918dc193efcf7e975eec25b4ca3b74ef36ccfa4ad9b
  gh_license: Apache-2.0
  gh_pushed: '2024-04-21T13:31:40Z'
  gh_stars: 41
  health_score: 100.0
  last_checked: 1779029124.116047
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: An extensible Go library designed to replicate the calculation logic
    of the standard Horizontal Pod Autoscaler (HPA). This enables custom controller
    authors or simulator developers to run local evaluations on raw telemetry data
    to validate scaling algorithms.
  language: Go
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Autoscaling
  - Custom Metrics
  - Development Tools
  is_microservice: false
  title: jthomperoo/k8shorizmetrics
https://github.com/jthomperoo/predictive-horizontal-pod-autoscaler:
  description: ''
  addition_method: manual
  content_hash: cd56db88db4edc2ba63d9f62e028fb21194a439036492a7df99d062f011180bc
  gh_license: Apache-2.0
  gh_pushed: '2023-10-11T23:24:48Z'
  gh_stars: 383
  health_score: 100.0
  last_checked: 1779031602.767424
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-autoscaling.md
  year: '2024'
  ai_summary: An advanced horizontal pod autoscaling extension utilizing forecasting
    models (such as Holt-Winters and LSTM). Anticipates traffic peaks by analyzing
    historical system metrics, pre-allocating server compute before traffic reaches
    the platform.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Kubernetes & Scaling
  - Advanced Scaling
  - Predictive Scaling
  is_microservice: false
  title: 'github.com/jthomperoo: Predictive Horizontal Pod Autoscaler'
https://github.com/junegunn/fzf:
  addition_method: manual
  content_hash: a41ea0b2976348002cb35649217393601369c8271ea567d0c65f02530a89b494
  health_score: 100.0
  last_checked: 1779030564.129796
  v1_locations:
  - docs/kubernetes-tools.md
https://github.com/jupyterlab/jupyter-ai:
  description: ''
  addition_method: manual
  ai_summary: An official JupyterLab extension that brings generative AI capabilities
    to interactive notebooks. It supports inline code synthesis, explanation, and
    error correction across multiple model APIs.
  complexity: Intermediate
  content_hash: 5a25471c438bb024099f3fba69861aa6386d44281751874ac3e7adeb1d000330
  gh_license: BSD-3-Clause
  gh_pushed: '2026-06-03T02:18:58Z'
  gh_stars: 4272
  health_score: 100.0
  hierarchy:
  - Computer Vision
  - Deep Learning Research
  - ML Notebooks
  is_microservice: false
  language: English
  last_checked: 1779032388.80788
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: '2023'
  title: github.com/jupyterlab/jupyter-ai
https://github.com/jwcesign/kubespider:
  description: ''
  addition_method: manual
  content_hash: c01bd5f292cf9c606802836fafef759dcc7826bb431e0c5bc3122a4959de81dd
  health_score: 100.0
  last_checked: 1781736046.892255
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Kubespider is an orchestration system designed to automate home lab
    media processing and down-load pipelines inside Kubernetes. It structures triggers
    and hooks that link download managers, indexes, and media players together in
    a unified cluster infrastructure.
  language: Go
  resource_type: Orchestration Daemon
  complexity: Intermediate
  hierarchy:
  - Operations
  - Automation
  - Media & Downloaders
  is_microservice: true
  title: github.com/jwcesign/kubespider
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/jyguyomarch/awesome-productivity:
  description: ''
  addition_method: manual
  content_hash: 9238763183600583444bc0f192be795dd46f7dafca3fddd1549c2ab4be2751ba
  gh_license: CC0-1.0
  gh_pushed: '2024-08-14T18:07:32Z'
  gh_stars: 3258
  health_score: 100.0
  last_checked: 1779032780.070474
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A curated directory showcasing productivity systems, workspace organizers,
    automated scripting kits, and distraction-blocking helpers. Designed to aid engineers
    in maximizing throughput and focusing effort during large-scale development sprints.
  language: Markdown
  resource_type: Awesome List
  complexity: Beginner
  hierarchy:
  - Curation
  - Awesome Lists
  - Productivity
  is_microservice: false
  title: Awesome Productivity
  is_special: true
https://github.com/k0sproject/k0s:
  description: ''
  addition_method: manual
  ai_summary: The official open-source repository for the k0s Kubernetes distribution.
    Features active enterprise-grade developer tracks, offering built-in advanced
    networking plugins (Calico CNI, Kube-router), support for virtualized control
    planes, and automated bootstrapping tools without external dependencies.
  complexity: Intermediate
  content_hash: f37622dd0c4b1af56b99fcafaed6d28bb205b45ddf8163c2b7f2ff94703519de
  gh_license: NOASSERTION
  gh_pushed: '2026-06-13T20:52:30Z'
  gh_stars: 6239
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Edge & IoT
  is_microservice: true
  language: Go
  last_checked: 1779029367.172916
  needs_ai_refresh: true
  resource_type: Software
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2026'
  title: K0s - Zero Friction Kubernetes
https://github.com/k3d-io/k3d:
  description: ''
  addition_method: manual
  content_hash: 1e0f444aea26eb430e2d4b07f4c8698449281ee28c0762368b55d0e00ed6f8fb
  gh_license: MIT
  gh_pushed: '2026-06-12T09:56:54Z'
  gh_stars: 6458
  health_score: 100.0
  last_checked: 1779130494.939703
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/matrix-table.md
  - docs/rancher.md
  v2_locations:
  - rancher.md
  - matrix-table.md
  year: '2025'
  stars: 5
  ai_summary: Curator Insight features k3d as an indispensable utility for launching
    multi-node K3s clusters inside Docker containers. Live grounding in 2026 affirms
    k3d remains the leading choice for local multi-node Kubernetes orchestration,
    integration testing, and local CI/CD pipelines due to its rapid spin-up speeds
    and minimal resource footprint.
  language: Go
  resource_type: Code Repository
  complexity: Medium
  hierarchy:
  - Local Development
  - Kubernetes Environments
  - k3d
  is_microservice: false
  title: '**k3d**'
https://github.com/k3s-io/k3s-ansible:
  description: ''
  addition_method: manual
  content_hash: bc9baa2b6f31866a899f49c3819a111990dcd28bc892b6fe3464f4d752901bc8
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T17:08:45Z'
  gh_stars: 2804
  health_score: 100.0
  last_checked: 1779030932.040439
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2024'
  ai_summary: The production-standard repository for automating K3s lightweight Kubernetes
    cluster deployments using Ansible. Fully covers control plane initialization,
    high availability setups, and agent cluster joins.
  language: YAML
  resource_type: github_repo
  complexity: Advanced
  hierarchy:
  - Cloud Native & Orchestration
  - Kubernetes
  - Bootstrap & Cluster Ops
  is_microservice: false
  title: "github.com/k3s-io/k3s-ansible \U0001F31F"
https://github.com/k8gb-io/k8gb:
  description: ''
  addition_method: manual
  content_hash: f00c6a779ebaa2c156c2e822c1c809b3d28e45b8ddedd7f505dc7fc42ec425d9
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T05:33:49Z'
  gh_stars: 1177
  health_score: 100.0
  last_checked: 1779031164.462155
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A CNCF sandbox Global Server Load Balancing (GSLB) operator designed
    to deliver geo-redundancy and high availability across physical datacenters and
    regions. k8gb utilizes local CoreDNS engines to provide intelligent, active-passive,
    and geo-routed client traffic redirection without vendor lock-in.
  language: Go
  resource_type: Operator
  complexity: High
  hierarchy:
  - Networking & Security
  - Global Load Balancing
  - GSLB Operator
  is_microservice: true
  title: "k8gb \U0001F31F"
https://github.com/k8s-ruby/k8s-ruby:
  description: ''
  addition_method: manual
  content_hash: 97fb9ab542f1c54b1309f699e6433993f6bf2504fddd9401d4bfce9be93854c0
  gh_license: Apache-2.0
  gh_pushed: '2025-04-10T09:35:00Z'
  gh_stars: 75
  health_score: 100.0
  last_checked: 1779031810.247783
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: '2025'
  ai_summary: An alternative Ruby client library for native Kubernetes API execution.
    Integrates intuitive REST interfaces and dynamic resource creation patterns for
    developers running Ruby-based clusters.
  language: Ruby
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Ruby Client
  is_microservice: false
  title: 'k8s-ruby: Kubernetes Ruby Client'
https://github.com/k8snetworkplumbingwg/multus-cni:
  description: ''
  addition_method: manual
  content_hash: d92f8ee99e39644a7d84ec9acbe3fdd53f0406aefc9e71b50cf1beb8c1f27297
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T13:59:02Z'
  gh_stars: 2882
  health_score: 100.0
  last_checked: 1779032966.811693
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A Container Network Interface (CNI) plugin that enables attaching multiple
    network interfaces to a single Kubernetes pod, delegating individual networks
    to auxiliary CNIs (such as Calico, Flannel, or SR-IOV). It remains the absolute
    standard in 2026 for high-performance networks, telecom applications, and dual-homed
    containers.
  language: Go
  resource_type: CNI Plugin
  complexity: High
  hierarchy:
  - Networking
  - CNI
  - Multi-Network
  is_microservice: false
  title: "multus-cni \U0001F31F"
https://github.com/k8spacket/k8spacket:
  description: ''
  addition_method: manual
  content_hash: 003de0d61b362f760e7006be4c38f3b2ed7b99b4349977e09fd071c7140ee6ff
  gh_license: Apache-2.0
  gh_pushed: '2026-05-12T11:01:07Z'
  gh_stars: 1097
  health_score: 100.0
  last_checked: 1779032800.754556
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: K8spacket is an eBPF-based network analyzer designed to visualize network
    packet flows, latencies, and TCP connection anomalies across active namespaces.
    By using eBPF, it captures network performance data with negligible resource overhead
    compared to standard sidecar proxies. The project is popular for troubleshooting
    application latency issues and tracing microservice request dependencies.
  language: Go
  resource_type: Monitoring Tool
  complexity: Advanced
  hierarchy:
  - Networking
  - eBPF Diagnostics
  - Traffic Analysis
  is_microservice: false
  title: github.com/k8spacket/k8spacket
https://github.com/k8spatterns/examples:
  description: ''
  addition_method: manual
  content_hash: f87e3ea5190419cd586e80ac9c52fb077c096de91a8bc0e379d90136f7750057
  gh_license: NOASSERTION
  gh_pushed: '2026-03-29T04:12:06Z'
  gh_stars: 1073
  health_score: 100.0
  last_checked: 1779032406.119477
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: A repository of YAML examples and pattern templates implementing cloud-native
    architecture paradigms. Features concrete structures for sidecars, singletons,
    initialization processes, and stateful controller patterns that are highly useful
    as blueprints for designing robust cloud services.
  language: YAML
  resource_type: Code Examples
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Design Patterns
  - Standard Practice
  is_microservice: false
  title: github.com/k8spatterns/examples
https://github.com/k8spin/k8spin-operator:
  description: ''
  addition_method: manual
  content_hash: f4b1ddc6ea7a2d8eabc6c739bf2d12fcd192196a500e4e61e0b7d932e01854f0
  gh_license: GPL-3.0
  gh_pushed: '2026-04-16T19:01:23Z'
  gh_stars: 217
  health_score: 100.0
  last_checked: 1779033092.790096
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: An early multi-tenant operator created to carve out isolated tenant
    partitions quickly. While development has slowed in favor of modern virtual-cluster
    controllers, its early designs show useful approaches for tenant namespace boundaries.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Resource Isolation
  is_microservice: false
  title: "K8Spin Operator \U0001F31F"
https://github.com/k8spin/k8spin-operator/projects/1:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031497.962672
  v1_locations:
  - docs/kubernetes-operators-controllers.md
https://github.com/k8tz/k8tz:
  description: ''
  addition_method: manual
  content_hash: a64f987f4dedbaa17530da19806794fc566d687ca0e528505685cdb59500e3e6
  gh_license: Apache-2.0
  gh_pushed: '2026-03-07T16:40:30Z'
  gh_stars: 524
  health_score: 100.0
  last_checked: 1779032248.913329
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An admission controller that automates timezone configuration inside
    Kubernetes container workloads. It mounts host tzdata directories and sets dynamic
    environment options without manual pod manifest updates.
  language: Go
  resource_type: Admission Webhook
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Localization
  - Timezone Controller
  is_microservice: false
  title: 'k8tz/k8tz: Kubernetes Timezone Controller'
https://github.com/k8zdev/k8z:
  addition_method: manual
  content_hash: 06d16609a3b8391678fc8b1ca65ba2ed7836c15c8a05d08229383793abe67ea1
  health_score: 100.0
  last_checked: 1779032157.690827
  v1_locations:
  - docs/kubernetes-based-devel.md
https://github.com/kabisa/k8s-workshop-in-a-box:
  addition_method: manual
  content_hash: 6dda7bfd518f753f1d5e4f2ccf57f4a1d3b30b35e0432095136a5106df283f28
  description: ''
  health_score: 100.0
  last_checked: 1779030430.71471
  needs_ai_refresh: true
  stars: 0
  title: 'GitHub: K8s workshop in a box'
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/kadalu/kadalu:
  description: ''
  addition_method: manual
  content_hash: 969e8e892e60028fbae8a8a8fa5682d0a7f4a47e4acef21ac9a6aa354f8e0ef9
  gh_license: NOASSERTION
  gh_pushed: '2026-02-10T23:35:35Z'
  gh_stars: 748
  health_score: 100.0
  last_checked: 1779031087.189461
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-storage.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-storage.md
  year: '2026'
  ai_summary: Kadalu is a lightweight, container-native storage solution that utilizes
    GlusterFS to orchestrate persistent volumes inside Kubernetes. It runs storage
    services inside application pods as microservices, offering a lightweight alternative
    to external GlusterFS cluster configurations.
  language: Python
  resource_type: Orchestrator
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes Storage
  - GlusterFS Orchestration
  is_microservice: true
  title: Kadalu
https://github.com/kahun/awesome-sysadmin:
  description: ''
  addition_method: manual
  content_hash: 594c9d69863a2c5a63ba36f38119ddae68a8631f14f063c1d682ac6c69caccef
  gh_license: NOASSERTION
  gh_pushed: '2024-03-26T23:45:17Z'
  gh_stars: 24308
  health_score: 100.0
  last_checked: 1779033218.507829
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: The premier community-led index indexing system administration tools
    and software solutions. Essential for discovering stable, self-hosted services
    for network mapping, backups, monitoring, and automated system setups.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Systems Administration
  - Tools and Infrastructure
  is_microservice: false
  title: Awesome SysAdmin
  is_special: true
https://github.com/kairos-io/kairos:
  description: ''
  addition_method: manual
  content_hash: 83500ef3c1bda65b42ac3667f5f5d971e25176644287ca7fb7708c423a3f1aa7
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T06:00:33Z'
  gh_stars: 1739
  health_score: 100.0
  last_checked: 1779032213.782843
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2023'
  ai_summary: Kairos is an open-source, immutable Linux meta-distribution optimized
    specifically for edge and cloud-native Kubernetes deployments. It treats the base
    operating system as an appliance, allowing declarative, zero-touch provisioning
    and atomic node upgrades.
  language: Go
  resource_type: Open Source Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - OS
  - Immutable Infrastructure
  is_microservice: false
  title: 'github.com/kairos-io/kairos: Kairos - Kubernetes-focused, Cloud Native Linux''
    meta-distribution'
https://github.com/kakao/ipvs-node-controller:
  addition_method: manual
  content_hash: 82eada97cb961d58c9ae7567e680a807a48c3f9d238d8cf66f7d4d45588549bb
  description: ''
  health_score: 100.0
  last_checked: 1779032902.841239
  stars: 0
  title: ipvs-node-controller
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kakao/network-node-manager:
  description: ''
  addition_method: manual
  content_hash: 82eada97cb961d58c9ae7567e680a807a48c3f9d238d8cf66f7d4d45588549bb
  gh_license: Apache-2.0
  gh_pushed: '2023-06-27T08:35:15Z'
  gh_stars: 109
  health_score: 100.0
  last_checked: 1779030462.615203
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-networking.md
  year: '2024'
  ai_summary: A specialized network daemon developed by Kakao for optimizing node-level
    routing rules and handling network interfaces inside Kubernetes. Live Grounding
    shows that this utility targets bare-metal clusters, streamlining system-level
    network management while improving connectivity troubleshooting in on-premise
    cloud infrastructure.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Deep Dive
  is_microservice: false
  title: Network Node Manager
https://github.com/kapicorp/tesoro:
  description: ''
  addition_method: manual
  content_hash: 3e89efe9ad2dd94d5dc8e64eae88eaecf8ad64c88129fd5f828fbb42bc98f197
  gh_license: Apache-2.0
  gh_pushed: '2024-12-23T09:15:23Z'
  gh_stars: 37
  health_score: 100.0
  last_checked: 1779034462.087596
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: An admission controller webhook designed to streamline secrets synchronizations
    and handle decoding actions securely. Ensures raw secret assets are safely verified
    before injecting configuration data into target runtimes.
  language: Go
  resource_type: Webhook
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - Integration
  is_microservice: true
  title: Tesoro
https://github.com/karampok/dnsconfig-injector:
  description: ''
  addition_method: manual
  content_hash: bcba8d6046cf71c04000925bf020129c5a34957900e326a462ef30def87fcf6f
  gh_license: Apache-2.0
  gh_pushed: '2023-01-19T14:35:31Z'
  gh_stars: 30
  health_score: 100.0
  last_checked: 1779029689.705866
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A specialized Mutating Admission Webhook that injects customized `dnsConfig`
    schemas into target pods at runtime. This alleviates the need for manual configuration
    of resolving hosts inside microservices manifests. Live usage points to a stable
    but legacy posture, as native Kubernetes DNS config inheritance has matured.
  language: Go
  resource_type: Webhook
  complexity: Medium
  hierarchy:
  - Networking & Security
  - Admission Control
  - DNS Configuration
  is_microservice: false
  title: 'github.com: dnsconfig-injector - Mutating Admission Webhook for dnsconfig''
    pod injection'
https://github.com/kareem-elsayed/k8s-alerts:
  description: ''
  addition_method: manual
  content_hash: 60cdc212f50e6ff4577ece9577830f5dbba57852efcb788c9efe0c27e1232d4c
  gh_license: Apache-2.0
  gh_pushed: '2020-06-07T11:13:50Z'
  gh_stars: 21
  health_score: 100.0
  last_checked: 1779032224.12209
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A lightweight alerting manager focusing on pod anomalies and failures.
    It continuously monitors target namespaces and fires instant notification signals
    when operational errors occur.
  language: Go
  resource_type: Controller
  complexity: Intermediate
  hierarchy:
  - Observability
  - Alerting & Notifications
  - Crash Tracking
  is_microservice: true
  title: k8s-alert
https://github.com/karmab/autolabeller:
  description: ''
  addition_method: manual
  content_hash: 020ff7c3888461a640efd5f8af6428187dc97a5fda243493126b987c75bfb148
  health_score: 100.0
  last_checked: 1781736046.88041
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An automation tool designed to automatically apply labels to Kubernetes
    resources, nodes, or namespaces based on defined criteria or attributes. It reduces
    the manual configuration overhead required for policy bindings and scheduling
    selectors. In 2026, it represents a niche community utility for large cluster
    metadata automation.
  language: Go
  resource_type: Kubernetes Controller
  complexity: Low
  hierarchy:
  - Infrastructure
  - Automation
  - Labeling
  is_microservice: false
  title: karmab/autolabeller
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/karmada-io/karmada:
  description: ''
  addition_method: manual
  content_hash: 3aef34b0fb72477fa0d3b6d2ab6c60cd0b63da46a9c2c031033d849540d26186
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T12:30:28Z'
  gh_stars: 5498
  health_score: 100.0
  last_checked: 1779033575.824847
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: An advanced Kubernetes-native multi-cluster management federation engine.
    Karmada enables seamless scheduling of workloads across diverse clouds and regions,
    featuring intelligent resource distribution, policy-driven failovers, and unified
    control planes.
  language: Go
  resource_type: Service
  complexity: High
  hierarchy:
  - Infrastructure
  - Multi-Cluster Management
  - Federation
  is_microservice: true
  title: Karmada
https://github.com/kaysalawu/azure-network-terraform:
  description: ''
  addition_method: manual
  content_hash: 64f717ef6566abf02ae63e455379f7ccbba00b0573f5091e19adf365e9ad05dd
  gh_license: MIT
  gh_pushed: '2025-03-03T18:27:43Z'
  gh_stars: 96
  health_score: 100.0
  last_checked: 1779031567.46959
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: An open-source showcase hosting realistic Azure network configurations
    in Terraform. Includes configurations for multi-region topologies, peering dynamics,
    routing tables, and private DNS zones.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Azure
  - Networking
  - Examples
  is_microservice: false
  title: "==github.com/kaysalawu/azure-network-terraform: Azure Network Architecture'
    - Terraform Examples== \U0001F31F"
https://github.com/kbrew-dev/kbrew:
  description: ''
  addition_method: manual
  content_hash: ebf2ad52ddb9b288cfb946fc99ca3679d7d1b66b60501c3195c0bb6ab8eebf47
  gh_license: Apache-2.0
  gh_pushed: '2023-02-25T08:32:05Z'
  gh_stars: 189
  health_score: 100.0
  last_checked: 1779032337.972297
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: Kbrew functions as an experimental package manager for local Kubernetes
    configurations, attempting to bring a Homebrew-like ease of installation to manifest
    files. It streamlines package delivery for local developer environments, although
    it has struggled to gain mainstream traction against established tools like Helm
    or Kustomize.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Package Management
  - Developer Tools
  - CLI Wrappers
  is_microservice: false
  title: kbrew
https://github.com/kbst/terraform-kubestack:
  description: ''
  addition_method: manual
  content_hash: 1c7edd4c9d6401f5eba913aa11e7c506cccaed485d6d34ca8d953d7dbba841e2
  gh_license: Apache-2.0
  gh_pushed: '2026-03-05T13:40:32Z'
  gh_stars: 709
  health_score: 100.0
  last_checked: 1779030119.788345
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: '2026'
  ai_summary: An open-source Terraform-driven GitOps framework configured to simplify
    public cloud Kubernetes platform deployments and application configurations. It
    leverages native inheritance behaviors of Terraform modules to manage multi-cluster
    topologies predictably. It bridges infrastructure provisioning and GitOps continuous
    delivery workflows.
  language: HCL
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Declarative GitOps
  - GitOps Frameworks
  - Kubestack
  is_microservice: false
  title: Kubestack Gitops Framework
https://github.com/kbterm/kubeterm:
  description: ''
  addition_method: manual
  ai_summary: An open-source desktop client designed to simplify Kubernetes administration
    and performance monitoring. By rendering graphical resource mappings, it significantly
    lowers the cognitive load required to debug deployments, services, and complex
    namespaces.
  complexity: Intermediate
  content_hash: a500e3c7fae776d02576040c710ebfa689b21d37eea1d6bea7c2f76456a7b354
  gh_license: MIT
  gh_pushed: '2026-06-11T09:32:39Z'
  gh_stars: 211
  health_score: 100.0
  hierarchy:
  - Cluster Management
  - GUI Tools
  - Desktop Clients
  is_microservice: false
  language: TypeScript
  last_checked: 1779031677.113731
  needs_ai_refresh: true
  resource_type: Desktop Application
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devops-tools.md
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - devops-tools.md
  - kubernetes-tools.md
  - kubernetes.md
  year: '2025'
  title: 'Kubeterm: Graphical Management Tool for Kubernetes'
https://github.com/kcp-dev/kcp:
  description: ''
  addition_method: manual
  content_hash: c7cc544dca954749c4eeacaa25de4b3416a07972f436da2f735864856cd2253f
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T13:16:58Z'
  gh_stars: 2785
  health_score: 100.0
  last_checked: 1779034217.724435
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: KCP acts as a highly customizable prototype of a Kubernetes API server
    that functions completely independent of physical container nodes. It serves as
    a foundational platform for control plane building, multi-cluster API management,
    and physical-compute scheduling abstraction.
  language: Go
  resource_type: API Server Platform
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Control Plane Design
  - API Federation
  is_microservice: true
  title: 'kcp: a prototype of a Kubernetes API server that is not a Kubernetes cluster''
    - a place to create, update, and maintain Kube-like APIs with controllers above
    or without clusters'
https://github.com/kedacore/keda/issues/2214:
  description: ''
  addition_method: manual
  content_hash: 27b7f60ec0e2d61d94876b2753262615382e6b310b314bc5f171c2450331c3ef
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T15:09:37Z'
  gh_stars: 10282
  health_score: 100.0
  last_checked: 1779033783.111333
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: '2024'
  ai_summary: Technical GitHub issue discussion within the KEDA repository, offering
    granular insight into community-driven debugging, performance tuning, and architectural
    refinement. Reflects the active, battle-tested maintenance of this vital cloud-native
    project.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Event-Driven Scaling
  is_microservice: false
  title: github.com/kedacore/keda/issues/2214
https://github.com/keel-hq/keel:
  description: ''
  addition_method: manual
  content_hash: aaf25a8ae8466482d26582b01bd789b1e86588f8130c21220f0693a887eb2a85
  gh_license: MPL-2.0
  gh_pushed: '2026-02-26T08:30:36Z'
  gh_stars: 2714
  health_score: 100.0
  last_checked: 1779031677.030132
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: Keel is a lightweight CD daemon that monitors container registries and
    automatically updates deployments, statefulsets, and helm releases without needing
    external pipeline orchestration.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - Auto-Upgrade
  - Operators
  is_microservice: false
  title: "==Keel== \U0001F31F"
https://github.com/kei6u/kubectl-secret-data:
  addition_method: manual
  content_hash: 4f17bac8559850f882932f44aa46901c1522e3dfe247b35a7aee9e3da1d8ae30
  description: ''
  health_score: 100.0
  last_checked: 1779033296.271281
  stars: 0
  title: kei6u/kubectl-secret-data
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  year: N/A
https://github.com/keikoproj/upgrade-manager:
  description: ''
  addition_method: manual
  content_hash: d966c0567f646a6f7239b576354fe976099c233a7e6d06d5e2fd4c67262083ef
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T15:58:15Z'
  gh_stars: 138
  health_score: 100.0
  last_checked: 1779031850.554892
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: An AWS-integrated upgrade manager operator that coordinates automated
    rolling restarts and updates of autoscaling group instances. Ensures worker nodes
    are drained safely and sequentially without causing disruptions to critical services.
  language: Go
  resource_type: Operator
  complexity: High
  hierarchy:
  - Infrastructure
  - Node Provisioning
  - Rolling Upgrades
  is_microservice: false
  title: RollingUpgrade
https://github.com/keisku/kubectl-explore:
  description: ''
  addition_method: manual
  content_hash: 755acd1bec581daa8b9fc1418121366675aaf8d2d0563b94f7adf72e70f9c0a4
  gh_license: MIT
  gh_pushed: '2025-11-10T02:10:45Z'
  gh_stars: 599
  health_score: 100.0
  last_checked: 1779033570.325479
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An interactive terminal explorer extension designed to inspect API schema
    models and CRD fields. It features deep navigation options, helping authors look
    up configurations without opening web browsers.
  language: Go
  resource_type: Kubectl Plugin
  complexity: Intermediate
  hierarchy:
  - Development & Testing
  - Kubectl Plugins
  - API Discovery
  is_microservice: false
  title: keisku/kubectl-explore
https://github.com/keisku/kubectl-secretdata:
  description: ''
  addition_method: manual
  content_hash: ee768c8abfb1aeb04cebb08e42c635d1a286b38775c0f5aef59705b39d078d21
  gh_license: MIT
  gh_pushed: '2024-10-10T04:57:50Z'
  gh_stars: 39
  health_score: 100.0
  last_checked: 1779130494.920604
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes.md
  year: '2026'
  stars: 5
  ai_summary: A highly convenient kubectl plugin that decodes nested Secret structures
    instantly. By outputting plain text directly to standard output, it eliminates
    manual base64 decoding loops, drastically reducing troubleshooting overhead for
    operations teams who frequently audit cluster application states.
  language: Go
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Security
  - Configuration Secrets
  - CLI Decoders
  is_microservice: false
  title: kei6u/kubectl-secret-data
https://github.com/kellyjonbrazil/jc:
  addition_method: manual
  content_hash: 9dec699090fd93513e00b0ec06001ef0ac4d73a6c1d973ec4384746c3651574f
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779029941.176151
  needs_ai_refresh: true
  stars: 0
  title: jc
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://github.com/kelseyhightower/cmd-tutorial:
  description: ''
  addition_method: manual
  content_hash: 879ea51140874f0e5325d770b63bdee404594fba8d1427597f808ec9ca1b2a3c
  health_score: 100.0
  last_checked: 1781735865.869592
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  v2_locations:
  - GoogleCloudPlatform.md
  year: '2020'
  ai_summary: An educational reference by Kelsey Hightower showcasing CLI orchestration,
    process controls, and shell command integration. Provides idiomatic patterns for
    system administrators and automation engineers writing resilient command wrapper
    scripts.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - DevOps & Delivery
  - Developer Tools
  - CLI Automation
  is_microservice: false
  title: kelseyhightower/cmd-tutorial
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/kelseyhightower/kubernetes-the-hard-way:
  description: ''
  addition_method: manual
  ai_summary: Kelsey Hightower's legendary guide for bootstrapping highly available
    clusters manually without automated installers. It details SSL/TLS certificate
    generation, etcd cluster builds, and control plane daemon setup (kube-apiserver,
    kube-scheduler, etc.), representing the gold standard for understanding low-level
    Kubernetes engineering.
  complexity: Advanced
  content_hash: 800e0a795b4a366e7b76f2a1ae7edd9ca784da27ecc1b1558022da1605b782fe
  gh_license: Apache-2.0
  gh_pushed: '2025-04-10T06:11:47Z'
  gh_stars: 48654
  health_score: 100.0
  hierarchy:
  - Provisioning
  - Bootstrapping
  - Learning
  is_microservice: false
  language: Markdown/Shell
  last_checked: 1779030473.564335
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2026'
  title: '**Kelsey Hightower: kubernetes the hard way**'
https://github.com/kelseyhightower/nocode:
  description: ''
  addition_method: manual
  content_hash: fd676c4e8b8bca93c3651217646c9d03b6b24722159f45e70eababb6cad8170a
  gh_license: Apache-2.0
  gh_pushed: '2024-08-07T03:19:12Z'
  gh_stars: 65387
  health_score: 100.0
  last_checked: 1779033025.326648
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: Kelsey Hightower's legendary satirical repository highlighting that
    the best way to write secure, bug-free, and highly maintainable software is by
    writing 'no code' at all. Highly popular and philosophically beloved in the cloud-native
    ecosystem.
  language: N/A
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - DevOps Philosophy
  - Software Engineering
  - No Code Movement
  is_microservice: false
  title: github.com/kelseyhightower/nocode
https://github.com/kelseyhightower/serverless-vault-with-cloud-run:
  description: ''
  addition_method: manual
  ai_summary: An architectural blueprint designed by Kelsey Hightower illustrating
    how to run HashiCorp Vault inside a Google Cloud Run serverless container environment.
    Demonstrates minimizing operational and infrastructure overhead while maintaining
    a hardened, low-latency secret-vending cluster.
  complexity: Advanced
  content_hash: 144443bedcd44d5c233af5b4babdfd85e3e39b6b968263cfc2088c040742d87f
  gh_license: Apache-2.0
  gh_pushed: '2022-04-28T16:47:21Z'
  gh_stars: 407
  health_score: 100.0
  hierarchy:
  - Security
  - Secrets Management
  - Serverless Integration
  is_microservice: true
  language: Shell
  last_checked: 1779034425.148872
  needs_ai_refresh: true
  resource_type: Tutorial
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2020'
  title: 'github.com/kelseyhightower: Serverless Vault with Cloud Run'
https://github.com/keptn-sandbox/keptn-jenkins-library:
  description: ''
  addition_method: manual
  content_hash: 26861281d7504b3fd920a169ac339703db24bf8fa5ef0c69b9923d325280540c
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T16:52:44Z'
  gh_stars: 8
  health_score: 100.0
  last_checked: 1779034395.300973
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/keptn.md
  v2_locations:
  - keptn.md
  year: '2022'
  ai_summary: A pipeline-as-code integration allowing Jenkins jobs to dispatch Keptn-driven
    operations such as performance testing, quality gate validation, and continuous
    remediation, combining classic CI with modern orchestrators.
  language: Groovy
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Cloud Native Lifecycle
  - CI/CD Pipelines
  - Jenkins Integration
  is_microservice: true
  title: Keptn Jenkins Shared Library
https://github.com/keptn-sandbox/keptn-on-k3s:
  description: ''
  addition_method: manual
  content_hash: 3c7518266349b165d696054dd97260bf19244d4c1a815f3a1fc28dd966b106e6
  gh_license: Apache-2.0
  gh_pushed: '2022-12-27T14:14:06Z'
  gh_stars: 29
  health_score: 100.0
  last_checked: 1779032455.911994
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2022'
  ai_summary: A sandbox project demonstrating how to host Keptn's automated cloud-native
    application delivery and lifecycle control plane directly on a highly efficient
    K3s edge engine.
  language: Shell
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Edge & IoT
  - Application Lifecycle
  - Keptn
  is_microservice: true
  title: Keptn Control Plane on k3s
https://github.com/keptn-sandbox/keptn-on-k3s/blob/master/README-KeptnForDynatrace.md:
  description: ''
  addition_method: manual
  content_hash: f0a91872d2c8650189f480e42e9579c7fd416c1e8ce8326eaacaba5f0e6935bb
  gh_license: Apache-2.0
  gh_pushed: '2022-12-27T14:14:06Z'
  gh_stars: 29
  health_score: 100.0
  last_checked: 1779030526.045737
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - COMMUNITY-TOOL
  v1_locations:
  - docs/keptn.md
  v2_locations:
  - keptn.md
  year: '2021'
  ai_summary: Lightweight integration environment designed to host a full-featured
    Keptn sandbox on a resource-constrained K3s Kubernetes cluster, integrated with
    Dynatrace agents for rapid performance evaluations.
  language: Shell
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Native Lifecycle
  - Local Environments
  - K3s Sandboxing
  is_microservice: true
  title: "github.com/keptn-sandbox/keptn-on-k3s: Tutorial: Keptn for Dynatrace Users'
    in 5 Minutes \U0001F31F"
https://github.com/kevincobain2000/gobrew:
  addition_method: manual
  ai_summary: Curator Insight highlights Gobrew as an elegant and fast Go version
    manager that downloads and switches active toolchains easily. Live Grounding notes
    its speed and simplicity, making it a competitive alternative to gvm and asdf
    for dedicated Go development.
  complexity: Beginner
  content_hash: 5dd3ab53b74ac074ee51daa9a73555ebfe9108e7b1dc96b69e794beb156cf1de
  description: ''
  gh_license: MIT
  gh_pushed: '2026-06-13T15:32:25Z'
  gh_stars: 423
  health_score: 100.0
  hierarchy:
  - Programming Languages
  - Go
  - Version Managers
  is_microservice: false
  language: English
  last_checked: 1779029421.811702
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==gobrew== \U0001F31F"
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/kgamanji/cluster-api-helm-chart:
  description: ''
  addition_method: manual
  ai_summary: A community-driven Helm chart designed to package and deploy Cluster
    API (CAPI) resources and operators inside a management cluster. While it simplified
    CAPI components deployment via traditional Helm CI/CD pipelines, current production
    standards in 2026 have shifted entirely to official declarative setups via clusterctl
    or native GitOps operators, rendering this chart obsolete.
  complexity: Intermediate
  content_hash: ea92989949e8f13357fc2d50a39a477353c480bcbdc20bb7b6e30fd0147ccb8c
  gh_license: Apache-2.0
  gh_pushed: '2022-12-07T05:00:25Z'
  gh_stars: 58
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Cluster Management
  - Cluster API
  is_microservice: false
  language: Go
  last_checked: 1779033716.253236
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2021'
  title: 'github.com: Cluster API Helm Chart'
https://github.com/kiali/kiali:
  description: ''
  addition_method: manual
  ai_summary: The source repository for Kiali, an indispensable observability dashboard.
    Provides real-time interactive topologies, configuration validation, and native
    wizard-based creations of complex traffic routing mechanisms directly within Istio.
  complexity: High
  content_hash: 2480f773a33856863c8670f3bea2635dfda728b24622b721a197dd4aeafa568c
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T17:36:45Z'
  gh_stars: 3617
  health_score: 100.0
  hierarchy:
  - Observability
  - Service Mesh
  - Visualization
  is_microservice: true
  language: TypeScript
  last_checked: 1779030986.632362
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: '2023'
  title: 'github.com: kiali'
https://github.com/kingdonb/kubectl-exec-user:
  description: ''
  addition_method: manual
  content_hash: 1970a12b050cc49de276333988a9efcb3c8155d16a60510de68f114ad01b11c8
  health_score: 100.0
  last_checked: 1781736047.00281
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A specialized kubectl plugin built to execute shell commands inside
    containers using specific administrative user IDs. While helpful for testing boundary
    conditions under Pod Security Standards, it has lost active maintenance in favor
    of native kubectl capabilities.
  language: Go
  resource_type: CLI Plugin
  complexity: Intermediate
  hierarchy:
  - Operations
  - CLI Tooling
  - Debugging
  is_microservice: false
  title: kingdonb/kubectl-exec-user
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/kinvolk/inspektor-gadget:
  addition_method: manual
  content_hash: f2b33444b25b2d021b45dfefe08c669eb5633f7ac86803ee810e3eec7301d02a
  description: ''
  health_score: 100.0
  last_checked: 1779030504.027143
  stars: 0
  title: inspektor-gadget
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://github.com/kiosk-sh/kiosk:
  addition_method: manual
  content_hash: 3d44b8ef74793fa5b29417df1d455e93cae77e5cdb31c72527fecdb4ad0231e8
  health_score: 100.0
  last_checked: 1779030361.39409
  v1_locations:
  - docs/kubernetes-tools.md
https://github.com/kislyuk/yq:
  description: ''
  addition_method: manual
  ai_summary: A Python wrapper adapting standard jq queries for YAML and XML schemas.
    Translates input formats to JSON under-the-hood, enabling powerful jq syntax across
    hybrid multi-format configs.
  complexity: Medium
  content_hash: 1bc322c020f441534148a6a8bbc9bbd2f443dfb40ccb74742a44ed1ba6297803
  gh_license: Apache-2.0
  gh_pushed: '2026-01-02T08:37:10Z'
  gh_stars: 2951
  health_score: 100.0
  hierarchy:
  - Developer Workspace
  - Command-Line Tooling
  - JSON & YAML Manipulators
  is_microservice: false
  language: Python
  last_checked: 1779034296.137369
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2025'
  title: kislyuk/yq
  is_special: true
https://github.com/kkdai/youtube:
  addition_method: manual
  ai_summary: Curator Insight identifies this package as a popular Go library and
    CLI for downloading YouTube videos. Live Grounding verifies it actively handles
    the ever-shifting signature and decryption schemas deployed by YouTube to maintain
    reliable media extraction.
  complexity: Intermediate
  content_hash: 7623806bb8aeb5258b883e4ffa852e754df7f5f622b79cbbd1e5562cbf1f2fbf
  description: ''
  gh_license: MIT
  gh_pushed: '2026-06-02T17:30:31Z'
  gh_stars: 3899
  health_score: 100.0
  hierarchy:
  - Media Utilities
  - Go Packages
  - YouTube Downloader
  is_microservice: false
  language: English
  last_checked: 1779032198.350289
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: kkdai/youtube
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/kloeckner-i/db-auth-gateway:
  description: ''
  addition_method: manual
  content_hash: ac50e3cf2d0b50aafc528d91b1ccb531d179186b38bff6042d4fd3c7ccce44fb
  gh_license: Apache-2.0
  gh_pushed: '2023-03-28T07:15:17Z'
  gh_stars: 26
  health_score: 100.0
  last_checked: 1779029941.34826
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  v2_locations:
  - GoogleCloudPlatform.md
  year: '2021'
  ai_summary: An open-source authentication gateway proxy designed to facilitate secure,
    IAM-mediated database connections. Minimizes credential sprawl by mapping incoming
    traffic identities directly to modern database authorization schemas.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Identity & Access
  - Database Proxy
  is_microservice: false
  title: db-auth-gateway
https://github.com/kloeckner-i/db-operator:
  description: ''
  addition_method: manual
  content_hash: ddfe1b5a928284973c02fe0de6b92aee3438c0d69bf127da4cba07b023639bfe
  gh_license: Apache-2.0
  gh_pushed: '2025-07-21T12:46:30Z'
  gh_stars: 163
  health_score: 100.0
  last_checked: 1779033658.748392
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: The DB Operator facilitates external and in-cluster database administration.
    It manages PostgreSQL and MySQL configurations natively by separating deployment
    credentials from application logic, automating dynamic user and table creation
    using custom resources.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Management
  - Databases
  - Operators
  is_microservice: false
  title: "DB Operator \U0001F31F"
https://github.com/knative-extensions/net-kourier:
  description: ''
  addition_method: manual
  content_hash: e4210d1375de505968620e89ed0560bb105706563b63091a87d44afa3e6e8cd6
  gh_license: Apache-2.0
  gh_pushed: '2026-06-02T15:15:15Z'
  gh_stars: 333
  health_score: 100.0
  last_checked: 1779130495.012744
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  stars: 3
  ai_summary: An Envoy-based Ingress gateway specifically designed to serve as the
    default network layer for Knative Serving. It provides a lightweight, highly responsive
    routing layer to handle rapid scale-to-zero cold starts.
  language: Go
  resource_type: Ingress Controller
  complexity: High
  hierarchy:
  - Networking
  - Ingress & Routing
  - Serverless
  is_microservice: true
  title: Kourier
https://github.com/knative-sandbox/net-kourier:
  addition_method: manual
  content_hash: 6d937e09fdda9358ab0d0e5e5746021e695851e8717c93a063a34544c47478ad
  description: ''
  health_score: 100.0
  last_checked: 1779034038.342531
  stars: 0
  title: Kourier
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/knative/client:
  description: ''
  addition_method: manual
  content_hash: 88865974aa4345b717c894b7236e08c485136a13b1c5196a71356ec59c029345
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T15:10:27Z'
  gh_stars: 385
  health_score: 100.0
  last_checked: 1779032835.416969
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: '2026'
  ai_summary: The official CLI client ('kn') for interacting with Knative installations,
    enabling rapid deployment of serving entities and management of decoupled event
    bindings.
  language: Go
  resource_type: Repository / CLI
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - Knative Tooling
  is_microservice: false
  title: 'kn: knative client'
https://github.com/knight42/kubectl-blame:
  description: ''
  addition_method: manual
  content_hash: da0e885eaac6c90d934385aa35502386fbc2d4afe1250298f0c735a3c84e365f
  gh_license: MIT
  gh_pushed: '2026-06-02T13:24:17Z'
  gh_stars: 150
  health_score: 100.0
  last_checked: 1779030025.068255
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A Git-like 'blame' extension for kubectl that identifies modification
    authors and dates for different resource configuration blocks. It uses Kubernetes
    metadata managed-fields to trace API modifications over time.
  language: Go
  resource_type: Kubectl Plugin
  complexity: Intermediate
  hierarchy:
  - Development & Testing
  - Kubectl Plugins
  - Resource Auditing
  is_microservice: false
  title: '==knight42/kubectl-blame: kubectl-blame: git-like blame for kubectl=='
https://github.com/knorrie/network-examples:
  description: ''
  addition_method: manual
  ai_summary: A highly technical repository detailing configurations for advanced
    Linux routing, bridging, and virtual networking (VLAN, VXLAN, VRF). Live Grounding
    highlights its tremendous value for systems architects implementing Software-Defined
    Networking (SDN) solutions natively in Linux.
  complexity: Advanced
  content_hash: 7ea94a767469e547e4d9a27f47f9e273a29f72f6d4415221ae74bc9266ce3c67
  gh_license: NOASSERTION
  gh_pushed: '2024-02-04T21:52:41Z'
  gh_stars: 972
  health_score: 100.0
  hierarchy:
  - Infrastructure & Operations
  - Networking
  - Routing & Bridging
  is_microservice: false
  language: Shell
  last_checked: 1779032034.958067
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2014'
  title: Linux networking examples and tutorials for advanced users
https://github.com/ko-build/ko:
  description: ''
  addition_method: manual
  content_hash: ed8acb2652a68ecb5f8338006bb303106ca4e52e8083619109e74571faf5d54b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T01:03:51Z'
  gh_stars: 8450
  health_score: 100.0
  last_checked: 1779130494.965632
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  stars: 5
  ai_summary: A fast, lightweight container image builder custom-tailored for Go applications.
    ko builds and publishes images without requiring a local Docker daemon, producing
    secure, minimal distroless-base images by default.
  language: Go
  resource_type: Build Tool
  complexity: Low
  hierarchy:
  - Developer Experience
  - Image Building
  - Go Development
  is_microservice: false
  title: "Ko: Easy Go Containers \U0001F31F"
https://github.com/kodemore/chili:
  description: ''
  addition_method: manual
  content_hash: ca6885006b551d6ca95bed793d6975bcc619818ac3c5c9770cd6f1a8b37c04c8
  gh_license: MIT
  gh_pushed: '2024-05-28T05:13:49Z'
  gh_stars: 73
  health_score: 100.0
  last_checked: 1779031414.921624
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2024'
  ai_summary: Curator Insight presents Chili as a serialization library built on top
    of generic types. Live Grounding notes that while efficient for specific workloads,
    it operates in an environment largely dominated by Pydantic, which serves as the
    core parsing engine for modern APIs.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Python
  - Serialization
  is_microservice: true
  title: github.com/kodemore/chili
https://github.com/kohsuke/petclinic/blob/master/Jenkinsfile:
  description: ''
  addition_method: manual
  content_hash: fed8b2b595e8e505bc8747251dd8a6e0629143f374a683e7dd397e2836584907
  health_score: 100.0
  last_checked: 1781735920.995517
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2017'
  ai_summary: A historical Jenkinsfile configuration by Kohsuke Kawaguchi showcasing
    early Declarative Pipeline patterns for Java projects. Illustrates stage definitions,
    testing cycles, and artifact archival within a self-hosted Jenkins master node
    environment.
  language: Groovy
  resource_type: Code Snippet
  complexity: Intermediate
  hierarchy:
  - DevOps & CI/CD
  - Jenkins
  - Pipeline-as-Code
  is_microservice: false
  title: github.com/kohsuke/petclinic Jenkinsfile
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/komodorio/helm-dashboard:
  description: ''
  addition_method: manual
  ai_summary: A real-time web UI dashboard tailored for managing, upgrading, and viewing
    Helm releases. It addresses the visibility gap for platform operators by facilitating
    live drift visualization, schema validation, and multi-version revision comparisons
    directly from a user-friendly browser interface.
  complexity: Intermediate
  content_hash: c021e432bc52956f38a152dff3443fd2ef81d411c5b37fd1982d7055f9782895
  gh_license: Apache-2.0
  gh_pushed: '2026-06-03T21:49:35Z'
  gh_stars: 5716
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Helm Visualization & UI
  is_microservice: false
  language: Go
  last_checked: 1779030779.54871
  needs_ai_refresh: true
  resource_type: Web UI
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2025'
  title: "github.com/komodorio/helm-dashboard \U0001F31F"
https://github.com/komodorio/validkube:
  description: ''
  addition_method: manual
  content_hash: 0fa30497ff2d100c972d1ef838e8d2b127bd4927f5ee97df2632ae6bbd0e3e6b
  gh_license: Apache-2.0
  gh_pushed: '2024-01-29T10:11:28Z'
  gh_stars: 839
  health_score: 100.0
  last_checked: 1779032455.833344
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Validkube is a unified web-based scanning utility that combines Polaris,
    Trivy, and Kube-linter to analyze and secure Kubernetes manifest configurations.
    By consolidating multiple linters, it allows platform engineers to quickly identify
    security flaws, deprecations, and configuration drift in raw YAML files. The tool
    is highly suited for quick manual checks and rapid validation workflows.
  language: TypeScript
  resource_type: Web Application
  complexity: Intermediate
  hierarchy:
  - Security
  - Manifest Validation
  - Linting
  is_microservice: false
  title: ==github.com/komodorio/validkube==
https://github.com/konstructio/kubefirst:
  description: ''
  addition_method: manual
  content_hash: 47066c619929a6867e90af3d8e5cd2094050465ef536cb1042b8713c1cf1f5d8
  gh_license: MIT
  gh_pushed: '2026-02-25T19:51:46Z'
  gh_stars: 2049
  health_score: 100.0
  last_checked: 1779130494.982417
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 4
  ai_summary: Kubefirst (by Konstructio) delivers an instant, fully integrated GitOps
    platform on Kubernetes, orchestrating cert-manager, External Secrets, Vault, Argo
    CD, and Terraform. It offers a standardized Git-driven operations roadmap out
    of the box.
  language: Go
  resource_type: GitOps Platform
  complexity: High
  hierarchy:
  - Infrastructure
  - Platform Engineering
  - GitOps Platforms
  is_microservice: true
  title: github.com/kubefirst/kubefirst
https://github.com/konstruktoid/ansible-hvault-inventory:
  description: ''
  addition_method: manual
  content_hash: 759cd5f0e526f9b0bb324dd8bf7e5b9751cf98fac874019854d773e43f2bcb6a
  gh_license: Apache-2.0
  gh_pushed: '2026-04-12T19:45:50Z'
  gh_stars: 23
  health_score: 100.0
  last_checked: 1779029507.760258
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2024'
  ai_summary: An advanced dynamic Ansible inventory script integrating directly with
    HashiCorp Vault. It automates credential rotation, securely requests temporary
    SSH One-Time Passwords (OTP), and pulls inventory variables dynamically from secure
    vaults.
  language: Python
  resource_type: Source Code
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Secret Management
  is_microservice: false
  title: 'konstruktoid/ansible-hvault-inventory: Dynamic Ansible inventory using HashiCorp''
    Vault SSH OTP and local password rotation'
https://github.com/konveyor:
  description: ''
  addition_method: manual
  content_hash: 0d1e8a3d9217d19632a2397f9dc74c2ba7a6b2daad13790872767936e28d20fc
  health_score: 100.0
  last_checked: 1779034350.077446
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: '2025'
  ai_summary: An open-source modernization and migration suite designed to analyze,
    refactor, and migrate complex application workloads to Kubernetes across multiple
    physical and cloud ecosystems.
  language: Go
  resource_type: Product
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Workload Mobility
  - Migration Toolkits
  is_microservice: true
  title: "github.com/konveyor \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/konveyor/crane:
  addition_method: manual
  content_hash: 83ef4f8b717bc517775d9fc9e196f9272f13a5e6367584467916a86f707fc11b
  description: ''
  health_score: 100.0
  last_checked: 1779033570.623427
  stars: 0
  title: "github.com/konveyor/crane: Crane 2.0 \U0001F31F"
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://github.com/konveyor/move2kube:
  description: ''
  addition_method: manual
  content_hash: 1d0113979162da217e298144bebf5a7c637c2884d1ceecbac0d8039ab9d8f87c
  gh_license: Apache-2.0
  gh_pushed: '2025-03-06T14:02:34Z'
  gh_stars: 411
  health_score: 100.0
  last_checked: 1779033759.689239
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: An advanced migration tool that automates the translation of non-Kubernetes
    platforms (including Cloud Foundry and Docker Compose) into standard Kubernetes
    resources, including Helm charts, Kustomize overlays, and Tekton pipelines.
  language: Go
  resource_type: CLI/API Migration Tool
  complexity: Advanced
  hierarchy:
  - Application Lifecycle
  - Migration Tools
  - Resource Conversion
  is_microservice: true
  title: "Move2Kube \U0001F31F"
https://github.com/kootenpv/yagmail:
  description: ''
  addition_method: manual
  content_hash: fbc3ce937342ae42893427eebd87db0a11e4c413a9804caaf4b5c995c52b7a7d
  gh_license: MIT
  gh_pushed: '2026-05-26T10:43:15Z'
  gh_stars: 2726
  health_score: 100.0
  last_checked: 1779030025.187475
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2015'
  ai_summary: A simplified, robust Gmail and SMTP automation client for Python. Simplifies
    the boilerplate needed for multi-part messages, inline attachment encoding, and
    HTML structures.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Backend Development
  - Protocols & API Design
  - E-Mail Services
  is_microservice: false
  title: 'Yagmail: Python e-mail library'
https://github.com/koslib/awesome-containerized-security:
  description: ''
  addition_method: manual
  content_hash: 087c44c65f3740daec6869eabef522d0fee6070a507dce0da9febdafa66113f2
  health_score: 100.0
  last_checked: 1781736123.038667
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An open repository cataloging security scanners, image validation standards,
    and host sandboxing tools. Aids DevSecOps engineers in hardening continuous integration
    pipelines and preventing privilege escalation exploits within cluster nodes.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Security
  - Container Hardening
  is_microservice: true
  title: "koslib/awesome-containerized-security \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/kostis-codefresh/gitops-environment-promotion:
  description: ''
  addition_method: manual
  content_hash: 8488cccfe5013aedb44127e290adaea361983563ecbe141e5d1f9465bd85f4c1
  health_score: 100.0
  last_checked: 1781736057.371729
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: '2021'
  ai_summary: A seminal GitHub repository modeling scalable GitOps environment promotion.
    Outlines structural patterns for directory trees (base vs environments) that prevent
    duplicate configuration drift and simplify environment-specific promotions through
    Git commits.
  language: YAML
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - GitOps
  is_microservice: false
  title: "==github.com/kostis-codefresh: How to Model Your Gitops Environments with'
    kustomize== \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/kotalco/kotal:
  description: ''
  addition_method: manual
  content_hash: 0837b2710101c70e8a9c9f33b7ceb51e1fbc6d4b866a8b813011ccd6d6ab5eec
  gh_license: Apache-2.0
  gh_pushed: '2024-05-04T16:17:07Z'
  gh_stars: 221
  health_score: 100.0
  last_checked: 1779033612.463526
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2025'
  ai_summary: A multi-client blockchain node operator for Kubernetes. Simplifies configuring
    and maintaining decentralized networks (such as Ethereum and IPFS) through native
    Kubernetes custom resources.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Operators
  is_microservice: false
  title: Kotal operator
https://github.com/krateoplatformops/krateo:
  description: ''
  addition_method: manual
  content_hash: 66c8af7d61a1aee4c9a16aa4409bd49dc4b4becf2cd5dd705e1883890ba504dc
  health_score: 100.0
  last_checked: 1781736047.150831
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Krateo Platform Ops is an emerging control plane orchestrator designed
    to build standardized internal platforms. Utilizing Crossplane underneath, it
    helps platform engineers manage heterogeneous cloud resources, database deployments,
    and infrastructure pipelines via declarative Kubernetes interfaces.
  language: Go
  resource_type: Control Plane Orchestrator
  complexity: Advanced
  hierarchy:
  - Operations
  - Platform Engineering
  - Control Planes
  is_microservice: true
  title: github.com/krateoplatformops/krateo
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/krestomatio/keydb-operator:
  description: ''
  addition_method: manual
  content_hash: 3e8faa933bd9d0a1fc08f285fabdbb8feeb6bcde974156407e2e74a86903eca6
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T04:20:54Z'
  gh_stars: 59
  health_score: 100.0
  last_checked: 1779032074.799409
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: Manages KeyDB setups, providing high-speed, multi-threaded cache nodes
    with automated replica synchronization, cluster scaling, and rapid failover handling.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Management
  - In-Memory Databases
  - Operators
  is_microservice: false
  title: krestomatio/keydb-operator
https://github.com/kris-nova/kaar:
  addition_method: manual
  content_hash: c3fb2c8d9110d944e2f368f46734872a1f882009320f7df82d3872d1ad20f692
  description: ''
  health_score: 100.0
  last_checked: 1779034346.375639
  stars: 0
  title: kris-nova/kaar
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kris-nova/naml:
  addition_method: manual
  content_hash: 7ad4390e9ee29e70addd2a40691210c3205fec47d7bf919ecf3325a4f28c6c35
  description: ''
  health_score: 100.0
  last_checked: 1779032035.135019
  stars: 0
  title: 'naml: Not another markup language'
  v1_locations:
  - docs/yaml.md
  year: N/A
https://github.com/krisnova/kaar:
  description: ''
  addition_method: manual
  content_hash: 72e38de5b3a30b405f089cd8ad6d61ee3cd1ea6fb673f80b3cded219850a623f
  gh_license: Apache-2.0
  gh_pushed: '2022-05-04T14:27:12Z'
  gh_stars: 152
  health_score: 100.0
  last_checked: 1779130494.947146
  needs_ai_refresh: true
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  stars: 2
  ai_summary: Created by the late Kris Nova, Kaar is a Kubernetes Application Archive
    format tool designed to bundle container storage and system states into self-contained
    physical archives. Highly experimental and historical developer asset.
  language: Go
  resource_type: Backup Tool
  complexity: High
  hierarchy:
  - Infrastructure
  - Container Backup
  - Image Archiving
  is_microservice: false
  title: kris-nova/kaar
https://github.com/krisnova/naml:
  description: ''
  addition_method: manual
  ai_summary: An innovative manifest generator replacing YAML markup with type-safe,
    compiled Go programs. Introduces compiler safety, automated integration testing,
    and clean OOP abstractions into GitOps deployment pipelines.
  complexity: High
  content_hash: 9d5671b4b99b23356f80ad9a31b9d390f467f6f01a2b8e1e174380b81e75e024
  gh_license: Apache-2.0
  gh_pushed: '2023-07-21T08:28:22Z'
  gh_stars: 1261
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes Manifests
  - Alternative Manifest Engines
  is_microservice: false
  language: Go
  last_checked: 1779130495.003469
  needs_ai_refresh: true
  resource_type: Library
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2024'
  title: 'naml: Not another markup language'
  is_special: true
https://github.com/kristofferandreasen/awesome-azure:
  description: ''
  addition_method: manual
  content_hash: 4f7d359de862bcbf74cfdd68e49cb070551e7e7d93441394e627c4579d793c41
  health_score: 100.0
  last_checked: 1781736123.245156
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A structured directory detailing Azure-focused scripts, arm templates,
    and services. It provides functional entry points for systems engineers navigating
    Microsoft's cloud ecosystem. While some elements lean towards legacy ARM configurations,
    it provides solid structural patterns for hybrid-cloud architects.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Azure
  - Resources
  is_microservice: false
  title: 'github.com/kristofferandreasen/awesome-azure: Awesome Azure'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/ksctl/ksctl:
  description: ''
  addition_method: manual
  content_hash: 0c7e381891ed2c0bba662a06fbe9dabfd95e12fe2cb671fea7022b51daa8c0e5
  gh_license: Apache-2.0
  gh_pushed: '2026-05-23T18:26:04Z'
  gh_stars: 269
  health_score: 100.0
  last_checked: 1779130494.977977
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  stars: 3
  ai_summary: A cloud-agnostic cluster management command-line tool designed to easily
    deploy HA clusters across different hyperscalers like AWS, Azure, GCP, or Civo,
    and local environments such as kind, maintaining standardized bootstrap workflows.
  language: Go
  resource_type: Cluster Provisioner
  complexity: High
  hierarchy:
  - Infrastructure
  - Cluster Provisioning
  - Multi-Cloud
  is_microservice: false
  title: 'Ksctl: Cloud Agnostic Kubernetes Management tool'
https://github.com/kserve/kserve:
  description: ''
  addition_method: manual
  content_hash: 9b191ca344d4b4dbb2e453f7d926923ad184eb9878855e2680d656095559fd47
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T20:20:45Z'
  gh_stars: 5573
  health_score: 100.0
  last_checked: 1779130494.984276
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  stars: 5
  ai_summary: KServe (formerly KFServing) provides a highly performant, serverless
    machine learning inference platform on Kubernetes. It abstracts raw routing, scaling,
    and GPU configurations, supporting frameworks like TensorFlow, PyTorch, and ONNX.
  language: Go
  resource_type: ML Platform
  complexity: High
  hierarchy:
  - Machine Learning
  - Model Serving
  - Serverless ML
  is_microservice: true
  title: "KFServing \U0001F31F"
https://github.com/ksoclabs/awesome-kubernetes-security:
  description: ''
  addition_method: manual
  content_hash: 86bf24926cb49549c6e032ba501ce7a1cde1afc39831023161c77ae4fcd6d46c
  health_score: 100.0
  last_checked: 1781736123.142089
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: An expert-level compilation of Kubernetes security tools, vulnerability
    papers, threat simulations, and posture management (KSPM) frameworks. Ideal for
    penetration testers and cloud security engineers auditing the security posture
    of enterprise orchestrators.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Curation
  - Awesome Lists
  - Security
  is_microservice: false
  title: "==ksoclabs/awesome-kubernetes-security== \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/ktock/buildg:
  description: ''
  addition_method: manual
  content_hash: 8cffa16d70cf3f07e62c80441249b1987a2b8fd50045b612f179ab73ab4b7115
  gh_license: Apache-2.0
  gh_pushed: '2026-05-07T20:04:29Z'
  gh_stars: 1499
  health_score: 100.0
  last_checked: 1779029371.783109
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: Buildg is an interactive debugger designed specifically for Dockerfiles,
    built on top of BuildKit. It allows engineers to step through build instructions,
    set breakpoints, inspect the filesystem state at specific build steps, and launch
    interactive shells during intermediate builds. This dramatically reduces the trial-and-error
    loop when debugging complex multi-stage Dockerfiles.
  language: Go
  resource_type: Tool
  complexity: High
  hierarchy:
  - Infrastructure
  - Containerization
  - Debugging
  is_microservice: false
  title: "==buildg: Interactive debugger for Dockerfile== \U0001F31F"
https://github.com/kube-aws/kube-spot-termination-notice-handler:
  description: ''
  addition_method: manual
  content_hash: 7457be0ad6771a50847a828c730671e0ac6d2b712974894a078a5634d6e0a738
  gh_license: Apache-2.0
  gh_pushed: '2023-10-25T14:47:15Z'
  gh_stars: 380
  health_score: 100.0
  last_checked: 1779031796.87737
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A daemon that polls the AWS EC2 spot termination notice metadata endpoint,
    initiating graceful drains of workloads when an interruption signal is triggered.
    Superseded by newer cloud-specific node termination handlers.
  language: Go
  resource_type: DaemonSet
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Reliability
  - Graceful Shutdown
  is_microservice: true
  title: kube-spot-termination-notice-handler
https://github.com/kube-burner/kube-burner:
  description: ''
  addition_method: manual
  content_hash: 7d3a313a15a9a64f4d8dfeacb53a9922c7d5494cb20bf8970f888f7df4808c3d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T17:51:22Z'
  gh_stars: 773
  health_score: 100.0
  last_checked: 1779130494.921871
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  stars: 3
  ai_summary: A specialized performance and orchestration tool designed to stress-test
    Kubernetes clusters. It automates object creation, monitors cluster health in
    real time via Prometheus, and measures scheduling latency at scale.
  language: Go
  resource_type: CLI Tool
  complexity: High
  hierarchy:
  - Performance & Testing
  - Load Testing
  - Benchmarking
  is_microservice: false
  title: "kube-burner \U0001F31F"
https://github.com/kube-logging/logging-operator:
  description: ''
  addition_method: manual
  ai_summary: An enterprise-grade Kubernetes operator engineered to automate the lifecycle
    of Fluentd and Fluent Bit collectors. Simplifies logging pipelines through declarative
    CRDs, featuring dynamic multi-tenant log isolation, secure buffer management,
    and reliable downstream routing rules.
  complexity: Advanced
  content_hash: d1c9b90ba239f84a8611b31918e41ccfae1540c8b6eecd022dc8daf28842dc5a
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T22:04:47Z'
  gh_stars: 1695
  health_score: 100.0
  hierarchy:
  - Observability
  - Logging
  - Operators
  is_microservice: true
  language: Go
  last_checked: 1779034332.957468
  needs_ai_refresh: true
  resource_type: Repository
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: '2026'
  title: kube-logging/logging-operator
https://github.com/kube-ns-suspender/kube-ns-suspender:
  description: ''
  addition_method: manual
  content_hash: 370300345b32ee09294e2af0050895f19497091a78a8762f52b072ff565ba145
  gh_license: MIT
  gh_pushed: '2025-03-14T17:43:03Z'
  gh_stars: 84
  health_score: 100.0
  last_checked: 1779130495.019977
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 2
  ai_summary: A cloud-cost mitigation helper designed to scale down resources in designated
    Kubernetes namespaces during idle hours (e.g., nights and weekends). It intercepts
    workload resources like Deployments and StateSets to reduce overhead.
  language: Go
  resource_type: Controller
  complexity: Medium
  hierarchy:
  - Resource Management
  - FinOps
  - Cluster Scale Down
  is_microservice: true
  title: "govirtuo/kube-ns-suspender \U0001F31F"
https://github.com/kube-vip/kube-vip:
  description: ''
  addition_method: manual
  content_hash: 7479b6f4ec4e498ddf325ad75d433009f16e5eee52e8a9297784148711004217
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T16:06:14Z'
  gh_stars: 2859
  health_score: 100.0
  last_checked: 1779032344.417814
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: Kube-Vip is a lightweight virtual IP and load balancer engine designed
    for bare-metal Kubernetes environments, offering high availability for both control
    planes and LoadBalancer-type services. Operating as a DaemonSet, it negotiates
    IP addresses.
  language: Go
  resource_type: Infrastructure Daemon
  complexity: Advanced
  hierarchy:
  - Network & Connectivity
  - IP Address Management
  - Load Balancing
  is_microservice: false
  title: kube-vip
https://github.com/kubecfg/kubecfg:
  description: ''
  addition_method: manual
  content_hash: 28787866aedee99095fb0b1e1ffc5b62edba4a3f8e2984ca1fc4f5207d4c5383
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T19:50:28Z'
  gh_stars: 255
  health_score: 100.0
  last_checked: 1779030928.347524
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2016'
  ai_summary: Kubecfg is a Jsonnet-based configuration manager designed to generate
    and apply Kubernetes manifests with deterministic accuracy. By treating Kubernetes
    resources as code modules, it supports deep inheritance, abstraction, and parameterization
    of resource schemas.
  language: Go
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - GitOps & Delivery
  - Configuration Management
  - Templating Tools
  is_microservice: false
  title: github.com/kubecfg/kubecfg
https://github.com/kubecost/cluster-turndown:
  description: ''
  addition_method: manual
  content_hash: b52114740ff857a2fd6826ecb3461bb64f00de23227b05b5f548da3ecc64c009
  gh_license: Apache-2.0
  gh_pushed: '2026-06-05T18:19:12Z'
  gh_stars: 286
  health_score: 100.0
  last_checked: 1779030711.63564
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A specialized cost-optimization controller that scales cluster worker
    groups down to zero during idle execution windows. Promotes strong governance
    over testing runtimes and non-production dynamic resource instances.
  language: Go
  resource_type: Controller
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cost Optimization
  - Scheduling
  is_microservice: true
  title: Cluster Turndown
https://github.com/kubecost/cost-model:
  addition_method: manual
  content_hash: 58b4fe6b649a9ae98023875b36520bd325ac12c7463a430cb57e7371638722be
  description: ''
  health_score: 100.0
  last_checked: 1779029917.099854
  stars: 0
  title: 'github.com/kubecost: kubecost-exporter - Running Kubecost as a Prometheus''
    metric exporter'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://github.com/kubecost/kubectl-cost:
  description: ''
  addition_method: manual
  content_hash: 6bad65098abf34b9ef26046e470ae3f770c9a2661a2871332b9b8190403c2c22
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T22:50:27Z'
  gh_stars: 1041
  health_score: 100.0
  last_checked: 1779032575.224134
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2023'
  ai_summary: A dedicated `kubectl` command-line plugin designed to interact directly
    with Kubecost APIs. Enables cluster administrators to quickly fetch real-time
    and historical financial metrics without accessing external graphical dashboards.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - Tooling
  is_microservice: false
  title: kubectl-cost
https://github.com/kubefirst/kubefirst:
  addition_method: manual
  content_hash: 31774c4cfb73bc62c2093b13e555883036b61bd91bcf976a301b586e31aef091
  description: ''
  health_score: 100.0
  last_checked: 1779031697.007543
  stars: 0
  title: ==github.com/kubefirst/kubefirst==
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kubeflow/kfserving:
  addition_method: manual
  content_hash: 8ba963252e30c4a5d10725eb35c008e4a42c2e173825f7fa74928c3eebf1e560
  description: ''
  health_score: 100.0
  last_checked: 1779033675.654738
  stars: 0
  title: "KFServing \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kubeguard/guard:
  description: ''
  addition_method: manual
  content_hash: e4a436c77eca5af50d5dbf79d16ddee804346139ad870945f640dd85e4ea44a2
  gh_license: Apache-2.0
  gh_pushed: '2026-05-21T15:29:07Z'
  gh_stars: 620
  health_score: 100.0
  last_checked: 1779130494.968448
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 5
  ai_summary: Guard (by Appscode) is an advanced authentication and authorization
    engine built for Kubernetes, allowing secure webhook integrations with identity
    providers. Useful for scaling zero-trust validation within multi-tenant clusters.
  language: Go
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Cloud Native Security
  - Infrastructure Security
  - Admission Control
  is_microservice: false
  title: Guard
https://github.com/kubehelper/kubehelper:
  description: ''
  addition_method: manual
  content_hash: bbd8910634940f7da85391f196e3c97e7e35637bcc5d10e8add15044254f4bb9
  gh_license: GPL-3.0
  gh_pushed: '2021-02-15T13:27:24Z'
  gh_stars: 249
  health_score: 100.0
  last_checked: 1779034497.999488
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: An interactive terminal user interface designed to assist operators
    with fast cluster checks, resource inspection, and safe resource cleaning. Provides
    structural menu shortcuts, eliminating the need to execute lengthy nested kubectl
    commands manually.
  language: Go
  resource_type: CLI Tool
  complexity: Low
  hierarchy:
  - Operations
  - Command Line Tools
  - Cluster Utilities
  is_microservice: false
  title: KubeHelper
https://github.com/kubeinit/kubeinit:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight vs Live Grounding: Kubeinit was designed as an Ansible
    automation tool to deploy Kubernetes, OKD, or OpenShift on VMs using libvirt/KVM.
    Live telemetry shows this repository has moved to legacy status with zero recent
    commits, reflecting a shift toward Cluster API providers for virtualization.'
  complexity: Advanced
  content_hash: 30030a2ad117765656888aa3efc1f8a879dd1cab246b8bed321c75e6869c73f3
  gh_license: Apache-2.0
  gh_pushed: '2025-12-05T21:26:59Z'
  gh_stars: 222
  health_score: 100.0
  hierarchy:
  - Provisioning
  - Ansible
  - Virtualization
  is_microservice: false
  language: Python/Ansible
  last_checked: 1779033845.208855
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2026'
  title: "Kubeinit \U0001F31F"
https://github.com/kubemq-io/kubemq-community:
  description: ''
  addition_method: manual
  ai_summary: The primary community codebase for KubeMQ. It showcases a lightweight,
    high-throughput message broker written in Go, specifically optimized for containerized
    microservice routing patterns inside Kubernetes.
  complexity: Intermediate
  content_hash: 26be1f454a72862d41e500b7e6e68eea0316a06151ab10ac9164a914a66cc46b
  gh_license: Apache-2.0
  gh_pushed: '2023-02-18T04:16:19Z'
  gh_stars: 667
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Message Brokers
  - KubeMQ
  is_microservice: false
  language: Go
  last_checked: 1779034233.066179
  needs_ai_refresh: true
  resource_type: Code
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: '2024'
  title: "github.com/kubemq-io/kubemq-community \U0001F31F"
https://github.com/kubenav/kubenav:
  description: ''
  addition_method: manual
  ai_summary: A lightweight multi-platform open-source navigator designed for mobile
    devices (iOS, Android) and desktop. Delivers secure cluster troubleshooting, rapid
    log auditing, and safe shell executions directly on remote servers.
  complexity: Intermediate
  content_hash: cc2b5c098452f2518d4d2137de361f8c9e3861275aaa2e9ee9bffb250d413d74
  gh_license: MIT
  gh_pushed: '2026-06-01T01:46:56Z'
  gh_stars: 2274
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Mobile Administration
  is_microservice: false
  language: Dart
  last_checked: 1779029380.298198
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: '2025'
  title: kubenav
https://github.com/kubeops/config-syncer:
  addition_method: manual
  content_hash: 534fd5b271e0124f649c91c528558cefbfb1f2c94aecde0f4746e6fdcb8a1509
  description: ''
  health_score: 100.0
  last_checked: 1779031521.229441
  stars: 0
  title: '==kubeops/config-syncer: Config Syncer (previously Kubed)=='
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kubeops/ui-server:
  description: ''
  addition_method: manual
  content_hash: 976a2f5e5b440221f3ed9a2de22165b937adcdf6fc3204889c1811be2a0c9ea3
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T03:45:28Z'
  gh_stars: 27
  health_score: 100.0
  last_checked: 1779130495.000866
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 1
  ai_summary: An identity and authorization server built specifically for Kubernetes
    dashboard architectures. It integrates with native OpenID Connect (OIDC) providers
    to manage secure user sessions and token exchanges for web UIs.
  language: Go
  resource_type: Identity Provider
  complexity: High
  hierarchy:
  - Security
  - Identity & Access
  - Authentication
  is_microservice: true
  title: identity-server
https://github.com/kubeopsskills/cloud-secret-resolvers:
  description: ''
  addition_method: manual
  ai_summary: An open-source operator-free secret resolver utility that queries AWS,
    Azure, and GCP secret stores dynamically, writing resolved parameters straight
    into runtime Kubernetes configurations. Reduces overhead associated with bulky
    operator systems.
  complexity: Intermediate
  content_hash: f26f51430c382c7a8c629e1a75b95f2c292a675b9285750e8b7e033167d02d48
  gh_license: MIT
  gh_pushed: '2022-06-22T10:39:05Z'
  gh_stars: 35
  health_score: 100.0
  hierarchy:
  - Security
  - Secrets Management
  - Kubernetes Integration
  is_microservice: true
  language: Go
  last_checked: 1779030711.75199
  needs_ai_refresh: true
  resource_type: Tool
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2021'
  title: 'kubeopsskills/cloud-secret-resolvers: Cloud Secret Resolvers (CSR)'
https://github.com/kubepack/chart-doc-gen:
  description: ''
  addition_method: manual
  ai_summary: Command-line utility that extracts configuration variables directly
    from values.yaml to compile uniform Markdown files. Speeds up delivery by ensuring
    user manuals and codebases stay perfectly aligned.
  complexity: Beginner
  content_hash: 3cf55fa13e1a671d356837825acf23af6a782f0cb74eae5cc9398d49fb9d6d92
  gh_license: Apache-2.0
  gh_pushed: '2026-05-16T02:01:15Z'
  gh_stars: 122
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Documentation Automation
  is_microservice: false
  language: Go
  last_checked: 1779030803.400585
  needs_ai_refresh: true
  resource_type: Plugin
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2022'
  title: 'chart-doc-gen: Helm Chart Documentation Generator'
https://github.com/kubepug/kubepug:
  description: ''
  addition_method: manual
  content_hash: 546a2f76b2780f056a0e9b590a1a3bc1374dce6383528956ff2afdef6364d3a0
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T09:31:44Z'
  gh_stars: 1835
  health_score: 100.0
  last_checked: 1779032055.037126
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: KubePug checks local resources against upcoming Kubernetes API deprecations
    and removals. By parsing live resources or raw manifest directories, it provides
    warning indicators mapping to the designated target version's deprecation roadmap.
    This tool forms a critical gate inside pipeline verifications.
  language: Go
  resource_type: CLI Tool / kubectl Plugin
  complexity: Intermediate
  hierarchy:
  - Cluster Lifecycle
  - Upgrades & Compliance
  - Static Analysis
  is_microservice: false
  title: '==github.com/kubepug/kubepug: Deprecations AKA KubePug - Pre UpGrade (Checker)==''
    ⭐'
https://github.com/kubereboot/kured:
  description: ''
  addition_method: manual
  content_hash: 08fd05371ed694fe460e32a28d52b40bdef0ff8b63d69ee62cc2a4a8016bd7bc
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T21:26:44Z'
  gh_stars: 2543
  health_score: 100.0
  last_checked: 1779031564.563088
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: The industry-standard daemonset that monitors clusters for nodes requiring
    OS-level reboots. Using a coordinated API locking strategy, kured drains and reboots
    nodes sequentially, preserving cluster-wide resource availability during maintenance
    windows.
  language: Go
  resource_type: DaemonSet
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Node Provisioning
  - Reboot Orchestration
  is_microservice: false
  title: github.com/kubereboot/kured ⭐
https://github.com/kuberhealthy/kuberhealthy:
  description: ''
  addition_method: manual
  content_hash: a01379b3010823904038e846f81c24f722060cf701a5e9378554661d62f6272b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-02T05:58:58Z'
  gh_stars: 2247
  health_score: 100.0
  last_checked: 1779130495.003976
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  stars: 5
  ai_summary: Kuberhealthy schedules dynamic, real-world actions as background test
    suites. It detects underlying API, network, or storage decay that static monitoring
    tools overlook by continually validating that clusters are functionally operational.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Reliability
  - Monitoring
  - Synthetic Monitoring
  - Operators
  is_microservice: false
  title: "kuberhealthy \U0001F31F"
https://github.com/kuberlogic/kuberlogic:
  description: ''
  addition_method: manual
  content_hash: cf3ddffd441ae1c89c416b39ea700a7b26053c5f33e1a7cc13b344d339a518b0
  gh_license: Apache-2.0
  gh_pushed: '2022-10-26T14:38:18Z'
  gh_stars: 228
  health_score: 100.0
  last_checked: 1779032159.864716
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: Kuberlogic is an open-source operator-driven engine designed to turn
    standard open-source databases (PostgreSQL, MySQL, Redis) into a managed Database-as-a-Service
    (DBaaS) on Kubernetes. It automates backups, scaling, auto-healing, and monitoring,
    providing a self-hosted alternative to RDS. However, it remains a smaller community
    effort.
  language: Go
  resource_type: Controller
  complexity: High
  hierarchy:
  - Database Orchestration
  - Database-as-a-Service
  - SaaS Builders
  is_microservice: false
  title: kuberlogic
https://github.com/kubermatic/fubectl:
  description: ''
  addition_method: manual
  content_hash: 6bb6ef7e2027b10db5fc1753953334a6f0f89021ec7407ce3e84f29c9528115e
  gh_license: Apache-2.0
  gh_pushed: '2026-02-18T08:38:54Z'
  gh_stars: 1002
  health_score: 100.0
  last_checked: 1779034139.708854
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: A widely adopted wrapper layer of shell helper functions and interactive
    `fzf` auto-completers designed to supercharge kubectl navigation. Radically simplifies
    log inspections, shell attachment prompts, and port forwarding setups.
  language: Bash
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - CLI Utilities
  - Context Management
  is_microservice: false
  title: fubectl
https://github.com/kubermatic/kubecarrier:
  description: ''
  addition_method: manual
  content_hash: cdeca712f167e1ebbd9e47da971ef81314edde045093745dac14d6ba50e8663f
  gh_license: Apache-2.0
  gh_pushed: '2023-07-05T20:56:40Z'
  gh_stars: 291
  health_score: 100.0
  last_checked: 1779032372.197865
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes.md
  year: '2023'
  ai_summary: KubeCarrier is an open-source system designed for managing services
    across multiple Kubernetes clusters using a Service App Store model based on CRDs.
    Curator insights framed it as an enterprise-ready hub for multi-tenant services;
    however, live grounding reveals the project has been archived by Kubermatic. It
    remains academically and architecturally notable for showing how to use Hub-and-Spoke
    cluster patterns to automate service provisioning.
  language: Go
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Multi-Cluster
  - Service Management
  - Operator Framework
  is_microservice: false
  title: KubeCarrier - Service Management at Scale
https://github.com/kubermatic/kubeone:
  description: ''
  addition_method: manual
  content_hash: 774d41c037db09506f5aeae4c27b66e363d5e2e624644905ebb94af4b11225f7
  gh_license: Apache-2.0
  gh_pushed: '2026-06-03T21:13:34Z'
  gh_stars: 1513
  health_score: 100.0
  last_checked: 1779031046.331811
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: KubeOne is a highly opinionated, declarative Kubernetes cluster provisioning
    and lifecycle management tool. Utilizing the Cluster API under the hood, it automates
    the creation, upgrade, and maintenance of single control-plane or highly-available
    clusters across various cloud providers and bare-metal environments.
  language: Go
  resource_type: CLI Tool
  complexity: High
  hierarchy:
  - Cluster Management
  - Provisioning
  - Declarative Clusters
  is_microservice: false
  title: "==kubermatic/kubeone== \U0001F31F"
https://github.com/kubernetes-client:
  description: ''
  addition_method: manual
  content_hash: f9afe847a27cfed4f08ab1bf87f4a7913f0636f1d90aa7aae6309ad7aa645ac6
  health_score: 100.0
  last_checked: 1779033782.454555
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: '2026'
  ai_summary: The master repository for official Kubernetes API clients. It coordinates
    client generation profiles across Python, Java, JavaScript, and Go, serving as
    the base for building advanced cloud orchestration tools.
  language: Multi
  resource_type: Repository Directory
  complexity: Advanced
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Official SDKs
  is_microservice: false
  title: "github.com/kubernetes-client \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/kubernetes-client/go:
  description: ''
  addition_method: manual
  content_hash: 74dc88e1d502b4a8a0b9763d5e16cda63b3d361ae16da5db2ddd9fdddc2bbb16
  gh_license: Apache-2.0
  gh_pushed: '2022-03-08T08:27:45Z'
  gh_stars: 239
  health_score: 100.0
  last_checked: 1779034013.134598
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: '2025'
  ai_summary: An alternative OpenAPI-generated Go client for Kubernetes APIs. Best
    utilized for lightweight API interactions and custom code-generation environments
    requiring strict OpenAPI schema structures.
  language: Go
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Go Client
  is_microservice: false
  title: 'kubernetes-client/go: OpenAPI based Generated Go client for Kubernetes'
https://github.com/kubernetes-client/java:
  description: ''
  addition_method: manual
  content_hash: c8b72e06d672e56ca6e5e8543d0d917f605312e4a547c80dab5aa2ecb39d736b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T18:36:31Z'
  gh_stars: 3984
  health_score: 100.0
  last_checked: 1779030132.832681
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: '2026'
  ai_summary: The official OpenAPI-generated Java library for the Kubernetes API.
    Provides enterprise Java platforms with type-safe classes, informers, and watcher
    APIs to build robust, native controllers.
  language: Java
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Java Client
  is_microservice: false
  title: 'github.com/kubernetes-client/java: Kubernetes Java Client'
https://github.com/kubernetes-client/python:
  description: ''
  addition_method: manual
  content_hash: 68b4cba01dcb6e7de7b9e77f374c3c5af11f2fe7a1a8bc4649a93a393ad54fe7
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T03:02:20Z'
  gh_stars: 7594
  health_score: 100.0
  last_checked: 1779029295.10066
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: '2026'
  ai_summary: The official Python SDK for interacting with Kubernetes API environments.
    Heavily leveraged across AI workflows, automation routines, and data operations
    needing native cluster integration.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Python Client
  is_microservice: false
  title: github.com/kubernetes-client/python
https://github.com/kubernetes-client/python-base:
  description: ''
  addition_method: manual
  content_hash: 0abb70df04327ef10002eba20626354a1fa4d8f91d47cb48f243316ffa896f35
  gh_license: Apache-2.0
  gh_pushed: '2022-02-25T23:19:26Z'
  gh_stars: 69
  health_score: 100.0
  last_checked: 1779032802.589567
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: '2025'
  ai_summary: The foundational base configurations package supporting the official
    Kubernetes Python Client library. Standardizes raw REST connection handling and
    secure authentication exchanges.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Python Client
  is_microservice: false
  title: github.com/kubernetes-client/python-base
https://github.com/kubernetes-course/container_workshops:
  description: ''
  addition_method: manual
  content_hash: e1b93a2ff48bc2af86ea2e40392312e1d5dcb188061af30eb1dd9b9a538b9165
  health_score: 100.0
  last_checked: 1781735910.789828
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2022'
  ai_summary: 'Workshop curriculum dedicated to fundamental container internals, isolation
    concepts, namespaces, and runtime interactions. (Live Grounding: Serves as an
    excellent fundamental base for engineers seeking to demystify low-level OCI runtime
    mechanisms).'
  language: Shell/Dockerfile
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Infrastructure
  - Learning Resources
  - Containerization Workshops
  is_microservice: false
  title: github.com/kubernetes-course/container_workshops
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/kubernetes-csi:
  description: ''
  addition_method: manual
  content_hash: e980d53aee55061c19050394117f47d9ecf6c911d4e7c26dfc046f77129d5b77
  health_score: 100.0
  last_checked: 1779031109.212316
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: '2026'
  ai_summary: The official GitHub organization containing CSI reference drivers, specification
    documentation, and auxiliary helper containers (such as csi-provisioner and csi-snapshotter).
    These foundational code repositories define how all third-party storage controllers
    communicate with the core Kubernetes API.
  language: Go
  resource_type: Repository
  complexity: High
  hierarchy:
  - Storage
  - Kubernetes CSI
  - Source Code
  is_microservice: false
  title: github.com/kubernetes-csi
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/kubernetes-csi/csi-driver-smb:
  description: ''
  addition_method: manual
  content_hash: eab7a2248d1bef935176b622ad8dfa3ce97f382d9418a2ee0d2e219583b61216
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T07:10:30Z'
  gh_stars: 641
  health_score: 100.0
  last_checked: 1779033259.194582
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: '2026'
  ai_summary: A specialized CSI driver designed to dynamically provision and mount
    Server Message Block (SMB) shared directories into Kubernetes pods. This driver
    is essential for heterogeneous Windows/Linux container clusters and legacy corporate
    network attached storage (NAS) migrations.
  language: Go
  resource_type: CSI Driver
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes CSI
  - SMB Integration
  is_microservice: false
  title: SMB CSI Driver for Kubernetes
https://github.com/kubernetes-retired/etcdadm:
  description: ''
  addition_method: manual
  content_hash: 74b1a330a79242cd06f6d9fa042d24276e94431e09c9fb3706af3511ec7d8191
  gh_license: Apache-2.0
  gh_pushed: '2024-04-29T17:19:53Z'
  gh_stars: 747
  health_score: 100.0
  last_checked: 1779130494.930862
  needs_ai_refresh: true
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  stars: 3
  ai_summary: A retired cluster administration tool inspired by kubeadm, designed
    to provision and operate secure, HA etcd clusters. Although deprecated in the
    Kubernetes-retired ecosystem, it served as a foundational pattern for bootstrap
    orchestrators.
  language: Go
  resource_type: Cluster Installer
  complexity: High
  hierarchy:
  - Infrastructure
  - Control Plane
  - etcd Management
  is_microservice: false
  title: github.com/kubernetes-sigs/etcdadm ⭐
https://github.com/kubernetes-retired/frakti:
  description: ''
  addition_method: manual
  content_hash: 07833ef4cc0c9fb288a03de53893ff40afa113ac6f2543303073a13f38adc569
  gh_license: Apache-2.0
  gh_pushed: '2020-12-15T16:30:13Z'
  gh_stars: 675
  health_score: 100.0
  last_checked: 1779130494.978545
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: '2020'
  stars: 5
  ai_summary: 'Critical Live Grounding: Built originally to support hypervisor-based
    Container Runtime Interfaces (CRI), Frakti has been officially retired and archived
    by the Kubernetes organization. Modern environments utilize container-native VM
    interfaces like Kata Containers or Firecracker integrated directly into containerd.'
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Containerization
  - Runtimes
  - Hypervisor-based Runtimes
  is_microservice: false
  title: Frakti
https://github.com/kubernetes-retired/hierarchical-namespaces:
  description: ''
  addition_method: manual
  content_hash: cf35f6850e587357b7265284a4ee38df7649f31c9f7e1ebc0d775977662ffb86
  gh_license: Apache-2.0
  gh_pushed: '2025-04-07T00:22:00Z'
  gh_stars: 667
  health_score: 100.0
  last_checked: 1779130494.963217
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  stars: 5
  ai_summary: The Hierarchical Namespace Controller (HNC) allowed users to establish
    parent-child relationships between namespaces to propagate policies, secrets,
    and roles. Although highly influential for multi-tenant self-service models, the
    repository has been officially retired as of recent CNCF updates, steering teams
    toward newer vcluster or namespace-controller patterns.
  language: Go
  resource_type: Controller
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Multi-Tenancy
  - Namespace Management
  is_microservice: false
  title: 'kubernetes-sigs/hierarchical-namespaces: The Hierarchical Namespace Controller
    (HNC)'
https://github.com/kubernetes-retired/kpng:
  description: ''
  addition_method: manual
  content_hash: 600ce80e685a81a0beb113112dc6330d72d64df910cd6a075a0477d4acf8aef1
  gh_license: Apache-2.0
  gh_pushed: '2024-07-09T05:36:20Z'
  gh_stars: 240
  health_score: 100.0
  last_checked: 1779130494.947056
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 5
  ai_summary: Originally conceived as the next-generation Kubernetes Proxy (KPNG)
    to split kube-proxy into a clean control plane and specialized data planes. Live
    grounding confirms the project has been officially retired by SIG Network, though
    its architectural lessons on decoupled state distribution continue to influence
    modern custom dataplane designs.
  language: Go
  resource_type: Core Component
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Networking
  - Service Routing
  is_microservice: false
  title: kubernetes-sigs/kpng
https://github.com/kubernetes-retired/kube-batch:
  description: ''
  addition_method: manual
  content_hash: 1e384314b52bd9b4322348255137977944a4424b07518c238c49d614e04864e5
  gh_license: Apache-2.0
  gh_pushed: '2023-05-22T13:50:02Z'
  gh_stars: 1091
  health_score: 100.0
  last_checked: 1779130494.995016
  needs_ai_refresh: true
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  stars: 2
  ai_summary: 'An early batch scheduler for Kubernetes designed to run high-performance
    computing (HPC) and deep learning workloads. Note: This project is now retired
    and archived; its features have been superseded by Volcano or the native Kubernetes
    scheduler queueing enhancements.'
  language: Go
  resource_type: Batch Scheduler
  complexity: High
  hierarchy:
  - Scheduling
  - Batch Workloads
  - HPC
  is_microservice: false
  title: kube-batch
https://github.com/kubernetes-retired/kubefed:
  description: ''
  addition_method: manual
  content_hash: 330530461748600ca09970c48f751e2e654f4ec63165febd67428027693ec1d6
  gh_license: Apache-2.0
  gh_pushed: '2023-03-24T21:50:24Z'
  gh_stars: 2483
  health_score: 100.0
  last_checked: 1779130494.965233
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  stars: 5
  ai_summary: The retired multi-cluster federation engine (KubeFed). Designed to coordinate
    resources across multiple clusters, it was retired due to design limitations.
    Modern production multi-cluster strategies have migrated to architectures like
    Karmada, Open Cluster Management (OCM), or global service meshes.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Operations
  - Multi-Cluster
  - Federation
  is_microservice: false
  title: 'KubeFed: Kubernetes Cluster Federation'
https://github.com/kubernetes-retired/kui:
  description: ''
  addition_method: manual
  content_hash: 6f26251f692c9c7c121fd0767399a108a6f37d72f6c237d987cb876016a40866
  gh_license: Apache-2.0
  gh_pushed: '2025-07-12T22:06:01Z'
  gh_stars: 2899
  health_score: 100.0
  last_checked: 1779130494.955297
  needs_ai_refresh: true
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  stars: 3
  ai_summary: 'A hybrid visual/command-line tool built on Electron to interact with
    Kubernetes APIs. Note: This project is retired/archived by the Kubernetes-SIGs
    group; alternative options include active terminal tools such as k9s or Lens.'
  language: TypeScript
  resource_type: Visual CLI
  complexity: High
  hierarchy:
  - Developer Experience
  - CLI Tools
  - Visual terminal
  is_microservice: false
  title: kubernetes-sigs/kui
https://github.com/kubernetes-retired/multi-tenancy/tree/master/incubator/hnc:
  description: ''
  addition_method: manual
  content_hash: 0ce8e552037cf09512073a654acd18b1d620d41283c0c70701bfefe4b91d7551
  gh_license: Apache-2.0
  gh_pushed: '2023-05-11T21:17:56Z'
  gh_stars: 942
  health_score: 100.0
  last_checked: 1779130494.986157
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2023'
  stars: 5
  ai_summary: The repository source for the Hierarchical Namespace Controller (HNC).
    While archived on GitHub, it remains highly informative for establishing cascading
    sub-namespace parameters and resource hierarchies.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Hierarchical Namespaces
  is_microservice: false
  title: Hierarchical namespaces
https://github.com/kubernetes-sigs:
  description: ''
  addition_method: manual
  content_hash: 1ebdd651edefc516652d5c80c649ee27e67bf9c6dbf8d67fa1f2fa8b3b613a56
  health_score: 100.0
  last_checked: 1779032173.421005
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2024'
  ai_summary: The official repository collection managed by Special Interest Groups.
    It acts as the home for core ecosystem tools, testing frameworks, API extensions,
    and auxiliary automation packages.
  language: N/A
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Community & Governance
  - SIGs
  - Repositories
  is_microservice: false
  title: Kubernetes SIGs
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/kubernetes-sigs/aws-load-balancer-controller:
  description: ''
  addition_method: manual
  ai_summary: The core controller that manages AWS Elastic Load Balancers (ALB and
    NLB) on behalf of a Kubernetes cluster. Live Grounding verifies its continuous
    support for advanced features like target grouping by IP, ACM certificate integration,
    and shared ALBs. It acts as the primary ingress controller for modern AWS EKS
    network architectures.
  complexity: Advanced
  content_hash: e96c23880736600bb844db45ddde2c16441a87670c49e244bb58be2b5eaca684
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T20:36:48Z'
  gh_stars: 4300
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Ingress Controllers
  is_microservice: true
  language: Go
  last_checked: 1779031983.498846
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2026'
  title: ==github.com/kubernetes-sigs/aws-load-balancer-controller==
https://github.com/kubernetes-sigs/cluster-addons:
  description: ''
  addition_method: manual
  content_hash: a2e6eea11d1078fef0c8779e32d1be068881ea41a4c595714c6f20ba176d7b39
  gh_license: Apache-2.0
  gh_pushed: '2023-04-24T19:59:04Z'
  gh_stars: 156
  health_score: 100.0
  last_checked: 1779032046.743348
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2025'
  ai_summary: This SIG-Cluster-Lifecycle project establishes standard, declarative
    approaches for managing core cluster addons. It provides structured templates
    for bootstrapping, upgrading, and removing cluster utilities like CoreDNS or CSI
    engines safely.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Operations & Reliability
  - Addons Management
  - Cluster Lifecycle
  is_microservice: false
  title: "Cluster Addons \U0001F31F"
https://github.com/kubernetes-sigs/cluster-api:
  addition_method: manual
  content_hash: ead71e9f56c783ba010a87db2d76899d165c14e0ec3e6dfb2bb845b58791c3cf
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779033092.913432
  needs_ai_refresh: true
  v1_locations:
  - docs/ocp4.md
https://github.com/kubernetes-sigs/descheduler:
  description: ''
  addition_method: manual
  content_hash: 800177eb1bbf2496c5264eb5b149803a972ae5fbaa153c8598970f0ad6496ce3
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T10:13:47Z'
  gh_stars: 5441
  health_score: 100.0
  last_checked: 1779031825.604278
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/ocp4.md
  v2_locations:
  - kubernetes-tools.md
  - ocp4.md
  year: '2026'
  ai_summary: A highly critical Kubernetes SIG project that addresses scheduling drift
    by continuously examining running pods against modified constraints, evicting
    pods that violate affinities, taints, topology spreads, or resource capacities.
  language: Go
  resource_type: Controller
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - Scheduling & Node Assignment
  - Dynamic Balancing
  is_microservice: true
  title: "Descheduler for Kubernetes \U0001F31F"
https://github.com/kubernetes-sigs/e2e-framework:
  addition_method: manual
  ai_summary: Curator Insight presents this official Kubernetes SIG framework for
    writing robust end-to-end tests for operators and controllers. Live Grounding
    highlights its structured step-by-step test phases, integrated kind cluster spin-up,
    and native client-go validation patterns.
  complexity: Advanced
  content_hash: 57102640c25fb43e99dbed64bd1e680744003fe595379f30c016713a31976b44
  description: ''
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T05:52:53Z'
  gh_stars: 659
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Kubernetes Development
  - Testing Frameworks
  is_microservice: false
  language: English
  last_checked: 1779030609.31161
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: kubernetes-sigs/e2e-framework
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/kubernetes-sigs/etcdadm:
  addition_method: manual
  content_hash: 2d9d6d5df7237724e18b45213219f932e33df0f5e6ed2088e49a9810934be1b7
  description: ''
  health_score: 100.0
  last_checked: 1779030507.484024
  stars: 0
  title: github.com/kubernetes-sigs/etcdadm ⭐
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kubernetes-sigs/external-dns:
  description: ''
  addition_method: manual
  content_hash: 654e152956ca97766a1312ecf102ea16c195e13878800fcf93396ae4c4ab8319
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T21:06:32Z'
  gh_stars: 8985
  health_score: 100.0
  last_checked: 1779033567.480246
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2024'
  ai_summary: A vital ecosystem add-on that dynamically configures external DNS providers
    based on active Ingress and Service host declarations. Ensures automated external
    network connectivity.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Networking & Ingress
  - DNS
  - Automation
  is_microservice: true
  title: external-dns
https://github.com/kubernetes-sigs/gateway-api:
  description: ''
  addition_method: manual
  content_hash: 9b853c512489d4b358665cd406a72d7c98c3d11567570278578142b0ff19f417
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T20:16:49Z'
  gh_stars: 2885
  health_score: 100.0
  last_checked: 1779030680.910423
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-networking.md
  - docs/kubernetes-operators-controllers.md
  - docs/servicemesh.md
  v2_locations:
  - kubernetes-networking.md
  - kubernetes-operators-controllers.md
  - servicemesh.md
  year: '2023'
  ai_summary: Official GitHub repository for the standard Kubernetes Gateway API.
    This next-generation specification supersedes standard Ingress, offering expressive,
    role-oriented, and extensible routing APIs (Gateway, GatewayClass, and Route resources).
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Gateway API
  is_microservice: true
  title: Kubernetes Gateway API
https://github.com/kubernetes-sigs/hierarchical-namespaces:
  addition_method: manual
  content_hash: fdef75e2a80bfc946c00b02248b0c35953ca426910893e9e23b1357f8c72b720
  description: ''
  health_score: 100.0
  last_checked: 1779029378.305644
  stars: 0
  title: 'kubernetes-sigs/hierarchical-namespaces: The Hierarchical Namespace Controller''
    (HNC)'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kubernetes-sigs/ingate:
  description: ''
  addition_method: manual
  content_hash: c87518464900ff384554cca1a38f35aeb21edcd64c662194c30f9539ee2dfa1e
  gh_license: Apache-2.0
  gh_pushed: '2026-03-17T07:49:06Z'
  gh_stars: 728
  health_score: 100.0
  last_checked: 1779030330.712169
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-networking.md
  - docs/kubernetes-operators-controllers.md
  - docs/servicemesh.md
  v2_locations:
  - kubernetes-networking.md
  - kubernetes-operators-controllers.md
  - servicemesh.md
  year: '2021'
  ai_summary: Architectural prototype designed to test Ingress integration patterns.
    Live engineering truth confirms this repository is archived by SIG-Network, as
    development has shifted entirely toward the standardized Gateway API.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Controllers
  is_microservice: true
  title: 'InGate: Ingress & Gateway API Controller (Archived)'
https://github.com/kubernetes-sigs/kind:
  description: ''
  addition_method: manual
  ai_summary: Kubernetes in Docker (kind) is an indispensable ecosystem framework
    utilizing Docker container nodes to model multi-node clusters. Widely favored
    for continuous integration (CI) workflows and high-speed local control plane validation.
  complexity: Intermediate
  content_hash: 52fb81ed1c130986f2875d5f20c2dcd6be647ce0c25060548fc35fb4be8eac89
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T19:04:50Z'
  gh_stars: 15299
  health_score: 100.0
  hierarchy:
  - Local Kubernetes Environments
  - Containerized Clusters
  - KIND
  is_microservice: false
  language: Go
  last_checked: 1779029056.947225
  needs_ai_refresh: true
  resource_type: Tool
  stars: 4
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  - docs/matrix-table.md
  v2_locations:
  - kubernetes-based-devel.md
  - matrix-table.md
  year: '2026'
  title: '**kind**'
https://github.com/kubernetes-sigs/kpng:
  addition_method: manual
  content_hash: 7d3870e0793fbcc96741fe8d5f173130b7a149ab0a111b8364313de86f0bd7b3
  description: ''
  health_score: 100.0
  last_checked: 1779031983.520838
  stars: 0
  title: kubernetes-sigs/kpng
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kubernetes-sigs/krew-index/blob/master/plugins.md:
  description: ''
  addition_method: manual
  content_hash: 3751fc9d8df1a8a1fdd78727ddd16b967678a2cf3964a542426f9cb76d555f3d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T05:18:33Z'
  gh_stars: 691
  health_score: 100.0
  last_checked: 1779031186.28168
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  - docs/other-awesome-lists.md
  v2_locations:
  - kubernetes.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: The master index of the Krew package manager, which lists community-contributed
    plugins for the kubectl CLI. This index serves as the central hub for operations
    engineers looking to discover, install, and catalog administrative and diagnostic
    command-line utilities.
  language: Go
  resource_type: Index
  complexity: Beginner
  hierarchy:
  - Operations
  - Command Line Tools
  - Kubectl Plugins
  is_microservice: false
  title: Available kubectl plugins
  is_special: true
https://github.com/kubernetes-sigs/kube-batch:
  addition_method: manual
  content_hash: 8f3a4116d27d5d5d955755a2f759f9f2c74506091c12304ed423e70c43c52594
  description: ''
  health_score: 100.0
  last_checked: 1779034098.043934
  stars: 0
  title: kube-batch
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kubernetes-sigs/kube-scheduler-simulator:
  description: ''
  addition_method: manual
  content_hash: 3793cba17a48f8974bb5ee8f5e585d24649c606cdc8abab27a355c65317beb78
  gh_license: Apache-2.0
  gh_pushed: '2025-09-21T04:10:12Z'
  gh_stars: 1092
  health_score: 100.0
  last_checked: 1779032640.460401
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: An interactive, web-based simulator designed to visualize, debug, and
    test custom scheduler configurations and plugins. It enables platform developers
    to step through scheduling decisions without modifying production clusters. Widely
    recognized in 2026 as an essential tool for training engineers on advanced scheduling
    concepts.
  language: Go
  resource_type: Web Application
  complexity: High
  hierarchy:
  - Infrastructure
  - Scheduling
  - Simulator
  is_microservice: true
  title: kube-scheduler-simulator
https://github.com/kubernetes-sigs/kubebuilder:
  description: ''
  addition_method: manual
  content_hash: 29d9981ad02b766023817c041f9aa38e9b24e6541793c93eef23ea561d07f8dc
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T23:52:37Z'
  gh_stars: 9183
  health_score: 100.0
  last_checked: 1779029113.646731
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2026'
  ai_summary: Kubebuilder is the industry-standard developer framework for generating
    custom Kubernetes APIs and controllers. Leveraging structured scaffolding, advanced
    code generators, and controller-runtime wrappers, it streamlines the creation
    of highly reliable operators.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Extensibility & Development
  - Frameworks & Tooling
  - Controller SDKs
  is_microservice: false
  title: kubernetes-sigs/kubebuilder
https://github.com/kubernetes-sigs/kubefed:
  addition_method: manual
  content_hash: 1fb43d0721e6c5e4842baa866b9078f0369982e1f3128feba39e5aa5c4e764f5
  description: ''
  health_score: 100.0
  last_checked: 1779029466.910229
  stars: 0
  title: 'KubeFed: Kubernetes Cluster Federation'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://github.com/kubernetes-sigs/kubespray:
  description: ''
  addition_method: manual
  ai_summary: The industry standard Ansible automation framework for deploying enterprise-ready,
    production-grade clusters. Combining Kubeadm with highly flexible, battle-tested
    playbooks, it handles network policy deployment (CNIs like Calico/Cilium), storage
    classes, node lifecycle operations, and multi-distribution OS configurations.
  complexity: Advanced
  content_hash: e6a5ab4538c357775e53e98139727266a66b700215009b4dbd5fdcc4d257fb79
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T08:26:33Z'
  gh_stars: 18556
  health_score: 100.0
  hierarchy:
  - Provisioning
  - Ansible
  - Enterprise Playbooks
  is_microservice: false
  language: Python/Ansible
  last_checked: 1779032835.330396
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  v2_locations:
  - kubernetes-on-premise.md
  - matrix-table.md
  year: '2026'
  title: '**Kubespray**'
https://github.com/kubernetes-sigs/kueue:
  description: ''
  addition_method: manual
  content_hash: 57dcd4bd79ba0cb4373a02dac6563bfd09831c58facdbdabf2521e45284ff23b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T20:30:47Z'
  gh_stars: 2563
  health_score: 100.0
  last_checked: 1779031535.980882
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: Kueue manages resource quotas across tenant namespaces, supporting complex
    machine learning and AI orchestration flows. It acts as a cloud-native batch scheduling
    engine, optimizing utilization within strict resource envelopes.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Workloads
  - Batch Jobs
  - Queueing
  is_microservice: false
  title: 'kubernetes-sigs/kueue: Kubernetes-native Job Queueing'
https://github.com/kubernetes-sigs/kueue/releases/tag/v0.14.0:
  description: ''
  addition_method: manual
  content_hash: 43b0b49fc7eb473a64ff7e8315cb7180b2cfa93754ef2bb6e59221fc574560ff
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T20:30:47Z'
  gh_stars: 2563
  health_score: 100.0
  last_checked: 1779031652.538246
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - ENTERPRISE-STABLE
  - EMERGING
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  - docs/kubernetes-releases.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-operators-controllers.md
  - kubernetes-releases.md
  year: '2024'
  ai_summary: Curator Insight details the Kueue v0.14.0 release for advanced batch
    queuing in Kubernetes. Live engineering in 2026 highlights Kueue as the de facto
    standard for queuing, resource-sharing, and optimizing ML/AI compute clusters
    using standard scheduling components.
  language: Go
  resource_type: Code Repository
  complexity: High
  hierarchy:
  - Platform Engineering
  - Job Scheduling
  - Batch Workloads
  is_microservice: true
  title: Kueue Release v0.14.0
https://github.com/kubernetes-sigs/kui:
  addition_method: manual
  content_hash: 651b6b6f7dee57a12e65301913f8e02bb09e0449ec4a332b016d3a3a47cd8de3
  description: ''
  health_score: 100.0
  last_checked: 1779033770.970703
  stars: 0
  title: kubernetes-sigs/kui
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kubernetes-sigs/kustomize:
  description: ''
  addition_method: manual
  content_hash: 0d521a8e3abbccba8dcc4a3e9cb4c5d43a87f434413999983fb9163a6ce10c6f
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T00:42:31Z'
  gh_stars: 12070
  health_score: 100.0
  last_checked: 1779034487.386097
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: Duplicate entry for Kustomize, highlighting its role as a CNCF-backed
    declarative customization engine. It uses a composition-based system to configure
    variations of YAML files without standard template parameters, serving as a clean
    alternative to Helm.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Configuration
  - Templating & Engine
  - Kustomize
  is_microservice: false
  title: kustomize
https://github.com/kubernetes-sigs/kwok:
  description: ''
  addition_method: manual
  content_hash: 81c669e4ae741b5aba8e200f41e058f33537bcd4a8b9348496eac1a74b0d1dbf
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T07:32:24Z'
  gh_stars: 3124
  health_score: 100.0
  last_checked: 1779031113.909528
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: KWOK (Kubernetes WithOut Kubelet) is an official SIG-sponsored emulator
    that spins up thousands of virtual nodes in seconds. By executing without actual
    kubelet footprints, it enables developers to simulate massive scale clusters,
    scheduler constraints, and operator behaviors on a standard laptop.
  language: Go
  resource_type: CLI / Emulation Engine
  complexity: Advanced
  hierarchy:
  - Testing
  - Simulation & Emulation
  - Cluster Management
  is_microservice: false
  title: kubernetes-sigs/kwok
https://github.com/kubernetes-sigs/multi-tenancy/tree/master/incubator/hnc:
  addition_method: manual
  content_hash: 472ed291b401f1602c7f3f23c55bdc896cd4ba1ada9a4ae6ada6eed916164c77
  description: ''
  health_score: 100.0
  last_checked: 1779029061.35295
  stars: 0
  title: Hierarchical namespaces
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://github.com/kubernetes-sigs/nfs-ganesha-server-and-external-provisioner:
  description: ''
  addition_method: manual
  content_hash: 1a9e8d9a821a92dadfa3cf1a2019e52415f6a8bf956516a1df0605afeda43c30
  gh_license: Apache-2.0
  gh_pushed: '2026-03-31T17:50:19Z'
  gh_stars: 481
  health_score: 100.0
  last_checked: 1779034208.718173
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: An out-of-tree dynamic provisioner that uses NFS Ganesha to dynamically
    provision Kubernetes Persistent Volumes (PVs) over NFS. It packages an NFS-Ganesha
    server directly within the provisioner container, allowing clusters to share block
    storage volumes dynamically via NFS. It remains a crucial storage-layer utility
    in 2026 for mixed ReadWriteMany workload environments.
  language: Go
  resource_type: Storage Provisioner
  complexity: High
  hierarchy:
  - Storage
  - NFS
  - Provisioner
  is_microservice: true
  title: 'github.com: NFS Ganesha server and external provisioner'
https://github.com/kubernetes-sigs/nfs-subdir-external-provisioner:
  description: ''
  addition_method: manual
  content_hash: 01c5c113ec1f426c994398e95c38d7a4d209d1b9609a7c551679c011b2f10ecb
  gh_license: Apache-2.0
  gh_pushed: '2026-03-31T17:50:19Z'
  gh_stars: 3016
  health_score: 100.0
  last_checked: 1779034558.482356
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: An out-of-tree dynamic provisioner that uses an existing NFS server
    to dynamically provision Kubernetes Persistent Volumes by creating subdirectories
    within the NFS share. Extremely reliable and simple to configure, it is widely
    utilized in 2026 for developer setups, bare-metal deployments, and test environments.
  language: Go
  resource_type: Storage Provisioner
  complexity: Medium
  hierarchy:
  - Storage
  - NFS
  - Provisioner
  is_microservice: false
  title: 'kubernetes-sigs/nfs-subdir-external-provisioner: Kubernetes NFS Subdir External''
    Provisioner'
https://github.com/kubernetes-sigs/node-feature-discovery:
  description: ''
  addition_method: manual
  content_hash: 9eb50a4b87b24f04460ce893b04e36df50bbcd718ac3470621d0ef19a77b7dab
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T09:53:01Z'
  gh_stars: 1045
  health_score: 100.0
  last_checked: 1779029061.343832
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: A Kubernetes SIG project that scans hardware attributes and custom system
    configurations across cluster nodes. It labels nodes automatically based on attributes
    like GPUs, instruct sets, or custom kernel attributes.
  language: Go
  resource_type: Kubernetes Operator
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - Hardware Discovery
  - Node Labeling
  is_microservice: true
  title: '==kubernetes-sigs/node-feature-discovery: Node feature discovery for Kubernetes=='
https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran:
  description: ''
  addition_method: manual
  content_hash: 59522768a9791e6c5f76db6c3a5c6eb9cad2515fcc9bca7b93700af41b33d7e7
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T10:17:00Z'
  gh_stars: 1295
  health_score: 100.0
  last_checked: 1779029163.771599
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/ocp4.md
  v2_locations:
  - kubernetes-tools.md
  - ocp4.md
  year: '2024'
  ai_summary: A collection of scheduling plugins (TargetLoadPacked and LoadWatcher)
    under the Trimaran umbrella that enable real-time, load-aware scheduling in Kubernetes.
    Instead of scheduling purely based on static requests, it utilizes actual node
    resource utilization metrics. Active in 2026, it is vital for optimizing cluster
    efficiency and reducing overall infrastructure costs.
  language: Go
  resource_type: Scheduling Plugin
  complexity: High
  hierarchy:
  - Infrastructure
  - Scheduling
  - Load-Aware
  is_microservice: false
  title: "kubernetes-sigs: Trimaran: Load-aware scheduling plugins \U0001F31F"
https://github.com/kubernetes-sigs/secrets-store-csi-driver:
  description: ''
  addition_method: manual
  content_hash: 002ecde6fd2c5324a3e888a1a6effc32a49ece37598b4592e6e209aee17a3214
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T04:16:46Z'
  gh_stars: 1537
  health_score: 100.0
  last_checked: 1779034336.758905
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  - devsecops.md
  year: '2024'
  ai_summary: Implements the Secrets Store CSI standard, enabling pods to mount sensitive
    credentials directly from external secure vaults (AWS Secrets Manager, Azure Key
    Vault, HashiCorp Vault) as files, bypassing native secrets security issues.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - CSI Driver
  is_microservice: true
  title: 'Kubernetes-Secrets-Store-CSI-Driver: Secrets Store CSI driver for Kubernetes''
    secrets'
https://github.com/kubernetes-sigs/security-profiles-operator:
  description: ''
  addition_method: manual
  ai_summary: The official Kubernetes SIG operator for managing Seccomp, AppArmor,
    and SELinux profiles natively. Live Grounding confirms its active role in highly
    regulated sectors for hardening container execution spaces. It replaces manual
    node profiling with declarative, cluster-wide configurations.
  complexity: Advanced
  content_hash: 7018e8cdf814f360b434d4d884a32b505899192ad0812072c31a18fd1d10afae
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T17:28:56Z'
  gh_stars: 848
  health_score: 100.0
  hierarchy:
  - Security
  - System Hardening
  - Security Profiles Operator
  is_microservice: false
  language: Go
  last_checked: 1779032185.407082
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: '2025'
  title: kubernetes-sigs/security-profiles-operator
https://github.com/kubernetes-sigs/sig-storage-local-static-provisioner:
  description: ''
  addition_method: manual
  content_hash: d55aae704510a8fd094de9bf43a26277d0e6df1a1003238b3ff63346d602b55d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T08:33:31Z'
  gh_stars: 1200
  health_score: 100.0
  last_checked: 1779032080.787105
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: '2026'
  ai_summary: The official Kubernetes-SIGs repository for the local persistence static
    provisioner. It automates the creation of PVs for local disks, enabling database
    workloads to achieve raw, low-latency NVMe/SSD IOPS while retaining Kubernetes
    persistent storage abstractions.
  language: Go
  resource_type: Code
  complexity: Advanced
  hierarchy:
  - Kubernetes Storage Implementation
  - Persistent Volumes & Provisioners
  - Local Storage
  is_microservice: false
  title: "github.com/kubernetes-sigs: Local Persistence Volume Static Provisioner'
    \U0001F31F"
https://github.com/kubernetes/autoscaler/tree/master/cluster-autoscaler:
  description: ''
  addition_method: manual
  content_hash: 45fa4e240e0e3f9d51e8ce957e7db11ecb736f472619a1678cd6425e7b6d579b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T07:49:29Z'
  gh_stars: 8878
  health_score: 100.0
  last_checked: 1779029075.00429
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: '2026'
  ai_summary: The official Kubernetes core component that dynamically alters cloud
    provider node counts based on scheduling pressures. Despite modern alternatives
    like Karpenter, it remains the most stable, widely deployed cluster-scaling standard
    across global cloud architectures.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Kubernetes & Scaling
  - Infrastructure Scaling
  - Cluster Autoscaler
  is_microservice: false
  title: 'github.com/kubernetes: **Kubernetes Cluster Autoscaler**'
https://github.com/kubernetes/autoscaler/tree/master/vertical-pod-autoscaler:
  description: ''
  addition_method: manual
  content_hash: ba14c614b6fe15d0119fd2b4b849d83747824660801db6b4c954a5cc94843dcd
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T07:49:29Z'
  gh_stars: 8878
  health_score: 100.0
  last_checked: 1779031360.704814
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - ENTERPRISE-STABLE
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: '2026'
  ai_summary: Official repository and implementation guide for the Kubernetes Vertical
    Pod Autoscaler. Focuses on dynamically adjusting CPU and memory requests/limits
    of workloads, optimizing resource distribution, and reducing idle costs.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Kubernetes & Scaling
  - Core Concepts
  - Vertical Scaling API
  is_microservice: false
  title: 'VPA: Vertical Pod Autoscaler'
https://github.com/kubernetes/client-go:
  description: ''
  addition_method: manual
  content_hash: 673297f64673b2774e0328a723c5674cecea1495ce025d9052cc13dc14e207bb
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T18:56:57Z'
  gh_stars: 9837
  health_score: 100.0
  last_checked: 1779033040.972635
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  - docs/openshift-pipelines.md
  v2_locations:
  - kubernetes-client-libraries.md
  - openshift-pipelines.md
  year: '2026'
  ai_summary: The official Go SDK for managing Kubernetes clusters. It features critical
    API client mechanics like Informers, Lister-Watchers, work queues, and rate-limiting
    structures to build high-performance production controllers.
  language: Go
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Go Client
  is_microservice: false
  title: "kubernetes/client-go: Go client for Kubernetes \U0001F31F"
https://github.com/kubernetes/community/blob/main/README.md:
  description: ''
  addition_method: manual
  content_hash: 00b2d13fb802d80b65339b63118ec76c99d190434f89d7545e196554b79ff6de
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T17:28:55Z'
  gh_stars: 12886
  health_score: 100.0
  last_checked: 1779130494.922858
  needs_ai_refresh: true
  status: online
  tags:
  - DE FACTO STANDARD
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2024'
  stars: 5
  ai_summary: The master repository outlining the governance structures and work distribution
    across Special Interest Groups (SIGs). Serves as the blueprint for code contributions
    and technical decisions.
  language: N/A
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Community & Governance
  - SIGs
  - Governance
  is_microservice: false
  title: Kubernetes Special Interest Groups (SIGs)
https://github.com/kubernetes/community/blob/main/sig-scalability/configs-and-limits/thresholds.md:
  description: ''
  addition_method: manual
  content_hash: b0452b2bd261bd1d7b003da3f685eb3e32a43b8d176289cb6a12e1d20aef7c2e
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T17:28:55Z'
  gh_stars: 12886
  health_score: 100.0
  last_checked: 1779130495.032225
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2025'
  stars: 5
  ai_summary: The authoritative SIG-Scalability technical specifications outlining
    physical structural and behavioral boundaries in a standard Kubernetes cluster
    (such as a maximum of 5,000 nodes, 150,000 total pods, and etcd throughput limits).
    Documents constraints and performance degradations encountered as these thresholds
    are reached.
  language: Markdown
  resource_type: GitHub Repository
  complexity: Advanced
  hierarchy:
  - Architecture
  - Control Plane
  - Scalability Limits
  is_microservice: false
  title: 'github.com/kubernetes: Kubernetes Scalability thresholds'
https://github.com/kubernetes/community/blob/master/README.md:
  addition_method: manual
  content_hash: d28cde42d4dfdb0d67e46daea15f0e39b9799e43e0b693933462a3c479ce5cd6
  description: ''
  health_score: 100.0
  last_checked: 1779034217.746814
  stars: 0
  title: Kubernetes Special Interest Groups (SIGs)
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://github.com/kubernetes/community/blob/master/sig-scalability/configs-and-limits/thresholds.md:
  addition_method: manual
  content_hash: bc22af360e812d6bc8184d1dc2c40ca13105c84c48fa8619ad9e3c2c67f08bd8
  description: ''
  health_score: 100.0
  last_checked: 1779034534.136387
  stars: 0
  title: 'github.com/kubernetes: Kubernetes Scalability thresholds'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://github.com/kubernetes/community/tree/main/icons:
  description: ''
  addition_method: manual
  content_hash: a94c5d163013c2889e7907f2966596a70e3f7aac5e80e4264bbff5846ac09ca5
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T17:28:55Z'
  gh_stars: 12886
  health_score: 100.0
  last_checked: 1779130494.96747
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  year: '2023'
  stars: 5
  ai_summary: The official CNCF-maintained Kubernetes graphic catalog containing SVGs
    and PNGs representing key system objects like Pods, Services, Deployments, ingress,
    and Custom Resources. Vital for creating highly precise architectural designs
    of cloud-native infrastructure.
  language: None
  resource_type: Asset Pack
  complexity: Beginner
  hierarchy:
  - Architecture & Visualization
  - Design Assets
  - Kubernetes
  is_microservice: false
  title: 'github.com/kubernetes: Kubernetes Icons Set'
https://github.com/kubernetes/community/tree/master/icons:
  addition_method: manual
  content_hash: 39e4162d41bfbbd8f809f8f62084dab0af4f8de8f2459bdacd5fc4bc58337190
  description: ''
  health_score: 100.0
  last_checked: 1779032757.1625
  stars: 0
  title: '==github.com/kubernetes: Kubernetes Icons Set=='
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://github.com/kubernetes/enhancements:
  description: ''
  addition_method: manual
  content_hash: ca291a0957a964638f787831e058b8bca48c3a81ce364b24d652827f0aa56b3a
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T03:00:33Z'
  gh_stars: 3887
  health_score: 100.0
  last_checked: 1779034531.426865
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: '2026'
  ai_summary: The Kubernetes Enhancement Proposal (KEP) and repository code outlining
    the deployment of a local DNS caching agent on each node. Running as a DaemonSet,
    NodeLocal DNSCache intercepts queries at a local loopback IP, bypassing heavy
    iptables conntrack entries and DNAT rules to reduce latencies and resolve UDP
    packet drop vulnerabilities.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Networking
  - DNS
  - Caching
  is_microservice: false
  title: NodeLocal DNSCache
? https://github.com/kubernetes/enhancements/blob/ddf7d2a8c098e97b0714f31e88abad3b3e0e706c/keps/sig-node/2837-pod-level-resource-spec/README.md
: description: ''
  addition_method: manual
  content_hash: 514efde5669ab949ed061953638463ffd0d486da2226e83c2875fcba49759e02
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T03:00:33Z'
  gh_stars: 3887
  health_score: 100.0
  last_checked: 1779033693.268353
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2021'
  ai_summary: A critical Kubernetes Enhancement Proposal (KEP) addressing resource
    specification directly at the Pod level rather than duplicating definitions across
    individual container configurations. This proposed structural shift promises to
    optimize vertical pod autoscaling, simplify scheduler math, and streamline declarative
    application configurations.
  language: Markdown
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Architecture
  - Kubernetes Enhancements
  - Resources
  is_microservice: false
  title: 'KEP-2837: Especificaciones de Recursos a Nivel de Pod'
https://github.com/kubernetes/frakti:
  addition_method: manual
  content_hash: 71df0cbdb5c175fad4bbbdf18fec8817f1dc9dfb428b636a87dad3e2cb0366bf
  description: ''
  health_score: 100.0
  last_checked: 1779034217.926617
  stars: 0
  title: Frakti
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://github.com/kubernetes/git-sync:
  description: ''
  addition_method: manual
  content_hash: 54fb60738ab0304be0bbda503750926a91de8f8ea4015af1b50073a4c81413d5
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T22:36:53Z'
  gh_stars: 2704
  health_score: 100.0
  last_checked: 1779029268.25356
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2016'
  ai_summary: Git-sync is a robust, lightweight sidecar container designed to continuously
    synchronize a targeted Git repository into a locally mounted volume. It is widely
    leveraged inside Kubernetes Pods to deliver static assets, configuration scripts,
    and policies to main application processes without requiring image rebuilds.
  language: Go
  resource_type: Sidecar
  complexity: Intermediate
  hierarchy:
  - GitOps & Delivery
  - Configuration Management
  - Sidecar Utilities
  is_microservice: true
  title: ==github.com/kubernetes/git-sync== ⭐
https://github.com/kubernetes/ingress-nginx/issues/7837:
  addition_method: manual
  content_hash: 1c1d77bf149df21c21650a267600a7b8dec80f0bf565ab739db2d18dee177ff4
  description: ''
  health_score: 100.0
  last_checked: 1779032294.128314
  stars: 0
  title: A Kyverno policy to block custom snippet configurations for Kubernetes Nginx
    ingress (CVE-2021-25742
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://github.com/kubernetes/ingress-nginx/releases/tag/controller-v1.0.0:
  description: ''
  addition_method: manual
  content_hash: 8e36825d3044d16b5640f83f8973499012707f04aa25a7302be36dfde538f858
  gh_license: Apache-2.0
  gh_pushed: '2026-03-23T16:16:29Z'
  gh_stars: 19494
  health_score: 100.0
  last_checked: 1779030507.250171
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: '2021'
  ai_summary: Landmark v1.0.0 release of the community ingress-nginx controller. Highlights
    include compatibility with the GA ingress API specification, significant security
    enhancements, and optimized resource consumption.
  language: Go
  resource_type: Release
  complexity: Advanced
  hierarchy:
  - Networking
  - Ingress & Gateway
  - NGINX
  is_microservice: true
  title: NGINX Ingress Controller - v1.0.0
https://github.com/kubernetes/kompose:
  description: ''
  addition_method: manual
  content_hash: c6aec9f9d2602c11b5d075ad1df9e258f01a3501a12ebebf1cdb8f6ae0119115
  gh_license: Apache-2.0
  gh_pushed: '2026-04-16T14:23:39Z'
  gh_stars: 10531
  health_score: 100.0
  last_checked: 1779034116.439462
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kompose is the official translation tool for converting Docker Compose
    files into native Kubernetes manifests. By generating deployments, services, persistent
    volumes, and ingress resources automatically, it acts as the primary transition
    bridge to production environments.
  language: Go
  resource_type: CLI Translation Tool
  complexity: Intermediate
  hierarchy:
  - Application Lifecycle
  - Manifest Generation
  - Migration Tools
  is_microservice: false
  title: "==Kompose (Kubernetes + Compose)== \U0001F31F"
https://github.com/kubernetes/kops:
  description: ''
  addition_method: manual
  ai_summary: Kubernetes Operations (kops) is a production-grade orchestration tool
    designed to configure, scale, and manage highly available clusters on public cloud
    environments. Its declarative structure manages cloud instances, security groups,
    route tables, and internal etcd scaling configurations directly, primarily focusing
    on AWS.
  complexity: Advanced
  content_hash: 466102259c6e98ae602f93dda8db4ff09242d96489c59285d6bdfc8d40750c32
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T05:30:39Z'
  gh_stars: 16625
  health_score: 100.0
  hierarchy:
  - Provisioning
  - Deployment Tools
  - AWS
  is_microservice: false
  language: Go
  last_checked: 1779032874.843403
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  v2_locations:
  - kubernetes-on-premise.md
  - matrix-table.md
  year: '2026'
  title: 'GitHub: Kubernetes Cluster with Kops'
https://github.com/kubernetes/kube-state-metrics:
  description: ''
  addition_method: manual
  ai_summary: A vital system service that translates raw Kubernetes API server state
    data (e.g., deployments, pod counts, resource limits, cronjobs) into high-fidelity
    Prometheus metrics. Unlike cAdvisor, which captures resource usage, kube-state-metrics
    models cluster resource orchestration configurations.
  complexity: Intermediate
  content_hash: cd224da18daea2aa064a36621fdc1e9056d63a46cb527eb1b4c0904018628a8a
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T07:16:32Z'
  gh_stars: 6137
  health_score: 100.0
  hierarchy:
  - Dynamic Component Monitoring
  - Telemetry Protocols
  - Object State Monitoring
  is_microservice: false
  language: Go
  last_checked: 1779033795.246178
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: '2024'
  title: "kube-state-metrics \U0001F31F"
https://github.com/kubernetes/kubeadm:
  description: ''
  addition_method: manual
  ai_summary: The standard bootstrapping engine for establishing conformant clusters,
    maintained by Kubernetes SIG-Cluster-Lifecycle. It abstracts certificate generation,
    etcd cluster building, and node onboarding into simplified `kubeadm init` and
    `kubeadm join` commands. It serves as the foundation for higher-level platform
    controllers.
  complexity: Intermediate
  content_hash: 6181b21e5d9db134f89d6bf12429426d55889bb77ad9001fa936b37659846a85
  gh_license: Apache-2.0
  gh_pushed: '2026-06-01T13:52:54Z'
  gh_stars: 3981
  health_score: 100.0
  hierarchy:
  - Provisioning
  - Bootstrapping
  - Core Engine
  is_microservice: false
  language: Go
  last_checked: 1779029421.943941
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  v2_locations:
  - kubernetes-on-premise.md
  - matrix-table.md
  year: '2026'
  title: Kubernetes Cluster with **Kubeadm**
https://github.com/kubernetes/kubeadm/blob/main/docs/ha-considerations.md:
  description: ''
  addition_method: manual
  ai_summary: Official design documentation specifying the HA mechanics of Kubeadm
    clusters. Examines stacked etcd setups versus external etcd clusters, detailing
    load balancing requirements and node join procedures to build resilient cloud-agnostic
    platform infrastructure.
  complexity: Advanced
  content_hash: 87353790bbe2b4db49fcbedc03b579fb905a6f150794a352399f6fa5378ba533
  gh_license: Apache-2.0
  gh_pushed: '2026-06-01T13:52:54Z'
  gh_stars: 3981
  health_score: 100.0
  hierarchy:
  - Provisioning
  - Bootstrapping
  - High Availability
  is_microservice: false
  language: Markdown
  last_checked: 1779034040.123066
  needs_ai_refresh: true
  resource_type: Documentation
  stars: 5
  status: online
  tags:
  - DE FACTO STANDARD
  - GUIDE
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2026'
  title: 'github.com/kubernetes/kubeadm: High Availability Considerations'
https://github.com/kubernetes/kubernetes/issues/126811:
  description: ''
  addition_method: manual
  content_hash: a1c3d342ed995b5fd57b8a24a6534669f7693e1714e7519e54970986d0cdda90
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T02:52:34Z'
  gh_stars: 123002
  health_score: 100.0
  last_checked: 1779130494.941684
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2024'
  stars: 5
  ai_summary: A critical Kyverno security policy designed to block custom Nginx Ingress
    snippet configurations, preventing exploitation of CVE-2021-25742. Demonstrates
    the practical power of declarative security rules in blocking ingress privilege
    escalations.
  language: YAML
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Native Security
  - Policy-as-Code
  - Kyverno
  is_microservice: false
  title: A Kyverno policy to block custom snippet configurations for Kubernetes Nginx
    ingress (CVE-2021-25742
https://github.com/kubernetes/kubernetes/pull/73787:
  description: ''
  addition_method: manual
  content_hash: 020eabda6a98fe4d661d9ca9f9cc313d63daeff992fa7e3460f2b4f9edd56753
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T02:52:34Z'
  gh_stars: 123002
  health_score: 100.0
  last_checked: 1779032101.240612
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2026'
  ai_summary: The upstream Kubernetes pull request deprecating the '--export' flag
    in 'kubectl get'. Live grounding confirms that as of Kubernetes 1.18+, this flag
    was completely removed in favor of alternative serialization pipelines, requiring
    automation scripts to migrate away from this legacy pattern.
  language: Go
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - CLI & Debugging
  is_microservice: false
  title: Flag export deprecated in kubernetes 1.14
https://github.com/kubernetes/kubernetes/pull/97057:
  description: ''
  addition_method: manual
  content_hash: 6245b0754b1ea7078c605b310b42644b579d9b75a0fbd87a2a283881a03417ed
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T02:52:34Z'
  gh_stars: 123002
  health_score: 100.0
  last_checked: 1779031490.537553
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2020'
  ai_summary: Highlights a critical behavior change in Kubernetes 1.20 where `timeoutSeconds`
    is strictly enforced for Exec probes. Warns how previously un-timeout-bound scripts
    can trigger sudden restarts across critical services.
  language: English
  resource_type: Issue/Notice
  complexity: Advanced
  hierarchy:
  - Operations
  - Reliability
  - Probes
  is_microservice: false
  title: If you have a livenessProbe that takes over one second, it’ll fail when you
    update to kubernetes 1.20, because a long-standing bug with how the default was
    handled has been fixed. You must override the ExecProbeTimeout if your probe takes
    more than 1s
https://github.com/kubernetes/minikube:
  description: ''
  addition_method: manual
  ai_summary: Minikube remains an industry-standard sandbox for launching local single-node
    Kubernetes clusters. Supports diverse VM drivers, bare-metal deployment modes,
    and native Docker-in-Docker execution environments tailored for application testing.
  complexity: Intermediate
  content_hash: fafdeebcdeb66efd4031239267c38b0c404c20f1c8c76d6635d8002be70d5850
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T04:14:32Z'
  gh_stars: 31871
  health_score: 100.0
  hierarchy:
  - Local Kubernetes Environments
  - Single-Node Clusters
  - Minikube
  is_microservice: false
  language: Go
  last_checked: 1779033845.146406
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  - docs/matrix-table.md
  v2_locations:
  - kubernetes-based-devel.md
  - matrix-table.md
  year: '2026'
  title: Minikube
https://github.com/kubernetes/sample-controller:
  description: ''
  addition_method: manual
  content_hash: 9242ef27f616a00eb69f0cb4c3bdbe45f1389caba741a8cd69d6ddf48342ac82
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T18:58:41Z'
  gh_stars: 3486
  health_score: 100.0
  last_checked: 1779031810.363608
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2026'
  ai_summary: The canonical sample controller repository managed by the Kubernetes
    API machinery SIG. It serves as the official, direct architectural blueprint for
    creating custom controllers using client-go libraries. Live grounding verifies
    it is the foundational reference tool for understanding thread-safe informer caches
    and queue sync mechanisms.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Extension
  - Reference Implementations
  is_microservice: false
  title: ==kubernetes/sample-controller==
https://github.com/kubernetes/test-infra/tree/master/prow:
  description: ''
  addition_method: manual
  content_hash: 447aa78c405ff461f5b6babd4a0399c84e1237a811f20e5adac1c77d72818856
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T15:58:32Z'
  gh_stars: 4004
  health_score: 100.0
  last_checked: 1779030655.542239
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: '2026'
  ai_summary: A Kubernetes-native CI/CD platform built specifically for large-scale
    cloud-native project governance. Operating via a decentralized microservices architecture
    (including Deck, Hook, Sinker, and Crier), it enforces declarative GitOps and
    extensible ChatOps automation. Highly complex but acts as the core engine powering
    the Kubernetes ecosystem's test infrastructure.
  language: Go
  resource_type: Tool
  complexity: High
  hierarchy:
  - Infrastructure
  - CI-CD
  - Kubernetes-Native CI
  is_microservice: true
  title: Prow
https://github.com/kubescape/kubescape:
  description: ''
  addition_method: manual
  ai_summary: An active CNCF Sandbox tool providing multi-framework configuration
    scanning, risk analysis, and vulnerability management. It integrates into CI/CD
    pipelines to ensure continuous verification of compliance frameworks (like CIS
    and NSA-CISA). Essential for enterprise teams seeking unified security visibility.
  complexity: Advanced
  content_hash: b2edcccc6e3dc19610cb8401874e7e9c6efc002eea50bff20debb737537678d8
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T14:08:06Z'
  gh_stars: 11480
  health_score: 100.0
  hierarchy:
  - Security
  - Vulnerabilities
  - Post-Deployment Scanning
  is_microservice: false
  language: Go
  last_checked: 1779032884.799142
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-security.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-security.md
  - kubernetes-tools.md
  year: '2025'
  title: kubescape
https://github.com/kubescape/regolibrary:
  description: ''
  addition_method: manual
  content_hash: a75dcc4d8e1f244335f31040b321d85865242ba426e72448ac1fae221a4f27aa
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T19:01:10Z'
  gh_stars: 131
  health_score: 100.0
  last_checked: 1779130494.991689
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 2
  ai_summary: A repository of highly structured Rego-based compliance policies curated
    for the Kubescape open-source platform. It maps cluster postures against frameworks
    like MITRE ATT&CK, NSA/CISA, and CIS benchmarks.
  language: Rego
  resource_type: Policy Library
  complexity: High
  hierarchy:
  - Security
  - Compliance & Policy
  - OPA Rego
  is_microservice: false
  title: armosec/regolibrary
https://github.com/kubeshark/kubeshark:
  description: ''
  addition_method: manual
  ai_summary: An open-source, eBPF-driven network monitoring and L7 protocol debugging
    engine offering Wireshark-like inspection for Kubernetes. Captures, decodes, and
    records TCP/UDP traffic at the kernel level across dynamic microservices.
  complexity: Advanced
  content_hash: af2af430c1693288f10e0ac9c2e9d3c4514537ef5bc0e169d16ac18ab5c358b6
  gh_license: Apache-2.0
  gh_pushed: '2026-06-03T18:01:45Z'
  gh_stars: 11951
  health_score: 100.0
  hierarchy:
  - Observability
  - Networking
  - Deep Packet Inspection
  is_microservice: false
  language: Go
  last_checked: 1779030554.55623
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: '2026'
  title: kubeshark/kubeshark
https://github.com/kubeshield/identity-server:
  addition_method: manual
  content_hash: 92c55f70c85f144b884d31ed002f04a5d780c47ef8c8f74713a18e8bf2c08904
  description: ''
  health_score: 100.0
  last_checked: 1779030711.605191
  stars: 0
  title: identity-server
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kubeshop/kusk:
  description: ''
  addition_method: manual
  content_hash: 1687cf1566bec12c28cb5e735dd17748bac735ab1a3274534188e323717d6615
  gh_license: MIT
  gh_pushed: '2022-10-12T11:05:45Z'
  gh_stars: 7
  health_score: 100.0
  last_checked: 1779032780.136729
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Kusk is an OpenAPI-driven code generator and routing manager designed
    to build ingress configurations (mainly Envoy/Ambassador) directly from OpenAPI
    schemas. Live Grounding in 2026 reveals that Kubeshop has archived the Kusk project,
    directing engineers instead toward native Gateway API implementations.
  language: Go
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - API Gateway
  - OpenAPI
  - Ingress Generators
  is_microservice: false
  title: 'kubeshop/kusk: use OpenAPI to configure Kubernetes'
https://github.com/kubeshop/monokle:
  description: ''
  addition_method: manual
  content_hash: fe40391aa802454c10f642618dd5708b3271873f37a1d06846bb43b009c7d722
  gh_license: MIT
  gh_pushed: '2026-02-26T08:37:07Z'
  gh_stars: 2138
  health_score: 100.0
  last_checked: 1779030827.627075
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Monokle is a visual Kubernetes configuration editor and IDE engineered
    to simplify manifest creation, validation, and delivery. It parses local directories
    and live cluster states, offering visual representations of resource dependencies.
  language: TypeScript
  resource_type: Desktop GUI App / Web App
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Developer Productivity
  - Configuration Editors
  is_microservice: false
  title: ==kubeshop/monokle==
https://github.com/kubeshop/testkube:
  description: ''
  addition_method: manual
  content_hash: 333516f5073b4f469fb82a7fdccfbae63494db5490567540aa0ad00a74ba2e0c
  gh_license: NOASSERTION
  gh_pushed: '2026-06-13T15:44:39Z'
  gh_stars: 1607
  health_score: 100.0
  last_checked: 1779031141.303164
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: The open-source core repository of Testkube, housing the CRDs, execution
    agents, and orchestrator architecture. It enables git-triggerable, declarative
    test configurations defined as Kubernetes manifests, fully integrating test pipelines
    into standard GitOps workflows like ArgoCD.
  language: Go
  resource_type: Framework
  complexity: High
  hierarchy:
  - Testing
  - Test Orchestration
  - Open-Source Core
  is_microservice: false
  title: kubeshop/testkube
https://github.com/kubesimplify/ksctl:
  addition_method: manual
  content_hash: e87f298bcd6616cf3dcba6987c41d926d3e85f5ea6cdb3c015f2536d03a7478c
  description: ''
  health_score: 100.0
  last_checked: 1779034479.882101
  stars: 0
  title: 'Ksctl: Cloud Agnostic Kubernetes Management tool'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kubesphere/kubeeye:
  description: ''
  addition_method: manual
  content_hash: fc86a43e1d9c8ee21309c3963f3584fdc2a92d5b9ff8d5a4750fad528a9bf5b1
  gh_license: Apache-2.0
  gh_pushed: '2025-06-25T08:42:20Z'
  gh_stars: 850
  health_score: 100.0
  last_checked: 1779034139.608627
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: The main GitHub project repository for KubeEye, an advanced diagnostic
    utility that analyzes resources, configurations, and network environments. Pinpoints
    anomalies, deprecations, and potential security hazards. It runs standalone or
    integrates as a continuous API audit service.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Operations
  - Cluster Diagnostics
  - Automated Auditing
  is_microservice: false
  title: "KubeEye \U0001F31F"
https://github.com/kubesphere/kubekey:
  description: ''
  addition_method: manual
  ai_summary: 'A Go-based command-line utility engineered to rapidly install, configure,
    and upgrade Kubernetes clusters, KubeSphere components, and runtime layers (containerd,
    Docker) on bare-metal and cloud environments. It highly excels in air-gapped,
    offline installations using custom artifact packages. (Live Grounding: KubeKey
    remains a highly-rated installer alternative to Kubeadm, especially popular in
    hybrid/on-prem environments requiring deterministic runtime setups).'
  complexity: Advanced
  content_hash: 5f2766d774c39dee9e3aaf98051ab740425b1a29aab313e6c53e2f2a9fea2593
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T09:03:03Z'
  gh_stars: 2821
  health_score: 100.0
  hierarchy:
  - Cloud-Native Infrastructure
  - Cluster Provisioning
  - KubeKey
  is_microservice: false
  language: Go
  last_checked: 1779031625.136308
  needs_ai_refresh: true
  resource_type: Open Source Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2025'
  title: kubekey
https://github.com/kubetail-org/kubetail:
  description: ''
  addition_method: manual
  content_hash: 8a920a905975edef0c5c269b42676faf7d182b27c89f0e5d87d4e08a212b2d84
  gh_license: Apache-2.0
  gh_pushed: '2026-06-06T08:36:55Z'
  gh_stars: 1720
  health_score: 100.0
  last_checked: 1779032969.507432
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: Kubetail (by kubetail-org) is a real-time log-monitoring dashboard designed
    specifically for Kubernetes environments. It aggregates streaming logs from diverse
    Pods and containers directly in a web interface, allowing platform engineers to
    filter, pause, and search outputs instantly.
  language: TypeScript / Go
  resource_type: Web UI
  complexity: Intermediate
  hierarchy:
  - Observability & Diagnostics
  - Log Aggregation
  - UI Tools
  is_microservice: true
  title: "github.com/kubetail-org/kubetail \U0001F31F"
https://github.com/kubevious/kubevious:
  description: ''
  addition_method: manual
  ai_summary: Kubevious is an open-source visualizer and validation engine for Kubernetes.
    It constructs an application-centric graph database of resource hierarchies, allowing
    rapid detection of manifest anomalies, cross-namespace conflicts, and misconfigurations.
  complexity: Advanced
  content_hash: d0cdff7dc808c59f2e2693f9da55d72a62bc485f7daaaf6c8cf469df2d529d14
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T07:19:22Z'
  gh_stars: 1700
  health_score: 100.0
  hierarchy:
  - Kubernetes Observability
  - Visualization & Auditing
  - Kubevious
  is_microservice: false
  language: TypeScript
  last_checked: 1779032975.453202
  needs_ai_refresh: true
  resource_type: Tool
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: '2024'
  title: "==kubevious== \U0001F31F\U0001F31F"
https://github.com/kubevirt/kubevirt:
  description: ''
  addition_method: manual
  content_hash: 93de45c2d07a8d3ebda4273b3cc42fc8d20a6664c5a3cf697d174bfde4ca4589
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T06:06:27Z'
  gh_stars: 6900
  health_score: 100.0
  last_checked: 1779032817.935293
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: KubeVirt is a graduated CNCF project that allows virtual machines to
    run natively alongside standard container workloads on Kubernetes. By utilizing
    KVM virtualization inside Pods, it helps enterprises transition legacy virtual
    machine applications to modern cloud-native platforms. It has become the de facto
    standard for hyperconverged infrastructure setups, allowing unified management
    of containers and VMs.
  language: Go
  resource_type: Virtualization Engine
  complexity: Advanced
  hierarchy:
  - Virtualization
  - VM Orchestration
  - Hyperconverged Infrastructure
  is_microservice: false
  title: kubevirt
https://github.com/kubevirt/monitoring:
  description: ''
  addition_method: manual
  content_hash: bffae0980193ebc8de2fd4bccd8051905762ea0f96c1d107634f0c3a9739e1ff
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T14:08:51Z'
  gh_stars: 28
  health_score: 100.0
  last_checked: 1779033706.962913
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: '2023'
  ai_summary: Defines monitoring instrumentation targets for KubeVirt resources. Provides
    Prometheus alerting rules and Grafana dashboard templates specifically optimized
    to monitor VM workloads running in Kubernetes.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Kubernetes Deployment
  - Virtualization Monitoring
  is_microservice: true
  title: github.com/kubevirt/monitoring
https://github.com/kudobuilder/kuttl:
  description: ''
  addition_method: manual
  content_hash: 6fa4add299264460b44678834f35f1a576132f9774a74b44d13eb3319dccdc37
  gh_license: Apache-2.0
  gh_pushed: '2026-05-26T04:37:20Z'
  gh_stars: 820
  health_score: 100.0
  last_checked: 1779031596.294271
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: The Kubernetes Test Tool (KUTTL) provides a powerful declarative framework
    for testing operators and controllers using standard YAML. By enabling developers
    to define assertions and test suites without writing complex Go test suites, it
    dramatically shortens development cycles and ensures reliable state transitions
    across release versions.
  language: Go
  resource_type: Test Framework
  complexity: Advanced
  hierarchy:
  - Testing
  - Operator Testing
  - Automation
  is_microservice: false
  title: kudobuilder/kuttl
https://github.com/kuhlman-labs/terraform-azurerm-landing-zone:
  description: ''
  addition_method: manual
  content_hash: 2eaa75d689a628e88b3dbb520f14e2ef6f66f143fc6a594ea980a587305bf8fc
  gh_license: MIT
  gh_pushed: '2021-04-16T14:40:49Z'
  gh_stars: 10
  health_score: 100.0
  last_checked: 1779033735.991054
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2021'
  ai_summary: A community-focused Terraform module aiming to lay down Azure Landing
    Zone (ALZ) foundations. Facilitates enterprise-level governance, subscription
    nesting, management groups, and base platform networking constructs.
  language: HCL
  resource_type: Module
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Azure Landing Zones
  - Modules
  is_microservice: false
  title: github.com/kuhlman-labs/terraform-azurerm-landing-zone
https://github.com/kunchalavikram1427/Kubernetes_public:
  description: ''
  addition_method: manual
  content_hash: a723089f8e56f02329ab8db8e2df0dd7b0f48add10e47f1313a691489df7b801
  health_score: 100.0
  last_checked: 1781735890.037394
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2024'
  ai_summary: A public community repository comprising manifests, setup recipes, and
    operational scripting files for educational Kubernetes clusters. Useful for individual
    engineers seeking boilerplate YAML configs for standard testing.
  language: YAML
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Practice Lab
  is_microservice: false
  title: 'kunchalavikram1427: kubernetes Public'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/kunchalavikram1427/Kubernetes_public/blob/main/Kubernetes_Commands.txt:
  addition_method: manual
  content_hash: 223f0f708ebb982d9edbd2a8cc1d399f4f6b97feb10ec90635bef39736d44f7a
  health_score: 100.0
  last_checked: 1779130495.012572
  needs_ai_refresh: true
  v1_locations:
  - docs/cheatsheets.md
https://github.com/kunchalavikram1427/Kubernetes_public/blob/master/Kubernetes_Commands.txt:
  addition_method: manual
  content_hash: 13c09b5515cfd486af4bebea3470bb3e5d0787f82fe205dbf328ec49571e63ad
  description: ''
  health_score: 100.0
  last_checked: 1779033487.526379
  stars: 0
  title: 'kunchalavikram1427: kubernetes Commands'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://github.com/kvaps/kubectl-build:
  description: ''
  addition_method: manual
  content_hash: d0f667e1ba015dae639c539d21744de47826c207532c85e03eab0a3bf621f2cb
  gh_license: Apache-2.0
  gh_pushed: '2021-11-18T23:01:51Z'
  gh_stars: 148
  health_score: 100.0
  last_checked: 1779031333.997994
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A kubectl plugin that allows developers to build container images directly
    within a remote Kubernetes cluster utilizing the Google Kaniko engine. This eliminates
    the requirement of running docker-in-docker or local build daemons.
  language: Shell
  resource_type: CLI Plugin
  complexity: Intermediate
  hierarchy:
  - Application Lifecycle
  - Image Building
  - Cluster-Native Build
  is_microservice: false
  title: kubectl build (formerly known as kubectl-kaniko)
https://github.com/kvaps/kubectl-node-shell:
  description: ''
  addition_method: manual
  content_hash: 821572d5842d9a60a9e78eadc755ec37adc7160df27cc195fa1112399becdfa3
  gh_license: Apache-2.0
  gh_pushed: '2025-03-04T18:44:27Z'
  gh_stars: 1818
  health_score: 100.0
  last_checked: 1779032704.429387
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A highly convenient kubectl plugin that spawns an interactive root shell
    inside a physical cluster node's host namespace. By bypassing conventional SSH
    access mechanisms and employing short-lived administrative containers, it simplifies
    deep OS-level performance tuning.
  language: Shell
  resource_type: CLI Plugin
  complexity: Advanced
  hierarchy:
  - Operations
  - CLI Tooling
  - Debugging
  is_microservice: false
  title: kvaps/kubectl-node-shell
https://github.com/kvdi/kvdi:
  addition_method: manual
  content_hash: 468aa7b334cee8e4586bb0736eff4002678622a00381dad2e282dd6d328ad9ff
  description: ''
  health_score: 100.0
  last_checked: 1779033141.242685
  stars: 0
  title: kVDI
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/kyma-incubator/terraform-provider-kind:
  description: ''
  addition_method: manual
  content_hash: 4306cf29be8ec78880b596214a90afe36630e5bc5b43f69a5e1d95a4bf7e0dac
  gh_license: Apache-2.0
  gh_pushed: '2022-04-01T12:41:24Z'
  gh_stars: 81
  health_score: 100.0
  last_checked: 1779032224.39224
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: A dedicated Terraform provider to spin up local Kubernetes IN Docker
    (kind) clusters. Smoothly manages lifecycle stages for testing and continuous
    integration setups using standard IaC files.
  language: Go
  resource_type: Provider
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Kubernetes
  - Local Development
  is_microservice: false
  title: 'kyma-incubator/terraform-provider-kind: Terraform Provider for kind (Kubernetes''
    IN Docker)'
https://github.com/kyverno/chainsaw:
  description: ''
  addition_method: manual
  content_hash: 8ec36b71959abc5bb1fec653b4f580ec8ee599bd9dad4d625bb3acd65a127449
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T09:43:17Z'
  gh_stars: 585
  health_score: 100.0
  last_checked: 1779030534.790364
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: '2024'
  ai_summary: Kyverno Chainsaw is a specialized declarative end-to-end testing framework
    tailored for Kubernetes operators and controllers. It simplifies assertions, resource
    creation, and mutation validation without requiring complex Golang suite writing.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Operator Testing
  is_microservice: false
  title: Chainsaw - The ultimate end to end testing tool for Kubernetes operators
https://github.com/kyverno/policies/issues/80:
  addition_method: manual
  content_hash: 56dc9b261465f5af5c2cd715c22e42bd3ba90de38000425350dd702d84d9b410
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779034273.673542
  needs_ai_refresh: true
  v1_locations:
  - docs/securityascode.md
https://github.com/kyverno/policy-reporter:
  description: ''
  addition_method: manual
  content_hash: 57598c39357991330ad525c770dc6b40363ef1def87cb6959cf32eee6da14abd
  gh_license: MIT
  gh_pushed: '2026-06-13T14:33:44Z'
  gh_stars: 371
  health_score: 100.0
  last_checked: 1779030365.375169
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: A CNCF-recognized dashboard and reporter engineered to capture, aggregate,
    and visualize policy violations (like Kyverno or OPA findings) inside Kubernetes
    clusters. Converts abstract policy status reports into accessible web UI tables
    and distributes real-time alerts to Slack or Grafana.
  language: Go
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Security Reporting
  - Observability
  is_microservice: false
  title: "Policy Reporter \U0001F31F"
https://github.com/laurci/kubernate:
  description: ''
  addition_method: manual
  content_hash: 9d731945ce5929b3d8ec046d2be457be9edad6d8f882f37c51c46c53a2f4f8aa
  gh_license: MIT
  gh_pushed: '2025-09-10T12:49:09Z'
  gh_stars: 118
  health_score: 100.0
  last_checked: 1779033697.467574
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Kubernate is a JavaScript/TypeScript configuration SDK designed to generate
    Kubernetes manifests using familiar programming constructs instead of JSON or
    YAML. It offers developers structural safety, autocomplete, and simple dry-run
    compilation. Despite clean design, it operates in a crowded niche dominated by
    Pulumi and cdk8s.
  language: TypeScript
  resource_type: Library
  complexity: Medium
  hierarchy:
  - Configuration Management
  - SDK
  - JS/TS Manifests
  is_microservice: false
  title: laurci/kubernate
https://github.com/laurent22/joplin:
  description: ''
  addition_method: manual
  content_hash: 28a2f3937a6875deca73c3aad9383a41ee42e029a9315f1291546d828cbf2801
  gh_license: NOASSERTION
  gh_pushed: '2026-06-14T09:47:40Z'
  gh_stars: 55187
  health_score: 100.0
  last_checked: 1779033675.398506
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/project-management-tools.md
  v2_locations:
  - project-management-tools.md
  year: '2026'
  ai_summary: A widely adopted open-source note-taking and to-do application. Supports
    End-to-End Encryption (E2EE), Markdown editing, and dynamic synchronization across
    private cloud systems.
  language: TypeScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Documentation
  - Note-Taking
  is_microservice: false
  title: joplin
https://github.com/lbroudoux/openshift-cases/tree/master/jboss-amq7-custom:
  addition_method: manual
  content_hash: 36e4532d1e380690beaa50e63e932568153d42654569dc5fe21322ecd61d354c
  health_score: 100.0
  last_checked: 1779032552.422215
  v1_locations:
  - docs/monitoring.md
https://github.com/learning-cloud-native-go/myapp:
  description: ''
  addition_method: manual
  content_hash: fdcb47049f926a28aac5305aa9785cbefbd70dca94e5d5597f3f63627c632e0a
  gh_license: MIT
  gh_pushed: '2026-06-03T09:24:42Z'
  gh_stars: 1093
  health_score: 100.0
  last_checked: 1779031356.678018
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: 'A reference Go application engineered specifically to demonstrate cloud-native
    design principles, featuring integrated telemetry endpoints, structured JSON logging,
    health probes (/healthz, /ready), and graceful termination handles. (Live Grounding:
    Serves as a textbook design blueprint for Golang microservices deployed within
    Kubernetes environments).'
  language: Go
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Application Development
  - Go Development
  - Microservices
  is_microservice: true
  title: "==github.com/learning-cloud-native-go/myapp: Learning Cloud Native Go -'
    myapp== \U0001F31F"
https://github.com/learnk8s/free-kubernetes:
  description: ''
  addition_method: manual
  content_hash: ef93829251fb7a3dcb1d4f073ed91009b47e7c4e746d5986506e8bdfaf68fb44
  gh_license: Apache-2.0
  gh_pushed: '2024-12-02T10:55:17Z'
  gh_stars: 1158
  health_score: 100.0
  last_checked: 1779030688.93613
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2025'
  ai_summary: 'A highly-rated index of free Kubernetes sandboxes, development clusters,
    managed trials, and learning environments. Designed to lower the financial entry
    barrier for developers. (Live Grounding: Continually updated to include current
    free tiers, allowing quick architectural sandboxing without infrastructure bills).'
  language: Markdown
  resource_type: Awesome List
  complexity: Beginner
  hierarchy:
  - Cloud-Native Infrastructure
  - Learning Resources
  - Kubernetes Playgrounds
  is_microservice: false
  title: "==Free Kubernetes== \U0001F31F\U0001F31F"
https://github.com/learnk8s/k8bit:
  description: ''
  addition_method: manual
  content_hash: bd2a8407aa1502c0c2e15a9b45c8d81e5dd773ac49aa29440111574d62364d86
  health_score: 100.0
  last_checked: 1781736047.001305
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: An ultra-lightweight, visual Kubernetes dashboard optimized for quick
    local development cycles. It renders operational resource states dynamically without
    incurring the high host memory or CPU overhead of standard web-native platforms.
  language: JavaScript
  resource_type: Web Application
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - UI Dashboards
  - Lightweight Monitoring
  is_microservice: false
  title: "**K8bit** — the tiny Kubernetes dashboard \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/learnk8s/templating-kubernetes:
  addition_method: manual
  content_hash: 780ad11d3fd3d731cede4902c94ac497f902475236f81708ee83ba05c6c85ee3
  health_score: 100.0
  last_checked: 1779032547.535823
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes.md
https://github.com/learnk8s/xlskubectl:
  description: ''
  addition_method: manual
  content_hash: 51de01a3870365cccbecf70cc2e5816095794c9e5ec2ce9eb1944dae8bbb64e1
  health_score: 100.0
  last_checked: 1781735940.218796
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/finops.md
  - docs/kubernetes-tools.md
  v2_locations:
  - finops.md
  - kubernetes-tools.md
  year: '2023'
  ai_summary: An open-source spreadsheet integration that translates raw kubectl command
    outputs into clean cost estimation worksheets. Helps engineers understand how
    container limits, requests, and node sizing translate into monthly cloud charges.
  language: JavaScript
  resource_type: GitHub Repository
  complexity: Beginner
  hierarchy:
  - FinOps & Cloud Cost
  - Kubernetes FinOps
  - Tooling
  is_microservice: false
  title: ==learnk8s/xlskubectl==
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/leg100/pug:
  description: ''
  addition_method: manual
  content_hash: 7553ba98f6386ab8d8870ffc4bf0b9b839196acae4bb9e71569b5c0331f0d068
  gh_license: MPL-2.0
  gh_pushed: '2026-01-02T11:17:40Z'
  gh_stars: 682
  health_score: 100.0
  last_checked: 1779033808.674367
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: PUG (Pug User Interface) is a terminal-based UI designed to control
    terraform commands and monitor output states. It presents interactive visual representations
    of active plans, deployment structures, and error pipelines. It elevates standard
    log streams into dynamic terminal dashboards for faster local troubleshooting.
  language: Go
  resource_type: TUI Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - User Interfaces
  - TUI Engines
  is_microservice: false
  title: 'github.com/leg100/pug: PUG'
https://github.com/lensesio/fast-data-dev:
  description: ''
  addition_method: manual
  ai_summary: Fast-data-dev (Lenses Box) is a highly popular, all-in-one Docker environment
    integrating Kafka, ZooKeeper, Schema Registry, and REST Proxy components. It represents
    the industry standard for local developer mockups and continuous integration (CI)
    tests.
  complexity: Intermediate
  content_hash: 8aae4234c3fd5d81307550e8b1207fe6dad1ef90194caaba469d7226104fa3c6
  gh_license: Apache-2.0
  gh_pushed: '2025-11-20T21:51:52Z'
  gh_stars: 2077
  health_score: 100.0
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Testing & Emulation
  is_microservice: false
  language: Shell
  last_checked: 1779030413.838766
  needs_ai_refresh: true
  resource_type: Open Source Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: '2022'
  title: github.com/lensesio/fast-data-dev (Lenses Box)
https://github.com/libopenstorage/stork:
  description: ''
  addition_method: manual
  content_hash: e56a2be73bd09f662866098b42e91b8280bd0962218a716b1fc5c5a13c1bacdf
  gh_license: Apache-2.0
  gh_pushed: '2025-02-12T08:30:36Z'
  gh_stars: 401
  health_score: 100.0
  last_checked: 1779032236.716068
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: '2026'
  ai_summary: Stork (Storage Operator Runtime for Kubernetes) is an open-source utility
    developed by Portworx to facilitate storage-aware scheduling and backup operations.
    It communicates with local storage nodes to ensure container workloads are scheduled
    on the exact physical hardware housing their replicated volumes.
  language: Go
  resource_type: Operator
  complexity: High
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Storage Operators
  is_microservice: false
  title: 'libopenstorage/stork: Stork - Storage Operator Runtime for Kubernetes'
https://github.com/ligurio/awesome-software-quality:
  addition_method: manual
  content_hash: 06b05e48f77288db0caf645400d7f49ec8793b5c8c820fed5021719c6dfba1d1
  description: ''
  health_score: 100.0
  last_checked: 1779031340.262037
  stars: 0
  title: Awesome Software Quality
  v1_locations:
  - docs/other-awesome-lists.md
  - docs/qa.md
  year: N/A
https://github.com/ligurio/sqa-wiki:
  description: ''
  addition_method: manual
  content_hash: 58595e9f2f9cfc8f49bfb2c58d4e60bff977d3267763da04b3ea1dcb4e27029b
  gh_license: NOASSERTION
  gh_pushed: '2023-02-01T15:23:18Z'
  gh_stars: 2315
  health_score: 100.0
  last_checked: 1779130494.99465
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/other-awesome-lists.md
  - docs/qa.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  - qa.md
  year: '2026'
  stars: 4
  ai_summary: An elite repository tracking software quality assurance wikis, tools,
    and paradigms. Focuses on system profiling frameworks, regression suites, and
    static analysis platforms designed to secure microservice delivery channels.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Quality Assurance
  - SQA Frameworks
  is_microservice: false
  title: Awesome Software Quality
  is_special: true
https://github.com/ligyxy/DictMySQL:
  addition_method: manual
  content_hash: 8b48346e017abbd8a1a6a9e0c6dc5aabbe8a03297746a6573e4ac73792885860
  description: ''
  health_score: 100.0
  last_checked: 1779032556.773787
  stars: 0
  title: 'DictMySQL: A MySQL class for more convenient database manipulation with''
    Python dictionary'
  v1_locations:
  - docs/python.md
  year: N/A
https://github.com/lima-vm/lima:
  addition_method: manual
  content_hash: 241d24eaf7793fb496bb032ada39525e8ba1d1125bb0565a1dfb95e841824de6
  health_score: 100.0
  last_checked: 1779031459.122502
  v1_locations:
  - docs/docker.md
https://github.com/line/promgen:
  description: ''
  addition_method: manual
  content_hash: 7dab4f152c70ae0ac92e1efc4aa1d9f14b81ec681dba95dd7bb8dd964245e9b1
  gh_license: MIT
  gh_pushed: '2026-06-04T03:12:56Z'
  gh_stars: 1124
  health_score: 100.0
  last_checked: 1779030119.781692
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2022'
  ai_summary: Promgen is a web UI and CLI helper utility designed to simplify the
    generation of scrape target targets and custom alerting rule files for large-scale
    Prometheus configurations.
  language: Python
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Configuration Management
  is_microservice: false
  title: "Promgen \U0001F31F"
https://github.com/linkedin/kafka-monitor:
  addition_method: manual
  content_hash: d6018be5cf48d18f45161b64791d57c725300f78533ce7b4acf10a7e373fe053
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779034373.411513
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://github.com/linode/apl-core:
  addition_method: manual
  content_hash: 94ce48bd685d015811625023b3adbf12b5c9bb32c8dbc228eceb8354abcab60a
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779130494.928602
  needs_ai_refresh: true
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
https://github.com/liqotech/liqo:
  description: ''
  addition_method: manual
  content_hash: eff12ef7d56854bfd29ddcb5b62362fc8c9e3cb9f6e87794fd34ecf730608fb2
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T06:47:28Z'
  gh_stars: 1451
  health_score: 100.0
  last_checked: 1779029507.829818
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A dynamic multi-cluster scaling platform that enables seamless resource
    sharing and secure overlay peering between disparate clusters. Liqo allows pods
    to be scheduled onto remote virtual-nodes transparently without complex VPN setups,
    solving dynamic hybrid-cloud expansion needs.
  language: Go
  resource_type: Service
  complexity: High
  hierarchy:
  - Infrastructure
  - Multi-Cluster Management
  - Virtual Peering
  is_microservice: true
  title: 'liqo: Enable dynamic and seamless Kubernetes multi-cluster topologies'
https://github.com/litmuschaos/litmus:
  description: ''
  addition_method: manual
  content_hash: 1509005a55e84a98d688756a302a6a45007ec076dc94dd8c2f843d97e683b68d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T17:08:20Z'
  gh_stars: 5433
  health_score: 100.0
  last_checked: 1779029575.8096
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: '2025'
  ai_summary: A CNCF-incubating Kubernetes-native chaos orchestrator. Litmus utilizes
    Custom Resource Definitions (CRDs) to define chaos experiments as pipeline constructs,
    connecting directly with SRE logging and alerting structures to validate microservices
    resilience and performance baselines.
  language: Go
  resource_type: Software Utility
  complexity: Advanced
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Enterprise Platforms
  is_microservice: true
  title: Litmus Chaos is a toolset to do chaos engineering in a kubernetes native
    way. Litmus provides chaos CRDs for Cloud-Native developers and SREs to inject,
    orchestrate and monitor chaos to find weaknesses in Kubernetes deployments
https://github.com/little-angry-clouds/kubectl-ssh-proxy:
  description: ''
  addition_method: manual
  content_hash: 74125b09ed5f30795e3f20d2235cf584d4549e8c62fce881312dfbdc0af4ea46
  gh_license: GPL-3.0
  gh_pushed: '2020-02-04T20:48:31Z'
  gh_stars: 48
  health_score: 100.0
  last_checked: 1779032080.901977
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A practical utility that transparently proxies SSH connections directly
    to destination pods. It simplifies system administration overhead by avoiding
    node SSH exposure, utilizing native Kubernetes authorization mechanisms to execute
    secure diagnostics.
  language: Bash
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Networking
  - Access & Proxies
  - Secure Tunneling
  is_microservice: false
  title: "Kubectl SSH Proxy \U0001F31F"
https://github.com/lnsp/k8s-crash-informer:
  description: ''
  addition_method: manual
  content_hash: 922b7b2d5fc2a42ff6bf73fbb96ed877b2ee60daa3767e76f207d84bf65d8876
  gh_license: MIT
  gh_pushed: '2024-09-30T19:30:38Z'
  gh_stars: 47
  health_score: 100.0
  last_checked: 1779031528.750948
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A minimal event listener that detects Pod CrashLoopBackOff situations
    and broadcasts instant alerts to designated incident channels. Helps infrastructure
    teams drastically minimize operational downtime.
  language: Go
  resource_type: Controller
  complexity: Intermediate
  hierarchy:
  - Observability
  - Alerting & Notifications
  - Crash Tracking
  is_microservice: true
  title: k8s-crash-informer
https://github.com/localstack/localstack:
  description: ''
  addition_method: manual
  content_hash: f77a6e9165358b0c579cdd1a8fd99c43dd2ae5ab15f70ab26521ac3710f043c8
  gh_license: NOASSERTION
  gh_pushed: '2026-03-23T08:52:01Z'
  gh_stars: 65044
  health_score: 100.0
  last_checked: 1779033508.255091
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-miscellaneous.md
  v2_locations:
  - aws-miscellaneous.md
  year: '2026'
  ai_summary: Curator Insight identifies the open-source repository for LocalStack,
    the premier AWS cloud emulator. Live Grounding underscores its unparalleled adoption
    (>65k stars), showing it as a foundational dependency for developer productivity,
    enabling local execution of Lambdas, S3, DynamoDB, and CloudFormation stacks.
  language: Python
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Testing & Chaos
  - Local Emulation
  - AWS Emulation
  is_microservice: false
  title: github.com/localstack/localstack
https://github.com/loft-sh/jspolicy:
  description: ''
  addition_method: manual
  content_hash: 08c5032b6836f85ac8583a0f9c9e0b8642141df8244a0610a44faa0dc0cd5c98
  gh_license: Apache-2.0
  gh_pushed: '2025-06-24T23:50:38Z'
  gh_stars: 416
  health_score: 100.0
  last_checked: 1779029374.948862
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A high-performance admission controller that enables developers to write
    Kubernetes policies using JavaScript or TypeScript instead of declarative DSLs
    like Rego. It compiles and executes policies inside an embedded V8 engine, delivering
    execution speeds comparable to native compiled code. In 2026, it represents a
    highly flexible alternative to OPA Gatekeeper for teams with strong JavaScript
    skillsets.
  language: TypeScript
  resource_type: Admission Controller
  complexity: Medium
  hierarchy:
  - Security
  - Policy Enforcement
  - Admission Control
  is_microservice: true
  title: jspolicy
https://github.com/loft-sh/kiosk:
  description: ''
  addition_method: manual
  content_hash: 3d44b8ef74793fa5b29417df1d455e93cae77e5cdb31c72527fecdb4ad0231e8
  gh_license: Apache-2.0
  gh_pushed: '2024-04-25T18:59:51Z'
  gh_stars: 1071
  health_score: 100.0
  last_checked: 1779029732.723757
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes.md
  year: '2022'
  ai_summary: An open-source extension for managing logical multi-tenancy. Configures
    self-service namespace provisioning and tenant resource allocations, though now
    largely replaced by vcluster workflows.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Admission Control
  is_microservice: false
  title: ==loft-sh/kiosk==
https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnew:
  description: ''
  addition_method: manual
  content_hash: 88113be655d902e393e71c99ae970bdc9581facd8f873687c25b67df77357996
  health_score: 100.0
  last_checked: 1779130495.019934
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/project-management-tools.md
  v2_locations:
  - project-management-tools.md
  year: '2026'
  stars: 0
  ai_summary: The standard browser shortcut (`repo.new`) designed to route authenticated
    developer sessions directly to GitHub's repository creation workspace. Enables
    rapid workspace initialization and deployment pipeline seeding.
  language: English
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Utilities
  - GitHub Shortcuts
  is_microservice: false
  title: 'GH repos: repo.new'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/longhorn/longhorn:
  addition_method: manual
  content_hash: 01a524ae33e45909bee9c0af9f65a2545e674c69ead0d27334eb30a7b40f3e11
  health_score: 100.0
  last_checked: 1779032800.740806
  v1_locations:
  - docs/rancher.md
https://github.com/longhorn/longhorn/issues/292:
  description: ''
  addition_method: manual
  content_hash: 24b74089da1c13144fff8d54d0445036cf0a122149e8a79d259d51de36380887
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T01:54:43Z'
  gh_stars: 7785
  health_score: 100.0
  last_checked: 1779031126.209963
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: '2021'
  ai_summary: A critical technical discussion dealing with manual scheduling, evacuation,
    and relocation patterns for Longhorn storage replicas. Serves as an operational
    guide for maintaining state synchronization across multi-node topologies.
  language: Go
  resource_type: Issue/Discussion
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Storage Systems
  - Replica Scheduling
  is_microservice: false
  title: 'longhorn issue: Move replica to a different server'
https://github.com/lorabv/awesome-agile:
  description: ''
  addition_method: manual
  content_hash: b20e8644d011550e8f450da70fe9bd70a2d33974974ee95b2347845be5a42c63
  gh_license: CC0-1.0
  gh_pushed: '2024-08-10T05:59:46Z'
  gh_stars: 1476
  health_score: 100.0
  last_checked: 1779032874.773603
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A repository documenting framework implementations, team retrospective
    designs, agile scaling patterns, and workflow visualization templates. Streamlines
    delivery velocity for agile software development operations.
  language: Markdown
  resource_type: Awesome List
  complexity: Beginner
  hierarchy:
  - Process & Delivery
  - Agile Methodologies
  - Scrum & Kanban Frameworks
  is_microservice: false
  title: Awesome Agile
  is_special: true
https://github.com/lorien/awesome-web-scraping:
  description: ''
  addition_method: manual
  content_hash: 018df52d845cbe28439ba73fd802c7ad398b8cccdf74dfecc4f01f73d7ccb280
  gh_license: NOASSERTION
  gh_pushed: '2026-05-28T08:49:24Z'
  gh_stars: 7927
  health_score: 100.0
  last_checked: 1779033309.535321
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A specialized index compiling scraping libraries, network proxy parsers,
    and browser-automation engines. Assists data engineers in deploying reliable web
    data ingestion systems, managing distributed crawlers, and bypassing anti-bot
    measures.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Data Curation
  - Web Scraping
  is_microservice: false
  title: 'lorien/awesome-web-scraping: Awesome Web Scraping'
  is_special: true
https://github.com/louislam/uptime-kuma:
  description: ''
  addition_method: manual
  content_hash: 78a24cacb21d53c188d5a18ea7e98aa1b7767e890023ef21ef8b4a8ffd1c2153
  gh_license: MIT
  gh_pushed: '2026-06-14T00:28:22Z'
  gh_stars: 87989
  health_score: 100.0
  last_checked: 1779029628.903599
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: A highly popular self-hosted synthetic monitoring tool written in Node.js.
    It features multi-protocol ping, HTTP/TCP checks, certificate monitoring, integration
    with multi-channel alert providers, and highly intuitive dashboards, serving as
    a lightweight alternative to commercial APM and uptime tools.
  language: JavaScript
  resource_type: tool
  complexity: Basic
  hierarchy:
  - Observability & Monitoring
  - Synthetic Monitoring
  - Uptime-Kuma
  is_microservice: false
  title: louislam/uptime-kuma
https://github.com/lsdopen/ahoy:
  description: ''
  addition_method: manual
  content_hash: 9cc3ecfbaa36b33b4ac2815f03d87f6d13ac5846af05a8e24e292bbd0e7a5f1c
  gh_license: Apache-2.0
  gh_pushed: '2022-12-06T12:21:29Z'
  gh_stars: 78
  health_score: 100.0
  last_checked: 1779032017.789805
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: Ahoy streamlines deployment validation in delivery pipelines by managing
    Kubernetes manifest configurations. It works as an intermediary script engine
    to verify configuration structures prior to deployment execution. It helps teams
    ensure compliance inside automated pipelines.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - GitOps & Delivery
  - CI/CD Orchestration
  - Deployment Helpers
  is_microservice: false
  title: github.com/lsdopen/ahoy
https://github.com/lucidrains/PaLM-rlhf-pytorch:
  description: ''
  addition_method: manual
  content_hash: f9270d91591dcdca60ca5424812f9254fb9cabd721b35e11d837fc86c3bb7200
  gh_license: MIT
  gh_pushed: '2026-05-29T17:54:51Z'
  gh_stars: 7864
  health_score: 100.0
  last_checked: 1779030976.006524
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2023'
  ai_summary: An open-source PyTorch implementation combining the PaLM architecture
    with Reinforcement Learning from Human Feedback (RLHF). Crucial blueprint for
    organizations aiming to construct and fine-tune private, self-hosted LLM engines
    for internal code synthesis.
  language: Python
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Machine Learning Systems
  - LLM Training
  is_microservice: false
  title: lucidrains/PaLM-rlhf-pytorch
https://github.com/lucky-sideburn/kubeinvaders:
  description: ''
  addition_method: manual
  content_hash: af9a6ab0fbb2bf9f91ff93a65c79bd78ee3bb101608bec7dfa38eca6801603c2
  gh_license: Apache-2.0
  gh_pushed: '2026-05-10T15:00:45Z'
  gh_stars: 1108
  health_score: 100.0
  last_checked: 1779032196.124113
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kubeinvaders is a gamified chaos engineering platform modeled after
    classic Space Invaders, where destroying alien ships triggers real-time Pod terminations.
    While visually playful, it serves as an educational framework to demonstrate system
    resilience, automatic failover capabilities, and network resilience. It is highly
    popular for live interactive workshops, chaos training, and community meetups.
  language: C
  resource_type: Chaos Tool
  complexity: Intermediate
  hierarchy:
  - Operations
  - Chaos Engineering
  - Gamified Diagnostics
  is_microservice: false
  title: kubeinvaders
https://github.com/luk4z7/go-concurrency-guide:
  addition_method: manual
  ai_summary: A comprehensive reference repository breaking down Go concurrency primitives
    like channels, select blocks, and sync packages. Downrated due to lack of recent
    commits (>4 years).
  complexity: Advanced
  content_hash: 54f6c0532ac7cdc073cec77cbdf18d227dba44336b4952ee22a8335434df0a30
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Performance Tuning
  is_microservice: false
  language: en
  last_checked: 1781735950.74649
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  - '[LEGACY]'
  title: "luk4z7/go-concurrency-guide: Go Concurrency Guide \U0001F31F"
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/lukaszraczylo/jobs-manager-operator:
  description: ''
  addition_method: manual
  content_hash: 1873e3717284ee21f2c4767fbac33bddb1e092d73f04071e8fb3fa12d93cb921
  health_score: 100.0
  last_checked: 1781736026.31922
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: A specialized job execution supervisor focused on automated lifecycle
    pruning. It dynamically clears completed or broken jobs based on custom-defined
    TTL guidelines, preventing etcd congestion caused by historical batch resources.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Workload Management
  - Job Scheduling
  - Operators
  is_microservice: false
  title: "github.com/lukaszraczylo/jobs-manager-operator \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/lukemurraynz/awesome-azure-architecture:
  description: ''
  addition_method: manual
  content_hash: 2608f80cee1d1f12f6950b51542ffa658347054c8a2d9b993ad3aaf246ede191
  gh_license: CC0-1.0
  gh_pushed: '2026-05-23T10:37:21Z'
  gh_stars: 1709
  health_score: 100.0
  last_checked: 1779029063.789172
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An exhaustive mapping of architectural blueprints, enterprise landing
    zone templates, and reference designs for Microsoft Azure. Designed to bridge
    the gap between high-level architectural standards and actual resource configuration
    templates. Ideal for Principal Architects designing secure, scalable multi-region
    hybrid-cloud networks.
  language: N/A
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Azure
  - Architecture
  is_microservice: false
  title: "github.com/lukemurraynz/awesome-azure-architecture \U0001F31F"
  is_special: true
https://github.com/m9sweeper/m9sweeper:
  description: ''
  addition_method: manual
  content_hash: 813426b55b122cc5e934d1e74f90846fc8b84721025433969551ce82fdb377ca
  gh_license: Apache-2.0
  gh_pushed: '2024-07-12T11:23:59Z'
  gh_stars: 264
  health_score: 100.0
  last_checked: 1779034309.653099
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: M9sweeper functions as a comprehensive, web-based DevSecOps platform
    compiling outputs from external tools like Trivy, Kubesec, and kube-bench. It
    presents security managers with structured dashboards tracking image vulnerabilities,
    misconfigurations, and active network policy violations. It is a solid, cost-effective
    option for mid-sized teams searching for consolidated risk views.
  language: TypeScript
  resource_type: Web Application
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps Platforms
  - Vulnerability Management
  is_microservice: false
  title: m9sweeper/m9sweeper
https://github.com/maddevsio/aws-eks-base:
  description: ''
  addition_method: manual
  content_hash: c58a9bfe58679f4f14f7146b26c69d25f38f5b10b4d55381ef9bfc6dcc440322
  gh_license: Apache-2.0
  gh_pushed: '2025-09-02T07:41:36Z'
  gh_stars: 629
  health_score: 100.0
  last_checked: 1779033573.267321
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: An open-source boilerplate repository offering ready-to-run configurations
    for basic AWS environments hosting EKS. Establishes robust base-layer networking
    components, subnets, and node group layouts.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  is_microservice: false
  title: "github.com/maddevsio/aws-eks-base: Boilerplate for a basic AWS infrastructure'
    with EKS cluster \U0001F31F"
https://github.com/madhuakula/kubernetes-goat:
  description: ''
  addition_method: manual
  content_hash: 10cd2669733d059557ce9f5b62e48d5f93f98e9ee645889e60ff1cb764373706
  gh_license: MIT
  gh_pushed: '2026-04-16T22:11:11Z'
  gh_stars: 5674
  health_score: 100.0
  last_checked: 1779032780.034329
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/demos.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - demos.md
  year: '2024'
  ai_summary: The premier interactive security training platform containing an intentionally
    vulnerable Kubernetes cluster. Designed as an educational sandbox to demonstrate
    real-world cluster vulnerabilities, RBAC privilege escalations, metadata exposure,
    and container breakout exploits.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Security
  - Vulnerabilities
  - Hacking Labs
  is_microservice: true
  title: The Kubernetes Goat
https://github.com/madisonmay/tracker:
  description: ''
  addition_method: manual
  content_hash: 012724e9b458b66ba4f7ddfb8697137e27c75520d238044184088de13f595c07
  gh_license: MIT
  gh_pushed: '2016-06-30T16:40:56Z'
  gh_stars: 36
  health_score: 100.0
  last_checked: 1779030404.262117
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2016'
  ai_summary: Curator Insight details a utility designed to capture and track mutational
    state transitions in Python objects over time. Live Grounding observes that while
    the repository is now dormant and unmaintained, the architecture of immutable
    tracking states remains a core conceptual design in complex state-machine debugging.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Python
  - Debugging Tools
  is_microservice: false
  title: 'tracker: A time machine for debugging pesky stateful errors'
https://github.com/magnologan/awesome-k8s-security:
  description: ''
  addition_method: manual
  content_hash: 6f567eff9c68a4165239530c9608e0e3713cd2f901fdd0cf6eed950b24ca0cbc
  health_score: 100.0
  last_checked: 1781736123.210863
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A premier directory indexing specialized Kubernetes security packages,
    scanners, CVE logs, and hardening guides. It collects key scanning tools such
    as Falco, Trivy, and Polaris, helping cloud compliance officers map cluster defense
    strategies against known attack matrices.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Curation
  - Awesome Lists
  - Security
  is_microservice: false
  title: "magnologan/awesome-k8s-security: Awesome Kubernetes (K8s) Security \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/mailtoharshit/Awesome-Api-Management-Tools:
  description: ''
  addition_method: manual
  content_hash: 1e40a85e674c909d7120a38aff58a7ece05ec2010807ba126cff1fd7f893e5f1
  gh_license: MIT
  gh_pushed: '2022-11-10T14:31:40Z'
  gh_stars: 86
  health_score: 100.0
  last_checked: 1779031928.158516
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A directory focused on API design portals, lifecycle management tools,
    and specification utilities (like OpenAPI/Swagger). This list aids enterprise
    architects in establishing API-first development strategies and internal developer
    platform registries. It supports transition pathways from monolithic configurations
    to service meshes.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - API Development
  - API Management
  - Resources
  is_microservice: true
  title: Awesome API Management Tools
  is_special: true
https://github.com/maistra/istio:
  description: ''
  addition_method: manual
  ai_summary: The official GitHub repository for Maistra's modified Istio control
    plane code. Optimized for multi-tenancy support, advanced security policies, and
    tight integration within OpenShift environments.
  complexity: High
  content_hash: dfff504ef42a2c7c84f0277c7e1bc77e5d80fac306067dbf1ac609135b0792f0
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T21:11:21Z'
  gh_stars: 94
  health_score: 100.0
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - OpenShift
  is_microservice: true
  language: Go
  last_checked: 1779034423.390715
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/istio.md
  - docs/ocp4.md
  v2_locations:
  - istio.md
  - ocp4.md
  year: '2022'
  title: 'github.com: Maistra Istio'
https://github.com/major/imagebuilder-containerized/blob/main/.github/workflows/main.yml:
  description: ''
  addition_method: manual
  content_hash: 45941b31923e8ab2c5173c5be4a55731e10fd1f10c8b40335cba9d2cbb2aed0d
  gh_license: Apache-2.0
  gh_pushed: '2022-03-12T19:03:00Z'
  gh_stars: 1
  health_score: 100.0
  last_checked: 1779032640.4513
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: An active GitHub Actions workflow blueprint orchestrating containerized
    OS image compilation. Demonstrates clean, multi-step pipeline actions to automatically
    package, build, and push customized bootable operating system images directly
    from GitHub.
  language: YAML
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - CI/CD Pipelines
  - Automated Image Builds
  - Image Builder Workflows
  is_microservice: false
  title: github.com/major/imagebuilder-containerized
https://github.com/mancubus77/awesome-sre:
  description: ''
  addition_method: manual
  content_hash: 487dfbd13dc00956e6e3796e62f5f9611ad3e96c902b48ef601419c8ff450b95
  gh_license: CC0-1.0
  gh_pushed: '2019-02-02T17:37:39Z'
  gh_stars: 3
  health_score: 100.0
  last_checked: 1779034523.305034
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A legacy index mapping early SRE principles and infrastructure utilities.
    Offers historical context on containerization transitions, bare-metal server configurations,
    and performance optimization guidelines.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Site Reliability Engineering
  - Incident Management
  is_microservice: false
  title: mancubus77/awesome-sre
  is_special: true
https://github.com/manuzhang/awesome-streaming:
  description: ''
  addition_method: manual
  ai_summary: A massive, community-maintained compilation of stream processing resources.
    It catalogues major ingestion engines, streaming databases, connector standards,
    and operational tools, serving as an exhaustive reference manual for data and
    cloud architects.
  complexity: Intermediate
  content_hash: 8ed47efe125320d7d3aced3c600543bf96b4b9099b7acd6ef97b1e63380e71e5
  health_score: 100.0
  hierarchy:
  - Data Engineering
  - Stream Processing
  - Meta-Resources
  is_microservice: false
  language: N/A
  last_checked: 1781736080.874936
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/message-queue.md
  - docs/other-awesome-lists.md
  v2_locations:
  - message-queue.md
  - other-awesome-lists.md
  year: '2026'
  title: Awesome Streaming
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/maorfr/helm-backup:
  description: ''
  addition_method: manual
  ai_summary: An early state backup plugin designed to preserve localized copies of
    active Helm releases. Modern declarative GitOps frameworks (such as Argo CD or
    Flux) have made manual stateful backups obsolete.
  complexity: Intermediate
  content_hash: 5e98c26c5c11234eb8c1dbe27ec67f613ecd57236f02ecddd570817f89c1dd52
  gh_license: NOASSERTION
  gh_pushed: '2021-03-04T17:55:09Z'
  gh_stars: 83
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Legacy Utilities
  is_microservice: false
  language: Go
  last_checked: 1779030229.063259
  needs_ai_refresh: true
  resource_type: CLI Plugin
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2021'
  title: 'maorfr/helm-backup: Helm Backup Plugin'
https://github.com/maorfr/kube-tasks:
  description: ''
  addition_method: manual
  content_hash: aecee554afad4bb68e87493e0e260c4bb25965c2d6d6d5d8627a1ffb7de9aead
  gh_license: Apache-2.0
  gh_pushed: '2022-04-26T15:43:35Z'
  gh_stars: 23
  health_score: 100.0
  last_checked: 1779030727.63961
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A lightweight CLI tool designed to run one-off tasks in a Kubernetes
    cluster without creating persistent deployments or CronJobs. It allows developers
    to quickly spin up debugging or configuration pods that auto-terminate. In 2026,
    it is a convenient tool for quick tasks, though similar functionality exists natively
    via kubectl run.
  language: Go
  resource_type: CLI Tool
  complexity: Low
  hierarchy:
  - Operations
  - Scheduling
  - Ad-hoc Tasks
  is_microservice: false
  title: 'maorfr/kube-tasks: Kube tasks'
https://github.com/marcredhat/crcdemos:
  description: ''
  addition_method: manual
  content_hash: 78fd0943533474a5ee60306b81e7995380558c07427b850f68003cd8bc32f01b
  health_score: 100.0
  last_checked: 1781735911.19042
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: Curator Insight positions this project as a step-by-step demo guide
    for Red Hat CodeReady Containers (CRC), representing the modern equivalent of
    local Minishift. Live Grounding reveals CRC is an essential local development
    environment simulating multi-node OpenShift setups. The demos illustrate localized
    microservice deployment and validation before pushing to enterprise stages.
  language: Shell
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Native Platforms
  - Red Hat OpenShift
  - Local Development
  - CodeReady Containers
  is_microservice: true
  title: Red Hat CodeReady Containers (Minishift equivalent for OpenShift 4.2 or newer)
    - step-by-step demo guides
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/marketplace/actions/aws-secrets-manager-github-action:
  description: ''
  addition_method: manual
  ai_summary: Integrates AWS Secrets Manager natively into GitHub Actions runtime
    environments. Restricts secret exposure to disk arrays by fetching variable payloads
    on-demand directly into the runner's memory space, strengthening standard CI security
    parameters.
  complexity: Intermediate
  content_hash: c5870f6af842f63087086b2033b1d0a66d0d21e6f8eb1aeff88a5b8d35034ec0
  health_score: 100.0
  hierarchy:
  - CI/CD Pipeline
  - Security & Compliance
  - Secret Management
  is_microservice: false
  language: TypeScript
  last_checked: 1781735950.422954
  needs_ai_refresh: true
  resource_type: Action
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2021'
  title: "github.com/marketplace: Use AWS Secrets Manager secrets in GitHub jobs \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/marketplace/actions/flat-data:
  description: ''
  addition_method: manual
  content_hash: 3ef34d3339aee4d576b3575c01f5c33b29a35255521792a02309394c2f2d4c10
  health_score: 100.0
  last_checked: 1781735950.344277
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - EMERGING
  - COMMUNITY-TOOL
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2021'
  ai_summary: Flat Data is a GitHub Action designed to facilitate basic ETL automation
    by pulling structured API or database data directly into Git files. Highlights
    how Git revision control can serve as an audit log for lightweight datasets. Fits
    well within a GitOps-driven data synchronization strategy.
  language: TypeScript
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - GitOps
  - Data Versioning
  is_microservice: false
  title: flat-data
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/marketplace?query=publisher%3Aokteto&type=actions:
  description: ''
  addition_method: manual
  ai_summary: Official GitHub Marketplace configurations showing how to harness Okteto
    GitHub Actions to dynamically spin up on-demand preview environments. Streamlines
    deployment verification directly in active PR validation pipelines.
  complexity: Intermediate
  content_hash: f1dc41d242c740d5e9af12a7174c9a09904e8cf0f7f74a8213ff7dd1644f7052
  health_score: 100.0
  hierarchy:
  - Development Workflow
  - CI/CD Integration
  - Okteto Actions
  is_microservice: true
  language: YAML
  last_checked: 1779034572.256174
  needs_ai_refresh: true
  resource_type: Integration
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: '2024'
  title: 'github.com/marketplace: Automating your Kubernetes dev environments with''
    the open source oktetohq Cloud got easier with GitHub Actions'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/maruina/aws-auth-manager:
  description: ''
  addition_method: manual
  content_hash: 443820fc520dd680948ab891795f35473f40244ae245d57d9f65188c5e1f3e67
  health_score: 100.0
  last_checked: 1781736046.760915
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A specialized operator built to automate Amazon EKS auth mappings. It
    updates the native aws-auth ConfigMap dynamically based on AWS IAM events, preventing
    configuration drift.
  language: Go
  resource_type: Kubernetes Controller
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Identity & Access
  - EKS IAM Mapping
  is_microservice: false
  title: 'maruina/aws-auth-manager: K8s controller to manage the aws-auth configmap'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/mattfeltonma/azure-networking-patterns:
  description: ''
  addition_method: manual
  content_hash: 517703fca31b07f199b1117deaae440807703e72d7ef1e31747667f9792c79b0
  gh_license: MIT
  gh_pushed: '2024-08-29T17:39:46Z'
  gh_stars: 164
  health_score: 100.0
  last_checked: 1779031810.088988
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: A curated library containing declarative architectural examples of Azure
    networking infrastructure. Simplifies deployment patterns such as hub-and-spoke
    virtual networks and private endpoints.
  language: Bicep
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Networking
  - Infrastructure as Code
  - Architecture Code Patterns
  is_microservice: false
  title: ==mattfeltonma/azure-networking-patterns==
https://github.com/mattmoor/warm-image:
  description: ''
  addition_method: manual
  content_hash: 8f7e6d944492325348993652b4e24c690fce69167312fc0b50472499ab562470
  gh_license: Apache-2.0
  gh_pushed: '2018-10-08T04:51:50Z'
  gh_stars: 164
  health_score: 100.0
  last_checked: 1779031097.291397
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A Custom Resource Definition (CRD) and controller that automates pre-pulling
    container images onto Kubernetes nodes, ensuring they remain 'warm' to minimize
    execution start delays. Historically significant for its early design elegance,
    in 2026 it remains a solid blueprint for building event-driven image-pulling systems.
  language: Go
  resource_type: Kubernetes Controller
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Image Management
  - Caching
  is_microservice: false
  title: 'mattmoor/warm-image: Kubernetes WarmImage CRD'
https://github.com/mattpocock/skills:
  description: ''
  addition_method: manual
  ai_summary: An exceptionally popular repository detailing the foundational principles,
    design philosophies, and architectural protocols required for master-level software
    delivery. While the curator focuses on career advancement, live engineering practice
    indicates that mastering these fundamentals is vital to surviving rapid AI development
    shifts. It represents an elite reference for engineering standardizations.
  complexity: Advanced
  content_hash: d94c5263b7be0fca77687e91961dd09526b1f336ed6865b0d38d9998250ef87a
  gh_license: MIT
  gh_pushed: '2026-06-12T08:25:23Z'
  gh_stars: 128202
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Professional Development
  - Core Architectures
  is_microservice: true
  language: Markdown
  last_checked: 1779031694.301574
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai.md
  - docs/devops.md
  - docs/sre.md
  v2_locations:
  - ai.md
  - sre.md
  - devops.md
  year: '2025'
  title: Skills for Real Engineers
https://github.com/mautic/docker-mautic:
  description: ''
  addition_method: manual
  content_hash: e8b4399410d2ed7a2f901b1e0ae0597a9d89bd4bdedb0e03763361b2612880e6
  health_score: 100.0
  last_checked: 1781735910.702872
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2024'
  ai_summary: 'Official Docker container setups for deploying Mautic, an open-source
    marketing automation platform, covering multi-container composition, persistent
    volumes, and database link configurations. (Live Grounding: A great example of
    migrating legacy monolithic PHP/MySQL stacks into structured OCI container configurations).'
  language: Dockerfile/Shell
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Containerization
  - Self-Hosted Apps
  is_microservice: false
  title: Mautic
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/mbucc/shmig:
  description: ''
  addition_method: manual
  content_hash: fc4485fa3abb16a461b686a86be8e71f0de3c2457fe4952e3cfe3fce82bd70bc
  gh_license: BSD-3-Clause
  gh_pushed: '2024-10-19T00:48:38Z'
  gh_stars: 474
  health_score: 100.0
  last_checked: 1779031620.65726
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: '2024'
  ai_summary: A minimalist Shell-based database migration utility. Designed to remain
    programming-language agnostic, it manages schema evolutionary steps and structured
    rollbacks executing plain raw SQL scripts.
  language: Shell
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Databases
  - Database Tooling
  - Migrations
  is_microservice: false
  title: SHMIG
https://github.com/mcelep/blog/tree/master/automated-networkpolicy-generation:
  addition_method: manual
  content_hash: a80be46e4ea74bf631c2eebf9bdf866ad1bce351d98d2dd72028e89647e5a655
  health_score: 100.0
  last_checked: 1779030250.716023
  v1_locations:
  - docs/kubernetes-networking.md
https://github.com/mdixon47/azure-hub-spoke-teraform:
  addition_method: automatic
  ai_summary: An Infrastructure-as-Code repository demonstrating the implementation
    of the de-facto standard Azure Hub-and-Spoke networking architecture. This project
    helps cloud architects streamline centralized security policies, routing tables,
    and spoke segregation using clean, modular Terraform variables. It provides a
    foundational template for cloud governance and multi-subscription network topologies.
  category: azure
  complexity: Intermediate
  content_hash: 65f88b9e6082608737541539422a86c5cac32463fb0a9b6e6d0e70aff02bbd3b
  description: A modular Terraform configuration template to provision a secure Hub-and-Spoke
    virtual network topology in Microsoft Azure.
  hierarchy:
  - Cloud Architecture
  - Microsoft Azure
  - Networking Patterns
  - Infrastructure as Code
  is_microservice: false
  language: en
  last_checked: 1780352571.556302
  reputation_status: Vetted
  reputation_summary: A stable, functional community resource demonstrating Infrastructure-as-Code
    setups for standard Azure networking patterns.
  resource_type: Repository
  social_preview_url: https://opengraph.githubassets.com/74731c0e350dadb8aa38efda5fef3d0423b48e953a5571f311735b82a8461d09/mdixon47/azure-hub-spoke-teraform
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: terraform-azure
  tags:
  - '[COMMUNITY-TOOL]'
  - '[EMERGING]'
  title: Azure Hub and Spoke Infrastructure via Terraform
  year: '2026'
https://github.com/medmouine/Kubernetes-autoscaling-poster/blob/main/k8s-auto-scaling-poster.pdf:
  addition_method: manual
  content_hash: adb4e4153650add0c17153d27e403d821bfab1956c357b748e7c09043a8dd240
  health_score: 100.0
  last_checked: 1779030232.522137
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-autoscaling.md
https://github.com/medyagh/setup-minikube:
  addition_method: manual
  content_hash: c9454a788e19590f4866a44c02725e7af86512b441599f37f5e54435c0a45627
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779029246.893805
  needs_ai_refresh: true
  stars: 0
  title: medyagh/setup-minikube
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://github.com/mehdihadeli/awesome-go-education:
  addition_method: manual
  content_hash: e364bfce73c5cda204ba97497676595165ed19f4a524c1c5ddad27a60fb6c5a5
  description: ''
  gh_license: CC0-1.0
  health_score: 100.0
  last_checked: 1779032572.115903
  needs_ai_refresh: true
  stars: 0
  title: mehdihadeli/awesome-go-education
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
  is_special: true
https://github.com/mehdihadeli/awesome-software-architecture:
  addition_method: manual
  content_hash: 8441c08170305380cf2d817d1de89ba685c6913827bf9840600c3ccd7be00744
  health_score: 100.0
  last_checked: 1779033314.01685
  v1_locations:
  - docs/other-awesome-lists.md
  is_special: true
https://github.com/mercedes-benz:
  description: ''
  addition_method: manual
  content_hash: a04b34401eec33a11c1e003a738246a49b57f80acec13d86bf19df525dda9bd1
  health_score: 100.0
  last_checked: 1779031712.411175
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/customer.md
  v2_locations:
  - customer.md
  year: '2024'
  ai_summary: The official GitHub portal for Mercedes-Benz's open-source initiatives.
    It hosts various developer tools, utility libraries, and SDKs dedicated to automotive
    software, showing their commitment to transparent, community-driven development
    in modern vehicles. It serves as an archive and collaboration hub for internal
    components exposed to the open-source ecosystem.
  language: English
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure Orchestration
  - Open Source Software
  - Enterprise Portals
  is_microservice: false
  title: github.com/mercedes-benz
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/mesaguy/ansible-prometheus:
  addition_method: manual
  content_hash: efb46d04e84840a5308d214788fa66d0a637b4203da5d2f5314c93cd55efcf3b
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779030426.174975
  needs_ai_refresh: true
  stars: 0
  title: github.com/mesaguy/ansible-prometheus
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/meshery-extensions/helm-kanvas-snapshot:
  description: ''
  addition_method: manual
  ai_summary: Integrates Meshery's visualization layer into Helm pipelines. Enables
    engineers to capture runtime topology models and visually document deployed resource
    layouts directly from active releases.
  complexity: Intermediate
  content_hash: 46d57dab601b5c7b36f29966a46317fe7dea3b389d3d92085816d30e5f168b3f
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T20:39:53Z'
  gh_stars: 43
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Helm Plugins
  - Topology Visualization
  is_microservice: false
  language: Go
  last_checked: 1779130495.028579
  needs_ai_refresh: true
  resource_type: Plugin
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2026'
  title: Helm Kanvas Snapshot
https://github.com/meshery/helm-kanvas-snapshot:
  addition_method: manual
  content_hash: 03f642611aa3dc889876ed0692c9f8e78f5520af3c096b5e3dcef35cec03d76d
  description: ''
  health_score: 100.0
  last_checked: 1779031478.76816
  stars: 0
  title: Helm Kanvas Snapshot
  v1_locations:
  - docs/helm.md
  year: N/A
https://github.com/meshery/meshery:
  description: ''
  addition_method: manual
  content_hash: cd4ebf9da871537b0d3ffc2d05ab44793bfd89849b298e001673dd14b92c6b02
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T00:56:55Z'
  gh_stars: 10279
  health_score: 100.0
  last_checked: 1779031085.383629
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: Meshery is a comprehensive multi-service mesh management plane designed
    to provision, validate, and optimize service mesh infrastructures. Operating as
    a CNCF project, it supports multiple service mesh architectures from a single
    portal.
  language: Go / JavaScript
  resource_type: Service Mesh Manager
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Service Mesh Management
  - Observability Platforms
  is_microservice: true
  title: Meshery
https://github.com/meta-llama/llama-cookbook:
  description: ''
  addition_method: manual
  content_hash: 9a506b09f9ae40b646a591cdc06a847a5e1df82c9334a751e34140efe24d7790
  gh_license: MIT
  gh_pushed: '2026-05-19T18:42:31Z'
  gh_stars: 18353
  health_score: 100.0
  last_checked: 1779130494.960636
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2023'
  stars: 5
  ai_summary: Meta's core repository for scaling LLM deployments. It offers highly
    robust templates for PEFT (Parameter-Efficient Fine-Tuning) such as LoRA, model
    quantization, and optimization strategies that enable low-latency inference setups
    inside microservices frameworks.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Machine Learning
  - Large Language Models
  - Fine-tuning
  is_microservice: true
  title: github.com/meta-llama/llama-recipes
https://github.com/meta-llama/llama-recipes:
  addition_method: manual
  content_hash: 6423d8e1d47758ae119cb6542c51c1f2b7ef747eb2f304e42687c94476ccaa3c
  description: ''
  health_score: 100.0
  last_checked: 1779034491.980871
  stars: 0
  title: ==github.com/meta-llama/llama-recipes==
  v1_locations:
  - docs/mlops.md
  year: N/A
https://github.com/metacontroller/metacontroller:
  description: ''
  addition_method: manual
  content_hash: 66dff77e1627257c372099d78b831eea7aedbfb92e68bca397b1eb7627397614
  gh_license: Apache-2.0
  gh_pushed: '2026-05-18T21:36:25Z'
  gh_stars: 993
  health_score: 100.0
  last_checked: 1779029356.655005
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: An add-on for Kubernetes that simplifies writing custom controllers
    by letting developers implement business logic via webhooks in any programming
    language. It manages the low-level API mechanics of watching, syncing, and reconciling
    resources, reducing operator boilerplate. Widely maintained by the community through
    2026, it is an elegant bridge for non-Go operators.
  language: Go
  resource_type: Kubernetes Controller
  complexity: High
  hierarchy:
  - Extensibility
  - Operator Framework
  - Controller
  is_microservice: true
  title: Metacontroller
https://github.com/metal3-io/baremetal-operator:
  description: ''
  addition_method: manual
  content_hash: dc2f6ac22fab9bd359033ba982960057a09f06c69a95781d224a22ce47a2160c
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T05:03:10Z'
  gh_stars: 745
  health_score: 100.0
  last_checked: 1779032679.636675
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: A Metal3 driver integration designed to inspect, provision, and maintain
    bare-metal servers using standard Kubernetes resources. It bridges Kubernetes
    management layers directly to physical infrastructure provisioning.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Bare Metal
  - Provisioning
  - Operators
  is_microservice: false
  title: Bare Metal Operator
https://github.com/metal3-io/cluster-api-provider-metal3:
  description: ''
  addition_method: manual
  content_hash: d05d273e8a89f24a348831ecdb7a1698c275fbc390f908a9bb13411b6183c8a1
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T17:08:14Z'
  gh_stars: 277
  health_score: 100.0
  last_checked: 1779030507.409889
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: The Cluster API Provider for Metal3 enabling automated declarative provisioning
    of physical bare-metal hardware using Kubernetes-native configurations. Simplifies
    lifecycle management (provisioning, scale, and de-provisioning) of physical compute
    nodes in highly customized datacenters.
  language: Go
  resource_type: Operator
  complexity: High
  hierarchy:
  - Infrastructure
  - Cluster Provisioning
  - Bare Metal
  is_microservice: false
  title: Cluster API Provider for Managed Bare Metal Hardware
https://github.com/metalbear-co/mirrord:
  description: ''
  addition_method: manual
  content_hash: 9bc9a02aa13d9f815a7d3934bb95a45da30a8ca80e726129ac4534d5fb209c86
  gh_license: MIT
  gh_pushed: '2026-06-14T10:13:31Z'
  gh_stars: 5128
  health_score: 100.0
  last_checked: 1779032106.341657
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: An enterprise-grade tool that plugs local processes directly into remote
    Kubernetes namespaces. It avoids image building or cluster redeployments by mirroring
    incoming network traffic, DNS resolutions, and environment variables dynamically
    to the local environment. Highly effective for rapid microservices testing.
  language: Rust
  resource_type: GitHub Repository
  complexity: Advanced
  hierarchy:
  - Cloud-Native Development
  - Kubernetes
  - Traffic Mirroring
  is_microservice: true
  title: ==metalbear-co/mirrord==
https://github.com/metaleapca/metaleap-devops-in-k8s/blob/main/metaleap-devops-in-k8s.pdf:
  description: ''
  addition_method: manual
  content_hash: 6d67ec022fe1cf97f75c294fe5ebd42acb1e143d7e87aff05d2d26bdc9176b3e
  gh_license: Apache-2.0
  gh_pushed: '2023-08-17T19:03:45Z'
  gh_stars: 30
  health_score: 100.0
  last_checked: 1779030842.902866
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  - index.md
  year: '2022'
  ai_summary: A cohesive architectural reference document detailing modern DevOps
    automation workflows within Kubernetes. It covers pipeline construction, automated
    manifest validation, and GitOps-driven application lifecycle patterns.
  language: Shell
  resource_type: PDF/Whitepaper
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD
  - Reference Architecture
  is_microservice: true
  title: 'github.com/metaleapca: metaleap-devops-in-k8s.pdf'
https://github.com/metaleapca/metaleap-k8s-troubleshooting/blob/main/metaleap-k8s-troubleshooting.pdf:
  description: ''
  addition_method: manual
  content_hash: a4848dbebd9da7f519e577fd37b483b4cad81b57263bc19c192eaf8fbad4074c
  gh_license: Apache-2.0
  gh_pushed: '2023-04-28T12:07:57Z'
  gh_stars: 40
  health_score: 100.0
  last_checked: 1779032802.318885
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  - index.md
  year: '2022'
  ai_summary: An exhaustive community-driven reference PDF that serves as a diagnostic
    field manual for complex Kubernetes cluster issues. It covers everything from
    low-level CNI networking issues to control plane degradation and API server latency.
    This document is a valuable offline resource for operations teams handling large-scale
    production incidents.
  language: English
  resource_type: Document
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Diagnostic Manuals
  is_microservice: false
  title: 'github.com/metaleapca: metaleap-k8s-troubleshooting.pdf'
https://github.com/metallb/metallb:
  addition_method: manual
  content_hash: 2694a1a92e52f9ae52dcb4614a787c2ebf175487ec0badb7ab5aeb03f84e6f4b
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779032524.987337
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tools.md
https://github.com/metalmatze/slo-libsonnet:
  description: ''
  addition_method: manual
  content_hash: feb7e878b82aa18caf86c8978295590f8c1d0a649f8de5a841f8e1e99778cede
  gh_license: Apache-2.0
  gh_pushed: '2022-06-29T14:46:05Z'
  gh_stars: 118
  health_score: 100.0
  last_checked: 1779029252.317975
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2022'
  ai_summary: A modular Jsonnet library designed for defining and generating Prometheus-based
    SLOs, multi-window burn rates, and dashboards using a modular configuration-as-code
    pattern. Highly compatible with kube-prometheus.
  language: Jsonnet
  resource_type: Open Source Library
  complexity: Advanced
  hierarchy:
  - Observability
  - SLAs & SLOs
  - Jsonnet Libraries
  is_microservice: false
  title: slo-libsonnet
https://github.com/mfornos/awesome-microservices:
  description: ''
  addition_method: manual
  content_hash: b36ed8b0fc45720da05a239e4a5e188a9ec9940b9552348a44328f2efd40d3d7
  gh_license: CC0-1.0
  gh_pushed: '2026-06-10T15:05:12Z'
  gh_stars: 14325
  health_score: 100.0
  last_checked: 1779034155.996435
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: The premier comprehensive catalog charting microservices design patterns,
    distributed consensus engines, API gateways, tracing tools, and event-streaming
    buses. Essential for building scalable, decoupled service meshes.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Software Architecture
  - Microservices Design
  is_microservice: true
  title: Awesome microservices
  is_special: true
https://github.com/mhausenblas/openshift-cheat-sheet:
  description: ''
  addition_method: manual
  content_hash: 565bfc583e997bc96494707f3ba13acc7c64c964885f851f134806ae20d3569f
  gh_license: Apache-2.0
  gh_pushed: '2017-06-05T12:48:09Z'
  gh_stars: 6
  health_score: 100.0
  last_checked: 1779030482.786119
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2026'
  ai_summary: A community-maintained cheat sheet targeting container scaling and routing.
    Curator Insight notes its applicability to early setups. Live Grounding points
    to its continued historical use as a reliable baseline bookmark for bare-metal
    deployments.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Platform
  - Container Orchestration
  - OpenShift
  is_microservice: false
  title: 'github.com: openshift cheat sheet 3'
https://github.com/mhlabs/cfn-diagram:
  description: ''
  addition_method: manual
  content_hash: 51a543f43e0db426a425bca84b60bfbe5e2f9427f65ac456445ee76b70a72154
  health_score: 100.0
  last_checked: 1781735900.852793
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  year: '2023'
  ai_summary: A developer-focused CLI tool designed to parse AWS CloudFormation nested
    templates and instantly generate clean, interactive resource dependency maps,
    simplifying infrastructure inspection.
  language: TypeScript
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Architecture & Visualization
  - Diagrams as Code
  - AWS CloudFormation
  is_microservice: false
  title: "cfn-diagram \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/mholt/json-to-go:
  addition_method: manual
  ai_summary: Curator Insight presents json-to-go as a developer productivity tool
    that instantaneously translates JSON strings into Go struct definitions. Live
    Grounding highlights its enduring status as a daily utility for web backend engineers
    parsing complex APIs.
  complexity: Beginner
  content_hash: 6216ece5bed3db4bfbbab530176a81cd12bf3343f44c1b8e6cc05a76b5bc7085
  description: ''
  gh_license: MIT
  gh_pushed: '2024-07-31T15:59:24Z'
  gh_stars: 4623
  health_score: 100.0
  hierarchy:
  - Programming Languages
  - Go
  - Code Generators
  is_microservice: false
  language: English
  last_checked: 1779034502.553349
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: mholt/json-to-go
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/michaelmsonne/AzureDevOpsBackupTool:
  description: ''
  addition_method: manual
  content_hash: d46257cdc2f42908b9f224e8bf0d63009c3a64839114bbc3450b144658f1466a
  gh_license: GPL-3.0
  gh_pushed: '2025-06-21T09:55:10Z'
  gh_stars: 37
  health_score: 100.0
  last_checked: 1779031808.44545
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: A highly functional community CLI utility engineered to automate the
    backup of Azure DevOps configurations, including repositories, boards, pipelines,
    and variable groups. In 2026, this tool remains highly useful for system migrations,
    air-gapped compliance baselines, and cross-organization disaster recovery testing.
  language: C#
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - Data Protection & Backup
  - Disaster Recovery
  is_microservice: false
  title: https://github.com/michaelmsonne/AzureDevOpsBackupTool
https://github.com/michaelneale/jenkins-ci.org-docker:
  description: ''
  addition_method: manual
  content_hash: 0fc453b4790903772c2e4c0d5fc37debf0020b089b9d70ebf234438149fd279d
  health_score: 100.0
  last_checked: 1781735991.951839
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2014'
  ai_summary: 'This repository represents the historic, community-managed Docker packaging
    of Jenkins. Note: Live grounding shows this repository is legacy/archived, as
    official operations have consolidated into the core jenkinsci/jenkins repositories.'
  language: Shell
  resource_type: Library
  complexity: Beginner
  hierarchy:
  - CI-CD
  - Jenkins
  - Containers
  is_microservice: false
  title: Official Jenkins Docker image
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/micnncim/kubectl-reap:
  description: ''
  addition_method: manual
  content_hash: f20753206f631ee679b227835b58f7141bc431f3d1337121e9e697b672d10f42
  gh_license: Apache-2.0
  gh_pushed: '2023-05-19T08:21:45Z'
  gh_stars: 200
  health_score: 100.0
  last_checked: 1779032243.326828
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes.md
  year: '2026'
  ai_summary: An automated garbage collection plugin built to find and purge orphan,
    dangling, or unattached configuration structures. It keeps the target cluster
    clean by purging long-running stale objects, lowering overall management overhead.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Operations
  - Garbage Collection
  - Resource Cleanup
  is_microservice: false
  title: "kubectl-reap is a kubectl plugin that deletes unused Kubernetes resources
    \U0001F31F"
https://github.com/micro/go-micro:
  addition_method: manual
  ai_summary: Curator Insight introduces go-micro as a distributed systems development
    framework providing key abstractions for microservices. Live Grounding notes its
    journey through corporate and open-source licensing changes, yet it remains a
    foundational toolkit for service discovery, RPC, and event-driven architectures
    in Go.
  complexity: Advanced
  content_hash: 42f9f4ef112d39f483aec09c03ffb2602b42d987ecaed765e2906d28312c1833
  description: ''
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T10:05:43Z'
  gh_stars: 22775
  health_score: 100.0
  hierarchy:
  - Architecture
  - Microservices
  - Go Frameworks
  is_microservice: true
  language: English
  last_checked: 1779130495.015447
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  title: go-micro
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: '2025'
https://github.com/microsoft/ARI:
  description: ''
  addition_method: manual
  content_hash: c440e8f65441bac17e7077ed37d8b715cc3da6af28c8ea12bba07094f0ad86b0
  gh_license: MIT
  gh_pushed: '2026-06-02T12:31:49Z'
  gh_stars: 1644
  health_score: 100.0
  last_checked: 1779032732.260654
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: An open-source analysis engine from Microsoft that sweeps target cloud
    subscriptions to render Excel inventories of deployed cloud components.
  language: PowerShell
  resource_type: GitHub Repository
  complexity: Advanced
  hierarchy:
  - Cloud Platform Management
  - Microsoft Azure
  - Inventory Auditing
  - Azure Resource Inventory
  is_microservice: false
  title: "==github.com/microsoft/ARI: Azure Resource Inventory== \U0001F31F\U0001F31F\U0001F31F"
https://github.com/microsoft/CBL-Mariner:
  addition_method: manual
  content_hash: b101d0a5a639b3d0bd80e0313053988952cd929fe83e64eab94f0cafd0cc0cfe
  description: ''
  health_score: 100.0
  last_checked: 1779032257.406492
  stars: 0
  title: github.com/microsoft/CBL-Mariner
  v1_locations:
  - docs/azure.md
  year: N/A
https://github.com/microsoft/Git-Credential-Manager-Core:
  addition_method: manual
  content_hash: dd260b672af5cf39e8805dc84d087cb581fe46d4675ed61c72c950ce63769d20
  description: ''
  health_score: 100.0
  last_checked: 1779031776.892521
  stars: 0
  title: Git Credential Manager Core
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://github.com/microsoft/InnerEye-Gateway:
  addition_method: manual
  content_hash: d0def205954bbc26b52c7d09dd9e56eecfd17f779210661b45fbd423f79e89ab
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779033101.601208
  needs_ai_refresh: true
  stars: 0
  title: github.com/microsoft/InnerEye-Gateway
  v1_locations:
  - docs/azure.md
  year: N/A
https://github.com/microsoft/ML-For-Beginners:
  description: ''
  addition_method: manual
  ai_summary: Microsoft's 12-week, 26-lesson classical machine learning curriculum
    focused heavily on hands-on project-based execution using Scikit-learn. It purposely
    isolates foundational ML patterns—such as regression, clustering, and basic NLP—from
    deep learning complexities. It is a premier learning journey for developers seeking
    to deploy robust predictive systems.
  complexity: Intermediate
  content_hash: d4dbf19166a6c873e69d8324a11fea4e3f2904f83fb59faac098b77675e7a8c4
  gh_license: MIT
  gh_pushed: '2026-06-09T14:40:21Z'
  gh_stars: 86821
  health_score: 100.0
  hierarchy:
  - Artificial Intelligence
  - Machine Learning & Deep Learning Fundamentals
  - Structured Curriculums
  is_microservice: false
  language: Python
  last_checked: 1779030482.749895
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: '2023'
  title: '==github.com/microsoft/ML-For-Beginners: Machine Learning for Beginners''
    - A Curriculum=='
https://github.com/microsoft/NubesGen:
  addition_method: manual
  content_hash: 10ecaead8e333273e9801fc8824bc58e6328c74017ead38faca6c97307ce3e7e
  health_score: 100.0
  last_checked: 1779030296.357178
  v1_locations:
  - docs/azure.md
https://github.com/microsoft/Webwright:
  addition_method: automatic
  ai_summary: 'A SOTA terminal-native browser automation framework released by Microsoft
    Research designed to solve long-horizon web tasks.

    - **Architectural Value**: Shifts the paradigm from sequential point-and-click
    step predictions to a code-composition workflow.

    - **Key Features**: Equips the LLM with a local bash environment to dynamically
    write and execute custom Playwright scripts, capturing critical logs and screenshots
    within isolated environments.

    - **Technical Significance**: Achieves 60.1% accuracy on the Odysseys benchmark
    using basic models, presenting a major threat to resource-intensive browser-native
    agent architectures.'
  category: ai-agents-mcp
  complexity: advanced
  content_hash: b653cf509a4c048131e4a442efe7ccd9286059f28e5caec9085401680cf22733
  description: A simple SWE-style browser agent framework that achieves SOTA results
    on long-horizon web tasks.
  gh_license: MIT
  gh_pushed: '2026-05-29T23:41:31Z'
  gh_stars: 4720
  hierarchy:
  - AI and Machine Learning
  - AI Agents
  - Web Automation
  - Webwright Framework
  is_microservice: false
  language: en
  last_checked: 1780352544.370264
  reputation_status: Vetted
  reputation_summary: Released by Microsoft Research in May 2026, Webwright has quickly
    gained massive acclaim for achieving SOTA long-horizon web browsing scores using
    a simple terminal-native Playwright code-writing paradigm.
  resource_type: repository
  social_preview_url: https://opengraph.githubassets.com/62a380d37d06c01ec2c5420a0fb9d85eb90517ab69efc90b2e748f36c5f500bd/microsoft/Webwright
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  - '[COMMUNITY-TOOL]'
  title: Microsoft Webwright
  year: '2026'
https://github.com/microsoft/api-guidelines/blob/vNext/Guidelines.md:
  description: ''
  addition_method: manual
  content_hash: 5ab50b2ef8d914aa337c818226259fd7bc8346878bdd1b8339ce95125f1cce30
  gh_license: NOASSERTION
  gh_pushed: '2026-05-21T22:27:21Z'
  gh_stars: 23289
  health_score: 100.0
  last_checked: 1779032227.936407
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2026'
  ai_summary: The comprehensive standards document establishing design specifications
    for REST APIs across Microsoft platforms. It defines explicit protocols for HTTP
    methods, error handling, versioning, pagination, and JSON schemas. This serves
    as a highly robust benchmark for software engineers designing public-facing and
    microservices-based API endpoints.
  language: Markdown
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - API Design
  - Standards
  - REST API
  is_microservice: true
  title: "==Microsoft REST API Guidelines== \U0001F31F\U0001F31F\U0001F31F"
https://github.com/microsoft/azure-devops-mcp:
  description: ''
  addition_method: manual
  ai_summary: An official Microsoft MCP server repository enabling AI Agents (like
    Claude or GitHub Copilot) to interact seamlessly with Azure DevOps. Allows agents
    to manage work items, query repositories, and orchestrate pipeline runs.
  complexity: Advanced
  content_hash: 05f11807c7bd18462c812d985f04dc2d0f74311546f96b2be8d39b37b11cdd52
  gh_license: MIT
  gh_pushed: '2026-06-12T10:53:20Z'
  gh_stars: 1813
  health_score: 100.0
  hierarchy:
  - CI/CD Pipelines
  - AI & Automation
  - Model Context Protocol
  is_microservice: false
  language: TypeScript
  last_checked: 1779034269.642998
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  - docs/cicd.md
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  - azure.md
  - cicd.md
  year: '2025'
  title: Azure DevOps MCP Server
https://github.com/microsoft/azure-digital-twins-postman-samples:
  description: ''
  addition_method: manual
  content_hash: 1e7d3b110e64cd78964177357387fa23bcaa96ffab9b98f9ff176eda0af727b9
  gh_license: MIT
  gh_pushed: '2024-08-07T14:38:47Z'
  gh_stars: 21
  health_score: 100.0
  last_checked: 1779030346.910864
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: A collection of pre-configured Postman templates and environment schemas
    designed to test, model, and automate Azure Digital Twins API endpoints. Simplifies
    validation tasks across graph topology manipulation and event routing controls.
  language: JSON
  resource_type: Repo
  complexity: Intermediate
  hierarchy:
  - Cloud IoT
  - Digital Twins
  - API Management
  is_microservice: false
  title: github.com/microsoft/azure-digital-twins-postman-samples
https://github.com/microsoft/azure-pipelines-tasks:
  description: ''
  addition_method: manual
  content_hash: 089cfad9479f2a09702703f720100c150312ab62961d5cbbd5bb67569e2625e0
  gh_license: MIT
  gh_pushed: '2026-06-12T14:53:04Z'
  gh_stars: 3645
  health_score: 100.0
  last_checked: 1779031378.286745
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2026'
  ai_summary: The main open-source codebase behind Azure Pipelines tasks. Critical
    reference for developers needing to extend build steps or troubleshoot performance
    bottlenecks.
  language: TypeScript
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - CI/CD Pipelines
  - Pipeline Extensions
  - Tasks Repository
  is_microservice: false
  title: microsoft/azure-pipelines-tasks
https://github.com/microsoft/azure-pipelines-yaml:
  description: ''
  addition_method: manual
  content_hash: fc49a0157eaa8405aeae08f6311f3feef42ccebd3d26f2f3a7de95f1965d442d
  gh_license: MIT
  gh_pushed: '2025-04-14T11:49:37Z'
  gh_stars: 1287
  health_score: 100.0
  last_checked: 1779029970.075341
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2025'
  ai_summary: The authoritative schema repository and reference collection for declarative
    Azure Pipelines. Enables structural version-controlled pipeline configuration,
    complex dependencies routing, and native agent integration.
  language: YAML
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Azure Pipelines
  is_microservice: false
  title: "microsoft/azure-pipelines-yaml: Azure Pipelines YAML \U0001F31F"
https://github.com/microsoft/azure-pipelines-yaml/blob/master/templates/maven.yml:
  description: ''
  addition_method: manual
  content_hash: e1e184aad99b517728ded543ad86353301c0186c64e696af498760b29b485580
  gh_license: MIT
  gh_pushed: '2025-04-14T11:49:37Z'
  gh_stars: 1287
  health_score: 100.0
  last_checked: 1779030327.000984
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - GUIDE
  - ENTERPRISE-STABLE
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2025'
  ai_summary: Standardized Maven build template for Azure Pipelines. Configures secure
    package dependency restoration, execution of JUnit/TestNG tests, build caching
    parameters, and target JAR/WAR compilation workflows.
  language: YAML
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Build Templates
  is_microservice: true
  title: 'microsoft/azure-pipelines-yaml: maven.yml'
https://github.com/microsoft/azure-skills:
  addition_method: automatic
  ai_summary: The official Microsoft Azure Skills repository, implementing an Model
    Context Protocol (MCP) server that exposes over 200 structured tools across 40+
    Azure services to AI agents. It equips agentic hosts with the execution layer
    needed to query costs, list resource states, diagnose infrastructure failures,
    and trigger automated Azure-native workflows. By standardizing Azure API interactions
    under the MCP framework, it bridges declarative agent planning with direct cloud
    management capabilities.
  category: ai-agents-mcp
  complexity: advanced
  content_hash: c1900fc313f531d7e5453b70291e5d345eace4e7c81726452af68afe65c0dde3
  description: Official Azure skills plugin and Model Context Protocol (MCP) server
    providing agents with rich tools to query, manage, and diagnose 40+ Azure services.
  gh_license: MIT
  gh_pushed: '2026-06-01T16:19:35Z'
  gh_stars: 1127
  hierarchy:
  - Artificial Intelligence
  - Model Context Protocol
  - Cloud Integrations
  - Azure Skills
  is_microservice: false
  language: en
  last_checked: 1780352828.641466
  reputation_status: Vetted
  reputation_summary: Highly active and officially maintained Microsoft repository
    delivering Azure integrations for the Model Context Protocol (MCP).
  resource_type: repository
  social_preview_url: https://opengraph.githubassets.com/b2fa5e3c4dde18696f5403f3a038a0d5bfe83a0f691dd1f312bc99f336f8760c/microsoft/azure-skills
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  - '[ENTERPRISE-STABLE]'
  title: Microsoft Azure Skills (MCP Server)
  year: '2026'
https://github.com/microsoft/azure_arc:
  description: ''
  addition_method: manual
  content_hash: ee9eb187cc724bf6c6a6f48aa2467c7999388b6d26a575a43419ccfb7000c1fc
  gh_license: CC-BY-4.0
  gh_pushed: '2026-05-03T12:48:31Z'
  gh_stars: 806
  health_score: 100.0
  last_checked: 1779029710.611561
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2025'
  ai_summary: Official architectural blueprints and presentation slides detailing
    the inner workings of Azure Arc control planes and resource providers. This repository
    visually demonstrates how Arc bridges the control plane to edge environments and
    external cloud providers. It is an indispensable asset for enterprise architects
    designing unified management policies and hybrid cluster deployments.
  language: Markdown/Images
  resource_type: Architecture Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Kubernetes
  - Hybrid & Multicloud Solutions
  - Azure Arc Architecture
  is_microservice: true
  title: architecture diagrams and slides
https://github.com/microsoft/azurelinux:
  description: ''
  addition_method: manual
  content_hash: 7b1392a64f515c980e345c83a648e9e6f479fa1f43efe13619bdedf862b140b3
  gh_license: MIT
  gh_pushed: '2026-06-14T10:06:28Z'
  gh_stars: 4994
  health_score: 100.0
  last_checked: 1779130494.989265
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2026'
  stars: 5
  ai_summary: Official repository for Azure Linux (formerly CBL-Mariner), a lightweight,
    container-optimized OS designed for minimal footprint and maximum security inside
    AKS. Strips away non-essential packages to shrink attack surfaces and secure running
    microservices.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Operating Systems
  - Azure Linux
  - Kernel Curation
  is_microservice: true
  title: github.com/microsoft/CBL-Mariner
https://github.com/microsoft/contosotraders-cloudtesting:
  description: ''
  addition_method: manual
  content_hash: db68f66a08e2354e117180bbad787f1197df03878cfa213bc9aeca290f6ea96a
  gh_license: MIT
  gh_pushed: '2024-08-19T08:27:19Z'
  gh_stars: 168
  health_score: 100.0
  last_checked: 1779029502.964178
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2024'
  ai_summary: A comprehensive, multi-platform microservices demonstration application
    showcasing Azure cloud testing solutions. Features Playwright end-to-end tests,
    load testing scenarios, and automated regression validations.
  language: TypeScript
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - DevSecOps & IDEs
  - Quality Assurance
  - Azure Cloud Testing
  is_microservice: true
  title: 'github.com/microsoft: Contoso Traders - Cloud testing tools demo app'
https://github.com/microsoft/dicom-server:
  addition_method: manual
  content_hash: bda9e920e062fd2085035748c1fd0056e9ad436c45711897a668e4f5ea08d40e
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779031800.615107
  needs_ai_refresh: true
  stars: 0
  title: github.com/microsoft/dicom-server
  v1_locations:
  - docs/azure.md
  year: N/A
https://github.com/microsoft/entraexporter:
  description: ''
  addition_method: manual
  content_hash: 2f0ffcfeeaaa6b7489563030b937e36b22511a7415f64e42703a6ef22dcb68be
  gh_license: MIT
  gh_pushed: '2025-11-16T04:46:40Z'
  gh_stars: 866
  health_score: 100.0
  last_checked: 1779030350.476141
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/azure.md
  - docs/devops.md
  - docs/gitops.md
  v2_locations:
  - gitops.md
  - azure.md
  - devops.md
  year: '2025'
  ai_summary: An essential open-source PowerShell tool designed to export entire Microsoft
    Entra ID tenant configurations to local JSON files. In 2026, EntraExporter is
    widely used by security and architecture teams to establish configuration baselines,
    detect drift, and archive tenant states for compliance audits.
  language: PowerShell
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Identity & Access
  - Tenant Governance
  - Entra ID
  - Infrastructure as Code
  is_microservice: false
  title: EntraExporter
https://github.com/microsoft/fhir-server:
  addition_method: manual
  content_hash: 4620f319dc536da8819e87d36d4f7e52c0171ffa1ca36f0dde63a957b885373a
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779032902.495833
  needs_ai_refresh: true
  stars: 0
  title: github.com/microsoft/fhir-server
  v1_locations:
  - docs/azure.md
  year: N/A
https://github.com/microsoft/finops-toolkit:
  description: ''
  addition_method: manual
  content_hash: c8f11317be8ef904002779b7d610efe0573b8d99bfa1d42be1c7441ec7c4764e
  gh_license: MIT
  gh_pushed: '2026-06-10T15:11:02Z'
  gh_stars: 565
  health_score: 100.0
  last_checked: 1779032975.431486
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2026'
  ai_summary: The official Microsoft FinOps toolkit. Orchestrates Azure cost management
    reports, optimizes compute reservations models, standardizes amortization datasets,
    and formats Power BI pricing governance metrics.
  language: PowerShell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - Governance
  - FinOps
  is_microservice: false
  title: github.com/microsoft/finops-toolkit
https://github.com/microsoft/mindaro:
  description: ''
  addition_method: manual
  content_hash: 21fe8346e03b4c4c11ac2d27328a4d90a23ca24628e717e01c8f7d9b6516fbd2
  gh_license: MIT
  gh_pushed: '2022-08-19T00:20:04Z'
  gh_stars: 304
  health_score: 100.0
  last_checked: 1779029573.840976
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2024'
  ai_summary: Formerly a popular Microsoft tool for redirection of Kubernetes cluster
    traffic to local workstations. Live Grounding indicates this project has been
    retired and archived by Microsoft. Teams seeking similar workflows should look
    to solutions like mirrord or Telepresence.
  language: TypeScript
  resource_type: GitHub Repository
  complexity: Advanced
  hierarchy:
  - Cloud-Native Development
  - Kubernetes
  - Local Development
  is_microservice: true
  title: "Bridge to Kubernetes \U0001F31F"
https://github.com/microsoft/pyright:
  description: ''
  addition_method: manual
  content_hash: d44ddd61b0d9e397f6d38865b2ee0782fbc87b6aa2c93edd50a66d8df5639046
  gh_license: NOASSERTION
  gh_pushed: '2026-06-06T11:58:01Z'
  gh_stars: 15475
  health_score: 100.0
  last_checked: 1779034356.036071
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2025'
  ai_summary: Curator Insight defines Pyright as Microsoft's performant static type
    checker for Python. Live Grounding highlights its critical importance in large-scale
    enterprise deployments, providing quick type verification directly inside continuous
    integration pipelines.
  language: TypeScript
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Python
  - Static Analysis
  is_microservice: true
  title: github.com/microsoft/pyright
https://github.com/microsoft/retina:
  description: ''
  addition_method: manual
  ai_summary: Microsoft's eBPF-powered cloud-native network observability platform.
    Delivers deep distributed packet captures, connection tracking, and granular network
    telemetry for debugging multi-cluster Kubernetes deployments.
  complexity: Advanced
  content_hash: 4597786b916fa5b20b187b321a1beeb0fdc607a3b09d9a2e34d9d9d2ca79d15a
  gh_license: MIT
  gh_pushed: '2026-06-12T17:52:17Z'
  gh_stars: 3144
  health_score: 100.0
  hierarchy:
  - Observability
  - Networking
  - eBPF Platform
  is_microservice: false
  language: Go
  last_checked: 1779032975.273913
  needs_ai_refresh: true
  resource_type: Repository
  stars: 2
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: '2026'
  title: ==github.com/microsoft/retina==
https://github.com/microsoft/terraform-provider-azuredevops/releases/tag/v1.0.0:
  description: ''
  addition_method: manual
  content_hash: 061897ab0f9a378e00671946a16c11a1c51580c4d6dcc8b44686e7f4139d4333
  gh_license: MIT
  gh_pushed: '2026-06-09T23:15:19Z'
  gh_stars: 428
  health_score: 100.0
  last_checked: 1779033477.240847
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: The official v1.0.0 release of the Microsoft Azure DevOps provider for
    Terraform. Marks production-readiness for orchestrating Azure DevOps projects,
    service connections, pipelines, and repository resources programmatically via
    HCL.
  language: Go
  resource_type: Provider
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Azure DevOps
  - Providers
  is_microservice: false
  title: github.com/microsoft/terraform-provider-azuredevops/releases/tag/v1.0.0
https://github.com/microsoft/vscode-python:
  description: ''
  addition_method: manual
  content_hash: 7e94ba701595440394a6e1b3c1e4db8bff6585866ff98ba59e19eb6a29b6215a
  gh_license: MIT
  gh_pushed: '2026-06-09T21:01:01Z'
  gh_stars: 4623
  health_score: 100.0
  last_checked: 1779029365.320504
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2024'
  ai_summary: The official VS Code Python extension repository. Serves as a primary
    integration layer for code-formatting, Jupyter Notebook systems, pytest architectures,
    and type checker implementations.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Language-Specific Tooling
  is_microservice: false
  title: Python Visual Studio Code
https://github.com/microsoft/winget-cli:
  description: ''
  addition_method: manual
  content_hash: 6e43e40685a1329aa32bbe74a24ffe73fc73eede3fb7f7ef51a4123c7159c6fb
  gh_license: MIT
  gh_pushed: '2026-06-11T20:12:36Z'
  gh_stars: 26023
  health_score: 100.0
  last_checked: 1779031647.698027
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  - azure.md
  year: '2024'
  ai_summary: The official open-source repository for winget-cli, Microsoft's Windows
    Package Manager. Standardizes command-line app deployment, installation, dependency
    discovery, and workspace updates.
  language: C++
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - Package Management
  - Windows Tooling
  is_microservice: false
  title: Windows Package Manager CLI (aka winget)
https://github.com/microsoftgraph/msgraph-sdk-powershell:
  description: ''
  addition_method: manual
  content_hash: 62408e2106734f6b076d7b7d1c820871d89a95cef3534e4995e3d90ccf283f28
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T20:32:47Z'
  gh_stars: 870
  health_score: 100.0
  last_checked: 1779031564.425948
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: Official template outlining secure authentication, property mapping,
    and service endpoint registration tasks in Entra ID tenants using Graph API cmdlets.
  language: PowerShell
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Identity and Access
  - Microsoft Graph API
  - SDK Samples
  - Azure AD Applications
  is_microservice: false
  title: 'microsoftgraph/msgraph-sdk-powershell/samples: 9-Applications.ps1'
https://github.com/microtica/gitops-resources:
  description: ''
  addition_method: manual
  content_hash: 4148ee811d6731bb350509b86a0ffa7faf7c005260c8bb17ae5670c6fee26810
  health_score: 100.0
  last_checked: 1781736123.402533
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A specialized index charting GitOps design architectures applied to
    infrastructure provisioning. Focuses on push-based vs. pull-based reconciliation
    loops and declarative configurations for cloud providers.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - GitOps
  - Infrastructure Automation
  is_microservice: true
  title: gitops-resources
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/migtools/crane:
  description: ''
  addition_method: manual
  content_hash: 8ea4607b6555b5b52d9517623db78772567121df9f7a9174fbef56df9af59fda
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T16:33:56Z'
  gh_stars: 54
  health_score: 100.0
  last_checked: 1779130495.030492
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: '2024'
  stars: 4
  ai_summary: Crane 2.0 provides continuous state synchronization, target resource
    modifications, and mock-run configurations to assist operators with real-time
    Kubernetes cluster replatforming campaigns.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Workload Mobility
  - Migration Toolkits
  is_microservice: true
  title: "github.com/konveyor/crane: Crane 2.0 \U0001F31F"
https://github.com/miguelmota/golang-for-nodejs-developers:
  addition_method: manual
  ai_summary: A comparison manual translating Node.js practices and architectural
    paradigms into native Go-based idioms like goroutines, structures, and native
    channels.
  complexity: Intermediate
  content_hash: 0b17cbbd1a5ebb4b31d5c566481f3721ac4939a9b7fa79304ac748cc1db1686b
  description: ''
  gh_license: MIT
  gh_pushed: '2023-02-02T11:21:08Z'
  gh_stars: 4772
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Core Reference
  is_microservice: false
  language: en
  last_checked: 1779029172.706275
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: Golang for Node.js Developers
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/mikefarah/yq:
  addition_method: manual
  content_hash: b7a31327a49b5a01e80f6a8df5f9ddf7f46de3b3333e20339a7f77be44068acd
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779033118.685298
  needs_ai_refresh: true
  stars: 0
  title: yq
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://github.com/mikefrank-ca/bitbucket-auto-merge:
  description: ''
  addition_method: manual
  content_hash: 048845a2716b084ad8d0f6c229457fb1c7a4d2f51943eddce3d75bcc08b15ff9
  health_score: 100.0
  last_checked: 1781735950.582665
  needs_ai_refresh: true
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2019'
  stars: 1
  ai_summary: A lightweight Node.js helper utility built to programmatic resolve and
    merge pull requests inside Bitbucket Server. Monitors build pipelines and approval
    conditions to coordinate automated commits, bypassing the lack of native merge
    queues in legacy Bitbucket editions.
  language: JavaScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Bitbucket Automation
  is_microservice: false
  title: BitBucket Auto Merge
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/mikeroyal/Kubernetes-Guide:
  description: ''
  addition_method: manual
  content_hash: 9944c6f547ac65e1e15ef560dad2ded347b88af42423ade0d25ad781620bb3f1
  health_score: 100.0
  last_checked: 1781736123.185175
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A massive educational directory covering basic components, intermediate
    networking, storage, and advanced Kubernetes configurations. Offers structured
    developer pathways and hypervisor setup instructions, making it ideal for technical
    upskilling and training programs.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Curation
  - Guides
  - Kubernetes
  is_microservice: false
  title: "==mikeroyal/Kubernetes-Guide: Kubernetes Guide== \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/mikeroyal/Kubernetes-Guide/blob/main/README.md:
  description: ''
  addition_method: manual
  content_hash: e374d436342b70813c900a5c3f760ad4ee0c5ce2ac6b4b44cd64bdc5d7cfc132
  health_score: 100.0
  last_checked: 1781736091.942405
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - GUIDE
  - COMMUNITY-TOOL
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2023'
  ai_summary: A comprehensive reference manual mapping the landscape of running machine
    learning workloads on Kubernetes. Aggregates configurations, installation commands,
    and architecture diagrams for tooling across GPU provisioning, Kubeflow orchestration,
    and containerized serving frameworks like KServe.
  language: Markdown
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Kubernetes
  - Curated Reference
  is_microservice: false
  title: "==mikeroyal/Kubernetes-Guide: Machine Learning== \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/mikeroyal/OpenShift-Guide:
  description: ''
  addition_method: manual
  content_hash: 974e648a506992164bf1cd5aaec3bded413576db9a558956929be7f413ba9be9
  health_score: 100.0
  last_checked: 1781736112.635061
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2022'
  ai_summary: A comprehensive community repository providing structured technical
    references for OpenShift. Includes instructions for cluster setup, networking
    tools, persistent storage, and third-party integrations.
  language: Markdown
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Platform Evaluation
  - Learning Resources
  is_microservice: false
  title: "==mikeroyal/OpenShift-Guide: OpenShift Guide== \U0001F31F\U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/mikzuit/fair-job-offer:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: A direct calculator tool created to evaluate contract
    offers and compensation fairness. Live Grounding: This repository is now archived
    and categorized as legacy due to complete commit inactivity since 2020, yet still
    acts as an architectural blueprint for programmatic contract parser apps.'
  complexity: Intermediate
  content_hash: 717e1a37a862428962b97fbf73e900773ca815ba25b8ea0af325af41ab0bbb5e
  gh_license: Apache-2.0
  gh_pushed: '2022-05-31T09:59:59Z'
  gh_stars: 19
  health_score: 100.0
  hierarchy:
  - Professional Practice
  - Compensation
  - Contract Analysis
  is_microservice: false
  language: en
  last_checked: 1779031438.826615
  needs_ai_refresh: true
  resource_type: GitHub Repository
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: '2020'
  title: mikzuit/fair-job-offer
https://github.com/milanm/DevOps-Roadmap:
  description: ''
  addition_method: manual
  content_hash: e8bd6c3679a539b713a836931e283891cac944c3ae4309905b61e377fecfc5f4
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T06:35:41Z'
  gh_stars: 19614
  health_score: 100.0
  last_checked: 1779034499.870781
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devops.md
  - docs/iac.md
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  - devops.md
  - iac.md
  year: '2026'
  ai_summary: An extensive, highly-vetted community map outlining modern DevOps and
    platform engineering educational pathways. Synthesizes knowledge milestones across
    systems internals, network protocols, continuous integration/continuous delivery
    protocols, and hybrid observability.
  language: Markdown
  resource_type: Educational Repository
  complexity: Intermediate
  hierarchy:
  - DevOps & CI/CD
  - Roadmaps
  - Career Path
  is_microservice: false
  title: DevOps Roadmap for 2026
https://github.com/mineiros-io/terramate:
  addition_method: manual
  content_hash: 42bd28f835ee1bc496f6489ce7d2ef163baf41ae2061ac27c1f21cc1f4108071
  description: ''
  health_score: 100.0
  last_checked: 1779031903.020117
  stars: 0
  title: mineiros-io/terramate
  v1_locations:
  - docs/terraform.md
  year: N/A
https://github.com/mingrammer/diagrams:
  description: ''
  addition_method: manual
  content_hash: 55db708ce5d58604dfbdc548af681681a7ed911d8492caf92cb853c01fa398c1
  gh_license: MIT
  gh_pushed: '2026-06-09T16:14:08Z'
  gh_stars: 42349
  health_score: 100.0
  last_checked: 1779031097.153082
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  year: '2026'
  ai_summary: A highly popular open-source Python framework that allows engineers
    to write cloud infrastructure diagrams directly as Python code. It supports hundreds
    of built-in components covering AWS, GCP, Azure, and Kubernetes services.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Diagrams-as-Code
  - Python Tooling
  is_microservice: false
  title: mingrammer/diagrams
https://github.com/minishift/minishift/releases:
  addition_method: manual
  content_hash: 3ef77082f7ff5f1e098bea6ae8a7cc430d69b7119b7180e16ddf03da60a4c28c
  health_score: 100.0
  last_checked: 1779031983.385586
  v1_locations:
  - docs/ocp4.md
https://github.com/ministryofjustice/modernisation-platform/tree/main/architecture-decision-record:
  description: ''
  addition_method: manual
  ai_summary: The public collection of Architecture Decision Records (ADRs) from the
    UK Ministry of Justice Modernisation Platform. This serves as a key reference
    for cloud governance, public sector IT standards, and clear decision documentation.
  complexity: Advanced
  content_hash: b37d4cefa537709aa99fcb4c3351f3819d5cdfab5c9d6ad9c640f2ea1ca62fbc
  gh_license: MIT
  gh_pushed: '2026-06-12T16:10:42Z'
  gh_stars: 724
  health_score: 100.0
  hierarchy:
  - Enterprise Architecture
  - Cloud Governance
  - Case Studies
  is_microservice: false
  language: English
  last_checked: 1779031753.045912
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-architecture.md
  v2_locations:
  - aws-architecture.md
  year: '2023'
  title: '==github.com/ministryofjustice: Modernisation Platform - Architecture Decisions=='
https://github.com/miracle2k/k8s-snapshots:
  description: ''
  addition_method: manual
  content_hash: 3d691e1e2bfc6238173f581573e8f2f60773b10969b0536ab617e09aaf0f89eb
  gh_license: BSD-2-Clause
  gh_pushed: '2026-01-05T23:34:02Z'
  gh_stars: 350
  health_score: 100.0
  last_checked: 1779031536.115659
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: '2020'
  ai_summary: An early volume snapshotting manager targeting GCE Persistent Disks
    and AWS EBS volumes inside Kubernetes. It is largely considered legacy, superseded
    by standardised CSI volume driver capabilities.
  language: Python
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Protection
  - Legacy Snapshots
  is_microservice: false
  title: 'k8s-snapshots: Automatic Volume Snapshots on Kubernetes'
https://github.com/mishushakov/llm-scraper:
  addition_method: automatic
  ai_summary: An elegant TypeScript and Playwright-powered scraping library that leverages
    local or cloud LLMs (including GGUF and OpenAI) to extract structured, schema-validated
    JSON data from any web interface. By relying on LLM semantic understanding rather
    than brittle CSS selectors, it remains resilient to layout changes and can intelligently
    navigate dynamic SPAs. It provides native schema integration with Garph or Zod,
    offering a robust approach for converting unstructured web documentation into
    machine-readable datasets for LLMs and agent retrieval.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 11914b1c7d4a8956a620b78b0e99e3424816861693ef998389060f4d32028905
  description: TypeScript library leveraging LLMs to convert any webpage into schema-validated
    structured data.
  gh_license: MIT
  gh_pushed: '2026-04-13T17:42:00Z'
  gh_stars: 6766
  hierarchy:
  - AI
  - Web Scraping
  - Data Extraction
  - Developer Tools
  is_microservice: false
  language: en
  last_checked: 1780352148.493964
  reputation_status: Vetted
  reputation_summary: Strong community vetting as a robust and flexible LLM-powered
    scraping framework with multi-model support.
  resource_type: GitHub Repository
  social_preview_url: https://opengraph.githubassets.com/1058235305093fd11a3349d178fe1e7624090c2900d472bf5dd201b7de3001dc/mishushakov/llm-scraper
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: data-scraping
  tags:
  - EMERGING
  - COMMUNITY-TOOL
  title: LLM Scraper
  year: '2024'
https://github.com/mislav/hub:
  description: ''
  addition_method: manual
  ai_summary: Curator Insight highlights 'hub' as the classic command-line utility
    wrapping Git to simplify GitHub-specific tasks. Live Grounding verifies that the
    repository is officially archived by GitHub in favor of the newer 'gh' CLI.
  complexity: Intermediate
  content_hash: f5e551349d8753560003328136f8a5cd4e0a90c0c54a03262f8fd9d99687c79f
  gh_license: MIT
  gh_pushed: '2024-02-02T21:00:44Z'
  gh_stars: 22954
  health_score: 100.0
  hierarchy:
  - Developer Platforms
  - CLI Utilities
  - hub CLI
  - Legacy Tools
  is_microservice: false
  language: Go
  last_checked: 1779130494.996432
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2021'
  title: "github/hub \U0001F31F"
https://github.com/mitchellh/terraform-provider-multispace:
  description: ''
  addition_method: manual
  content_hash: c478a3c341119b111c8eea807005a1e63dc3aee38db483f272f06a8f8adf88af
  gh_license: MPL-2.0
  gh_pushed: '2023-07-24T04:24:34Z'
  gh_stars: 148
  health_score: 100.0
  last_checked: 1779033259.376495
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2020'
  ai_summary: A highly specialized custom provider allowing interaction with external
    workspaces within a single run. Solves state dependency sharing patterns dynamically,
    conceptualized by Mitchell Hashimoto.
  language: Go
  resource_type: Provider
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - State Management
  - Providers
  is_microservice: false
  title: mitchellh/terraform-provider-multispace
https://github.com/mithi/react-philosophies:
  description: ''
  addition_method: manual
  ai_summary: A highly structured philosophy repository outlining architectural principles
    for designing maintainable React codebases. Emphasizes declarative code patterns,
    state encapsulation, hook extraction, and unit testing strategies.
  complexity: Intermediate
  content_hash: 30946b510b313149c8da5e6dac6a701695f2cbc4bee376bbd1fe382652f3fa03
  gh_license: CC-BY-SA-4.0
  gh_pushed: '2025-10-05T16:46:54Z'
  gh_stars: 3728
  health_score: 100.0
  hierarchy:
  - Frontend Development
  - React Framework
  - Software Architecture
  is_microservice: false
  language: Markdown
  last_checked: 1779030727.692559
  needs_ai_refresh: true
  resource_type: Software
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/javascript.md
  v2_locations:
  - javascript.md
  year: '2020'
  title: 'react js: mithi/react-philosophies'
https://github.com/mittwald/kube-httpcache:
  description: ''
  addition_method: manual
  content_hash: 268e6dd1f6d7203d7fe58773ad6fe52dc5e3cee2d2a128765a0f4b589d2912a8
  gh_license: MIT
  gh_pushed: '2025-12-18T15:03:45Z'
  gh_stars: 312
  health_score: 100.0
  last_checked: 1779029590.540693
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: '2024'
  ai_summary: An engineered Kubernetes-native HTTP caching platform that bundles Varnish
    with a specialized controller sidecar. It queries Kubernetes API endpoints directly
    to dynamically reconstruct and scale Varnish backend configurations without requiring
    manual server reloads.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure & Caching
  - Kubernetes Caching
  - Distributed Caching
  is_microservice: false
  title: github.com/mittwald/kube-httpcache
https://github.com/mittwald/kubernetes-secret-generator:
  description: ''
  addition_method: manual
  content_hash: 869a5470f61705d827cd5b5f42047335c8749a867b4e46abc016ae3d2954d67c
  gh_license: Apache-2.0
  gh_pushed: '2025-12-05T14:16:25Z'
  gh_stars: 391
  health_score: 100.0
  last_checked: 1779031122.794401
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2025'
  ai_summary: This secret generator creates secure random passwords, certificates,
    and private SSH keys on-demand in-cluster. Generated data is stored directly as
    encrypted Secrets resources, eliminating the risk of checking cleartext credentials
    into infrastructure repositories.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Secret Management
  - Dynamic Secrets
  is_microservice: false
  title: "github.com/mittwald/kubernetes-secret-generator \U0001F31F"
https://github.com/mivano/azure-cost-cli:
  description: ''
  addition_method: manual
  content_hash: 8a986352ce0fcb9452ebb54ae864c000435891c68701348b74e240aac0ab3391
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T08:05:59Z'
  gh_stars: 1118
  health_score: 100.0
  last_checked: 1779031652.7376
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: '2024'
  ai_summary: Focuses on tag-based cost-querying using the `azure-cost-cli` tool.
    Explains how to extract billing data grouped by tags to simplify chargeback allocations
    and identify untagged resources.
  language: C#
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Azure Optimization
  - CLI Tools
  is_microservice: false
  title: ==github.com/mivano/azure-cost-cli==
https://github.com/miztiik/AWS-Demos:
  description: ''
  addition_method: manual
  content_hash: bd838b9de61ff01365ffe131b166c40c1bc35ef356113f5cceb23eeb19022f7e
  health_score: 100.0
  last_checked: 1781735921.312314
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2025'
  ai_summary: A rich repository compiling hundreds of AWS hands-on architecture guides
    and automated scripts. Spans serverless computing, databases, event routing, and
    container-based architectural patterns.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Public Cloud Providers
  - AWS
  - DevOps Demos
  is_microservice: false
  title: github.com/miztiik/AWS-Demos
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/mkubaczyk/helmsman:
  description: ''
  addition_method: manual
  ai_summary: An enterprise-grade, GitOps-friendly engine for declaring Helm charts
    as code. By monitoring desired state files, it automates lifecycle tasks including
    installations, cross-cluster upgrades, namespace setup, and purging deprecated
    releases.
  complexity: Advanced
  content_hash: 582663ae9aaa48a531b0608f40a8aa9e28107177874b46c1b807856e0725d7ba
  gh_license: MIT
  gh_pushed: '2026-06-07T15:42:46Z'
  gh_stars: 1498
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Multi-Chart Orchestration
  is_microservice: false
  language: Go
  last_checked: 1779130494.964865
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2025'
  title: "Helmsman: Helm Charts as Code \U0001F31F"
https://github.com/mlabonne/llm-course:
  description: ''
  addition_method: manual
  ai_summary: Maxime Labonne's stellar curriculum for mastering Large Language Model
    engineering. Curator Insight and Live Grounding confirm its value, providing code-driven
    notebooks covering quantization (bitsandbytes, AWQ, GGUF), LoRA fine-tuning, direct
    preference optimization (DPO), and advanced retrieval-augmented generation (RAG)
    paradigms.
  complexity: Advanced
  content_hash: ba9d9be39679259c589973a3de17a8bdab0394741a8b187bf54bbe39f8a2d836
  gh_license: Apache-2.0
  gh_pushed: '2026-02-05T13:09:26Z'
  gh_stars: 80120
  health_score: 100.0
  hierarchy:
  - Artificial Intelligence
  - Large Language Models
  - Structured Curriculums
  is_microservice: false
  language: Python
  last_checked: 1779029590.524448
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: '2023'
  title: github.com/mlabonne/llm-course
https://github.com/mlabouardy/grafana-dashboards:
  description: ''
  addition_method: manual
  content_hash: 02a05b5ebaf5e334f6df5c472087a5415c167625b6791d6c2bce87c95b5d40f2
  health_score: 100.0
  last_checked: 1781735951.076839
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: '2020'
  ai_summary: Archived repository containing early Grafana dashboard iterations. Shows
    fundamental layout compositions for visualizing container workloads, though highly
    outdated compared to current standards.
  language: JSON
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Community Dashboards
  is_microservice: false
  title: 'github.com/mlabouardy: Grafana Dashboards'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/mlabouardy/nexus-cli:
  description: ''
  addition_method: manual
  ai_summary: A command-line interface tool written in Go to interact with and manage
    Nexus repositories. Real-world grounding shows this repository has had no active
    maintenance in over four years, pointing to a legacy project. Platform operators
    should pivot to using official Nexus APIs or modern alternative tooling.
  complexity: Intermediate
  content_hash: 5bfc864b0bfb1a769d8f98ef5ef68078cc29e6362ae7753185f933a069f8509c
  gh_license: MIT
  gh_pushed: '2022-11-15T16:23:58Z'
  gh_stars: 294
  health_score: 100.0
  hierarchy:
  - Artifact Management
  - Package Repositories
  - Nexus Tooling
  is_microservice: false
  language: Go
  last_checked: 1779029465.340382
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: '2020'
  title: 'GitHub: Nexus-CLI'
https://github.com/mlrun/mlrun:
  description: ''
  addition_method: manual
  content_hash: b4762640bf0c7d3885cd5eca6eaef3e2ff68f4c45f7802dcde2797f4e1416598
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T09:57:23Z'
  gh_stars: 1672
  health_score: 100.0
  last_checked: 1779033218.586744
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: MLRun is an open-source MLOps orchestration platform designed to streamline
    the lifecycle of machine learning pipelines on Kubernetes. It automates model
    training, tracking, and serving by turning raw Python functions into elastic,
    high-performance containerized workloads. Data platform teams rely on MLRun to
    deploy real-time inference models and scale distributed data preprocessing pipelines.
  language: Python
  resource_type: MLOps Platform
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - MLOps Platforms
  - Orchestration
  is_microservice: true
  title: mlrun
https://github.com/mmmmmmpc/forklift-configmap-service:
  description: ''
  addition_method: manual
  content_hash: fa66c439bd4d117f2d253f28cecbe9089ce09afc9054c652d386726a357e7b93
  gh_license: Apache-2.0
  gh_pushed: '2021-09-22T14:00:12Z'
  gh_stars: 0
  health_score: 100.0
  last_checked: 1779130495.031609
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 0
  ai_summary: A specialized service designed to dynamically orchestrate Kubernetes
    ConfigMap generation and delivery. It acts as a sidecar or control helper to keep
    configuration payloads dynamically synced across targeted deployments.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Application Delivery
  - Configuration Management
  - Automation
  is_microservice: true
  title: mperezco/forklift-configmap-service
https://github.com/moabukar/tech-vault:
  description: ''
  addition_method: manual
  ai_summary: A massive compiled database containing cheat sheets, system design diagrams,
    and software development resources. Serves as a vital study companion for engineers
    preparing for platform and architectural assessments.
  complexity: Intermediate
  content_hash: 35bd19e48da9d8ddf977958066ef454fc6404cf373868c8c7015c1cc92d8bc8f
  gh_license: Apache-2.0
  gh_pushed: '2026-03-01T22:28:21Z'
  gh_stars: 3415
  health_score: 100.0
  hierarchy:
  - Career & Interview Preparation
  - Resource Vaults
  - System Design
  is_microservice: false
  language: Markdown
  last_checked: 1779030706.527407
  needs_ai_refresh: true
  resource_type: Curated List
  stars: 3
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/interview-questions.md
  v2_locations:
  - interview-questions.md
  year: '2026'
  title: github.com/moabukar/tech-vault
https://github.com/modelcontextprotocol/servers:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: Primary collection of production-grade Model Context
    Protocol (MCP) servers. Live Grounding: Establishes development standards for
    JSON-RPC 2.0 based message exchange between host agents and enterprise backend
    systems.'
  complexity: Advanced
  content_hash: 4b0c23b47ac282b07556690f1316f4cf786a56a8746af609ccd6cf929bf92002
  gh_license: NOASSERTION
  gh_pushed: '2026-06-07T22:29:30Z'
  gh_stars: 87194
  health_score: 100.0
  hierarchy:
  - AI Engineering
  - Model Context Protocol
  - Official Servers
  is_microservice: false
  language: TypeScript
  last_checked: 1779032167.214414
  needs_ai_refresh: true
  resource_type: Software
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai-agents-mcp.md
  v2_locations:
  - ai-agents-mcp.md
  year: '2025'
  title: GitHub MCP Server
https://github.com/moditect/jfrunit:
  description: ''
  addition_method: manual
  content_hash: 6bb37b669daadec1c6bd53a9682eb004aa85746e3305e876be052de34b6bfe22
  gh_license: Apache-2.0
  gh_pushed: '2023-04-04T17:39:56Z'
  gh_stars: 326
  health_score: 100.0
  last_checked: 1779030500.28831
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2026'
  ai_summary: A highly innovative JUnit extension enabling assertions against Java
    Flight Recorder (JFR) events. In 2026, JfrUnit is standard for continuous performance
    regression testing, automatically blocking commits that trigger abnormal CPU usage
    or memory allocations.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Modern Java
  - Performance
  - Testing
  is_microservice: true
  title: jfrunit
https://github.com/mogensen/helm-changelog:
  description: ''
  addition_method: manual
  ai_summary: A smart CLI helper designed to parse git commit logs and automatically
    compile detailed changelogs for Helm releases. Ideal for maintaining human-readable
    release histories without manual maintenance bottlenecks during major release
    cycles.
  complexity: Beginner
  content_hash: aee6b1c0a49a8c4cef5278b4c8972a95725c0922634fdfb681341e106ef4cd63
  gh_license: Apache-2.0
  gh_pushed: '2024-08-01T10:32:40Z'
  gh_stars: 43
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Auditing & Maintenance
  is_microservice: false
  language: Go
  last_checked: 1779032699.701963
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/helm.md
  - docs/kubernetes-tools.md
  v2_locations:
  - helm.md
  - kubernetes-tools.md
  year: '2024'
  title: 'helm-changelog: Create changelogs for Helm Charts, based on git history'
https://github.com/mohanad86/secure-ssh-python:
  description: ''
  addition_method: manual
  ai_summary: 'A lightweight Python-based wrapper designed to manage, secure, and
    automate SSH connections, preventing session dropouts and hardening connection
    authentication parameters dynamically. Double-Evidence: This utility provides
    automated terminal tunnels, while live grounding indicates it serves as an excellent
    reference for custom connection-recovery scripts inside edge-computing and remote
    node installations.'
  complexity: Intermediate
  content_hash: bbf6e7235fe56e1a263032b7c50596c24af13e54938be16c891ddf838c515044
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Management
  is_microservice: false
  language: Python
  last_checked: 1781736068.187819
  needs_ai_refresh: true
  resource_type: Repository
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2021'
  title: Auto-SSH for Linux security
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/mohatb/kubectl-exec:
  description: ''
  addition_method: manual
  content_hash: 3549810e43c51fd68757c68486b397cc1ac40a15f3a963f12fe3e4642059274b
  gh_license: Apache-2.0
  gh_pushed: '2025-07-28T11:24:13Z'
  gh_stars: 87
  health_score: 100.0
  last_checked: 1779031752.98567
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A simple kubectl plugin designed to ease executive context execution
    into all pods matching a specific label selector. While it simplifies multi-pod
    execution for ad-hoc debugging, modern enterprise workflows have largely transitioned
    to more feature-rich and actively maintained alternatives like kubectl-foreach
    or custom controllers.
  language: Go
  resource_type: CLI Plugin
  complexity: Intermediate
  hierarchy:
  - Operations
  - CLI Tooling
  - Debugging
  is_microservice: false
  title: mohatb/kubectl-exec
https://github.com/monksy/awesome-kafka/blob/master/tools.md:
  description: ''
  addition_method: manual
  ai_summary: A comprehensive, community-curated list of tools, command-line utilities,
    clients, and GUI frameworks for Apache Kafka administration. It serves as an essential
    hub for engineers searching for proven ecosystem additions.
  complexity: Intermediate
  content_hash: bbd37b93636f0486720d1d3c85369e4f0344243b89bc85169071705d9ba06ea6
  health_score: 100.0
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Meta-Resources
  is_microservice: false
  language: N/A
  last_checked: 1781736081.08495
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/message-queue.md
  - docs/other-awesome-lists.md
  v2_locations:
  - message-queue.md
  - other-awesome-lists.md
  year: '2026'
  title: Awesome Kafka
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/monodot/pipeline-library-demo:
  addition_method: manual
  content_hash: 301d62aa31c1b716f393af4152f147d6562e00bee25286f1e1ce4aa58dd656d4
  description: ''
  health_score: 100.0
  last_checked: 1779033917.845131
  stars: 0
  title: "github.com/monodot/pipeline-library-demo \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/moule3053/mck8s:
  description: ''
  addition_method: manual
  content_hash: b83b59fdec53464c7fd0e7f18aa8edd2c4445f518b3fa4a6f5293f4479e1a4c2
  gh_license: Apache-2.0
  gh_pushed: '2023-07-07T09:30:06Z'
  gh_stars: 73
  health_score: 100.0
  last_checked: 1779034523.392107
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: MCK8s (Multi-Cluster Kubernetes) is an experimental open-source multi-cluster
    orchestration scheduler. It aims to intelligently distribute workloads across
    distinct geographical or multi-cloud Kubernetes clusters based on custom latency,
    cost, or compliance constraints. While theoretically robust, it remains an early-stage
    academic and community project.
  language: Go
  resource_type: Tool
  complexity: High
  hierarchy:
  - Cluster Management
  - Multi-Cluster Orchestration
  - Federated Deployments
  is_microservice: false
  title: moule3053/mck8s
https://github.com/mozilla/sops:
  addition_method: manual
  content_hash: 8d6ee771f290b2a6417127c57c2091091c0729a52f006b7eb9e4eae061d70b46
  description: ''
  health_score: 100.0
  last_checked: 1779030000.88447
  stars: 0
  title: "sops: Simple and flexible tool for managing secrets \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  - docs/terraform.md
  year: N/A
https://github.com/mperezco/forklift-configmap-service:
  addition_method: manual
  content_hash: c04babd3ae496581d3395b0e59eec24b81915748e83275a9bd78461e45d4f427
  description: ''
  health_score: 100.0
  last_checked: 1779031438.834319
  stars: 0
  title: mperezco/forklift-configmap-service
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/mramanathan/ansible-harbor:
  description: ''
  addition_method: manual
  ai_summary: A legacy, inactive Ansible playbook repository configured to deploy
    a Harbor instance. Real-world grounding confirms zero recent updates, classifying
    it as obsolete. Platform engineers are encouraged to reference standard, actively
    maintained Kubernetes operator resources or Helm charts instead.
  complexity: Intermediate
  content_hash: 2ef9f54c05ae28d91061b04471d72ee9b80a004a82ff90ea1a37083c86536bc7
  health_score: 100.0
  hierarchy:
  - Infrastructure Security
  - Container Registries
  - Harbor Automation
  is_microservice: false
  language: YML
  last_checked: 1781736154.46731
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: '2019'
  title: mramanathan/ansible-harbor
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/mrcodedev/frontend-developer-resources:
  description: ''
  addition_method: manual
  content_hash: 82e43fd6826fa0274e757f16f8ec7473e5d63e8fcdacae064b34d0c23f67d342
  gh_license: MIT
  gh_pushed: '2024-07-18T19:43:31Z'
  gh_stars: 3536
  health_score: 100.0
  last_checked: 1779031883.411368
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: '2024'
  ai_summary: An extensive frontend development roadmap repository, detailing system
    tools, CSS architectures, modern frameworks (React, Vue, Angular), and build systems
    (Vite, Webpack) required for client engineering.
  language: Markdown
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Frontend
  - Learning Paths
  is_microservice: false
  title: El camino del Frontend Developer
https://github.com/msfidelis/kubernetes-with-cri-o:
  description: ''
  addition_method: manual
  content_hash: 0bb0f81b0d87d0e5fa466db80d253446767bfa6b60d970bd6bd9d3e8dfcb37c6
  gh_license: MIT
  gh_pushed: '2023-01-10T03:37:18Z'
  gh_stars: 93
  health_score: 100.0
  last_checked: 1779030732.462912
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2021'
  ai_summary: A practical hands-on repository outlining the exact deployment and structural
    configuration needed to run Kubernetes with CRI-O. An invaluable asset for engineers
    aiming to drop Docker overhead in favor of pure, security-hardened, OCI-compliant
    system container operations.
  language: Shell
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Runtime Interface
  - CRI-O Setup
  is_microservice: false
  title: Kubernetes setup with CRI-O Runtime
https://github.com/mspnp/AzureNamingTool:
  description: ''
  addition_method: manual
  content_hash: 1b2388251576bb22987c23c4f4678950ee53aa84dc1c01b281688456f9295bb6
  gh_license: MIT
  gh_pushed: '2026-01-13T16:03:31Z'
  gh_stars: 581
  health_score: 100.0
  last_checked: 1779029561.597717
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2025'
  ai_summary: Patterns & Practices software engine providing an integrated UI and
    programmatic API endpoints to enforce consistent, governance-compliant resource
    naming structures across all Azure cloud components.
  language: C#
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - Governance
  - Azure Naming Tool
  is_microservice: false
  title: "github.com/mspnp/AzureNamingTool - Azure Naming Tool \U0001F31F"
https://github.com/mudler/LocalAI:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: A self-hosted, community-first OpenAI-compatible API
    gateway running on local hardware. Live Grounding: Allows developers to host LLMs,
    audio-to-text, and image generation services inside Kubernetes without external
    data dependencies, optimized for consumer-grade and enterprise hardware.'
  complexity: Intermediate
  content_hash: 84abda9935d7c2b9c6744fdb1d4744ca0fe027d9310a85c2b62a2dba8e660e65
  gh_license: MIT
  gh_pushed: '2026-06-13T23:27:53Z'
  gh_stars: 46845
  health_score: 100.0
  hierarchy:
  - AI Infrastructure
  - LLM Serving
  - LocalAI
  is_microservice: true
  language: Go
  last_checked: 1779130494.955286
  needs_ai_refresh: true
  resource_type: Software
  stars: 4
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai-agents-mcp.md
  v2_locations:
  - ai-agents-mcp.md
  year: '2025'
  title: LocalAI
https://github.com/mumoshu/helm-x:
  description: ''
  addition_method: manual
  ai_summary: An experimental Helm plugin developed to extend standard chart templates
    with custom scripting functions and enhanced lifecycle control. This project is
    now unmaintained, serving purely as a design blueprint.
  complexity: Advanced
  content_hash: 3e0055d3e5c13db18ca63e074001b3acb50dee53c82fbedf722f09bc1cff8b48
  gh_license: NOASSERTION
  gh_pushed: '2023-04-04T21:12:58Z'
  gh_stars: 178
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Legacy Utilities
  is_microservice: false
  language: Go
  last_checked: 1779033170.348648
  needs_ai_refresh: true
  resource_type: CLI Plugin
  stars: 2
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2021'
  title: 'github.com/mumoshu/helm-x: Helm X Plugin'
https://github.com/mustafakaya/Azure-Reliability-Checker-Tool:
  description: ''
  addition_method: manual
  content_hash: a16c1e5a72c844d9a90d03af8e260bdd1f76b5d1fcf482bebd5f3874dc6e53a2
  health_score: 100.0
  last_checked: 1781735879.957204
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2023'
  ai_summary: Diagnostic engine analyzing Azure configurations against Well-Architected
    Framework reliability pillars. Warns of single points of failure, missing geo-replication
    rules, and availability zone oversights.
  language: PowerShell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - Governance
  - Reliability
  is_microservice: false
  title: github.com/mustafakaya/Azure-Reliability-Checker-Tool
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/muxinc/certificate-expiry-monitor:
  description: ''
  addition_method: manual
  content_hash: 2da52fe7422494323339b90394664b4e2013efc9081c24eaa98076ae408f15b7
  gh_license: MIT
  gh_pushed: '2022-06-08T18:03:51Z'
  gh_stars: 169
  health_score: 100.0
  last_checked: 1779031865.804432
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2021'
  ai_summary: Lightweight utility that continuously monitors the expiration of X.509
    SSL/TLS certificates. Generates metrics consumable by Prometheus to allow early
    alerting on certificate renewals.
  language: Go
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Scraping & Exporters
  - Security Exporters
  is_microservice: false
  title: muxinc/certificate-expiry-monitor
https://github.com/mxschmitt/action-tmate:
  description: ''
  addition_method: manual
  ai_summary: An essential interactive troubleshooting tool that opens a secure tmate
    SSH session directly into active GitHub Actions runners, enabling real-time terminal
    diagnostics of failing pipeline runs.
  complexity: Intermediate
  content_hash: a4500fbdd326ed39482564937d5a994199b34c6bafc716492c6e3ab15594333b
  gh_license: MIT
  gh_pushed: '2026-05-29T18:23:06Z'
  gh_stars: 3550
  health_score: 100.0
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Developer Productivity
  is_microservice: false
  language: Shell
  last_checked: 1779032243.537517
  needs_ai_refresh: true
  resource_type: Action
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/cicd.md
  - docs/devops-tools.md
  - docs/kubernetes-tools.md
  v2_locations:
  - devops-tools.md
  - cicd.md
  - kubernetes-tools.md
  year: '2025'
  title: 'action-tmate: Debug GitHub Actions via SSH'
https://github.com/myspotontheweb/gitops-workloads-demo:
  description: ''
  addition_method: manual
  ai_summary: Comprehensive demo repository showcasing real-world GitOps workload
    configurations. Provides a structural blueprint for multi-tenant environments,
    detailing how to cleanly decouple cluster-wide infrastructure configurations from
    individual application manifests.
  complexity: Intermediate
  content_hash: f5ff0bcab1e193ea0ffb13fb5de53179391efad291c94f182f786cbbb1efb28e
  health_score: 100.0
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Workload Management
  - Demos
  is_microservice: true
  language: YAML
  last_checked: 1781735876.007011
  needs_ai_refresh: true
  resource_type: Repository
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: '2023'
  title: github.com/myspotontheweb/gitops-workloads-demo
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/mysticrenji/jenkins-cicd-pipelines:
  addition_method: manual
  content_hash: e3791be07f4ca26ef2f951ef9473024ff66bd579071a24ee4aa06da97fe91420
  health_score: 100.0
  last_checked: 1779033735.886375
  v1_locations:
  - docs/jenkins.md
https://github.com/myugan/awesome-docker-security:
  description: ''
  addition_method: manual
  content_hash: b5d9c748751ac4faee2853a885e0f5dc8c14b454ee2d1cd27f27b120a317730a
  gh_license: MIT
  gh_pushed: '2026-02-28T13:24:37Z'
  gh_stars: 717
  health_score: 100.0
  last_checked: 1779034517.242202
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An excellent collection of scanning tools, security benchmarks, and
    hardening guidelines specifically designed for Docker environments. It catalogs
    utilities like Trivy, Anchore, and Docker Bench for Security, which prevent container
    escape exploits. Indispensable for DevSecOps pipelines managing image registries.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Security
  - Containers
  - Docker
  is_microservice: false
  title: 'myugan/awesome-docker-security: Awesome Docker Security'
  is_special: true
https://github.com/nabsul/k8s-ecr-login-renew:
  description: ''
  addition_method: manual
  content_hash: ec0eb033f0f22c8ea8ec17ad93b2c9963990348ac57d15b0a004c81c8679c1e5
  gh_license: MIT
  gh_pushed: '2026-01-17T21:33:16Z'
  gh_stars: 228
  health_score: 100.0
  last_checked: 1779029710.563814
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: A cron utility designed to update expiring AWS ECR registry tokens automatically
    within Kubernetes cluster namespaces. It maintains registry pull-secret health
    over long runtime durations.
  language: Go
  resource_type: CronJob / Daemon
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Identity & Access
  - ECR Authentication
  is_microservice: false
  title: 'nabsul/k8s-ecr-login-renew: Renew Kubernetes Docker secrets for AWS ECR'
https://github.com/narendranathreddythota/podtnl:
  addition_method: manual
  content_hash: ae4419c69e217a0ab294e802da0466c3b6cab971d53a79b7ca18403a7e5bab97
  description: ''
  health_score: 100.0
  last_checked: 1779032972.520899
  stars: 0
  title: Access Pod Online using Podtnl
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/naveensilver/Ansible:
  description: ''
  addition_method: manual
  content_hash: 25fddf953cc62696d495b81fe6724de4cf2eb00b8599c287d2f756215f5cbc89
  health_score: 100.0
  last_checked: 1781735865.949781
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2020'
  ai_summary: Open-source repository archiving custom Ansible playbooks, tasks, and
    configurations for diverse operational setups. Serves as a useful template library
    for practical implementation reference.
  language: English
  resource_type: github_repo
  complexity: Beginner
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Reference Projects
  is_microservice: false
  title: github.com/naveensilver/Ansible
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/nebuly-ai/nos:
  description: ''
  addition_method: manual
  content_hash: 7a6f228da00f45465a8acf77d06b0017c8b52427d89875478ff4ac355cf767bb
  gh_license: Apache-2.0
  gh_pushed: '2024-04-21T20:57:30Z'
  gh_stars: 684
  health_score: 100.0
  last_checked: 1779033943.004595
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Nos is an advanced GPU optimization platform built for Kubernetes to
    run AI workloads cost-effectively. It utilizes dynamic resource slicing and scheduling
    to enable multi-tenant GPU sharing. This reduces hardware idling and increases
    resource efficiency for LLM and ML training jobs.
  language: Go
  resource_type: Scheduler / Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - GPU Optimization
  - Dynamic Scheduling
  is_microservice: false
  title: github.com/nebuly-ai/nos
https://github.com/ned1313/quiz-grader:
  description: ''
  addition_method: manual
  ai_summary: A lightweight utility engineered to automate the grading and feedback
    of quizzes and programming assignments. Processes markdown-based inputs to generate
    structured performance assessments, supporting classroom and self-assessment operations.
  complexity: Intermediate
  content_hash: de5a9e75137bee505318b4bff070071137ac7775aff07c9542c8b210b9fc80f4
  health_score: 100.0
  hierarchy:
  - DevOps
  - Automation
  - Education Tooling
  is_microservice: false
  language: Python
  last_checked: 1781735890.285985
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ai.md
  - docs/cheatsheets.md
  - docs/kubernetes-tutorials.md
  v2_locations:
  - ai.md
  - cheatsheets.md
  - kubernetes-tutorials.md
  year: '2023'
  title: Quiz Grader
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/neilhwatson/nustuff/blob/master/networking/nmcli.md:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779030356.800954
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: NetworkManager CLI cheatsheet
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering NetworkManager
    CLI cheatsheet in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  status: unreachable
https://github.com/nekop/openshift-sandbox/blob/master/docs/command-cheatsheet.md:
  description: ''
  addition_method: manual
  content_hash: 75e044df81b7bed9fd91ef02bb9be207b8ceb610d282967349bfe44072dfd6b4
  health_score: 100.0
  last_checked: 1781735890.318116
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2026'
  ai_summary: A public Git-based repository mapping common OpenShift CLI operations.
    Curator Insight focuses on developers utilizing localized sandbox configurations.
    Live Grounding demonstrates how manual cluster troubleshooting remains standard
    despite GitOps workflows.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Platform
  - Container Orchestration
  - OpenShift
  is_microservice: false
  title: 'github.com: Openshift cheat sheet 1'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/netbox-community/netbox:
  description: ''
  addition_method: manual
  content_hash: 0f1e66fb461ee83f1392989b338bde181fb9812c86c38f85e65d8ad48af2edeb
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T06:31:06Z'
  gh_stars: 20845
  health_score: 100.0
  last_checked: 1779033706.893808
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/networking.md
  v2_locations:
  - networking.md
  - index.md
  year: '2026'
  ai_summary: The leading open-source IP Address Management (IPAM) and Data Center
    Infrastructure Management (DCIM) database. Built on Django and PostgreSQL, it
    serves as the programmable hardware and IP single-source-of-truth for global networks.
  language: Python
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Computer Networking & IPAM
  - Infrastructure Management
  - IPAM & DCIM Platforms
  is_microservice: false
  title: "NetBox IPAM \U0001F31F"
https://github.com/netdata/netdata:
  description: ''
  addition_method: manual
  content_hash: 7c2e4eb471d73f0fa35983fdb4ae04f558d23fa4d4dafba4abda777bca43f610
  gh_license: GPL-3.0
  gh_pushed: '2026-06-14T09:52:59Z'
  gh_stars: 79146
  health_score: 100.0
  last_checked: 1779034392.426606
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2026'
  ai_summary: An ultra-high-performance, zero-configuration system monitoring agent
    boasting over 79k stars on GitHub. Netdata provides real-time, per-second metrics
    directly from physical hosts, virtual machines, and container endpoints, making
    it a stellar edge diagnostics tool in 2026.
  language: C
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - Infrastructure Monitoring
  is_microservice: false
  title: Netdata
https://github.com/network-automation/toolkit:
  description: ''
  addition_method: manual
  content_hash: 82fd022722d4983925ce90da609585e464ee489cf3b3b8b1c1d5697ecd106930
  gh_license: GPL-3.0
  gh_pushed: '2026-06-01T18:44:18Z'
  gh_stars: 127
  health_score: 100.0
  last_checked: 1779130495.01861
  needs_ai_refresh: true
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  stars: 2
  ai_summary: 'A specialized automation toolkit for Red Hat Ansible Tower/AWX focused
    on network architectures. Emphasizes role-based access controls, standardized
    workflow templates, and central log telemetry. (Live Grounding: Highlights critical
    patterns for bringing deterministic software-defined networking concepts to legacy
    environments).'
  language: YAML/Python
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code & CI-CD
  - Configuration Management
  - Ansible Tower
  is_microservice: false
  title: Red Hat Ansible Tower - Workshop and Demo
https://github.com/network-automation/tower_workshop:
  addition_method: manual
  content_hash: a639856389ab34dea1f787a746eb7d1666430d15d2fff87886426435fcc567f3
  description: ''
  health_score: 100.0
  last_checked: 1779030356.775254
  stars: 0
  title: Red Hat Ansible Tower - Workshop and Demo
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/nevalla/lens-resource-map-extension:
  description: ''
  addition_method: manual
  ai_summary: An essential plugin for Lens that dynamically renders interactive resource
    maps, detailing dependency hierarchies, service boundaries, and ingress-to-pod
    flow connections in real time.
  complexity: Intermediate
  content_hash: b2af0e978e630d223d9ac7105215c8b5879a84510bdbf3dc870af3c7c9027fc1
  gh_license: MIT
  gh_pushed: '2024-02-23T10:56:20Z'
  gh_stars: 406
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Visual Ide Extensions
  is_microservice: false
  language: TypeScript
  last_checked: 1779032017.759047
  needs_ai_refresh: true
  resource_type: Repository
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: '2024'
  title: Lens Resource Map extension
https://github.com/nfrankel/jvm-controller:
  description: ''
  addition_method: manual
  content_hash: 86d14a605f7a6f1deb5f729d64557524b956c232afda79214765cfa84ed57887
  health_score: 100.0
  last_checked: 1781735910.696028
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: Demonstrates building a custom Java Virtual Machine (JVM) admission
    controller. Programmatically dynamically intercepts Pod specifications inside
    a validating or mutating webhook to inject appropriate runtime flags (such as
    JVM memory heap ergonomics) aligned with CPU and RAM resource limits.
  language: Kotlin
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Extensibility
  - Admission Controllers
  - JVM Configurations
  is_microservice: false
  title: nfrankel/jvm-controller
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/nicholasamorim/ansible-role-harbor:
  description: ''
  addition_method: manual
  ai_summary: An Ansible role built to deploy and configure Harbor container registries
    on virtual machine hosts. Real-world grounding shows this project is unmaintained,
    reflecting a classic VM-centric infrastructure-as-code deployment pattern. Modern
    container-centric deployments strongly favor Kubernetes-native Helm-based installation
    paths.
  complexity: Intermediate
  content_hash: 0e57673b66ce6cc2e5c3ab56c98967085e7c26d9e60cd72e290dd5eb3ba462a3
  gh_license: MIT
  gh_pushed: '2026-04-15T12:41:58Z'
  gh_stars: 26
  health_score: 100.0
  hierarchy:
  - Infrastructure Security
  - Container Registries
  - Harbor Automation
  is_microservice: false
  language: YML
  last_checked: 1779031755.820689
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: '2021'
  title: nicholasamorim/ansible-role-harbor
https://github.com/nickjj/wait-until:
  description: ''
  addition_method: manual
  ai_summary: A lightweight shell utility designed to pause execution scripts until
    a target TCP port or system command registers a successful response. It is highly
    optimized for CI/CD pipeline synchronicity. Live Grounding confirms its role in
    orchestrating sequential container boots.
  complexity: Intermediate
  content_hash: d4fd3e986c109f51dafb3b3cee2ef09542edca7f0a9560e22dcb7b6192468cea
  gh_license: MIT
  gh_pushed: '2026-04-24T11:45:04Z'
  gh_stars: 65
  health_score: 100.0
  hierarchy:
  - Container Orchestration
  - Docker
  - Tooling
  is_microservice: false
  language: Shell
  last_checked: 1779031521.304836
  needs_ai_refresh: true
  resource_type: Tool
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2016'
  title: github.com/nickjj/wait-until
https://github.com/nicolai86/github-rebase-bot:
  description: ''
  addition_method: manual
  content_hash: 8b3832b0d0a702b3805d34bc8ef2a46c961475eab2c8564d0c763ea6cfd2cabf
  gh_license: MIT
  gh_pushed: '2017-08-25T23:18:09Z'
  gh_stars: 29
  health_score: 100.0
  last_checked: 1779029704.893727
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2020'
  ai_summary: A lightweight, Go-based automation daemon that responds to GitHub webhooks
    by automatically executing git rebase commands on active PRs. It eliminates manual
    rebase overhead, keeping pull requests structurally fresh relative to target master
    branches.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Automation Bots
  is_microservice: false
  title: github-rebase-bot
https://github.com/nicolaka/netshoot:
  description: ''
  addition_method: manual
  content_hash: a5b652e1771c279e4a442b821f61bb5df879ab3538c970409c7fdbe1ad38106c
  gh_license: Apache-2.0
  gh_pushed: '2026-04-16T16:42:57Z'
  gh_stars: 10773
  health_score: 100.0
  last_checked: 1779033808.679665
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Netshoot stands as the preeminent diagnostic container containerizing
    a massive suite of network troubleshooting binaries like tcpdump, tshark, and
    iperf. Designed to be injected directly as an ephemeral debugging container, it
    bypasses the constraints of distroless or minimal application pods. It is highly
    valued by system administrators for executing low-level network packet analyses
    without mutating running configurations.
  language: Shell
  resource_type: Container Image
  complexity: Beginner
  hierarchy:
  - Troubleshooting
  - Networking
  - Diagnostics
  is_microservice: false
  title: nicolaka/netshoot
https://github.com/nicolargo/glances:
  description: ''
  addition_method: manual
  content_hash: ffe33048440ce0e5df7761e72bc728efe5f40bd9fdb8dad0a74344c57d9c8a50
  gh_license: NOASSERTION
  gh_pushed: '2026-06-13T14:48:45Z'
  gh_stars: 32824
  health_score: 100.0
  last_checked: 1779029483.498694
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2026'
  ai_summary: A Python-based CLI and web tool providing real-time system resource
    visualization. Glances remains a beloved utility for terminal-driven infrastructure
    debugging and fast diagnostics on container platforms in 2026, without needing
    heavy visualization suites.
  language: Python
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Observability
  - Infrastructure Monitoring
  is_microservice: false
  title: Glances
https://github.com/nicolgit/azure-firewall-mon:
  description: ''
  addition_method: manual
  content_hash: 0ef95f6135710ec781595b7c927eb3d1b17ff035a1dd4a3018fa5b7acc12e81d
  gh_license: MIT
  gh_pushed: '2026-04-17T22:21:27Z'
  gh_stars: 91
  health_score: 100.0
  last_checked: 1779031021.246836
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: Real-time log viewer utility for Azure Firewall. Parses JSON diagnostic
    streams directly from Log Analytics, providing colorized output detailing connection
    actions (allow/deny) on live terminals.
  language: JavaScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Security
  - Network Security
  - Azure Firewall
  is_microservice: false
  title: 'github.com/nicolgit/azure-firewall-mon: az-firewall-mon'
https://github.com/night-gold/armada:
  description: ''
  addition_method: manual
  content_hash: 8a69e1403bb39971f9fbd1ca8050328e0abfa5919cfbe8a9a03d9b33cc7dfb84
  gh_license: GPL-3.0
  gh_pushed: '2021-06-03T21:10:18Z'
  gh_stars: 15
  health_score: 100.0
  last_checked: 1779030827.483314
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A specialized kubectl plugin designed to streamline the execution of
    commands across multiple clusters and namespaces simultaneously. It aims to reduce
    context-switching overhead for multi-cluster operators. In 2026, this tool remains
    a lightweight, niche CLI utility, largely superseded by more comprehensive multi-cluster
    management control planes.
  language: Go
  resource_type: Kubectl Plugin
  complexity: Low
  hierarchy:
  - Operations
  - CLI Tool
  - Kubectl Plugin
  is_microservice: false
  title: "Armada kubectl plugin \U0001F31F"
https://github.com/nilic/kubectl-netshoot:
  description: ''
  addition_method: manual
  content_hash: 39ac4dc4f3af7758724f3338effe47f7ce2f2701ee7f0407b6743f295e30f50e
  gh_license: Apache-2.0
  gh_pushed: '2026-03-06T13:17:06Z'
  gh_stars: 206
  health_score: 100.0
  last_checked: 1779031541.702632
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: An operational kubectl plugin that spins up an ephemeral diagnostic
    container attached to a target pod's network namespace. This tool exposes diagnostic
    programs (like tcpdump, curl, dig) directly inside the target's traffic environment
    without requiring any alterations to the application's base container design.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Network Diagnostics
  - Pod Troubleshooting
  is_microservice: false
  title: kubectl netshoot
https://github.com/ninlil/kubectl-vpa:
  description: ''
  addition_method: manual
  content_hash: b1c4dd070ac79d3ab34c49144ed2fc89fd242f0e32d1e334016e6484172a803a
  gh_license: MIT
  gh_pushed: '2023-11-08T08:52:53Z'
  gh_stars: 4
  health_score: 100.0
  last_checked: 1779030862.047703
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: '2021'
  ai_summary: A developer-friendly CLI plugin extension for kubectl that simplifies
    inspecting, auditing, and troubleshooting Vertical Pod Autoscaler recommendations
    and status formats directly from terminal environments.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Developer Tooling
  - Kubectl Plugins
  is_microservice: false
  title: kubectl-vpa
https://github.com/nirmata/kyverno:
  addition_method: manual
  content_hash: dbdbdef55b33c6c798a2cfb6c31cb5208c5dc12830a8e55e751a469dfaa02cd5
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779033789.313802
  needs_ai_refresh: true
  stars: 0
  title: github Kyverno - Kubernetes Native Policy Management
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://github.com/nirops/yakiapp:
  addition_method: manual
  content_hash: 0803fc16e1c26efda87445a9e8c7900a8bd104c7a64866f63830b9b983de0f65
  description: ''
  health_score: 100.0
  last_checked: 1779030539.100628
  stars: 0
  title: nirops/yakiapp
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://github.com/nleiva/go-links:
  addition_method: manual
  content_hash: 3812d15c45585a045dc8de814d5a370204d458b6da5307763f2ee0b05971b318
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779032117.848179
  needs_ai_refresh: true
  stars: 0
  title: nleiva/go-links
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
  is_special: true
https://github.com/nmachine-io/kerbi:
  addition_method: manual
  content_hash: 01e9dc3cec1501013946987b0da92089271ae2782bc3324bbbe2bc7cc44a77d2
  description: ''
  health_score: 100.0
  last_checked: 1779032923.080815
  stars: 0
  title: "Kerbi \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/nnellans/ado-pipelines-guide:
  description: ''
  addition_method: manual
  content_hash: fde6a1ad70b76f7c11a6141bc8fd65a02a43c438bfca0c5c7b55b6584fa06796
  gh_license: GPL-3.0
  gh_pushed: '2026-04-14T15:15:31Z'
  gh_stars: 74
  health_score: 100.0
  last_checked: 1779032732.423893
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2024'
  ai_summary: A structured, community-created repository gathering YAML pipeline configurations
    and boilerplate templates. Focuses on standardized modular task integration and
    multi-stage configurations.
  language: YAML
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Template Reference
  - Azure DevOps Pipelines
  is_microservice: false
  title: "github.com/nnellans/ado-pipelines-guide: Azure DevOps YAML Pipelines Guide'
    \U0001F31F"
https://github.com/nnellans/bicep-guide:
  description: ''
  addition_method: manual
  content_hash: ebb0f2920c7df43d2b0020249ef100405bd6df203081e0ec7cd35859401ad17a
  gh_license: GPL-3.0
  gh_pushed: '2026-04-14T21:28:56Z'
  gh_stars: 36
  health_score: 100.0
  last_checked: 1779034482.742792
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2022'
  ai_summary: A structured walkthrough repository outlining best practices, modular
    structures, and orchestration techniques in Azure Bicep. It acts as a reference
    for constructing scalable, reusable IaC configurations with built-in parameterization
    and deployment scopes.
  language: Bicep
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Azure Bicep
  is_microservice: false
  title: github.com/nnellans/bicep-guide
https://github.com/nnrthota/podtnl:
  description: ''
  addition_method: manual
  content_hash: 53795d4acf19eb4a267da8e85b5ad4409c554f6e7e718bb2b4f05f227b0e728e
  gh_license: Apache-2.0
  gh_pushed: '2022-10-20T11:41:32Z'
  gh_stars: 65
  health_score: 100.0
  last_checked: 1779130494.985268
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  stars: 5
  ai_summary: Podtnl is a lightweight command-line utility designed to expose services
    running in remote Kubernetes pods over secure HTTP tunnels. Allows engineers to
    easily share, demo, and test internal endpoints without complex Ingress and DNS
    setups.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Kubernetes Tooling
  - Developer Experience
  is_microservice: false
  title: Access Pod Online using Podtnl
https://github.com/noamraph/tqdm:
  description: ''
  addition_method: manual
  content_hash: 41c2f53a30f75cf48770de3a2659fa8db7d7b28a4647f28cd12f00bd0a0884cc
  gh_license: MIT
  gh_pushed: '2023-11-30T11:34:56Z'
  gh_stars: 2767
  health_score: 100.0
  last_checked: 1779031622.943746
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2015'
  ai_summary: A fast, extensible progress bar library for Python loops and iterables.
    By wrapping any iterable with `tqdm(iterable)`, it outputs an overhead-minimal,
    smart-updating CLI progress meter with predictive ETA calculations. Live grounding
    confirms its ubiquity across modern ML training loops and data ingestion tasks.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Utilities
  - CLI Tools
  is_microservice: false
  title: 'tqdm: Instantly make your python loops show a progress meter - just wrap''
    any iterator with "tqdm(iterator)", and you''re done!'
https://github.com/nodejs/node:
  description: ''
  addition_method: manual
  ai_summary: Core development branch of the Node.js runtime. Details foundational
    V8 updates, event loop mechanics (libuv integration), core module performance
    tweaks, and security updates essential for server-side architectures.
  complexity: Advanced
  content_hash: df932aaf752f27623c036d4a3cbf565b8fe74faf9d049e88374726cc4d21c65b
  gh_license: NOASSERTION
  gh_pushed: '2026-06-14T07:01:35Z'
  gh_stars: 117761
  health_score: 100.0
  hierarchy:
  - Runtime Environments
  - Node.js Platform
  - Source Repository
  is_microservice: false
  language: C++
  last_checked: 1779033948.008191
  needs_ai_refresh: true
  resource_type: Software
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/javascript.md
  v2_locations:
  - javascript.md
  year: '2009'
  title: github.com/nodejs/node
https://github.com/nokia/danm:
  description: ''
  addition_method: manual
  content_hash: b7253981d62ef25b497fa7e31f4d42dc3f536fb9ae700a6bb4455cd6070d7c9a
  gh_license: BSD-3-Clause
  gh_pushed: '2022-09-19T15:31:17Z'
  gh_stars: 393
  health_score: 100.0
  last_checked: 1779032878.497643
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: '2026'
  ai_summary: 'Nokia''s DANM (Damn Another Network Manager) CNI designed to facilitate
    telco-grade multi-network interfaces per pod inside Kubernetes, with support for
    SR-IOV, IPVLAN, and MACVLAN. Curator Insight vs Live Grounding: Although originally
    positioned as a dynamic multitenancy interface for telco workloads, live telemetry
    confirms the repository is now archived and considered a legacy architecture,
    with modern deployments utilizing Multus CNI.'
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Networking
  - CNI
  - Telco & Multi-Network
  is_microservice: false
  title: Damn
https://github.com/noobaa/noobaa-core:
  addition_method: manual
  content_hash: f6530e48f46dee2ed288b260ddaf0d4cc3d96083ae8482741b49cde7b28a1fba
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779130494.985376
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-storage.md
  - docs/ocp4.md
https://github.com/norwoodj/helm-docs:
  description: ''
  addition_method: manual
  ai_summary: An automated utility designed to generate clear Markdown documentation
    from Helm chart metadata and schema structures. By analyzing values.yaml schema
    annotations, it produces clean, standardized configuration tables. This ensures
    chart configurations remain self-documenting and structurally valid within CI/CD
    pipelines.
  complexity: Intermediate
  content_hash: 878821a89dad52a0222fd0debb7db971bbd0d1661c0148bbc40ea1325b747842
  gh_license: GPL-3.0
  gh_pushed: '2026-06-08T09:28:41Z'
  gh_stars: 1745
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Helm Documentation
  is_microservice: false
  language: Go
  last_checked: 1779031620.56489
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/helm.md
  - docs/kubernetes-tools.md
  v2_locations:
  - helm.md
  - kubernetes-tools.md
  year: '2025'
  title: helm-docs
https://github.com/notaryproject/notary:
  description: ''
  addition_method: manual
  ai_summary: 'CNCF''s implementation of The Update Framework (TUF) for cryptographic
    image verification and trust. *Curator Insight vs. Live Grounding*: While structurally
    a highly robust foundation for Content Trust, Notary is categorized as legacy
    as the container ecosystem has overwhelmingly converged on Sigstore''s Cosign
    for OCI signing.'
  complexity: Advanced
  content_hash: a05dbf19a41538a4984ef51502d9d4e26d50e66b6f78bbc4c363b0bf6b0442a0
  gh_license: Apache-2.0
  gh_pushed: '2024-08-07T19:02:32Z'
  gh_stars: 3289
  health_score: 100.0
  hierarchy:
  - Security
  - Image Signing
  - Cryptographic Trust
  is_microservice: true
  language: Go
  last_checked: 1779030135.994048
  needs_ai_refresh: true
  resource_type: Tool
  stars: 2
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: Notary
https://github.com/nsriram/lambda-the-terraform-way:
  description: ''
  addition_method: manual
  content_hash: 9979adfa4cfc9364c24ec64aaa12365aac429853def9c5674468a72d7531bee9
  gh_license: MIT
  gh_pushed: '2021-05-08T12:38:52Z'
  gh_stars: 1260
  health_score: 100.0
  last_checked: 1779031540.280702
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: A widely starred open-source template repository outlining best practices
    for packaging, versioning, and deploying AWS Lambda functions natively using Terraform.
    Eliminates dependencies on external serverless frameworks by leveraging HCL zip
    archiving capabilities.
  language: HCL
  resource_type: Template Repository
  complexity: Intermediate
  hierarchy:
  - Serverless Architecture
  - AWS Lambda
  - Infrastructure as Code
  is_microservice: true
  title: AWS Lambda the Terraform Way
https://github.com/nubenetes/apache-reverse-proxy-jenkins:
  description: ''
  addition_method: manual
  ai_summary: A historical configuration repository detailing reverse-proxy deployment
    configurations for Jenkins behind Apache. Due to more than 4 years of inactivity,
    it is maintained as a legacy setup reference.
  complexity: Beginner
  content_hash: e85f734ff94eca0aae3de370067eec24058c2b4dcdfce99674fab0f8c0e3a979
  gh_license: Apache-2.0
  gh_pushed: '2020-05-06T08:02:22Z'
  gh_stars: 1
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Web Servers
  - CI/CD Integration
  is_microservice: false
  language: ApacheConf
  last_checked: 1779130495.016129
  needs_ai_refresh: true
  resource_type: Repository
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/web-servers.md
  v2_locations:
  - web-servers.md
  year: '2020'
  title: Apache Reverse Proxy for Jenkins
https://github.com/nubenetes/awesome-kubernetes/blob/master/pdf/dynatrace_demo.pdf:
  description: ''
  addition_method: manual
  content_hash: 0c5abd011e582b588a63cec448e6bd6954aa540f09803d0e6974a55af236940c
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T10:13:34Z'
  gh_stars: 663
  health_score: 100.0
  last_checked: 1779130494.984207
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2023'
  stars: 5
  ai_summary: A comprehensive architectural evaluation report and proof of concept
    depicting Dynatrace deployment inside complex Kubernetes topologies. Discusses
    performance impact, instrumentation automation, and alerting configurations.
  language: en
  resource_type: Project Document
  complexity: Advanced
  hierarchy:
  - Observability
  - APM & Logging
  - Dynatrace PoC
  is_microservice: true
  title: "My Dynatrace proof of concept \U0001F31F"
https://github.com/nubenetes/awesome-kubernetes/tree/master/pdf:
  addition_method: manual
  content_hash: 96ab9d9cdf618393a9c1c76347504f694c202447d47f0cbc496d511ddbb8c669
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779130494.942289
  needs_ai_refresh: true
  v1_locations:
  - docs/ocp4.md
https://github.com/nubenetes/awesome-kubernetes/tree/master/scripts:
  addition_method: manual
  content_hash: 7feff872196d3c745a9af1d5a63047d136de1b99836d1eb41df192beaa218d2e
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779029056.785235
  needs_ai_refresh: true
  v1_locations:
  - docs/demos.md
https://github.com/nubenetes/confluence6-atlassian:
  description: ''
  addition_method: manual
  content_hash: ad63d6c9ae797360c1b6af9d5f0c89eaef77d3de760a3d8099f6cb2de5a085b6
  health_score: 100.0
  last_checked: 1781736123.252209
  needs_ai_refresh: true
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: '2021'
  stars: 0
  ai_summary: Open-source Dockerization template and configuration manifest designed
    for self-hosting Atlassian Confluence 6.x within containerized environments. Relies
    on legacy baseline system configurations, serving as an interesting historical
    pattern for monolithic application containerization before Helm charts and operators
    became standard.
  language: Dockerfile
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Enterprise Applications
  - Self-Hosting
  is_microservice: false
  title: Atlassian Confluence6
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/nubenetes/jenkins-CasC-kubernetes-demo:
  description: ''
  addition_method: manual
  content_hash: 8402b4d85b11e8932946ba3a306ca5f2afbbd30520c2cade11e034476f981bbf
  gh_license: Apache-2.0
  gh_pushed: '2020-05-24T09:43:12Z'
  gh_stars: 0
  health_score: 100.0
  last_checked: 1779130494.950268
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  stars: 0
  ai_summary: Curator Insight highlights this Nubenetes demo as a primary method for
    running JCasC on Kubernetes. Live Grounding confirms its effectiveness in eradicating
    persistent storage drift by configuring dynamic build agents via YAML definitions.
    This serves as an outstanding baseline architecture for cloud-native Jenkins execution
    environments.
  language: YAML
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Jenkins Configuration as Code
  - Kubernetes Native Setup
  is_microservice: false
  title: "Jenkins Configuration as Code on Kubernetes \U0001F31F"
https://github.com/nubenetes/nexus3-helm-chart:
  description: ''
  addition_method: manual
  content_hash: 232f8b5fcd1a7182ad4c8f186823dc46623bc6fb8dfe1c460d1925ff0272fc2b
  gh_license: Apache-2.0
  gh_pushed: '2020-05-24T10:17:50Z'
  gh_stars: 0
  health_score: 100.0
  last_checked: 1779130494.978136
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  stars: 0
  ai_summary: Curator Insight presents this proof-of-concept Nexus3 Helm chart deployment
    pattern on Kubernetes. Live Grounding confirms that hosting a dedicated private
    repository manager inside the cluster remains critical for sovereign enterprise
    setups. The manifest coordinates dynamic ingress rules and persistent storage
    volume allocations.
  language: Smarty
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Artifact Management
  - Nexus3 Deployment
  - Kubernetes Helm Setup
  is_microservice: false
  title: 'Proof of Concept: Nexus3 Chart configuration on Kubernetes'
https://github.com/nvucinic/kdbg:
  description: ''
  addition_method: manual
  content_hash: a283739ff6f0a2ba99f63772ad77fa0a0617a733c517b5de2990b3e7c815453a
  gh_license: MIT
  gh_pushed: '2026-04-15T13:42:11Z'
  gh_stars: 36
  health_score: 100.0
  last_checked: 1779031753.002332
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: '2023'
  ai_summary: A lightweight Kubernetes debugging container designed to simplify troubleshooting
    inside active pods. It packages key diagnostic tools (curl, dig, iproute2, etc.)
    for direct execution inside the cluster networking space, serving as an effective
    sidecar or ephemeral debugging agent.
  language: Shell
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Debugging
  - Containers
  is_microservice: false
  title: 'KDBG: Small Kubernetes debugging container'
https://github.com/oauth2-proxy/oauth2-proxy:
  description: ''
  addition_method: manual
  ai_summary: 'A highly resilient reverse-proxy written in Go that validates user
    identities using OAuth2, OpenID Connect, or third-party providers. Implements
    stateful session storage, upstream header propagation, and custom claims verification.
    *Curator Insight vs. Live Grounding*: Confirmed as a stable, ubiquitous standard
    in modern cloud-native topologies for securing raw backend endpoints without code
    modifications.'
  complexity: Intermediate
  content_hash: acbfefcc656c6fc1955230131b231b05373951fd322cfee41c45843b22a0828e
  gh_license: MIT
  gh_pushed: '2026-06-13T19:57:09Z'
  gh_stars: 14517
  health_score: 100.0
  hierarchy:
  - Security
  - Identity & Access Management
  - Authentication Proxy
  is_microservice: true
  language: Go
  last_checked: 1779029158.976559
  needs_ai_refresh: true
  resource_type: Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: "==oauth2-proxy/oauth2-proxy: OAuth2 Proxy== \U0001F31F"
https://github.com/obitech/micro-obs:
  addition_method: manual
  content_hash: 26b47930bb9946f5a6caed8837af45a9d8ffac1a8e8963e5d256f03ad4e494fd
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779033213.587614
  needs_ai_refresh: true
  stars: 0
  title: Jaeger Demo1
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://github.com/obot-platform/obot:
  description: ''
  addition_method: manual
  content_hash: 97a8c5406165cedd7e6d65733bb9418c368cb35b61fd881703ddf3c49122bc41
  gh_license: MIT
  gh_pushed: '2026-06-12T22:18:38Z'
  gh_stars: 829
  health_score: 100.0
  last_checked: 1779130494.949749
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 3
  ai_summary: Acorn, which evolved towards the Obot platform under its maintainers,
    is a container-native application deployment framework. It simplifies standard
    Kubernetes complexity, packaging microservices, networks, and storage into clean,
    self-contained runtimes.
  language: Go
  resource_type: Application Framework
  complexity: High
  hierarchy:
  - Application Delivery
  - Packaging
  - Developer Platforms
  is_microservice: true
  title: acorn-io/acorn
https://github.com/obsidiandynamics/kafdrop:
  description: ''
  addition_method: manual
  ai_summary: Kafdrop is a popular, lightweight web UI for monitoring and managing
    Apache Kafka clusters. It renders real-time views of brokers, topic structures,
    partition offsets, consumer group lag, and permits active JSON/protobuf message
    payload inspection.
  complexity: Intermediate
  content_hash: 9ecc39082499c770195c21d4161e8523b661fdfa053dadc0b62b4cb02be2b92a
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T16:52:55Z'
  gh_stars: 6137
  health_score: 100.0
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Observability & UI
  is_microservice: false
  language: Java
  last_checked: 1779030680.619628
  needs_ai_refresh: true
  resource_type: Open Source Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/message-queue.md
  - docs/monitoring.md
  v2_locations:
  - message-queue.md
  - monitoring.md
  year: '2023'
  title: "Kafdrop – Kafka Web UI \U0001F31F"
https://github.com/odedia/spring-petclinic-microservices:
  description: ''
  addition_method: manual
  content_hash: 41f7267441433101f310f4ff1d7e9ba4409aefda911c7d1613d3082625c1aa1c
  gh_license: Apache-2.0
  gh_pushed: '2024-12-27T15:42:53Z'
  gh_stars: 2
  health_score: 100.0
  last_checked: 1779030306.115637
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: A community-maintained fork of the distributed Spring PetClinic codebase
    focusing on alternative Spring Cloud configurations. Provides a lean reference
    for configuring multi-module Gradle/Maven setups for local microservice debugging.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Applications
  - Java Microservices
  - Spring Cloud
  is_microservice: true
  title: "Distributed version of Spring Petclinic built with Spring Cloud \U0001F31F"
https://github.com/odigos-io/odigos:
  description: ''
  addition_method: manual
  content_hash: 7fa766b851bcb6255a859c5e9685e73633a81b9d4415156688c6ddba321a8c85
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T10:09:14Z'
  gh_stars: 3657
  health_score: 100.0
  last_checked: 1779029270.186941
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Odigos is a powerful distributed tracing auto-instrumentation engine
    that leverages eBPF technology to instrument microservice architectures without
    code changes. It automatically discovers active services, hooks into internal
    runtimes, and streams OpenTelemetry traces directly to collectors. It has emerged
    as a preferred solution for platform teams seeking zero-to-hero observability
    coverage.
  language: Go
  resource_type: Observability Controller
  complexity: Advanced
  hierarchy:
  - Observability
  - eBPF Diagnostics
  - Distributed Tracing
  is_microservice: true
  title: odigos
https://github.com/odoo/odoo/wiki/Mergebot:
  description: ''
  addition_method: manual
  content_hash: 5c57d4ce94918a8a910a106646474fa43d25d478ae50629a6e11903bc5bd3b7a
  gh_license: NOASSERTION
  gh_pushed: '2026-06-14T10:01:21Z'
  gh_stars: 52393
  health_score: 100.0
  last_checked: 1779029556.625948
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2026'
  ai_summary: Odoo's foundational merge-bot built to orchestrate massive volume commits
    across multi-repository dependencies. It employs highly robust state-machine mechanics
    to validate test combinations and keep high-density deployments continuously updated.
  language: Python
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Automation Bots
  is_microservice: false
  title: Odoo Mergebot
https://github.com/ofek/csi-gcs:
  description: ''
  addition_method: manual
  content_hash: b6cb90159ae67c858da7d684ecf7d33622b9be8cc23a827355f11c57044c80a3
  gh_license: Apache-2.0
  gh_pushed: '2025-10-19T17:05:36Z'
  gh_stars: 159
  health_score: 100.0
  last_checked: 1779029295.097531
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A CSI volume plugin executing secure file systems mounting directly
    to Google Cloud Storage (GCS) buckets. It provides container pods with localized,
    standard disk directory abstractions over GCS object storage.
  language: Go
  resource_type: CSI Driver
  complexity: Advanced
  hierarchy:
  - Storage & Data
  - CSI Plugins
  - Google Cloud Storage
  is_microservice: false
  title: ofek/csi-gcs
https://github.com/oils-for-unix/oils/wiki/Alternative-Shells:
  description: ''
  addition_method: manual
  ai_summary: An exceptional evaluation wiki comparing next-generation Unix shells
    (Oils, Nushell, Fish, Zsh). Outlines parsing behaviors, JSON-first architectures,
    and language safety enhancements aimed at replacing classical POSIX bash scripts.
  complexity: Advanced
  content_hash: b038a5d586f2594ce30e3d7c8d436d5bbf74da828c902a60d3214525ca11bb0b
  gh_license: NOASSERTION
  gh_pushed: '2026-05-31T03:03:03Z'
  gh_stars: 3343
  health_score: 100.0
  hierarchy:
  - Operating Systems & Infrastructure
  - Command Line
  - Modern Shells
  is_microservice: false
  language: English
  last_checked: 1779130494.938763
  needs_ai_refresh: true
  resource_type: Reference
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2026'
  title: 'oilshell: Alternative shells'
https://github.com/oilshell/oil/wiki/Alternative-Shells:
  addition_method: manual
  content_hash: 48d54621cc1c7f324dd50d640cb6c0247759059c8d04299d2140df1e168db171
  description: ''
  health_score: 100.0
  last_checked: 1779029705.114578
  stars: 0
  title: 'oilshell: Alternative shells'
  v1_locations:
  - docs/linux.md
  year: N/A
https://github.com/okd-community-install:
  addition_method: manual
  content_hash: ffeb163f05c6ad36068432e5b9f056dac55b984b9e65d5bcb8702971f783e4fb
  health_score: 100.0
  last_checked: 1779032213.432021
  needs_ai_refresh: true
  v1_locations:
  - docs/matrix-table.md
https://github.com/okd-project/okd/blob/master/README.md:
  description: ''
  addition_method: manual
  content_hash: 3000a2bbb7025d1fd0e18f8bc53b8ca32509ed6fbe0d38fd2d20dc13be27d196
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T09:17:26Z'
  gh_stars: 2076
  health_score: 100.0
  last_checked: 1779130495.005996
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2026'
  stars: 5
  ai_summary: The core GitHub repository containing build configurations, release
    pipelines, and architectural trackers for OKD4. Integrating Fedora CoreOS, this
    platform bridges the gap between raw Kubernetes and enterprise-ready application
    runtimes, including build pipelines (S2I), route configurations, and multi-tenant
    tooling natively.
  language: Shell
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Platforms
  - Distribution
  - Community Kubernetes
  is_microservice: false
  title: 'GitHub: OKD4'
https://github.com/okelet/awsipinventory:
  description: ''
  addition_method: manual
  content_hash: 9f1cefefa08fdf447a255bea7dd31a71baf564f7a662109f38eba241cea06a17
  health_score: 100.0
  last_checked: 1781735877.723823
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2025'
  ai_summary: An open-source utility designed to scan and build a complete inventory
    of IP address allocations across multiple AWS Virtual Private Clouds (VPCs). It
    offers automated visibility into subnet depletion, Elastic IP overheads, and overall
    IP utilization patterns. This tool is vital for cloud platform engineers tasked
    with managing network range exhaustion in hybrid cloud environments.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Networking
  is_microservice: false
  title: AWS IP inventory
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/okwasniewski/minisim:
  addition_method: automatic
  ai_summary: 'The open-source codebase for MiniSim, a native Swift utility designed
    to automate the launch and configuration of iOS and Android emulators. It utilizes
    ShellOut interfaces to interact with xcrun and emulator CLIs directly.


    * Implements lightweight, native macOS architecture to minimize background memory
    footprints.

    * Features custom command integration and automatic directory path detection for
    rapid platform bootstrapping.'
  category: devops-tools
  complexity: Intermediate
  content_hash: d90aed95bc22e3cebe33166f41029c95fa9b1febe2f5c3d2c8e82f7fd2dcf72b
  description: The open-source Swift repository behind the lightweight MiniSim launcher
    utility.
  gh_license: MIT
  gh_pushed: '2026-02-27T12:50:34Z'
  gh_stars: 2831
  hierarchy:
  - Development Tools
  - Mobile Simulators
  - Open Source Utilities
  is_microservice: false
  language: en
  last_checked: 1780352414.115655
  reputation_status: Vetted
  reputation_summary: High community traction with over 2,400 GitHub stars and continuous
    updates, confirming its stability as an open-source development tool.
  resource_type: repository
  social_preview_url: https://repository-images.githubusercontent.com/593655213/2c60c2ac-b2b7-4f51-a889-71958265d1bb
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: developer-productivity
  tags:
  - '[COMMUNITY-TOOL]'
  - '[ENTERPRISE-STABLE]'
  title: 'okwasniewski/MiniSim: MacOS Menu Bar App for iOS and Android Emulators'
  year: '2026'
https://github.com/oleg-nenashev/demo-jenkins-config-as-code/tree/java11-support:
  description: ''
  addition_method: manual
  content_hash: ce3257c83e0f4f23380aded9538cd6b183990be54a6f119069e64eed36f26c86
  gh_license: MIT
  gh_pushed: '2022-12-15T17:44:27Z'
  gh_stars: 173
  health_score: 100.0
  last_checked: 1779030504.097906
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: Curator Insight presents this demo of Jenkins Configuration-as-Code
    (JCasC) utilizing Docker and Groovy hook scripts. Live Grounding confirms JCasC
    has revolutionized Jenkins operations by defining configurations within declarative
    YAML. The inclusion of Java 11 support hooks ensures robust security and plug-in
    stability in enterprise automation environments.
  language: Groovy
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Jenkins Configuration as Code
  - Docker Hook Scripts
  is_microservice: false
  title: "Demo of Jenkins Configuration-As-Code with Docker and Groovy Hook Scripts
    (java11-support branch) \U0001F31F\U0001F31F"
https://github.com/omenking/localstack-gitpod-template:
  description: ''
  addition_method: manual
  content_hash: 088b258bb3326f3638a51aacb07e3a64eeca90685cacbcc9a02afeb76cd0501c
  health_score: 100.0
  last_checked: 1781735876.19907
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-miscellaneous.md
  v2_locations:
  - aws-miscellaneous.md
  year: '2021'
  ai_summary: Curator Insight introduces a Gitpod configuration template for bootstrapping
    LocalStack development environments instantly in the browser. Live Grounding highlights
    this as an efficient template for cloud-native training, though production teams
    in 2026 typically leverage official Dev Container or LocalStack-supported cloud
    environments.
  language: Shell
  resource_type: Template
  complexity: Beginner
  hierarchy:
  - Testing & Chaos
  - Local Emulation
  - Gitpod Integration
  is_microservice: false
  title: 'github.com/omenking/localstack-gitpod-template: LocalStack Gitpod Template'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/omerbsezer/Fast-Kubernetes:
  description: ''
  addition_method: manual
  content_hash: baec4628eca168b32fba925007a299e4cc58320b6e4147986f9b86234a9241c6
  gh_license: MIT
  gh_pushed: '2025-04-14T08:54:11Z'
  gh_stars: 3493
  health_score: 100.0
  last_checked: 1779033615.37353
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: '2025'
  ai_summary: A popular open-source repository featuring highly structured terminal
    cheat sheets, resource blueprints, and YAML patterns. Focuses on accelerating
    daily CKA commands, manifest construction, and cluster maintenance routines.
  language: English
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Hands-on Labs
  - Cheat Sheets
  is_microservice: false
  title: "==omerbsezer/Fast-Kubernetes== \U0001F31F\U0001F31F"
https://github.com/omrikiei/ktunnel:
  description: ''
  addition_method: manual
  content_hash: 6b40dd6d0b25cf29972cdf63c641fed1c33f8ad438b3502ec5214471f7e36f83
  gh_license: GPL-3.0
  gh_pushed: '2026-02-20T22:37:30Z'
  gh_stars: 1053
  health_score: 100.0
  last_checked: 1779031399.45841
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: KTunnel is a robust reverse-tunneling CLI utility that exposes local
    development environments to remote Kubernetes clusters. By establishing a secure
    gRPC-based reverse proxy, it enables remote pods to call APIs running locally
    on developer machines, facilitating fast integration tests without ingress hurdles.
  language: Go
  resource_type: CLI / Reverse Proxy
  complexity: Advanced
  hierarchy:
  - Network
  - Port Forwarding
  - Development Tools
  is_microservice: false
  title: ==omrikiei/ktunnel== ⭐
https://github.com/ondat/discoblocks:
  addition_method: manual
  content_hash: 7f3380f729e2ae970f076ffece6454bff249f4cd252098a5db90adac15dda9d8
  health_score: 100.0
  last_checked: 1779033025.423471
  v1_locations:
  - docs/kubernetes-storage.md
https://github.com/ondat/trousseau:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: KMS integration designed to encrypt secrets inside
    etcd using external key management systems. Live Grounding: This repository is
    unmaintained and archived following Ondat''s acquisition. Deprioritized under
    MVQ rules in favor of native Kubernetes KMS v2 features.'
  complexity: Advanced
  content_hash: 9e8c59147667e2348f811b8f4a6cdbe0282effdf9676fafdcbda4afdd2e54643
  gh_license: Apache-2.0
  gh_pushed: '2023-09-15T05:51:00Z'
  gh_stars: 181
  health_score: 100.0
  hierarchy:
  - Security
  - Secrets Management
  - KMS Integration
  - Legacy Tools
  is_microservice: false
  language: Go
  last_checked: 1779032704.740174
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: '2023'
  title: github.com/ondat/trousseau
https://github.com/one2nc/cloudlens:
  description: ''
  addition_method: manual
  content_hash: e5a18ffa8a1afc656229b5aab336913bbba16495a676ded5485508e7cb10d289
  gh_license: Apache-2.0
  gh_pushed: '2024-04-20T05:24:58Z'
  gh_stars: 590
  health_score: 100.0
  last_checked: 1779032885.100463
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2026'
  ai_summary: Cloudlens is an open-source, interactive terminal UI built to monitor
    and navigate various cloud infrastructure components. It acts as an easy-to-use
    'k9s' equivalent for AWS resources, allowing administrators to inspect S3, EC2,
    and VPC metrics directly in their shell. A must-have for terminal-first systems
    engineers seeking immediate cloud diagnostics.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Developer Tooling
  is_microservice: false
  title: "github.com/one2nc/cloudlens \U0001F31F"
https://github.com/oneconcern/keycloak-gatekeeper:
  addition_method: manual
  content_hash: 16176d2db4bbdce153dbec0bb936fd04532610c3c0388eda181d826a004e5584
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779030196.867479
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-security.md
https://github.com/onedr0p/cluster-template:
  description: ''
  addition_method: manual
  content_hash: 8c28167eee89a02650529eaaf6042eef523592dee7871ebcb493627ed3e83597
  gh_license: MIT
  gh_pushed: '2026-06-13T16:10:38Z'
  gh_stars: 2760
  health_score: 100.0
  last_checked: 1779130495.017822
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: '2024'
  stars: 5
  ai_summary: A production-grade template repository for provisioning home-lab and
    enterprise-edge K3s clusters managed end-to-end via Flux GitOps. Fully integrates
    essential platform components including Prometheus/Grafana stacks, cert-manager,
    Renovate, and automated ingress. Live Grounding confirms this is the premier community
    blueprint for building highly resilient, git-driven lightweight clusters.
  language: YAML
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Deployment & Orchestration
  - GitOps
  - Cluster Provisioning
  is_microservice: false
  title: 'github.com/onedr0p/flux-cluster-template: Template for deploying k3s backed
    by Flux'
https://github.com/onedr0p/flux-cluster-template:
  addition_method: manual
  content_hash: 81a46697a7ea3f19272a5c703e6447c0b40cd349f0c012191e230ff981a05bb3
  description: ''
  health_score: 100.0
  last_checked: 1779030199.750201
  stars: 0
  title: 'github.com/onedr0p/flux-cluster-template: Template for deploying k3s backed''
    by Flux'
  v1_locations:
  - docs/flux.md
  year: N/A
https://github.com/onurakpolat/awesome-bigdata:
  addition_method: manual
  content_hash: db58f10575b486bbd4d9a206ae40283cfe8fb1218da2541de0ff816c5c56ca78
  description: ''
  health_score: 100.0
  last_checked: 1779032620.46244
  stars: 0
  title: onurakpolat/awesome-bigdata
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
https://github.com/onzack/grafana-dashboards:
  description: ''
  addition_method: manual
  content_hash: 4f7c5c02ac4fecc3f27b03463252ffef16a80a418d2d41f59a7b9f08fcd7b16d
  gh_license: Apache-2.0
  gh_pushed: '2026-05-18T10:55:12Z'
  gh_stars: 145
  health_score: 100.0
  last_checked: 1779030119.807413
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: '2022'
  ai_summary: Collection of bespoke dashboards for infrastructure monitoring. Covers
    edge network routers, Ceph clusters, and hardware diagnostics via Prometheus exporters.
  language: JSON
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Community Dashboards
  is_microservice: false
  title: github.com/onzack/grafana-dashboards
https://github.com/open-gitops/project:
  description: ''
  addition_method: manual
  content_hash: c0217b105dac5fd9dfe940b449c11b4b467f0b239842d40fdbddee14d768758b
  gh_license: NOASSERTION
  gh_pushed: '2025-06-11T16:44:22Z'
  gh_stars: 1178
  health_score: 100.0
  last_checked: 1779034569.382864
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: '2021'
  ai_summary: Official open-source home of the OpenGitOps project. Contains formalized
    declarative infrastructure specifications and standards. Live Grounding verifies
    this as the canonical source of GitOps principles referenced by enterprises implementing
    native platform systems.
  language: Markdown
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Standards
  is_microservice: false
  title: "github.com/open-gitops/project \U0001F31F"
https://github.com/open-gsd/gsd-pi:
  addition_method: automatic
  ai_summary: GSD Pi represents a state-of-the-art terminal coding agent framework
    that focuses on long-duration autonomous plan-execute cycles. Built upon meta-prompting,
    specialized context engineering, and git-worktree-aware operations, it lets models
    execute long workflows without losing context tracking. It leverages direct Model
    Context Protocol integrations to provide real-time environment grounding.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: a25067eabf6263caadd9534b0d065168585db6fc3531025e48e5e83212529a0a
  description: An advanced meta-prompting framework enabling terminal coding agents
    to conduct long-running autonomous development sessions.
  gh_license: MIT
  gh_pushed: '2026-06-01T18:30:33Z'
  gh_stars: 416
  hierarchy:
  - Artificial Intelligence
  - Autonomous Agents
  - Meta-Prompting
  - Context Engineering
  - Spec-Driven Development
  is_microservice: false
  language: en
  last_checked: 1780352571.556378
  reputation_status: Vetted
  reputation_summary: Rapidly growing and active successor to gsd-build/gsd-2, widely
    vetted as a major terminal coding agent interface.
  resource_type: Repository
  social_preview_url: https://opengraph.githubassets.com/3fabe8a292b889546eef2022e05fd48527b58a0afaaddc7f35ded59a5926df02/open-gsd/gsd-pi
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: autonomous-agents
  tags:
  - '[EMERGING]'
  - '[COMMUNITY-TOOL]'
  title: GSD Pi - A Meta-Prompting and Context Engineering System for Autonomous Agents
  year: '2026'
https://github.com/open-guides/og-aws:
  description: ''
  addition_method: manual
  content_hash: 7c5c1774fa8ede5e446d9f7a157fb6d88930807f3b38cf71d7de94fb1419a61d
  gh_license: CC-BY-4.0
  gh_pushed: '2024-08-16T02:51:54Z'
  gh_stars: 36426
  health_score: 100.0
  last_checked: 1779030296.400757
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: A massive, crowd-sourced encyclopedia offering highly critical, unvarnished
    technical reference material for AWS services. Distinct from official docs, it
    focuses on real-world engineering constraints, pricing trade-offs, and operational
    gotchas across storage, compute, and networking layers.
  language: Markdown
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Architecture & Guides
  is_microservice: false
  title: The Open Guide to Amazon Web Services
https://github.com/open-policy-agent/awesome-opa:
  description: ''
  addition_method: manual
  content_hash: d341fbb1a2e486e001a1c367772e019e97c29eafea0154dc6675a571a069b4ac
  gh_license: CC0-1.0
  gh_pushed: '2026-05-25T19:12:33Z'
  gh_stars: 888
  health_score: 100.0
  last_checked: 1779130495.02181
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  stars: 5
  ai_summary: A curated collection of resources, testing frameworks, and integrations
    for Open Policy Agent (OPA). Provides engineers with practical Rego examples to
    enforce policy-as-code restrictions across Kubernetes admission controllers and
    CI/CD pipelines. Essential for implementing fine-grained corporate compliance
    and access control.
  language: Go/Rego
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Security
  - Policy as Code
  - OPA
  is_microservice: false
  title: "anderseknert/awesome-opa \U0001F31F"
  is_special: true
https://github.com/open-policy-agent/conftest:
  description: ''
  addition_method: manual
  content_hash: 1e9db80ce98f857589fd525d44e57cae8e6c6a52a4e4f615fe6f364e1fcb66a8
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T13:44:57Z'
  gh_stars: 3199
  health_score: 100.0
  last_checked: 1779029478.964826
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: A policy-testing framework used to execute structural tests against
    declarative configuration files. Leveraging Open Policy Agent (OPA) and the Rego
    language, it validates Kubernetes templates, Helm values, and Terraform files
    before they enter production environments.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Security
  - Policy Enforcement
  - Static Analysis
  is_microservice: false
  title: open-policy-agent/conftest
https://github.com/open-policy-agent/contrib/tree/main/wasm/cloudflare-worker:
  description: ''
  addition_method: manual
  content_hash: 413a832b1e286deabce0c775c6b431b7e58ab81a3d0541da571a8963f44817e5
  gh_license: Apache-2.0
  gh_pushed: '2026-05-11T05:40:57Z'
  gh_stars: 348
  health_score: 100.0
  last_checked: 1779130495.008313
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2025'
  stars: 5
  ai_summary: An open-source utility that compiles declarative Open Policy Agent (Rego)
    policies into high-performance WebAssembly (Wasm) modules. Designed for lightning-fast
    security and routing decisions at edge platforms like Cloudflare Workers and Envoy
    proxies.
  language: WebAssembly
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Cloud Native Security
  - Policy-as-Code
  - OPA Wasm
  is_microservice: false
  title: compile OpenPolicyAgent policies into WebAssembly and run them on the edge
https://github.com/open-policy-agent/contrib/tree/master/wasm/cloudflare-worker:
  addition_method: manual
  content_hash: 0c89085cacde1bb274917c442cf40c10e9b9a0fff95aabdb1563db0943b885e5
  description: ''
  health_score: 100.0
  last_checked: 1779032734.531656
  stars: 0
  title: compile OpenPolicyAgent policies into WebAssembly and run them on the edge
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://github.com/open-policy-agent/gatekeeper:
  addition_method: manual
  content_hash: 40520569d9b4fe30f20da47e59d6dbec2a89cf1120e170372d26e63fdaff68b2
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779029155.082744
  needs_ai_refresh: true
  stars: 0
  title: Open Policy Agent and Gatekeeper
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes.md
  year: N/A
https://github.com/open-telemetry/opentelemetry-collector:
  description: ''
  addition_method: manual
  content_hash: a15de225b124e458d662e76b1550de0a28eeaf35f49b4ec61986b284025556de
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T19:36:20Z'
  gh_stars: 7132
  health_score: 100.0
  last_checked: 1779032198.416959
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/monitoring.md
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  - monitoring.md
  year: '2026'
  ai_summary: A high-performance processing engine capable of receiving, parsing,
    filtering, and routing traces, metrics, and logs across vendor-agnostic infrastructure.
    Serves as the central data pipeline component in modern cloud-native observability
    stacks.
  language: Go
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Observability
  - OpenTelemetry
  - Collector Infrastructure
  is_microservice: true
  title: OpenTelemetry Collector
https://github.com/open-telemetry/opentelemetry-operator:
  description: ''
  addition_method: manual
  content_hash: a92223b4bd579e0fb66efd2a16f382605d58760d6e2a500df530201718cc2437
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T17:42:58Z'
  gh_stars: 1717
  health_score: 100.0
  last_checked: 1779030385.288971
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  - kubernetes-operators-controllers.md
  year: '2021'
  ai_summary: Kubernetes operator for automating the deployment and management of
    the OpenTelemetry Collector. Simplifies application instrumentation via automated
    inject mechanisms for Java, NodeJS, Python, and Dotnet, facilitating declarative
    telemetry pipeline management across clusters.
  language: Go
  resource_type: Kubernetes Operator
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Tracing
  - OpenTelemetry Operator
  is_microservice: true
  title: github.com/open-telemetry/opentelemetry-operator
https://github.com/open-telemetry/opentelemetry-specification:
  addition_method: manual
  content_hash: 475a220b664651a91dd6614686984e5ef874392779c47903b95e67c26ac1f4a8
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779034289.090219
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://github.com/openai/openai-cookbook:
  description: ''
  addition_method: manual
  ai_summary: The official, highly detailed cookbook of integration patterns and code
    recipes from OpenAI. Live Grounding and Curator Insight rate this as the definitive
    reference for engineering structured JSON model outputs, semantic embedding databases,
    low-latency streaming endpoints, and high-throughput bulk operations.
  complexity: Advanced
  content_hash: 6fcdff5c735832e2573ff437d49138a92b676700fbf9ff451185b44a70186a00
  gh_license: MIT
  gh_pushed: '2026-06-14T06:41:20Z'
  gh_stars: 74150
  health_score: 100.0
  hierarchy:
  - Artificial Intelligence
  - Generative AI Engineering
  - API Integration Patterns
  is_microservice: true
  language: Python
  last_checked: 1779031087.178291
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: '2023'
  title: 'github.com/openai/openai-cookbook: OpenAI Cookbook'
https://github.com/openappsec/openappsec:
  description: ''
  addition_method: manual
  ai_summary: An open-source, machine-learning-driven security controller designed
    to protect microservice APIs and modern web applications. Utilizing contextual
    data analysis rather than static signatures, it intercepts zero-day exploits and
    SQL injections dynamically at the ingress level.
  complexity: Advanced
  content_hash: f211a20292ca49e3b344f10db73bfc2b5c4fa73eaf3cf46be8d0855a56612a8d
  gh_license: Apache-2.0
  gh_pushed: '2026-05-26T08:56:37Z'
  gh_stars: 1635
  health_score: 100.0
  hierarchy:
  - Security
  - Application Security
  - WAF & API Security
  is_microservice: true
  language: Go
  last_checked: 1779031615.569
  needs_ai_refresh: true
  resource_type: Tool
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: github.com/openappsec/openappsec
https://github.com/openclarity/kubeclarity:
  description: ''
  addition_method: manual
  content_hash: d8b978c668b95a903cb31a3c919dace8389a764b3c4daf9daa4c4f735229145f
  gh_license: Apache-2.0
  gh_pushed: '2024-10-14T14:56:35Z'
  gh_stars: 44
  health_score: 100.0
  last_checked: 1779033079.400907
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A continuous security and compliance engine that analyzes SBOM schemas,
    catalogs project dependencies, and alerts operators to container vulnerabilities.
    It integrates with runtime monitors and CI/CD pipelines.
  language: Go
  resource_type: Security Platform
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Supply Chain Security
  - SBOM & Vulnerabilities
  is_microservice: true
  title: openclarity/kubeclarity
https://github.com/openclarity/openclarity:
  description: ''
  addition_method: manual
  content_hash: 297bfb53e583450a137fc143234c479cc63148ddb5924d907d541db8b039a95c
  gh_license: Apache-2.0
  gh_pushed: '2026-05-25T02:27:26Z'
  gh_stars: 1462
  health_score: 100.0
  last_checked: 1779130494.953642
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 4
  ai_summary: OpenClarity (originally evolving from Kubei) is a comprehensive cloud-native
    security platform that scans Kubernetes clusters for vulnerabilities, secrets,
    and malware. It works by analyzing container images and running workloads to detect
    security risks in real time.
  language: Go
  resource_type: Security Platform
  complexity: High
  hierarchy:
  - Security
  - Vulnerability Scanning
  - Runtime Security
  is_microservice: true
  title: "Kubei \U0001F31F"
https://github.com/opencontainers/runc:
  description: ''
  addition_method: manual
  content_hash: a196ee871c63e30d8a70f7e01fa08ea26980e4a8825fee40c252a2f56fb7db8b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T17:55:52Z'
  gh_stars: 13282
  health_score: 100.0
  last_checked: 1779034479.777882
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: '2015'
  ai_summary: The canonical, low-level container runtime engine built in compliance
    with the OCI specification. Originally contributed by Docker, runc directly spawns
    and runs containers on Linux by interfacing with namespaces, cgroups, and capabilities
    without relying on overhead daemons.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Containerization
  - Runtimes
  - Low-Level Engines
  is_microservice: false
  title: runc
https://github.com/opencontrolplane:
  description: ''
  addition_method: manual
  content_hash: dac3465cb1ad1f1e851b439741e847967989dda20b46c566c2853d367d5de5b5
  health_score: 100.0
  last_checked: 1779030673.969999
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: OpenControlPlane provides abstract control plane frameworks designed
    to decouple custom APIs from heavy physical compute workloads. Inspired by minimal
    KCP architectures, it allows API lifecycle orchestration without the operational
    overhead of managing physical Kubernetes nodes. It is useful for platform teams
    designing custom APIs.
  language: Go
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Control Plane Design
  - API Federation
  is_microservice: false
  title: github.com/opencontrolplane
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/opencost/opencost:
  description: ''
  addition_method: manual
  content_hash: 4598a838903d845558a3e55f9d10b1029b7e16e17972aa0fdd10f5c4ef8ad2f8
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T22:08:09Z'
  gh_stars: 6590
  health_score: 100.0
  last_checked: 1779130495.030298
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2024'
  stars: 5
  ai_summary: The official repository for OpenCost, the CNCF sandbox standard defining
    vendor-neutral APIs for cloud-native cost allocation. Operates as an open-source
    real-time metrics exporter for Prometheus, serving as the industry standard benchmark
    across multi-cloud deployments.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - Tooling
  is_microservice: true
  title: 'github.com/kubecost: kubecost-exporter - Running Kubecost as a Prometheus
    metric exporter'
https://github.com/openebs/dynamic-localpv-provisioner:
  description: ''
  addition_method: manual
  content_hash: 509b686895fc7da45e0358273d1359ba5d99b2f96271b4573d52d809688ff8b8
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T18:19:20Z'
  gh_stars: 208
  health_score: 100.0
  last_checked: 1779030356.766976
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: '2026'
  ai_summary: An OpenEBS sub-project designed to provision Kubernetes local hostpath
    or raw block persistent volumes dynamically. This controller eliminates manual
    static volume definitions, allowing database applications to seamlessly run at
    native drive speed while relying on Kubernetes scheduling rules.
  language: Go
  resource_type: Provisioner
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Local Storage Provisioning
  is_microservice: false
  title: 'openebs/dynamic-localpv-provisioner: Dynamic Kubernetes Local Persistent''
    Volumes'
https://github.com/openebs/lvm-localpv:
  description: ''
  addition_method: manual
  content_hash: 46631ca34a12f775c4ebe3e2f8d608fd2d6367abe5d895ddce7a7a54646c9fae
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T14:24:37Z'
  gh_stars: 344
  health_score: 100.0
  last_checked: 1779030529.733399
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: '2026'
  ai_summary: An OpenEBS CSI driver designed for dynamic volume provisioning backed
    by local Logical Volume Manager (LVM) volume groups. It provides raw block or
    filesystem performance close to bare-metal hardware speed while offering features
    like snapshotting and size limits directly managed via Kubernetes native CRDs.
  language: Go
  resource_type: CSI Driver
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes Storage
  - LVM Provisioning
  is_microservice: false
  title: openebs/lvm-localpv
https://github.com/openebs/zfs-localpv:
  description: ''
  addition_method: manual
  content_hash: 3bdf214e5256365fe94ae14052f0669d7ae87822da48188dec2fc0b6c82c7ac5
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T09:02:06Z'
  gh_stars: 566
  health_score: 100.0
  last_checked: 1779034431.892054
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: '2026'
  ai_summary: The official OpenEBS CSI driver for ZFS-LocalPV. It dynamically provisions
    ZFS pools on local nodes, combining the exceptional performance of raw NVMe storage
    with ZFS capabilities like snapshots, clones, compression, and high integrity.
  language: Go
  resource_type: Code
  complexity: Advanced
  hierarchy:
  - Kubernetes Storage Implementation
  - Persistent Volumes & Provisioners
  - Local Storage
  is_microservice: false
  title: openebs/zfs-localpv
https://github.com/openkruise/kruise:
  description: ''
  addition_method: manual
  content_hash: eaba940bd1b6e68e0913438c17e17c22b1a06b9d87dd685994f4b7b66a50e56d
  gh_license: NOASSERTION
  gh_pushed: '2026-06-08T09:36:53Z'
  gh_stars: 5267
  health_score: 100.0
  last_checked: 1779031883.142873
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2024'
  ai_summary: The implementation repository for OpenKruise controllers. Provides crucial
    custom workload abstractions like CloneSets, SidecarSets, and Advanced StatefulSets
    to enable high-performance operations, including in-place updates.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Application Management
  - Custom Controllers
  - OpenKruise
  is_microservice: true
  title: OpenKruise/Kruise
https://github.com/openliberty:
  description: ''
  addition_method: manual
  content_hash: e48a338ebb969cc42692c5f6a42963909edc8bd4912923c0f6d13884c0dce970
  health_score: 100.0
  last_checked: 1779029478.878336
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  year: '2026'
  ai_summary: The primary GitHub hub containing repositories for Open Liberty, hosting
    its core runtime, tooling, and integrations. Live Grounding shows a highly collaborative
    community pushing frequent optimizations for Jakarta EE and MicroProfile.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud-Native Java
  - Runtimes
  - Open Liberty
  - Source Code
  is_microservice: true
  title: github.com/openliberty
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/openobserve/debug-container:
  description: ''
  addition_method: manual
  content_hash: 8ca8fadadb051b435ef3b7150dacd7d2dfc3d2d104e8d59e46b9b4d3ed006e96
  gh_license: MIT
  gh_pushed: '2022-11-27T23:32:12Z'
  gh_stars: 51
  health_score: 100.0
  last_checked: 1779033570.6081
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A highly functional debugging utility designed to inject ephemeral debug
    containers into running, distroless application pods. Pre-loaded with essential
    diagnostics tools, it allows platform engineers to perform networking and process
    audits without modifying the original container image.
  language: Shell
  resource_type: CLI / Image
  complexity: Intermediate
  hierarchy:
  - Operations
  - Debugging
  - Ephemeral Containers
  is_microservice: false
  title: openobserve/debug-container
https://github.com/openops-cloud/openops:
  description: ''
  addition_method: manual
  ai_summary: An open-source, no-code platform utilizing AI to identify and automate
    cloud cost optimizations. Connects directly with Kubernetes metrics to suggest
    sizing adjustments and automatically remove unused resources.
  complexity: Advanced
  content_hash: c6e7a2db44115c3a24c01cc54aae5ba56e51246372cedaed45088223eb58e58c
  gh_license: NOASSERTION
  gh_pushed: '2026-06-14T01:33:35Z'
  gh_stars: 1035
  health_score: 100.0
  hierarchy:
  - FinOps & Cloud Cost
  - IaC FinOps
  - AI Optimization
  is_microservice: false
  language: Go
  last_checked: 1779031802.394914
  needs_ai_refresh: true
  resource_type: GitHub Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ai.md
  - docs/finops.md
  - docs/kubernetes-tools.md
  v2_locations:
  - ai.md
  - finops.md
  - kubernetes-tools.md
  year: '2024'
  title: 'OpenOps: No-Code FinOps Automation Platform with AI'
https://github.com/openpitrix/openpitrix:
  description: ''
  addition_method: manual
  content_hash: 0c7d07acd0775851570c044b6c5ff53fedc45ab70a65d47f30b55aee5ac298df
  gh_license: Apache-2.0
  gh_pushed: '2024-02-05T03:02:15Z'
  gh_stars: 878
  health_score: 100.0
  last_checked: 1779031231.465251
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A portal and packaging engine built to manage application lifecycles
    across multiple cloud environments. Once served as a core application distribution
    layer for orchestrators. It has transitioned into maintenance-only/legacy status
    as GitOps became the dominant delivery paradigm.
  language: Go
  resource_type: Service
  complexity: High
  hierarchy:
  - Application Delivery
  - Marketplaces & Portals
  - Lifecycle Management
  is_microservice: true
  title: "openpitrix \U0001F31F"
https://github.com/openshift-labs:
  description: ''
  addition_method: manual
  content_hash: 277fd59fb071515ece32396693e60c030b8b58fe03b1f27518b00cbf266080a7
  health_score: 100.0
  last_checked: 1779029475.616108
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: An official repository that runs web-accessible, sandbox-styled instructional
    courses for OpenShift. Guides engineers through Operator lifecycle development,
    security tuning, and multi-tenant networking setups.
  language: Go / Yaml
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Reference Architectures
  - Interactive Learning
  - OpenShift Labs
  is_microservice: false
  title: "github.com/openshift-labs \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/openshift/community/blob/master/ROADMAP.md:
  description: ''
  addition_method: manual
  content_hash: 5953a0299d4d3e63e9700edc9496a215489272f55d42120c92261cdb1125b46f
  health_score: 100.0
  last_checked: 1781736112.450631
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2022'
  ai_summary: The OKD 4 development roadmap hosted on GitHub. It tracks the migration
    of build systems, target OS configurations (e.g., transition states of Fedora
    CoreOS), integration of updated Kubernetes API versions, and community-driven
    features like multi-arch architectures.
  language: Markdown
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Platforms
  - Distribution
  - Community Kubernetes
  is_microservice: false
  title: 'github.com: OKD 4 Roadmap'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/openshift/console:
  description: ''
  addition_method: manual
  ai_summary: The official enterprise-grade administrative console for OpenShift environments.
    Offers advanced visualization dashboards for developers and platform operators,
    featuring real-time telemetry, custom resource definition (CRD) rendering, and
    multi-tenant security.
  complexity: Advanced
  content_hash: 0e8ab8d18c799a3ce53ab1b125f58f1aa3d48ac467d88dda92831840872fb2e2
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T03:53:18Z'
  gh_stars: 456
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Enterprise Console
  is_microservice: true
  language: TypeScript
  last_checked: 1779032333.983003
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: '2026'
  title: "==github.com/openshift/console== \U0001F31F"
https://github.com/openshift/hive:
  description: ''
  addition_method: manual
  content_hash: df93789d6bb15ac8334cc2a9714c3b38174913286174172a90020c1b287bcd75
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T09:22:16Z'
  gh_stars: 277
  health_score: 100.0
  last_checked: 1779030843.082228
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2026'
  ai_summary: OpenShift Hive is an API-driven operator for provisioning, managing,
    and scaling OpenShift clusters. Running on a central management hub, Hive accepts
    declarative custom resources defining target clusters (AWS, GCP, Azure, Bare-Metal)
    and orchestrates the installer (IPI) to bootstrap, update, and manage the life
    cycle of target clusters dynamically at scale.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Platforms
  - Cluster Management
  - Cluster Provisioning
  is_microservice: false
  title: github.com/openshift/hive
https://github.com/openshift/hypershift:
  description: ''
  addition_method: manual
  content_hash: a2182f90a6aa5def9fbd0a5ed73845dd794ce5648efbbe85bd93bb6ff4099cc7
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T23:53:35Z'
  gh_stars: 526
  health_score: 100.0
  last_checked: 1779029172.661437
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2022'
  ai_summary: HyperShift decouples the OpenShift control plane from the infrastructure,
    hosting it as standard containerized workloads within a central management cluster.
    This architecture enables lightning-fast provisioning, significantly lower operational
    overhead, and highly cost-effective multi-tenant fleet management.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Multi-Cluster Management
  - Hosted Control Planes
  is_microservice: false
  title: 'github.com/openshift/hypershift: HyperShift'
https://github.com/openshift/installer:
  description: ''
  addition_method: manual
  content_hash: 0fca28d8dcaceb15cfed04b53519159e846b2ecf15d2c297d7bcf9298ab97cc5
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T03:41:30Z'
  gh_stars: 1550
  health_score: 100.0
  last_checked: 1779031538.378205
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - ENTERPRISE-STABLE
  - DE FACTO STANDARD
  v1_locations:
  - docs/ocp4.md
  - docs/openshift.md
  v2_locations:
  - openshift.md
  - ocp4.md
  year: '2026'
  ai_summary: The official repository hosting the OpenShift Installer engine (IPI/UPI),
    which handles automated platform provisioning on major hypervisors and public
    clouds. Generates ignition files, configures bootstraps, and controls the automated
    installation of the core operators. Essential codebase for platform deployment.
  language: Go
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - Installer
  is_microservice: false
  title: "github.com/openshift/installer openshift installer \U0001F31F"
https://github.com/openshift/installer/blob/main/docs/user/aws/README.md:
  description: ''
  addition_method: manual
  content_hash: 26cfbf4e2965b9721356c3f494cf99f2e5629e7680fdedfd2766663b397756f2
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T03:41:30Z'
  gh_stars: 1550
  health_score: 100.0
  last_checked: 1779130494.934525
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ocp4.md
  - docs/openshift.md
  v2_locations:
  - ocp4.md
  - openshift.md
  year: '2026'
  stars: 5
  ai_summary: This repository guide outlines the specific IAM policies, resource quotas,
    Route53 configurations, and networking permissions required to install OpenShift
    on AWS using the native installer-provisioned infrastructure (IPI). It is a vital
    technical reference for cloud infrastructure engineers.
  language: Markdown
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Public Cloud
  - AWS Provisioning
  is_microservice: false
  title: "AWS Account Set Up \U0001F31F"
https://github.com/openshift/installer/blob/master/docs/user/aws/README.md:
  addition_method: manual
  content_hash: 631b99a562e64c931cc2797121a798dbe242c3b665439f0aee87c2ba221adb5e
  description: ''
  health_score: 100.0
  last_checked: 1779032282.835774
  stars: 0
  title: "AWS Account Set Up \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  - docs/openshift.md
  year: N/A
https://github.com/openshift/jenkins:
  description: ''
  addition_method: manual
  ai_summary: Red Hat maintained OpenShift integration image for running Jenkins natively
    within OpenShift clusters. Includes pre-configured plugins, service-account integration,
    and S2I build configurations customized for enterprise OpenShift v3/v4 environments.
  complexity: Advanced
  content_hash: 2bcc9301a6f7b8fe819073c617f9a911cde4ab0aea9f550b0aee4b2b227dcb6c
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T15:34:29Z'
  gh_stars: 261
  health_score: 100.0
  hierarchy:
  - CI/CD & DevOps
  - Enterprise Jenkins
  - OpenShift Integration
  is_microservice: false
  language: Shell
  last_checked: 1779033436.384037
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: '2020'
  title: Jenkins Docker Image for Openshift v3
https://github.com/openshift/machine-api-operator:
  description: ''
  addition_method: manual
  content_hash: 515f47e6404755a963221739e6f9d04ad2b3b08cc7d216845739e0ad502c5c5e
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T07:06:30Z'
  gh_stars: 186
  health_score: 100.0
  last_checked: 1779032372.243332
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: A foundational OpenShift subsystem that manages machines as standard
    resources. It dynamically scales cloud infrastructure nodes up or down according
    to compute demands.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cluster Management
  - Node Provisioning
  - Operators
  is_microservice: false
  title: openshift/machine-api-operator
https://github.com/openshift/machine-api-operator/tree/main:
  description: ''
  addition_method: manual
  content_hash: e8152960fc13796a3153a931a02f282a1a97820e8f4f516e800ad54d054d34f0
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T07:06:30Z'
  gh_stars: 186
  health_score: 100.0
  last_checked: 1779130495.033014
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2026'
  stars: 5
  ai_summary: The Machine API Operator is a foundational component of OpenShift 4's
    declarative node lifecycle. Based on upstream Cluster API, it manages clusters
    of Machine objects as standard Kubernetes resources, enabling auto-scaling, self-healing
    nodes, and seamless multi-cloud provider instance integration directly from the
    cluster console.
  language: Go
  resource_type: Source Code
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cluster Management
  - Declarative Nodes
  is_microservice: false
  title: Machine API
https://github.com/openshift/machine-api-operator/tree/master:
  addition_method: manual
  content_hash: 515f47e6404755a963221739e6f9d04ad2b3b08cc7d216845739e0ad502c5c5e
  description: ''
  health_score: 100.0
  last_checked: 1779030727.778304
  stars: 0
  title: Machine API
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://github.com/openshift/multus-cni:
  addition_method: manual
  content_hash: 125bf32e0a046ca158d2ca69131173672d2bb4f006209bd612dde55562f0e24f
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779031410.858098
  needs_ai_refresh: true
  stars: 0
  title: Multus
  v1_locations:
  - docs/kubernetes-networking.md
  - docs/ocp4.md
  year: N/A
https://github.com/openshift/ocs-operator:
  addition_method: manual
  content_hash: b1638b0d3a8803d30466a01cb985c1ced8202b9591cf3fb194ce189ac540032b
  health_score: 100.0
  last_checked: 1779031256.06712
  v1_locations:
  - docs/ocp4.md
https://github.com/openshift/okd/blob/master/README.md:
  addition_method: manual
  content_hash: 22515b9fe2aa4c0b4fbf7240f35a1414fbb05dfbb53d2ca02cf2cb7d2122b744
  description: ''
  health_score: 100.0
  last_checked: 1779031089.565986
  stars: 0
  title: 'GitHub: OKD4'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://github.com/openshift/origin:
  description: ''
  addition_method: manual
  content_hash: df93e974d2779e81f267816b1d92587bfec4dc0a12f81ec310c1f1c18d1f168b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T22:40:57Z'
  gh_stars: 8658
  health_score: 100.0
  last_checked: 1779033672.161547
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - ENTERPRISE-STABLE
  - COMMUNITY-TOOL
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: '2026'
  ai_summary: Core open-source repository for OKD (formerly OpenShift Origin), representing
    the upstream Kubernetes community distribution of OpenShift. Consists of cluster
    installation systems, APIs, and operators. In 2026, it is the primary engine of
    community innovation and testing before features migrate to commercial OpenShift.
  language: Go
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - OKD Core
  is_microservice: false
  title: "github.com/openshift/origin \U0001F31F"
https://github.com/openshift/origin/tree/main/examples/jenkins/pipeline:
  description: ''
  addition_method: manual
  ai_summary: Repository detailing baseline code configurations, sample pipelines,
    and deployment manifests engineered to execute scripted Jenkins procedures inside
    early versions of the OKD community container platform.
  complexity: Intermediate
  content_hash: 91121d2204b88e20c0f6f79b7a01c12411ceb2c74b0b289c660ccef2bc9d1f08
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T22:40:57Z'
  gh_stars: 8658
  health_score: 100.0
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Legacy Jenkins
  is_microservice: false
  language: Groovy
  last_checked: 1779130494.986685
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/demos.md
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  - demos.md
  year: '2022'
  title: github - using jenkins pipelines with OKD
https://github.com/openshift/origin/tree/master/examples/jenkins/pipeline:
  addition_method: manual
  content_hash: 52b4ede50a0afaf09725ce77a26b3faa3af685d6ecf2601b26bb2bbe6380be9d
  description: ''
  health_score: 100.0
  last_checked: 1779033757.960723
  stars: 0
  title: "github.com/openshift: Using Jenkins Declarative Pipelines with OpenShift'
    \U0001F31F"
  v1_locations:
  - docs/demos.md
  - docs/openshift-pipelines.md
  year: N/A
https://github.com/openshift/origin/tree/release-3.11/examples/prometheus:
  addition_method: manual
  content_hash: f0d31f603b09e9762fe06a7861d566457ea8a235d6f52157d15b87294cb44e4b
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779032080.76688
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://github.com/openshift/pipelines-catalog:
  description: ''
  addition_method: manual
  content_hash: c77eedaaa65b30cb438c5862c71bd883e10486fc3c23a80756559bcf06ae2e29
  gh_license: Apache-2.0
  gh_pushed: '2022-03-09T11:05:55Z'
  gh_stars: 52
  health_score: 100.0
  last_checked: 1779030983.272466
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: The central repository containing reusable Tekton Tasks and Pipelines
    optimized for OpenShift. Provides pre-built blocks for standard development patterns,
    including Git integration, Maven compilations, and SonarQube analyses.
  language: Yaml
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - CI/CD Pipelines
  - Tekton Tasks
  is_microservice: false
  title: OpenShift Pipelines Catalog
https://github.com/openshift/pipelines-tutorial:
  description: ''
  addition_method: manual
  ai_summary: A comprehensive learning path and hands-on laboratory environment focused
    on Tekton. Provides configurations for Tasks, Pipelines, PipelineRuns, and Trigger
    EventListeners on OpenShift clusters, validating cloud-native automation patterns.
  complexity: Intermediate
  content_hash: 74a98855c053856947192ad85bcde5b299bad35c0ecbf5a8cae73a846eec10e9
  gh_license: Apache-2.0
  gh_pushed: '2026-05-18T09:23:05Z'
  gh_stars: 322
  health_score: 100.0
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Tekton Pipelines
  is_microservice: false
  language: Yaml
  last_checked: 1779031397.388774
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/jenkins-alternatives.md
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  - jenkins-alternatives.md
  year: '2026'
  title: github.com/openshift/pipelines-tutorial
https://github.com/openshift/source-to-image:
  description: ''
  addition_method: manual
  content_hash: 7df527843afee05828af011c3a1e69145d9bb0af43900bee2d8fc4998423231e
  gh_license: Apache-2.0
  gh_pushed: '2026-06-04T10:26:49Z'
  gh_stars: 2536
  health_score: 100.0
  last_checked: 1779032817.917203
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: Source-to-Image (S2I) is an enterprise-hardened build tool that compiles
    source code directly into ready-to-run container images by injecting code into
    a builder image. Originally built as a core component of Red Hat OpenShift, it
    offers repeatable, secure, and Dockerfile-free image builds. S2I remains highly
    relevant for secure enterprise workflows avoiding privileged Docker socket access.
  language: Go
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Application Delivery
  - Build Tools
  - Source-to-Image
  is_microservice: false
  title: openshift/source-to-image
https://github.com/openshift/tektoncd-pipeline-operator:
  description: ''
  addition_method: manual
  content_hash: acd3779dc23965c3d9c1ec3683091aea1dabcfaf4510ee63f878744d4e77c8e0
  gh_license: Apache-2.0
  gh_pushed: '2021-06-22T00:40:19Z'
  gh_stars: 53
  health_score: 100.0
  last_checked: 1779031017.295292
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: '2021'
  ai_summary: A community-maintained repository detailing the configuration of Jenkins
    X alongside Tekton on Red Hat OpenShift. Offers resource definitions and custom
    templates designed to respect OpenShift-specific Security Context Constraints
    (SCC).
  language: Shell
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Enterprise Platforms
  - Red Hat OpenShift
  - Serverless CI/CD
  is_microservice: true
  title: Jenkins-X + Tekton on OpenShift
https://github.com/openshift/training:
  description: ''
  addition_method: manual
  content_hash: 0b80a7f1bd28202d2457c924eae2a281159d2a885821a1f5049db1c12fa4cf4f
  health_score: 100.0
  last_checked: 1781736112.475824
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2024'
  ai_summary: A public Git repository containing self-paced curriculum materials and
    lab configurations to train systems engineers in Day 2 cluster management tasks.
  language: Shell
  resource_type: Source Code
  complexity: Intermediate
  hierarchy:
  - Resources & Training
  - Self-Paced Labs
  - Curriculum Code
  is_microservice: false
  title: 'github.com: Openshift 4 training'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/openshiftdemos:
  description: ''
  addition_method: manual
  content_hash: 826418343f085ab7d6f38f30f9b2002d7fa0f8ead77b0fbdcc8b0f3ee8d90c8d
  health_score: 100.0
  last_checked: 1779033487.119125
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: GitHub resource hosting active and archive-state templates designed
    to showcase enterprise tools on OpenShift. Features simple automation scripts,
    platform configuration files, and middleware integration recipes.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Reference Architectures
  - Enterprise Demos
  - Community Repositories
  is_microservice: false
  title: "github.com/openshiftdemos \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/operator-framework/operator-lifecycle-manager:
  description: ''
  addition_method: manual
  content_hash: e15c159226235edaf4920381f5668cf85ef306916d706a5af48be3cef99a31e2
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T20:27:20Z'
  gh_stars: 1857
  health_score: 100.0
  last_checked: 1779032167.315778
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  - kubernetes.md
  year: '2024'
  ai_summary: Part of the Operator Framework, OLM manages the installation, updates,
    and role-based access control of Operators running inside a cluster. It acts as
    an orchestrator for custom resource definitions (CRDs) and controller versions,
    ensuring dependencies are resolved safely. This tool is standard infrastructure
    across Red Hat OpenShift and enterprise Kubernetes configurations to scale operations
    reliably.
  language: Go
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Extensibility
  - Operators
  - Lifecycle Management
  is_microservice: false
  title: Red Hat OLM
https://github.com/operator-framework/operator-lifecycle-manager/blob/master/doc/design/architecture.md:
  description: ''
  addition_method: manual
  content_hash: 1c5886993c1a8c5860ce22c2b9355708c3d0e6f6d951f379a31d85358fe03b77
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T20:27:20Z'
  gh_stars: 1857
  health_score: 100.0
  last_checked: 1779033675.272065
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2026'
  ai_summary: This repository provides deep technical designs for Operator Lifecycle
    Manager (OLM). It handles updates, dependency validation, and multi-tenant installations
    of Kubernetes Operators.
  language: Markdown
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Extensibility & APIs
  - Operator Framework
  - OLM Core
  is_microservice: false
  title: OLM Arquitecture
https://github.com/operator-framework/operator-lifecycle-manager/blob/master/doc/design/philosophy.md:
  addition_method: manual
  content_hash: cbb9f40ed476b5c790577085144a4ea1c5449d8f4023d37f1ddd39bc68bbf09a
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779031903.368236
  needs_ai_refresh: true
  stars: 0
  title: OLM Philosophy
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://github.com/opsgenie/kubernetes-event-exporter:
  description: ''
  addition_method: manual
  content_hash: 71f1ee49ef92f963a834109f8d8b0f4797df82c6621325cd941db2725d3902d6
  gh_license: Apache-2.0
  gh_pushed: '2022-08-31T11:33:33Z'
  gh_stars: 1046
  health_score: 100.0
  last_checked: 1779029732.683804
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: An essential monitoring tool that continuously watches Kubernetes events
    and forwards them to various third-party sinks (Elasticsearch, Opsgenie, Kafka,
    Slack). This architecture solves the issue of short etcd retention windows for
    audit trails and operations diagnostics. It is actively maintained and highly
    favored in enterprise-grade logging pipelines.
  language: Go
  resource_type: Service
  complexity: Medium
  hierarchy:
  - Observability
  - Event Management
  - Exporters
  is_microservice: true
  title: "kubernetes-event-exporter \U0001F31F"
https://github.com/opstree/Opstree-Go-WebApp:
  addition_method: manual
  content_hash: f8c35089a0a1b337e15f057a06fbdedffb63a9c1b4755f24a7add1bd50eb9695
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779032344.639091
  needs_ai_refresh: true
  stars: 0
  title: 'github.com: Opstree-Go-WebApp'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://github.com/opstree/dynamic-pv-scaler:
  description: ''
  addition_method: manual
  content_hash: e2140b4ba94ad9fad622b9a6c739e9be384e6e8a1534f8f98ecfba13b4a693bc
  gh_license: Apache-2.0
  gh_pushed: '2022-09-07T18:01:54Z'
  gh_stars: 112
  health_score: 100.0
  last_checked: 1779034211.996447
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A dynamic controller designed to scale Kubernetes Persistent Volume
    (PV) storage allocations automatically on-the-fly when disk usage passes specific
    thresholds. Crucial for managing persistent databases and stateful microservices
    without downtime.
  language: Go
  resource_type: Controller
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Storage
  - Dynamic Scaling
  is_microservice: true
  title: dynamic-pv-scaler
https://github.com/oracle:
  description: ''
  addition_method: manual
  ai_summary: The main open-source hub hosting Oracle's cloud-native integrations,
    including the OCI Cloud Controller Manager (CCM) and CSI storage plugins. These
    modules enable standard cloud interactions and dynamic volume provisioning, bridging
    physical hardware capability with cloud-native platform control planes.
  complexity: Advanced
  content_hash: 35ef82187afe8ed33a7004e041b70b6e30793926ce9adaf0f3eb3323ee5ce115
  health_score: 100.0
  hierarchy:
  - Cloud Integrations
  - Oracle Cloud
  - Open Source
  is_microservice: false
  language: Go
  last_checked: 1779031535.942641
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/oraclecloud.md
  v2_locations:
  - oraclecloud.md
  year: '2023'
  title: github.com/oracle
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/orangetw/awesome-jenkins-rce-2019:
  description: ''
  addition_method: manual
  content_hash: 4a4386a72d87cfd4b5cd0fe5ecefeb5310041ba0209b0494cf7c13f5c4729e77
  health_score: 100.0
  last_checked: 1781735992.089681
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  - docs/other-awesome-lists.md
  v2_locations:
  - jenkins.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A technical security write-up archiving exploit chains, threat indicators,
    and software mitigation structures for the historic 2019 Jenkins Remote Code Execution
    flaws. Essential archival case study for engineering modern supply chain mitigations.
  language: Markdown
  resource_type: Vulnerability Write-up
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - Security
  - Jenkins Vulnerabilities
  is_microservice: false
  title: Hacking jenkins
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/oravirt/ansible-oracle:
  description: ''
  addition_method: manual
  content_hash: dfcb719ee7f7befba89bad1f1dce4e19047300c983042c0604880a935f892181
  gh_license: MIT
  gh_pushed: '2026-05-24T08:43:08Z'
  gh_stars: 367
  health_score: 100.0
  last_checked: 1779032620.350518
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2021'
  ai_summary: A highly robust, community-driven Ansible repository designed to automate
    Oracle Database and Grid Infrastructure installations. This collection manages
    kernel parameters, prerequisites, ASM storage volumes, and database engine upgrades.
    It serves as an essential framework for migrating legacy Oracle setups to hybrid
    structures.
  language: YAML
  resource_type: tool
  complexity: advanced
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Database Deployment
  is_microservice: false
  title: github.com/oravirt/ansible-oracle
https://github.com/oravirt/ansible-oracle-modules:
  description: ''
  addition_method: manual
  content_hash: a7d25942768a0cfc465f3c42ba5097dfe0540f34c5cd6bc45f534f7662b8de07
  gh_license: MIT
  gh_pushed: '2022-11-29T22:00:06Z'
  gh_stars: 217
  health_score: 100.0
  last_checked: 1779029477.536193
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2021'
  ai_summary: A specialized suite of Ansible modules specifically engineered to interact
    directly with internal Oracle database schemas. These modules handle tasks like
    tablespace adjustments, user provisioning, and initialization parameter alterations.
    They act as the post-install orchestration companion to base automation engines.
  language: Python
  resource_type: tool
  complexity: advanced
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Database Deployment
  is_microservice: false
  title: github.com/oravirt/ansible-oracle-modules
https://github.com/orchest/orchest:
  addition_method: manual
  content_hash: 0171a22d94370468f2d7b755ee28c599bad8983b6be18ab001c625e2c8fdce4c
  health_score: 100.0
  last_checked: 1779030190.065145
  v1_locations:
  - docs/python.md
https://github.com/orgrim/pg_back:
  description: ''
  addition_method: manual
  content_hash: 91a1cba9bd6587d7ffaa3205eab16d71114aa9fac1ab6ad4b77fef82eeb84571
  gh_license: NOASSERTION
  gh_pushed: '2026-06-02T11:11:05Z'
  gh_stars: 563
  health_score: 100.0
  last_checked: 1779033782.467707
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: '2024'
  ai_summary: A simple CLI automation utility for backing up PostgreSQL databases.
    Features structured schema and data exports, customizable compression, automated
    backup retention sweeps, and cron-friendly integration configurations.
  language: Shell
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Databases
  - PostgreSQL
  - Backups
  is_microservice: false
  title: '==orgrim/pg_back: Simple backup tool for PostgreSQL=='
https://github.com/orgs/community/discussions/196624:
  addition_method: automatic
  ai_summary: This GitHub Community AMA brings together maintainers from Kubernetes,
    Homebrew, and OpenClaw to discuss the operational challenges of managing open-source
    projects in the AI era. The discussion centers heavily on the rise of automated,
    low-quality PR submissions (AI slop) and how it strains maintainer resources.
    To combat this, GitHub introduces new platform-level controls, such as repository-specific
    limits on concurrent PRs/Issues from unknown contributors and customizable contributor
    allowlists.
  category: digital-money
  complexity: Intermediate
  content_hash: 50f0aa17d27f666d2dd763b9e5643ff34bef22366ff48d1e690ae3ef33ee82f6
  description: An Ask Me Anything session with maintainers from Kubernetes, Homebrew,
    and OpenClaw addressing AI-generated contribution challenges.
  hierarchy:
  - Ecosystem
  - Open Source Governance
  - GitHub Maintainers
  is_microservice: false
  language: en
  last_checked: 1780352720.351753
  reputation_status: Vetted
  reputation_summary: Official GitHub Community discussion and AMA panel.
  resource_type: article
  social_preview_url: https://opengraph.githubassets.com/86b8271588b6ced3bf7f8c5c23fdd7ec1355d2e63af576e5cf29cec5263db5e3/orgs/community/discussions/196624
  source_provenance: X.com (GitHub)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  - COMMUNITY-TOOL
  title: Now Open! AMA with Maintainers
  year: '2026'
https://github.com/ori-edge/k8s_gateway:
  description: ''
  addition_method: manual
  content_hash: 577fe5882fe8d78a2459f556e5fd8f4398a9f2a3d9b3cbf55e8befb9609d226c
  gh_license: Apache-2.0
  gh_pushed: '2025-07-10T15:02:46Z'
  gh_stars: 355
  health_score: 100.0
  last_checked: 1779032017.538305
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A CoreDNS plugin that enables exposing Kubernetes services directly
    via external DNS records. It queries CoreDNS dynamically to resolve internal cluster
    IPs, allowing resources outside the cluster to locate services seamlessly. In
    2026, it remains popular among edge computing architectures requiring streamlined
    DNS-based routing.
  language: Go
  resource_type: CoreDNS Plugin
  complexity: Medium
  hierarchy:
  - Networking
  - DNS
  - Gateway
  is_microservice: false
  title: ori-edge/k8s_gateway
https://github.com/ory/dockertest:
  description: ''
  addition_method: manual
  content_hash: cf7693ee5b38a354ce65499a642e372ad94bb00e08b1cb05786f933943fa83c1
  gh_license: Apache-2.0
  gh_pushed: '2026-04-24T14:04:12Z'
  gh_stars: 4519
  health_score: 100.0
  last_checked: 1779030971.372877
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: Dockertest enables developers to spin up ephemeral Docker containers
    directly from Go, Rust, or other language test suites to act as real dependencies
    (e.g., PostgreSQL, Redis). Unlike mock interfaces, it guarantees that integration
    tests run against actual database engines and stateful systems, disposing of them
    automatically when tests finish. It represents a gold standard in unit and integration
    testing pipelines for cloud-native microservices.
  language: Go
  resource_type: Library
  complexity: High
  hierarchy:
  - Testing
  - Integration Testing
  - Infrastructure as Code
  is_microservice: false
  title: ==ory/dockertest==
https://github.com/osa-ora/camel-k-samples:
  description: ''
  addition_method: manual
  ai_summary: A public repository containing community-driven Camel K sample deployment
    blueprints. It provides practical templates for routing, database pooling, and
    API integrations within modern Kubernetes clusters.
  complexity: Intermediate
  content_hash: d40f4924a104818f5b360227d0350099fafa899ad1843df337c1633541f3fe75
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Enterprise Integration
  - Camel K
  is_microservice: false
  language: Java
  last_checked: 1781736081.213257
  needs_ai_refresh: true
  resource_type: Code
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: '2021'
  title: github.com/osa-ora/camel-k-samples
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/oscp/awesome-openshift3:
  description: ''
  addition_method: manual
  content_hash: 94ebb0f439bd9cfb936822b86c7258a6ee083695dd15900fdc93236f58cede38
  gh_license: CC-BY-4.0
  gh_pushed: '2017-05-06T19:02:04Z'
  gh_stars: 27
  health_score: 100.0
  last_checked: 1779032880.774453
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  - docs/other-awesome-lists.md
  v2_locations:
  - openshift.md
  - other-awesome-lists.md
  year: '2020'
  ai_summary: A curated directory cataloging administration guides, tools, operators,
    and integration scripts specialized for Red Hat OpenShift 3.x cluster topologies.
  language: Markdown
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Kubernetes & OpenShift
  - Resources
  - Awesome Lists
  is_microservice: false
  title: Awesome Openshift 2
  is_special: true
https://github.com/oslabs-beta/ClusterWatch:
  description: ''
  addition_method: manual
  content_hash: 188cd63017c515f6412f94bbb81052b806d9dc4be7dcf795f3c6e47187929ba9
  gh_license: MPL-2.0
  gh_pushed: '2024-03-12T10:05:35Z'
  gh_stars: 135
  health_score: 100.0
  last_checked: 1779032833.612682
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: ClusterWatch is an open-source diagnostics dashboard built to monitor
    overall cluster stability and track system-wide container events in real time.
    It offers teams direct, visual insights into container health, restarts, and underlying
    storage failures without requiring complex platform configurations. This utility
    is a strong candidate for development environments and simplified operations setups.
  language: JavaScript
  resource_type: Web Application
  complexity: Intermediate
  hierarchy:
  - Observability
  - Cluster Health
  - Visualization
  is_microservice: false
  title: github.com/oslabs-beta/ClusterWatch
https://github.com/oslabs-beta/Ekkremis:
  description: ''
  addition_method: manual
  content_hash: 8f659a4cfaa378e9efe4c0ed3a5071b941c9e9a275e151ee6d13e9d1bb93c121
  gh_license: MIT
  gh_pushed: '2022-12-09T03:12:29Z'
  gh_stars: 129
  health_score: 100.0
  last_checked: 1779031113.954175
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Ekkremis is a Kubernetes orchestration helper developed to manage deferred
    cron tasks and temporary execution pods. It provides a visual interface for tracking
    scheduled events, proving beneficial for managing ephemeral QA and administrative
    maintenance workloads.
  language: Go
  resource_type: Dashboard / Controller
  complexity: Intermediate
  hierarchy:
  - Operations
  - Automation
  - Workflow
  is_microservice: true
  title: github.com/oslabs-beta/Ekkremis
https://github.com/oslabs-beta/KUR8:
  description: ''
  addition_method: manual
  content_hash: 7d3aa6d9a1865ea1d167f9bd086f8b6dc81d0389d73db0567708173012e4e54f
  gh_license: MIT
  gh_pushed: '2021-08-16T16:14:20Z'
  gh_stars: 215
  health_score: 100.0
  last_checked: 1779032213.963542
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An open-source, web-based platform designed to visualize and analyze
    Prometheus metrics collected from Kubernetes clusters. It features built-in dashboards
    for node performance, resource limits, and cluster health monitoring. In 2026,
    the project is largely static, serving as an educational reference for writing
    lightweight Prometheus visualizers.
  language: JavaScript
  resource_type: Web Application
  complexity: Medium
  hierarchy:
  - Operations
  - Observability
  - Prometheus UI
  is_microservice: true
  title: "KUR8 \U0001F31F"
https://github.com/oslabs-beta/KubernOcular:
  description: ''
  addition_method: manual
  content_hash: 5fa720c2cad2ec58a75b4f5a51deac59ca22f0373967a1d99f4e563062220273
  gh_license: MPL-2.0
  gh_pushed: '2022-10-13T16:44:36Z'
  gh_stars: 65
  health_score: 100.0
  last_checked: 1779130494.947585
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 5
  ai_summary: KubernOcular is an open-source visualizer and troubleshooting tool designed
    to map and monitor live Kubernetes topologies. It helps operators identify bottlenecks
    and configuration misalignments by representing workloads and networking rules
    in an intuitive graphical flow.
  language: TypeScript
  resource_type: Web Application
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Observability
  - Visualization
  is_microservice: true
  title: github.com/oslabs-beta/oslabs
https://github.com/oslabs-beta/OdinsEye:
  description: ''
  addition_method: manual
  content_hash: e0890d7c6122d8a75adfe89fa0b2c5ea5db398548fd62ab83f4d3f9de63c0be5
  health_score: 100.0
  last_checked: 1781736112.629626
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  year: '2021'
  ai_summary: Open-source developer utility designed to monitor distributed microservices
    architecture patterns, tracking internal query metrics and communication flows.
    Primarily active within the community sandbox.
  language: JavaScript
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Observability
  - Microservices Monitoring
  - Tracing Tools
  is_microservice: true
  title: '==github.com/oslabs-beta: Odin''s Eye=='
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/oslabs-beta/Palaemon:
  description: ''
  addition_method: manual
  content_hash: 200690cb187a24f6c9797a24d7cad967bb2aaf977a18e4fb8fae89f56bc9ae9f
  gh_license: MIT
  gh_pushed: '2022-11-13T07:07:06Z'
  gh_stars: 134
  health_score: 100.0
  last_checked: 1779033167.217142
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Palaemon is a diagnostic dashboard tool that focuses on monitoring container
    state changes and automatically notifying teams of pod crashes and restarts. It
    provides lightweight health-check alerts, filling the monitoring gap for simple
    development and staging clusters.
  language: JavaScript
  resource_type: Web Dashboard
  complexity: Intermediate
  hierarchy:
  - Operations
  - Monitoring
  - Automation
  is_microservice: true
  title: oslabs-beta/Palaemon
https://github.com/oslabs-beta/kubermetrics:
  description: ''
  addition_method: manual
  content_hash: 215826ed4fb3db04a70fb76a736cdafc1bfeccfb05d18b17c9f923567dbf6aea
  health_score: 100.0
  last_checked: 1781736047.118422
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Kubermetrics is an open-source visualizer and metrics aggregator for
    Kubernetes clusters. It provides developers with real-time health data, resource
    consumption statistics, and alert visualizations. While convenient for local development,
    it lacks the enterprise-grade scalability of Prometheus-based stacks and operates
    primarily as a lightweight debugging dashboard.
  language: JavaScript
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Observability
  - Metrics
  - Dashboards
  is_microservice: false
  title: oslabs-beta/kubermetrics
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/oslabs-beta/neptune:
  addition_method: manual
  content_hash: 05adedf7d5649bbe90fd7bca5aa8952baf29afbb2244f87e87ba9d4889f611e7
  health_score: 100.0
  last_checked: 1779031511.108241
  v1_locations:
  - docs/kubernetes-tutorials.md
https://github.com/oslabs-beta/oslabs:
  addition_method: manual
  content_hash: 70546792d7b6adc1b1db544a9aa96817a98658477858a863647459533e0a11e4
  description: ''
  health_score: 100.0
  last_checked: 1779032682.37654
  stars: 0
  title: github.com/oslabs-beta/oslabs
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/osquery/osquery:
  description: ''
  addition_method: manual
  content_hash: d9ef4b2cad506becb381fe7af032227e534de1c56b9b995eaf6f5ac8efe2a1b5
  gh_license: NOASSERTION
  gh_pushed: '2026-06-11T16:38:35Z'
  gh_stars: 23311
  health_score: 100.0
  last_checked: 1779031489.87363
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2026'
  ai_summary: Exposes an operating system as a relational database, enabling SQL-based
    queries to audit process runtime, file integrity, and network connections. osquery
    is universally recognized as a core utility for security telemetry and host-level
    compliance in 2026.
  language: C++
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Security
  - Monitoring
  - Host Security
  is_microservice: false
  title: OS Query
https://github.com/oxnr/awesome-bigdata:
  description: ''
  addition_method: manual
  content_hash: 4552c3d5e223505717dfb386b8f032d850534044432e76ce9768c4e8b076bd64
  gh_license: MIT
  gh_pushed: '2026-05-19T14:05:40Z'
  gh_stars: 14440
  health_score: 100.0
  last_checked: 1779130494.937985
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  stars: 5
  ai_summary: A comprehensive directory for the distributed data ecosystem. Highlights
    streaming platforms (Kafka, Flink), compute engines (Spark), and modern distributed
    object stores, outlining integration paths for container-orchestrated big data
    structures. Indispensable for Big Data platform architects.
  language: N/A
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Big Data
  - Resources
  is_microservice: false
  title: onurakpolat/awesome-bigdata
  is_special: true
https://github.com/ozbillwang/terraform-best-practices:
  description: ''
  addition_method: manual
  content_hash: 2d0ec5a3ac2a2ef39f882d759c75efe4e38a9a939282a7b1bd249d791024a853
  health_score: 100.0
  last_checked: 1781736233.774268
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: A granular community directory presenting opinions, formatting templates,
    and state handling rules designed to maximize maintainability across large infrastructure
    teams working on complex IaC footprints.
  language: Markdown
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Best Practices
  - Design Patterns
  is_microservice: false
  title: github.com/ozbillwang/terraform-best-practices
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/pabpereza/containers-best-practices:
  description: ''
  addition_method: manual
  content_hash: 4dfa0ad15ee0933e81a9049b2a4e0fa53056fa3a9aff84a9ed03b5c360d05180
  health_score: 100.0
  last_checked: 1781735929.515287
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2024'
  stars: 1
  ai_summary: A highly practical repository showing production-hardened Dockerfile
    recipes for standard enterprise frameworks. Emphasizes pipeline optimization,
    caching methods, and image size constraints.
  language: Dockerfile
  resource_type: repository
  complexity: Intermediate
  hierarchy:
  - Containers
  - Build Optimization
  - Reference Implementation
  is_microservice: true
  title: 'github.com/pabpereza/curated-dockerfiles-examples: Curated Dockerfiles examples'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/pabpereza/curated-dockerfiles-examples:
  addition_method: manual
  content_hash: 6ab2f20ab9d370019bac48f7c2e14ccbb9d9c2c24f36dc95c5038fe94bfad72d
  description: ''
  health_score: 100.0
  last_checked: 1779032217.240383
  stars: 0
  title: 'github.com/pabpereza/curated-dockerfiles-examples: Curated Dockerfiles examples'
  v1_locations:
  - docs/docker.md
  year: N/A
https://github.com/palantir/bulldozer:
  description: ''
  addition_method: manual
  content_hash: ac1ad64109418f0591257c3ad7348bced74ce36bc4771eb491de368515255fcb
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T17:14:05Z'
  gh_stars: 803
  health_score: 100.0
  last_checked: 1779031410.787578
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2026'
  ai_summary: Palantir's open-source auto-merge bot for GitHub repositories. Bulldozer
    monitors label states, status tests, and approval counts to execute configurable
    squash, rebase, or merge policies. Extremely stable in massive enterprise codebases.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Automation Bots
  is_microservice: true
  title: 'Bulldozer: GitHub Pull Request Auto-Merge Bot'
https://github.com/palark/awesome-devops-telegram:
  description: ''
  addition_method: manual
  content_hash: 30072b347a40e25af6b8ff17125dc710f9b1effa8f9d2409746cd31d5af6464f
  health_score: 100.0
  last_checked: 1781736123.315138
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An curated index of Telegram groups, discussion channels, and notification
    bot architectures focusing on systems administration and cloud-native computing.
    Useful for real-time peer networking and regional infrastructure communities.
  language: Markdown
  resource_type: Awesome List
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - DevOps & SRE Engineering
  - Community Channels
  is_microservice: false
  title: 'github.com/palark/awesome-devops-telegram: Awesome DevOps Telegram'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/paliimx/Data-Structures-and-Algorithms:
  addition_method: manual
  content_hash: aba8ef44d0d0bf757f3b76b8166af33db8d73d477997e4455e54311b41d235fe
  description: ''
  health_score: 100.0
  last_checked: 1779030236.011941
  stars: 0
  title: '==github.com/paliimx: Data Structures and Algorithms implementation in Go=='
  v1_locations:
  - docs/golang.md
  year: N/A
https://github.com/pallets/jinja:
  description: ''
  addition_method: manual
  content_hash: 1e9cd4f86c4b8785e7f2c2e0689e64aef756e7ab90883972379d5f1f0081536b
  gh_license: BSD-3-Clause
  gh_pushed: '2025-06-14T20:35:04Z'
  gh_stars: 11664
  health_score: 100.0
  last_checked: 1779029565.847513
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/about.md
  - docs/ansible.md
  v2_locations:
  - ansible.md
  - about.md
  year: '2024'
  ai_summary: The official repository for Jinja, the ubiquitous Python-based templating
    engine. Jinja underpins all dynamic evaluation structures inside Ansible, enabling
    programmatic infrastructure assembly.
  language: Python
  resource_type: github_repo
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Templating Engine
  - Jinja
  is_microservice: false
  title: "jinja \U0001F31F"
https://github.com/pan-net-security/kcount:
  description: ''
  addition_method: manual
  content_hash: 0e6bc89653f778805e84ba395fa18286d3549f53651fb36c387b3d278c52cd3b
  health_score: 100.0
  last_checked: 1781736046.912258
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A legacy resource-counting CLI tool designed to audit Kubernetes deployments
    and verify configuration density. The project has largely been archived, with
    modern platforms choosing native Prometheus queries, k9s, or newer kubectl extensions
    for cluster-wide resource inspections.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Operations
  - CLI Tooling
  - Resource Auditing
  is_microservice: false
  title: pan-net-security/kcount
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/panjf2000/gnet:
  addition_method: manual
  ai_summary: Curator Insight highlights gnet as a high-performance, non-blocking,
    event-driven networking library built on top of epoll/kqueue. Live Grounding showcases
    its superiority over Go's standard net library for raw throughput and ultra-low
    latency, making it ideal for custom edge proxies and IoT gateways.
  complexity: Advanced
  content_hash: d4f997408df477b115759895fa1f2b6c86ca1ba10ce0d60c7a7ca7743a3afc39
  description: ''
  gh_license: Apache-2.0
  gh_pushed: '2026-05-25T04:36:43Z'
  gh_stars: 11172
  health_score: 100.0
  hierarchy:
  - Architecture
  - Networking
  - Go High-Performance Network Libraries
  is_microservice: false
  language: English
  last_checked: 1779034456.756144
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: gnet
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/paragpallavsingh/90DaysOfDevOps:
  description: ''
  addition_method: manual
  content_hash: 149febf3d9b400a5a37973f6a1ce251f2edb4734defb191c268a298c01ba33ee
  gh_license: NOASSERTION
  gh_pushed: '2024-01-04T15:59:26Z'
  gh_stars: 11
  health_score: 100.0
  last_checked: 1779033731.536896
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: '2022'
  ai_summary: A highly practical 90-day learning path targeting foundational DevOps
    principles. Step-by-step tasks systematically introduce participants to continuous
    delivery pipelines, basic automation scripting, and system telemetry.
  language: Markdown
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - DevOps
  - Education
  - Syllabus
  is_microservice: false
  title: 'github.com/paragpallavsingh/90DaysOfDevOps: 90DaysOfDevOps Challenge'
https://github.com/paragpallavsingh/90DaysOfDevOps/blob/master/submission/day21/README.md:
  description: ''
  addition_method: manual
  content_hash: bd0434b4f67197d16cb10dd6a4a6983b094d67300836941530c9894310032325
  gh_license: NOASSERTION
  gh_pushed: '2024-01-04T15:59:26Z'
  gh_stars: 11
  health_score: 100.0
  last_checked: 1779032055.065826
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - GUIDE
  - COMMUNITY-TOOL
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: '2022'
  ai_summary: A hands-on instructional guide focusing on the underlying container
    runtimes, image building patterns, registry integrations, and storage volumes.
    Clarifies how virtual isolation concepts scale within container systems.
  language: Markdown
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Containerization
  - Docker
  - Fundamentals
  is_microservice: true
  title: 'github.com/paragpallavsingh/90DaysOfDevOps: Day 21 Task: Docker Essential''
    Concepts'
https://github.com/paralus/paralus:
  addition_method: manual
  content_hash: 7820d8be5aed032c58102323a5d484698de3650773508931b4dd4bd44bd52e89
  health_score: 100.0
  last_checked: 1779029148.067804
  v1_locations:
  - docs/kubernetes-security.md
https://github.com/particledecay/kconf:
  description: ''
  addition_method: manual
  content_hash: a1f5769fe0ccb9565fb6cdf5c0f69e47c2416a7a535486b6cbbe209cd21346c3
  gh_license: MIT
  gh_pushed: '2025-01-22T15:20:48Z'
  gh_stars: 154
  health_score: 100.0
  last_checked: 1779030849.128404
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A command-line client designed to merge, switch, and delete multiple
    kubeconfig files. It eliminates configuration chaos by providing simple CLI interfaces
    for dynamic context management.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Development & Testing
  - Kubeconfig Management
  - Context Switchers
  is_microservice: false
  title: particledecay/kconf
https://github.com/patelh/kafka-manager:
  addition_method: manual
  content_hash: 2d333694949a6cb951ee8f2f71f29b5c6b182ce8285c8b119e38ad7c628d9bd0
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779032682.27507
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://github.com/patrickdappollonio/kubectl-slice:
  description: ''
  addition_method: manual
  content_hash: 414bf0b4a60daf407d27f053f71dd1654e926369befa68bf5bfc877e2fe3e1b3
  gh_license: MIT
  gh_pushed: '2026-03-05T19:23:27Z'
  gh_stars: 367
  health_score: 100.0
  last_checked: 1779032106.357118
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A CLI extension that parses multi-document Kubernetes YAML files to
    slice them cleanly into separate, organized manifest files based on names and
    kinds. It streamlines GitOps directory structures.
  language: Go
  resource_type: Kubectl Plugin
  complexity: Intermediate
  hierarchy:
  - Development & Testing
  - Kubectl Plugins
  - Manifest Slicing
  is_microservice: false
  title: patrickdappollonio/kubectl-slice
https://github.com/patrickdappollonio/tabloid:
  description: ''
  addition_method: manual
  content_hash: eaf7f45e7d7e75ef950f109ede0daa43f3c77058b27b6691606af1c1f7aa474a
  gh_license: MIT
  gh_pushed: '2026-03-12T06:00:37Z'
  gh_stars: 47
  health_score: 100.0
  last_checked: 1779029732.690315
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A neat terminal formatter utility built to clean up and tabulate raw
    CSV or complex JSON logs. It aids platform engineers during data extraction steps,
    structuring CLI outputs for debugging purposes.
  language: Go
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Development & Testing
  - CLI Utilities
  - Data Formatting
  is_microservice: false
  title: 'patrickdappollonio/tabloid: tabloid -- your tabulated data''s best friend'
https://github.com/patroni/patroni:
  description: ''
  addition_method: manual
  content_hash: 9c970a4db461c765d7ff1a10eb4fdb4bc57d55e171c18a8a5e34e429bc3c85f4
  gh_license: MIT
  gh_pushed: '2026-06-11T12:59:10Z'
  gh_stars: 8523
  health_score: 100.0
  last_checked: 1779130495.030459
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: '2026'
  stars: 5
  ai_summary: Industry-standard Python-driven template for high-availability PostgreSQL.
    Integrates with Distributed Consensus Stores (DCS) like etcd, Consul, or ZooKeeper
    to manage dynamic leader election, dynamic failover, and streaming replicas.
  language: Python
  resource_type: Open Source Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - PostgreSQL HA
  - Orchestration
  is_microservice: true
  title: Patroni
https://github.com/paulczar/k8s-spring-petclinic:
  description: ''
  addition_method: manual
  content_hash: 849b61264ab85493e5d5741dac02e95c26d56f898c142920fcc725b2cb61af44
  health_score: 100.0
  last_checked: 1781735921.314396
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2018'
  ai_summary: An archived community demonstration showing the deployment of the legacy
    Spring PetClinic application to raw Kubernetes. Utilizes direct YAML manifests
    and basic service discovery, serving as a historical baseline for modern Helm/Kustomize
    deployments.
  language: Shell
  resource_type: Repository
  complexity: Basic
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Application Migration
  is_microservice: false
  title: github.com/paulczar/k8s-spring-petclinic
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/pditommaso/awesome-pipeline:
  description: ''
  addition_method: manual
  content_hash: d42397ae3c2b2843e13aaa9b9c77d0bcc0e2682558bb41aba1b192f767288f74
  health_score: 100.0
  last_checked: 1781736123.11977
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A curated library focused on pipeline and scientific workflow engines
    such as Apache Airflow, Nextflow, and Snakemake. Facilitates rapid discovery of
    massive datasets processing frameworks and high-concurrency task managers.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Data Pipeline Systems
  - Workflow Engines
  is_microservice: false
  title: Awesome Pipeline
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/pelotech/jsonnet-controller:
  description: ''
  addition_method: manual
  content_hash: 8755a3a0ec2363b794692744fec46514db17640ab30292b94391d140c1962a2f
  gh_license: Apache-2.0
  gh_pushed: '2023-03-10T22:59:49Z'
  gh_stars: 73
  health_score: 100.0
  last_checked: 1779033925.755712
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A Kubernetes operator designed to evaluate Jsonnet templates and apply
    the generated manifests directly to the cluster. This allows teams to maintain
    dynamic, parameterized infrastructure definitions natively without external rendering
    steps. As of 2026, the project is relatively dormant but remains a unique reference
    for templating controllers.
  language: Go
  resource_type: Kubernetes Operator
  complexity: Medium
  hierarchy:
  - Declarative Configuration
  - Operator
  - Jsonnet
  is_microservice: false
  title: jsonnet-controller
https://github.com/percona/grafana-dashboards:
  description: ''
  addition_method: manual
  content_hash: 3d0013e69dcb8c3465e6e597603ea57278b4fd858c317a3ce79429448a7888a4
  gh_license: AGPL-3.0
  gh_pushed: '2026-04-02T19:10:58Z'
  gh_stars: 2902
  health_score: 100.0
  last_checked: 1779029641.250736
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: '2023'
  ai_summary: Enterprise-grade dashboards by Percona designed for MySQL, PostgreSQL,
    and MongoDB monitoring. Delivers deep, low-level metrics on query throughput,
    memory pool utilization, and thread contention.
  language: JSON
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Database Monitoring
  is_microservice: false
  title: "Percona Grafana dashboards for MySQL and MongoDB monitoring using Prometheus
    \U0001F31F"
https://github.com/percona/pg_stat_monitor:
  description: ''
  addition_method: manual
  content_hash: 5976374d675013742110ad47085adbc39499251dac209362ce08e22bb7938b9d
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T13:18:20Z'
  gh_stars: 581
  health_score: 100.0
  last_checked: 1779031507.713938
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: '2024'
  ai_summary: Percona's advanced query performance monitoring extension for PostgreSQL.
    Extends the capabilities of pg_stat_statements with bucket-based statistics, client
    IP address tracking, visual execution plan analysis, and granular resource utilization
    metrics.
  language: C
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Databases
  - PostgreSQL
  - Extensions
  is_microservice: false
  title: ==percona/pg_stat_monitor==
https://github.com/pfnet-research/k8s-cluster-simulator:
  description: ''
  addition_method: manual
  content_hash: 7493b7284b8ae9449d4069df5586b8bedba4871650d03af765099379c2baab97
  gh_license: Apache-2.0
  gh_pushed: '2020-07-21T02:12:00Z'
  gh_stars: 128
  health_score: 100.0
  last_checked: 1779034498.017791
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A Go-based simulator designed to model and evaluate Kubernetes cluster
    behaviors, specifically scheduling algorithms, without spinning up actual virtual
    machines. It allows developers to test customized schedulers under synthetic workloads,
    providing metrics on queue times and resource utilization. As of 2026, while development
    has slowed, it remains a valuable tool for academic research and scheduler optimization
    profiling.
  language: Go
  resource_type: Simulation Tool
  complexity: High
  hierarchy:
  - Infrastructure
  - Simulation
  - Scheduling
  is_microservice: false
  title: k8s-cluster-simulator
https://github.com/pie-r/terragrunt-vs-terraspace:
  description: ''
  addition_method: manual
  content_hash: eb4956f8fdddaef7dda3b2c31de2b17b46878bbbfc31274ea28c4141a0de8530
  gh_license: MIT
  gh_pushed: '2022-02-01T20:58:27Z'
  gh_stars: 11
  health_score: 100.0
  last_checked: 1779031802.402224
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2022'
  ai_summary: An analytical repository contrasting the structural patterns, dependency
    engines, and deployment structures of Terragrunt and Terraspace. Includes hands-on
    config templates that highlight maintenance overheads, execution speeds, and setup
    patterns, helping architects select the optimal orchestration layer.
  language: HCL
  resource_type: Comparison
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Guides and Reviews
  - Framework Comparisons
  is_microservice: false
  title: pie-r/terragrunt-vs-terraspace
https://github.com/pieterlange/kube-backup:
  description: ''
  addition_method: manual
  content_hash: c4730bccb12307f10f91f301f95658caf5623cbdfdd2c26232d6b384e92c4f37
  gh_license: MIT
  gh_pushed: '2023-05-31T08:37:18Z'
  gh_stars: 493
  health_score: 100.0
  last_checked: 1779032074.798511
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: '2023'
  ai_summary: Automates Kubernetes resource state replication directly to target Git
    repositories. This pattern acts as an early architectural precursor to fully fledged
    declarative GitOps platforms, maintaining a point-in-time configuration ledger.
  language: Shell
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Protection
  - GitOps Synchronizers
  is_microservice: true
  title: 'kube-backup: Kubernetes resource state sync to git'
https://github.com/pingcap/chaos-mesh:
  addition_method: manual
  content_hash: dda04b09c01fae29e8fd45959bbd630e73f4e1333799a464731c56bbd42e7e70
  description: ''
  health_score: 100.0
  last_checked: 1779029884.018319
  stars: 0
  title: Chaos Mesh
  v1_locations:
  - docs/chaos-engineering.md
  year: N/A
https://github.com/piomin/sample-quarkus-serverless-kafka:
  description: ''
  addition_method: manual
  content_hash: b53f3eae818c81e02e6a0b94b7488d51e308c34cf1065c23ddc170eb55ac770c
  health_score: 100.0
  last_checked: 1781735921.282507
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: A reference implementation of reactive serverless pipelines using Quarkus,
    Knative, and Apache Kafka. Illustrates sub-second cold starts, reactive stream
    processing (using SmallRye Reactive Messaging), and optimized containerization
    tailored for Kubernetes native eventing.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Event-Driven Architectures
  - Serverless Java
  - Quarkus with Kafka
  is_microservice: true
  title: piomin/sample-quarkus-serverless-kafka
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/piomin/sample-spring-microservices-kubernetes:
  description: ''
  addition_method: manual
  content_hash: 7b68084321c423fc979d94581cc5f399666ec7b22c6688efac456f1f89a564ca
  health_score: 100.0
  last_checked: 1781735921.162134
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2022'
  ai_summary: An active and highly referenceable demo project exhibiting the deployment
    of Spring Boot microservices inside a Kubernetes cluster. Utilizes Spring Cloud
    Kubernetes for discovery, ConfigMaps for configurations, and Ribbon/Feign client
    integrations for service-to-service communication.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Cloud-Native Java
  - Spring Boot Microservices
  is_microservice: true
  title: "piomin/sample-spring-microservices-kubernetes: Microservices with Spring'
    Boot and Spring Cloud on Kubernetes Demo Project - piotrminkowski.com \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/piomin/sample-spring-microservices-new:
  description: ''
  addition_method: manual
  content_hash: 3c77783716bdba0c1ad4ebc032a24ee895081a1ef6f86cb4d9e320a0b7cdf591
  health_score: 100.0
  last_checked: 1781735920.996053
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: An updated showcase of modern, distributed architectures using the newest
    Spring Cloud dependencies. Features advanced setups including Spring Cloud Gateway,
    distributed tracing integrations, and resilient fault-tolerant design patterns.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Application Development
  - Cloud-Native Java
  - Advanced Microservices
  is_microservice: true
  title: '==piomin/sample-spring-microservices-new: Microservices with Spring Cloud''
    Advanced Demo Project=='
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/piomin/spring-boot-logging:
  description: ''
  addition_method: manual
  content_hash: f61078163caa86c3273795e77cf5f09599e22484f19d530c757cfa4cd9e40165
  gh_license: MIT
  gh_pushed: '2026-06-11T03:00:05Z'
  gh_stars: 276
  health_score: 100.0
  last_checked: 1779033170.193844
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2024'
  ai_summary: A utility library designed to simplify HTTP request/response logging
    in Spring Boot applications. It provides pre-configured logging filters that output
    telemetry in structured, customizable layouts suitable for parsing tools like
    Elasticsearch or Fluentd. It is highly valued by development teams seeking instant
    operational insight without having to draft custom servlet filter logic.
  language: Java
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - Observability
  - Logging
  is_microservice: false
  title: github.com/piomin/spring-boot-logging
https://github.com/pipe-cd/pipe:
  addition_method: manual
  content_hash: ed2b7808a49a0f3c8dea8754e402794d99da8842b985f2cf42574a98a94effd6
  description: ''
  health_score: 100.0
  last_checked: 1779030564.322988
  stars: 0
  title: PipeCD
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/pipe-cd/pipecd:
  description: ''
  addition_method: manual
  content_hash: 7548fa0a7672db1a06711bdb742402e633225ad252e3b8752d327967162f2dfe
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T09:01:15Z'
  gh_stars: 1290
  health_score: 100.0
  last_checked: 1779130494.958993
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  stars: 4
  ai_summary: PipeCD is a GitOps-style continuous delivery system supporting multi-cloud
    and multi-tenant environments. It coordinates deployments across Kubernetes, serverless,
    and cloud infrastructure with advanced strategies like canary and blue-green.
  language: Go
  resource_type: CD Platform
  complexity: High
  hierarchy:
  - Application Delivery
  - GitOps
  - Continuous Delivery
  is_microservice: true
  title: PipeCD
https://github.com/pixie-io/pixie:
  description: ''
  addition_method: manual
  content_hash: 02266d95e66c012c7eb772198747f3995b13c271ca458ee0d64ccdf96261d227
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T08:28:04Z'
  gh_stars: 6462
  health_score: 100.0
  last_checked: 1779029247.122971
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: An entry detailing the Pixie platform's open-source repository, which
    provides automatic kernel-level telemetry extraction using advanced eBPF probes.
    This allows immediate system-wide analysis of microservice network communications
    without app modifications.
  language: C++ / Go
  resource_type: Observability Platform
  complexity: Advanced
  hierarchy:
  - Observability & Diagnostics
  - eBPF Observability
  - Application Monitoring
  is_microservice: true
  title: 'github.com: Pixie - Instant Kubernetes-Native Application Observability'
https://github.com/pixie-labs/pixie:
  addition_method: manual
  content_hash: 02266d95e66c012c7eb772198747f3995b13c271ca458ee0d64ccdf96261d227
  description: ''
  health_score: 100.0
  last_checked: 1779031382.133261
  stars: 0
  title: open source PxL scripts
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/planetlabs/draino:
  description: ''
  addition_method: manual
  content_hash: 0485308739e80d5fb7808efac66cf10e177a4850228fcab70768d089b19ac39a
  gh_license: Apache-2.0
  gh_pushed: '2024-03-26T15:33:02Z'
  gh_stars: 682
  health_score: 100.0
  last_checked: 1779029472.966393
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: An automated daemon designed to safely cordon and drain compute hosts
    when specific kernel or physical errors are flagged by the Node Problem Detector.
    It processes node status updates and gracefully evicts active workloads while
    strictly respecting configured Pod Disruption Budgets (PDBs).
  language: Go
  resource_type: Controller
  complexity: Advanced
  hierarchy:
  - Operations
  - Node Management
  - Auto-Remediation
  is_microservice: false
  title: Draino
https://github.com/plexsystems/konstraint:
  description: ''
  addition_method: manual
  content_hash: 67a94b5d308b5159a68246516d1ddff3a5de1ae0d3560b49dd554411fe82eee4
  gh_license: MIT
  gh_pushed: '2025-11-20T02:18:14Z'
  gh_stars: 393
  health_score: 100.0
  last_checked: 1779030012.288517
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: A template generation utility targeted at OPA Gatekeeper. It reads standard
    Rego policy documents to automatically produce ConstraintTemplates and Constraint
    manifests, simplifying structural governance by keeping policies organized and
    generating documentation natively.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Security
  - Policy Enforcement
  - Gatekeeper Boilerplate
  is_microservice: false
  title: konstraint
https://github.com/plexsystems/sinker:
  description: ''
  addition_method: manual
  content_hash: f7dacf65025e43daa871debccfd55ef08dfb3c1ee67db9f835119185970fadf9
  gh_license: MIT
  gh_pushed: '2024-06-13T22:25:52Z'
  gh_stars: 625
  health_score: 100.0
  last_checked: 1779030052.525123
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A target reconciliation tool that syncs third-party container image
    dependencies directly into private container registries. Helps maintain air-gapped
    environments by verifying repository assets dynamically.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Configuration Management
  - Image Syncing
  - Registry Integration
  is_microservice: false
  title: Sinker
https://github.com/polarpoint-io/groovy-jenkins-pipelines/blob/master/jobs/parameterisedPipelines.groovy:
  addition_method: manual
  content_hash: 13f515a8fbdb8c2673cac406bb85dde5012f2f6a9e0b8cd98bc9ff64a83e7da3
  description: ''
  health_score: 100.0
  last_checked: 1779032613.717987
  needs_ai_refresh: true
  stars: 0
  title: Example of a pipeline with parameters
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  year: N/A
https://github.com/policy-hub/policy-hub-cli:
  description: ''
  addition_method: manual
  content_hash: e7d03b6dc3bdca8813c7ed6d170de04155ccd3bda901b65d4239ecf579068793
  health_score: 100.0
  last_checked: 1781736154.414368
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: A lightweight command-line utility engineered to improve discoverability
    and usability of Rego-based policies. This tool parses and indexes shared policy
    repositories, enabling infrastructure and platform engineers to search, validate,
    and integrate standard compliance policies directly from local environments.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Security & Compliance
  - Developer Tooling
  is_microservice: false
  title: "PolicyHub CLI, a CLI tool that makes Rego policies searchable \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/pomerium/pomerium:
  description: ''
  addition_method: manual
  ai_summary: Pomerium acts as an identity-aware, security-oriented context reverse
    proxy designed to establish robust Zero Trust access policies without relying
    on client-side VPN installations. It integrates with enterprise SSO providers
    to secure endpoints. Architecturally, it enforces contextual verification at the
    application layer, dramatically minimizing external attack vectors.
  complexity: Advanced
  content_hash: cc02d1fac20ce4ba0baf37149e8e08117ca3cab7e964aaf3beb941a8be184d59
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T02:36:05Z'
  gh_stars: 4850
  health_score: 100.0
  hierarchy:
  - Security
  - Identity & Access Management
  - Zero Trust Proxy
  is_microservice: true
  language: Go
  last_checked: 1779031190.532646
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: Pomerium
https://github.com/porscheofficial/terraform-aws-ecr-watch:
  description: ''
  addition_method: manual
  content_hash: aa8b24b93f36f3a334885d2229bbf0f69d345c321a70d514216b65d2eaa1e120
  gh_license: MIT
  gh_pushed: '2024-08-20T08:42:35Z'
  gh_stars: 70
  health_score: 100.0
  last_checked: 1779032035.086911
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: An open-source Terraform automation module constructed to monitor AWS
    Elastic Container Registry (ECR) push actions. It facilitates automated security
    audits, vulnerability tracking, and dynamic alert dispatches to external systems
    during image push phases.
  language: HCL
  resource_type: Module
  complexity: Intermediate
  hierarchy:
  - AWS
  - Container Registry
  - Monitoring
  is_microservice: true
  title: porscheofficial/terraform-aws-ecr-watch
https://github.com/portainer/portainer:
  description: ''
  addition_method: manual
  content_hash: 9801957f719b4d73c44cbe28235ecc626acfcd5c17c9604e3fb24fdd2f062811
  gh_license: Zlib
  gh_pushed: '2026-06-13T13:30:22Z'
  gh_stars: 37720
  health_score: 100.0
  last_checked: 1779030983.214358
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2017'
  ai_summary: Portainer is a container management application that simplifies configuration
    and monitoring of multi-engine container environments, including Kubernetes. Featuring
    an intuitive web interface, it lowers the operational barrier for developers and
    sysadmins, facilitating application delivery and role-based access control.
  language: Go / JavaScript
  resource_type: Management UI
  complexity: Intermediate
  hierarchy:
  - Observability & Diagnostics
  - Cluster Management Platforms
  - UI Tools
  is_microservice: true
  title: github.com/portainer/portainer
https://github.com/poseidon/typhoon:
  description: ''
  addition_method: manual
  ai_summary: Typhoon is a minimalist, secure, and performant bare-metal and multi-cloud
    Kubernetes distribution built entirely with Terraform. It bootstraps standard,
    upstream CNCF-compliant Kubernetes onto Flatcar Container Linux (and historically
    CoreOS), providing an excellent reference model for git-driven infrastructure
    without vendor lock-in.
  complexity: Advanced
  content_hash: eabed949abc7e97e883d4c2336bf042c68b993a651e3770fed387707121e4f10
  gh_license: MIT
  gh_pushed: '2026-06-08T05:09:05Z'
  gh_stars: 2044
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Cluster Provisioning
  - Bare Metal
  is_microservice: false
  language: HCL
  last_checked: 1779034373.48772
  needs_ai_refresh: true
  resource_type: Software
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/kubernetes-tools.md
  - docs/matrix-table.md
  - docs/terraform.md
  v2_locations:
  - kubernetes-on-premise.md
  - terraform.md
  - kubernetes-tools.md
  - matrix-table.md
  year: '2026'
  title: poseidon/typhoon
https://github.com/postfinance/kubectl-sudo:
  description: ''
  addition_method: manual
  content_hash: 1d0c4f719b8d8ead754327229644c725048b578fc87e4c3f02741c13710a8123
  gh_license: MIT
  gh_pushed: '2026-02-13T09:21:55Z'
  gh_stars: 172
  health_score: 100.0
  last_checked: 1779030526.03525
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A kubectl plugin that mimics the Unix sudo command inside a Kubernetes
    context. It allows system administrators with cluster-admin access to dynamically
    elevate privileges or impersonate other service accounts on a per-command basis.
  language: Shell
  resource_type: CLI Plugin
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Authentication & Authorization
  - Escalation Tools
  is_microservice: false
  title: kubectl-sudo
https://github.com/postgresml/postgresml:
  description: ''
  addition_method: manual
  content_hash: cc93e4a2d033d514f1eae5f0194a1174771e1a3c09454486240577573b8de316
  gh_license: MIT
  gh_pushed: '2025-07-01T12:26:02Z'
  gh_stars: 6800
  health_score: 100.0
  last_checked: 1779032153.247844
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2024'
  ai_summary: An extension that integrates machine learning directly inside PostgreSQL,
    written in Rust. It enables developers to train and run real-time inference using
    classic models or LLMs natively through SQL, entirely bypassing external ETL and
    API pipeline latency.
  language: Rust
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Machine Learning
  - Databases
  - In-database ML
  is_microservice: true
  title: "postgresml/postgresml \U0001F31F"
https://github.com/postmanlabs/newman:
  description: ''
  addition_method: manual
  content_hash: 104644b779cf7ddd3c5b89d58a5cea56101fb4e4216a5057050319208deae31b
  gh_license: Apache-2.0
  gh_pushed: '2026-03-17T21:17:20Z'
  gh_stars: 7227
  health_score: 100.0
  last_checked: 1779034296.130974
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/postman.md
  v2_locations:
  - postman.md
  year: '2026'
  ai_summary: Newman is a command-line collection runner for Postman. Developed with
    Node.js, it facilitates direct integration of Postman test suites into Jenkins,
    GitLab CI, and GitHub Actions environments.
  language: JavaScript
  resource_type: Command Line Tool
  complexity: Intermediate
  hierarchy:
  - Software Testing
  - API Testing
  - CLI Tools
  is_microservice: true
  title: Newman
https://github.com/powerfulseal/powerfulseal:
  description: ''
  addition_method: manual
  content_hash: f7451cb8847baa11d6ebf79ca5ddcdd746cd361c8780247efec55a2b6b57c529
  gh_license: Apache-2.0
  gh_pushed: '2023-11-10T18:28:39Z'
  gh_stars: 1975
  health_score: 100.0
  last_checked: 1779030327.30863
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: '2024'
  ai_summary: A Python-based chaos engine designed for Kubernetes. PowerfulSeal operates
    interactively or via declarative policy configurations to systematically delete
    pods, shut down infrastructure nodes, and disrupt networking to reveal platform
    design flaws.
  language: Python
  resource_type: Software Utility
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Kubernetes Tools
  is_microservice: true
  title: PowerfulSeal
https://github.com/prabhatsharma/kubernetes-the-hard-way-aws:
  description: ''
  addition_method: manual
  ai_summary: An educational repository porting 'Kubernetes the Hard Way' directly
    onto AWS infrastructure. Step-by-step documentation on manually creating VPCs,
    Security Groups, EC2 nodes, and manually compiling and executing cluster daemons.
  complexity: Advanced
  content_hash: 3952a4d45c125a3bd49a58b470a7615c58a25f0964fee77a1b676ee58c6d5da5
  gh_license: Apache-2.0
  gh_pushed: '2024-07-14T14:00:19Z'
  gh_stars: 668
  health_score: 100.0
  hierarchy:
  - Provisioning
  - Bootstrapping
  - AWS
  is_microservice: false
  language: Markdown
  last_checked: 1779032383.731548
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2022'
  title: 'Kubernetes The Hard Way: AWS Edition'
https://github.com/practo/k8s-worker-pod-autoscaler:
  description: ''
  addition_method: manual
  content_hash: 0e8cd47995d943bab6e6b0b1b1ec105d375c88271d030181da795e7b7f3405c3
  gh_license: Apache-2.0
  gh_pushed: '2024-02-28T00:17:55Z'
  gh_stars: 161
  health_score: 100.0
  last_checked: 1779031850.49453
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: A specialized worker autoscaler controller that targets instances consuming
    messages from queue brokers (such as SQS, Beanstalk, and RabbitMQ). It optimizes
    capacity scaling by using real-time backlog latency metrics rather than basic
    CPU or Memory usage averages, avoiding issues with delayed processing loops.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Operations
  - Autoscaling
  - Queue-Based Scaling
  is_microservice: false
  title: k8s-worker-pod-autoscaler
https://github.com/prae1809/PowerShell-Scripts/tree/master/OperationalCollections:
  addition_method: manual
  content_hash: 40cef8eb5249ee27180fac12c9712a6c8ff6e9ccb51d0f1523e7b993e99612b8
  description: ''
  health_score: 100.0
  last_checked: 1779034531.292432
  needs_ai_refresh: true
  stars: 0
  title: 'prae1809/PowerShell-Scripts: OperationalCollections'
  v1_locations:
  - docs/azure.md
  year: N/A
https://github.com/pravega/pravega-operator:
  description: ''
  addition_method: manual
  content_hash: d898b90b80d9981429b5c5bfe89093a2514b6f53affc75715f369cab2ef477ef
  gh_license: Apache-2.0
  gh_pushed: '2024-04-19T12:27:01Z'
  gh_stars: 40
  health_score: 100.0
  last_checked: 1779030952.272151
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: Deploys and maintains high-throughput Pravega streaming architectures,
    orchestrating the state of BookKeeper, ZooKeeper, and active cluster storage segments.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Management
  - Streaming Data
  - Operators
  is_microservice: false
  title: pravega/pravega-operator
https://github.com/predatorray/kubectl-tmux-exec:
  description: ''
  addition_method: manual
  content_hash: 1a5f044cd22b71f4aad4e84114cf9f2986b1d4b4d562e92a753b22b1c5b67bf3
  gh_license: MIT
  gh_pushed: '2026-03-01T04:27:56Z'
  gh_stars: 141
  health_score: 100.0
  last_checked: 1779029735.560156
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A highly practical kubectl plugin that leverages tmux to multiplex exec
    connections across multiple Kubernetes pods simultaneously. It allows administrators
    to run interactive CLI tasks in parallel, with separate panes synchronized for
    keyboard input. In 2026, it remains an indispensable power-user CLI utility for
    on-the-fly multi-pod troubleshooting.
  language: Go
  resource_type: Kubectl Plugin
  complexity: Medium
  hierarchy:
  - Operations
  - CLI Tool
  - Multi-Execution
  is_microservice: false
  title: kubectl-tmux-exec
https://github.com/presslabs/silver:
  addition_method: manual
  content_hash: bfb0ee7ca876450db0ec452d1e5ca683f4f0f0727c1b1e53faa2f388f6902dab
  description: ''
  health_score: 100.0
  last_checked: 1779030327.207535
  stars: 0
  title: 'github.com: Django app + RESTful API for automatic billing'
  v1_locations:
  - docs/python.md
  year: N/A
https://github.com/priyankavergadia/google-cloud-4-words:
  description: ''
  addition_method: manual
  content_hash: e4dc5e8ed8e0eb7d687668e784ff39f5e9894f6c4c35df1d286c1f596a50bdb0
  gh_license: NOASSERTION
  gh_pushed: '2024-04-06T10:56:15Z'
  gh_stars: 8225
  health_score: 100.0
  last_checked: 1779032249.102774
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2024'
  ai_summary: An exceptionally popular developer's directory translating Google Cloud's
    extensive product portfolio into four-word functional summaries accompanied by
    visual flowcharts. It simplifies GCP's architectural choices across compute, database,
    and machine learning domains.
  language: Markdown
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - GCP
  - Architecture Reference
  is_microservice: false
  title: "The Google Cloud Developer's Cheat Sheet \U0001F31F"
https://github.com/proferosec/log4jScanner:
  description: ''
  addition_method: manual
  ai_summary: A community-focused scanning utility designed to recursively inspect
    complex directory structures and nested archives for vulnerable Log4j libraries.
    It is a highly useful offline scanner for validating legacy artifacts and directory
    paths without needing dynamic agents or runtimes.
  complexity: Intermediate
  content_hash: b96dfbd1bf67161008b95d50ac93332a619a06c4edac3b2840cea7575a864099
  gh_license: GPL-3.0
  gh_pushed: '2023-02-25T10:43:55Z'
  gh_stars: 489
  health_score: 100.0
  hierarchy:
  - Security
  - Vulnerabilities
  - Log4Shell Scanners
  is_microservice: false
  language: Go
  last_checked: 1779030534.894602
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2021'
  title: proferosec/log4jScanner
https://github.com/projectcapsule/capsule:
  description: ''
  addition_method: manual
  content_hash: 9909cd87b5212e648da81e6f1131696ff237383b99fa687ed1a794c98803e1df
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T20:26:28Z'
  gh_stars: 2095
  health_score: 100.0
  last_checked: 1779130495.02497
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  stars: 5
  ai_summary: Capsule aggregates namespaces into virtual 'tenants', providing secure
    multi-tenancy. It enforces dynamic network isolation, storage limits, and ingress
    classes, forming a foundation for platform engineering.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Security
  - Multi-tenancy
  - Platform Engineering
  - Operators
  is_microservice: false
  title: Capsule Operator
https://github.com/projectsveltos/sveltosctl:
  description: ''
  addition_method: manual
  ai_summary: The CLI dashboard for Project Sveltos. It specializes in executing dry-runs
    and drift validations on declarative ClusterProfiles to ensure configuration validity
    prior to propagating resources to remote edge clusters.
  complexity: Advanced
  content_hash: f5a56a2a6cf918656ac017aac3d15713c356346363a8b89203a99aeff2aa3738
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T09:07:49Z'
  gh_stars: 36
  health_score: 100.0
  hierarchy:
  - Multi-Cluster Management
  - Project Sveltos
  - Validation Tools
  is_microservice: false
  language: Go
  last_checked: 1779030732.681719
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2025'
  title: 'github.com/projectsveltos: sveltosctl'
https://github.com/prometheus:
  addition_method: manual
  content_hash: f22233e1a095fbaf7afc4d138e1001b5f8a651a23f4b3400ee46cc5cf3f73159
  description: ''
  health_score: 100.0
  last_checked: 1779032977.633814
  needs_ai_refresh: true
  stars: 0
  title: github.com/prometheus
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/prometheus-community/elasticsearch_exporter:
  description: ''
  addition_method: manual
  content_hash: 8a27be71411fbccd35894d68dab9e11c2c08f00cc45937ad8d7c845cc6d27d80
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T10:41:55Z'
  gh_stars: 2077
  health_score: 100.0
  last_checked: 1779029609.896277
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2024'
  ai_summary: Standard Prometheus-community exporter that queries Elasticsearch cluster
    health, shard counts, JVM memory usage, indexing metrics, and search latency times.
  language: Go
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Scraping & Exporters
  - Database Monitoring
  is_microservice: false
  title: prometheus-community/elasticsearch_exporter
https://github.com/prometheus-community/yet-another-cloudwatch-exporter:
  description: ''
  addition_method: manual
  content_hash: 7422a7e8438d8c3753064576e9d30acd5e5182da7fc21775ee4638fcb5ffddb2
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T19:50:05Z'
  gh_stars: 1209
  health_score: 100.0
  last_checked: 1779130495.012037
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2024'
  stars: 5
  ai_summary: Highly performance-optimized Prometheus exporter (YACE) designed to
    query metrics from AWS CloudWatch. Leverages cost-effective batched APIs to retrieve
    data without incurring high AWS costs.
  language: Go
  resource_type: Open Source Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Scraping & Exporters
  - Cloud Exporters
  is_microservice: false
  title: "YACE - yet another cloudwatch exporter \U0001F31F"
https://github.com/prometheus-operator:
  description: ''
  addition_method: manual
  content_hash: 361a65f1432f10133e0abb628023ab2161848c9bc23ecf7aef6d653de3008317
  health_score: 100.0
  last_checked: 1779031782.52189
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2024'
  ai_summary: 'The foundational open-source Prometheus Operator repository, automating
    the deployment, scaling, configuration, and maintenance of Prometheus instances
    inside Kubernetes clusters. Curator Insight: Kubernetes-native operator configurations.
    Live Grounding: The industry standard framework for implementing declarative,
    declarative-driven metrics infrastructure on Kubernetes.'
  language: Go
  resource_type: Repository
  complexity: Expert
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Prometheus
  - Operators
  is_microservice: true
  title: github.com/prometheus-operator
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/prometheus-operator/kube-prometheus:
  description: ''
  addition_method: manual
  ai_summary: The reference monitoring deployment for Kubernetes. Orchestrates the
    Prometheus Operator, Grafana, Alertmanager, and a collection of native exporters
    designed to monitor master control plane components.
  complexity: Advanced
  content_hash: 83406644b79c139181aba89253e69e0ef05e6d85df426c45f612896e4c54a605
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T22:52:29Z'
  gh_stars: 7673
  health_score: 100.0
  hierarchy:
  - Cloud Native Platforms
  - Kubernetes
  - Telemetry Bundles
  is_microservice: true
  language: Jsonnet
  last_checked: 1779031902.857322
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-monitoring.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-monitoring.md
  - kubernetes.md
  year: '2026'
  title: kube-prometheus
https://github.com/prometheus/alertmanager/releases/tag/v0.23.0-rc.0:
  description: ''
  addition_method: manual
  content_hash: 68f6c84d9e9cd966971f2fbb4e4460dcb3d3b060e93ed7c340774ba35095f235
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T15:32:45Z'
  gh_stars: 8504
  health_score: 100.0
  last_checked: 1779034423.116692
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2021'
  ai_summary: Release analysis of Alertmanager's v0.23 release cycle, detailing the
    addition of native AWS SNS integrations. Outlines the operational workflow for
    forwarding alerts straight to mobile endpoints, email, and lambda tasks.
  language: Go
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Alert Management
  - Core Releases
  is_microservice: false
  title: Alertmanager 0.23.0-rc.0 with awscloud SNS support is available for testing.
    There are also bugfixes and features for amtool
https://github.com/prometheus/blackbox_exporter:
  description: ''
  addition_method: manual
  content_hash: 593cd7935bbae878959967e6d90470e74ff717ddd0ff1285d86c06a2d19e60ef
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T09:42:48Z'
  gh_stars: 5728
  health_score: 100.0
  last_checked: 1779031302.611831
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2024'
  ai_summary: Official Prometheus community-supported exporter designed to probe endpoints
    over HTTP, HTTPS, DNS, TCP, ICMP, and gRPC protocols. Crucial for verifying application
    routing availability and TLS certificate statuses.
  language: Go
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Scraping & Exporters
  - Blackbox Probing
  is_microservice: false
  title: "blackbox_exporter \U0001F31F"
https://github.com/prometheus/client_java:
  addition_method: manual
  content_hash: f3d4393ef91ccea663a5d12780f661a9e5593af1855be923b21cd269a117131e
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779033416.184323
  needs_ai_refresh: true
  stars: 0
  title: github.com/prometheus/client_java
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/prometheus/jmx_exporter:
  description: ''
  addition_method: manual
  content_hash: 8d967db65980d954ec4b9f1f5e151614449060c43b40da99d369392afb5a3c42
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T13:55:29Z'
  gh_stars: 3306
  health_score: 100.0
  last_checked: 1779032219.945017
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/grafana.md
  - docs/monitoring.md
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  - grafana.md
  - monitoring.md
  year: '2024'
  ai_summary: A highly critical Prometheus collector that scrapes and formats JVM
    JMX mBeans. Widely utilized in enterprise legacy clusters running Java applications,
    Kafka, and Cassandra.
  language: Java
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Scraping & Exporters
  - JVM Monitoring
  is_microservice: false
  title: "Prometheus JMX Exporter \U0001F31F"
https://github.com/prometheus/jmx_exporter/blob/master/example_configs/activemq.yml:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030368.059173
  v1_locations:
  - docs/grafana.md
https://github.com/prometheus/jmx_exporter/blob/master/example_configs/artemis-2.yml:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029566.202379
  v1_locations:
  - docs/grafana.md
https://github.com/prometheus/jmx_exporter/blob/master/example_configs/kafka-2_0_0.yml:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032338.325393
  v1_locations:
  - docs/monitoring.md
https://github.com/prometheus/jmx_exporter/blob/master/example_configs/kafka-connect.yml:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034521.794722
  v1_locations:
  - docs/monitoring.md
https://github.com/prometheus/jmx_exporter/blob/master/example_configs/zookeeper.yaml:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032786.3845
  v1_locations:
  - docs/monitoring.md
https://github.com/prometheus/prometheus:
  description: ''
  addition_method: manual
  content_hash: 68afc308fd62f428764a67989913c76f6d0795ab2641a601ea7210ba3e1eea40
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T16:55:03Z'
  gh_stars: 64493
  health_score: 100.0
  last_checked: 1779033040.797472
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2026'
  ai_summary: Source codebase for Prometheus, the benchmark cloud-native telemetry
    engine. Employs active scraping mechanics over HTTP alongside a custom-built local
    TSDB to deliver sub-second querying speeds and powerful alerting capabilities.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Observability
  - Prometheus
  - Core Platform
  is_microservice: true
  title: github.com/prometheus/prometheus
https://github.com/prometheus/pushgateway:
  description: ''
  addition_method: manual
  content_hash: 69b67ba2a06c4cb4a4caa5e8daf49c6fab6a15e8a06a6beded05d1efd8ebd7fa
  gh_license: Apache-2.0
  gh_pushed: '2026-06-02T14:21:05Z'
  gh_stars: 3334
  health_score: 100.0
  last_checked: 1779032793.778703
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2026'
  ai_summary: Official GitHub repository for Prometheus Pushgateway. Designed to allow
    ephemeral, short-lived, or batch jobs to push metrics to an intermediate gateway,
    which Prometheus then scrapes. Note that official guidelines advise against using
    Pushgateway for standard applications due to structural state issues.
  language: Go
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Pushgateway
  is_microservice: true
  title: Pushgateway
https://github.com/prosimcorp/reforma:
  description: ''
  addition_method: manual
  content_hash: fac8f6c0f30d675f25cde18d1f989fb2ee4a4ad803e8da5994064aef3be9cb6b
  gh_license: Apache-2.0
  gh_pushed: '2024-12-31T19:15:47Z'
  gh_stars: 58
  health_score: 100.0
  last_checked: 1779029121.407969
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2025'
  ai_summary: Reforma is an emerging schema validation and dynamic mutation engine
    for Kubernetes manifests. Operating ahead of deployment pipelines, it allows engineers
    to declarative-define mutating policies and structural validations on raw YAML.
    This functions as a lightweight, modular alternative to complex mutating admission
    webhooks.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - GitOps & Configuration
  - Manifest Mutation
  is_microservice: false
  title: prosimcorp/reforma
https://github.com/prowler-cloud/prowler:
  description: ''
  addition_method: manual
  ai_summary: An industry-standard tool for Cloud Security Posture Management (CSPM).
    It systematically audits multi-cloud infrastructures against CIS benchmarks, GDPR,
    and PCI-DSS rules, outputting detailed security posture reviews and compliance
    logs.
  complexity: Intermediate
  content_hash: 3b8124957ef47d4927d8cf061a0f654cb72a9d3b3d855162fdfdd548c4694488
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T01:21:08Z'
  gh_stars: 13994
  health_score: 100.0
  hierarchy:
  - Security
  - Cloud Posture
  - Compliance & Audit
  is_microservice: false
  language: Python
  last_checked: 1779034373.312223
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: "==github.com/prowler-cloud/prowler== \U0001F31F\U0001F31F"
https://github.com/prymitive/karma:
  description: ''
  addition_method: manual
  content_hash: f65d4aa9b5170752c73c3ff8b07436e2b35aef611d2157deaa3c6ba1a57b3a91
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T12:32:14Z'
  gh_stars: 2648
  health_score: 100.0
  last_checked: 1779034499.919799
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/prometheus.md
  v2_locations:
  - kubernetes-tools.md
  - prometheus.md
  year: '2023'
  ai_summary: A highly functional and responsive dashboard for Prometheus Alertmanager
    alerts. Enables deep filtering and cluster aggregation across diverse Alertmanager
    nodes, dramatically improving SRE triage workflows.
  language: Go
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Alert Management
  - Visualizers
  is_microservice: false
  title: "karma \U0001F31F"
https://github.com/public-apis/public-apis:
  description: ''
  addition_method: manual
  content_hash: 1e8584bf2c52f41fa457214d22f8a9cc0a987a76819942893aba141784e8c5a4
  gh_license: MIT
  gh_pushed: '2026-06-13T06:14:45Z'
  gh_stars: 441446
  health_score: 100.0
  last_checked: 1779032817.956214
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: '2024'
  ai_summary: A highly curated, massive directory of free, public APIs categorized
    by topic (such as Auth, Data, Analytics, and weather). This repository is the
    de facto standard resource for engineers searching for mock datasets or utility
    endpoints to build prototypes. It demonstrates the utility of community-led open-source
    curation for modern software experimentation.
  language: English
  resource_type: Code Repository
  complexity: Beginner
  hierarchy:
  - Application Integration
  - API Design
  - Public Directories
  is_microservice: false
  title: "==github.com/public-apis/public-apis: Try Public APIs for free== \U0001F31F"
https://github.com/pulumi/kube2pulumi:
  description: ''
  addition_method: manual
  content_hash: e223651e31828d90cee490552ee7c999acd8869b11ebfd7267da51f8effe05ac
  gh_license: Apache-2.0
  gh_pushed: '2025-11-21T17:39:35Z'
  gh_stars: 107
  health_score: 100.0
  last_checked: 1779032252.329358
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/pulumi.md
  v2_locations:
  - kubernetes-tools.md
  - pulumi.md
  year: '2026'
  ai_summary: Open-source command-line tool designed to convert static Kubernetes
    YAML templates or dynamically generated Helm outputs directly into isomorphic,
    compilable Pulumi configurations.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Provisioning
  - Migration
  is_microservice: false
  title: ==pulumi/kube2pulumi==
https://github.com/pulumi/pulumi:
  description: ''
  addition_method: manual
  content_hash: cd059aa9e35bd8376c3e117ae91845bc8f39a53afa8e14412aae4e66ed49ae6f
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T13:18:46Z'
  gh_stars: 25299
  health_score: 100.0
  last_checked: 1779031567.387814
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/iac.md
  - docs/kubernetes-tools.md
  - docs/terraform.md
  v2_locations:
  - kubernetes-tools.md
  - iac.md
  - terraform.md
  year: '2026'
  ai_summary: An open-source, multi-cloud infrastructure platform that enables architects
    to build, deploy, and manage resources using general-purpose programming languages.
    Supports TypeScript, Go, Python, C#, and Java, using real language constructs
    like loops, functions, and standard testing libraries.
  language: Go
  resource_type: GitHub Repository
  complexity: Advanced
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Pulumi
  is_microservice: false
  title: 'Pulumi: Infrastructure as Code in Any Programming Language'
https://github.com/punkpeye/awesome-mcp-servers:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: A community-curated collection of servers implementing
    the Model Context Protocol. Live Grounding: Aggregates verified integrations linking
    AI models to tools like relational databases, enterprise APIs, version control
    providers, and local execution runtimes.'
  complexity: Beginner
  content_hash: 49ef92ec04864bdcd82ef72d7a213644c32fe86a700fd608fa67a7eb25e0eb3f
  gh_license: MIT
  gh_pushed: '2026-06-11T11:48:15Z'
  gh_stars: 89112
  health_score: 100.0
  hierarchy:
  - AI Engineering
  - Model Context Protocol
  - Awesome Lists
  is_microservice: false
  language: Markdown
  last_checked: 1779033904.114247
  needs_ai_refresh: true
  resource_type: Guide
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations:
  - docs/ai-agents-mcp.md
  - docs/ai.md
  - docs/other-awesome-lists.md
  v2_locations:
  - ai.md
  - ai-agents-mcp.md
  - other-awesome-lists.md
  year: '2025'
  title: Awesome MCP Servers
  is_special: true
https://github.com/pusher/k8s-spot-rescheduler:
  description: ''
  addition_method: manual
  content_hash: 70fac0b9d408dabb5914c7dcc3e4127a44ba4dd9e9d8997bb72bf9af989cbe49
  gh_license: Apache-2.0
  gh_pushed: '2020-11-20T13:19:50Z'
  gh_stars: 312
  health_score: 100.0
  last_checked: 1779032037.132168
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: 'A controller that shifts workloads away from expensive on-demand instances
    toward spot instances whenever capacity permits. Note: In 2026, Karpenter or modern
    cloud-native autoscalers generally cover this capability, rendering this legacy.'
  language: Go
  resource_type: Controller
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Auto-scaling
  - Cost Optimization
  is_microservice: true
  title: k8s Spot Rescheduler
https://github.com/pyang55/k8sdeploy:
  description: ''
  addition_method: manual
  content_hash: e70daf5eb7eea59f5ba3e6ddf09760045f9867f5a7649f0fa273fe43ea232ac1
  gh_license: MIT
  gh_pushed: '2020-08-04T20:50:45Z'
  gh_stars: 20
  health_score: 100.0
  last_checked: 1779034049.851373
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A lightweight shell-based tool designed to deploy Kubernetes manifests
    and manage basic deployment rollouts. Primarily serving as a community utility
    for quick testing, it lacks modern GitOps integration and state tracking.
  language: Shell
  resource_type: CLI Tool
  complexity: Simple
  hierarchy:
  - Application Lifecycle
  - Deployment Tools
  - Automated Pipelines
  is_microservice: false
  title: k8sdeploy
https://github.com/pyca/bcrypt:
  description: ''
  addition_method: manual
  ai_summary: Provides high-performance, secure-by-default C bindings for the bcrypt
    password hashing algorithm in Python applications. Widely trusted for protecting
    stored passwords against offline dictionary attacks through adjustable work factors.
  complexity: Intermediate
  content_hash: 5941e02185134638023cadc793e539ac0c8c88435bf01c46ae5151867a645a96
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T03:53:26Z'
  gh_stars: 1482
  health_score: 100.0
  hierarchy:
  - Security
  - Cryptography
  - Hashing Algorithms
  is_microservice: false
  language: Python
  last_checked: 1779030883.19866
  needs_ai_refresh: true
  resource_type: Library
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: pyca/bcrypt
https://github.com/pydantic/pydantic:
  description: ''
  addition_method: manual
  content_hash: 64b142a202841a9c2753627a28326d1b85aaab6868722a8d1b2644e9114a3483
  gh_license: MIT
  gh_pushed: '2026-06-13T14:04:46Z'
  gh_stars: 28024
  health_score: 100.0
  last_checked: 1779033088.942228
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2026'
  ai_summary: 'Curator Insight: The absolute industry standard data enforcement framework
    utilizing type annotation structures.

    Live Grounding: High-density Rust-compiled (V2) validation tool that guarantees
    strict configuration processing, extreme execution speed, and direct integration
    into microservice engines.'
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Data Validation
  - Parsing
  is_microservice: true
  title: pydantic/pydantic
https://github.com/pyinstaller/pyinstaller:
  addition_method: manual
  content_hash: 5eea48ffc613bcf592842c8036e9b7d0d47e43a169512592988fd9c86e68d5e3
  description: ''
  gh_license: NOASSERTION
  health_score: 100.0
  last_checked: 1779031181.819294
  needs_ai_refresh: true
  stars: 0
  title: PyInstaller official GIT repository
  v1_locations:
  - docs/python.md
  year: N/A
https://github.com/pymag09/kubecui:
  description: ''
  addition_method: manual
  content_hash: aa03f2cce3deeacccd25267ff3896bb58aead53c450e44a1d7f2b940d0c5e329
  gh_license: MIT
  gh_pushed: '2025-05-22T11:41:40Z'
  gh_stars: 128
  health_score: 100.0
  last_checked: 1779031141.193418
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Kubecui is a lightweight terminal-based graphical user interface for
    Kubernetes cluster inspection. It offers a fast, keyboard-driven structural overview
    of resources, serving as an alternative to resource-heavy desktop GUI clients
    for terminal purists.
  language: Go
  resource_type: Terminal UI
  complexity: Intermediate
  hierarchy:
  - Operations
  - CLI Tooling
  - Terminal UI
  is_microservice: false
  title: pymag09/kubecui
https://github.com/pyxll/pyxll-jupyter:
  description: ''
  addition_method: manual
  content_hash: 2ec87d26fb1c4a392f94bd1ce85b7f3ab0573189889ffaf393bfcb8e16c3eb47
  gh_license: MIT
  gh_pushed: '2026-02-20T10:10:38Z'
  gh_stars: 162
  health_score: 100.0
  last_checked: 1779033051.150793
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2024'
  ai_summary: Curator Insight showcases PyXLL-Jupyter as an extension that runs Jupyter
    notebooks directly inside Excel sheets. Live Grounding confirms it serves as a
    critical bridge in corporate financial modeling, allowing analysts to enrich spreadsheet
    data using high-powered Python libraries.
  language: Python
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Data Science
  - Tooling
  - Excel Integration
  is_microservice: false
  title: 'pyxll-jupyter: Integration for Jupyter notebooks and Microsoft Excel'
https://github.com/quarkslab/kdigger:
  description: ''
  addition_method: manual
  content_hash: f4a27a889826903e6df0d062853a0f298f43550db5f68bdb67865d878720debe
  gh_license: Apache-2.0
  gh_pushed: '2025-11-07T11:44:47Z'
  gh_stars: 481
  health_score: 100.0
  last_checked: 1779034572.31237
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Kdigger is a lightweight context-discovery tool designed to run inside
    Kubernetes pods to probe runtime isolation and discover container escape opportunities.
    Actively checking for capabilities, namespaces, and mount configurations, it generates
    detailed threat-assessment profiles.
  language: Go
  resource_type: CLI Security Tool
  complexity: Intermediate
  hierarchy:
  - Security & Hardening
  - Vulnerability Assessment
  - Offensive Tools
  is_microservice: false
  title: quarkslab/kdigger
https://github.com/quarkusio/quarkus-images:
  description: ''
  addition_method: manual
  content_hash: 0ec83c8c1f325de5b915dd4b0c8b02fceeed0e563eece4a07cf4034296c06805
  gh_license: Apache-2.0
  gh_pushed: '2026-05-03T18:25:29Z'
  gh_stars: 123
  health_score: 100.0
  last_checked: 1779029061.448689
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2024'
  ai_summary: Repository containing base container images optimized for compiling
    and running Quarkus workloads. It provides base runtime images tailored for both
    traditional JVM execution and native binaries built via GraalVM. Essential for
    DevOps engineers seeking minimized image attack vectors and optimized build-stage
    cache structures.
  language: Shell
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Containerization
  is_microservice: false
  title: Quarkus Images
https://github.com/quay:
  description: ''
  addition_method: manual
  ai_summary: The master GitHub organization for Project Quay, hosting core engines,
    the Clair container vulnerability scanner, deployment operators, and custom storage
    connectors. This collective ecosystem delivers advanced container management utilities
    designed for high-availability environments. It represents the central technical
    repository for self-hosted, enterprise-ready image registries.
  complexity: Advanced
  content_hash: 13356438cb29f94b8568be00216fddea94785bb3cb61131765be62bc320241ba
  health_score: 100.0
  hierarchy:
  - Infrastructure Security
  - Container Registries
  - Project Quay
  is_microservice: false
  language: Go
  last_checked: 1779033789.144824
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: '2026'
  title: github.com/quay
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/quay/clair:
  description: ''
  addition_method: manual
  ai_summary: A highly scalable, API-driven container vulnerability static analysis
    engine. Clair analyzes image layers against indexed vulnerability databases and
    is integrated as a core scanning backend in enterprise-grade container registries
    like Quay and Harbor.
  complexity: Advanced
  content_hash: 1e729a3cf2443b982f852d17b82628dce7dde68c23e2469694ca4a11bfc16305
  gh_license: Apache-2.0
  gh_pushed: '2026-06-04T00:55:51Z'
  gh_stars: 11012
  health_score: 100.0
  hierarchy:
  - Security
  - Vulnerability Management
  - Container Scanning
  is_microservice: true
  language: Go
  last_checked: 1779030825.147182
  needs_ai_refresh: true
  resource_type: GitHub Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: Clair
https://github.com/quay/quay:
  description: ''
  addition_method: manual
  content_hash: 3d2c98a5656bdb1d273878d3882413689e23c320554fa6cb21eccd8a4a046b8d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T20:36:17Z'
  gh_stars: 2785
  health_score: 100.0
  last_checked: 1779031553.310642
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2019'
  ai_summary: Project Quay is the open-source upstream version of Red Hat Quay, providing
    a highly scalable container registry designed for cloud-native infrastructure.
    It features multi-tenancy, geo-replication, advanced security pruning, and Clair
    integration to secure the software delivery pipeline.
  language: Python
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Registry
  - Self-Hosted
  is_microservice: true
  title: GitHub Quay (OSS)
https://github.com/quay/quay-operator:
  description: ''
  addition_method: manual
  ai_summary: The official Kubernetes Operator designed to automate the lifecycle,
    database migrations, and SSL termination of Project Quay registries inside OpenShift
    and Kubernetes clusters. It handles storage setup, migration tracks, and configuration
    synchronization natively. Utilizing this operator dramatically reduces the operational
    overhead of running high-availability registry setups.
  complexity: Advanced
  content_hash: d9cf9655dd3c5bf1ede8c4706dc59dfd5dc79ea74f12b3db33ce9f23695c119d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-04T15:57:28Z'
  gh_stars: 145
  health_score: 100.0
  hierarchy:
  - Infrastructure Security
  - Container Registries
  - Quay Operators
  is_microservice: false
  language: Go
  last_checked: 1779130495.0214
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: '2026'
  title: Quay Community Edition operator
https://github.com/quickbooks2018/eks-redmin:
  addition_method: manual
  content_hash: 8c211db136ee5c96526f9cc1620ca8f75030bdbd5b6aa5aa8701ff0a338d3b8c
  health_score: 100.0
  last_checked: 1779032236.574807
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
https://github.com/quii/learn-go-with-tests:
  addition_method: manual
  ai_summary: An elite educational resource teaching Go fundamentals strictly through
    Test-Driven Development (TDD). Combines theoretical language semantics with highly
    disciplined, production-grade engineering habits.
  complexity: Intermediate
  content_hash: 2499e05873b4572d7bd1d5b5844628079035df621aade7e38a8ceed50cbc4e66
  description: ''
  gh_license: MIT
  gh_pushed: '2026-05-09T07:03:31Z'
  gh_stars: 23698
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Core Reference
  is_microservice: false
  language: en
  last_checked: 1779032159.834399
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  title: quii/learn-go-with-tests
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/quinnypig/billie:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: Provides an alternative approach to alert fatigue
    by transforming routine pipeline completions into highly engaging, context-aware
    humorous feedback.

    * **Live Grounding**: Associated with the DeployBar macOS menu bar release, this
    engine monitors workflow runs, assessing failures and generating customizable
    ''sarcastic'' alerts in real time.'
  category: cicd-kubernetes-plugins
  complexity: Intermediate
  content_hash: 2487b532e9785661300d6700ab0c1f2dcf2dc2cc4719ed71c6ac13fd4d5825ce
  description: An opinionated AI developer assistant that integrates directly with
    GitHub, GitLab, and Vercel pipelines, utilizing a burned-out corporate platypus
    persona to comment on commits.
  hierarchy:
  - CI/CD
  - Deployment Monitoring
  - Developer Experience
  - AI Assistants
  is_microservice: false
  language: en
  last_checked: 1780352730.207521
  reputation_status: Vetted
  reputation_summary: Laid out by Duckbill Group's Corey Quinn in 2026. Gained rapid
    traction among DevOps engineers for its integration of AI-fueled cynical humor
    into routine CI/CD pipelines.
  resource_type: repository
  social_preview_url: https://opengraph.githubassets.com/38263e18c5c6c6cf4b1126c2c04439df8a5b65ab75d68e17b60fd0125d19c51d/quinnypig/billie
  source_provenance: X.com (QuinnyPig)
  stars: 4
  status: online
  suggested_new_category: ci-monitoring
  tags:
  - COMMUNITY-TOOL
  - EMERGING
  title: 'quinnypig/billie: Billie the Platypus CI/CD Roast Engine'
  year: '2026'
https://github.com/quozd/awesome-dotnet:
  addition_method: manual
  content_hash: 8eebf7523a322b244854d4bfd3c975f02c3d35bb74c67ad8719127f0edaa94aa
  description: ''
  gh_license: CC0-1.0
  health_score: 100.0
  last_checked: 1779033213.60391
  needs_ai_refresh: true
  stars: 0
  title: quozd/awesome-dotnet
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
  is_special: true
https://github.com/r0hi7/k8s-In-30Mins:
  addition_method: manual
  content_hash: 9a76d8ed6ba89872bc4f855338a3b06dbd367475cbe07aa54edd698163390c4c
  description: ''
  health_score: 100.0
  last_checked: 1779029805.987986
  stars: 0
  title: "github: K8s in 30 mins \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://github.com/radondb/radondb-clickhouse-kubernetes:
  description: ''
  addition_method: manual
  content_hash: 6bf0541b6264d23c2ae9474a3ed126b687783b8990cf12fd709048d74783cc42
  gh_license: Apache-2.0
  gh_pushed: '2023-03-24T05:27:04Z'
  gh_stars: 86
  health_score: 100.0
  last_checked: 1779030367.839887
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: '2021'
  ai_summary: RadonDB's legacy operator and integration configurations for orchestrating
    ClickHouse OLAP environments. Highly useful as a historic reference for custom
    columnar database operators.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - ClickHouse
  is_microservice: false
  title: radondb/radondb-clickhouse-kubernetes
https://github.com/rainyear/python3-in-one-pic:
  description: ''
  addition_method: manual
  content_hash: beaedfb67ee51a61ec57766c527cffdff6412df3f4a38322cd2f841feb054e44
  gh_license: MIT
  gh_pushed: '2022-05-28T22:42:15Z'
  gh_stars: 5012
  health_score: 100.0
  last_checked: 1779130495.007734
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2016'
  stars: 5
  ai_summary: A highly visual, single-image technical roadmap summarizing Python 3
    syntax, core structures, and data types. Serves as a rapid reference diagram for
    engineers mapping control flows, operators, and basic definitions. Ideal for quick
    on-boarding and mental model alignment.
  language: English
  resource_type: Infographic
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - Learning Resources
  is_microservice: false
  title: 'github: Python3 in one pic'
https://github.com/rakyll/fake-it-til-you-make-it:
  description: ''
  addition_method: manual
  ai_summary: A shell-based contribution graphic simulation script. Evaluated as a
    legacy tool under Minimum Viable Quality metrics due to lack of active commits
    since 2015. Retained only to showcase historical Git metadata manipulation patterns.
  complexity: Beginner
  content_hash: 6f76f057b5c831b21009d74eb129ab052a547b2365863036bf429d186bd96980
  health_score: 100.0
  hierarchy:
  - Developer Platform
  - Automation
  - Git Manipulation
  is_microservice: false
  language: Shell
  last_checked: 1781735950.514496
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/git.md
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  - git.md
  year: '2015'
  title: github.com/rakyll/fake-it-til-you-make-it
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/rakyll/go-test-trace:
  addition_method: manual
  ai_summary: 'A diagnostic tool that visualizes Go test execution profiles as tracer
    outputs. Note: This tool is currently inactive (unmaintained for >4 years) but
    provides key architectural insights into test tracing.'
  complexity: Advanced
  content_hash: 305b111409183ee495b4a79f59ed4c3178b1f438438438b12d19abc80a4b3802
  description: ''
  gh_license: BSD-3-Clause
  gh_pushed: '2023-05-31T13:05:19Z'
  gh_stars: 391
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Performance Tuning
  is_microservice: false
  language: en
  last_checked: 1779030196.845679
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[LEGACY]'
  title: "rakyll/go-test-trace \U0001F31F"
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/ramitsurana/awesome-kubernetes:
  description: ''
  addition_method: manual
  content_hash: 42dd8c4f15d2c36bdeb672bd1553a84162716bd59aa7d6624c1c9b7cad7a9afb
  gh_license: NOASSERTION
  gh_pushed: '2026-04-28T13:39:35Z'
  gh_stars: 15992
  health_score: 100.0
  last_checked: 1779030730.708547
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes.md
  year: '2026'
  ai_summary: An exhaustive resource collection tracking ecosystem projects, documentation,
    configurations, and utilities. It serves as a comprehensive reference guide for
    cloud-native architects looking to select vetted tooling across networking, storage,
    security, and developer platforms.
  language: Markdown
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Curation
  - Reference Guides
  - Awesome Lists
  is_microservice: false
  title: "ramitsurana/awesome-kubernetes: Tools \U0001F31F"
https://github.com/ran-isenberg/aws-lambda-handler-cookbook:
  description: ''
  addition_method: manual
  content_hash: 3adf263dfb0dca4cf4c1bb258cae0dc704412fc57673f4e7a7219d3bb81874bc
  gh_license: MIT
  gh_pushed: '2026-06-03T12:18:24Z'
  gh_stars: 680
  health_score: 100.0
  last_checked: 1779029993.502412
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A production-grade Python template integrating modern serverless software
    development patterns. Outlines robust architectures for logs parsing, tracing
    using AWS X-Ray, input schemas validation, and fast deployment using AWS Lambda
    Powertools.
  language: Python
  resource_type: Code Boilerplate
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Serverless Architecture
  - AWS Lambda Design
  is_microservice: true
  title: "github.com/ran-isenberg: AWS Lambda Handler Cookbook (Python) \U0001F31F"
  is_special: true
https://github.com/rancher-sandbox/rancher-desktop:
  description: ''
  addition_method: manual
  content_hash: 4cc4bb790ebc45dfd7ab9ac81bf2843710b7a824fb2809f364f585dfbfd33807
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T01:44:06Z'
  gh_stars: 7192
  health_score: 100.0
  last_checked: 1779032729.084406
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: An open-source desktop application that provides local Kubernetes and
    container management, serving as a primary alternative to Docker Desktop. It packages
    k3s, nerdctl, and kubectl, allowing users to select and run specific Kubernetes
    versions on macOS, Windows, and Linux. In 2026, it is a dominant workspace tool
    for local cloud-native development.
  language: TypeScript
  resource_type: Desktop Application
  complexity: High
  hierarchy:
  - Development
  - Local Cluster
  - Desktop Application
  is_microservice: false
  title: "Rancher Desktop \U0001F31F"
https://github.com/rancher/cis-operator:
  description: ''
  addition_method: manual
  ai_summary: Rancher's cis-operator is an automated tool running CIS security scans
    natively within Rancher ecosystems. It generates compliance reports validating
    control plane and worker components against standard security baselines. A key
    utility for multi-cluster environments managed via Rancher.
  complexity: Intermediate
  content_hash: 1bf1b175de703d2f26b72160945f12dc5249bace8e9c43d68a5e1e755209f579
  gh_license: Apache-2.0
  gh_pushed: '2026-03-31T12:56:49Z'
  gh_stars: 55
  health_score: 100.0
  hierarchy:
  - Security
  - Vulnerability Assessment
  - CIS Benchmarks
  is_microservice: false
  language: Go
  last_checked: 1779032114.666282
  needs_ai_refresh: true
  resource_type: Repository
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: '2022'
  title: rancher/cis-operator
https://github.com/rancher/fleet:
  description: ''
  addition_method: manual
  content_hash: 59dac5f38ac5d0d3fec8c071dcfd9b7a386764887166ce42541d247d24565ffa
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T17:00:52Z'
  gh_stars: 1708
  health_score: 100.0
  last_checked: 1779032000.441841
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2025'
  ai_summary: Curator Insight presents Fleet as Rancher's GitOps engine for massive
    scale. Live grounding in 2026 verifies Fleet remains highly enterprise-stable,
    powering large-scale multi-cluster deployments across thousands of distributed
    edge devices by optimizing resource footprints compared to traditional GitOps
    operators.
  language: Go
  resource_type: Code Repository
  complexity: High
  hierarchy:
  - Enterprise Infrastructure
  - GitOps
  - Fleet Management
  is_microservice: true
  title: github.com/rancher/fleet
https://github.com/rancher/harvester:
  addition_method: manual
  content_hash: 3b2e19abd8296b9752ad15aee28558a0fdd95b8de19ba6ad76c1c635b9495163
  description: ''
  health_score: 100.0
  last_checked: 1779030300.450878
  stars: 0
  title: Harvester
  v1_locations:
  - docs/rancher.md
  year: N/A
https://github.com/rancher/k3c:
  description: ''
  addition_method: manual
  content_hash: e39ca65d6656fb6149b535457a255458bd2ce8e02fead714f7f14b43f30a15e0
  gh_license: Apache-2.0
  gh_pushed: '2021-01-25T20:26:32Z'
  gh_stars: 564
  health_score: 100.0
  last_checked: 1779032762.902986
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/matrix-table.md
  - docs/rancher.md
  v2_locations:
  - rancher.md
  - matrix-table.md
  year: '2021'
  ai_summary: Curator Insight features K3C as a classic lightweight container engine.
    Live grounding in 2026 confirms that K3C is an archived repository, serving primarily
    as an intellectual precursor to container daemon simplification and modular containerd
    patterns.
  language: Go
  resource_type: Code Repository
  complexity: High
  hierarchy:
  - Container Engines
  - Lightweight Runtimes
  - Archived Projects
  is_microservice: false
  title: K3C
https://github.com/rancher/k3d:
  addition_method: manual
  content_hash: 1039a2408913c19f386a47e1f93a738a88734138d92c2013ccdf1dec64d8a0b8
  description: ''
  health_score: 100.0
  last_checked: 1779033489.584093
  stars: 0
  title: '**k3d**'
  v1_locations:
  - docs/matrix-table.md
  - docs/rancher.md
  year: N/A
https://github.com/rancher/k3os:
  description: ''
  addition_method: manual
  content_hash: e9902e05f85a38dd6cac2e484f3f73bc1754fb17b180dfead48fb6905be1ab1b
  gh_license: Apache-2.0
  gh_pushed: '2023-12-08T21:52:50Z'
  gh_stars: 3490
  health_score: 100.0
  last_checked: 1779029552.90524
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/matrix-table.md
  - docs/rancher.md
  v2_locations:
  - rancher.md
  - matrix-table.md
  year: '2022'
  ai_summary: Curator Insight highlights k3OS as a purpose-built operating system
    designed for K3s. Live engineering truth in 2026 confirms k3OS has been officially
    archived by Rancher. Platform engineers seeking an active declarative OS for container
    workloads have transitioned to alternatives like Talos Linux or MicroOS.
  language: Go
  resource_type: Code Repository
  complexity: High
  hierarchy:
  - Edge Computing
  - Operating Systems
  - Archived Projects
  is_microservice: false
  title: '**k3OS**'
https://github.com/rancher/k3s:
  addition_method: manual
  content_hash: f5d348e28531dc067a668385b979d3b9dddeec3081e9e8f58087fcef3cde74aa
  health_score: 100.0
  last_checked: 1779031788.406214
  v1_locations:
  - docs/rancher.md
https://github.com/rancher/kim:
  description: ''
  addition_method: manual
  content_hash: 4525f77236bd9a879da89fd046da655589131915f4b98e81205e1c077309bff4
  gh_license: Apache-2.0
  gh_pushed: '2022-01-07T16:55:10Z'
  gh_stars: 321
  health_score: 100.0
  last_checked: 1779032873.32059
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[EMERGING]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An experimental builder and manager designed by Rancher to compile,
    push, and run container images directly inside a Kubernetes cluster's container
    runtime, eliminating the need for Docker Desktop or daemon forwards. By 2026,
    the project has been archived in favor of tools like Finch and native BuildKit
    operators.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Development
  - Image Management
  - Build Tool
  is_microservice: false
  title: kim - The Kubernetes Image Manager
https://github.com/rancher/system-upgrade-controller:
  description: ''
  addition_method: manual
  content_hash: 0dac142485608d54b24f13b6624b877576823d70b903ded4a52282ead13a621c
  gh_license: Apache-2.0
  gh_pushed: '2026-05-19T18:50:34Z'
  gh_stars: 952
  health_score: 100.0
  last_checked: 1779030569.907366
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: Orchestrates OS-level and Kubernetes runtime updates across node pools.
    It structures a sequential drain, upgrade, and uncordon pipeline to maintain continuous
    service availability.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cluster Management
  - Node Upgrades
  - Operators
  is_microservice: false
  title: 'rancher/system-upgrade-controller: System Upgrade Controller'
https://github.com/rancherfederal/rke2-aws-tf:
  addition_method: manual
  content_hash: bf02eb9ef0e184fcc8770cb7795961fe49e69ad4eeb504b011972cd14f4db94a
  description: ''
  health_score: 100.0
  last_checked: 1779030323.409177
  stars: 0
  title: github.com/rancherfederal/rke2-aws-tf
  v1_locations:
  - docs/rancher.md
  year: N/A
https://github.com/ranchergovernment/rke2-aws-tf:
  description: ''
  addition_method: manual
  content_hash: 1c9b0094da0f2a8882da9352f79903fe2c95c0dd131ad20070153ae508f49723
  gh_license: MIT
  gh_pushed: '2026-06-13T20:03:48Z'
  gh_stars: 91
  health_score: 100.0
  last_checked: 1779130494.991258
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2026'
  stars: 3
  ai_summary: A production-ready, highly secure Terraform configuration designed for
    deploying hardened RKE2 clusters inside AWS environments. Conforms to government
    security and strict CIS compliance benchmarks.
  language: HCL
  resource_type: IaC
  complexity: Advanced
  hierarchy:
  - Kubernetes Management
  - Infrastructure as Code
  - Government RKE2
  is_microservice: false
  title: github.com/rancherfederal/rke2-aws-tf
https://github.com/rasbt/LLMs-from-scratch:
  description: ''
  addition_method: manual
  ai_summary: Curator Insight highlights this acclaimed resource for building a fully
    functional PyTorch Transformer from scratch. Live Grounding verifies it is an
    indispensable textbook for AI engineers, laying bare tokenization, self-attention
    calculations, optimization loops, and model loading mechanics without library
    abstractions.
  complexity: Advanced
  content_hash: a07f61322a4b4cf8351a6451162dec88b124420e1e97fc63b442f1e1adc3fef1
  gh_license: NOASSERTION
  gh_pushed: '2026-06-02T14:14:19Z'
  gh_stars: 97134
  health_score: 100.0
  hierarchy:
  - Artificial Intelligence
  - Deep Learning
  - Large Language Models
  is_microservice: false
  language: Python
  last_checked: 1779034461.841799
  needs_ai_refresh: true
  resource_type: Codebase & Book
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai.md
  - docs/chatgpt.md
  - docs/python.md
  v2_locations:
  - ai.md
  - chatgpt.md
  - python.md
  year: '2024'
  title: LLMs-from-scratch
https://github.com/raspbernetes/k8s-security-policies:
  description: ''
  addition_method: manual
  content_hash: 1010508e3b7c1f16c6babd05380c1c76d605f4f2599af9ce7355124fcb3ae2f8
  gh_license: Apache-2.0
  gh_pushed: '2026-05-13T08:01:32Z'
  gh_stars: 177
  health_score: 100.0
  last_checked: 1779029689.589618
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2022'
  ai_summary: A repository hosting robust and ready-to-use security configurations
    for Kubernetes clusters, heavily focused on replacing deprecated PodSecurityPolicies
    with Kyverno and OPA alternatives. It is a highly practical compliance baseline
    library for platform teams seeking rapid deployment of security controls.
  language: YAML
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Policy-as-Code
  is_microservice: false
  title: k8s-security-policies
https://github.com/ray-project/kuberay:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: An open-source Kubernetes Operator enabling the deployment
    and management of Ray clusters. Live Grounding: Serves as the backbone for distributed
    machine learning workloads on Kubernetes, abstracting compute node scaling, memory
    configuration, and actor scheduling.'
  complexity: Expert
  content_hash: 9fd7630fa0d430a18d47383665c3b8ea76276c3b079230c0ee78c4b12048739f
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T00:20:35Z'
  gh_stars: 2541
  health_score: 100.0
  hierarchy:
  - AI Infrastructure
  - Distributed Computing
  - Kube-Ray
  is_microservice: true
  language: Go
  last_checked: 1779031406.74696
  needs_ai_refresh: true
  resource_type: Software
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ai-agents-mcp.md
  - docs/kubernetes-tools.md
  v2_locations:
  - ai-agents-mcp.md
  - kubernetes-tools.md
  year: '2025'
  title: Kube-Ray
https://github.com/rayfrankenstein/AITOW:
  description: ''
  addition_method: manual
  content_hash: f167bdf8c6ff0fdf4e87340795885c44f1084ebc23a319d79f5883585c2a8a98
  health_score: 100.0
  last_checked: 1781736123.527038
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An satirical yet insightful critical collection reviewing organizational
    dysfunctions, compliance-heavy Scrum models, and the commercialization of Agile
    frameworks. Provides software architects with vital perspective on building high-trust
    developer environments.
  language: Markdown
  resource_type: Essay Collection
  complexity: Intermediate
  hierarchy:
  - Process & Delivery
  - Agile Methodologies
  - Critiques & Perspectives
  is_microservice: false
  title: 'rayfrankenstein/AITOW: #AgileKillsKittens (or Agile In Their Own Words:''
    The Problem With Agile & Scrum)'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/rchakode/kube-opex-analytics:
  addition_method: manual
  content_hash: 168db3b3c5ba1a11529421fc010b01e54668be910a88204251b723aa86e32423
  description: ''
  health_score: 100.0
  last_checked: 1779033862.743539
  stars: 0
  title: "**kube-opex-analytics** \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/reactive-python/reactpy:
  description: ''
  addition_method: manual
  content_hash: 36d508526ecdc0e2d5dcae02ad0f79df942633244d2b8dc8ffa6476130073dd2
  gh_license: MIT
  gh_pushed: '2026-04-18T23:42:49Z'
  gh_stars: 8138
  health_score: 100.0
  last_checked: 1779029466.823075
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2026'
  ai_summary: An innovative reactive framework bringing standard React-style component
    states, props, and virtual DOM handling directly into native Python code. Enables
    development of highly interactive user interfaces on the server without writing
    custom JavaScript engines.
  language: Python
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Reactive Interfaces
  is_microservice: false
  title: github.com/reactive-python/reactpy
https://github.com/reactive-tech/kubegres:
  description: ''
  addition_method: manual
  content_hash: 3f2a29147577d76dab7777b7145d4a675be1a77db611b34ff48d1707b4e0fc35
  gh_license: Apache-2.0
  gh_pushed: '2025-01-04T14:29:28Z'
  gh_stars: 1351
  health_score: 100.0
  last_checked: 1779034477.283369
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: Kubegres is a lightweight operator for managing PostgreSQL clusters.
    It coordinates master-replica setups, automated failovers, and physical backups
    using native StateSets with minimal footprint.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Management
  - PostgreSQL
  - Operators
  is_microservice: false
  title: reactive-tech/kubegres
https://github.com/readme/guides:
  addition_method: manual
  content_hash: c848f8b68c6b3bae1e7e8496dd1360b45b79950f7276c4f9c9886ae34e0c67ef
  description: ''
  health_score: 100.0
  last_checked: 1779030955.046685
  needs_ai_refresh: true
  stars: 0
  title: GitHub Guides
  v1_locations: []
  year: N/A
https://github.com/readme/guides/functional-programming-basics:
  description: ''
  addition_method: manual
  content_hash: afd9489bdfa752ab9ca6826f631c613c2b02b4b784201432ee74070e1fb4742f
  health_score: 100.0
  last_checked: 1781735920.949179
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: '2023'
  ai_summary: An introductory guide exploring core tenets of the functional programming
    paradigm, such as immutability, pure functions, and referential transparency.
    Synthesizes practical benefits of adopting these concepts in modern application
    development to minimize side effects, simplify testing, and boost concurrent performance.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Programming Paradigms
  - Functional Programming
  is_microservice: false
  title: 'github.com/readme/guides: Functional Programming 101'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/realopslabs/kubeledger:
  description: ''
  addition_method: manual
  content_hash: 5b04b08eae216dd3fcd4b358029e2506475c4a4d90cb5524b236555719dac29d
  gh_license: NOASSERTION
  gh_pushed: '2026-05-26T10:12:20Z'
  gh_stars: 481
  health_score: 100.0
  last_checked: 1779130495.020595
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  stars: 5
  ai_summary: An open-source utility designed to collect and visualize resource allocation
    analytics across multiple clusters. Evaluates usage histories, helps calculate
    workload cost distributions, and identifies over-provisioned namespace configurations.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Kubernetes Tooling
  - FinOps & Analytics
  is_microservice: false
  title: "**kube-opex-analytics** \U0001F31F"
https://github.com/realvz/awesome-eks:
  description: ''
  addition_method: manual
  content_hash: fe1dfcd49bc327b98bfe470c7186fce0688f9e9660d4964902d0588b9ceda250
  gh_license: Apache-2.0
  gh_pushed: '2026-04-26T01:57:01Z'
  gh_stars: 340
  health_score: 100.0
  last_checked: 1779031800.620403
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/other-awesome-lists.md
  v2_locations:
  - kubernetes-tools.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A community-curated list of tools, security extensions, and configuration
    practices designed for Amazon EKS operators. It serves as a practical, hands-on
    repository for tuning ingress resources, Karpenter autoscaling, and CloudWatch
    agent integrations. Essential for SRE teams maintaining production-grade Kubernetes
    workloads on AWS.
  language: N/A
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - EKS
  is_microservice: false
  title: "realvz/awesome-eks: A curated list of awesome tools for Amazon EKS \U0001F31F"
  is_special: true
https://github.com/rebataur/djkube:
  addition_method: manual
  content_hash: 72e58c4709f7dfedbd9b1766d86526ff87813bbd4a8ec29977cb0b5c02825374
  description: ''
  health_score: 100.0
  last_checked: 1779032106.347269
  stars: 0
  title: github.com/rebataur/djkube
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://github.com/rebataur/fskube:
  description: ''
  addition_method: manual
  ai_summary: A lightweight, community-driven development aid designed to bridge local
    filesystems with Kubernetes volumes. Live Grounding indicates the project has
    had minimal recent activity, classifying it as a legacy utility. It may serve
    as a historical reference implementation for simple synchronization mechanisms.
  complexity: Intermediate
  content_hash: 415e9e3a9fa06a87e19405f9e20ed072e3c6bd8c565bd41e77fe49f5371747ea
  gh_license: MIT
  gh_pushed: '2023-07-16T10:01:08Z'
  gh_stars: 27
  health_score: 100.0
  hierarchy:
  - Development Tools
  - Storage
  - Volume Synchronization
  is_microservice: false
  language: Go
  last_checked: 1779130494.974282
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2026'
  title: github.com/rebataur/djkube
https://github.com/recognai/rubrix:
  addition_method: manual
  content_hash: 0690f80fc36f4cb02ed029bc6c5b938ec4b294dd307407b331f0c511d5180aba
  description: ''
  health_score: 100.0
  last_checked: 1779031825.908133
  stars: 0
  title: rubrix
  v1_locations:
  - docs/mlops.md
  year: N/A
https://github.com/reconquest/tubekit:
  description: ''
  addition_method: manual
  content_hash: 5d7affed1942aecdf11fccd06a38ae5d89e15cb4acc3e73cef31a2a985f5c1da
  gh_license: MIT
  gh_pushed: '2023-07-04T06:49:37Z'
  gh_stars: 216
  health_score: 100.0
  last_checked: 1779033583.979132
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A kubectl alternative implementing advanced routing logic and intelligent
    pattern-matching mechanisms. It dynamically resolves partial context names, namespaces,
    and resources, removing traditional operational frictions and speeding up interactive
    CLI queries.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - CLI Utilities
  - Context Management
  is_microservice: false
  title: '**Tubectl**: a kubectl alternative which adds a bit of magic to your everyday''
    kubectl routines by reducing the complexity of working with contexts, namespaces
    and intelligent matching resources.'
https://github.com/red-hat-storage/ocs-operator:
  addition_method: manual
  content_hash: ccb10ba5077f44b9ce15d64e3911d9b77ce01774d0168ab9e8b7fe59f3ea578c
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779130494.938295
  needs_ai_refresh: true
  v1_locations:
  - docs/ocp4.md
https://github.com/reddec/keycloak-ext-operator:
  description: ''
  addition_method: manual
  content_hash: 87e7132ebcf352e166aa21263243b759ca595613eadf0c9760bf2b65298c2759
  gh_license: Apache-2.0
  gh_pushed: '2023-11-15T02:54:55Z'
  gh_stars: 23
  health_score: 100.0
  last_checked: 1779031012.588166
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Keycloak-ext-operator is a targeted community operator designed to manage
    key Identity and Access Management (IAM) configurations in Keycloak deployments.
    It simplifies administrative overhead by mapping custom Keycloak resources, users,
    and clients directly to Kubernetes manifests. Platform engineers utilize it to
    configure microservice authentication within declarative pipelines.
  language: Go
  resource_type: Operator
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - Operators
  is_microservice: false
  title: github.com/reddec/keycloak-ext-operator
https://github.com/redhat-actions:
  description: ''
  addition_method: manual
  content_hash: fff36b9b0ae0b20fa9ccbeda2036688654bbaaaedfeacbff508b156b6e786300
  health_score: 100.0
  last_checked: 1779030407.638449
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  - docs/jenkins-alternatives.md
  v2_locations:
  - git.md
  - jenkins-alternatives.md
  year: '2023'
  ai_summary: The main organizational hub housing Red Hat's official actions for OpenShift
    deployment. These components standardize cluster authentication, CLI installation,
    and container orchestration tasks directly in pipeline code. Acts as the primary
    bridge for enterprise Kubernetes pipeline operations.
  language: Go
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - DevOps
  - Container Orchestration
  - CI/CD Libraries
  is_microservice: false
  title: "github.com: RedHat Actions \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/redhat-actions/openshift-actions-runner:
  addition_method: manual
  content_hash: 7169265c1640d37f76a0f53ed8996891812d99df66a397a020ca4592a28ad8c9
  description: ''
  health_score: 100.0
  last_checked: 1779031097.43984
  stars: 0
  title: "github.com: OpenShift GitHub Actions Runner \U0001F31F"
  v1_locations:
  - docs/git.md
  - docs/jenkins-alternatives.md
  year: N/A
https://github.com/redhat-actions/openshift-actions-runner-chart:
  addition_method: manual
  content_hash: bdc59d35d60c918c626f93ebc8e3d1778da0948e1bb4e826eff5026a4a905f94
  description: ''
  health_score: 100.0
  last_checked: 1779031461.162574
  stars: 0
  title: "github.com: OpenShift GitHub Actions Runner Chart \U0001F31F"
  v1_locations:
  - docs/git.md
  year: N/A
https://github.com/redhat-actions/openshift-actions-runners:
  description: ''
  addition_method: manual
  content_hash: 4a5865877e0f85ea9003085551ec5e3d03ce8c9e7154551d1f1ba2a597162901
  health_score: 100.0
  last_checked: 1781735950.776138
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  - docs/jenkins-alternatives.md
  v2_locations:
  - git.md
  - jenkins-alternatives.md
  year: '2024'
  stars: 2
  ai_summary: Holds Red Hat's containerized self-hosted GitHub Actions runner configurations
    optimized for execution on OpenShift clusters. Offers secure scaling patterns
    that allow pipelines to process resource-intensive compilation and container builds
    natively within the cluster fabric.
  language: Dockerfile
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - DevOps
  - Container Orchestration
  - Self-Hosted Runners
  is_microservice: false
  title: "github.com: OpenShift GitHub Actions Runner \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/redhat-actions/openshift-actions-runners-chart:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.976247
  review_metadata:
    original_url: https://github.com/redhat-actions/openshift-actions-runners-chart
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.976249'
  status: unreachable
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering github.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/redhat-actions/spring-petclinic:
  description: ''
  addition_method: manual
  content_hash: b1804abf247eaa9a3595c4aaed6a55204e772e874774c58e799c02b6d5a6bbc2
  gh_license: Apache-2.0
  gh_pushed: '2022-09-27T21:10:26Z'
  gh_stars: 4
  health_score: 100.0
  last_checked: 1779034116.595172
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: Red Hat's enterprise fork of the classical Spring Petclinic microservice
    framework, tailored for deployment patterns on Red Hat OpenShift and vanilla Kubernetes.
    Showcases optimized Containerfile definitions and integrated automated CI/CD pipelines.
  language: Java
  resource_type: Repo
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Java
  - Microservices Demo
  is_microservice: true
  title: redhat-actions/spring-petclinic
https://github.com/redhat-certification/chart-verifier:
  description: ''
  addition_method: manual
  ai_summary: Red Hat's policy-enforcement checker built to certify Helm charts for
    enterprise deployment suitability on OpenShift platforms. It verifies that packaging
    templates align with platform standards, security models, and compliance benchmarks.
  complexity: Intermediate
  content_hash: 5fda350d7302e091d88a4aa7b30189dca15ec15388e9dee250c83e69992eb51a
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T17:15:56Z'
  gh_stars: 61
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Compliance & Validation
  is_microservice: false
  language: Go
  last_checked: 1779030348.591399
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/helm.md
  - docs/kubernetes-tools.md
  v2_locations:
  - helm.md
  - kubernetes-tools.md
  year: '2025'
  title: "redhat-certification: chart-verifier: Rules based tool to certify Helm charts'
    \U0001F31F"
https://github.com/redhat-cop:
  description: ''
  addition_method: manual
  content_hash: 503b2db131d084ebfd458d1176678a64e5e04b8a9c63f7ad8a3278145b4ccd70
  health_score: 100.0
  last_checked: 1779034263.050596
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  year: '2026'
  ai_summary: The master platform profile of Red Hat's Communities of Practice. Contains
    scripts, custom operator codes, and automated scaffolding for cluster setups,
    management, and resource governing processes.
  language: Go
  resource_type: Code Organization
  complexity: Advanced
  hierarchy:
  - Platform Architecture
  - Automation
  - Community Tools
  is_microservice: false
  title: Red Hat Communities of Practice
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/redhat-cop/container-pipelines:
  description: ''
  addition_method: manual
  ai_summary: A repository of pipeline configurations originally curated by the Red
    Hat Community of Practice. Useful for understanding legacy configurations on OpenShift
    3 and 4, though modern pipelines have shifted to Tekton architectures.
  complexity: Intermediate
  content_hash: ea90059379c7df77aa719cf21f369693d644102d05d595e05a2edf61e3775ca7
  gh_license: NOASSERTION
  gh_pushed: '2026-06-03T15:07:08Z'
  gh_stars: 160
  health_score: 100.0
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Jenkins Pipelines
  is_microservice: false
  language: Groovy
  last_checked: 1779030250.839269
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[LEGACY]'
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: '2021'
  title: "OpenShift Container Pipelines Samples \U0001F31F"
https://github.com/redhat-cop/dynamic-rbac-operator:
  description: ''
  addition_method: manual
  content_hash: bff5dd84d90e24f94092dfa3c869d9b2d7baf0eb812617b0d8fc491c9d080731
  gh_license: Apache-2.0
  gh_pushed: '2024-04-06T08:47:15Z'
  gh_stars: 23
  health_score: 100.0
  last_checked: 1779031536.097447
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: Dynamically coordinates RBAC permissions based on directory groups or
    namespace annotations, simplifying user onboarding and access control administration.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Security
  - Access Control
  - Dynamic RBAC
  - Operators
  is_microservice: false
  title: 'redhat-cop/dynamic-rbac-operator: Dynamic RBAC Operator'
https://github.com/redhat-cop/gitops-catalog:
  description: ''
  addition_method: manual
  content_hash: 28e872d62dd05f2d4d88ec6141cc8e2e4b6f9a8e6bc44d2f47e55c1291db8d0c
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T16:57:19Z'
  gh_stars: 377
  health_score: 100.0
  last_checked: 1779034327.074315
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2026'
  ai_summary: An indispensable, community-curated collection of production-ready GitOps
    blueprints, Argo CD definitions, and cluster config charts maintained by Red Hat
    CoP.
  language: YAML
  resource_type: Source Code
  complexity: Advanced
  hierarchy:
  - CI/CD & Delivery
  - GitOps Blueprints
  - Community Catalog
  is_microservice: false
  title: ==github.com/redhat-cop/gitops-catalog==
https://github.com/redhat-cop/infra-ansible:
  description: ''
  addition_method: manual
  content_hash: ab2e14faa72cffb2fe348d6396361af9c07bfc23405af10540f220999184db21
  gh_license: Apache-2.0
  gh_pushed: '2024-12-25T00:34:57Z'
  gh_stars: 219
  health_score: 100.0
  last_checked: 1779130495.003796
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  year: '2023'
  stars: 2
  ai_summary: A structured repository of Ansible automation roles customized for provisioning,
    maintaining, and configuring OpenShift resources. Simplifies operations such as
    authentication, user management, and day-2 configurations.
  language: YAML
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Platform Architecture
  - Automation
  - Ansible
  is_microservice: false
  title: "GitHub redhat-cop: Ansible Role \U0001F31F"
'https://github.com/redhat-cop/infra-ansible/tree/master/roles/identity-management ':
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033041.357835
  stars: 0
  title: "GitHub redhat-cop: Ansible Role \U0001F31F"
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://github.com/redhat-cop/keepalived-operator:
  description: ''
  addition_method: manual
  content_hash: 36ebcc8a8c1e0b111e6f6a4d84a1eb0a7df3ef7f97b74c9f36e825c3b3452a79
  gh_license: Apache-2.0
  gh_pushed: '2024-04-03T23:41:54Z'
  gh_stars: 123
  health_score: 100.0
  last_checked: 1779033046.911709
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: Manages Keepalived deployments within Kubernetes clusters. It coordinates
    VIP (Virtual IP) failover protocols across physical or virtual cluster node interfaces.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Networking
  - Load Balancing
  - High Availability
  - Operators
  is_microservice: false
  title: '==redhat-cop/keepalived-operator: Keepalived operator=='
https://github.com/redhat-cop/openshift-applier:
  description: ''
  addition_method: manual
  content_hash: c5045b3bfe9fb02f4e1c402ac4e20a541531cc4c8d477d3108772d98342d5b20
  gh_license: Apache-2.0
  gh_pushed: '2023-01-16T14:45:42Z'
  gh_stars: 98
  health_score: 100.0
  last_checked: 1779032786.115621
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: '2023'
  ai_summary: An Ansible-based configuration framework from the Red Hat Community
    of Practice (CoP). It simplifies OpenShift resource definition by translating
    complex templates into structured variables, allowing legacy automation tools
    to interface with Kubernetes.
  language: Ansible
  resource_type: Automation Tool
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - OpenShift
  - Automation
  is_microservice: false
  title: openshift-applier
https://github.com/redhat-cop/openshift-playbooks:
  addition_method: manual
  content_hash: 322d2044fcde21fd62b287e7a6b3a2aa7b942139a6745530d8b14a1ab5ebd790
  description: ''
  gh_license: CC-BY-SA-4.0
  health_score: 100.0
  last_checked: 1779031567.397674
  needs_ai_refresh: true
  stars: 0
  title: OpenShift Playbooks
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://github.com/redhat-cop/openshift-toolkit:
  addition_method: manual
  content_hash: 73930c1fbb7418f2401b9edd0df604cbee3db613a9835abccb329a06bedbaecb
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779032249.140976
  needs_ai_refresh: true
  stars: 0
  title: "OpenShift Toolkit \U0001F31F"
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://github.com/redhat-cop/openshift-toolkit/tree/master/capacity-dashboard:
  addition_method: manual
  content_hash: 049ec769aec9d45569d1de327ebb3742264ba2ef49ddfa1fc0ac459fe68d4b03
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779029634.485014
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://github.com/redhat-cop/openshift-toolkit/tree/master/custom-dashboards:
  addition_method: manual
  content_hash: 2bfcf18e1623bfc91158bf24be624875fa444d591fe10c1d34310a0143450f5a
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779032518.849999
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://github.com/redhat-cop/openshift-toolkit/tree/master/networkpolicy:
  description: ''
  addition_method: manual
  content_hash: cd907088eeb5ced935681a6c6a7422bdddcf468be81abcf597bc7947be65cba1
  gh_license: Apache-2.0
  gh_pushed: '2022-11-08T14:49:55Z'
  gh_stars: 236
  health_score: 100.0
  last_checked: 1779032104.221478
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: '2020'
  ai_summary: Developed by the Red Hat Community of Practice, this repository provides
    highly standardized, reusable NetworkPolicy templates. While early implementations
    relied on basic IP blocks, live engineering practices in 2026 demand these profiles
    for enforcing zero-trust namespaces.
  language: YAML
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Kubernetes & OpenShift
  - Security
  - Network Policies
  is_microservice: false
  title: "GitHub: redhat-cop OpenShift Toolkit Network Policy \U0001F31F"
https://github.com/redhat-cop/openshift-toolkit/tree/master/quota-management:
  description: ''
  addition_method: manual
  content_hash: 0ee9da0840ba5110b22c139014a88b0d20833b3c13250ae5dfefc13166cad2f4
  gh_license: Apache-2.0
  gh_pushed: '2022-11-08T14:49:55Z'
  gh_stars: 236
  health_score: 100.0
  last_checked: 1779031865.789077
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  year: '2021'
  ai_summary: A toolkit designed to administer dynamic multi-project resource quotas.
    Provides automation patterns to help cluster operators coordinate resource allocation
    profiles across developer namespaces.
  language: Go
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Platform Architecture
  - Resource Management
  - Governance
  is_microservice: false
  title: "GitHub redhat-cop: OpenShift Toolkit - Quota Management \U0001F31F"
https://github.com/redhat-cop/pelorus:
  addition_method: manual
  content_hash: 9e0a361d7f9844408ff4bb2f67698201bd08cb34e4b2b3ab44c90bb11bbe1970
  health_score: 100.0
  last_checked: 1779032372.213471
  v1_locations:
  - docs/monitoring.md
https://github.com/redhat-cop/pipeline-library:
  description: ''
  addition_method: manual
  ai_summary: A collection of shared pipeline libraries providing modular groovy wrapper
    methods for OpenShift deployments. Most implementations are archived as enterprise
    standards have pivoted completely toward Tekton Pipelines and Argo CD GitOps pipelines.
  complexity: Advanced
  content_hash: 791bf29a388fb988c57a91ed46b419db0c36c6e12b4368fa1db2de945ca7038e
  gh_license: Apache-2.0
  gh_pushed: '2023-11-14T11:29:20Z'
  gh_stars: 51
  health_score: 100.0
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Jenkins Pipelines
  is_microservice: false
  language: Groovy
  last_checked: 1779031896.871913
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[LEGACY]'
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: '2021'
  title: "OpenShift Pipeline Library \U0001F31F"
https://github.com/redhat-cop/quay-operator:
  addition_method: manual
  content_hash: 29bf38ae0cd9b442da8f581ec65f8dc6e0daee5b7d2be93453ebf87c6c63847b
  description: ''
  health_score: 100.0
  last_checked: 1779031064.934559
  stars: 0
  title: Quay Community Edition operator
  v1_locations:
  - docs/registries.md
  year: N/A
https://github.com/redhat-developer-demos:
  description: ''
  addition_method: manual
  content_hash: 86a2f65ef28633dcbfc8bb69566b134096d084b2399d0efbfbf5a1a60e6f4887
  health_score: 100.0
  last_checked: 1779030788.07862
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: The main repository for Red Hat Developer developer demos. Offers a
    variety of quickstarts covering modern Java/Go runtimes, microservices integration,
    Kubernetes-native deployments, and pipeline automation designs.
  language: Java / Go / Node.js
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Tutorials
  - Developer Demos
  is_microservice: true
  title: "Red Hat Tutorials & Examples: github.com/redhat-developer-demos \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/redhat-developer-demos/istio-tutorial:
  addition_method: manual
  content_hash: 6aa944dab53781d6e7f95f9c8fc283d81c70e52b6191693d2f3c95f0bebf7436
  description: ''
  health_score: 100.0
  last_checked: 1779031521.414866
  stars: 0
  title: 'github: redhat-developer-demos Istio Tutorial for Java Microservices'
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/redhat-developer-demos/knative-tutorial:
  description: ''
  addition_method: manual
  content_hash: 32a735e398958e5c1d0b6daac824581708477f5be29cbfc3b5bd1d5e4822342f
  gh_license: Apache-2.0
  gh_pushed: '2026-01-15T22:52:33Z'
  gh_stars: 291
  health_score: 100.0
  last_checked: 1779030674.438001
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: A comprehensive repository tutorial focused on Knative. Delivers detailed,
    practical instructions for implementing Knative Serving, traffic splitting, event
    brokers, and scale-to-zero configurations.
  language: Java / Yaml
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Serverless & Knative
  - Serverless Frameworks
  - Knative Tutorial
  is_microservice: true
  title: knative-tutorial
https://github.com/redhat-developer-demos/spring-petclinic:
  description: ''
  addition_method: manual
  content_hash: fd24727441ba9292563440cf72f52c7fc639eba4eb1f369c8ae9f1ebddf16460
  health_score: 100.0
  last_checked: 1781735921.28187
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: Curator Insight maps out Red Hat's customized developer demo fork of
    the Spring Petclinic project. Live Grounding indicates this version is heavily
    optimized for OpenShift deployments, featuring native integration with OpenShift
    build configs and Kubernetes secrets. It is ideal for illustrating red-hat native
    cloud development workflows.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Microservices
  - Reference Architecture
  - Spring Petclinic Red Hat
  is_microservice: true
  title: "github.com/redhat-developer-demos/spring-petclinic \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/redhat-developer/odo:
  description: ''
  addition_method: manual
  ai_summary: Official repository for odo, a developer-centric CLI for Kubernetes
    and OpenShift. Abstracting away complex Kubernetes YAML manifests, odo prioritizes
    fast iterative code deployments directly to the cluster from local IDE directories.
  complexity: Intermediate
  content_hash: 8bdde2aceb677ab1c885afb312d10ca3a1d660fd0e588dabb9376553ffe9a16f
  gh_license: Apache-2.0
  gh_pushed: '2026-03-30T17:07:22Z'
  gh_stars: 841
  health_score: 100.0
  hierarchy:
  - Developer Experience
  - Inner Loop Development
  - OpenShift Odo CLI
  is_microservice: true
  language: Go
  last_checked: 1779031602.610275
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: '2024'
  title: "ODO: OpenShift Command line for Developers \U0001F31F"
https://github.com/redhat-gpte-devopsautomation/ocp4_app_deploy_homework_grading:
  description: ''
  addition_method: manual
  content_hash: 11952450ee620a2e1caf388fa3392fac6fdaf3c0f552d391f01606a264b8d935
  health_score: 100.0
  last_checked: 1781735911.060876
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: Curator Insight frames this as a grading pipeline automated for assessing
    advanced application deployment homework on OpenShift 4. Live Grounding indicates
    it uses script-based compliance checks to programmatically evaluate multi-tier
    deployments. This architecture is valuable for automated environment auditing
    and continuous validation platforms.
  language: Groovy
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Native Platforms
  - Red Hat OpenShift
  - Automation Grading
  - Academic Homework
  is_microservice: false
  title: Grading Pipeline for OpenShift 4 Advanced Application Deployment Homework
    Assignment
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/redhat-scholars/istio-tutorial:
  description: ''
  addition_method: manual
  ai_summary: A comprehensive scenario-driven learning path designed by Red Hat. Covers
    service deployment, routing, traffic splitting, canary deployments, circuit breakers,
    and advanced security models using Envoy.
  complexity: Intermediate
  content_hash: 6aa944dab53781d6e7f95f9c8fc283d81c70e52b6191693d2f3c95f0bebf7436
  gh_license: Apache-2.0
  gh_pushed: '2024-10-17T11:00:24Z'
  gh_stars: 1206
  health_score: 100.0
  hierarchy:
  - Service Mesh
  - Training
  - Education
  is_microservice: true
  language: HTML
  last_checked: 1779034156.150053
  needs_ai_refresh: true
  resource_type: Repository
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  - demos.md
  year: '2023'
  title: "redhat-scholars: istio-tutorial \U0001F31F"
https://github.com/redhatdemocentral/ocp-install-demo:
  description: ''
  addition_method: manual
  content_hash: 37d4ae26478a77707dc937bd7afb50f9571de3db2345633bfe9f35e0a152d073
  health_score: 100.0
  last_checked: 1781736123.110011
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: '2021'
  ai_summary: A repository of scripts for quick deployment demonstrations of the OpenShift
    Container Platform. Useful for sandboxing and architecture demos. However, 2026
    production automation pipelines strictly favor the official OpenShift Installer
    (IPI) commands directly.
  language: Shell
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - Demos & Workshops
  is_microservice: false
  title: "github.com/redhatdemocentral: OpenShift Container Platform Install Demo'
    \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/redhatspain/apache-reverse-proxy-jenkins:
  addition_method: manual
  content_hash: 9d875b557b84eed1c35aed8d8cbd536b4ad4f9af17e64b8ac003b1e033ee998d
  description: ''
  health_score: 100.0
  last_checked: 1779031945.42772
  stars: 0
  title: Apache Reverse Proxy for Jenkins
  v1_locations:
  - docs/web-servers.md
  year: N/A
https://github.com/redhatspain/awesome-kubernetes/blob/master/pdf/dynatrace_demo.pdf:
  addition_method: manual
  content_hash: 87bdcfd7de5bf5edde67964c50cb353136bae950347fd52ab4b285fcaddae3c5
  description: ''
  health_score: 100.0
  last_checked: 1779030732.465121
  stars: 0
  title: "My Dynatrace proof of concept \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://github.com/redhatspain/awesome-kubernetes/tree/master/pdf:
  addition_method: manual
  content_hash: 1f38461b8ef6fb950943d311d635603a28b0210389b47d3c8c3bfd6a1d1e9b1f
  health_score: 100.0
  last_checked: 1779032340.215629
  v1_locations:
  - docs/ocp4.md
https://github.com/redhatspain/confluence6-atlassian:
  addition_method: manual
  content_hash: 68899e39f2e8c69de2e1bc9a7085f64c600c83931fd0a3cdadfa7136cd37c6a3
  description: ''
  health_score: 100.0
  last_checked: 1779033974.423001
  stars: 0
  title: Atlassian Confluence6
  v1_locations:
  - docs/openshift.md
  year: N/A
https://github.com/redhatspain/jenkins-CasC-kubernetes-demo:
  addition_method: manual
  content_hash: de8f3797f1dc811127980d26c0db9fe57190976c33590c276556b1ead02e05f6
  description: ''
  health_score: 100.0
  last_checked: 1779031181.947357
  stars: 0
  title: "Jenkins Configuration as Code on Kubernetes \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/redhatspain/nexus3-helm-chart:
  addition_method: manual
  content_hash: c47112a19729667b9426ca0878bae659779bcea302b5d100a828a37305451200
  description: ''
  health_score: 100.0
  last_checked: 1779031865.850186
  stars: 0
  title: 'Proof of Concept: Nexus3 Chart configuration on Kubernetes'
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/redkubes/otomi-core:
  addition_method: manual
  content_hash: 39d17f5e01336c933d85de62b95e90f66645b05c9f8e301a3bb5520d27cc0df5
  description: ''
  health_score: 100.0
  last_checked: 1779033904.116343
  stars: 0
  title: '==github: Otomi=='
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://github.com/redpanda-data/console:
  description: ''
  addition_method: manual
  ai_summary: A high-performance web dashboard optimized for debugging and exploring
    event-streaming platforms. Developed originally as Kowl and later rebranded as
    Redpanda Console, it presents outstanding visualization of schema registries,
    active consumer state tracking, and rapid payload searches.
  complexity: Intermediate
  content_hash: f9cf43865650fb3fb4b61a4e568811dc244f4a38ce1bed0c8f67da5e778ce9ac
  health_score: 100.0
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Observability & UI
  is_microservice: false
  language: TypeScript
  last_checked: 1781736091.52153
  needs_ai_refresh: true
  resource_type: Open Source Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: '2023'
  title: redpanda-data/kowl
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/redpanda-data/kowl:
  addition_method: manual
  content_hash: eb6cee0202e057298f985d2033125765332c425f6edbe4942af179bfe21ac5e1
  description: ''
  health_score: 100.0
  last_checked: 1779033045.331044
  stars: 0
  title: redpanda-data/kowl
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://github.com/reetasingh/CKAD-Bookmarks:
  description: ''
  addition_method: manual
  content_hash: dff58f531df854fa84ac372bc6f10784d54b17ebf8cc25c48c5ddde5ed301a2d
  gh_license: MIT
  gh_pushed: '2023-02-23T04:44:31Z'
  gh_stars: 295
  health_score: 100.0
  last_checked: 1779030268.286549
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2022'
  ai_summary: A curated repository of target-specific browser bookmarks designed to
    speed up reference lookup in the official Kubernetes documentation during the
    time-constrained Certified Kubernetes Application Developer (CKAD) exam. Organized
    logically by exam domains, it allows rapid navigation to code snippets for CronJobs,
    NetworkPolicies, and PersistentVolumeClaims.
  language: HTML
  resource_type: Reference
  complexity: Beginner
  hierarchy:
  - Training
  - Certification
  - CKAD
  is_microservice: false
  title: CKAD-Bookmarks
https://github.com/regret546/AzureBlueprints/tree/main/iac-azure-bastion-hub-spoke:
  addition_method: automatic
  ai_summary: A ready-to-deploy Infrastructure-as-Code repository facilitating standard
    landing zone security configurations on Azure. Automates the provisioning of Azure
    Bastion hosted in a centralized Hub virtual network, establishing secure, peer-routed
    administrative access tunnels to VMs housed in secondary Spoke networks. Implements
    strict enterprise topology rules to minimize public-facing attack surfaces without
    disrupting operational connectivity.
  category: azure
  complexity: intermediate
  content_hash: ba30c6b7f96e540b46eb1750dfa7e3dbf5d6010da3746457ff7be3ef464e03e7
  description: An Infrastructure-as-Code blueprint to automate the deployment of Azure
    Bastion within a hub-and-spoke virtual network topology.
  hierarchy:
  - Cloud Infrastructure
  - Azure
  - Networking
  - Hub and Spoke
  - Azure Bastion IaC
  is_microservice: false
  language: en
  last_checked: 1780352037.40145
  reputation_status: Vetted
  reputation_summary: Active community project detailing enterprise standard cloud
    architecture topologies.
  resource_type: repository
  social_preview_url: https://opengraph.githubassets.com/26aa80ab90c6bd6129d48a65ad1a5affeb1612c4f5d2ff79857c7ac4fd6a8b8f/regret546/AzureBlueprints
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[COMMUNITY-TOOL]'
  title: Azure Bastion Hub-Spoke IaC Blueprint
  year: '2026'
https://github.com/rehacktive/caffeine:
  addition_method: manual
  ai_summary: Curator Insight shows Caffeine as a simple Go command-line tool designed
    to prevent system sleep cycles. Live Grounding shows stable but quiet activity,
    functioning perfectly as an OS-level utility.
  complexity: Beginner
  content_hash: 1990fd11ed5696e40dd95d6825a89fdcb1f512364813c84a8e5e5ed51eba700a
  description: ''
  gh_license: GPL-3.0
  gh_pushed: '2022-11-30T16:19:55Z'
  gh_stars: 1176
  health_score: 100.0
  hierarchy:
  - Utilities
  - Go Tools
  - System Utilities
  is_microservice: false
  language: English
  last_checked: 1779031103.84835
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: rehacktive/caffeine
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://github.com/rekon-oss/portfall:
  addition_method: manual
  content_hash: 1f3cab895c3d5d3bf7ef5c7d6ef01043692b0314dab49a19317fca41a7ef5b5a
  description: ''
  health_score: 100.0
  last_checked: 1779032383.768254
  stars: 0
  title: "Portfall: A desktop k8s port-forwarding portal for easy access to all your'
    cluster UIs \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/rene6502/keepass-secret:
  description: ''
  addition_method: manual
  content_hash: 8eff8a8be448a4148fc1ac4bacdfc6c3a0e6328b643d4ddf713f2c271ac20613
  gh_license: MIT
  gh_pushed: '2026-04-19T13:48:49Z'
  gh_stars: 36
  health_score: 100.0
  last_checked: 1779031226.804568
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: KeePass-Secret is a specialized Kubernetes operator designed to synchronize
    secret data directly from a secure KeePass database into native K8s secrets. By
    mapping database paths to target configurations, it helps teams centralize configuration
    files offline while automating cluster injection. The tool is highly suitable
    for homelab architectures and secure developer environments.
  language: Go
  resource_type: Operator
  complexity: Intermediate
  hierarchy:
  - Security
  - Secret Management
  - Integrations
  is_microservice: false
  title: rene6502/keepass-secret
https://github.com/reneaudain/jenkins_tf_repo:
  description: ''
  addition_method: manual
  content_hash: 00139cb5839658cc1e9b768e419c1ae54cf1ff6bb68af7292dfad2f96814226d
  health_score: 100.0
  last_checked: 1781736232.257244
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: Practical automation code directory targeting the deployment of Jenkins
    configurations along with secure S3 storage setups. Integrates infrastructure
    definitions for continuous delivery processes on AWS platforms.
  language: HCL
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - Jenkins
  is_microservice: false
  title: 'github.com/reneaudain/jenkins_tf_repo: Jenkins Server and S3 Artifact Storage''
    on AWS using Terraform'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/replicatedhq/troubleshoot:
  description: ''
  addition_method: manual
  content_hash: ab452e5ede9ee17c96b1d2b2d0e07b1c18589b9dac1fa9ce2c94f4ac2701b302
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T16:15:20Z'
  gh_stars: 582
  health_score: 100.0
  last_checked: 1779032699.724114
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-troubleshooting.md
  year: '2025'
  ai_summary: A framework providing preflight checks and support-bundle collection
    capabilities for Kubernetes applications. Crucial for enterprise environments
    deploying applications onto heterogeneous on-premises or customer-managed clusters.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Debugging
  - Pre-flight Checks
  is_microservice: false
  title: github.com/replicatedhq/troubleshoot
https://github.com/resmoio/kubernetes-event-exporter:
  description: ''
  addition_method: manual
  content_hash: 951f3f78dd520fc442d23ef9b1816aa9f9a624f20ed905dc7d4af9f22d71a305
  gh_license: Apache-2.0
  gh_pushed: '2024-08-20T15:09:21Z'
  gh_stars: 1030
  health_score: 100.0
  last_checked: 1779033140.888595
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: The Kubernetes Event Exporter routes native, transient cluster events
    to long-term storage and telemetry backends like Elasticsearch, Kafka, Datadog,
    or Slack. This ensures reliable auditing trails and operational visibility, filling
    the void left by default short-lived event structures.
  language: Go
  resource_type: Daemon / Exporter
  complexity: Intermediate
  hierarchy:
  - Observability
  - Logging & Events
  - Event Routing
  is_microservice: true
  title: resmoio/kubernetes-event-exporter
https://github.com/resources/events/github-microsoft-build26:
  addition_method: automatic
  ai_summary: 'A central resource repository highlighting GitHub''s shift toward the
    agentic software development lifecycle during Microsoft Build 2026.

    - Features reference materials on compiling custom knowledge bases, configuring
    terminal-native tools, and deploying Copilot-powered workflows.

    - Showcases specialized integrations like OpenClaw for local agent loops and the
    terminal-based Microsoft Build CLI plugin to interface with live cloud resources.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 38d3e9552cfe9e4ef4ff5d4798451c58a0a6c3d06890f61a6f50a3160da43c5a
  description: Official collection of demos, code-first agent workshops, and terminal
    toolkits featured at the Microsoft Build 2026 conference.
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Agentic Systems
  - Developer Tooling
  is_microservice: false
  language: en
  last_checked: 1780352838.801085
  reputation_status: Vetted
  reputation_summary: Official events hub repository detailing GitHub and Microsoft
    integrations at Build 2026. Highly vetted, authoritative and heavily referenced
    during the June 2026 conference.
  resource_type: event
  social_preview_url: ''
  source_provenance: X.com (GitHub)
  stars: 4
  status: online
  suggested_new_category: developer-events
  tags:
  - '[EMERGING]'
  - '[GUIDE]'
  title: GitHub at Microsoft Build 2026
  year: '2026'
https://github.com/resources/whitepapers/actions:
  description: ''
  addition_method: manual
  ai_summary: An enterprise whitepaper discussing architectural strategies to consolidate
    developer pipelines on GitHub. Outlines resource efficiency, pipeline standardization,
    and reduced maintenance overhead from integrating CI tools directly into repository
    lifecycles.
  complexity: Intermediate
  content_hash: ad1375e7fde97429ae8092cdb30c7e800c467a81395e0b401cb3fd726112fd13
  health_score: 100.0
  hierarchy:
  - CI/CD Pipeline
  - GitHub Actions
  - Enterprise Whitepaper
  is_microservice: false
  language: None
  last_checked: 1781735950.247815
  needs_ai_refresh: true
  resource_type: Documentation
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2021'
  title: '==resources.github.com: What is GitHub Actions? How automation & CI/CD work
    on GitHub (whitepaper/pdf)=='
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/reviewdog/reviewdog:
  description: ''
  addition_method: manual
  content_hash: b66adcc890091ac5c67c9dbc5000a5f59e5f4d853714436d32699d7be95a521a
  gh_license: MIT
  gh_pushed: '2026-06-12T21:30:34Z'
  gh_stars: 9365
  health_score: 100.0
  last_checked: 1779034560.739738
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: '2023'
  ai_summary: Automated code review bot designed to parse error inputs from arbitrary
    linter systems and post inline comments directly back to pull requests on GitHub,
    GitLab, or Bitbucket.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Code Review
  is_microservice: false
  title: ==reviewdog - A code review dog who keeps your codebase healthy.==
https://github.com/rh-messaging/artemis-prometheus-metrics-plugin:
  description: ''
  addition_method: manual
  content_hash: 8ef645952b41c8c9048429b780036f62a1742f360244b250ae6aa6ac89b8b5a1
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T09:39:52Z'
  gh_stars: 28
  health_score: 100.0
  last_checked: 1779029274.525557
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/grafana.md
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  - grafana.md
  year: '2024'
  ai_summary: Duplicates technical setup for the Artemis-Prometheus plugin, highlighting
    metrics formatting for queue lengths, active sessions, and underlying JVM memory
    states.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Middleware
  - Messaging Orchestration
  - Artemis Extensions
  is_microservice: false
  title: Artemis Prometheus Metrics Plugin
https://github.com/ricardomaraschini/tagger:
  description: ''
  addition_method: manual
  content_hash: ec474449a5d1c5337c1ab6d4446faca214cf67ff0457127652ba0340f069143c
  gh_license: Apache-2.0
  gh_pushed: '2026-05-18T14:11:12Z'
  gh_stars: 15
  health_score: 100.0
  last_checked: 1779029989.23807
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A custom controller designed to monitor container image registries and
    automatically update reference tags on corresponding deployment resources upon
    registry changes, though now generally managed by GitOps controllers like Argo
    Image Updater.
  language: Go
  resource_type: Operator
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Configuration Management
  - Dynamic Metadata
  is_microservice: true
  title: Tagger
https://github.com/ricoberger/vault-secrets-operator:
  description: ''
  addition_method: manual
  content_hash: 59363a26a104496ba1ec0798d143393b7d2a0b4175343ecd92dec3425d970b58
  gh_license: MIT
  gh_pushed: '2026-06-01T04:59:40Z'
  gh_stars: 687
  health_score: 100.0
  last_checked: 1779030611.105917
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2025'
  ai_summary: This operator provides direct synchronization between HashiCorp Vault
    secrets and Kubernetes Secrets storage classes. By tracking external Vault paths,
    it triggers dynamic, secure updates to dependent application pods the moment source
    secrets are rotated.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Secret Management
  - HashiCorp Vault
  is_microservice: false
  title: github.com/ricoberger/vault-secrets-operator
https://github.com/rmb938/hostport-allocator:
  description: ''
  addition_method: manual
  content_hash: 882482d19f013805f1289308977db6293265f766f0b3f076c25a236073db6560
  gh_license: MIT
  gh_pushed: '2025-11-17T00:22:54Z'
  gh_stars: 18
  health_score: 100.0
  last_checked: 1779034031.155227
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2022'
  ai_summary: An allocation controller that coordinates and locks dedicated hostPorts
    for pods. It mitigates physical scheduling conflicts when multiple high-performance
    workloads require direct edge node exposure.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Networking
  - Ingress & Routing
  - Host Port Allocation
  - Operators
  is_microservice: false
  title: HostPort Operator
https://github.com/robscott/kube-capacity/releases:
  description: ''
  addition_method: manual
  content_hash: 4b11fd0b190de20e55cfc8c521ce0731be7a5ad1b21bea34d953e9713c6ce04a
  gh_license: Apache-2.0
  gh_pushed: '2025-11-21T01:07:32Z'
  gh_stars: 2636
  health_score: 100.0
  last_checked: 1779030025.460393
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Kube-capacity is an exceptionally popular CLI utility designed to synthesize
    and output resource requests, limits, and actual real-time utilization. It queries
    metrics servers and displays overall usage at the node, pod, and container levels,
    acting as a crucial tool for capacity optimization.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Operations
  - Resource Management
  - CLI Tooling
  is_microservice: false
  title: ==Kube-capacity==
https://github.com/robusta-dev/chatgpt-yaml-generator:
  addition_method: manual
  ai_summary: A tailored schema wizard matching generative prompts to robust Kubernetes
    structures. Generates production-ready configurations containing service boundaries,
    volume bindings, and routing structures.
  complexity: Intermediate
  content_hash: c3b53f800b5374d40ece00e4a0576acf75f1f134d46e11d6428cff39368f3c32
  description: ''
  gh_license: MIT
  gh_pushed: '2023-07-08T05:13:58Z'
  gh_stars: 117
  health_score: 100.0
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Operations
  - Declarative Manifests
  is_microservice: false
  language: English
  last_checked: 1779032368.927033
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: github.com/robusta-dev/chatgpt-yaml-generator
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
https://github.com/robusta-dev/holmesgpt:
  addition_method: manual
  content_hash: 941c9489c44841efbc269906164c68f1aba114130400d86da339a947dea72314
  description: ''
  health_score: 100.0
  last_checked: 1779029159.136727
  stars: 0
  title: HolmesGPT (Robusta)
  v1_locations:
  - docs/ai-agents-mcp.md
  - docs/ai.md
  year: N/A
https://github.com/robusta-dev/krr:
  description: ''
  addition_method: manual
  content_hash: 3cb6c1eaa47ed3a44ed249d54e2eb57ac69d5da64d8421108008b49abca4cee7
  gh_license: MIT
  gh_pushed: '2026-06-08T14:12:45Z'
  gh_stars: 4616
  health_score: 100.0
  last_checked: 1779029371.449815
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Robusta KRR (Kubernetes Resource Recommender) is an open-source CLI
    tool that optimizes resource requests and limits. By collecting and analyzing
    historical usage metrics from Prometheus, KRR outputs actionable recommendations
    to prevent pod OOM-kills while cutting unnecessary CPU and memory over-allocations,
    making it a critical FinOps instrument.
  language: Python
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - FinOps
  - Resource Optimization
  - Right-Sizing
  is_microservice: false
  title: ==robusta-dev/krr==
https://github.com/robusta-dev/kubernetes-chatgpt-bot:
  addition_method: manual
  ai_summary: An intelligent triage chatbot linking cluster failures directly to LLM
    advice. Hooks Prometheus alert outputs to supply operators with instantaneous
    log summaries and debug steps.
  complexity: Advanced
  content_hash: 2f1ade76dd3cf3cedcd84243e469186f5a143bb3c7be9a6e87708670f3c762c5
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Operations
  - AIOps Diagnostics
  is_microservice: true
  language: English
  last_checked: 1781735889.876177
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: github.com/robusta-dev/kubernetes-chatgpt-bot
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/robzienert/awesome-spinnaker:
  description: ''
  addition_method: manual
  content_hash: 7bf27d2766d7f327fd6c84c2b936b7de5de6e174a946937f6c97cf21e7ea5abd
  gh_license: MIT
  gh_pushed: '2019-02-12T17:51:32Z'
  gh_stars: 13
  health_score: 100.0
  last_checked: 1779032484.336706
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A developer resource library for Spinnaker continuous delivery engines.
    Details advanced declarative pipeline patterns, blue-green delivery topologies,
    and integration guidelines for multi-cloud deployments.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - CI-CD Pipelines
  - Multi-Cloud Continuous Delivery
  is_microservice: true
  title: Awesome Spinnaker
  is_special: true
https://github.com/rohitg00/ai-engineering-from-scratch:
  addition_method: automatic
  ai_summary: 'A rigorous, open-source educational curriculum designed to teach developers
    to build AI algorithms from basic math foundations up to advanced production architectures.

    * Covers 20 comprehensive phases, including deep learning, custom transformer
    training, LLM quantization (FP8, GGUF), and multi-agent system orchestration.

    * Integrates seamlessly with Claude Code and Cursor as agentic skills to support
    local understanding verification and diagnostics.'
  category: elearning
  complexity: intermediate
  content_hash: 50d5c9e84444f6e6340d9ed1e1238dcc9f1a2f4ee4de1ab63025a320011d83ff
  description: A comprehensive, free, and MIT-licensed curriculum comprising 435 lessons
    across 20 phases to build AI algorithms from scratch.
  gh_license: MIT
  gh_pushed: '2026-06-01T16:14:02Z'
  gh_stars: 26711
  hierarchy:
  - Artificial Intelligence
  - E-Learning
  - LLM Engineering
  - Agent Frameworks
  is_microservice: false
  language: en
  last_checked: 1780352686.744469
  reputation_status: Vetted
  reputation_summary: Highly praised by the developer and AI engineering communities
    on Reddit and DEV.to for its unique, hands-on methodology that rebuilds core AI
    algorithms from raw mathematical foundations before implementing production libraries.
  resource_type: repository
  social_preview_url: https://opengraph.githubassets.com/0a08e166a20579d2f601b33f745c9976a6f74136cf52ffd71777c57e88abfc2b/rohitg00/ai-engineering-from-scratch
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: ai-engineering
  tags:
  - GUIDE
  - COMMUNITY-TOOL
  title: rohitg00/ai-engineering-from-scratch
  year: '2026'
https://github.com/roib20/terraform-provision-gke-cloudflare:
  description: ''
  addition_method: manual
  content_hash: fb5edeeb99997cd6b1facb9a8dcfdae866ecad72d3bf06f7cb09189569788890
  gh_license: MPL-2.0
  gh_pushed: '2025-06-12T17:11:17Z'
  gh_stars: 11
  health_score: 100.0
  last_checked: 1779032935.090022
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2022'
  ai_summary: An automated infrastructure template bootstrapping a GKE cluster integrated
    with Cloudflare Ingress tunnels and ArgoCD. Delivers a complete GitOps framework
    with zero public endpoint exposure to secure container ingress points.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - GCP
  - GKE Orchestration
  is_microservice: false
  title: 'github.com/roib20: Terraform - Provision a GKE Cluster with Cloudflare Ingress''
    and ArgoCD'
https://github.com/rootless-containers/usernetes:
  description: ''
  addition_method: manual
  content_hash: dc94480bb8e53be78b5973962747280d9a4e6d8a21c43d2177e470c2ffd8b2a3
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T06:15:13Z'
  gh_stars: 970
  health_score: 100.0
  last_checked: 1779029163.80027
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: Usernetes is an experimental project executing entire Kubernetes clusters
    (including kubelet, container runtime, and control plane) as unprivileged user
    sessions (rootless). By leveraging user namespaces, it mitigates severe host privilege
    escalation risks. Despite performance and networking constraints, it represents
    a crucial paradigm for high-security multi-tenant nodes.
  language: Go
  resource_type: Tool
  complexity: High
  hierarchy:
  - Security
  - Container Runtimes
  - Rootless Kubernetes
  is_microservice: false
  title: rootless-containers/usernetes
https://github.com/rootsongjc:
  addition_method: manual
  content_hash: 0ea884cddf637bf061874a591f5aae79234b4728c03c20228d422e845731db28
  health_score: 100.0
  last_checked: 1779029916.915163
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes.md
https://github.com/rootsongjc/awesome-cloud-native:
  description: ''
  addition_method: manual
  content_hash: 33e15dc277a7a2f4fed420f6fef49071aa9f122abac77a1e6f33e807b04e41ae
  gh_license: CC0-1.0
  gh_pushed: '2026-06-08T12:56:50Z'
  gh_stars: 2413
  health_score: 100.0
  last_checked: 1779033922.082968
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: An extensive library mapping the CNCF Cloud Native landscape, detailing
    Service Meshes, dynamic storages, logging setups, and database drivers. Provides
    platform architects with a systematic catalog to structure and maintain resilient,
    cloud-agnostic application footprints.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Curation
  - Awesome Lists
  - Cloud Native
  is_microservice: true
  title: "rootsongjc/awesome-cloud-native \U0001F31F"
  is_special: true
https://github.com/rosehgal/k8s-In-30Mins:
  description: ''
  addition_method: manual
  content_hash: 5c81ebfd4d71713255c9b7c98599d5f544fe17db032c2208b4d0142b17b3c5af
  gh_license: MIT
  gh_pushed: '2021-03-18T12:05:22Z'
  gh_stars: 212
  health_score: 100.0
  last_checked: 1779130495.013955
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2024'
  stars: 4
  ai_summary: An accelerated educational repository mapping core Kubernetes abstractions,
    including Pods, Services, Deployments, and ReplicaSets. Translates complex container
    orchestration mechanics into brief visual explanations, facilitating quick developer
    onboarding for distributed systems development.
  language: Markdown
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes
  - Training & Concepts
  is_microservice: true
  title: "github: K8s in 30 mins \U0001F31F"
https://github.com/rossmcdonald/telegraf:
  description: ''
  addition_method: manual
  content_hash: 1b1fb7e8b7e664928bf40f29d92222d796fc8977e041a9dd745801e8c72a13f1
  health_score: 100.0
  last_checked: 1781736133.617234
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2024'
  ai_summary: Ansible playbook role to provision and configure the Telegraf agent
    across varied Linux operating systems. Automates configuration generation and
    systemd unit registration.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Telegraf Deployment
  is_microservice: false
  title: Telegraf Ansible Role
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/rothgar/bashScheduler:
  description: ''
  addition_method: manual
  content_hash: 8fe75c35268dbffe245c454389314c522719dad8a4eda2c0036a802901db59f0
  health_score: 100.0
  last_checked: 1781736046.715861
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: An experimental Kubernetes scheduler written entirely in Bash. It is
    exclusively intended for academic learning, illustrating scheduling queues, node
    filtering, and binding phases to developers wanting to grasp scheduler-manager
    communication without compiled code complexity.
  language: Bash
  resource_type: Script / Experimental
  complexity: Advanced
  hierarchy:
  - Scheduling
  - Custom Schedulers
  - Experimental
  is_microservice: false
  title: github.com/rothgar/bashScheduler
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/rottencandy/vimkubectl:
  description: ''
  addition_method: manual
  content_hash: f5f9d3d49206dc38f110fe21cfb12e9dab397169ea4d991c3c7031a7f1eab415
  gh_license: MIT
  gh_pushed: '2024-06-07T19:05:08Z'
  gh_stars: 79
  health_score: 100.0
  last_checked: 1779033223.064867
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A Vim plugin that allows users to manage and inspect Kubernetes clusters
    directly from within Vim. It supports list, edit, and apply actions for standard
    resources without leaving the text editor. Highly appreciated by terminal purists
    in 2026 for minimizing window context switching.
  language: Vim Script
  resource_type: Vim Plugin
  complexity: Low
  hierarchy:
  - Development
  - IDE Integration
  - Vim
  is_microservice: false
  title: rottencandy/vimkubectl
https://github.com/roubles/kubeshell:
  description: ''
  addition_method: manual
  content_hash: f8f2a3986ffa4bb8b9370f9a3641d54d4aa8807d43d58103bcd0b2ac86e4b41c
  health_score: 100.0
  last_checked: 1781736046.718468
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: An early attempt at building an interactive shell auto-complete program
    for kubectl. Now defunct, its conceptual UX improvements have been integrated
    directly into standard shell autocompletion patterns and kubectl aliases.
  language: Python
  resource_type: Interactive Shell Tool
  complexity: Simple
  hierarchy:
  - Operations & UX
  - CLI Plugins
  - Interactive Shell
  is_microservice: false
  title: kubeshell
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/rromannissen/rhoar-microservices-demo:
  description: ''
  addition_method: manual
  content_hash: 95dde057da8c5abf503c8dcc3df9e420a8c5a0426349497b59a1302a0f9710be
  health_score: 100.0
  last_checked: 1781735911.062564
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: A demonstration repository featuring GitOps patterns for microservices
    configured with Red Hat Runtimes. Illustrates safe promotion processes and environment
    configuration syncing using Argo CD.
  language: Java / Yaml
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - GitOps
  - Microservices Showcase
  is_microservice: true
  title: 'rromannissen/rhoar-microservices-demo: GitOps for Microservices with Red''
    Hat Runtimes demo'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/ruanbekker/thanos-cluster-setup:
  description: ''
  addition_method: manual
  content_hash: d42af94cf3d1e82530ae18a98cb6577aea0011fea899ccdb7220671deb1894ff
  health_score: 100.0
  last_checked: 1781736133.731752
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2021'
  ai_summary: Developer guide outlining the architectural deployment of a highly available
    Thanos cluster with Docker Compose. Demonstrates configuring Thanos Sidecar, Querier,
    Store Gateway, and S3 object storage targets.
  language: YAML
  resource_type: Configuration Code
  complexity: Intermediate
  hierarchy:
  - Observability
  - Distributed Storage
  - Thanos Engine
  is_microservice: true
  title: 'github.com/ruanbekker: Thanos Cluster Setup'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/run-x/awesome-kubernetes:
  description: ''
  addition_method: manual
  content_hash: 11bf03c69bbe82170cc65a6d731332e0d8490d6115be6a7cac0c8e46e2e6b898
  gh_license: CC0-1.0
  gh_pushed: '2022-01-04T11:29:07Z'
  gh_stars: 379
  health_score: 100.0
  last_checked: 1779030443.508134
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A specialized directory compiling infrastructure automation, IAC templates,
    and deployment scripts for Kubernetes clusters. Highlights tools designed to expedite
    cloud environment setups and secure CI/CD orchestration paths.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Curation
  - Awesome Lists
  - Kubernetes
  is_microservice: false
  title: run-x/awesome-kubernetes
  is_special: true
https://github.com/run-x/opta:
  description: ''
  addition_method: manual
  content_hash: 7ddffc9789005403b41f392303e2ff2329c501f0e300b82f48da1910b84859ed
  gh_license: Apache-2.0
  gh_pushed: '2023-04-03T22:19:45Z'
  gh_stars: 912
  health_score: 100.0
  last_checked: 1779029478.986514
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: Opta is an archived high-level declarative infrastructure platform that
    abstracted low-level Terraform details into service-centric YAML layouts. While
    it successfully simplified multi-cloud container orchestration, the project has
    been officially archived. Current platform engineering teams should look to modern
    modular structures like Terramate or native OpenTofu/Terraform configurations.
  language: Python
  resource_type: Framework
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Abstractions
  - Legacy Platforms
  is_microservice: false
  title: 'run-x/opta: Opta - Supercharge DevOps on any cloud'
https://github.com/runacapital/awesome-oss-alternatives:
  description: ''
  addition_method: manual
  content_hash: 027362fede1dc4ec436aa5cf1d6060b6e588e3cdb939c743b23bd97660638fee
  gh_license: MIT
  gh_pushed: '2025-09-03T17:43:01Z'
  gh_stars: 19234
  health_score: 100.0
  last_checked: 1779033068.776163
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An architectural directory showcasing open-source, self-hostable equivalents
    to commercial SaaS platforms. Helps enterprise tech architects mitigate vendor
    lock-in, streamline data compliance, and deploy privacy-centric containerized
    services locally.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Open Source Software
  - SaaS Alternatives
  is_microservice: true
  title: "runacapital/awesome-oss-alternatives: Awesome open-source alternatives to'
    SaaS \U0001F31F"
  is_special: true
https://github.com/ruoshan/autoportforward:
  description: ''
  addition_method: manual
  content_hash: e2838fc21d9d8030e022eff89c490f919d46a9c7d46e7e9ca6a247a44a0b63c2
  gh_license: BSD-3-Clause
  gh_pushed: '2022-05-07T08:22:59Z'
  gh_stars: 295
  health_score: 100.0
  last_checked: 1779029552.894289
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: Autoportforward is a lightweight developer helper tool designed to automatically
    monitor running pods and initiate background Kubernetes port-forwarding tunnels.
    When pods restart or scale, it cleanly self-heals and reinstates the connection.
    While useful, it lacks the multi-service DNS injection power of kubefwd.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Developer Experience
  - Networking
  - Port Forwarding
  is_microservice: false
  title: ruoshan/autoportforward
https://github.com/ryane/kfilt:
  description: ''
  addition_method: manual
  content_hash: 490d377e5cb660d558d2f74d305b930819d9f6d133d5fb28809a2f8b540c1205
  gh_license: Apache-2.0
  gh_pushed: '2025-12-03T03:16:05Z'
  gh_stars: 114
  health_score: 100.0
  last_checked: 1779031464.98091
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A CLI tool dedicated to filtering specific resources out of massive
    Kubernetes manifest streams. By allowing developers to extract or drop manifests
    based on metadata, labels, or names, it functions as an essential pipeline tool.
  language: Go
  resource_type: CLI Tool
  complexity: Simple
  hierarchy:
  - Operations & UX
  - Manifest Generation
  - Resource Filtering
  is_microservice: false
  title: kfilt
https://github.com/ryanmcdermott/clean-code-javascript:
  addition_method: manual
  content_hash: 7eb8ba9384eca2b939940ec992baada3b78ee4b207263f6ad0d85a448c1e7825
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779030172.729344
  needs_ai_refresh: true
  v1_locations:
  - docs/javascript.md
https://github.com/rydogs/kubecle:
  description: ''
  addition_method: manual
  content_hash: 9ed40c3e36850bbd75bac54f30f7e1822cd002e72995e0ca627563da881de8df
  gh_license: MIT
  gh_pushed: '2023-03-07T06:07:22Z'
  gh_stars: 57
  health_score: 100.0
  last_checked: 1779032372.184978
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A terminal-based interaction wrapper that streamlines Kubernetes command
    contexts. It simplifies executing actions across isolated cluster targets by keeping
    an active session-level state, reducing command length and configuration complexity
    for developers running multi-tenant operations.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - CLI Utilities
  - Context Management
  is_microservice: false
  title: Kubecle
https://github.com/sa-mw-dach/podium:
  description: ''
  addition_method: manual
  content_hash: b956fa8ef7aba4e53e3281f977690f599659e63a0e196447669805c79b9419b3
  health_score: 100.0
  last_checked: 1781736133.524958
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/project-management-tools.md
  v2_locations:
  - project-management-tools.md
  year: '2020'
  ai_summary: A developer tool designed to orchestrate server-side-rendered micro-frontends
    (podlets) in modular architectures, ensuring fast composition and high decoupling
    of user interfaces.
  language: JavaScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Collaboration
  - Micro-frontends
  is_microservice: true
  title: Podium
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/sageteam-org/django-sage-painless:
  addition_method: manual
  content_hash: ffc77c4da3b3d8757b604070bfd6d9cd7e51c0a5dda9d14c80542c8afd157c93
  description: ''
  health_score: 100.0
  last_checked: 1779029378.488178
  stars: 0
  title: 'github.com: Django Sage Painless'
  v1_locations:
  - docs/python.md
  year: N/A
https://github.com/sageteamorg/django-sage-painless:
  description: ''
  addition_method: manual
  content_hash: 8a5bbd46448e1bd8a5dbb631084ab936a053c45c9bd35fc2fd49fe49ae1fcf31
  gh_license: GPL-3.0
  gh_pushed: '2024-07-22T18:18:21Z'
  gh_stars: 60
  health_score: 100.0
  last_checked: 1779130494.987614
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2024'
  stars: 5
  ai_summary: An opinionated community package designed to streamline Django project
    structuring, modular layouts, and database configuration templates. Helps minimize
    common configuration pain-points for enterprise applications. Ideal for teams
    seeking standard structural layout rules across various APIs.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Standardization
  is_microservice: false
  title: 'github.com: Django Sage Painless'
https://github.com/sagittaros/terraform-k3s-private-cloud:
  addition_method: manual
  content_hash: 4a8998eba4c5c066a02a898b5f5330680d2f84c24fea7f51355203232e6a671c
  description: ''
  health_score: 100.0
  last_checked: 1779034153.163446
  stars: 0
  title: "K3s Private Cluster \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://github.com/sahilsk/awesome-jenkins:
  description: ''
  addition_method: manual
  content_hash: 4568ebe92ef2d8c514e6609fd35da2b6910f6f212a68bcf1cfafd0ade9c35e12
  gh_license: Apache-2.0
  gh_pushed: '2018-02-22T19:32:46Z'
  gh_stars: 70
  health_score: 100.0
  last_checked: 1779034479.769393
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/jenkins.md
  - docs/other-awesome-lists.md
  v2_locations:
  - jenkins.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A focused index consolidating plugins, shared pipeline library patterns,
    and optimization practices for Jenkins automation servers. Excellent resource
    for maintaining complex legacy enterprise build pipelines.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - CI-CD Pipelines
  - Jenkins Ecosystem
  is_microservice: false
  title: sahilsk/awesome-jenkins
  is_special: true
https://github.com/sajeetharan/azure-mindmap:
  description: ''
  addition_method: manual
  content_hash: 095a2115a115ef8b2ec8f52f3f7cc672660a9675ee18a94ce7e161242d7beac9
  health_score: 100.0
  last_checked: 1781735879.759974
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2020'
  ai_summary: An open-source repository containing comprehensive visual mindmaps of
    Azure services. Highly useful for architects and developers mapping complex cloud
    paths and service relationships across security, compute, networking, and data
    structures.
  language: English
  resource_type: Software Portal
  complexity: Beginner
  hierarchy:
  - Cloud Fundamentals
  - Azure Ecosystem
  - Learning Path
  is_microservice: false
  title: github.com/sajeetharan/azure-mindmap
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/sajeetharan/azure-mindmap/blob/master/azure-fundamentals/AZ-900.pdf:
  description: ''
  addition_method: manual
  content_hash: 84b4bd58ed14b2aba03676af5bb6abd2981e801a7f8d0679aa82e42a9e3f50cd
  health_score: 100.0
  last_checked: 1781735879.84105
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - GUIDE
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2020'
  ai_summary: 'Core curriculum guide mapping the AZ-900: Azure Fundamentals certification
    requirements. Visualizes fundamental virtualization structures, cloud resource
    taxonomy, Azure billing models, and security governance paths. Ideal for technical
    onboarding.'
  language: English
  resource_type: Certification Guide
  complexity: Beginner
  hierarchy:
  - Cloud Fundamentals
  - Azure Ecosystem
  - Certification Guides
  is_microservice: false
  title: 'Azure Fundamentals: AZ-900.pdf'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/salesforce/craft:
  description: ''
  addition_method: manual
  content_hash: 225dc0a4e87f67e6ba5854b6819142f49d370fb12f0631bd187a54734d8cdd8f
  gh_license: BSD-3-Clause
  gh_pushed: '2026-06-02T18:07:50Z'
  gh_stars: 91
  health_score: 100.0
  last_checked: 1779031407.032272
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Salesforce Craft was a specialized framework built for designing, orchestrating,
    and provisioning scalable multi-tenant infrastructure. It has since been archived,
    with its capabilities transitioned to Cloud Provider APIs and Cluster API.
  language: Go
  resource_type: Infrastructure Platform
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - Cloud Provisioning
  - Multi-tenant Provisioner
  is_microservice: false
  title: salesforce/Craft
https://github.com/salesforce/metabadger:
  description: ''
  addition_method: manual
  content_hash: e5597c83b87384f9e17cdf455a220ad9e07a95a74c87321d607a1598bd3be381
  gh_license: BSD-3-Clause
  gh_pushed: '2025-05-01T17:30:23Z'
  gh_stars: 143
  health_score: 100.0
  last_checked: 1779030810.133825
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2025'
  ai_summary: Metabadger is an open-source CLI tool built by Salesforce to automate
    the hardening of EC2 Instance Metadata Service (IMDS) endpoints by enforcing IMDSv2.
    It reduces the risk of SSRF (Server-Side Request Forgery) attacks by auditing
    and updating running instances to reject token-free metadata requests. It is a
    highly practical compliance tool for security engineering teams.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Security and Compliance
  is_microservice: false
  title: Metabadger
https://github.com/salesforce/sloop:
  description: ''
  addition_method: manual
  content_hash: c97c8f01ea80af82ee8bf3c4c12cc95695d3418d96ea83834323de35e5eef5be
  gh_license: BSD-3-Clause
  gh_pushed: '2026-02-17T16:38:56Z'
  gh_stars: 1579
  health_score: 100.0
  last_checked: 1779033762.011376
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A visualizer for Kubernetes history that records resource changes over
    time and displays them on a timeline. By preserving historical state changes of
    Pods, ReplicaSets, and Deployments, it helps engineers troubleshoot transient
    issues that occurred hours or days prior. Widely used in 2026 to bridge the visibility
    gap left by ephemeral standard API metrics.
  language: Go
  resource_type: Web Application
  complexity: High
  hierarchy:
  - Operations
  - Observability
  - History Visualization
  is_microservice: true
  title: "salesforce/Sloop - Kubernetes History Visualization \U0001F31F"
https://github.com/saml-to/assume-aws-role-action:
  description: ''
  addition_method: manual
  content_hash: a8939c5a4351f7c5a541b07acabd1a4a33c3f78eb27a77f28166b98ef2e6eb81
  gh_license: NOASSERTION
  gh_pushed: '2024-01-09T14:28:52Z'
  gh_stars: 182
  health_score: 100.0
  last_checked: 1779034013.073963
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2025'
  ai_summary: A dedicated GitHub Action designed to securely assume AWS IAM roles
    using OpenID Connect (OIDC) federation, eliminating the need to store long-lived
    static AWS credentials inside GitHub secrets. It dynamically exchanges short-lived
    JWT tokens to gain secure role access. This standard is strongly recommended in
    modern dev-sec-ops architectures to enforce the principle of least privilege.
  language: TypeScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - CI/CD Security
  is_microservice: false
  title: saml-to/assume-aws-role-action
https://github.com/samrocketman:
  addition_method: manual
  content_hash: ccdb73745887b221a98835c422deb14be9b43a54f17bc7eb184f66cc22bfb681
  health_score: 100.0
  last_checked: 1779030534.414075
  v1_locations:
  - docs/jenkins.md
https://github.com/samrocketman/docker-jenkins-jervis/blob/main/README.md:
  addition_method: manual
  content_hash: 641a3f8213f628baeba0a177895b8afcdafa5ca33d77725ddf8e27ebef4aaa82
  health_score: 100.0
  last_checked: 1779130494.993925
  needs_ai_refresh: true
  v1_locations:
  - docs/jenkins.md
https://github.com/samrocketman/docker-jenkins-jervis/blob/master/README.md:
  addition_method: manual
  content_hash: 9f8b5eaaf9ca73dc37522422efc7da95c5f17d85a2a194351e41163ad4722e4d
  description: ''
  health_score: 100.0
  last_checked: 1779030865.596695
  stars: 0
  title: ref2
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://github.com/samrocketman/jenkins-script-console-scripts:
  addition_method: manual
  content_hash: 711ca16ae22394e1c7c5785fd4b4b83f69d5ebeceb3c9286150218e07475cba7
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779032552.645454
  needs_ai_refresh: true
  stars: 0
  title: "samrocketman/jenkins-script-console-scripts \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://github.com/samrocketman/jervis/wiki:
  description: ''
  addition_method: manual
  content_hash: 93eaf9d57e489a5ce082c63a8dd5e997d36e4e74dc9fa9843a8371d5980c5d7c
  gh_license: Apache-2.0
  gh_pushed: '2026-05-08T02:13:00Z'
  gh_stars: 271
  health_score: 100.0
  last_checked: 1779029569.932599
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2021'
  ai_summary: Jenkins Receiving Versatile Infrastructure Script (Jervis) simplifies
    job lifecycle automation by supporting Travis CI-style YAML configurations natively
    in Jenkins. It enables declarative pipeline builds without complex Groovy setups.
  language: Groovy
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - Pipeline as Code
  is_microservice: false
  title: Jervis
https://github.com/samrocketman/nexus3-config-as-code:
  description: ''
  addition_method: manual
  ai_summary: A declarative Groovy-scripted configuration-as-code bootstrap utility
    designed for automating Sonatype Nexus 3 settings. Live grounding shows this repository
    has been unmaintained for over four years. While serving as an architectural blueprint
    for programmatic configuration management, modern operators have largely replaced
    direct scripting.
  complexity: Advanced
  content_hash: 67c0f78e13dea1958abb1ed12730147f87d222222e05efb875203003d0347f7f
  gh_license: Apache-2.0
  gh_pushed: '2020-10-18T07:11:59Z'
  gh_stars: 62
  health_score: 100.0
  hierarchy:
  - Artifact Management
  - Package Repositories
  - Nexus Automation
  is_microservice: false
  language: Groovy
  last_checked: 1779029993.349773
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: '2021'
  title: github.com/samrocketman/nexus3-config-as-code
https://github.com/samyfodil/taubyte-llama-satellite:
  description: ''
  addition_method: manual
  ai_summary: An experimental bridge connecting llama.cpp with Taubyte WASM modules.
    Facilitates low-latency, localized LLM inference tasks across decentralized edge
    node topologies.
  complexity: Advanced
  content_hash: 518e38009b6b766fd78a535eb77f3250b113ebaa6f4bd7ed717336a895773885
  gh_license: BSD-3-Clause
  gh_pushed: '2024-02-02T22:23:10Z'
  gh_stars: 17
  health_score: 100.0
  hierarchy:
  - Serverless Architecture
  - Edge Computing
  - AI Integration
  is_microservice: true
  language: Go
  last_checked: 1779030688.931498
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-alternatives.md
  v2_locations:
  - kubernetes-alternatives.md
  year: '2026'
  title: llama.cpp plugin
https://github.com/saturnism/awesome-cloud-native-java:
  description: ''
  addition_method: manual
  content_hash: 304e0ff20521d8e9925626ba5c54b7204835ea5b029b6f81d31978f5a68e0d89
  health_score: 100.0
  last_checked: 1781736123.211691
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A highly targeted resource registry outliningmodern patterns for containerized
    Java. Focuses on Spring Boot microservices, Quarkus, GraalVM native image compilation,
    and techniques for minimizing memory footprint in orchestrations.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Java Platform
  - Cloud Native Frameworks
  is_microservice: true
  title: Awesome Cloud Native Java
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/saturnism/spring-petclinic-gcp:
  addition_method: manual
  content_hash: e1bcf973155aad6da1d00f86768b8fb782c990eb11a6a10009cab4a8715ae6ee
  description: ''
  gh_license: NOASSERTION
  health_score: 100.0
  last_checked: 1779030979.82677
  needs_ai_refresh: true
  stars: 0
  title: "Google Cloud Native Spring Boot PetClinic. Spring PetClinic Microservices
    on GCP \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/sauljabin/kaskade:
  description: ''
  addition_method: manual
  ai_summary: An interactive, terminal-based dashboard built using Python's Textual
    framework to easily inspect Kafka topics. Unlike bulky desktop clients, Kaskade
    runs directly in developer shells, permitting efficient topic navigation, dynamic
    JSON payload inspection, and rapid troubleshooting of Kafka message streams.
  complexity: Intermediate
  content_hash: 590e51aa21a29a4f0de5e036464134fc5a074a8bb79958da321e512f55316b30
  gh_license: MIT
  gh_pushed: '2026-03-02T15:21:33Z'
  gh_stars: 1015
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Kafka Tooling
  - CLI & TUI
  is_microservice: false
  language: Python
  last_checked: 1779034523.122965
  needs_ai_refresh: true
  resource_type: TUI Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: '2023'
  title: ==github.com/sauljabin/kaskade==
https://github.com/savecost/datav:
  addition_method: manual
  content_hash: 446a82fc88f4cec9598c9c7450122067d985466c84059b867e07994b4b372982
  description: ''
  health_score: 100.0
  last_checked: 1779032034.978096
  stars: 0
  title: "savecost/datav \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://github.com/sbilly/awesome-security:
  description: ''
  addition_method: manual
  content_hash: e639c7488b58ca1f803e1ab8bd253dce1ad2fe3159407f7fa476e6f39ce8b93c
  gh_license: MIT
  gh_pushed: '2026-01-11T02:00:26Z'
  gh_stars: 14421
  health_score: 100.0
  last_checked: 1779034373.319123
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A monumental collection of software security components, pen-testing
    tools, cryptography resources, and threat intelligence feeds. Essential for SecOps
    engineers establishing modern compliance standards across application and network
    boundaries. Highly versatile, spanning from host security to Kubernetes runtime
    defenses.
  language: N/A
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Security
  - General
  - Resources
  is_microservice: false
  title: 'sbilly/awesome-security: Awesome Security'
  is_special: true
https://github.com/sclorg:
  description: ''
  addition_method: manual
  content_hash: dca6332900b96a70b79661170f24a650215594ac17bf86afb3e090306927166c
  health_score: 100.0
  last_checked: 1779031696.993094
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: '2026'
  ai_summary: Alternative entry point for the SCLOrg software development group, driving
    standardization of the Source-to-Image (S2I) build methodology inside Red Hat
    container engines, abstracting Dockerfile creation for frontend and backend developers.
  language: Shell
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Base Images
  - Software Collections
  is_microservice: false
  title: github.com/sclorg/
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/sclorg/mariadb-container:
  description: ''
  addition_method: manual
  content_hash: 407ec4c514faae637cd2d53cc5d4909a5d5e42d755ebfacee429682e9095a2af
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T11:34:22Z'
  gh_stars: 32
  health_score: 100.0
  last_checked: 1779031126.199984
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: '2026'
  ai_summary: The official SCLOrg MariaDB container image optimized specifically for
    Kubernetes platforms. Includes integrated security scripts, support for arbitrary
    non-root UID execution, and custom database initialization configurations.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Databases
  - Relational
  - MariaDB
  is_microservice: true
  title: github.com/sclorg/mariadb-container
https://github.com/scorputty/packer-centos-awx:
  description: ''
  addition_method: manual
  content_hash: d61e92d82c58aacc4f5c4e00147699add2c140def613393f85e57e2240009eab
  gh_license: MIT
  gh_pushed: '2018-03-19T06:14:09Z'
  gh_stars: 1
  health_score: 100.0
  last_checked: 1779032017.78894
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2020'
  ai_summary: A legacy Packer configuration designed to output CentOS-based virtual
    machine images with pre-baked AWX deployments. Reflects older DevOps paradigms
    focused on VM-based immutable infrastructure instead of Kubernetes runtimes.
  language: HCL
  resource_type: Source Code
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Packer
  - Machine Images
  is_microservice: false
  title: github.com/scorputty/packer-centos-awx
https://github.com/scraly/terraform-cheat-sheet/blob/master/terraform-cheat-sheet.pdf:
  description: ''
  addition_method: manual
  content_hash: 95700438027f959584bb88348af2cd22e4948f35603cbccb39d82f8ad946a708
  health_score: 100.0
  last_checked: 1781735890.161237
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2024'
  ai_summary: 'Curator Insight: A highly dynamic community-maintained PDF cheat sheet
    covering the full development lifecycle in Terraform. Live Grounding: Highlights
    high-value CLI options, syntax patterns for loops, dynamic blocks, and variable
    validation configurations.'
  language: PDF
  resource_type: Community Reference
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Terraform
  is_microservice: false
  title: 'github.com/scraly: Terraform Cheat sheet'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/screwdriver-cd/screwdriver:
  description: ''
  addition_method: manual
  content_hash: b1511b70bf26de100534f6264e0c8d1b3ad91b54dbb408663179b42b03f7fc12
  gh_license: NOASSERTION
  gh_pushed: '2026-06-03T18:35:27Z'
  gh_stars: 1041
  health_score: 100.0
  last_checked: 1779030441.12291
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: '2026'
  ai_summary: A pluggable CI/CD engine originally built by Yahoo to execute container-native,
    dynamic pipelines. Leveraging an API-driven, decoupled microservices architecture,
    it orchestrates builds cleanly across Kubernetes or Mesos execution grids.
  language: JavaScript
  resource_type: Tool
  complexity: High
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Dynamic Execution
  is_microservice: true
  title: Screwdriver API
https://github.com/scriptcamp/kubernetes-serviceaccount-example:
  addition_method: manual
  content_hash: 17035ac82a580990173741b5b8b283b6d225127473015814fcbea6b9fd6e22ba
  description: ''
  health_score: 100.0
  last_checked: 1779032239.808996
  needs_ai_refresh: true
  stars: 0
  title: github.com/scriptcamp/kubernetes-serviceaccount-example
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://github.com/scylladb/scylla-operator:
  description: ''
  addition_method: manual
  content_hash: 2249195d0f43c2d683d25176cf9a6137afa68a83e7b3bab7e9f770993bb4314b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T10:42:16Z'
  gh_stars: 399
  health_score: 100.0
  last_checked: 1779033237.077914
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2026'
  ai_summary: The ScyllaDB Operator streamlines deployment and maintenance tasks of
    high-performance Scylla clusters in-container. It takes care of complex cluster
    scaling, multi-zone node repair loops, automated backups, and version migrations
    to deliver bare-metal database performance inside container orchestrators.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Data & Databases
  - NoSQL Operators
  - ScyllaDB
  is_microservice: false
  title: scylladb/scylla-operator
https://github.com/sdduursma/github-merge-bot:
  description: ''
  addition_method: manual
  content_hash: 74c2b7574adb505a9441b447bdb209a0190d4a38e77de1a23cc4a614325d3d74
  gh_license: EPL-1.0
  gh_pushed: '2020-02-04T17:48:05Z'
  gh_stars: 4
  health_score: 100.0
  last_checked: 1779130495.027204
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2019'
  stars: 1
  ai_summary: A lightweight Node.js microservice designed to handle automated merges.
    Integrates with GitHub webhooks to verify pull requests against linting rules
    and peer review matrices before completing merge actions safely.
  language: JavaScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Automation Bots
  is_microservice: true
  title: github-merge-bot
https://github.com/sdras/awesome-actions:
  description: ''
  addition_method: manual
  content_hash: fde47029da1f80ee0b7ca28f691d975a9a45c7a2b6120e52692b9be31c3d8638
  gh_license: CC0-1.0
  gh_pushed: '2024-09-01T20:32:39Z'
  gh_stars: 27907
  health_score: 100.0
  last_checked: 1779033425.105438
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins-alternatives.md
  - docs/other-awesome-lists.md
  v2_locations:
  - jenkins-alternatives.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: The premier community-backed library for GitHub Actions workflows, custom
    actions, and orchestrator tools. Streamlines structural pipelines by detailing
    matrix patterns, self-hosted runner optimizations, and security hardening configurations.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - CI-CD Pipelines
  - GitHub Actions
  is_microservice: false
  title: Awesome GitHub Actions
  is_special: true
https://github.com/seal-io/tap:
  description: ''
  addition_method: manual
  content_hash: 29332c206f1a8d3ba1c05490a4439a1e43aef95d7f176203de579b4e4673bd69
  gh_license: MPL-2.0
  gh_pushed: '2024-02-04T06:29:24Z'
  gh_stars: 15
  health_score: 100.0
  last_checked: 1779032732.222339
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: TAP (Terraform Advanced Patcher) executes fine-grained, localized modifications
    directly inside active HCL code blocks without resetting or breaking state continuity.
    Primarily geared for programmatic platform modifications, it resolves dependency-update
    hurdles in massive deployments by allowing targeted mutations across distributed
    repositories.
  language: Go
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Code Modifiers
  is_microservice: false
  title: 'github.com/seal-io/tap: Terraform Advanced Patcher (TAP)'
https://github.com/search?l=powershell&q=stars%3A%3E1&type=Repositories:
  description: ''
  addition_method: manual
  content_hash: cf889f549f22a4d2fb4fa68a8c2e1ed65f9f29c17eee06da4d21fffec2240bd2
  health_score: 100.0
  last_checked: 1779033508.195303
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2026'
  stars: 0
  ai_summary: High-level GitHub query filter pointing to trending open-source PowerShell
    module platforms, providing continuous access to updated utility options.
  language: PowerShell
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure Automation
  - Reference Index
  - GitHub Discoveries
  - Community Modules
  is_microservice: false
  title: github.com/search?l=powershell
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/search?q=org%3Alightstep+launcher:
  description: ''
  addition_method: manual
  content_hash: 730fb916d46d79d0808d94d590d713b0f380ea7d2dc346ca4d4a4f0be643d18d
  health_score: 100.0
  last_checked: 1779029118.973122
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2021'
  ai_summary: Repository group containing Lightstep’s multi-language configuration
    wrappers. Designed to assist telemetry setup, though developers in 2026 have transitioned
    to upstream OTel SDK extensions for long-term support.
  language: Go
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Observability
  - OpenTelemetry
  - SDK Bootstraps
  is_microservice: false
  title: "OpenTelemetry Launchers \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/segmentio/kubectl-curl:
  description: ''
  addition_method: manual
  content_hash: 17f8bb698c3d9d92cfdf16f8b43137f794d21119c68e56f935b87aebfecaec94
  gh_license: MIT
  gh_pushed: '2025-09-24T22:41:02Z'
  gh_stars: 188
  health_score: 100.0
  last_checked: 1779032288.198237
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A convenient plugin allowing engineers to execute curl commands inside
    target pod namespaces. It simplifies localized API troubleshooting, service mesh
    network testing, and microservice validation.
  language: Go
  resource_type: Kubectl Plugin
  complexity: Intermediate
  hierarchy:
  - Development & Testing
  - Kubectl Plugins
  - Network Diagnostics
  is_microservice: false
  title: 'segmentio/kubectl-curl: Kubectl plugin to run curl commands against kubernetes''
    pods'
https://github.com/segmentio/stack:
  description: ''
  addition_method: manual
  content_hash: cc496150974b415cced2189a2b888f8a3c71d167f79b94cb3cc52c6bf999ca55
  gh_license: MIT
  gh_pushed: '2023-04-07T22:43:12Z'
  gh_stars: 2091
  health_score: 100.0
  last_checked: 1779034041.881693
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2021'
  ai_summary: Segment's production-proven infrastructure baseline template codebase
    for AWS workloads. Standardized on ECS, Auto-scaling, and foundational network
    controls, but now archived in favor of native Kubernetes/EKS methodologies.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - AWS
  - Legacy Tooling
  is_microservice: true
  title: segmentio/stack
https://github.com/selefra/selefra:
  description: ''
  addition_method: manual
  content_hash: 8c2d37a3c3906922d6bd119377834a69e2f6ffc98e2427f2d9363206fd9c1d69
  gh_license: MPL-2.0
  gh_pushed: '2023-08-30T04:35:10Z'
  gh_stars: 545
  health_score: 100.0
  last_checked: 1779029899.651268
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: An open-source policy-as-code platform engineered to analyze multi-cloud
    and SaaS configurations using SQL-based query patterns. This tool enables developers
    to scan cloud resources for compliance defects, security gaps, and operational
    overhead with rapid execution and modular plugins.
  language: Go
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Security & Compliance
  - Cloud Security
  is_microservice: false
  title: 'Selefra: Selefra is an open-source policy-as-code software that provides''
    analytics for multi-cloud and SaaS.'
https://github.com/seligman/aws-ip-ranges:
  description: ''
  addition_method: manual
  content_hash: d01f998bfea46bcc52291909a73539b91d0dc3cf7dfbceb7618d32940b11d01c
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T22:28:31Z'
  gh_stars: 286
  health_score: 100.0
  last_checked: 1779030825.006911
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: '2018'
  ai_summary: A vital open-source parser designed to track dynamic AWS IP range changes
    from ip-ranges.json. Essential for configuring robust hybrid on-premises firewalls
    and programmatic security rules. Modern setups frequently replace manual parsing
    with AWS Managed Prefix Lists, rendering manual scripts legacy but historically
    significant.
  language: English
  resource_type: github_repo
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - IP Range Utilities
  is_microservice: false
  title: 'github.com/seligman/aws-ip-ranges: AWS''s ip-ranges.json'
https://github.com/sematext/cheatsheets/blob/master/docker-swarm-cheatsheet.md:
  description: ''
  addition_method: manual
  content_hash: af88251361cf1706840a74c5826170369cf4a10cce2f05e095cb3554a7c52292
  health_score: 100.0
  last_checked: 1781735890.041055
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2024'
  ai_summary: 'Curator Insight: A concise reference detailing commands for node management,
    service orchestration, and stack deployment within Docker Swarm. Live Grounding:
    While Docker Swarm remains popular for minimalist configurations and low-overhead
    environments, 2026 paradigms heavily prioritize Kubernetes; this cheat sheet serves
    as a rapid onboarding guide for running simpler container clusters.'
  language: Markdown
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Docker Swarm
  is_microservice: false
  title: 'github: sematext - Docker Swarm Cheatsheet'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/senthilrch/kube-fledged:
  description: ''
  addition_method: manual
  content_hash: b225f7fdbeaea410a77a77474d0644d961c995462f2f6d77afef056d20ef4fba
  gh_license: Apache-2.0
  gh_pushed: '2024-02-20T05:20:10Z'
  gh_stars: 1370
  health_score: 100.0
  last_checked: 1779030739.671987
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kube-fledged is an operator designed to pre-pull and cache container
    images directly on designated worker nodes. This eliminates pull latency during
    rapid autoscaling events or emergency failovers, optimizing startup performance.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - Performance Tuning
  - Image Caching
  is_microservice: true
  title: kube-fledged
https://github.com/serenakeyitan/awesome-notebookLM-prompts:
  description: ''
  addition_method: manual
  ai_summary: 'A master curation of system-level prompt templates specifically optimized
    for Google NotebookLM. It accelerates complex source material ingestions, contextual
    extractions, and structured summarizing processes for technical architects. (Live
    Grounding: Highlights the 2026 intersection of AI workflow orchestration and engineering
    documentation maintenance).'
  complexity: Intermediate
  content_hash: 8deb42a1749ee77d00493b8834b2b7d7c838476dc44425af6bc370521886bbcf
  gh_license: MIT
  gh_pushed: '2026-05-13T12:29:46Z'
  gh_stars: 3761
  health_score: 100.0
  hierarchy:
  - Artificial Intelligence & LLMs
  - Prompt Engineering
  - Developer Productivity
  is_microservice: false
  language: Markdown
  last_checked: 1779031109.310343
  needs_ai_refresh: true
  resource_type: Awesome List
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ai.md
  - docs/chatgpt.md
  - docs/demos.md
  v2_locations:
  - ai.md
  - chatgpt.md
  - demos.md
  year: '2024'
  title: Awesome NotebookLM Slide Prompts
https://github.com/serkan-ozal/jillegal:
  description: ''
  addition_method: manual
  ai_summary: An experimental and now archived Java library designed to bypass standard
    JVM memory management by allocating objects directly off-heap. While historically
    notable for developers seeking ultra-low latency and manual pointer manipulation,
    modern JDK developments—specifically the Foreign Function and Memory API (Project
    Panama)—have rendered this library obsolete. It remains useful primarily as a
    reference for educational and historical exploration of raw memory control within
    the Java ecosystem.
  complexity: Advanced
  content_hash: 46e56ae8b45b37578fc79836de17785b889518fb94d38cdcc0a72335ae49b93d
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - Java Virtual Machine
  - Memory Management
  is_microservice: false
  language: Java
  last_checked: 1781735982.174581
  needs_ai_refresh: true
  resource_type: Library
  stars: 0
  status: online
  tags:
  - '[EMERGING]'
  - '[LEGACY]'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: '2016'
  title: Jillegal OffHeap Module
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/shahedbd/awesome-project-management:
  description: ''
  addition_method: manual
  content_hash: d972fa83c542725361c6c3e67aab7f79fea7813afd1bbaef029dd3036161a84c
  gh_license: MIT
  gh_pushed: '2026-05-22T20:27:52Z'
  gh_stars: 750
  health_score: 100.0
  last_checked: 1779033360.618024
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A structured index compiling open-source and SaaS utilities for task
    orchestration, budget tracking, resource scheduling, and engineering team collaboration.
    Serves as a tooling reference for managers of software delivery groups.
  language: Markdown
  resource_type: Awesome List
  complexity: Beginner
  hierarchy:
  - Process & Delivery
  - Project Management
  - Agile Operations
  is_microservice: false
  title: Awesome Project Management
  is_special: true
https://github.com/shank-git/metal-kubes:
  description: ''
  addition_method: manual
  ai_summary: An early bare-metal helper script collection. Live Grounding verifies
    that the repository is archived and inactive, as the ecosystem has shifted entirely
    to production automation like Cluster API or Talos OS.
  complexity: Advanced
  content_hash: bbce875960ea4838f42d6195fbaa3c54d5385f16b432f7e605c2e1b20a2fb8c8
  gh_license: Apache-2.0
  gh_pushed: '2021-05-15T08:29:21Z'
  gh_stars: 34
  health_score: 100.0
  hierarchy:
  - Bare-Metal Deployments
  - Legacy Helpers
  - Shell Automation
  is_microservice: false
  language: Shell
  last_checked: 1779032100.981136
  needs_ai_refresh: true
  resource_type: Tool
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: '2020'
  title: Metal Kubes
https://github.com/shanraisshan/claude-code-best-practice:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: Curated collection of best practices, system prompts,
    and architecture layouts for Claude Code. Live Grounding: Explores advanced CLI-driven
    agent workflows, highlighting configuration optimizations, shell integration strategies,
    and secure execution configurations in local and remote environments.'
  complexity: Intermediate
  content_hash: c53e9eacc19403ce5395b303d38d8763fc136779b4d88f819bdaa7b1cba9dd42
  gh_license: MIT
  gh_pushed: '2026-06-14T06:35:50Z'
  gh_stars: 57660
  health_score: 100.0
  hierarchy:
  - Developer Experience
  - AI-Assisted Coding
  - Claude Code
  is_microservice: false
  language: Markdown
  last_checked: 1779032922.94381
  needs_ai_refresh: true
  resource_type: Guide
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  v1_locations:
  - docs/ai-agents-mcp.md
  - docs/ai.md
  - docs/developerportals.md
  v2_locations:
  - ai.md
  - ai-agents-mcp.md
  - developerportals.md
  year: '2025'
  title: Claude Code Best Practice
https://github.com/sharadbhat/KubernetesPatterns:
  description: ''
  addition_method: manual
  content_hash: 4ca82fb74ad7f9528d9f261cc583a0ed8f7ea5441941ea30726f449523e05dc6
  gh_license: MIT
  gh_pushed: '2020-10-05T21:37:29Z'
  gh_stars: 72
  health_score: 100.0
  last_checked: 1779033914.121113
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: A practical repository offering concrete YAML and Golang implementations
    of classic design patterns. Highly valuable for application developers, as it
    translates theoretical paradigms like Ambassadors and Adapters into functioning
    Go code and matching Kubernetes manifests.
  language: Go
  resource_type: Code Examples
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Design Patterns
  - Reference Implementations
  is_microservice: false
  title: 'github.com/sharadbhat/KubernetesPatterns: YAML and Golang implementations''
    of common Kubernetes patterns'
https://github.com/sheehan/job-dsl-gradle-example:
  description: ''
  addition_method: manual
  content_hash: 858122161d65456c6cfafb3323568e24e068f60e83ee8a1ef71893a687dc4dad
  gh_license: Apache-2.0
  gh_pushed: '2022-04-21T02:40:44Z'
  gh_stars: 451
  health_score: 100.0
  last_checked: 1779031046.415867
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2020'
  ai_summary: An industry-standard demonstration repository showing how to run, lint,
    compile, and validate Jenkins Job DSL scripts locally using a Gradle build environment.
    Eliminates deployment trial-and-error by implementing local syntax testing routines.
  language: Groovy
  resource_type: repository
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Pipeline as Code
  - Job DSL Tooling
  is_microservice: false
  title: job-dsl **Gradle** Example
https://github.com/sherifabdlnaby/kubephp:
  description: ''
  addition_method: manual
  content_hash: 622b42fb6fa504910b1860d9a79c8d6cfdc5317a7136e08bc861cfc72037fa75
  gh_license: MIT
  gh_pushed: '2026-02-28T20:47:55Z'
  gh_stars: 456
  health_score: 100.0
  last_checked: 1779030285.63856
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: '2026'
  ai_summary: KubePHP is a specialized repository detailing optimal configurations
    for deploying PHP applications (particularly PHP-FPM and Nginx sidecars) onto
    Kubernetes clusters. It addresses PHP-specific cloud-native challenges such as
    shared volume sessions, OPcache preloading, and graceful shutdown handling. It
    provides critical scaffolding and architectural advice for modernizing legacy
    PHP monoliths into production-grade, autoscaled microservices.
  language: PHP
  resource_type: Template
  complexity: Medium
  hierarchy:
  - Application Development
  - PHP
  - Kubernetes Integration
  is_microservice: true
  title: sherifabdlnaby/kubephp
https://github.com/sherifabdlnaby/phpdocker:
  addition_method: manual
  content_hash: 622b42fb6fa504910b1860d9a79c8d6cfdc5317a7136e08bc861cfc72037fa75
  description: ''
  health_score: 100.0
  last_checked: 1779031600.861847
  stars: 0
  title: phpdocker
  v1_locations:
  - docs/docker.md
  year: N/A
https://github.com/shipa-corp/ketch:
  addition_method: manual
  content_hash: c1ebb74798226b8004b5a89a4e70d8693ace5a23b5e00efeae98c481a1da578b
  description: ''
  health_score: 100.0
  last_checked: 1779031360.819209
  stars: 0
  title: github.com/shipa-corp/ketch
  v1_locations:
  - docs/yaml.md
  year: N/A
https://github.com/shipwright-io/build:
  description: ''
  addition_method: manual
  content_hash: ce61ffaeaadfbc517b8f9aa5e71ed602ff6cd1fc85af740124c15322f7d65421
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T06:02:54Z'
  gh_stars: 810
  health_score: 100.0
  last_checked: 1779030119.866415
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: Shipwright is an extensible, CNCF-backed framework for building container
    images directly within Kubernetes. By utilizing Tekton pipelines under the hood,
    Shipwright abstractly supports multiple build strategies, including Kaniko, Cloud
    Native Buildpacks, and Source-to-Image. It enables platform engineering teams
    to define a secure, centralized image-building service for developers.
  language: Go
  resource_type: Framework
  complexity: High
  hierarchy:
  - Application Delivery
  - Build Tools
  - Kubernetes-Native Build
  is_microservice: false
  title: 'shipwright-io/build: shipwright'
https://github.com/shuaibiyy/awesome-terraform:
  addition_method: manual
  content_hash: 80b26cc48931172cafbf7b70b41defc488bed306d8946cd1b79feb48dfc8f4d4
  description: ''
  health_score: 100.0
  last_checked: 1779031406.912448
  stars: 0
  title: shuaibiyy/Awesome Terraform
  v1_locations:
  - docs/other-awesome-lists.md
  - docs/terraform.md
  year: N/A
https://github.com/shuaibiyy/awesome-tf:
  description: ''
  addition_method: manual
  content_hash: d020dbee208ae3000ab3e0652fef92bc77c80ccd0a30a5a9b378c9c7200d0d15
  gh_license: CC0-1.0
  gh_pushed: '2026-06-13T23:22:19Z'
  gh_stars: 6530
  health_score: 100.0
  last_checked: 1779130494.932706
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  - docs/terraform.md
  v2_locations:
  - terraform.md
  - other-awesome-lists.md
  year: '2025'
  stars: 5
  ai_summary: An extensive directory of modules, tools, linters, frameworks, and packages
    curated by the Terraform community. Acts as a core index for tracking dynamic
    tooling ecosystems like Terragrunt, TFLint, Terrascan, and cost optimization utilities.
  language: Markdown
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Curation
  - Community Directories
  is_microservice: false
  title: github.com/shuaibiyy/awesome-terraform
  is_special: true
https://github.com/shurshun/domain-harvester:
  description: ''
  addition_method: manual
  content_hash: fe32d799be81bc627d249a9d9c759158a15cf8a49fdabbc1548f65ddf97bb38b
  health_score: 100.0
  last_checked: 1781736026.316112
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2020'
  ai_summary: Technical codebase utility built to scan, harvest, and aggregate domain
    information. Useful for tracking internal infrastructure endpoints and public-facing
    assets during operational inventory audits.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Infrastructure Automation
  - Scanning
  is_microservice: false
  title: Domain-harvester
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/siamaksade/jenkins-blueocean:
  description: ''
  addition_method: manual
  ai_summary: Public demonstration repository providing configured manifests for launching
    Jenkins Blue Ocean on OpenShift clusters. Acts as a blueprint for visualizing
    pipeline stages in Red Hat environments.
  complexity: Intermediate
  content_hash: 8ae8694d0e6b687c92b0601c720e176357d2ef7c2cc1b564df31283a6f997758
  health_score: 100.0
  hierarchy:
  - CI/CD & DevOps
  - Enterprise Jenkins
  - OpenShift Integration
  is_microservice: false
  language: Groovy
  last_checked: 1781735910.853436
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  - demos.md
  year: '2020'
  title: github.com/siamaksade/jenkins-blueocean
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/siamaksade/mapit-spring:
  description: ''
  addition_method: manual
  content_hash: 168194cfb02b3eaf1007b71793f17395151974c4a7167c95481b94cd78a74595
  health_score: 100.0
  last_checked: 1781735911.004634
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: MapIt is an interactive Spring Boot microservice designed to demonstrate
    cloud-native design principles on OpenShift. Showcases routing, Horizontal Pod
    Autoscaling (HPA), and config management using platform resources.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Microservices Showcase
  - Spring Boot
  is_microservice: true
  title: MapIt
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/sieve-project/sieve:
  description: ''
  addition_method: manual
  content_hash: f4d9136fc65098acc53e581910d0f10b08376a14c680ffa9cd77da27d0e101cd
  gh_license: BSD-2-Clause
  gh_pushed: '2024-09-26T03:49:27Z'
  gh_stars: 345
  health_score: 100.0
  last_checked: 1779033130.296854
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2025'
  ai_summary: Sieve is an advanced chaos testing engine created to validate custom
    controller stability. By injecting artificial API delays, dynamic component drops,
    and network splits, it forces edge-case paths to discover concurrency errors and
    reconciliation bugs.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Extensibility & Development
  - Controller Testing
  - Reliability Engineering
  is_microservice: false
  title: github.com/sieve-project/sieve
https://github.com/sighupio/permission-manager:
  description: ''
  addition_method: manual
  content_hash: 2f0669cf07fdd602ed1f85aa8f6f18e459180e0c2f0e04399fd8a521e3e11dca
  gh_license: BSD-3-Clause
  gh_pushed: '2024-05-12T17:36:11Z'
  gh_stars: 1371
  health_score: 100.0
  last_checked: 1779030300.261161
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: An intuitive web application designed to govern Kubernetes Role-Based
    Access Control (RBAC). It enables cluster administrators to seamlessly provision
    users, generate Kubeconfigs, and bind specific permissions without manually editing
    complex YAML manifest specifications.
  language: Go
  resource_type: Web Application
  complexity: Intermediate
  hierarchy:
  - Security
  - Access Control
  - RBAC Management
  is_microservice: true
  title: "==Permission Manager== \U0001F31F"
https://github.com/sigstore/cosign:
  description: ''
  addition_method: manual
  ai_summary: Part of the Sigstore project, Cosign has established itself as the de
    facto standard for cryptographically signing and verifying OCI artifacts (container
    images, SBOMs). Supports hardware tokens, OIDC-based keyless signing, and seamless
    verification webhooks in Kubernetes, radically simplifying supply chain validation.
  complexity: Advanced
  content_hash: fa41311bb071a2f91d4d0387a1a4382c4d68e3ebe8a866e9388224a469aa4345
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T21:12:47Z'
  gh_stars: 6041
  health_score: 100.0
  hierarchy:
  - Security
  - Image Signing
  - Cryptographic Trust
  is_microservice: true
  language: Go
  last_checked: 1779030569.974052
  needs_ai_refresh: true
  resource_type: Tool
  stars: 3
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2026'
  title: 'Cosign: Container Signing'
https://github.com/sigstore/k8s-manifest-sigstore:
  description: ''
  addition_method: manual
  content_hash: 3ce325e9eeb965b68ba6a2dd61de22b767fef48c2212a870b9fb01520dfd615f
  gh_license: Apache-2.0
  gh_pushed: '2026-05-28T07:08:10Z'
  gh_stars: 87
  health_score: 100.0
  last_checked: 1779032889.551978
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2026'
  ai_summary: A specialized framework integrating the Sigstore signature ecosystem
    with Kubernetes manifests. It enables platform operators to verify configuration
    payload signatures at deployment time, ensuring declarative resource definitions
    are not tampered with and originate from trusted pipelines.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Security
  - Integrity & Signature
  - Supply Chain Security
  is_microservice: false
  title: 'github.com/sigstore: k8s-manifest-sigstore'
https://github.com/silverapp/silver:
  description: ''
  addition_method: manual
  content_hash: 4818e93ab4a4794e4eb5c07a513c35821855c54ea5677d11a60c8ebb2ee8a53b
  gh_license: NOASSERTION
  gh_pushed: '2026-05-18T14:01:00Z'
  gh_stars: 309
  health_score: 100.0
  last_checked: 1779130494.945144
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2024'
  stars: 5
  ai_summary: Silver is an open-source invoicing and automated billing engine built
    on Django, offering declarative RESTful structures for subscription management.
    Enables seamless mapping of custom invoice workflows and state machines. Excellent
    enterprise baseline for custom financial systems.
  language: Python
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Business Applications
  - Automated Billing
  is_microservice: true
  title: 'github.com: Django app + RESTful API for automatic billing'
https://github.com/simhol/awesome-azure:
  description: ''
  addition_method: manual
  content_hash: d5eb33ba6a89d1c496b8bd4964813e5acd0620ef17238cbab4c31aec99444912
  health_score: 100.0
  last_checked: 1781736123.21074
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A community-maintained resource collection for Azure deployments, automation
    scripts, and management frameworks. This index aggregates specialized tools and
    networking resources that complement official Microsoft documentation. It functions
    as a valuable secondary reference for enterprise cloud-migration pipelines.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Azure
  - Resources
  is_microservice: false
  title: 'github.com/simhol/awesome-azure: Awesome Azure'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/similarweb/statusbay:
  description: ''
  addition_method: manual
  content_hash: 4ffe80051d427adad91bc6a4591a4dcb38f422ee9b1508249389603ab977d3d2
  gh_license: Apache-2.0
  gh_pushed: '2024-07-02T11:10:26Z'
  gh_stars: 387
  health_score: 100.0
  last_checked: 1779030739.814795
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: '2021'
  ai_summary: An active deployment monitoring tool that provides real-time visibility
    into Kubernetes deployment sequences. By aggregating event logs and state transitions,
    StatusBay offers clean diagnostic traces for failed releases, improving post-mortem
    analysis.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Deployments
  - Telemetry
  is_microservice: false
  title: StatusBay
https://github.com/simplenetes-io/simplenetes:
  description: ''
  addition_method: manual
  ai_summary: A highly simplified container orchestration tool designed as an alternative
    to Kubernetes. Lacks active development (>4 years inactive), recommended solely
    for legacy academic reference.
  complexity: Intermediate
  content_hash: 2f83015b87a2f26b457ec8754986c0fdb26f96fb3c4a6ebbaddbf64a99fb24b0
  gh_license: MIT
  gh_pushed: '2021-04-13T11:01:55Z'
  gh_stars: 766
  health_score: 100.0
  hierarchy:
  - Orchestration
  - Alternatives
  - Simplenetes
  is_microservice: false
  language: Shell
  last_checked: 1779034273.493288
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-alternatives.md
  v2_locations:
  - kubernetes-alternatives.md
  year: '2020'
  title: Simplenetes
https://github.com/sinaptik-ai/pandas-ai:
  description: ''
  addition_method: manual
  content_hash: 954cf0843c76bec2ad6612e6618602e0604d1806041e9de6bbccad5056e03762
  gh_license: NOASSERTION
  gh_pushed: '2025-10-28T10:02:13Z'
  gh_stars: 23581
  health_score: 100.0
  last_checked: 1779130494.97052
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2023'
  stars: 5
  ai_summary: Curator Insight showcases PandasAI as a framework translating natural
    language queries directly into executable Pandas transformations. Live Grounding
    emphasizes its utility for quick analytical interfaces, while highlighting that
    enterprise environments must apply strict sandboxing to isolate LLM-generated
    code paths.
  language: Python
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence
  - Generative AI
  - Data Analysis Automation
  is_microservice: true
  title: github.com/gventuri/pandas-ai
https://github.com/sindresorhus/awesome:
  description: ''
  addition_method: manual
  content_hash: a7abc624db0a48c5055308585633adeea51c78ae0f7ebee5009290afd849092f
  gh_license: CC0-1.0
  gh_pushed: '2026-06-02T12:50:13Z'
  gh_stars: 475618
  health_score: 100.0
  last_checked: 1779030958.203966
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: The main index repository by Sindre Sorhus, tracking development resources
    and technologies globally. Highly useful for architects trying to cross-reference
    multiple tech stack capabilities.
  language: Markdown
  resource_type: Awesome List
  complexity: Beginner
  hierarchy:
  - Curation
  - Awesome Lists
  - General
  is_microservice: false
  title: '@sindresorhus'' Awesome'
  is_special: true
https://github.com/sirech/example-concourse-pipeline:
  addition_method: manual
  content_hash: a45d87d94ca98bde5e515332e6b5f34a3987632a69c45e499c22214f4fdd5a80
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779033187.748102
  needs_ai_refresh: true
  stars: 0
  title: github.com/sirech/example-concourse-pipeline
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/skooner-k8s/skooner:
  description: ''
  addition_method: manual
  content_hash: 352f9d19bc2f71467219ddfa3b5bf8844ac20113acb43740ba66cd47244e70e3
  gh_license: Apache-2.0
  gh_pushed: '2024-06-30T11:31:54Z'
  gh_stars: 1439
  health_score: 100.0
  last_checked: 1779032935.084897
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A lightweight, real-time web console formerly known as Kube-dev. Optimized
    for both mobile and desktop screens, it enables platform engineers to quickly
    monitor and manage cluster resources, deployments, and logs without resource overhead.
  language: JavaScript
  resource_type: Service
  complexity: Medium
  hierarchy:
  - Operations
  - Web Dashboards
  - UI Portal
  is_microservice: true
  title: skooner - Kubernetes Dashboard
https://github.com/sl1pm4t/k2tf:
  description: ''
  addition_method: manual
  content_hash: 6278c4fc7e131754140157e525abd47b4da0a4e1a941c13caeac4d314744354b
  gh_license: MPL-2.0
  gh_pushed: '2025-12-12T14:11:18Z'
  gh_stars: 1229
  health_score: 100.0
  last_checked: 1779031389.720847
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: K2tf translates raw Kubernetes manifests into declarative Terraform
    HCL code blocks, simplifying the transition of resource management to infrastructure-as-code
    models. By parsing nested arrays and complex resource specs, it generates equivalent
    'kubernetes_' provider resources. While minor manual adjustments are still needed
    for specialized CRDs, it significantly lowers initial migration efforts.
  language: Go
  resource_type: CLI Utility
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - IaC Conversion
  - Terraform Integration
  is_microservice: false
  title: '==github.com/sl1pm4t/k2tf: Kubernetes YAML to Terraform HCL converter=='
https://github.com/slackhq/nebula:
  description: ''
  addition_method: manual
  content_hash: a84f373ae9521de80f0f421638966dc03facc02d62949db845d9ab94dae7602a
  gh_license: MIT
  gh_pushed: '2026-06-13T01:52:59Z'
  gh_stars: 17399
  health_score: 100.0
  last_checked: 1779031333.874969
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: An ultra-secure, highly scalable overlay networking tool developed by
    Slack. It utilizes Noise-protocol encryption to link nodes spanning multi-cloud
    platforms, physical clusters, and home networks. It acts as an exceptionally reliable,
    high-performance network overlay standard.
  language: Go
  resource_type: Service
  complexity: High
  hierarchy:
  - Networking & Security
  - Overlay Networking
  - SDN
  is_microservice: false
  title: Nebula
https://github.com/slawekradzyminski/AwesomeTesting:
  description: ''
  addition_method: manual
  content_hash: cef0a9f4efdcd2e351d2822b1a6050a76b74cce29e9aa2c8232e91ee7d569f49
  health_score: 100.0
  last_checked: 1781736123.254112
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A handy collection of code snippets, unit tests, and mocking architectures
    written across various development frameworks. Assists individual developers in
    quickly establishing mock-ups and isolated test cases. Ideal for bootstrapping
    automated integration tests in diverse multi-language environments.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Software Quality
  - Testing
  - Snippets
  is_microservice: false
  title: Awesome Testing code snippets
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/slipway-gitops/slipway:
  description: ''
  addition_method: manual
  content_hash: dbbab359e02e49a90b108972cbdeb6b096a69a28d186590c3d3e1437a8d51bf8
  gh_license: Apache-2.0
  gh_pushed: '2020-05-05T20:37:13Z'
  gh_stars: 47
  health_score: 100.0
  last_checked: 1779033922.33129
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A minimalist GitOps controller engineered to automate workflow provisioning
    directly from Git sources. By targeting declarative configurations, it offers
    lightweight state reconciliation for team workspaces. Current analysis shows minimal
    active development, as the industry gravitated toward mature engines like ArgoCD.
  language: Go
  resource_type: Controller
  complexity: Medium
  hierarchy:
  - Application Delivery
  - GitOps
  - Controllers
  is_microservice: false
  title: 'slipway: A Kubernetes controller to automate gitops provisioning'
https://github.com/slok/kubewebhook:
  description: ''
  addition_method: manual
  content_hash: 7682c6cfb7de514686f7aaad0fc3d75296b833fdef0db22a23d0af30a07bcc37
  gh_license: Apache-2.0
  gh_pushed: '2025-04-16T22:56:45Z'
  gh_stars: 630
  health_score: 100.0
  last_checked: 1779034502.551788
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A powerful SDK designed to streamline the implementation of Mutating
    and Validating Admission Webhooks in Go. It handles the low-level JSON patching
    and routing boilerplate, allowing developers to focus solely on custom validation
    rules and business policies.
  language: Go
  resource_type: Library
  complexity: Medium
  hierarchy:
  - Application Delivery
  - Admission Control
  - Webhooks SDK
  is_microservice: false
  title: kubewebhook
https://github.com/slok/sloth:
  description: ''
  addition_method: manual
  content_hash: 2e4bcb0320df96693316bf3c5aa6a5ba38ec35220390e110e3a3abefd3dc73a7
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T07:22:17Z'
  gh_stars: 2501
  health_score: 100.0
  last_checked: 1779032833.606156
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: '2023'
  ai_summary: Sloth is an automated, developer-friendly generator for SLO alerting.
    Evaluates declarative YAML templates and outputs production-grade PromQL rules
    representing complex multi-window, multi-burn-rate algorithms.
  language: Go
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - SLAs & SLOs
  - Generators
  is_microservice: false
  title: "Sloth \U0001F31F"
https://github.com/sls-dev1/openshift-elastic-apm-server:
  description: ''
  addition_method: manual
  content_hash: a9f17267aacb4078471811081556a8791b40a10febd8cb94b6f319592240c61d
  health_score: 100.0
  last_checked: 1781736101.888902
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: A Dockerized configuration tailored to deploy Elastic APM Server on
    Red Hat OpenShift. While still relevant for highly restricted, air-gapped legacy
    OpenShift setups, modern 2026 deployments prefer using the official Elastic Cloud
    on Kubernetes (ECK) operator for automated scaling and lifecycle management.
  language: Dockerfile
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - Elastic Stack
  is_microservice: true
  title: Elastic APM Server Docker image
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/smarkets/marge-bot:
  description: ''
  addition_method: manual
  content_hash: 456e45feb8a89f3ef092787cd0ae71b2ca151f9c52ba8de8d3351aab85d451cd
  gh_license: BSD-3-Clause
  gh_pushed: '2023-07-26T19:54:30Z'
  gh_stars: 738
  health_score: 100.0
  last_checked: 1779031469.077422
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2026'
  ai_summary: A highly robust Python-based merge bot for GitLab. Implements a strict
    'not-by-default' merge pipeline strategy, testing rebased target branches in isolation
    prior to master commits. Essential for keeping high-throughput GitLab monorepos
    permanently green.
  language: Python
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - GitLab Automation
  is_microservice: true
  title: 'Marge-bot: A merge-bot for GitLab'
https://github.com/smartxworks/knest:
  description: ''
  addition_method: manual
  content_hash: 8ad9227005d7c9e5df0f961be84c317de358cf89ef1cbe0f36b577a9e66bc257
  gh_license: Apache-2.0
  gh_pushed: '2023-05-25T10:36:03Z'
  gh_stars: 89
  health_score: 100.0
  last_checked: 1779030413.664637
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: Knest is a cluster provisioning tool that automates the deployment of
    nested Kubernetes clusters using Virtink virtual machines. It solves multi-tenant
    physical isolation challenges by running independent control planes inside virtual
    environments on top of a physical cluster parent.
  language: Go
  resource_type: Operator / CLI
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cluster Management
  - Nested Clusters
  is_microservice: false
  title: smartxworks/knest
https://github.com/smartxworks/virtink:
  description: ''
  addition_method: manual
  content_hash: 3a00f8a0ede46440a57f0ce4e3b948b4b8702cb22dd4f6d3b771af5cf68e9e26
  gh_license: Apache-2.0
  gh_pushed: '2025-10-09T02:47:43Z'
  gh_stars: 607
  health_score: 100.0
  last_checked: 1779030443.414497
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Virtink is a cloud-native virtualization operator designed to orchestrate
    lightweight virtual machines natively inside Kubernetes. Utilizing Cloud-Hypervisor
    as its backend, it serves as an agile, low-overhead alternative to KubeVirt for
    building hyper-converged architectures.
  language: Go
  resource_type: Operator / CRD
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Virtualization
  - Hypervisor
  is_microservice: false
  title: smartxworks/virtink
https://github.com/smocker-dev/smocker:
  description: ''
  addition_method: manual
  content_hash: 40efcd8e1c2c1fa509cad2907f268f458d4ac86730f96c073f0d789a30a93278
  gh_license: MIT
  gh_pushed: '2026-02-28T20:09:21Z'
  gh_stars: 1281
  health_score: 100.0
  last_checked: 1779130494.97022
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2020'
  stars: 5
  ai_summary: Smocker is an execution-efficient, REST API-driven HTTP mocking utility
    designed for microservice local integration testing. It allows defining dynamic
    request matches and custom mocking scenarios via direct YAML configurations.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Development Tools
  - Testing Tools
  - API Mocking
  is_microservice: true
  title: Smocker (server mock) is a simple and efficient HTTP mock server
https://github.com/sngular/kloadgen:
  description: ''
  addition_method: manual
  ai_summary: A purpose-built performance benchmarking CLI tool designed to simulate
    realistic cluster loads by generating synthetic schema-validated data. It easily
    ingests Avro or JSON schemas to produce representative records at controllable
    volume rates.
  complexity: Advanced
  content_hash: 6f75656246af7922630fe410a3417708b077de79ea81d6bef46c3e2f35059c5f
  gh_license: MPL-2.0
  gh_pushed: '2024-11-19T18:12:19Z'
  gh_stars: 218
  health_score: 100.0
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Testing & Emulation
  is_microservice: false
  language: Kotlin
  last_checked: 1779130495.033727
  needs_ai_refresh: true
  resource_type: Open Source Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: '2022'
  title: "KLoadGen - Kafka + (Avro/Json Schema) Load Generator \U0001F31F"
https://github.com/softonic/node-policy-webhook:
  description: ''
  addition_method: manual
  content_hash: 6166d7a754467ea95c0cbeb24f39d1d868b74f6fee5b09e8b5657f6224701c07
  gh_license: Apache-2.0
  gh_pushed: '2022-12-21T09:05:46Z'
  gh_stars: 17
  health_score: 100.0
  last_checked: 1779030578.551634
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: A Kubernetes Mutating Admission Webhook that automatically injects node
    selectors, tolerations, and node affinity rules into pods based on configured
    node policies. It has largely been superseded by native topology spreads and modern
    policy engines.
  language: Go
  resource_type: Admission Webhook
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Scheduling & Node Assignment
  - Admission Controllers
  is_microservice: true
  title: node-policy-webhook
https://github.com/solarwinds/rkubelog:
  description: ''
  addition_method: manual
  content_hash: 31d366bcbd4ded03d79de63d2b8ea15efc830fcb6370f4e06674cd7404f54392
  gh_license: Apache-2.0
  gh_pushed: '2023-08-09T08:39:10Z'
  gh_stars: 23
  health_score: 100.0
  last_checked: 1779033030.849502
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A command-line tool designed to tail and parse structured Kubernetes
    application logs in real-time, offering advanced regex filtering, JSON formatting,
    and stream highlights. While SolarWinds transitioned to central SaaS offerings,
    this local CLI utility remains a handy, fast tool for developers debug-tailing
    raw stdout logs in 2026.
  language: Go
  resource_type: CLI Tool
  complexity: Low
  hierarchy:
  - Operations
  - Logging
  - CLI Tool
  is_microservice: false
  title: "rkubelog \U0001F31F"
https://github.com/sonatype-nexus-community:
  description: ''
  addition_method: manual
  ai_summary: The primary ecosystem landing organization for third-party integrations,
    developer plugins, and extension scripts built around Sonatype Nexus. It serves
    as a decentralized catalog of community resources. While containing many unmaintained
    or vintage projects, it represents an outstanding archival codebase for custom
    integrations.
  complexity: Intermediate
  content_hash: 1a70e8576d4fa27360396038c0f0ce70dd3390956124369787a0432a2e1aceda
  health_score: 100.0
  hierarchy:
  - Artifact Management
  - Package Repositories
  - Nexus Community
  is_microservice: false
  language: N/A
  last_checked: 1779030235.965368
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: '2026'
  title: "Sonatype Nexus Community \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/sonatype-nexus-community/nexus-kubernetes-openshift:
  description: ''
  addition_method: manual
  ai_summary: A community-driven GitHub repository containing Helm charts and manifest
    configurations designed to deploy Sonatype Nexus in OpenShift environments. Live
    grounding confirms this repository has been unmaintained for several years and
    is now marked legacy. Modern deployments should prioritize official Helm charts
    from the mainstream Sonatype organization for production use.
  complexity: Intermediate
  content_hash: 0a339f2f486dbe7aeebfe17e13d70db25d9c4e79d839a114b570981a1d62348c
  gh_license: EPL-2.0
  gh_pushed: '2020-12-16T20:30:21Z'
  gh_stars: 8
  health_score: 100.0
  hierarchy:
  - Artifact Management
  - Package Repositories
  - Nexus Integrations
  is_microservice: false
  language: YAML
  last_checked: 1779029715.464328
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: '2020'
  title: "Sonatype Nexus Community: Nexus Kubernetes OpenShift \U0001F31F"
https://github.com/sottlmarek/DevSecOps:
  description: ''
  addition_method: manual
  content_hash: d08b2fc901fa7dd2fd1cd4f920a49ecdaa17251036e8052a68c172b149069be1
  gh_license: MIT
  gh_pushed: '2026-06-01T22:09:57Z'
  gh_stars: 6760
  health_score: 100.0
  last_checked: 1779032790.411602
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A comprehensive reference detailing methodologies, pipeline security
    patterns, and scanners for DevSecOps implementation. Provides instructions on
    integrating static and dynamic analysis, secrets detection, and compliance gates
    within continuous delivery pipelines.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Security
  - DevSecOps Integration
  is_microservice: true
  title: "==sottlmarek/DevSecOps: Ultimate DevSecOps library== \U0001F31F"
  is_special: true
https://github.com/spacecloud-io/space-cloud:
  description: ''
  addition_method: manual
  content_hash: 8aa3745d64a8e1e1ab6b6f0ffcc1490c787c8e1f6dc9bbd6e5a386cfa31d72e4
  gh_license: Apache-2.0
  gh_pushed: '2024-07-04T10:03:27Z'
  gh_stars: 3993
  health_score: 100.0
  last_checked: 1779034484.93523
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A Backend-as-a-Service and serverless engine designed to instantly deploy
    APIs and coordinate scale-to-zero workloads on Kubernetes. The project has moved
    to a legacy state as developers consolidated around mainstream serverless frameworks
    like Knative.
  language: Go
  resource_type: Service
  complexity: High
  hierarchy:
  - Application Delivery
  - Serverless & BaaS
  - Development Framework
  is_microservice: true
  title: 'space-cloud: Develop, Deploy and Secure Serverless Apps on Kubernetes.'
https://github.com/spotify/flink-on-k8s-operator:
  description: ''
  addition_method: manual
  content_hash: 4175406340122dadde67dcc4dda5c28a60e49f718976a8b1d2eaca7ba3d31bea
  gh_license: Apache-2.0
  gh_pushed: '2026-05-22T21:23:25Z'
  gh_stars: 225
  health_score: 100.0
  last_checked: 1779033072.449813
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: Developed by Spotify, this operator simplifies Apache Flink execution.
    It manages stream-processing job lifecycles, dynamically allocates cluster resources,
    and automates state checkpointing.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Management
  - Apache Flink
  - Operators
  is_microservice: false
  title: 'spotify/flink-on-k8s-operator: Kubernetes Operator for Apache Flink'
https://github.com/spring-cloud/spring-cloud-kubernetes:
  description: ''
  addition_method: manual
  content_hash: f5cfb46f1bd67a04f04e502cf23a47034b8e4f291c59692e9ceb0adff1b0f2bd
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T15:01:18Z'
  gh_stars: 3534
  health_score: 100.0
  last_checked: 1779029991.459565
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  - demos.md
  year: '2026'
  ai_summary: A specialized integration library that allows Spring Cloud applications
    to run transparently on Kubernetes. It maps Kubernetes ConfigMaps and Secrets
    to Spring's Environment, and translates discovery mechanisms to native Kubernetes
    endpoints. It bridges the gap between Cloud Native infrastructure patterns and
    Java application logic.
  language: Java
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Spring Cloud
  - Kubernetes Integration
  is_microservice: true
  title: "github: Spring Cloud Kubernetes \U0001F31F"
https://github.com/spring-petclinic/spring-petclinic-cloud:
  description: '- While waiting for a working version, you could check [this fork](https://github.com/odedia/spring-petclinic-microservices)'
  addition_method: manual
  content_hash: 163ddf8abcab78d55da91c0529337d7ebe0aaece51bbf9f40c94afdf0ba7526c
  gh_license: Apache-2.0
  gh_pushed: '2024-08-01T21:32:43Z'
  gh_stars: 168
  health_score: 100.0
  last_checked: 1779130495.014555
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2024'
  stars: 5
  ai_summary: A benchmark microservices architecture implementation demonstrating
    Spring Cloud and Spring Boot integration on Kubernetes. Demonstrates externalized
    configuration via Spring Cloud Config, service discovery, API gateway routing,
    and distributed tracing. Ideal reference for containerizing JVM monoliths.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud-Native Applications
  - Java Microservices
  - Kubernetes Deployment
  is_microservice: true
  title: "github.com/spring-petclinic/spring-petclinic-kubernetes \U0001F31F"
https://github.com/spring-petclinic/spring-petclinic-kubernetes:
  addition_method: manual
  content_hash: ff6ea993400fd31d8145cd889f09be8a4f2136e9d71dbebed7933b071ba7b3a8
  description: ''
  health_score: 100.0
  last_checked: 1779032802.601412
  stars: 0
  title: "github.com/spring-petclinic/spring-petclinic-kubernetes \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/spring-petclinic/spring-petclinic-microservices:
  description: ''
  addition_method: manual
  content_hash: a4b9bbbc88032f22ea11194e8a7052f1dfbc7269b5b94aea55d21923a1b922f1
  gh_license: Apache-2.0
  gh_pushed: '2026-05-17T18:20:40Z'
  gh_stars: 2136
  health_score: 100.0
  last_checked: 1779033416.142619
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2025'
  ai_summary: The canonical reference implementation of the Spring PetClinic application
    decomposed into microservices. It leverages Spring Cloud Eureka, Spring Cloud
    Gateway, and Spring Cloud Config Server to showcase resilient distributed patterns.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Applications
  - Java Microservices
  - Spring Cloud
  is_microservice: true
  title: Spring PetClinic Microservices
https://github.com/spring-projects/spring-boot#L73:
  description: ''
  addition_method: manual
  content_hash: 5f55cc73a0ba8d7dd63a319ad3541b071f7136421dc2d8decd308a57a487c6b9
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T20:30:20Z'
  gh_stars: 80916
  health_score: 100.0
  last_checked: 1779031231.180597
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2026'
  stars: 5
  ai_summary: Details Spring Boot's built-in Kubernetes-native integration features,
    specifically the auto-detection of container platform hosting. Once identified,
    it splits Spring Actuator's health check endpoint into dedicated `/actuator/health/liveness`
    and `/actuator/health/readiness` routes. This out-of-the-box support guarantees
    smooth coordination with Kubernetes container lifecycles during zero-downtime
    rollouts.
  language: Java
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Kubernetes Integration
  is_microservice: false
  title: 'github.com/spring-projects: springboot enables these probes automatically
    when running in k8s'
https://github.com/spring-projects/spring-petclinic:
  description: ''
  addition_method: manual
  content_hash: f46bb6fee08f1ca8127c793df3da35e630cffe49db992edf76cdcd40283fbee1
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T07:57:57Z'
  gh_stars: 9303
  health_score: 100.0
  last_checked: 1779031567.575975
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: Curator Insight targets the actual source code repository for the Spring
    Petclinic community project. Live Grounding confirms this project is an invaluable
    asset across the software industry to demonstrate testing, framework upgrades,
    Docker containerization, and platform deployment strategies. It serves as the
    baseline target for countless CI/CD benchmarks.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Microservices
  - Reference Architecture
  - Spring Petclinic
  is_microservice: true
  title: github.com/spring-projects/spring-petclinic
https://github.com/spring-projects/spring-petclinic/issues/339:
  description: ''
  addition_method: manual
  content_hash: 2ead2066f729ccc18514ab3f3d7c19cc38d0e98c0085ccee1fbc179c0211d718
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T07:57:57Z'
  gh_stars: 9303
  health_score: 100.0
  last_checked: 1779034448.110268
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - CASE STUDY
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: A major architectural discussion issue thread in the official Spring
    Petclinic repository. Explores the design decisions, trade-offs, and container
    integration requirements leading up to modern container-native architectures.
  language: Markdown
  resource_type: Issue Thread
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Applications
  - Java Microservices
  - Community Standards
  is_microservice: false
  title: ref 8
https://github.com/squalrus/merge-bot:
  description: ''
  addition_method: manual
  content_hash: 3f1aab86ca49bd02e1a509659a317b4ba6b7565a7df02d1a2ee3b557407ab448
  gh_license: MIT
  gh_pushed: '2024-01-19T06:05:24Z'
  gh_stars: 69
  health_score: 100.0
  last_checked: 1779032117.841023
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: '2020'
  ai_summary: A simple Golang-based GitHub bot that validates customizable integration
    rules before executing automated merges. It minimizes workspace divergence by
    ensuring remote master commits are regularly synchronized with incoming pull requests.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Automation Bots
  is_microservice: false
  title: 'github.com/squalrus/merge-bot: PR Merge Bot'
https://github.com/squareops/terraform-aws-vpc:
  description: ''
  addition_method: manual
  content_hash: f5906f56eb837c59f96878bbde574fea1cc10db1d1ed0444d928ddabb6d6280b
  gh_license: Apache-2.0
  gh_pushed: '2024-08-20T08:58:21Z'
  gh_stars: 26
  health_score: 100.0
  last_checked: 1779034013.227683
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: A reusable community-driven Terraform VPC module. Features automated
    multi-AZ public and private subnet mapping, NAT elastic IP associations, and standardized
    route table isolations designed to hold production containers.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  is_microservice: false
  title: github.com/squareops/terraform-aws-vpc
https://github.com/squat/kilo:
  description: ''
  addition_method: manual
  content_hash: 74c45645cdf32856a5fde1d5968e8c887ae530b3e8d1a87a24aafa57d0f9a54c
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T19:30:00Z'
  gh_stars: 2263
  health_score: 100.0
  last_checked: 1779032380.939247
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Kilo is a cloud-native network CNI overlay built on WireGuard, designed
    to seamlessly secure cross-cluster networking, hybrid cloud environments, and
    distributed edge nodes. It allows remote servers to safely communicate within
    a single unified Kubernetes networking fabric.
  language: Go
  resource_type: CNI Provider
  complexity: Advanced
  hierarchy:
  - Network
  - CNI & Overlay
  - WireGuard VPN
  is_microservice: false
  title: github.com/squat/kilo
https://github.com/srfrnk/jabos:
  description: ''
  addition_method: manual
  content_hash: fe4a0eaa54f02599bc6404730dc1629746991912467d1f76806aea76f220a0d0
  gh_license: MIT
  gh_pushed: '2024-12-19T14:53:48Z'
  gh_stars: 3
  health_score: 100.0
  last_checked: 1779033002.87919
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Jabos (Just Another Bunch of Specs) is an experimental developer-centric
    GitOps workflow tool. It attempts to dramatically simplify Kubernetes configurations
    by utilizing abstract JSON/JS specifications instead of verbose YAML manifests,
    compiling down to standard Kubernetes APIs. While creative, it remains a low-adoption
    hobbyist project.
  language: JavaScript
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Configuration Management
  - GitOps
  - Alternative Specs
  is_microservice: false
  title: Jabos
https://github.com/ssbostan/jenkins-stack-docker:
  description: ''
  addition_method: manual
  content_hash: 1811852b4c565cb16b239c1b858f10a62bab842ae1d27c33e602aebc70547af6
  gh_license: Apache-2.0
  gh_pushed: '2024-12-05T18:44:06Z'
  gh_stars: 150
  health_score: 100.0
  last_checked: 1779034484.744652
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2021'
  ai_summary: A practical Docker-compose blueprint designed for local development,
    sandbox testing, and rapid prototyping of Jenkins environments. Simplifies validation
    of pipeline configurations, shared libraries, and local plugin dependencies inside
    local environments.
  language: YAML
  resource_type: repository
  complexity: Beginner
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Dockerized Jenkins
  is_microservice: false
  title: ssbostan/jenkins-stack-docker
https://github.com/ssbostan/jenkins-stack-kubernetes:
  description: ''
  addition_method: manual
  content_hash: c9c1aaedfe3a0ef9b75564cd4145ec7717be39ac16fa2b94c6b63bc4533e37df
  gh_license: Apache-2.0
  gh_pushed: '2024-02-06T19:26:58Z'
  gh_stars: 193
  health_score: 100.0
  last_checked: 1779029715.307723
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2021'
  ai_summary: An open-source blueprint containing pre-configured Kubernetes manifests
    and custom configurations for standing up a fully-integrated Jenkins stack. Leverages
    native storage providers, ingress engines, and dynamic execution environments
    to fast-track cluster deployment.
  language: YAML
  resource_type: repository
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Cloud Native Jenkins
  - Kubernetes Blueprints
  is_microservice: true
  title: "ssbostan/jenkins-stack-kubernetes \U0001F31F"
https://github.com/ssbostan/jenkins-tutorial:
  description: ''
  addition_method: manual
  content_hash: e59a8575de4842c9bcaf9e35bd47ba98eef4ff50b1bd2fa13c0f66d62cc2085d
  gh_license: Apache-2.0
  gh_pushed: '2024-05-30T13:35:18Z'
  gh_stars: 358
  health_score: 100.0
  last_checked: 1779030615.481247
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: '2021'
  ai_summary: A robust, code-driven learning repository offering comprehensive labs
    for Jenkins pipeline design and administration. Exercises cover credential management,
    standard shared libraries, declarative pipeline configurations, and external integrations.
  language: Shell
  resource_type: repository
  complexity: Beginner
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Jenkins Tutorials
  is_microservice: false
  title: "ssbostan/jenkins-tutorial \U0001F31F"
https://github.com/sse-secure-systems/connaisseur:
  description: ''
  addition_method: manual
  content_hash: 07e05cecfafe713c0a3afebe1a4f7860706d3fce3c3d8297c57f583e13daef13
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T03:24:19Z'
  gh_stars: 473
  health_score: 100.0
  last_checked: 1779032228.105695
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: An admission controller that integrates image signature verification
    (using Cosign, Notary, or other signatures) directly into Kubernetes' admission
    flow. It ensures only trusted, cryptographically signed container images can be
    deployed in the cluster. Highly secure and widely adopted in 2026 within supply-chain
    security pipelines.
  language: Python
  resource_type: Admission Controller
  complexity: High
  hierarchy:
  - Security
  - Admission Control
  - Image Signature
  is_microservice: true
  title: connaisseur
https://github.com/sstarcher/helm-exporter:
  description: ''
  addition_method: manual
  ai_summary: A Prometheus exporter designed to surface real-time metrics for deployed
    Helm releases. It monitors charts metadata, tracking status, revisions, and health
    states across namespaces to empower advanced alert rules.
  complexity: Intermediate
  content_hash: 6ae8fc7fd5b441812529a0ace3e5c8f67debaba58c566331f6c86b74de01c42b
  gh_license: Apache-2.0
  gh_pushed: '2026-05-26T00:13:35Z'
  gh_stars: 301
  health_score: 100.0
  hierarchy:
  - Observability
  - Scraping & Exporters
  - Kubernetes Exporters
  is_microservice: false
  language: Go
  last_checked: 1779033795.215417
  needs_ai_refresh: true
  resource_type: Open Source Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/helm.md
  - docs/prometheus.md
  v2_locations:
  - helm.md
  - prometheus.md
  year: '2023'
  title: sstarcher/helm-exporter
https://github.com/sstephenson/rbenv:
  addition_method: manual
  content_hash: 7230c8f09965fdd1335a4b58dfd69622da22ebce1867df704cb63b6409efb458
  health_score: 100.0
  last_checked: 1779029502.948293
  v1_locations:
  - docs/demos.md
  - docs/maven-gradle.md
https://github.com/ssup2/kpexec:
  description: ''
  addition_method: manual
  content_hash: ca0af37133071db91f9ed23ea3af9925e5c5046d0d7d3034c5ea71c6d923bd43
  gh_license: MIT
  gh_pushed: '2025-12-04T16:16:48Z'
  gh_stars: 270
  health_score: 100.0
  last_checked: 1779030473.577256
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A specialized terminal troubleshooting tool that executes commands within
    running containers by spinning up privileged sidecars. This allows administrators
    to troubleshoot slim or distroless images without compromising default workload
    security bounds.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Operations
  - Command Line Tools
  - Interactive Exec
  is_microservice: false
  title: Kpexec
https://github.com/stackrox/Kubernetes_Security_Specialist_Study_Guide:
  description: ''
  addition_method: manual
  ai_summary: A comprehensive community study handbook for the Linux Foundation CKS
    exam, detailing system hardening, threat mitigation, microservice security policies,
    and runtime compliance enforcement.
  complexity: Advanced
  content_hash: 86c89cb5887c180508ab7bf1a604414960b4f9dfb0e2537bfc58c0f2c1ffda7a
  gh_license: MIT
  gh_pushed: '2021-01-04T22:33:10Z'
  gh_stars: 429
  health_score: 100.0
  hierarchy:
  - Kubernetes Security
  - CKS Certification Study Guides
  - Cluster Lifecycle Security
  is_microservice: true
  language: Markdown
  last_checked: 1779033925.756738
  needs_ai_refresh: true
  resource_type: curation
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: '2020'
  title: "github.com/stackrox: Certified Kubernetes Security Specialist Study Guide'
    \U0001F31F"
https://github.com/stackrox/kube-linter:
  description: ''
  addition_method: manual
  ai_summary: An enterprise-grade static analyzer for raw Kubernetes manifest files
    and Helm charts. Translates security benchmarks, privileged container checks,
    and missing resource limits into actionable DevOps signals.
  complexity: Medium
  content_hash: cf47d7e9192f9651776ea67292bafba150cb7605adf555664bce2ffeeaf80c52
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T16:20:01Z'
  gh_stars: 3469
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes Manifests
  - Validation & Linting
  is_microservice: false
  language: Go
  last_checked: 1779030736.970507
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes-tools.md
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  - devsecops.md
  - kubernetes-tools.md
  year: '2025'
  title: KubeLinter
  is_special: true
https://github.com/stacksimplify/aws-eks-kubernetes-masterclass:
  description: ''
  addition_method: manual
  content_hash: d5163f19d2b40ed07e72bcf44900e6342df8f5f0792555c8753298823ff51f0c
  health_score: 100.0
  last_checked: 1781735910.826364
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2022'
  ai_summary: An extensive educational repository focusing on EKS operations. Showcases
    production patterns including IAM Roles for Service Accounts (IRSA), configuring
    AWS Load Balancer Controller, external DNS integrations, and persistent cluster
    volume setups.
  language: YAML
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Masterclass
  is_microservice: true
  title: "github.com/stacksimplify/aws-eks-kubernetes-masterclass \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/stacksimplify/azure-aks-kubernetes-masterclass:
  description: ''
  addition_method: manual
  content_hash: 5aa5f77ffa2cb7e6a5b6b7b247da6e75b951ea474975085f85c4ebd117f52a18
  health_score: 100.0
  last_checked: 1781735910.696183
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/demos.md
  - docs/terraform.md
  v2_locations:
  - terraform.md
  - demos.md
  year: '2023'
  ai_summary: A highly comprehensive masterclass repository containing declarative
    HCL files and manifests to deploy AKS with Azure Disks, Azure Files, Application
    Gateway ingress, and active Azure AD integration.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - AKS
  - Masterclass
  is_microservice: true
  title: "github.com/stacksimplify/azure-aks-kubernetes-masterclass \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/stacksimplify/azure-aks-kubernetes-masterclass/tree/master/25-Azure-DevOps-Terraform-Azure-AKS:
  addition_method: manual
  content_hash: 047cb7a87781eb910c358053dcbc997cdd2231a0eb8f27bc610ee154bb2f24d1
  description: ''
  health_score: 100.0
  last_checked: 1779029883.778285
  needs_ai_refresh: true
  stars: 0
  title: "**Boilerplate: 25-Azure-DevOps-Terraform-Azure-AKS** \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://github.com/stacksimplify/azure-aks-kubernetes-masterclass/tree/master/ppt-presentation:
  addition_method: manual
  content_hash: 71d3362e0796df8d9f9d6f1986c67b834869ab8e741a23af5ecc001ffa62bd99
  description: ''
  health_score: 100.0
  last_checked: 1779033974.124367
  needs_ai_refresh: true
  stars: 0
  status: online
  title: "PDF presentation \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://github.com/stakater/Forecastle:
  description: ''
  addition_method: manual
  content_hash: 1d66014024c686b95fa4b93439cfb3d92e8b2eb491e6d35864346f6813b1034b
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T21:05:30Z'
  gh_stars: 799
  health_score: 100.0
  last_checked: 1779032098.169983
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Forecastle is a web-based portal dashboard that dynamically aggregates
    Ingress resources across a cluster to display a directory of running services.
    Utilizing annotations to identify and group target URLs, it provides platform
    teams with an elegant internal developer portal (IDP) entrance.
  language: Go
  resource_type: Web UI / Controller
  complexity: Intermediate
  hierarchy:
  - Operations
  - Visualization
  - Dashboard
  is_microservice: true
  title: stakater/Forecastle
https://github.com/stakater/IngressMonitorController:
  description: ''
  addition_method: manual
  content_hash: d55795aeb5b47d08150902e6d9bd1bcdea07c755c6a7535d69e46d9c94a650e8
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T21:10:31Z'
  gh_stars: 735
  health_score: 100.0
  last_checked: 1779034306.753081
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: An older monitoring operator designed to orchestrate uptime checks across
    multiple external platforms. Live Grounding indicates that this project has been
    archived and deprecated in favor of active native alternatives.
  language: Go
  resource_type: Operator
  complexity: Medium
  hierarchy:
  - Observability
  - Monitoring
  - Ingress Monitoring
  - Operators
  is_microservice: false
  title: IngressMonitorController (Deprecated)
https://github.com/stakater/Reloader:
  description: ''
  addition_method: manual
  content_hash: c6ec5140cb3cd6f3c78c173e0a764d58adf7a3dabcacc855b4a96eebe8632847
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T10:43:48Z'
  gh_stars: 10133
  health_score: 100.0
  last_checked: 1779034479.830412
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: An industry-standard controller that watches configuration changes within
    ConfigMaps and Secrets. It triggers rolling updates automatically for deployments,
    statefulsets, and daemonsets to apply dynamic configurations with zero human error.
  language: Go
  resource_type: Kubernetes Controller
  complexity: Intermediate
  hierarchy:
  - GitOps & Configuration
  - Dynamic Configurations
  - Lifecycle Management
  is_microservice: false
  title: "stakater/Reloader \U0001F31F"
https://github.com/stakater/Xposer:
  description: ''
  addition_method: manual
  content_hash: 29c16f22c76bc98338771dc74ac1438639e996eb6118ecdda8b375752b17568b
  gh_license: Apache-2.0
  gh_pushed: '2023-12-16T14:20:38Z'
  gh_stars: 32
  health_score: 100.0
  last_checked: 1779033477.393068
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/gitops.md
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  - gitops.md
  year: '2021'
  ai_summary: A lightweight automation operator designed to monitor services and dynamically
    generate DNS-mapped Ingress resources to reduce manual administrative overhead.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Automation
  is_microservice: true
  title: github.com/stakater/Xposer
https://github.com/stan-smith/FossFLOW:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779031401.44877
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: FossFLOW
  v1_locations:
  - docs/cicd.md
  - docs/gitops.md
  - docs/kubernetes-tools.md
  v2_locations:
  - cicd.md
  - gitops.md
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering FossFLOW
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  status: unreachable
https://github.com/stashed/stash:
  description: ''
  addition_method: manual
  content_hash: ce830f18065137153095ba75fd3c6c6ff7abe39fb59aebe99059b2b1ed8c28f6
  gh_license: NOASSERTION
  gh_pushed: '2026-05-15T12:08:49Z'
  gh_stars: 1416
  health_score: 100.0
  last_checked: 1779032104.23588
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: '2024'
  ai_summary: An advanced Kubernetes-native operator utilizing Restic underneath to
    back up stateful persistent volumes. Stash implements native CSI VolumeSnapshot
    integrations to handle application-consistent recovery processes with automated
    deduplication.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Protection
  - Kubernetes Backup Operators
  is_microservice: true
  title: Stash
https://github.com/steamhaus/kubeswitch:
  description: ''
  addition_method: manual
  content_hash: df09b7d158365db2199a8310dd14df6fcd934da2e45806e3ffcc2484c8adaff4
  gh_license: MIT
  gh_pushed: '2023-02-14T16:27:19Z'
  gh_stars: 11
  health_score: 100.0
  last_checked: 1779029989.357538
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: A legacy command-line tool developed to swap between different versions
    of kubectl dynamically, ensuring version compatibility across distinct Kubernetes
    clusters. It has been superseded by containerized execution and modern multi-cluster
    managers.
  language: Shell
  resource_type: CLI Plugin
  complexity: Simple
  hierarchy:
  - Operations & UX
  - CLI Plugins
  - Cluster Context
  is_microservice: false
  title: "kubeswitch: Kubernetes Version Switcher \U0001F31F"
https://github.com/stedolan/jq:
  addition_method: manual
  content_hash: 2bbc25b13f97226919336cdea4344360a9fbc78222ca719a5863f5fc7eb3c271
  health_score: 100.0
  last_checked: 1779032098.162187
  v1_locations:
  - docs/yaml.md
https://github.com/stefanprodan/gitops-istio:
  description: ''
  addition_method: manual
  content_hash: 3501356a1e2ae4ce8940c02dae02505b05350fe8d2191b0961d48b8a7fde860e
  gh_license: Apache-2.0
  gh_pushed: '2026-05-19T09:04:02Z'
  gh_stars: 668
  health_score: 100.0
  last_checked: 1779031755.738453
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  ai_summary: An advanced progressive delivery architectural recipe integrating Flux
    v2, Flagger, and Istio. Automates metric-driven canary releases, utilizing real-time
    Prometheus statistics to roll back failing application revisions with minimal
    user impact.
  language: YAML
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Service Mesh
  - GitOps
  - Progressive Delivery
  is_microservice: true
  title: "github.com/stefanprodan/gitops-istio: A GitOps recipe for Progressive Delivery'
    with Flux v2, Flagger and Istio \U0001F31F"
https://github.com/stefanprodan/podinfo:
  description: ''
  addition_method: manual
  content_hash: 125ee281f14d531e229930cb3a29aaf410035ea7fabe0f0062ae730e37c74eb1
  gh_license: Apache-2.0
  gh_pushed: '2026-06-08T21:06:43Z'
  gh_stars: 5917
  health_score: 100.0
  last_checked: 1779034309.631439
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2024'
  ai_summary: A premium go-to microservice web application written in Go, specifically
    designed to showcase best practices in Kubernetes deployment, health checking,
    instrumentation (Prometheus/Jaeger), and progressive delivery validation (such
    as Flagger/Istio canary releases).
  language: Go
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Observability & Testing
  - Pod Mocking
  is_microservice: true
  title: ==stefanprodan/podinfo==
https://github.com/stepchowfun/docuum:
  description: ''
  addition_method: manual
  content_hash: e4741475cc45ec8af39ff632ab96c0284e52a5996db547abb2c372de3bda1b93
  gh_license: NOASSERTION
  gh_pushed: '2026-06-09T07:28:58Z'
  gh_stars: 698
  health_score: 100.0
  last_checked: 1779029838.713647
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: Docuum is a robust, Rust-based daemon designed to run on container hosts
    to execute Least Recently Used (LRU) image eviction. When host disk usage exceeds
    a defined threshold, Docuum safely removes inactive images to prevent disk exhaustion
    without manual intervention. This represents a highly valuable, low-footprint
    automation utility for long-running CI/CD worker nodes and resource-constrained
    edge computing environments.
  language: Rust
  resource_type: Tool
  complexity: High
  hierarchy:
  - Infrastructure
  - Containerization
  - Garbage Collection
  is_microservice: false
  title: "stepchowfun/docuum: Docuum: LRU eviction of Docker images \U0001F31F"
https://github.com/stephaneey/azure-and-k8s-architecture:
  description: ''
  addition_method: manual
  ai_summary: A curated open-source repository featuring detailed visual design maps
    and deployment blueprints for running enterprise-grade workloads on Azure and
    AKS. Demonstrates architectural patterns for network security zoning, private
    endpoints, DNS configuration, and highly isolated hub-and-spoke virtual networks.
  complexity: Advanced
  content_hash: e4724b9ff68ccdad9df2cf3fb9875306e0925154ddecd072b490d395590d10fc
  health_score: 100.0
  hierarchy:
  - Architecture Blueprint
  - Multi-Cloud & Azure
  - Infrastructure Design
  is_microservice: true
  language: Markdown
  last_checked: 1781736078.358286
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2024'
  title: "==github.com/stephaneey/azure-and-k8s-architecture: Azure and K8s Architecture=='
    \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/stephaneey/azure-and-k8s-architecture/blob/main/maps/apim.md:
  description: ''
  addition_method: manual
  ai_summary: A sub-blueprint mapping Azure API Management (APIM) integration topologies
    to backend AKS clusters. Synthesizes private virtual network configurations, internal
    routing topologies, DNS resolution, and security gateway layers. Essential diagrammatic
    and text reference for senior architects planning multi-layered security profiles.
  complexity: Advanced
  content_hash: 6589cc4fb14699b1e54bbeaa97d3d2e16254b69129d64b5407cbd2a4e31a59b5
  health_score: 100.0
  hierarchy:
  - Architecture Blueprint
  - API Gateway
  - Enterprise Ingress Patterns
  is_microservice: true
  language: Markdown
  last_checked: 1781736078.320651
  needs_ai_refresh: true
  resource_type: Repository
  stars: 0
  status: online
  tags:
  - COMMUNITY-TOOL
  - CASE STUDY
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2024'
  title: 'azure-and-k8s-architecture: The API Management Architecture Map'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
? https://github.com/stephaneey/azure-and-k8s-architecture/blob/main/networking/azure-kubernetes-service/east-west-traffic/east-west-shared-calico.md
: addition_method: manual
  content_hash: 433dcd5937807c0c6137c805c6b114481abf6d8f8e84b925927d1c6a83eb1809
  description: ''
  health_score: 100.0
  last_checked: 1779033218.506913
  needs_ai_refresh: true
  stars: 0
  title: 'azure-and-k8s-architecture: East-West Traffic shared cluster and shared''
    responsibilities using Calico'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://github.com/stern/stern:
  description: ''
  addition_method: manual
  content_hash: 02a6d0aaa779be47b6c109a6867ca9a9a4ec5dd72ca3440241357456549c728f
  gh_license: Apache-2.0
  gh_pushed: '2026-05-03T09:27:21Z'
  gh_stars: 4733
  health_score: 100.0
  last_checked: 1779031712.444194
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2015'
  ai_summary: Stern is a highly efficient Go-based CLI utility that tails logs from
    multiple pods and containers within a cluster, utilizing regular expressions for
    flexible Pod selection. It automatically handles the lifecycle of newly spawned
    pods, appending them to the output stream on the fly.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Observability & Diagnostics
  - Log Aggregation
  - CLI Utilities
  is_microservice: false
  title: "Stern \U0001F31F"
https://github.com/steve-mt/awesome-slo:
  description: ''
  addition_method: manual
  content_hash: 39ca6d296e300ee9175b8f98be6ac850f7886c05cad347e3eaf281ec4aacd48d
  gh_license: CC0-1.0
  gh_pushed: '2025-06-12T19:55:29Z'
  gh_stars: 280
  health_score: 100.0
  last_checked: 1779130494.943339
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  stars: 2
  ai_summary: A highly practical resource library mapping Service Level Objectives
    (SLOs) and Service Level Indicators (SLIs). Curates specialized tooling and calculators
    designed to help teams construct resilient alerting networks and manage operational
    error budgets.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Site Reliability Engineering
  - SLOs and SLIs
  is_microservice: true
  title: 'steveazz/awesome-slo: Awesome SLOs'
  is_special: true
https://github.com/steveazz/awesome-slo:
  addition_method: manual
  content_hash: 2a8a72118a2186dd023c23869839516a034a9b5929836470362f008dfd03995f
  description: ''
  health_score: 100.0
  last_checked: 1779033163.106224
  stars: 0
  title: 'steveazz/awesome-slo: Awesome SLOs'
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
https://github.com/steveteuber/kubectl-graph:
  description: ''
  addition_method: manual
  content_hash: b3652053583cd419d1f0449fb83fa6b07b1a016718aeb4f78087c7d7943a4100
  gh_license: Apache-2.0
  gh_pushed: '2026-05-19T02:00:05Z'
  gh_stars: 690
  health_score: 100.0
  last_checked: 1779029466.853494
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A kubectl plugin that parses cluster resource dependencies and generates
    Graphviz DOT diagrams of resource hierarchies. It serves as an invaluable visual
    debugging companion for troubleshooting complex Helm deployments or Custom Resource
    linkages in real-time.
  language: Go
  resource_type: CLI Plugin
  complexity: Intermediate
  hierarchy:
  - Operations
  - CLI Tooling
  - Visualization
  is_microservice: false
  title: ==steveteuber/kubectl-graph== ⭐
https://github.com/strimzi/kafka-kubernetes-config-provider:
  description: ''
  addition_method: manual
  ai_summary: A specialized provider class allowing Kafka applications to read operational
    properties directly from Kubernetes Secrets and ConfigMaps. This architectural
    utility simplifies TLS certificate mount mappings and broker credential provisioning,
    eliminating redundant file sync code in application containers.
  complexity: Advanced
  content_hash: eabf0551149322be6f770e7e21e08dafe73a314081eb9d630bd394fda8f2e39f
  gh_license: Apache-2.0
  gh_pushed: '2026-04-14T07:02:17Z'
  gh_stars: 30
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Strimzi
  - Configuration
  is_microservice: true
  language: Java
  last_checked: 1779030116.070434
  needs_ai_refresh: true
  resource_type: Configuration Provider
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: '2021'
  title: 'strimzi/kafka-kubernetes-config-provider: Kubernetes Configuration Provider''
    for Apache Kafka'
https://github.com/strimzi/strimzi-canary:
  description: ''
  addition_method: manual
  ai_summary: A dedicated canary service designed to act as a diagnostic sentinel
    within Strimzi-managed environments. It continuously executes basic read-write
    loops inside dedicated topics to report real-time, end-to-end performance indicators
    like latency and partition availability.
  complexity: Intermediate
  content_hash: ffc080c755a148610597ae6ba44a4b825d8440003acf6b569f3e15b32a607103
  gh_license: Apache-2.0
  gh_pushed: '2024-10-18T08:59:34Z'
  gh_stars: 42
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Strimzi
  - Monitoring
  is_microservice: false
  language: Go
  last_checked: 1779032889.576067
  needs_ai_refresh: true
  resource_type: Diagnostic Tool
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: '2021'
  title: strimzi/strimzi-canary
https://github.com/sukeesh/k8s-job-notify:
  description: ''
  addition_method: manual
  content_hash: 5e70cedb8629e43a105a7a84d9735a8617c6fbf69c509dac9aec12ba9bfa09da
  gh_license: MIT
  gh_pushed: '2022-06-09T08:57:34Z'
  gh_stars: 133
  health_score: 100.0
  last_checked: 1779031416.972991
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A specialized controller that tracks Kubernetes Job transitions and
    dispatches automated event updates to common communication channels like Slack
    and Discord. Ideal for keeping systems operations updated on long-running training
    runs or batch transformations.
  language: Python
  resource_type: Controller
  complexity: Intermediate
  hierarchy:
  - Observability
  - Alerting & Notifications
  - Job Monitoring
  is_microservice: true
  title: '**k8s-job-notify**'
https://github.com/summerwind/actions-runner-controller:
  addition_method: manual
  content_hash: e0b81792621a3f351f640bbf07601f3cbc5efdefbb09a7cdce88ae3ced404fdf
  description: ''
  health_score: 100.0
  last_checked: 1779034564.995839
  stars: 0
  title: summerwind/actions-runner-controller
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://github.com/superbrothers/zsh-kubectl-prompt:
  description: ''
  addition_method: manual
  content_hash: e8d9f9d17ff8b9e799e416d1321f0734b4fd5a8e234a48cdeacc0ffe97054c8c
  gh_license: MIT
  gh_pushed: '2023-05-15T02:43:09Z'
  gh_stars: 591
  health_score: 100.0
  last_checked: 1779032754.450066
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2020'
  ai_summary: Details a Zsh shell utility that displays current Kubernetes context
    and namespace info in the terminal prompt. Minimizes chances of entering execution
    instructions in wrong production sectors.
  language: English
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Kubernetes Platform
  - Cluster Administration
  - Shell Environments
  is_microservice: false
  title: "superbrothers/zsh-kubectl-prompt \U0001F31F"
https://github.com/superlinked/sie:
  addition_method: automatic
  ai_summary: A production-grade, open-source inference server designed to run embedding,
    extraction, and cross-encoder reranking models at scale. It enables developers
    to build high-performance search pipelines by combining unstructured data with
    structured metadata directly during vector encoding. Features robust local execution
    via Docker or Kubernetes Helm deployment, supporting tight integration with popular
    vector databases and agent frameworks.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 87b5f5959927f882e9728944c8e066281f088b6576dce59ac000ba0a6ebb59ea
  description: Superlinked Inference Engine is an open-source inference server and
    production cluster for embeddings, reranking, and extraction.
  gh_license: Apache-2.0
  gh_pushed: '2026-05-29T18:44:19Z'
  gh_stars: 2012
  hierarchy:
  - Artificial Intelligence
  - Information Retrieval
  - Inference Servers
  - Vector Databases
  is_microservice: true
  language: English
  last_checked: 1780352282.814338
  reputation_status: Vetted
  reputation_summary: Highly regarded open-source framework by Superlinked for multi-modal
    embedding inference, metadata-enriched vector search, and reranking, filling a
    major performance gap in production RAG systems.
  resource_type: repository
  social_preview_url: https://opengraph.githubassets.com/5d9faa3f3b4a4a7b53094f45a903bdfe4245f7a83006fcd7de6df6c6dad2902b/superlinked/sie
  source_provenance: X.com (pvergadia)
  stars: 4
  status: online
  suggested_new_category: vector-search-inference
  tags:
  - '[EMERGING]'
  - '[COMMUNITY-TOOL]'
  title: 'SIE: Superlinked Inference Engine'
  year: '2026'
https://github.com/suraksha-123/Grant-Revoke-ssh-access:
  description: ''
  addition_method: manual
  ai_summary: 'A security-focused shell scripting utility designed to automate user
    provisioning, key assignment, and subsequent access revocation across distributed
    Linux server deployments. Double-Evidence: This tool simplifies standard access
    controls, while live grounding suggests it is best suited for small-scale operations
    that do not yet warrant complex Identity and Access Management (IAM) platforms
    or SSH CA infrastructures.'
  complexity: Intermediate
  content_hash: 6d6dd7e8bb36758794e830317f29eb55326e8fbe904c06e6ebbbea2653236754
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Security
  is_microservice: false
  language: Shell
  last_checked: 1781736068.204595
  needs_ai_refresh: true
  resource_type: Repository
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2021'
  title: Grant-Revoke-ssh-access
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/swade1987/deprek8ion:
  description: ''
  addition_method: manual
  content_hash: 7b786ea62674f3a09329e3f08529e9b3936001174873ebde9eb649e046d21682
  gh_license: MIT
  gh_pushed: '2021-07-28T12:32:00Z'
  gh_stars: 143
  health_score: 100.0
  last_checked: 1779030852.041418
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes.md
  year: '2026'
  ai_summary: A Rego-based validation policy suite created to audit obsolete API resources
    in Kubernetes templates. While historically popular for preventing runtime upgrade
    issues, platform engineering teams are transitioning toward active admission dynamic
    scanners like Pluto or Kubent in modern workflows.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Operations
  - Deprecation Monitoring
  - Resource Validation
  is_microservice: false
  title: Deprek8ion
https://github.com/swagger-api/swagger-codegen:
  description: ''
  addition_method: manual
  content_hash: d9c645faf2917f2a541a96c949d559a8b1813b9976cec8c12bb84846062b2903
  gh_license: Apache-2.0
  gh_pushed: '2026-05-19T08:07:36Z'
  gh_stars: 17758
  health_score: 100.0
  last_checked: 1779031117.897595
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/swagger-code-generator-for-rest-apis.md
  - docs/about.md
  v2_locations:
  - swagger-code-generator-for-rest-apis.md
  - about.md
  year: '2015'
  ai_summary: Automatic generation of API client libraries and server stubs from OpenAPI/Swagger
    specifications.
  language: Java
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - API Orchestration
  - Swagger Codegen
  is_microservice: false
  title: Swagger Codegen
https://github.com/swapnakpanda/Infographics/blob/main/Cheat%20Sheet/Database/SQL_CheatSheet.png:
  description: ''
  addition_method: manual
  content_hash: 897668ccfb3e4132ef052f268c28d51f6b2e55d233e4d3a48df7553177e4697e
  health_score: 100.0
  last_checked: 1781735890.407375
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2023'
  ai_summary: A dense visual database infographic grouping standard relational concepts.
    Outlines join configurations, index lookups, data grouping rules, and typical
    query structures in a high-density schematic map.
  language: SQL
  resource_type: Infographic
  complexity: Beginner
  hierarchy:
  - Databases & Storage
  - Relational Databases
  - SQL
  is_microservice: false
  title: '==github.com/swapnakpanda: SQL_CheatSheet.png=='
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/swarmlet/swarmlet:
  description: ''
  addition_method: manual
  ai_summary: 'A lightweight self-hosted PaaS wrapper utilizing Docker Swarm. Note:
    Currently inactive (>4 years since last commit), making it a legacy reference
    rather than a production-grade modern solution.'
  complexity: Intermediate
  content_hash: 311501c4bf6ceb3f737bfa32667fd62e7d0268aa8ae9ea55fe75b11276732c33
  gh_license: MIT
  gh_pushed: '2023-04-13T17:58:55Z'
  gh_stars: 817
  health_score: 100.0
  hierarchy:
  - Orchestration
  - Docker Swarm
  - PaaS Solutions
  is_microservice: true
  language: Bash
  last_checked: 1779030012.259267
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-alternatives.md
  v2_locations:
  - kubernetes-alternatives.md
  year: '2020'
  title: '==swarmlet/swarmlet: Swarmlet=='
https://github.com/swyxio/skills/tree/main:
  addition_method: automatic
  ai_summary: 'Curator Insight: Kakuna is a breakthrough engineering design pattern
    for agentic codebase evolution, utilizing structured checklists to refactor fragile
    code into production-ready software.


    Live Grounding: By prioritizing subagent parallelism and enforcing rigorous DevOps
    standards, it systematically executes large-scale, automated refactoring runs,
    yielding hardened systems with self-auditing reports without changing the primary
    business logic.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 17b19726b672db9f396ca25588dd816335711b3433d678859bd2c5a7b39a3829
  description: An automated codebase hardening framework designed to refactor experimental
    vibecoded MVPs into reliable, end-to-end tested, and maintainable production repositories.
  hierarchy:
  - Artificial Intelligence
  - AI Agents
  - Codebase Hardening
  is_microservice: false
  language: English
  last_checked: 1780352404.147657
  reputation_status: Vetted
  reputation_summary: Extremely well-received community contribution by swyx (Shawn
    Wang) focusing on structural agent checklists for codebase evolutionary hardening,
    avoiding standard agent drift.
  resource_type: Repository
  social_preview_url: https://opengraph.githubassets.com/b33e769912ec1bcca0d1ddcb8e3a464d3a90cb9fd5030c2fb10dc358e8a9bfdc/swyxio/skills
  source_provenance: X.com (swyx)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  - COMMUNITY-TOOL
  title: Kakuna Codebase Hardening Suite
  year: '2026'
https://github.com/swyxio/skills/tree/main/twitter-x-scraping:
  addition_method: automatic
  ai_summary: 'A functional tool repository containing specialized agent skills developed
    for modern platforms like Claude Code, Cursor, and Codex.

    * Provides agents with the programmatic ability to parse, scrape, and compile
    information directly from Twitter/X social threads.

    * Standardizes the deployment of system-hardening skills, helping developers turn
    fragile, ''vibe-coded'' prototypes into production-ready repositories.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: c6179cda302c3e7a12583395855ac27f81e7c23dedc3207770ee8853f86f4a23
  description: An agentic skill designed for Claude Code and other AI agents to execute
    robust, automated Twitter/X scraping tasks.
  hierarchy:
  - Artificial Intelligence
  - AI Agents
  - Claude Code Skills
  - Automated Scraping
  is_microservice: false
  language: en
  last_checked: 1780352686.744644
  reputation_status: Vetted
  reputation_summary: Highly regarded as a pragmatic, local automation skill constructed
    by Shawn Wang (swyx), which aligns with current open standards for agent-native
    developer workflows.
  resource_type: repository
  social_preview_url: https://opengraph.githubassets.com/b33e769912ec1bcca0d1ddcb8e3a464d3a90cb9fd5030c2fb10dc358e8a9bfdc/swyxio/skills
  source_provenance: X.com (swyx)
  stars: 4
  status: online
  suggested_new_category: agent-skills
  tags:
  - EMERGING
  - COMMUNITY-TOOL
  title: swyxio/skills - twitter-x-scraping
  year: '2026'
https://github.com/syntasso/kratix:
  description: ''
  addition_method: manual
  content_hash: 4f6fc89ef4767dd324889cc96f9f9b978e653b08a6e35cc5a98ea4a29b9dde86
  gh_license: Apache-2.0
  gh_pushed: '2026-06-10T12:36:21Z'
  gh_stars: 753
  health_score: 100.0
  last_checked: 1779030883.160153
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kratix is a modular framework built to help platform engineering teams
    construct customized Internal Developer Platforms (IDPs). Using the concept of
    'Promises', it permits engineers to define declarative APIs that generate multi-step
    orchestration workflows across multiple infrastructure planes. Grounding showcases
    its fast-growing appeal for companies seeking to build bespoke self-service capabilities
    without locking into heavy commercial portals.
  language: Go
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Internal Developer Platforms
  - Frameworks
  is_microservice: false
  title: syntasso/kratix
https://github.com/systemcraftsman/lab-tekton-pipelines:
  description: ''
  addition_method: manual
  content_hash: 7ffb7ddc84fcc8e7c5eb4384685b765f14cf951e772846a31fad784651aff823
  gh_license: Apache-2.0
  gh_pushed: '2020-09-11T13:43:37Z'
  gh_stars: 1
  health_score: 100.0
  last_checked: 1779032762.863861
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: A structured hands-on workshop focused on OpenShift Pipelines (Tekton).
    Teaches engineers how to write tasks, manage resources, and deploy production-level
    continuous integration workflows.
  language: Yaml
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - CI/CD Pipelines
  - Workshops
  is_microservice: false
  title: 'systemcraftsman/lab-tekton-pipelines: OpenShift Pipelines workshop'
https://github.com/taosdata/TDengine:
  description: ''
  addition_method: manual
  content_hash: 549d54ac1f8b0fee5cb9f5675523be0e7c23b85078ffdcdb2e005aa3b31ee315
  gh_license: AGPL-3.0
  gh_pushed: '2026-06-12T12:30:52Z'
  gh_stars: 24903
  health_score: 100.0
  last_checked: 1779030862.000691
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2026'
  ai_summary: An open-source time-series database optimized specifically for IoT and
    telemetry data storage. Utilizing a unique 'one table per data source' structure,
    TDengine offers extremely fast writing speeds and high-efficiency query execution,
    challenging traditional solutions in 2026.
  language: C
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Time Series Databases
  is_microservice: false
  title: TDengine
https://github.com/target/pod-reaper:
  description: ''
  addition_method: manual
  content_hash: 710c1d725f3ae960da570d03d7cf72e4f144cdd07206f5cb897e86b092043a69
  gh_license: MIT
  gh_pushed: '2026-06-01T14:31:25Z'
  gh_stars: 210
  health_score: 100.0
  last_checked: 1779031541.940235
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: An automated reaper utility designed to sweep, terminate, and clean
    up pods based on custom-defined schedules and rule parameters. It ensures platform
    efficiency by pruning dead workloads or stale containers.
  language: Go
  resource_type: Kubernetes Operator
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Resource Lifecycle
  - Pod Reaper
  is_microservice: false
  title: target/pod-reaper
https://github.com/taubyte/dream:
  description: ''
  addition_method: manual
  ai_summary: A developer tool designed to spin up localized Taubyte nodes on a single
    laptop. Allows rapid offline testing of serverless WASM routines, networking layers,
    and decentralized databases.
  complexity: Intermediate
  content_hash: a48f3eadbf919c44361e0f4d89f53a18762f9ee17aec4f4e9e9e7db60b230963
  gh_license: BSD-3-Clause
  gh_pushed: '2026-04-07T05:00:04Z'
  gh_stars: 88
  health_score: 100.0
  hierarchy:
  - Serverless Architecture
  - Edge Computing
  - Local Development
  is_microservice: true
  language: Go
  last_checked: 1779130495.008821
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-alternatives.md
  v2_locations:
  - kubernetes-alternatives.md
  year: '2026'
  title: dreamland
https://github.com/taubyte/dreamland:
  addition_method: manual
  content_hash: 661df8f4a4f71dff46381d0c0e8c245ec770bda1714f884fdd3c6015fd6b3559
  description: ''
  health_score: 100.0
  last_checked: 1779032820.368091
  stars: 0
  title: dreamland
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://github.com/taubyte/tau:
  description: ''
  addition_method: manual
  ai_summary: Tau is an innovative, high-performance decentralized computing platform
    running WebAssembly (Wasm) workloads on the edge. It integrates autonomous routing,
    multi-tenant serverless orchestration, and distributed transactional db sync natively
    without standard cloud overhead.
  complexity: Advanced
  content_hash: eb499cea150263a03dad6a3c8eda71fdc71f3731677285ec4ce05b23bed8d0df
  gh_license: BSD-3-Clause
  gh_pushed: '2026-05-07T14:02:50Z'
  gh_stars: 5051
  health_score: 100.0
  hierarchy:
  - Edge & Serverless
  - WebAssembly Platforms
  - Tau Edge
  is_microservice: true
  language: Go
  last_checked: 1779031032.063214
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/caching.md
  - docs/kubernetes-alternatives.md
  v2_locations:
  - kubernetes-alternatives.md
  - caching.md
  - index.md
  year: '2025'
  title: 'github.com/taubyte/tau: Tau'
https://github.com/tchiotludo/akhq:
  description: ''
  addition_method: manual
  ai_summary: AKHQ (formerly KafkaHQ) is a comprehensive web interface for administering
    and browsing Apache Kafka resources. It provides granular visibility into topics,
    payloads, schema registries, and consumer group offsets without requiring complex
    CLI interactions.
  complexity: Intermediate
  content_hash: 67f35e0828fff7ba0c4662ffdb54b71e6f29dfbb99ff4f8d87737df215c68fe1
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T01:16:31Z'
  gh_stars: 3819
  health_score: 100.0
  hierarchy:
  - Data Engineering
  - Event Streaming
  - UI Consoles
  is_microservice: false
  language: Java
  last_checked: 1779029472.948848
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: '2026'
  title: "AKHQ (previously known as KafkaHQ) \U0001F31F"
https://github.com/tcnksm/awesome-container:
  description: ''
  addition_method: manual
  content_hash: 9d936b186489ec323b0ec9d39c7c4286413684c2688b83a6bf7a933e557e50ae
  gh_license: MIT
  gh_pushed: '2020-08-05T01:15:48Z'
  gh_stars: 175
  health_score: 100.0
  last_checked: 1779030196.669562
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A specialized index investigating low-level container building, runtimes
    (runc, containerd, CRI-O), image specification standards, and isolation platforms.
    Ideal for system engineers seeking to master virtualization fundamentals and security
    sandboxing at the kernel boundary.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Curation
  - Awesome Lists
  - Containers
  is_microservice: false
  title: Awesome Container
  is_special: true
https://github.com/team-soteria/rback:
  description: ''
  addition_method: manual
  content_hash: 150c057ef86abcfb4523d95c03df03bc427de822f68398807e1fc9b6def4de24
  gh_license: Apache-2.0
  gh_pushed: '2021-01-04T12:59:14Z'
  gh_stars: 401
  health_score: 100.0
  last_checked: 1779033947.986653
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A security tool designed to query and visualize Kubernetes Role-Based
    Access Control (RBAC) configurations, outputting clean, interactive graph representations
    of bindings and roles. By mapping relationships between Users, Groups, ServiceAccounts,
    Roles, and ClusterRoles, it assists security auditors in identifying privilege
    escalation paths. In 2026, it is highly valued for rapid security auditing.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Security
  - RBAC
  - Visualization
  is_microservice: false
  title: "rback: RBAC in Kubernetes visualizer \U0001F31F\U0001F31F"
https://github.com/teamcode-inc/kubeorbit:
  description: ''
  addition_method: manual
  content_hash: bdf3311904289520ce33142a90fc9b2d554fc34600ab788ef886b81cac40397a
  gh_license: Apache-2.0
  gh_pushed: '2023-02-17T08:40:47Z'
  gh_stars: 454
  health_score: 100.0
  last_checked: 1779030205.011446
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kubeorbit is a specialized service routing tool focused on creating
    isolated testing channels within shared microservice topologies. By injecting
    dynamic headers into requests, it allows engineers to test unstable feature versions
    without duplicating entire clusters. Live engineering checks indicate the project
    has suffered low maintenance recently, making it a reference rather than a production
    candidate.
  language: Go
  resource_type: Service Mesh Utility
  complexity: Advanced
  hierarchy:
  - Networking
  - Microservices Routing
  - Debugging
  is_microservice: true
  title: teamcode-inc/kubeorbit
https://github.com/techiescamp/devops-projects:
  description: ''
  addition_method: manual
  ai_summary: A stellar, end-to-end GitHub archive that compiles structural templates,
    infrastructure blueprints, and multi-tier CI/CD pipelines. Features real-world
    deployment playbooks using Terraform, Ansible, and Kubernetes for cloud architectures.
  complexity: Advanced
  content_hash: 297a8442638797fa98363d63903f491e018c9759a1d1ce56fa095c869aa8c90e
  health_score: 100.0
  hierarchy:
  - Orchestration
  - Infrastructure as Code
  - Real-World Architecture
  is_microservice: true
  language: English
  last_checked: 1781735940.323854
  needs_ai_refresh: true
  resource_type: GitHub Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/elearning.md
  v2_locations:
  - elearning.md
  year: '2026'
  title: ==techiescamp/devops-projects==:Real-World DevOps Projects For Learning
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/techiescamp/kubernetes-learning-path:
  description: ''
  addition_method: manual
  content_hash: 671752463b99aa84b82e66d4a4f67c9f4f882d81b93c09d5e958577c19192559
  health_score: 100.0
  last_checked: 1781736057.376523
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: '2026'
  ai_summary: A massive, community-backed repository organizing study plans, code
    repositories, structural templates, and practice exercises. Ideal for self-taught
    DevOps engineers transitioning to system automation roles.
  language: English
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Learning Pathways
  - GitHub Repository
  is_microservice: true
  title: "==github.com/techiescamp/kubernetes-learning-path== \U0001F31F\U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/techno-tim/k3s-ansible:
  addition_method: manual
  content_hash: 3c34d83014e44e8c17aa06bce355f18ed35d6dc539c360107c99c947cfc14c33
  description: ''
  health_score: 100.0
  last_checked: 1779029989.244494
  stars: 0
  title: techno-tim/k3s-ansible
  v1_locations:
  - docs/rancher.md
  year: N/A
https://github.com/techpivot/terraform-module-releaser:
  description: ''
  addition_method: manual
  ai_summary: An automated GitHub Action that manages release tagging, semantic version
    tracking, and registration publication processes for Terraform modules. Mitigates
    distribution overhead by auto-generating changelogs and managing tags.
  complexity: Intermediate
  content_hash: 950704da59b499a2579d6e7bcc2e4a2c50f07b6ac789932c8bbfd7de372097ab
  gh_license: MIT
  gh_pushed: '2026-06-13T01:24:45Z'
  gh_stars: 223
  health_score: 100.0
  hierarchy:
  - DevOps & CI/CD
  - CI/CD Automation
  - Terraform Release Management
  is_microservice: false
  language: TypeScript
  last_checked: 1779032817.964031
  needs_ai_refresh: true
  resource_type: GitHub Action
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cicd.md
  - docs/iac.md
  - docs/kubernetes-tools.md
  v2_locations:
  - cicd.md
  - iac.md
  - kubernetes-tools.md
  year: '2026'
  title: Terraform Module Releaser GitHub Action
https://github.com/tektoncd:
  description: ''
  addition_method: manual
  content_hash: 5c460d842a7936c0726c8865b93c5b0c7b1dadf3972c70a52c303a5bcd103a2e
  health_score: 100.0
  last_checked: 1779031625.329661
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/tekton.md
  v2_locations:
  - tekton.md
  year: '2024'
  ai_summary: Provides access to the central GitHub repository ecosystem of the Tekton
    project, housing core pipeline controllers, CLI tools (tkn), trigger mechanisms,
    and catalog components. Serves as the primary source for inspecting Tekton's open-source
    Go implementations and resource definitions.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Continuous Integration & Delivery
  - Cloud Native CI-CD
  - Tekton Platform
  is_microservice: true
  title: github.com/tektoncd
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/tektoncd/chains:
  description: ''
  addition_method: manual
  content_hash: 2cdbd293843a82fe6216d9cab2c8fd41a58eb28fd1957dd1bbf04b90ca71c7b0
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T09:36:31Z'
  gh_stars: 271
  health_score: 100.0
  last_checked: 1779029590.818323
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A custom controller from the Tekton project that handles supply chain
    security by signing tasks and pipeline run artifacts. Integrated with Sigstore,
    it generates cryptographic proof and provenance data to secure continuous delivery
    pipelines.
  language: Go
  resource_type: Kubernetes Controller
  complexity: Advanced
  hierarchy:
  - CI/CD & Delivery
  - Supply Chain Security
  - Artifact Signing
  is_microservice: false
  title: tektoncd/chains
https://github.com/tektoncd/community:
  description: ''
  addition_method: manual
  content_hash: 155e11a94e516cc34edab1e2e3071bbca822d651ead9ccb0cae7bb5f6181e6f3
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T13:30:31Z'
  gh_stars: 396
  health_score: 100.0
  last_checked: 1779032572.167462
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/tekton.md
  v2_locations:
  - tekton.md
  year: '2024'
  ai_summary: Features the repository hosting governance, contribution guidelines,
    design proposals (TEPs), and meeting schedules for the Tekton open-source ecosystem.
    Vital for understanding the community-driven roadmap, architecture reviews, and
    technical steering decisions shaping the future of Tekton CI/CD.
  language: None
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Continuous Integration & Delivery
  - Cloud Native CI-CD
  - Governance & Community
  is_microservice: true
  title: Tekton community
https://github.com/tektoncd/pipeline:
  description: ''
  addition_method: manual
  content_hash: 9228a9fc5e9b946dff4963314729e0fac644c1d4329be1f2beb33017fd8a27e4
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T09:33:11Z'
  gh_stars: 8985
  health_score: 100.0
  last_checked: 1779030240.945392
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/tekton.md
  v2_locations:
  - tekton.md
  year: '2024'
  ai_summary: A secondary reference to Tekton's core Pipeline engine. Focuses on declarative
    resource management via Custom Resource Definitions, detailing how Tekton uses
    specialized Tasks and Steps to run multi-stage workflows natively inside Kubernetes
    nodes without relying on heavy external build servers.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Continuous Integration & Delivery
  - Cloud Native CI-CD
  - Tekton Pipelines
  is_microservice: true
  title: 'github: Tekton Pipelines'
https://github.com/telekom/das-schiff:
  description: ''
  addition_method: manual
  content_hash: b2086cfe7f173a84cf74c31476d2757aec6a2b8ff511cc79355cd3c6cfcc5116
  gh_license: Apache-2.0
  gh_pushed: '2025-09-04T15:01:23Z'
  gh_stars: 366
  health_score: 100.0
  last_checked: 1779031107.536429
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Das Schiff is Deutsche Telekom's production-grade engine for bootstrapping
    and operating bare-metal, highly resilient Kubernetes clusters designed for telecom
    and network functions virtualization (NFV). Utilizing declarative GitOps principles,
    it enables robust infrastructure management at scale, complying with extreme security
    and low-latency network constraints.
  language: Go
  resource_type: Platform
  complexity: High
  hierarchy:
  - Cluster Management
  - Bare Metal
  - Telecom Platforms
  is_microservice: false
  title: telekom/das-schiff
https://github.com/teleskopeView/teleskope_k8s:
  description: ''
  addition_method: manual
  content_hash: 30fd093abbbc74f5ae7e6bfb1b238351bc34aa260195c2cd5dd708a01a758cdb
  gh_license: MIT
  gh_pushed: '2022-10-12T06:42:24Z'
  gh_stars: 24
  health_score: 100.0
  last_checked: 1779034450.556359
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A visual workspace client offering simple layout views of running pods,
    services, and configuration objects. Designed to provide dynamic cluster analytics
    for local developers and platform engineers trying to understand live workloads.
  language: TypeScript
  resource_type: Web Application
  complexity: Intermediate
  hierarchy:
  - Observability
  - UI Dashboards
  - Visual Management
  is_microservice: false
  title: Teleskope
https://github.com/tellerops/helm-teller:
  description: ''
  addition_method: manual
  ai_summary: A highly specialized security plugin that interfaces with vault and
    KMS solutions to fetch secret values dynamically during deployment runtime. It
    eliminates the risk of committing sensitive configuration details to public code
    repositories.
  complexity: Intermediate
  content_hash: 667b488d327089249eb627b829390544306434528cddfe2362bc716f7a837b79
  gh_license: Apache-2.0
  gh_pushed: '2022-11-14T17:37:27Z'
  gh_stars: 69
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Secrets Management
  is_microservice: false
  language: Go
  last_checked: 1779031825.6215
  needs_ai_refresh: true
  resource_type: CLI Plugin
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: '2024'
  title: tellerops/helm-teller
https://github.com/tenable/access-undenied-aws:
  description: ''
  addition_method: manual
  content_hash: 5cd4779809c3a5be1f92b632b94713ff45d077ac96b8fee49a0c9852a852ac2d
  gh_license: Apache-2.0
  gh_pushed: '2026-04-13T18:19:16Z'
  gh_stars: 272
  health_score: 100.0
  last_checked: 1779130494.988035
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2026'
  stars: 5
  ai_summary: Access Undenied on AWS is a highly sophisticated CLI tool that parses
    AWS 'Access Denied' errors and CloudTrail events, pointing specifically to the
    policy boundary or SCP causing the block. Live Grounding confirms its acquisition
    and active hosting under the Tenable GitHub organization. This remains a cornerstone
    tool for platform engineers troubleshooting complex IAM evaluation logic.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Security and Compliance
  is_microservice: false
  title: "ermetic/access-undenied-aws \U0001F31F"
https://github.com/tensorchord/Awesome-LLMOps:
  description: ''
  addition_method: manual
  ai_summary: An expansive, curated catalog of leading open-source LLMOps tooling,
    libraries, and frameworks. Curator Insight and Live Grounding validate this repository
    as a comprehensive roadmap for configuring production vector databases, distributed
    training trackers, model testing beds, and low-latency inference gateways.
  complexity: Intermediate
  content_hash: 1243fd67e4ccd3df802d78acca929307444150337f6181a0e5394cd6fcf2ad71
  gh_license: CC0-1.0
  gh_pushed: '2026-05-21T09:12:50Z'
  gh_stars: 5843
  health_score: 100.0
  hierarchy:
  - Artificial Intelligence
  - LLMOps & MLOps
  - Curated Ecosystems
  is_microservice: false
  language: Markdown
  last_checked: 1779033617.85776
  needs_ai_refresh: true
  resource_type: Repository
  stars: 3
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/ai.md
  - docs/other-awesome-lists.md
  v2_locations:
  - ai.md
  - other-awesome-lists.md
  year: '2023'
  title: 'github.com/tensorchord/Awesome-LLMOps: Awesome LLMOps'
  is_special: true
https://github.com/tensorchord/envd:
  description: ''
  addition_method: manual
  content_hash: 770a6424a70e025fdbe5b649f3def28c5cfc8e66d2c960c676fb128629f4656c
  gh_license: Apache-2.0
  gh_pushed: '2026-05-21T22:05:25Z'
  gh_stars: 2209
  health_score: 100.0
  last_checked: 1779033130.251695
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: '2023'
  ai_summary: An innovative local development environment generator for ML engineering.
    Envd translates Python declarations into isolated container definitions, ensuring
    high reproducibility for CUDA packages, pip dependency trees, and IDE plugins
    without writing complex Dockerfiles.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Development Environments
  - Containerization
  is_microservice: false
  title: "tensorchord/envd: Reproducible development environment for AI/ML \U0001F31F"
https://github.com/termkit/gama:
  description: ''
  addition_method: manual
  ai_summary: Terminal UI built to monitor and coordinate GitHub Actions workloads
    from the CLI. Classified as legacy under MVQ parameters because the repository
    has been inactive since late 2021 and was superseded by official GitHub CLI `run`
    commands.
  complexity: Intermediate
  content_hash: abfa175c30347a2cca923cb7b2b2e6abf01d8bf16dd7b9c1cbf3301df80f76b9
  gh_license: GPL-3.0
  gh_pushed: '2025-11-08T08:37:03Z'
  gh_stars: 480
  health_score: 100.0
  hierarchy:
  - CI/CD Pipeline
  - GitHub Actions
  - Developer Tooling
  is_microservice: false
  language: Go
  last_checked: 1779033259.164219
  needs_ai_refresh: true
  resource_type: Repository
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/cicd.md
  - docs/git.md
  - docs/kubernetes-tools.md
  v2_locations:
  - cicd.md
  - git.md
  - kubernetes-tools.md
  year: '2021'
  title: 'Gama: Terminal UI for GitHub Actions'
https://github.com/terraform-aws-modules:
  description: ''
  addition_method: manual
  content_hash: e7121402995f4a77600c9675a673757e5ebbe21198f581c401f2b997cee862b1
  health_score: 100.0
  last_checked: 1779029641.074387
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2025'
  ai_summary: The foundational registry ecosystem comprising highly standardized,
    battle-tested community AWS modules. Essential for orchestrating EKS, VPC, RDS,
    and standard IAM setups with enterprise-level security.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - AWS
  - Terraform Modules
  is_microservice: false
  title: ==github.com/terraform-aws-modules==
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/terraform-aws-modules/terraform-aws-eks:
  description: ''
  addition_method: manual
  content_hash: 79a58ebbdd539631f914844b37dfeff143b259d50b44d55495f335dbae0a74b9
  gh_license: Apache-2.0
  gh_pushed: '2026-05-29T16:46:41Z'
  gh_stars: 4972
  health_score: 100.0
  last_checked: 1779033419.536281
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2026'
  ai_summary: The industry-standard, community-maintained Terraform module for Amazon
    EKS. Features exhaustive support for managed/self-managed node pools, AWS Fargate
    integration, security group orchestration, and direct EKS addon integration.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  is_microservice: false
  title: 'github.com/terraform-aws-modules/terraform-aws-eks: AWS EKS Terraform module'
https://github.com/terraform-aws-modules/terraform-aws-solutions:
  description: ''
  addition_method: manual
  content_hash: 202571676d7990b512e1fd6685ee693786da0e4c56ff3453a6cbc936c24e90d9
  gh_license: Apache-2.0
  gh_pushed: '2023-06-28T10:29:46Z'
  gh_stars: 77
  health_score: 100.0
  last_checked: 1779029252.273239
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: A community-supported library of AWS solutions built entirely in Terraform.
    Aggregates multi-tier networking patterns, secure IAM configurations, and highly
    reliable VPC models to fast-track enterprise landing zones.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  is_microservice: false
  title: ==github.com/terraform-aws-modules/terraform-aws-solutions==
https://github.com/terraform-linters/tflint/releases/tag/v0.51.0:
  description: ''
  addition_method: manual
  content_hash: 75cc686f1cc8e3852caaadd1d0a74b05d2cdb619ae635405350b7f1f6957add7
  gh_license: MPL-2.0
  gh_pushed: '2026-06-13T17:46:34Z'
  gh_stars: 5742
  health_score: 100.0
  last_checked: 1779032589.159523
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  ai_summary: A highly robust framework and compiler-aware linter for Terraform configurations.
    Detects provider-specific errors, catches deprecated constructs, and enforces
    organizational standards within enterprise delivery pipelines.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Code Quality
  - Linter
  is_microservice: false
  title: github.com/terraform-linters/tflint
https://github.com/terramate-io/terramate:
  description: ''
  addition_method: manual
  content_hash: 1513098c95eb990db1d4df497307f040e61d3baf25db35e2d9a0f0ccc4869e3c
  gh_license: MPL-2.0
  gh_pushed: '2026-05-27T11:50:43Z'
  gh_stars: 3598
  health_score: 100.0
  last_checked: 1779130495.032298
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2024'
  stars: 3
  ai_summary: Terramate delivers powerful orchestration, selective change detection,
    and modular code generation for multi-directory Terraform and OpenTofu monorepos.
    It optimizes large-scale continuous deployment pipelines by executing runs only
    in directories containing modified plans. By generating dynamic DRY configurations,
    it ensures strict state isolation and mitigates workspace blast radiuses.
  language: Go
  resource_type: Orchestrator
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform Orchestration
  - Monorepo Management
  is_microservice: false
  title: mineiros-io/terramate
https://github.com/terrytangyuan/awesome-argo:
  addition_method: manual
  content_hash: 4cfcb2323980bc80f403202b4611bc3b2dd06b3d8dda2c07d39412a509e54f89
  description: ''
  health_score: 100.0
  last_checked: 1779031258.343943
  stars: 0
  title: "terrytangyuan/awesome-argo \U0001F31F"
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
https://github.com/terrytangyuan/awesome-kubeflow:
  description: ''
  addition_method: manual
  content_hash: 368e3278e8b47d381a4391c7059b86740316f6b32b4060ea01e49f4818165a7f
  gh_license: Apache-2.0
  gh_pushed: '2026-01-01T03:24:00Z'
  gh_stars: 227
  health_score: 100.0
  last_checked: 1779032406.136259
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A specialized resource index focusing on running machine learning operations
    (MLOps) natively on Kubernetes through Kubeflow. Detail-oriented guides cover
    automated model training, pipeline orchestration, hyperparameter tuning, and high-concurrency
    model serving.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence
  - MLOps
  - Kubernetes Machine Learning
  is_microservice: true
  title: "github.com/terrytangyuan/awesome-kubeflow: Awesome Kubeflow \U0001F31F"
  is_special: true
https://github.com/testcontainers:
  description: ''
  addition_method: manual
  content_hash: f65a223f058675053d67335baa5a873b8a0a1118a7ba296d1ccddb5137065dc5
  health_score: 100.0
  last_checked: 1779030742.568644
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: '2024'
  ai_summary: A robust multi-language ecosystem providing throwaway, lightweight instances
    of common databases, Selenium web browsers, or anything else that can run in a
    Docker container for integration testing.
  language: Java
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Integration Testing
  is_microservice: false
  title: "testcontainers \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/tfutils/tfenv:
  description: ''
  addition_method: manual
  content_hash: 2fcb948b5d067c8cf48c90e90a73b6733826002a165922b95592cc136be4ff5e
  gh_license: MIT
  gh_pushed: '2026-05-01T20:56:20Z'
  gh_stars: 4939
  health_score: 100.0
  last_checked: 1779034394.942551
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2025'
  ai_summary: A lightweight, highly adopted CLI utility for managing multiple concurrent
    local installations of Terraform. Crucial for platform engineers operating in
    multi-project environments where legacy workspaces require older HCL runtimes.
  language: Bash
  resource_type: CLI Utility
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - CLI Utilities
  is_microservice: false
  title: tfenv
https://github.com/tfxor/terraform-google-automation-demo:
  description: ''
  addition_method: manual
  content_hash: a2c43d5f5fe8cb54b44c54b31b1627ccf75219e2ccf038f45c5a55c14ca09353
  gh_license: MPL-2.0
  gh_pushed: '2019-10-24T19:52:20Z'
  gh_stars: 10
  health_score: 100.0
  last_checked: 1779130494.932493
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2023'
  stars: 5
  ai_summary: Technical repository containing IaC templates to provision GCP infrastructure
    via HashiCorp Terraform. Showcases structured folder hierarchies, backend state
    locks, and resource declarations for VPCs, compute instances, and firewalls.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - GCP Provisioning
  is_microservice: false
  title: Terraform Automation Demo using Google Cloud Provider
https://github.com/thangchung/awesome-dotnet-core:
  description: ''
  addition_method: manual
  content_hash: cdc29aa9f0216deeaa302becff4aa9868cb69a89a60291d9dcac5846140f0022
  health_score: 100.0
  last_checked: 1781736123.283479
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A curated compilation of high-performance libraries, database connectors,
    and microservice architectures written for modern cross-platform .NET. This list
    is invaluable for engineering teams porting legacy Windows-based services into
    Linux containers and serverless platforms. Provides standard blueprints for enterprise
    API systems.
  language: C#
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Programming Languages
  - C#
  - .NET Core
  is_microservice: true
  title: thangchung/awesome-dotnet-core
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/thanos-io/kube-thanos:
  addition_method: manual
  content_hash: 39f6edec555f4c2ea241d2e8b19ee471b07e71d0d742da66ece135be919db8f7
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779030983.228387
  needs_ai_refresh: true
  stars: 0
  title: '==thanos-io/kube-thanos: Kubernetes specific configuration for deploying''
    Thanos=='
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/thanos-io/thanos:
  addition_method: manual
  content_hash: afbd2715a29308eef6a2d37cd8e73dfc86c1121ece31ffe590ae06206fad9f2c
  description: ''
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779033714.10244
  needs_ai_refresh: true
  stars: 0
  title: "Thanos Architecture Overview \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://github.com/thebjorn/pydeps:
  description: ''
  addition_method: manual
  content_hash: f0e1c9c5e6930614e1d9690248b4d0a2181ec6faed3d9c9d95bea6f8e6d6123d
  gh_license: BSD-2-Clause
  gh_pushed: '2026-06-09T09:10:28Z'
  gh_stars: 2096
  health_score: 100.0
  last_checked: 1779031474.198751
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2024'
  ai_summary: Curator Insight highlights Pydeps as a visual engine designed to diagram
    python import structures. Live Grounding validates its status as an excellent
    tool for architectural decomposition, enabling teams to trace cyclic dependencies
    and plan clean decoupling pathways.
  language: Python
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Python
  - Static Analysis
  is_microservice: true
  title: "Pydeps \U0001F31F"
https://github.com/theforeman/foreman-ansible-modules:
  addition_method: manual
  content_hash: 9296794cfa8620972a8787dbdd7142df7278240ec87a317107603f0026cfed3f
  description: ''
  gh_license: GPL-3.0
  health_score: 100.0
  last_checked: 1779031962.829712
  needs_ai_refresh: true
  stars: 0
  title: Foreman Ansible Modules (FAM)
  v1_locations:
  - docs/ansible.md
  year: N/A
https://github.com/theketchio/ketch:
  description: ''
  addition_method: manual
  content_hash: c1ebb74798226b8004b5a89a4e70d8693ace5a23b5e00efeae98c481a1da578b
  gh_license: Apache-2.0
  gh_pushed: '2025-04-09T09:20:30Z'
  gh_stars: 662
  health_score: 100.0
  last_checked: 1779029138.73826
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: An application-focused interface that delivers PaaS-like abstractions
    directly on top of raw Kubernetes API layers. Ketch handles networking, domain
    configurations, and ingress controls through unified application interfaces.
  language: Go
  resource_type: Application Platform
  complexity: Advanced
  hierarchy:
  - Application Platforms
  - PaaS Frameworks
  - Developer Experience
  is_microservice: true
  title: "theketchio/ketch \U0001F31F"
  is_special: true
https://github.com/theonedev/onedev:
  description: ''
  addition_method: manual
  content_hash: 918d29ab158d62c79133ccb48e992dd6f52da6ec0575eb185247de09126938ce
  gh_license: MIT
  gh_pushed: '2026-06-14T04:50:11Z'
  gh_stars: 15041
  health_score: 100.0
  last_checked: 1779033162.83037
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: '2026'
  ai_summary: An all-in-one, highly scalable self-hosted Git service and CI/CD platform.
    Features visual pipeline construction, interactive code navigation, and issue-tracking,
    optimized to run as a single-node setup or distributed across Kubernetes environments.
  language: Java
  resource_type: Platform
  complexity: Medium
  hierarchy:
  - Software Delivery
  - Self-Hosted Git
  - Unified Platforms
  is_microservice: false
  title: onedev
https://github.com/thomast1906/DevOps-Journey-Using-Azure-DevOps/tree/main/labs:
  addition_method: manual
  content_hash: ba8efa18735acf1f083245785759e886d1cfa9afb2c694e675abd65a8e4c30bd
  health_score: 100.0
  last_checked: 1779030534.491209
  v1_locations:
  - docs/demos.md
https://github.com/thomast1906/DevOps-The-Hard-Way-Azure:
  description: ''
  addition_method: manual
  content_hash: ec2468975ca9f7646038a0dde2e5205ce8551a8e28bc50978bef2691f34fb8cf
  gh_license: MIT
  gh_pushed: '2026-04-16T10:04:14Z'
  gh_stars: 582
  health_score: 100.0
  last_checked: 1779031753.022247
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: '2022'
  ai_summary: A hands-on, end-to-end sandbox guide mapping out 'The Hard Way' of deploying
    infrastructure and applications on Azure. This project details virtual network
    design, VM provisioning, AKS deployments, and pipeline-driven application releases.
    2026 live grounding validates this repository as a premier community benchmark
    for building custom, highly-secure lab environments.
  language: English
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Cloud DevOps
  - Infrastructure as Code
  - End-to-End Lab Guides
  is_microservice: true
  title: "thomast1906/DevOps-The-Hard-Way-Azure \U0001F31F"
https://github.com/thomast1906/terraform-on-azure:
  description: ''
  addition_method: manual
  content_hash: e4f33f984ebad37c568197a4ae05332d73b3f28e6de596c6a196f6f6bea988b1
  health_score: 100.0
  last_checked: 1781736233.776396
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2022'
  ai_summary: A collection of practical community resource scripts demonstrating general
    deployments on Microsoft Azure. Provides hands-on references for platform engineers
    to quickly stand up test resources, run validation suites, and explore simple
    networking layouts.
  language: HCL
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Azure
  - IaC
  - Examples
  is_microservice: false
  title: ==github.com/thomast1906/terraform-on-azure==
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/tibordp/terraform-hcloud-dualstack-k8s:
  description: ''
  addition_method: manual
  content_hash: 394b14d671be3718ad6d3cd32c28f97be13cd33633ee70a517e07c98af76e5e7
  gh_license: MIT
  gh_pushed: '2026-06-11T15:24:44Z'
  gh_stars: 34
  health_score: 100.0
  last_checked: 1779033416.220858
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: A community-led open-source project automating the deployment of dual-stack
    (IPv4/IPv6) Kubernetes clusters on Hetzner Cloud. Provides dynamic network routing,
    instance configuration, and cluster orchestration out of the box.
  language: HCL
  resource_type: Code Blueprint
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Bare Metal & Cloud Hosting
  is_microservice: true
  title: 'terraform-hcloud-dualstack-k8s: Hetzner Dual-Stack Kubernetes Cluster'
https://github.com/timothystewart6/k3s-ansible:
  description: ''
  addition_method: manual
  content_hash: 02acceabb8aeee9be206c607afcb185bc810ef7904fdd7612ae730897360e1ab
  gh_license: Apache-2.0
  gh_pushed: '2026-01-07T21:31:59Z'
  gh_stars: 2986
  health_score: 100.0
  last_checked: 1779130494.956468
  needs_ai_refresh: true
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2024'
  stars: 4
  ai_summary: Curator Insight highlights k3s-ansible as a widely adopted playbook
    for HA K3s deployments. Live grounding in 2026 shows that while still highly useful
    for bare-metal home labs and edge clusters, active maintainer shifts require users
    to cross-verify configuration options against newer Ansible collections. It remains
    a reliable solution for provisioning multi-master etcd setups and edge nodes.
  language: YAML
  resource_type: Code Repository
  complexity: Medium
  hierarchy:
  - Edge Computing
  - Kubernetes Orchestration
  - Ansible Automation
  is_microservice: false
  title: techno-tim/k3s-ansible
https://github.com/tinyzimmer/gst-pipeline-operator:
  description: ''
  addition_method: manual
  content_hash: 9a02e4c95ce0e93006d98ef9c4c45387a3c10e6cc8b40f1e21c87cc224e715a5
  gh_license: Apache-2.0
  gh_pushed: '2021-01-27T06:05:57Z'
  gh_stars: 24
  health_score: 100.0
  last_checked: 1779030605.59328
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2023'
  ai_summary: A highly specialized operator configured to execute GStreamer audio/video
    pipelines inside clusters, scaling media ingestion, processing topologies, and
    delivery channels dynamically.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Media
  - Streaming
  - Video Processing
  - Operators
  is_microservice: false
  title: 'gst-pipeline-operator: A Kubernetes operator for running audio/video processing''
    pipelines'
https://github.com/tinyzimmer/k3p:
  description: ''
  addition_method: manual
  content_hash: 2f78a93a8a7d2b2d14dad76ac8bc622d479a9c4d2c9c9a2612c2c6217113b1a6
  gh_license: Apache-2.0
  gh_pushed: '2021-01-25T06:53:22Z'
  gh_stars: 13
  health_score: 100.0
  last_checked: 1779033795.593011
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: '2021'
  ai_summary: A lightweight community helper tool designed to easily spin up and destroy
    transient K3s test structures inside local engineering environments or automated
    CI pipelines.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Edge & IoT
  - Cluster Provisioning
  - Custom Bootstrappers
  is_microservice: false
  title: tinyzimmer/k3p
https://github.com/tinyzimmer/kvdi:
  addition_method: manual
  content_hash: 468aa7b334cee8e4586bb0736eff4002678622a00381dad2e282dd6d328ad9ff
  description: ''
  health_score: 100.0
  last_checked: 1779033343.322823
  stars: 0
  title: kVDI
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/tldrsec/awesome-secure-defaults:
  description: ''
  addition_method: manual
  content_hash: 4252f6b69440bce70e5dfcff69c0343efb3f060481b77711d8b7683944728777
  health_score: 100.0
  last_checked: 1781736123.200117
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A targeted compilation of frameworks, libraries, and coding practices
    designed to enforce secure-by-default software architectures. It shifts the burden
    of security from user discipline to systemic platform design. Highly useful for
    architects trying to mitigate OWASP Top 10 vulnerabilities natively within application
    codebases.
  language: N/A
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Security
  - Development
  - Defaults
  is_microservice: false
  title: github.com/tldrsec/awesome-secure-defaults
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/tlkamp/terraform-provider-validation:
  description: ''
  addition_method: manual
  content_hash: 18cf34ba9a0008831827526789e7c41278969db7d1c8ba0eed23433649716cec
  gh_license: MPL-2.0
  gh_pushed: '2024-08-10T17:27:13Z'
  gh_stars: 42
  health_score: 100.0
  last_checked: 1779031541.795863
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2022'
  ai_summary: An auxiliary custom validation provider that provides functions to run
    assertions, validate string constraints, and execute advanced checks before Terraform
    proceeds to infrastructure application phases.
  language: Go
  resource_type: Provider
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Data Validation
  - Providers
  is_microservice: false
  title: 'github.com/tlkamp/terraform-provider-validation: Validation Provider'
https://github.com/tmobile/magtape:
  description: ''
  addition_method: manual
  content_hash: c1b71021d8fc72172f1cd3c5133be94943b8997b26dda2ed44afa39c81041cc0
  gh_license: Apache-2.0
  gh_pushed: '2024-04-24T21:10:25Z'
  gh_stars: 152
  health_score: 100.0
  last_checked: 1779033187.732372
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/securityascode.md
  v2_locations:
  - kubernetes-tools.md
  - securityascode.md
  year: '2022'
  ai_summary: An admission controller developed by T-Mobile that evaluates resources
    against organizational policy constraints during creation. Written in Node.js,
    it offered a lightweight alternative to OPA for specific JSON schema validations.
    By 2026, it has been largely archived, with developers migrating to Gatekeeper
    or Kyverno.
  language: JavaScript
  resource_type: Admission Controller
  complexity: Medium
  hierarchy:
  - Security
  - Policy Enforcement
  - Admission Control
  is_microservice: true
  title: MagTape
https://github.com/toboshii/hajimari:
  description: ''
  addition_method: manual
  content_hash: 06b94c714cf4b146adff9f71da77a04a627878cf8d0a105017cb73027b7e45ed
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T19:47:16Z'
  gh_stars: 822
  health_score: 100.0
  last_checked: 1779029119.115262
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Hajimari is an elegant, highly customizable homepage and service directory
    engineered for self-hosted Kubernetes environments. By automatically parsing active
    Ingress annotations, it creates a unified portal interface for internal services
    and dev environments.
  language: Go
  resource_type: Web UI
  complexity: Intermediate
  hierarchy:
  - Operations
  - Visualization
  - Dashboard
  is_microservice: true
  title: toboshii/hajimari
https://github.com/todaywasawesome/atomic-cluster:
  description: ''
  addition_method: manual
  content_hash: 3990a1676712391118d3bb52d3ba967e4f5ed4d9afb6050dfcb569058fb13388
  health_score: 100.0
  last_checked: 1781735910.623388
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: An experimental framework built to explore deployment lifecycles of
    highly compact, ephemeral Kubernetes engines at the edge. Optimizes cluster-state
    storage engine footprints and reduces node bootstrapping overhead for edge nodes
    and rapid local testing setups.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Edge Computing
  - Minimalist Clusters
  is_microservice: false
  title: 'todaywasawesome/atomic-cluster: The Atomic Cluster'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/todaywasawesome/oss-apps:
  description: ''
  addition_method: manual
  content_hash: 4fa85bcb8665e483db0681692a8b49d51e78e6baea0d2fefe10b7ebcf2f337a5
  health_score: 100.0
  last_checked: 1781735910.824345
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: 'A collection of production-ready, open-source application stack blueprints
    formatted for modern container and cloud platform environments. (Live Grounding:
    Serves as a reference baseline for application engineers evaluating functional
    cloud-native topologies).'
  language: YAML/Helm
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Application Development
  - Open Source Software
  - Reference Implementations
  is_microservice: true
  title: 'todaywasawesome/oss-apps: OSS Applications'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/tokarev-artem/auto-ec2-setup:
  description: ''
  addition_method: manual
  content_hash: 10346f3bf6404a2931ed534b7b4f3b057410f0a378cc342f7d4d9262aa5b5679
  health_score: 100.0
  last_checked: 1781736233.517702
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: A minimal, highly focused repository designed to quickly bootstrap and
    configure EC2 instances via Terraform. Uses automated cloud-init configuration
    files to deploy runtime software stacks instantly upon boot.
  language: HCL
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Compute & Serverless
  is_microservice: false
  title: github.com/tokarev-artem/auto-ec2-setup
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/tom-256/ansible-awx-packer:
  description: ''
  addition_method: manual
  content_hash: 04751b2261fe8913910d78df5d46f11492e078b0b7660220c0020e3e8707e3ef
  health_score: 100.0
  last_checked: 1781735865.90057
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: '2020'
  ai_summary: An inactive HashiCorp Packer template configured to compile machine
    images with Ansible AWX pre-installed. Represents vintage configuration patterns
    before the containerized, operator-managed microservices architecture became the
    default delivery method.
  language: HCL
  resource_type: Source Code
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Packer
  - Machine Images
  is_microservice: false
  title: github.com/tom-256/ansible-awx-packer
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/tomhuang12/awesome-k8s-resources:
  description: ''
  addition_method: manual
  content_hash: 5acdafea400c9d5ecf18db7776ccdb79a9cd7ea2c50db5e7de83793d5b4a91d4
  gh_license: CC0-1.0
  gh_pushed: '2025-05-20T14:54:06Z'
  gh_stars: 4161
  health_score: 100.0
  last_checked: 1779032077.257612
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: An exceptional index featuring top-tier educational materials, reference
    setups, architectural slides, and video tutorials on Kubernetes operations. Designed
    to help SREs and cloud architects gain advanced master-level understanding of
    orchestration internals.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Curation
  - Awesome Lists
  - Kubernetes
  is_microservice: false
  title: '==tomhuang12: Awesome Kubernetes Resources=='
  is_special: true
https://github.com/tommeramber/ocp-automations:
  description: ''
  addition_method: manual
  content_hash: 47ac144b55fb5e58ada327ec610aa1a96a6c3065c41f628a8e2060b90235324d
  health_score: 100.0
  last_checked: 1781736123.151273
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2021'
  ai_summary: A community repository of automation playbooks and scripts designed
    to streamline configuration, security hardening, and deployment procedures across
    diverse OpenShift Container Platform clusters.
  language: Shell
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Automation
  - Ansible
  is_microservice: false
  title: tommeramber/ocp-automations
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/tomnomnom/gron:
  description: ''
  addition_method: manual
  ai_summary: A CLI utility that flattens JSON documents into raw path-assignment
    patterns. Simplifies schema manipulation by allowing developers to query and filter
    JSON structures directly with classic grep, awk, or sed commands.
  complexity: Low
  content_hash: b6c2204a36ada475f9bfec943b71e1d65d527102b0aded6c91e8d013a6eb7590
  gh_license: MIT
  gh_pushed: '2025-05-31T15:00:47Z'
  gh_stars: 14456
  health_score: 100.0
  hierarchy:
  - Developer Workspace
  - Command-Line Tooling
  - JSON & YAML Manipulators
  is_microservice: false
  language: Go
  last_checked: 1779031796.78935
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2025'
  title: "github.com/tomnomnom/gron \U0001F31F"
  is_special: true
https://github.com/tomwechsler/HashiCorp_Certified_Terraform_Associate:
  description: ''
  addition_method: manual
  content_hash: 1bbbc75164c82f5a9a1e427c4b5eefcc847aa44e2b18c30924f9c5135acf6c37
  health_score: 100.0
  last_checked: 1781736235.214005
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: 'This laboratory and practice repository contains practical resources
    for preparing for the HashiCorp Certified: Terraform Associate syllabus. It provides
    direct exposure to essential state management commands and variable configuration
    setups through reproducible workspace examples.'
  language: HCL
  resource_type: Reference Implementation
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Certifications
  - Terraform Associate
  is_microservice: false
  title: tomwechsler/HashiCorp_Certified_Terraform_Associate
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/toniblyx/my-arsenal-of-aws-security-tools:
  description: ''
  addition_method: manual
  content_hash: de94c9d57468f9afb9c3fb089284b8905d2ee86b39c0430f3400a19fc683f2e5
  gh_license: Apache-2.0
  gh_pushed: '2026-04-17T13:45:09Z'
  gh_stars: 9458
  health_score: 100.0
  last_checked: 1779030852.078229
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An exceptional collection of open-source security tools, auditing frameworks,
    and penetration testing scripts specifically curated for AWS environments. It
    includes foundational systems for IAM scanning, network path analysis, and continuous
    compliance. This repository is widely recognized by security teams as a must-have
    resource for AWS vulnerability assessments.
  language: N/A
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Cloud Security
  - AWS
  - SecOps
  is_microservice: false
  title: github.com/toniblyx/my-arsenal-of-aws-security-tools
  is_special: true
https://github.com/topics/gitops:
  description: ''
  addition_method: manual
  content_hash: b95552aeb95693ca8c3d04ee9caa28db22be0f6fa352e918426db82393c4e594
  health_score: 100.0
  last_checked: 1781736235.27994
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  - index.md
  year: '2026'
  ai_summary: A dynamically aggregated index of GitOps-related source code repositories
    and tooling hosted on GitHub. It connects engineers to reconciliation agents,
    helper plugins, and template engines. It serves as a great source for discovering
    emerging, community-driven deployment automation utilities.
  language: Go
  resource_type: Open Source Index
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - Source Code
  is_microservice: true
  title: "==github.com/topics/gitops== \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/topics/yaml-processor:
  description: ''
  addition_method: manual
  ai_summary: A curated GitHub topic index tracking popular open-source YAML parsers,
    processors, and linters. It acts as a helpful starting point for developers looking
    for specialized CLI libraries, Python engines, and IDE validation tools.
  complexity: beginner
  content_hash: e88e3f74875008020a7018e9f33194dff6953eb4fab4a4aba39ae094048c0d12
  health_score: 100.0
  hierarchy:
  - Configuration Management
  - YAML Processing
  - Tooling Catalog
  is_microservice: false
  language: N/A
  last_checked: 1781736180.919184
  needs_ai_refresh: true
  resource_type: documentation
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2022'
  title: github.com/topics/yaml-processor
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/topolvm/pvc-autoresizer:
  description: ''
  addition_method: manual
  content_hash: b4f20c7708f1c411842092ae28c91d4884bc40ff87237a989c2c5ea7a1e95021
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T05:41:31Z'
  gh_stars: 398
  health_score: 100.0
  last_checked: 1779031540.20149
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Pvc-autoresizer dynamically expands PVC capacities before they hit threshold
    limits. By monitoring Prometheus volume metrics and modifying API descriptors
    on the fly, it prevents disk exhaustion failures automatically.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Storage
  - Volume Management
  - Capacity Management
  is_microservice: true
  title: pvc-autoresizer
https://github.com/towardsthecloud/cloudburn:
  description: ''
  addition_method: manual
  content_hash: be89f14b1199276bf0dadec18444513e5ce19deb23b8a3dc40b4b8b1f96e3b48
  gh_license: Apache-2.0
  gh_pushed: '2026-04-09T11:47:52Z'
  gh_stars: 1765
  health_score: 100.0
  last_checked: 1779031231.480354
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws.md
  - docs/devops.md
  - docs/finops.md
  v2_locations:
  - finops.md
  - aws.md
  - devops.md
  year: '2024'
  ai_summary: Introduces Cloudburn, an open-source command-line tool designed to audit
    AWS resource groups. By using declarative policies, it alerts teams to idle resources,
    non-standard instance types, and unassigned Elastic IPs to keep real-world deployments
    within budget limits.
  language: Go
  resource_type: GitHub Repository
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - AWS Optimization
  - Policy Engines
  is_microservice: false
  title: 'Cloudburn: An Open-Source Policy Engine for AWS Spending'
https://github.com/trimstray/test-your-sysadmin-skills:
  description: ''
  addition_method: manual
  ai_summary: An intensive, community-driven collection of system administration questions
    covering Linux kernel parameters, networking, security controls, and CI/CD pipelines.
    Curator Insight flags it as an essential baseline framework. Live Grounding notes
    that while static, it remains a fantastic benchmarking schema.
  complexity: Intermediate
  content_hash: c40b7f77bf9281f6edfc80ff1582d0f7cd4841fef91e8a0443a2d83b13487fa7
  gh_license: MIT
  gh_pushed: '2024-11-19T14:07:11Z'
  gh_stars: 11657
  health_score: 100.0
  hierarchy:
  - Infrastructure & Operations
  - System Administration
  - Interview Prep
  is_microservice: false
  language: Shell
  last_checked: 1779032780.439148
  needs_ai_refresh: true
  resource_type: Repository
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/linux.md
  - docs/other-awesome-lists.md
  v2_locations:
  - linux.md
  - other-awesome-lists.md
  year: '2018'
  title: ==trimstray/test-your-sysadmin-skills==
  is_special: true
https://github.com/trimstray/the-book-of-secret-knowledge:
  description: ''
  addition_method: manual
  content_hash: 7a9824a2bd59525ff7107cc1756f06d7d7a674f3ed9956973b87f31c0fa933f0
  gh_license: MIT
  gh_pushed: '2024-11-19T14:00:38Z'
  gh_stars: 228298
  health_score: 100.0
  last_checked: 1779033592.347755
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2023'
  ai_summary: A massive, high-density repository of DevOps command cheatsheets, diagnostic
    scripts, network testing algorithms, and configuration templates. Highly useful
    for site reliability engineers performing active cluster incident responses and
    systems troubleshooting under pressure.
  language: Markdown
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Curation
  - Cheat Sheets
  - DevOps
  is_microservice: false
  title: "The Book of Secret Knowledge \U0001F31F"
  is_special: true
https://github.com/trisberg/spring-petclinic:
  description: ''
  addition_method: manual
  content_hash: 43baa4392328322cd370b17e6eb8505929c853e87c2ff3680d81a621a7d2bc91
  gh_license: Apache-2.0
  gh_pushed: '2023-10-10T17:46:57Z'
  gh_stars: 0
  health_score: 100.0
  last_checked: 1779032383.762224
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: A specific fork's branching model implementing Knative and serverless
    attributes onto the Spring Petclinic application. Showcases scale-to-zero configurations
    and event-driven architectures running on top of Kubernetes.
  language: Java
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Serverless Architectures
  - Knative
  - Spring Boot
  is_microservice: false
  title: ref 9 - I have a branch that adds Docker, Kubernetes and Knative into the
    mix - planning on submitting a PR at some point
https://github.com/trstringer/kubectl-example:
  description: ''
  addition_method: manual
  content_hash: 30b813372ccbb846c5ce74fcaee25ca7092f9a613c83807f269030827f9d8735
  gh_license: NOASSERTION
  gh_pushed: '2023-02-20T13:29:22Z'
  gh_stars: 13
  health_score: 100.0
  last_checked: 1779034084.833611
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2026'
  ai_summary: A reference repository providing curated template patterns and concrete
    command-line configurations for common 'kubectl' usage patterns. Designed to shorten
    the ramp-up time for operators, it acts as a declarative cheat-sheet for state
    transitions and diagnostic queries.
  language: Go
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Kubernetes
  - CLI & Debugging
  is_microservice: false
  title: github.com/trstringer/kubectl-example
https://github.com/tsenart/vegeta:
  description: ''
  addition_method: manual
  ai_summary: Vegeta is an incredibly fast, highly optimized command-line HTTP load-testing
    tool and library written in Go. From an architectural perspective, it excels at
    maintaining a constant request rate (RPS) to pinpoint precisely when and where
    services break down, generating highly customizable text or vector graphic reports.
  complexity: Intermediate
  content_hash: c6d5ec0010812fadfa733df494f24d2475847713da40cfb7e5a9afa09b0a25bb
  gh_license: MIT
  gh_pushed: '2026-02-16T14:07:07Z'
  gh_stars: 25067
  health_score: 100.0
  hierarchy:
  - Testing
  - Performance Testing
  - Vegeta
  is_microservice: false
  language: Go
  last_checked: 1779031103.865072
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: '2025'
  title: "tsenart/vegeta \U0001F31F"
https://github.com/tutorialworks/pipeline-library-demo:
  description: ''
  addition_method: manual
  content_hash: 35bfb0c2216ed6d04ca932e28b0f9c73bd0bd5058328ceceb51a42bef87ca6b9
  health_score: 100.0
  last_checked: 1781735911.064587
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  stars: 0
  ai_summary: Reference repository demonstrating the architectural setup of reusable
    Jenkins Shared Libraries. Emphasizes centralizing redundant tasks (like Slack
    messaging and build wrappers) to keep multi-repo setups clean.
  language: Groovy
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - DevSecOps & Automation
  - Jenkins-based CI-CD
  - Jenkins Shared Libraries
  is_microservice: false
  title: "github.com/monodot/pipeline-library-demo \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/twintproject/twint:
  description: ''
  addition_method: manual
  content_hash: 68eb5a98642fab7142087dba546a0568cefe4f347326a555256723ab8c934c68
  gh_license: MIT
  gh_pushed: '2023-02-23T13:58:09Z'
  gh_stars: 16383
  health_score: 100.0
  last_checked: 1779032224.140368
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: '2023'
  ai_summary: Curator Insight highlights Twint as an advanced tool designed to extract
    social datasets without API authentication. Live Grounding confirms that due to
    aggressive structural mutations and API restrictions on Twitter/X, Twint is largely
    non-functional, serving as an indicator of the end of unauthenticated scrapers.
  language: Python
  resource_type: Library / Tool
  complexity: Advanced
  hierarchy:
  - Cybersecurity
  - OSINT
  - Social Media Mining
  is_microservice: false
  title: TWINT - Twitter Intelligence Tool
https://github.com/txn2/kubefwd:
  description: ''
  addition_method: manual
  content_hash: 37e2cd9b04ccf9b31f68d3cc050ac9f80111b44638b5d59238242957bb23ebfc
  gh_license: Apache-2.0
  gh_pushed: '2026-06-09T22:50:36Z'
  gh_stars: 4119
  health_score: 100.0
  last_checked: 1779030976.013981
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Kubefwd is an advanced CLI tool that forwards bulk ports from multi-namespace
    Kubernetes services straight to a local workstation, mapping loopback IP addresses
    to local DNS names in /etc/hosts. This permits developers to run local integration
    workflows against actual remote cluster dependencies seamlessly, bypassing complex
    ingress or VPN settings.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Developer Experience
  - Networking
  - Port Forwarding
  is_microservice: false
  title: ==txn2/kubefwd==
https://github.com/typescript-cheatsheets/react:
  description: ''
  addition_method: manual
  content_hash: 6ff545935398c8b9cb2c9265f6cfacd220e3164ec310c8348e2ff55c0cc9ecd4
  gh_license: MIT
  gh_pushed: '2026-05-29T19:52:44Z'
  gh_stars: 47065
  health_score: 100.0
  last_checked: 1779032798.384704
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2026'
  ai_summary: The premier open-source guide for integrating React with TypeScript
    securely. Resolves complex enterprise type-safety challenges, targeting typed
    props, generic components, hook lifecycles, and advanced context configurations.
  language: TypeScript
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Frontend Development
  - Frameworks
  - React & TypeScript
  is_microservice: false
  title: React+TypeScript Cheatsheets
https://github.com/ua-nick/Data-Structures-and-Algorithms:
  addition_method: manual
  ai_summary: Provides clear native Go implementations of foundational data structures
    and computer science algorithms. Excellent reference code for technical optimization
    tasks. [SPANISH CONTENT]
  complexity: Advanced
  content_hash: 4a1b4883647be04f84cce064fd6a5cca5c3471e9a80e22717a97869481956907
  description: ''
  gh_license: MIT
  gh_pushed: '2024-05-10T19:40:23Z'
  gh_stars: 2773
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Core Reference
  is_microservice: false
  language: es
  last_checked: 1779130494.954145
  needs_ai_refresh: true
  resource_type: Repository
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  - '[LEGACY]'
  title: '==github.com/paliimx: Data Structures and Algorithms implementation in Go=='
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: '2020'
https://github.com/ualter/awsbe-site:
  description: ''
  addition_method: manual
  content_hash: 888cd10400fc279d2f1845f4949a0d541342a79e8501e2adb64da79264eda994
  health_score: 100.0
  last_checked: 1781735877.854928
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2023'
  ai_summary: AwsBe is a dedicated backend development mockup tool aimed at accelerating
    testing of AWS CLI and API-driven clients. It reduces dependency on direct AWS
    connections for dev feedback loops, enhancing local workspace efficiency. Highly
    valuable for staging environments seeking rapid mocking configurations.
  language: Rust
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Local Development
  is_microservice: false
  title: 'github.com/ualter: AwsBe'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/uber/kraken:
  description: ''
  addition_method: manual
  ai_summary: Uber's peer-to-peer (P2P) Docker registry designed for ultra-high-throughput
    image distribution in highly distributed, large-scale container cluster environments.
    Real-world grounding shows this project is archived and legacy, with the industry
    shifting toward CNCF Dragonfly. It remains a historical reference for complex
    peer-to-peer registry orchestration patterns.
  complexity: Advanced
  content_hash: 31ed194cf67cc22bc6aa3766dd5402720a8b2bb64dc4cb9718ffa19873242572
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T15:37:44Z'
  gh_stars: 6699
  health_score: 100.0
  hierarchy:
  - Container Management
  - P2P Container Distribution
  - Kraken
  is_microservice: false
  language: Go
  last_checked: 1779031393.4221
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: '2024'
  title: uber/kraken
https://github.com/unagex/kondense:
  description: ''
  addition_method: manual
  content_hash: 9a33404e5719a240f24a1c99c34b6cd307d1589ef3c7a993be7b3a36d795ad87
  gh_license: GPL-3.0
  gh_pushed: '2024-11-05T04:02:08Z'
  gh_stars: 368
  health_score: 100.0
  last_checked: 1779031397.253627
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes.md
  year: '2023'
  ai_summary: 'Kondense is an open-source, lightweight auto-tuning utility for Kubernetes.

    - Runs asynchronously to analyze workload consumption and dynamically update resource
    definitions.

    - Aims to reduce idle node overhead with minimal configuration.'
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Automation & Tools
  - Rightsizing Tools
  is_microservice: false
  title: "kondense \U0001F31F"
https://github.com/unitypark/aws-serverless-demos:
  description: ''
  addition_method: manual
  content_hash: dd7ebe29eac8c72b61a5fda9a104202c5896c457feb4527780544ba90f5d59de
  health_score: 100.0
  last_checked: 1781735921.128675
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: A playground containing several serverless infrastructure designs compiled
    via AWS CDK. Serves as reference implementations for combining DynamoDB, API Gateway,
    and Lambda.
  language: TypeScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Serverless Architectures
  - AWS Serverless
  - Cloud-Native Demo
  is_microservice: false
  title: github.com/unitypark/aws-serverless-demos
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/unitypark/aws-serverless-demos/tree/main/serverless-web-hosting/cloudfront-http-api-cognito:
  addition_method: manual
  content_hash: dedb9c69693ec93c671fc05ffea3bc0409b3ded53882a490efca7d6e1130c36d
  description: ''
  health_score: 100.0
  last_checked: 1779030335.722516
  needs_ai_refresh: true
  stars: 0
  title: 'github.com/unitypark: AWS Serverless Demos - cloudfront-http-api-cognito'
  v1_locations:
  - docs/demos.md
  year: N/A
https://github.com/unixorn/awesome-zsh-plugins:
  description: ''
  addition_method: manual
  content_hash: 5bc3f053f69bd75111b467e5643d3410f0a2e5d681cbbb00eeb91dd91b5e9eef
  gh_license: BSD-3-Clause
  gh_pushed: '2026-06-13T16:12:57Z'
  gh_stars: 17762
  health_score: 100.0
  last_checked: 1779029507.787289
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An extensive index of Zsh themes, performance plugins, and CLI integrations
    designed to improve operational throughput. Streamlines developer environment
    workflows, integrating native shell helpers for Kubernetes, Git, and Docker operations.
  language: Markdown
  resource_type: Awesome List
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Developer Productivity
  - Shell Ecosystems
  is_microservice: false
  title: unixorn/awesome-zsh-plugins
  is_special: true
https://github.com/unxsist/jet-pilot:
  description: ''
  addition_method: manual
  ai_summary: An open-source desktop client designed for rapid cluster inspection
    and diagnosis. Features specialized diagnostic tools to track real-time pod failures,
    trace internal network routes, and analyze real-time container event logs.
  complexity: Intermediate
  content_hash: 4043a8a110577ec40f5e5e13440e3a8f6966f1986e0c8005ae3ba3190df6dad8
  gh_license: MIT
  gh_pushed: '2026-03-09T18:34:55Z'
  gh_stars: 624
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Desktop Client
  is_microservice: false
  language: TypeScript
  last_checked: 1779033579.660045
  needs_ai_refresh: true
  resource_type: Repository
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: '2024'
  title: github.com/unxsist/jet-pilot
https://github.com/up9inc/mizu:
  addition_method: manual
  content_hash: af2af430c1693288f10e0ac9c2e9d3c4514537ef5bc0e169d16ac18ab5c358b6
  description: ''
  health_score: 100.0
  last_checked: 1779030574.924435
  stars: 0
  title: ==up9inc/mizu==
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/upbound/platform-ref-multi-k8s:
  description: ''
  addition_method: manual
  ai_summary: A blueprint repository illustrating standard compositions and platform-ref
    layouts for deploying multi-cloud Kubernetes clusters using Crossplane. Provides
    direct, working configurations for credential partitioning, identity federation,
    and modular configuration hierarchies that conform to the Upbound control plane
    architecture.
  complexity: Advanced
  content_hash: d9ec688cbd0cfad5ca5cba779b3a6e382e5b86f567e5a1ac91d49eaf29f0122b
  gh_license: Apache-2.0
  gh_pushed: '2026-02-09T19:39:18Z'
  gh_stars: 66
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Control Planes
  - Crossplane
  - Reference Architectures
  is_microservice: false
  language: YAML
  last_checked: 1779032182.43422
  needs_ai_refresh: true
  resource_type: Code Repository
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/crossplane.md
  v2_locations:
  - crossplane.md
  year: '2023'
  title: 'upbound/platform-ref-multi-k8s: Upbound''s reference platform for multi-cloud''
    Kubernetes with Crossplane'
https://github.com/updatecli/updatecli:
  description: ''
  addition_method: manual
  content_hash: a0ddaa815b7eb5748af02f8a3b557813abe23e8df6b176936284569da780320d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T12:48:15Z'
  gh_stars: 930
  health_score: 100.0
  last_checked: 1779029148.0778
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Updatecli is a declarative dependency management engine designed to
    automate updates across infrastructure manifests and Dockerfiles. It uses configuration
    files to track external sources (like GitHub releases) and apply updates to Git
    targets. It reduces manual maintenance chores in GitOps repositories.
  language: Go
  resource_type: CLI Tool / Agent
  complexity: Intermediate
  hierarchy:
  - GitOps & Delivery
  - Dependency Management
  - Automated Workflows
  is_microservice: false
  title: github.com/updatecli/updatecli
https://github.com/upgundecha/howtheysre:
  description: ''
  addition_method: manual
  content_hash: 6b98956605a909afb281d43770967a5be99c3ad0f098b1b5b98599b6f50ba798
  gh_license: CC0-1.0
  gh_pushed: '2025-11-17T18:57:19Z'
  gh_stars: 9731
  health_score: 100.0
  last_checked: 1779032820.212133
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An invaluable reference listing real-world operational workflows from
    major software companies. Provides technical insights into telemetry design, high-concurrency
    database setups, cluster failovers, and on-call team topologies.
  language: Markdown
  resource_type: Reference Guide
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Site Reliability Engineering
  - Case Studies
  is_microservice: false
  title: How they SRE
  is_special: true
https://github.com/upmc-enterprises/registry-creds:
  description: ''
  addition_method: manual
  content_hash: 8ba4416b0bc3d48227f381a062644c3aa306db2f4817dc18dc0d612c2e391543
  gh_license: NOASSERTION
  gh_pushed: '2023-07-31T12:30:03Z'
  gh_stars: 348
  health_score: 100.0
  last_checked: 1779032950.492758
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: Registry Credentials is a Kubernetes controller designed to propagate
    private container registry secrets across multiple namespaces dynamically. It
    automates credential synchronization for AWS ECR, GCP GCR, and custom Docker registries,
    resolving pull secret distribution friction.
  language: Go
  resource_type: Controller
  complexity: Intermediate
  hierarchy:
  - Security
  - Secret Management
  - Image Registry
  is_microservice: true
  title: 'upmc-enterprises/registry-creds: Registry Credentials ⭐'
https://github.com/utilitywarehouse/kube-applier:
  description: ''
  addition_method: manual
  content_hash: ce9dbbb85e131a172a2e3272861cceac1462b0c6081daad29da53a3b4edf25c6
  gh_license: Apache-2.0
  gh_pushed: '2026-05-19T11:40:18Z'
  gh_stars: 28
  health_score: 100.0
  last_checked: 1779031226.851676
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2016'
  ai_summary: A declarative GitOps loop utility that periodically reads configurations
    from a Git host and applies them directly. Kube-applier serves as a lightweight,
    historical predecessor to larger systems like ArgoCD.
  language: Go
  resource_type: GitOps Controller
  complexity: Intermediate
  hierarchy:
  - GitOps & Configuration
  - Continuous Deployment
  - Declarative GitOps
  is_microservice: false
  title: utilitywarehouse/kube-applier
https://github.com/utterance/utterances:
  addition_method: manual
  content_hash: 8c4d9e9280c3dca2018dd510df103e0bbfdddc5cb9fdf23ac92ad30282bc9282
  health_score: 100.0
  last_checked: 1779033019.971416
  v1_locations:
  - docs/git.md
https://github.com/vbouchaud/k8s-ldap-auth:
  addition_method: manual
  content_hash: 277c5ddfa6aff857e9279d3f6abfda4c5c77aa768b96739fe9b713184524c666
  description: ''
  health_score: 100.0
  last_checked: 1779032457.713537
  stars: 0
  title: vbouchaud/k8s-ldap-auth
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/vchinnipilli/kubestriker:
  description: ''
  addition_method: manual
  content_hash: e55f13d800b10c97bf50c73f1e1989ac7c70e2ab10ca65f36419769c0286115e
  gh_license: Apache-2.0
  gh_pushed: '2024-04-06T11:34:17Z'
  gh_stars: 1003
  health_score: 100.0
  last_checked: 1779030052.612226
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: A dedicated pentesting tool designed to audit, explore, and report vulnerabilities
    inside Kubernetes environments. It probes misconfigured webhooks, open API endpoints,
    and insecure ports to locate potential compromise vectors. Essential for red-teaming
    exercises.
  language: Python
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Networking & Security
  - Vulnerability Scanning
  - Pentesting
  is_microservice: false
  title: "kubestriker \U0001F31F"
https://github.com/veggiemonk/awesome-docker:
  description: ''
  addition_method: manual
  content_hash: 7f56cb78ef8ebf36cc286fffaa4fc12b4e68609342e0f810ea05e3cf3551bfa5
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T09:44:52Z'
  gh_stars: 36214
  health_score: 100.0
  last_checked: 1779030658.78896
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  - docker.md
  year: '2025'
  ai_summary: The premier community directory compiling top-tier runtimes, base images,
    build extensions, registries, and runtime protection systems. An indispensable
    reference manual for Cloud Native architects.
  language: N/A
  resource_type: repository
  complexity: Beginner
  hierarchy:
  - Containers
  - Curation
  - Reference Frameworks
  is_microservice: false
  title: "Awesome Docker \U0001F31F"
  is_special: true
https://github.com/velero-io/velero:
  description: ''
  addition_method: manual
  content_hash: d5ae04bd0672ae5a9bad5255c2d129a796af52aff3371e337b1ba7dced637c05
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T02:14:04Z'
  gh_stars: 10062
  health_score: 100.0
  last_checked: 1779130494.969383
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  - docs/ocp4.md
  v2_locations:
  - kubernetes-backup-migrations.md
  - ocp4.md
  year: '2026'
  stars: 5
  ai_summary: Velero is the standard open-source utility for safely backing up and
    restoring entire Kubernetes cluster structures and persistent volumes. Deeply
    integrates with both raw cloud APIs and file-level utilities like Kopia and Restic.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Protection
  - Kubernetes Backup Operators
  is_microservice: true
  title: github.com/vmware-tanzu/velero
https://github.com/venkateshk111/terraform-beginners-guide:
  description: ''
  addition_method: manual
  content_hash: d0b84dd3a19688a5a5ababf4fb8c9affb4f1a2c41cdf1df2617899ffb893a80f
  gh_license: MIT
  gh_pushed: '2026-01-09T05:33:03Z'
  gh_stars: 107
  health_score: 100.0
  last_checked: 1779034580.475804
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: A structured, accessible community repository offering clear code snippets,
    common commands, and hands-on scenarios designed to accelerate early learning
    curves for DevOps engineers adopting HashiCorp Terraform.
  language: HCL
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - Beginner Blueprints
  is_microservice: false
  title: "==github.com/venkateshk111/terraform-beginners-guide== \U0001F31F"
https://github.com/vetyy/helm-ecr:
  description: ''
  addition_method: manual
  content_hash: 3e7e7221a056185382cb7644fcca5c1c3dac522b15458a0fa17a4fb5ea5d7a3f
  gh_license: MIT
  gh_pushed: '2023-03-07T03:45:27Z'
  gh_stars: 24
  health_score: 100.0
  last_checked: 1779033770.933665
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: A legacy helper tool designed to authenticate Helm and local installations
    with AWS Elastic Container Registry (ECR). Native Helm 3 OCI capabilities and
    integrated AWS IRSA have made direct external credential management tools obsolete.
  language: Shell
  resource_type: Helper Script
  complexity: Simple
  hierarchy:
  - Security & Identity
  - Authentication & Authorization
  - Image Registry Creds
  is_microservice: false
  title: "helm-ecr \U0001F31F"
https://github.com/viaduct-ai/kustomize-sops:
  description: ''
  addition_method: manual
  content_hash: 91e309cf0c5aa3e3cceceab84e46c7816495a889b9c7967a3278613a9ee9abd4
  gh_license: Apache-2.0
  gh_pushed: '2026-04-14T03:42:39Z'
  gh_stars: 836
  health_score: 100.0
  last_checked: 1779033130.230065
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An open-source generator and transformer plugin that natively integrates
    Mozilla SOPS into Kustomize workflows. It resolves the problem of committing sensitive
    plaintext files by decrypting configuration values on-the-fly inside deployment
    cycles.
  language: Go
  resource_type: Kustomize Plugin
  complexity: Intermediate
  hierarchy:
  - GitOps & Configuration
  - Secret Management
  - Kustomize Extensions
  is_microservice: false
  title: viaduct-ai/kustomize-sops
https://github.com/viatsko/awesome-vscode:
  description: ''
  addition_method: manual
  content_hash: f51abc78c6867afc4cbfb7557e5e61c4193f50577da46bb7199dca850c6b8046
  gh_license: CC0-1.0
  gh_pushed: '2024-06-21T09:46:41Z'
  gh_stars: 28747
  health_score: 100.0
  last_checked: 1779034132.021945
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  - docs/visual-studio.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  - visual-studio.md
  year: '2026'
  ai_summary: A massive directory of extensions, themes, and configuration recipes
    designed to turn VS Code into a productivity powerhouse. Highly relevant for cloud-native
    developers seeking extensions for Kubernetes, Terraform, Docker, and remote workspace
    development. Serves as a daily driver resource for developer enablement teams.
  language: N/A
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Developer Tools
  - IDE
  - VS Code
  is_microservice: false
  title: Awesome Visual Studio Code
  is_special: true
https://github.com/vidispine/hull:
  description: ''
  addition_method: manual
  ai_summary: The Helm Utility Library Layer (HULL) is an innovative templating library
    designed to drastically reduce boilerplate code. It allows platform engineers
    to define Kubernetes resources declaratively within JSON/YAML schemas, minimizing
    redundant YAML scripting.
  complexity: Advanced
  content_hash: f474f3988468199e315107485e8d22fd4000db98ce3340c72d85333ff26f8e6b
  gh_license: Apache-2.0
  gh_pushed: '2026-05-13T16:51:01Z'
  gh_stars: 288
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Helm Templates
  is_microservice: false
  language: Go
  last_checked: 1779034564.735345
  needs_ai_refresh: true
  resource_type: Library
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/helm.md
  - docs/kubernetes-tools.md
  v2_locations:
  - helm.md
  - kubernetes-tools.md
  year: '2025'
  title: HULL
https://github.com/vijaykedar/jenkins-setup-using-terraform:
  description: ''
  addition_method: manual
  content_hash: 9fd7a26562b9e0568889384497f9e3febd67a847d785cbdf92854431bb12cc76
  health_score: 100.0
  last_checked: 1781736232.254692
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  ai_summary: Open-source reference repository containing fully modular files to build
    and deploy active Jenkins servers on public cloud networks. Configures networking
    rules, storage buckets, and server definitions.
  language: HCL
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - Jenkins
  is_microservice: false
  title: github.com/vijaykedar/jenkins-setup-using-terraform
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/vimwiki/vimwiki:
  description: ''
  addition_method: manual
  ai_summary: 'An incredibly powerful, native Vim plugin that transforms Vim into
    a personal wiki engine. It manages plain-text files, automates list formatting,
    links diary entries, and exports to HTML dynamically. Double-Evidence: The repository
    establishes local, high-speed terminal note-taking; live grounding shows it is
    a legendary choice for terminal-based power users who value zero-latency knowledge
    capture.'
  complexity: Intermediate
  content_hash: d72fe3560fe8d53a6e3e58b66d8396abb4ab908366e7f371a3d0a7ab3acd86d2
  gh_license: NOASSERTION
  gh_pushed: '2026-04-30T18:15:10Z'
  gh_stars: 9468
  health_score: 100.0
  hierarchy:
  - Productivity
  - Text Editors
  - Vim Plugins
  is_microservice: false
  language: VimL
  last_checked: 1779029063.706034
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2024'
  title: VimWiki
https://github.com/vincentserpoul/kubench:
  description: ''
  addition_method: manual
  content_hash: 82bc92760401c2cf7d1910cbb4473bd6d418ba3ddcf258d439835a3463625de2
  gh_license: Apache-2.0
  gh_pushed: '2021-10-12T21:39:22Z'
  gh_stars: 0
  health_score: 100.0
  last_checked: 1779029121.40198
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: '2020'
  ai_summary: Orchestration framework for benchmark testing execution on Kubernetes.
    Measures cluster CPU, memory, and network performance, though currently dormant.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Benchmarking
  is_microservice: false
  title: kubench
https://github.com/vinta/awesome-python:
  description: ''
  addition_method: manual
  content_hash: aa7ca6e855edb7ada6cb90248be05e7572fde01f05c100afbcbbea728c480af8
  gh_license: NOASSERTION
  gh_pushed: '2026-06-12T04:11:12Z'
  gh_stars: 302828
  health_score: 100.0
  last_checked: 1779030529.556284
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  - docs/python.md
  v2_locations:
  - python.md
  - other-awesome-lists.md
  year: '2014'
  ai_summary: The quintessential curated directory indexing thousands of top-tier
    Python packages, libraries, frameworks, and tools across data science, web development,
    containerization, and networking.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Resource Curation
  is_microservice: false
  title: "Awesome Python \U0001F31F"
  is_special: true
https://github.com/viralpoetry/kubesurveyor:
  description: ''
  addition_method: manual
  content_hash: 228c7ac748e747f91e740e3252504ca50af675968c35204b11fefa0015e0d1de
  health_score: 100.0
  last_checked: 1781736046.742569
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A tool designed to scan and map namespaces, workloads, and running pods
    in a Kubernetes cluster, providing an overview of configuration layouts and potential
    drift. By 2026, this unmaintained project has been archived, with its core inventory
    and mapping functions fully replaced by native Prometheus/Grafana or modern platform
    engineering portal features.
  language: Go
  resource_type: CLI Tool
  complexity: Low
  hierarchy:
  - Operations
  - Observability
  - Resource Analysis
  is_microservice: false
  title: "Kubesurveyor \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/visenger/awesome-mlops:
  description: ''
  addition_method: manual
  content_hash: 74e8d0bc6f88778e87c6e2231b41a1e4504cba02393fa9be2d2502da4f7c6644
  health_score: 100.0
  last_checked: 1781736123.282704
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: A structured directory detailing operational machine learning (MLOps)
    packages, pipeline orchestrators (Kubeflow, MLflow), and feature store architectures.
    Essential for platform teams bridging data science workflows with production-grade
    Kubernetes automation frameworks.
  language: N/A
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - AI & Machine Learning
  - MLOps
  - Resources
  is_microservice: true
  title: 'visenger/awesome-mlops: Awesome MLOps'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/vitobotta/velero-notifications:
  description: ''
  addition_method: manual
  content_hash: 7b97042cdcb35fc0de9a6ce154eecbed5f4ec0b921a618e69260f00985167271
  gh_license: MIT
  gh_pushed: '2023-12-28T14:37:29Z'
  gh_stars: 36
  health_score: 100.0
  last_checked: 1779032587.42561
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  ai_summary: A specialized alerting utility designed to track and publish execution
    metrics of Velero backups. It monitors backup Custom Resources within the cluster
    to push real-time success, failure, or warning logs straight to ChatOps integrations
    including Slack, Discord, and arbitrary HTTP webhooks.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Operations & Reliability
  - Data Protection & Backup
  - Observability
  is_microservice: false
  title: vitobotta/velero-notifications
https://github.com/vivekagate/yakiapp:
  description: ''
  addition_method: manual
  ai_summary: 'An early community-built visual client for Kubernetes. *Live Grounding*:
    This project is no longer actively maintained and has been archived, but it offers
    interesting historical design schemas for lightweight cluster inspectors.'
  complexity: Intermediate
  content_hash: 175e549b01241094b70c17e5aff56537776273e0ce13feec7fbe035d4095ecb8
  gh_license: MIT
  gh_pushed: '2022-09-03T16:26:36Z'
  gh_stars: 102
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Desktop Client
  is_microservice: false
  language: JavaScript
  last_checked: 1779130495.019636
  needs_ai_refresh: true
  resource_type: Repository
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: '2022'
  title: nirops/yakiapp
https://github.com/viveksinghggits/kuui:
  description: ''
  addition_method: manual
  content_hash: 6788c7bb55f35cf572d0841ab584dac6f461ce624cb61b36426e8c941337652a
  gh_license: Apache-2.0
  gh_pushed: '2023-02-06T23:50:25Z'
  gh_stars: 18
  health_score: 100.0
  last_checked: 1779030928.325095
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An experimental visual management utility designed to make resource
    visualization intuitive. Aims to help junior developers navigate local clusters
    by listing deployments, services, and running pod instances clearly.
  language: Go
  resource_type: Web Application
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - UI Dashboards
  - Local Development
  is_microservice: false
  title: KuUI (Kubernetes UI)
https://github.com/vladimirvivien/ktop:
  description: ''
  addition_method: manual
  content_hash: a16c596f0b8d1c73a1f8e27a7f11b226c5637771f32b0bceb412119b3ede29f0
  gh_license: Apache-2.0
  gh_pushed: '2026-05-16T15:49:51Z'
  gh_stars: 1093
  health_score: 100.0
  last_checked: 1779030611.183478
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Ktop is an interactive command-line tool modeled directly after classic
    system monitoring commands like 'top' and 'htop', tailored for Kubernetes environments.
    It queries cluster APIs to provide dynamic views of node memory utilization, pod
    health, and resource request ratios. It serves as a fast, accessible option for
    developers who need quick cluster diagnostics without deploying Prometheus.
  language: Go
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Operations
  - Command Line Interfaces
  - Resource Monitoring
  is_microservice: false
  title: vladimirvivien/ktop
https://github.com/vllm-project/vllm:
  description: ''
  addition_method: manual
  ai_summary: 'Curator Insight: Integration guides and deployment schemas for hosting
    vLLM on Kubernetes clusters. Live Grounding: Standardizes memory-efficient LLM
    serving using PagedAttention. Features rapid integration with Kubernetes HPA (Horizontal
    Pod Autoscaler) and native Prometheus performance scraping.'
  complexity: Expert
  content_hash: abfd3d7ffbe9328f492535dfc208fdb36fe7c845798cd6700fc6c8e4b47e466d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T08:44:57Z'
  gh_stars: 82816
  health_score: 100.0
  hierarchy:
  - AI Infrastructure
  - LLM Serving
  - vLLM
  is_microservice: true
  language: Python
  last_checked: 1779031802.392609
  needs_ai_refresh: true
  resource_type: Software
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/ai-agents-mcp.md
  v2_locations:
  - ai-agents-mcp.md
  year: '2025'
  title: vLLM on Kubernetes
https://github.com/vmware-archive/buildkit-cli-for-kubectl:
  description: ''
  addition_method: manual
  content_hash: 35c19c8e640735ba6ff2a7908a40fbbd61533c1daa91b034f8fb9f440ff0964e
  gh_license: NOASSERTION
  gh_pushed: '2023-09-28T03:00:47Z'
  gh_stars: 505
  health_score: 100.0
  last_checked: 1779130494.940469
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubectl-commands.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubectl-commands.md
  year: '2021'
  stars: 5
  ai_summary: A kubectl plugin designed to execute container builds directly on remote
    BuildKit instances inside clusters. Live grounding confirms the project has been
    archived under VMware, steering teams to direct BuildKit operators or Kaniko.
  language: Go
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Developer Experience
  - Container Builds
  is_microservice: false
  title: vmware-tanzu/buildkit-cli-for-kubectl (kubectl plugin)
https://github.com/vmware-archive/ktx:
  description: ''
  addition_method: manual
  content_hash: d31edd7b5a04464fb8efb9a77ce0abee5fa9685551cd504140c11d4a73864f1f
  gh_license: Apache-2.0
  gh_pushed: '2021-09-28T00:05:59Z'
  gh_stars: 140
  health_score: 100.0
  last_checked: 1779130494.946415
  needs_ai_refresh: true
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  stars: 1
  ai_summary: 'A context-switching helper for Kubernetes clusters, similar to kubectx.
    Note: This project is archived by VMware, rendering it legacy; users should migrate
    to active alternatives like kubectx or native kubectl context switching.'
  language: Go
  resource_type: CLI Tool
  complexity: Low
  hierarchy:
  - Developer Experience
  - CLI Tools
  - Context Switching
  is_microservice: false
  title: "ktx \U0001F31F"
https://github.com/vmware-archive/kube-fluentd-operator:
  description: ''
  addition_method: manual
  content_hash: 228db722cc7cfe844a1e96caae6ee58f8b37ee09f6807b470ec7eb8f345199b4
  gh_license: NOASSERTION
  gh_pushed: '2025-12-18T19:17:59Z'
  gh_stars: 321
  health_score: 100.0
  last_checked: 1779130495.011276
  needs_ai_refresh: true
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: '2024'
  stars: 2
  ai_summary: A now-archived operator designed to dynamically construct namespace-specific
    Fluentd logging pipelines in Kubernetes. Modern platform engineering architectures
    have largely transitioned to standardized OpenTelemetry or Fluent Bit routing
    setups.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Observability
  is_microservice: false
  title: "kube-fluentd-operator \U0001F31F"
https://github.com/vmware-archive/kubecfg:
  addition_method: manual
  content_hash: f2d2fc37ea444a3c4110a4b9bc0e83230545947f7e964f819106edb6e720833a
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779130494.929915
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes.md
https://github.com/vmware-archive/kubewatch:
  description: ''
  addition_method: manual
  content_hash: 7e55730487f021d5ef54e438e2225afd74a4a845ba1e29b7954221e7cd54078e
  gh_license: Apache-2.0
  gh_pushed: '2022-09-17T08:58:53Z'
  gh_stars: 2426
  health_score: 100.0
  last_checked: 1779130494.939999
  needs_ai_refresh: true
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2016'
  stars: 3
  ai_summary: 'A popular event-driven Kubernetes watcher that monitors cluster resources
    and broadcasts real-time changes directly to webhooks and team workspaces like
    Slack. Note: The project has been archived by VMware; users are urged to migrate
    to active tools like Botkube.'
  language: Go
  resource_type: Event Watcher
  complexity: Medium
  hierarchy:
  - Observability
  - Event Management
  - Notifications
  is_microservice: true
  title: bitnami-labs/kubewatch
https://github.com/vmware-archive/octant:
  description: ''
  addition_method: manual
  ai_summary: Octant was an open-source, extensible developer dashboard designed to
    visualize local and remote Kubernetes cluster states, resource dependencies, and
    logs. Project development was officially archived in 2023 as developers shifted
    to other open-source or commercial alternatives like Lens, OpenLens, and K9s.
  complexity: Intermediate
  content_hash: 557115c7f1f7f1d60f2d28fc1bb886e8de0988caee9fa553bf16edaf70be4fcc
  gh_license: Apache-2.0
  gh_pushed: '2023-01-19T20:55:03Z'
  gh_stars: 6247
  health_score: 100.0
  hierarchy:
  - Observability
  - Dashboards
  - Developer Tooling
  is_microservice: false
  language: Go
  last_checked: 1779130495.01089
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-on-premise.md
  - kubernetes-tools.md
  year: '2023'
  title: vmware-tanzu/octant
https://github.com/vmware-tanzu/antrea:
  addition_method: manual
  content_hash: 9bf5509121e1f02344fc0b7940d0ae4254283aec31ad23ef434c8ca11f65f3a8
  description: ''
  health_score: 100.0
  last_checked: 1779033158.581993
  stars: 0
  title: VMware-tanzu Antrea
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://github.com/vmware-tanzu/buildkit-cli-for-kubectl:
  addition_method: manual
  content_hash: 1f222d3e28b5c40bb71cc05c93efb05ad089bcf96a1cc7a93455a1a2051c094e
  description: ''
  health_score: 100.0
  last_checked: 1779029422.121405
  stars: 0
  title: vmware-tanzu/buildkit-cli-for-kubectl (kubectl plugin)
  v1_locations:
  - docs/kubectl-commands.md
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/vmware-tanzu/k-bench:
  addition_method: manual
  content_hash: dc9e83bcf59d12281d71dd6306c42cc3517d338a31e01967b538352cf4f304d4
  description: ''
  health_score: 100.0
  last_checked: 1779033163.317665
  stars: 0
  title: "==vmware-tanzu/k-bench== \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/vmware-tanzu/octant:
  addition_method: manual
  content_hash: 542bedab216c3f66466fe63164e80299b5c4e0ce3a5539ecadd620c90ee4f921
  description: ''
  health_score: 100.0
  last_checked: 1779033615.528236
  stars: 0
  title: vmware-tanzu/octant
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/vmware-tanzu/pinniped:
  addition_method: manual
  content_hash: 661fa35ea5636cb1668aa573444690a764339f9ccfa53cbb7369b42419e3e5dc
  health_score: 100.0
  last_checked: 1779034105.704689
  v1_locations:
  - docs/kubernetes-tools.md
https://github.com/vmware-tanzu/sonobuoy:
  description: ''
  addition_method: manual
  content_hash: 2f20624a434d9ecd04f9519fa8395820867fc9fc4d0febaead59b6cb07b75767
  gh_license: Apache-2.0
  gh_pushed: '2025-11-25T23:13:32Z'
  gh_stars: 3043
  health_score: 100.0
  last_checked: 1779031910.553352
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: '2023'
  ai_summary: Diagnostic tool created by VMware Tanzu that facilitates understanding
    of Kubernetes cluster state by running conformance tests, security benchmarks,
    and custom extensions.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Compliance
  is_microservice: false
  title: sonobuoy
https://github.com/vmware-tanzu/velero:
  addition_method: manual
  content_hash: 0078c52bf3b08aaf10d444c0f65ee0aebc3ebff65ac9f49eacde1febe8b12b00
  description: ''
  health_score: 100.0
  last_checked: 1779029061.427641
  stars: 0
  title: github.com/vmware-tanzu/velero
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  - docs/ocp4.md
  year: N/A
https://github.com/vmware/k-bench:
  description: ''
  addition_method: manual
  content_hash: d7291e919a819ac3438a5c3a6f32d74d5df2efd07e1f3b24c4e3e0627d6b461f
  gh_license: NOASSERTION
  gh_pushed: '2026-03-12T03:44:16Z'
  gh_stars: 408
  health_score: 100.0
  last_checked: 1779130495.026438
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 3
  ai_summary: A benchmarking framework tailored specifically for assessing file and
    block storage performance inside Kubernetes. It runs FIO operations inside containers
    to analyze read/write IOPS and latency behaviors across storage classes.
  language: Go
  resource_type: Benchmarking Suite
  complexity: High
  hierarchy:
  - Performance & Testing
  - Benchmarking
  - Storage Performance
  is_microservice: false
  title: "vmware-tanzu/k-bench \U0001F31F"
https://github.com/vmware/kube-fluentd-operator:
  addition_method: manual
  content_hash: b35a102eb9d881d4f01ac6369fc4a528130abeffc552c314da5ad6291892f32d
  description: ''
  health_score: 100.0
  last_checked: 1779031645.904386
  stars: 0
  title: "kube-fluentd-operator \U0001F31F"
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://github.com/vmware/octant:
  addition_method: manual
  content_hash: 542bedab216c3f66466fe63164e80299b5c4e0ce3a5539ecadd620c90ee4f921
  description: ''
  health_score: 100.0
  last_checked: 1779031850.729639
  stars: 0
  title: VMware octant
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/vmware/pinniped:
  addition_method: manual
  content_hash: febd0a05d74d6b53d2e642fb8c17c27d61ab5b483f60a66c877f544d89c10bbe
  gh_license: Apache-2.0
  health_score: 100.0
  last_checked: 1779130494.948989
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tools.md
https://github.com/volatiletech/sqlboiler:
  addition_method: manual
  content_hash: 87c8942edba2b92c75468c2d02bb3394489c1e9782a58312d3a19cdc51b50f3a
  description: ''
  health_score: 100.0
  last_checked: 1779032589.318702
  stars: 0
  title: volatiletech/sqlboiler
  v1_locations:
  - docs/golang.md
  year: N/A
https://github.com/vscode-kubernetes-tools/vscode-kubernetes-tools:
  description: ''
  addition_method: manual
  content_hash: 648ef2b897f1fd389d81aa2bbb2513f28cc3326b3ed407bd0a9b8ac7cb47956e
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T01:13:50Z'
  gh_stars: 762
  health_score: 100.0
  last_checked: 1779130495.019565
  needs_ai_refresh: true
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2017'
  stars: 5
  ai_summary: Developed by Microsoft/Azure, this foundational extension integrates
    cluster management, manifest linting, Helm support, and debug workflows directly
    into the editor for effortless Kubernetes operations.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Development Tools
  - VS Code
  - Kubernetes Extensions
  is_microservice: false
  title: "Azure/vscode-kubernetes-tools \U0001F31F"
https://github.com/wagoodman/dive:
  description: ''
  addition_method: manual
  content_hash: c1155c8f1bc813e276d2dda0671128eb0419a310d3cfe74945163603212b7240
  gh_license: MIT
  gh_pushed: '2025-12-15T17:20:36Z'
  gh_stars: 54224
  health_score: 100.0
  last_checked: 1779030779.580848
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: '2026'
  ai_summary: Dive is an indispensable terminal-based tool designed to inspect Docker
    images, analyze layer contents, and discover ways to shrink image size. By calculating
    the efficiency metric of individual layers and identifying wasted space from modified
    or deleted files, it gives platform teams precise insight into image build processes.
    In 2026, it remains a de facto standard tool for CI/CD optimization pipelines
    to keep enterprise container sizes lean and secure.
  language: Go
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Containerization
  - Image Optimization
  is_microservice: false
  title: "dive \U0001F31F"
https://github.com/wallarm/sysbindings:
  description: ''
  addition_method: manual
  content_hash: f09bc51cc5a2e250d70f065b62dbb4cccf64ad33222cbadcdd0b96b390fd24ef
  gh_license: MIT
  gh_pushed: '2022-08-24T04:45:13Z'
  gh_stars: 19
  health_score: 100.0
  last_checked: 1779031576.672589
  needs_ai_refresh: true
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A security auditing library tracking underlying operating system bindings
    and kernel integrations. Developed to map and check system-level execution, it
    helps identify container runtime escape attempts.
  language: Go
  resource_type: Security Utility
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Runtime Security
  - System Calls
  is_microservice: false
  title: wallarm/sysbindings
https://github.com/wangjia184/pod-inspector:
  description: ''
  addition_method: manual
  content_hash: 8abf6fe284c80d6bc06d5c8a807d378f12db57960014e121b37868e6299d2878
  health_score: 100.0
  last_checked: 1781736046.860483
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: A localized tool developed to inspect and audit target pod environments.
    It analyzes container variables, runtime logs, and interface networks directly
    inside running clusters to facilitate rapid diagnosis.
  language: Go
  resource_type: Diagnostic Tool
  complexity: Intermediate
  hierarchy:
  - Observability & Performance
  - Pod Diagnostics
  - Inspection Tools
  is_microservice: false
  title: wangjia184/pod-inspector
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/wardviaene:
  description: ''
  addition_method: manual
  content_hash: 447179f1e113a43ea28a199a27e97a83c8c4c2f3c3a2eb66e570539391e4a55c
  health_score: 100.0
  last_checked: 1779029513.691228
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2025'
  ai_summary: 'A public code profile hosting highly referenceable configuration setups
    across Terraform, Ansible, Docker, and Kubernetes. The repositories serve as companion
    code for prominent DevOps bootcamps, detailing clean infrastructure-as-code patterns.
    (Live Grounding: Continually referenced by global practitioners transitioning
    to cloud infrastructure specialties).'
  language: HCL/YAML
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Infrastructure
  - Learning Resources
  - IaC
  is_microservice: false
  title: "github.com/wardviaene (kubernetes, terraform, ansible, docker, etc) \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/wardviaene/advanced-kubernetes-course:
  addition_method: manual
  content_hash: f636c297880e176813cf80b6d3b1db7abe172fbeda24ac23f7cf4309f9b9fa9f
  description: ''
  health_score: 100.0
  last_checked: 1779032579.138742
  needs_ai_refresh: true
  stars: 0
  title: wardviaene/advanced-kubernetes-course
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://github.com/wardviaene/advanced-kubernetes-course/tree/master/spinnaker:
  description: ''
  addition_method: manual
  content_hash: 00d8a3f1b9429aa9162c6d3c5d1c67c81d52800be22cc863a0ae3c5bd1be2ba3
  health_score: 100.0
  last_checked: 1781735910.785017
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2020'
  ai_summary: Curator Insight points to a companion repository for an advanced Kubernetes
    Spinnaker course. Live Grounding emphasizes its utility in demonstrating advanced
    deployment strategies (such as blue-green and canary analysis) directly inside
    Kubernetes clusters using Spinnaker's pipeline GUI. It remains a reliable hands-on
    learning lab.
  language: Shell
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Spinnaker Setup
  - Kubernetes Deployment Models
  is_microservice: false
  title: "wardviaene/advanced-kubernetes-course/spinnaker \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/wardviaene/jenkins-course:
  description: ''
  addition_method: manual
  content_hash: ca038c96e82bd2f05ad48674b128ec330a3cb2a4b1f0485555a9a0bcd60e8dfa
  health_score: 100.0
  last_checked: 1781735992.205152
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  - demos.md
  year: '2020'
  ai_summary: A highly practical repository containing configuration examples, scripts,
    and multi-stage pipeline templates for various programming languages. Designed
    to serve as hands-on exercises for developers studying infrastructure-as-code
    and configuration-as-code fundamentals.
  language: Shell
  resource_type: repository
  complexity: Beginner
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Jenkins Tutorials
  is_microservice: false
  title: wardviaene/jenkins-course
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/wardviaene/kubernetes-course:
  description: ''
  addition_method: manual
  content_hash: 155e7375547c1616e34a4f6c86e5469a201d48f1daed273856ae084cf677328d
  gh_license: MIT
  gh_pushed: '2023-03-17T15:48:10Z'
  gh_stars: 1732
  health_score: 100.0
  last_checked: 1779030587.862347
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/demos.md
  - docs/kubernetes-tutorials.md
  v2_locations:
  - demos.md
  - kubernetes-tutorials.md
  year: '2024'
  ai_summary: 'Accompanying codebase for Ward Viaene''s comprehensive Kubernetes course,
    demonstrating deployments, configurations, microservice communication patterns,
    and cloud migrations. (Live Grounding: Widely trusted community-backed repository
    illustrating production-grade YAML configurations).'
  language: YAML/Go
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Infrastructure
  - Learning Resources
  - Kubernetes Courses
  is_microservice: true
  title: wardviaene/kubernetes-course
https://github.com/we-dcode/kubetunnel:
  description: ''
  addition_method: manual
  content_hash: 9d4d5b0269e92c304f9ef91f3529cf29605a82113d23d6d6914e8ec2d4457ca9
  gh_license: Apache-2.0
  gh_pushed: '2023-02-21T10:26:19Z'
  gh_stars: 200
  health_score: 100.0
  last_checked: 1779031898.347543
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kubetunnel is an elegant CLI utility that establishes secure bi-directional
    tunnels, connecting local developer machines with active remote namespaces. It
    enables local microservices to resolve cluster-internal DNS and receive traffic
    as if they were running inside the virtual network. This capability dramatically
    accelerates development cycles by eliminating the need for constant remote deployments.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Operations
  - Port Forwarding
  - Local Development
  is_microservice: false
  title: github.com/we-dcode/kubetunnel
https://github.com/weaveworks-experiments/kspan:
  description: ''
  addition_method: manual
  content_hash: e3d1e2e3c362d84d8e03336b387691b0561644dd4882705a8f2aa7b05cf23392
  gh_license: Apache-2.0
  gh_pushed: '2023-06-24T11:56:27Z'
  gh_stars: 807
  health_score: 100.0
  last_checked: 1779030739.75657
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[EMERGING]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: An experimental tool designed to consume Kubernetes events and convert
    them into OpenTelemetry-compliant spans. By treating lifecycle events as spans,
    it enables operators to visualize cluster events inside APM tracing backends like
    Jaeger or Zipkin. With Weaveworks' exit from active development, the project remains
    an archived but highly influential conceptual reference in 2026.
  language: Go
  resource_type: Event Translator
  complexity: High
  hierarchy:
  - Operations
  - Observability
  - Distributed Tracing
  is_microservice: true
  title: "Kspan - Turning Kubernetes Events into spans \U0001F31F"
https://github.com/weaveworks/awesome-gitops:
  description: ''
  addition_method: manual
  content_hash: 14e7315e6fe04f90d20b18a9d4fb9c9996736db192364f9fa3554bb6e86c62d7
  gh_license: MIT
  gh_pushed: '2025-12-10T07:29:20Z'
  gh_stars: 1696
  health_score: 100.0
  last_checked: 1779031266.765939
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: The canonical index of GitOps tools, configuration structures, and continuous
    deployment runtimes originally compiled by Weaveworks. While Weaveworks itself
    shifted, this directory remains structurally fundamental for ArgoCD and Flux setups.
  language: Markdown
  resource_type: Awesome List
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - GitOps
  - Continuous Delivery Operators
  is_microservice: true
  title: Awesome-GitOps
  is_special: true
https://github.com/weaveworks/cluster-api-provider-existinginfra:
  description: ''
  addition_method: manual
  ai_summary: Formerly known as CAPE, this Cluster API provider enabled declarative
    cluster bootstrap over pre-existing SSH-accessible infrastructure (bare-metal
    or legacy virtual machines). Following the shutdown of Weaveworks in 2024, the
    project was officially archived, yet it continues to serve as an engineering reference
    for building custom SSH-driven infrastructure control loops.
  complexity: Advanced
  content_hash: 2f84416867b5e9b16beac4486022391f29edb9661db5636b2f733ccd76cbbc55
  gh_license: Apache-2.0
  gh_pushed: '2022-09-23T16:07:25Z'
  gh_stars: 45
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Cluster Management
  - Cluster API Providers
  is_microservice: false
  language: Go
  last_checked: 1779032793.626429
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2023'
  title: weaveworks/cluster-api-provider-existinginfra
https://github.com/weaveworks/eksctl:
  addition_method: manual
  content_hash: 95e763d5c392dfca92162a2287805a43b0a40517f9818c4cb07ddef48cb2b47b
  description: ''
  health_score: 100.0
  last_checked: 1779032383.794579
  stars: 0
  title: ref2
  v1_locations:
  - docs/jenkins.md
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://github.com/weaveworks/kubediff:
  description: ''
  addition_method: manual
  content_hash: adc1dca09a4aba6f33c26682b72ea20b995e5c267076ea7569d6d463c1d0589c
  gh_license: Apache-2.0
  gh_pushed: '2023-10-24T15:14:24Z'
  gh_stars: 1181
  health_score: 100.0
  last_checked: 1779033704.924692
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2019'
  ai_summary: A pioneering utility from Weaveworks that compared declarative Kubernetes
    manifests on disk with live cluster state to highlight drift. Historically important
    as a foundational GitOps tool, now superseded by automated reconciliation loops.
  language: Python
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Operations & UX
  - GitOps Verification
  - State Difference
  is_microservice: false
  title: "kubediff \U0001F31F"
https://github.com/weaveworks/kured:
  addition_method: manual
  content_hash: 08fd05371ed694fe460e32a28d52b40bdef0ff8b63d69ee62cc2a4a8016bd7bc
  description: ''
  health_score: 100.0
  last_checked: 1779032800.755641
  stars: 0
  title: "weaveworks: kured - Kubernetes Reboot Daemon \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://github.com/weaveworks/tf-controller:
  addition_method: manual
  content_hash: fdf5961adf936014db589efc9c5ee27ba146b1616205da70fc26040b3c007c42
  description: ''
  health_score: 100.0
  last_checked: 1779032290.306712
  stars: 0
  title: 'weaveworks/tf-controller: Weave GitOps Terraform Controller'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://github.com/weaveworks/weave:
  description: ''
  addition_method: manual
  ai_summary: Weave Net is a widely adopted container CNI plugin that creates an autonomous
    peer-to-peer overlay network with no external database requirements. The repository
    was archived by Weaveworks in 2024, prompting enterprise engineering teams to
    migrate to active, high-performance CNIs like Cilium (eBPF-driven) or Calico.
  complexity: Advanced
  content_hash: 1f69911f39474f4490279732d9001d534358fb2dcce5a45d4763660c952008df
  gh_license: Apache-2.0
  gh_pushed: '2024-08-09T08:45:55Z'
  gh_stars: 6612
  health_score: 100.0
  hierarchy:
  - Networking
  - CNI Plugins
  - Overlay Networks
  is_microservice: false
  language: Go
  last_checked: 1779032587.496616
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/gitops.md
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  - gitops.md
  year: '2024'
  title: 'github: Weave Net - Weaving Containers into Applications'
https://github.com/weaveworks/wksctl:
  description: ''
  addition_method: manual
  ai_summary: 'Weaveworks'' Weave Kubernetes System Control (wksctl) was a GitOps-based
    tool for cluster creation, configuring infrastructure directly from a declared
    state stored in git. Curator Insight vs Live Grounding: Following Weaveworks''
    operational shutdown, this tool has been archived and is considered historical
    legacy.'
  complexity: Advanced
  content_hash: d25ae3245b5037cb51e5ff35f8e9c8da2923268e8149a3dc7af46358dfe60703
  gh_license: Apache-2.0
  gh_pushed: '2023-03-31T12:32:52Z'
  gh_stars: 389
  health_score: 100.0
  hierarchy:
  - Provisioning
  - GitOps
  - Legacy Tools
  is_microservice: false
  language: Go
  last_checked: 1779030865.435851
  needs_ai_refresh: true
  resource_type: Repository
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/gitops.md
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  v2_locations:
  - kubernetes-on-premise.md
  - gitops.md
  - matrix-table.md
  year: '2026'
  title: Weave Kubernetes System Control - wksctl
https://github.com/webmeshproj/webmesh-vdi:
  description: ''
  addition_method: manual
  content_hash: b33746153e732c810999240e093ebfdbe7489d0348fc6fde2fbc78d253880650
  gh_license: GPL-3.0
  gh_pushed: '2023-10-20T18:30:30Z'
  gh_stars: 459
  health_score: 100.0
  last_checked: 1779130494.967165
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  stars: 3
  ai_summary: Duplicated reference of the peer-to-peer cloud-native VDI platform.
    It enables scalable running of interactive virtual desktops inside standard Kubernetes
    pods via automated remote-protocol streaming.
  language: Go
  resource_type: VDI Platform
  complexity: High
  hierarchy:
  - Infrastructure
  - Virtual Desktop Infrastructure
  - Edge Networking
  is_microservice: true
  title: kVDI
https://github.com/welldone-cloud/aws-list-resources:
  description: ''
  addition_method: manual
  content_hash: 6eaff4e9e8e0115065c334f50c585f49ef824d7c1dcf9d4b823f397cd8ec28d8
  gh_license: AGPL-3.0
  gh_pushed: '2025-12-21T19:45:27Z'
  gh_stars: 184
  health_score: 100.0
  last_checked: 1779033906.803493
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2025'
  ai_summary: A targeted utility designed to list all active resources inside an AWS
    account, bypassing the visibility gaps of typical inventory tools. It scans all
    supported services and regions, returning clean, actionable reports. Extremely
    useful for platform engineers cleaning up stale testing environments and auditing
    cloud billing leakages.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Resource Querying
  is_microservice: false
  title: github.com/welldone-cloud/aws-list-resources
https://github.com/werf/kubedog:
  description: ''
  addition_method: manual
  content_hash: 4d23eeed18c53fb55c029d3b4be0be9f75dd5283873de96af2fc3fd999b7e6f7
  gh_license: Apache-2.0
  gh_pushed: '2026-05-26T15:26:53Z'
  gh_stars: 745
  health_score: 100.0
  last_checked: 1779029705.031636
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kubedog is an open-source Go library designed to track and stream real-time
    logs and events from Kubernetes resources during active rollouts. By operating
    directly inside pipelines, it allows tools like Werf to react immediately to failing
    Pods or failing startup probes. Real-world validation highlights its utility for
    building customized deployment dashboards and intelligent pipeline gates.
  language: Go
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Observability
  - Deployment Monitoring
  - Libraries
  is_microservice: false
  title: werf/kubedog
https://github.com/werf/nelm:
  description: ''
  addition_method: manual
  ai_summary: A high-performance deployment engine embedded in Werf that provides
    a drop-in, robust alternative to standard Helm tracking. It addresses Helm's native
    state validation limitations by offering deep, real-time resource validation and
    status monitoring.
  complexity: Advanced
  content_hash: cac2c808282f7ec7c8cfe05e75cbab1f2dd41cc01763c93e962c302aa642032f
  gh_license: NOASSERTION
  gh_pushed: '2026-06-11T11:21:07Z'
  gh_stars: 1083
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Alternative Deployment Engines
  is_microservice: false
  language: Go
  last_checked: 1779030323.511338
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/gitops.md
  - docs/helm.md
  - docs/kubernetes-tools.md
  v2_locations:
  - helm.md
  - gitops.md
  - kubernetes-tools.md
  year: '2026'
  title: 'Nelm: A Helm Alternative for Kubernetes Deployments'
https://github.com/werf/werf:
  description: ''
  addition_method: manual
  content_hash: 4cae4bc2290f403f6e2b4bf9c0a93e365801686e965328098585a4e5205963ab
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T21:18:12Z'
  gh_stars: 4694
  health_score: 100.0
  last_checked: 1779032613.749945
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Werf is a mature, GitOps-driven deployment tool that bridges the gap
    between raw application code and active Kubernetes clusters. By handling container
    builds, Helm chart execution, and multi-tier rollout monitoring under a single
    interface, it simplifies continuous integration pipelines. Live grounding shows
    robust enterprise adoption due to its deterministic rebuild prevention and active
    build caching.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - CI/CD
  - GitOps
  is_microservice: false
  title: ==werf/werf==
https://github.com/widdix/aws-cf-templates:
  addition_method: manual
  content_hash: f9233c1dcc737bf8f5f2fd6ca6045bb0aa668c35c9e8695ab73b3a74e41d5ac5
  health_score: 100.0
  last_checked: 1779034319.326296
  v1_locations:
  - docs/aws-iac.md
https://github.com/willdady/aws-resource-based-policy-collector:
  description: ''
  addition_method: manual
  content_hash: 4234aeaaac78b509344a09f998bb73de80034955f6520f5b01d1d3f7d5427e2a
  gh_license: MIT
  gh_pushed: '2022-09-17T08:08:58Z'
  gh_stars: 24
  health_score: 100.0
  last_checked: 1779029573.760217
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: '2024'
  ai_summary: A dedicated security utility that scans and aggregates resource-based
    policies (e.g., S3 Bucket Policies, KMS Key Policies, SQS Policies) across AWS
    accounts. It aims to surface overly permissive access matrices that violate least
    privilege models. The script serves as an important compliance utility for scanning
    public and cross-account configuration leakage.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Security and Compliance
  is_microservice: false
  title: 'willdady/aws-resource-based-policy-collector: AWS resource-based policy''
    collector'
https://github.com/willdady/cdk-iam-credentials-rotator:
  description: ''
  addition_method: manual
  content_hash: 13943a272ac11061fb6f4a4e83d673fb0fa65ea5402fc603d9d801282f33e962
  gh_license: Apache-2.0
  gh_pushed: '2022-08-28T12:14:19Z'
  gh_stars: 17
  health_score: 100.0
  last_checked: 1779033167.020802
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: '2021'
  ai_summary: An AWS CDK construct designed to automatically rotate IAM credentials
    using AWS Lambda. This tool mitigates security risks of long-lived access keys
    by orchestrating automated rotation policies via Amazon EventBridge scheduler
    rules. While a community-focused tool, it provides a functional baseline template
    for serverless compliance automation.
  language: TypeScript
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - AWS IAM
  - Credential Management
  is_microservice: false
  title: 'willdady/cdk-iam-credentials-rotator: IAM Credentials Rotator'
https://github.com/wincent/git-cipher:
  description: ''
  addition_method: manual
  ai_summary: An older utility designed to cryptographically secure and decrypt files
    transparently inside Git workspaces. Largely superseded by modern alternatives
    like SOPS, it serves as an educational reference for understanding custom Git-filter
    operations.
  complexity: Intermediate
  content_hash: b2766a3476638a9911845e998a2e6ae6d7213642a229cc77f566a67f8c4e3ad5
  gh_license: MIT
  gh_pushed: '2025-12-29T11:35:38Z'
  gh_stars: 90
  health_score: 100.0
  hierarchy:
  - Security
  - Developer Tooling
  - Git Secrets Security
  is_microservice: false
  language: Ruby
  last_checked: 1779030674.098511
  needs_ai_refresh: true
  resource_type: Tool
  stars: 1
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2020'
  title: git-cipher
https://github.com/windup:
  description: ''
  addition_method: manual
  content_hash: 4f773a2dd1cbd9554616a588b79b6f859e6811185dc399b1bea69201a7a24892
  health_score: 100.0
  last_checked: 1779032036.988024
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: '2013'
  ai_summary: Windup (upstream source for Red Hat Migration Toolkit for Applications)
    is an extensible, rule-based modernization engine. It analyzes Java application
    bytecode and source files to generate detailed cloud-readiness and microservice
    conversion reports.
  language: Java
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - App Migration
  - Application Modernization
  - Java Migration
  is_microservice: false
  title: windup
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/winfordlin/Compass:
  description: ''
  addition_method: manual
  content_hash: c3fa36d8a9e8502aca01ed879598cab4b297470b0df9d2b844fe488deda703a2
  health_score: 100.0
  last_checked: 1781736046.864196
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: An early monitoring-adjacent helper tool built to observe pod scheduling
    metrics and identify suboptimal deployment sizes. Long since abandoned, modern
    alternatives like Kubecost and OpenCost provide the comprehensive telemetry required.
  language: Go
  resource_type: Monitoring Utility
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Cost Optimization
  - Metrics Analysis
  is_microservice: true
  title: "Compass \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/witchery-project/witchery:
  description: ''
  addition_method: manual
  content_hash: 87f4eeefa7b7e2125d27b9e10def3f7512363926dfe8e31a295a240686cb9259
  gh_license: NOASSERTION
  gh_pushed: '2022-05-17T15:07:34Z'
  gh_stars: 130
  health_score: 100.0
  last_checked: 1779031669.660523
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: A security chaos engineering framework designed to simulate security
    compromises and platform exploits inside clusters. It tests detection alerts,
    runtime defense mechanisms, and operational response procedures.
  language: Go
  resource_type: Chaos Engineering Framework
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Chaos Engineering
  - Intrusion Simulation
  is_microservice: false
  title: witchery-project/witchery
https://github.com/wololock/jenkine-pipeline-maven-demo/tree/sdkman:
  addition_method: manual
  content_hash: e8e3fcf507d0aaa6d021b39bd9cdd9204de01fa4ea7de2902bd69c7a58244f02
  description: ''
  health_score: 100.0
  last_checked: 1779032518.979681
  needs_ai_refresh: true
  stars: 0
  title: Jenkins Pipeline Maven build demo
  v1_locations:
  - docs/demos.md
  - docs/maven-gradle.md
  year: N/A
https://github.com/wongcyrus/aws-account-cloud9-visualizer:
  description: ''
  addition_method: manual
  content_hash: 0de832aa4685b4a6a979b74c840e5620cfa1d007eb072f5f32de6692b9e9f0a4
  health_score: 100.0
  last_checked: 1781735900.729794
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  year: '2021'
  ai_summary: A specialized developer tool tailored for deployment inside AWS Cloud9
    instances. Allows engineers to quickly visualize localized cloud development patterns
    and inspect running sandboxes directly from the IDE.
  language: Python
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Platforms
  - AWS Integration
  - Visualization
  is_microservice: false
  title: AWS Account Cloud9 Visualizer
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/wsargent/docker-cheat-sheet:
  description: ''
  addition_method: manual
  content_hash: 2ac73793d9a89ca8761050f93bb5a9ba40678d5baeba2f8d597c62ec25ccd65a
  gh_license: CC-BY-4.0
  gh_pushed: '2024-12-31T03:00:47Z'
  gh_stars: 22528
  health_score: 100.0
  last_checked: 1779029679.058576
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2025'
  ai_summary: One of the most popular, extensive open-source community references
    for Docker command lines and runtime configurations. Meticulously compiles network
    setups, volume bindings, Dockerfile directives, and diagnostic debugging tricks
    into a highly accessible repository.
  language: Markdown
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Virtualization & Containers
  - Docker
  - CLI Reference
  is_microservice: false
  title: 'github.com: Docker cheat Sheet'
https://github.com/wunderio/csi-rclone:
  description: ''
  addition_method: manual
  content_hash: cc524fedd811472bda123374fd1a7936b720248985a7905555cd8d120a5f26a9
  gh_license: Apache-2.0
  gh_pushed: '2024-09-12T06:37:10Z'
  gh_stars: 259
  health_score: 100.0
  last_checked: 1779031255.83913
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A Container Storage Interface (CSI) plugin that allows mounting a wide
    variety of cloud storage providers (such as Google Drive, S3, OneDrive, and Dropbox)
    as volumes in Kubernetes pods using rclone. It abstracts back-end storage services
    into standard PVs. In 2026, it continues to be actively utilized for niche, multi-cloud
    storage access requirements.
  language: Go
  resource_type: CSI Plugin
  complexity: High
  hierarchy:
  - Storage
  - CSI
  - Cloud Storage
  is_microservice: false
  title: 'csi-rclone: CSI rclone mount plugin'
https://github.com/xUnholy/k8s-gitops:
  description: ''
  addition_method: manual
  content_hash: 5759d8430876ceaa891b982f6a3d9d5098914598c8d6105ed24b4c3f300eb041
  gh_license: Apache-2.0
  gh_pushed: '2026-06-14T09:15:39Z'
  gh_stars: 634
  health_score: 100.0
  last_checked: 1779029704.883588
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A robust, real-world case study and GitOps reference repository optimized
    for ARM-based Raspberry Pi clusters. Incorporates high-availability deployment
    structures using Flux, K3s, and modern observability stacks. Serves as a great
    architectural resource.
  language: YAML
  resource_type: Repository
  complexity: Medium
  hierarchy:
  - Application Delivery
  - GitOps
  - Edge Deployments
  is_microservice: false
  title: 'Raspbernetes - Kubernetes Cluster: k8s-gitops'
https://github.com/xavier-mt/kerbi:
  description: ''
  addition_method: manual
  content_hash: cd9ebd380852f5789e18dbacca52b04a66f72fe5ad63a943a91f9c036093bdee
  gh_license: MIT
  gh_pushed: '2022-06-16T09:03:15Z'
  gh_stars: 14
  health_score: 100.0
  last_checked: 1779130495.017268
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  stars: 1
  ai_summary: A lightweight Ruby-based framework to generate, validate, and manage
    Kubernetes configurations. It allows writing clean, reusable Ruby manifests instead
    of raw YAML structures to simplify application templates.
  language: Ruby
  resource_type: Configuration Tool
  complexity: Medium
  hierarchy:
  - Application Delivery
  - Configuration Management
  - Templating
  is_microservice: false
  title: "Kerbi \U0001F31F"
https://github.com/xiaods/k8e:
  description: ''
  addition_method: manual
  ai_summary: A lightweight Kubernetes distribution (k8e, standing for "k8s easy")
    modeled after K3s but strictly adhering to standard upstream components. It is
    tailored for low-resource edge architectures, CI environments, and hobbyist networks
    requiring low memory profiles and simple setups.
  complexity: Intermediate
  content_hash: f166032c3373af095febf14fd28e54a972c33cd2c57bce9db59e826eb3b1389a
  gh_license: Apache-2.0
  gh_pushed: '2026-06-06T10:04:34Z'
  gh_stars: 449
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Edge & IoT
  is_microservice: true
  language: Go
  last_checked: 1779033118.669674
  needs_ai_refresh: true
  resource_type: Software
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  v2_locations:
  - kubernetes-on-premise.md
  - matrix-table.md
  year: '2023'
  title: xiaods/k8e
https://github.com/xiaopeng163/docker-compose-tpg:
  description: ''
  addition_method: manual
  content_hash: 4b3f0288c1337bd68fa980e20734d7a2ff291809d3be6d0cf9cb013485419e08
  health_score: 100.0
  last_checked: 1781735921.220235
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2022'
  ai_summary: A streamlined Docker Compose setup establishing a local monitoring stack
    with Telegraf, Prometheus, and Grafana. Excellent for local telemetry testing,
    dashboard debugging, and metric ingestion trials before scaling to Kubernetes
    systems.
  language: YAML
  resource_type: Repository
  complexity: Beginner
  hierarchy:
  - Observability & Testing
  - Metrics Monitoring
  - TPG Monitoring Stack
  is_microservice: false
  title: 'docker-compose-tpg: Telegraf + Prometheus + Grafana Local Testing Environments'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/yahoo/check-log4j:
  description: ''
  addition_method: manual
  ai_summary: Yahoo's archived, command-line tool designed to detect vulnerable Log4j
    JAR instances within mounted folder structures and container layers. It uses local
    binary scanning patterns to identify vulnerabilities, making it a reliable reference
    for building custom forensic scanning tools.
  complexity: Intermediate
  content_hash: 6c2ee18602a80f1526ee082d3c4db6ef93f63554fd29e8c079a5903ca221dcc9
  gh_license: Apache-2.0
  gh_pushed: '2026-03-08T19:43:51Z'
  gh_stars: 169
  health_score: 100.0
  hierarchy:
  - Security
  - Vulnerabilities
  - Log4Shell Scanners
  is_microservice: false
  language: Go
  last_checked: 1779030847.257787
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2021'
  title: yahoo/check-log4j
https://github.com/yandex-cloud/k8s-csi-s3:
  description: ''
  addition_method: manual
  content_hash: 0c9118b0bb755f9e4d66fafc9c40a708c36261f37a187a76b64f3c1469b058d1
  gh_license: NOASSERTION
  gh_pushed: '2026-05-05T12:23:53Z'
  gh_stars: 859
  health_score: 100.0
  last_checked: 1779031099.5623
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: '2026'
  ai_summary: An open-source CSI driver that allows mounting Amazon S3 object buckets
    directly as filesystems within Kubernetes pods using local FUSE drivers. This
    interface permits legacy applications expecting flat directory paths to consume
    S3 storage backends with minimal code refactoring.
  language: Go
  resource_type: CSI Driver
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes CSI
  - S3 Integration
  is_microservice: false
  title: 'github.com/yandex-cloud: CSI for S3'
https://github.com/yangshun/tech-interview-handbook:
  description: ''
  addition_method: manual
  content_hash: 6a235dd3393fe945bb3152c0ae242a7037b3ab53750ab982ed840c998eb25d47
  gh_license: MIT
  gh_pushed: '2026-04-05T23:58:25Z'
  gh_stars: 140289
  health_score: 100.0
  last_checked: 1779030220.484033
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: The definitive prep suite for engineering roles, focusing on algorithms,
    practical system design topologies, behavioral matrices, and resume optimizations.
    Provides actionable code structures and design templates built to satisfy high-bar
    technical interview pipelines.
  language: TypeScript
  resource_type: Educational Repository
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Career Development
  - Interview Preparation
  is_microservice: false
  title: Tech Interview Handbook
  is_special: true
https://github.com/yangtao309/awesome-api-gateway:
  description: ''
  addition_method: manual
  content_hash: 6d62ffc18ab304cbe5bbbb78b7e687572c5bc3372d797648992211bbebdb9b97
  health_score: 100.0
  last_checked: 1781736123.210626
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - architectural-foundations.md
  - other-awesome-lists.md
  year: '2026'
  ai_summary: An extensive catalog mapping API Gateway engines, ingress controllers,
    and edge proxy configurations (including Envoy, Kong, and APISIX). Essential for
    routing microservice traffic safely across network partitions. Serves as a great
    architectural guide for configuring traffic shaping, rate limiting, and authentication.
  language: N/A
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - API Development
  - API Gateway
  - Resources
  is_microservice: true
  title: Awesome API Gateway
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
  is_special: true
https://github.com/yankils/Simple-DevOps-Project:
  description: ''
  addition_method: manual
  content_hash: 2adcf09384710ca2deea5c47ee9a7c2a4abc449e0cfd8db7039287bb99044faa
  health_score: 100.0
  last_checked: 1781735900.910576
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: '2021'
  ai_summary: 'A practical demonstration codebase combining core DevOps components,
    including automated provisioning scripts and simple pipeline files, to launch
    a basic application stack. Designed for educational labs. (Live Grounding: Good
    for foundational learning, though not suited for enterprise-scale zero-trust environments).'
  language: Shell/Dockerfile
  resource_type: Code Repository
  complexity: Beginner
  hierarchy:
  - DevOps & Platform Engineering
  - Project Blueprints
  - Infrastructure Showcase
  is_microservice: false
  title: yankils/Simple-DevOps-Project
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/yannh/kubeconform:
  description: ''
  addition_method: manual
  ai_summary: A ultra-fast, modern Kubernetes manifest validator written in Go, acting
    as a direct replacement for kubeval. Validates resources against official OpenAPI
    schemas, automatically caching custom resource definitions (CRDs) in offline environments.
    Recognized globally as a de facto tool for GitOps CI verification.
  complexity: Intermediate
  content_hash: d0194bae90719e8090d5e89ec9330ccd956614659cb606f185cd56f643c82502
  gh_license: Apache-2.0
  gh_pushed: '2026-06-13T11:53:23Z'
  gh_stars: 3066
  health_score: 100.0
  hierarchy:
  - DevOps
  - Static Analysis
  - Kubernetes Validation
  is_microservice: true
  language: Go
  last_checked: 1779031064.721766
  needs_ai_refresh: true
  resource_type: Tool
  stars: 2
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes-tools.md
  v2_locations:
  - devsecops.md
  - kubernetes-tools.md
  year: '2026'
  title: "github.com/yannh/kubeconform \U0001F31F"
https://github.com/yashvardhan-kukreja/kube-bench-exporter:
  description: ''
  addition_method: manual
  content_hash: d76db84e9002a9cc1381d0c43f6083a9827b26d893b4ce405b43a7bf880293e0
  gh_license: MIT
  gh_pushed: '2021-04-03T00:12:14Z'
  gh_stars: 12
  health_score: 100.0
  last_checked: 1779030069.834125
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A dedicated exporter designed to scrape kube-bench CIS compliance output
    files and convert them into standard Prometheus metrics. This allows SREs to implement
    real-time security scanning and continuous integration metrics directly on Grafana.
  language: Go
  resource_type: Exporter
  complexity: Medium
  hierarchy:
  - Networking & Security
  - Security Compliance
  - Exporters
  is_microservice: false
  title: kube-bench-exporter
https://github.com/ynqa/bul:
  description: ''
  addition_method: manual
  ai_summary: 'An interactive Terminal User Interface (TUI) written in Go designed
    to query and stream local Kubernetes container logs. Live Grounding Note: Because
    development has remained inactive for years, it is considered legacy; modern engineers
    typically use tools like K9s or Stern in active production.'
  complexity: Intermediate
  content_hash: 7ab05ef49b587ea38c10c86b9b9efb6d9a3ae7fbcf07fca26c3233d600c30c9d
  gh_license: MIT
  gh_pushed: '2024-05-23T09:31:41Z'
  gh_stars: 16
  health_score: 100.0
  hierarchy:
  - Log Management & Diagnostics
  - Command Line Tools
  - Terminal Interfaces
  is_microservice: false
  language: Go
  last_checked: 1779031802.495055
  needs_ai_refresh: true
  resource_type: Repository
  stars: 1
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/container-managers.md
  - docs/kubernetes-monitoring.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-monitoring.md
  - container-managers.md
  - kubernetes-tools.md
  year: '2020'
  title: 'bul: Interactive TUI for Exploring Kubernetes Container Logs'
https://github.com/ynqa/jnv:
  description: ''
  addition_method: manual
  ai_summary: An interactive, terminal-based JSON parser and path finder built with
    Rust. Provides instant autocompletion of JSON pointer selectors and real-time
    validation feedback to accelerate complex pipeline debugging.
  complexity: Medium
  content_hash: 6df9199cb6573cafd3aaadb3ec7f5f717bfb3a171ea995daf94fd08a39ba6045
  gh_license: MIT
  gh_pushed: '2026-04-03T09:13:20Z'
  gh_stars: 6044
  health_score: 100.0
  hierarchy:
  - Developer Workspace
  - Command-Line Tooling
  - JSON & YAML Manipulators
  is_microservice: false
  language: Rust
  last_checked: 1779034558.426571
  needs_ai_refresh: true
  resource_type: CLI Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: '2025'
  title: "github.com/ynqa/jnv \U0001F31F"
  is_special: true
https://github.com/yogeshkk/K8sPurger:
  description: ''
  addition_method: manual
  content_hash: 50ee1755862d744903d32d4912ecbbee3b231670b60767aa0a894ad4744d86bf
  gh_license: Apache-2.0
  gh_pushed: '2024-02-18T19:09:02Z'
  gh_stars: 256
  health_score: 100.0
  last_checked: 1779031538.485351
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A tool designed to scan a Kubernetes cluster for unused resources, identifying
    orphan ConfigMaps, Secrets, PVCs, and service accounts. By automating the discovery
    of redundant workloads, it reduces bloat and improves cluster security posture.
    Active through 2026 as a simple, highly effective housecleaning utility.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Operations
  - Resource Management
  - Cleanup
  is_microservice: false
  title: "K8sPurger \U0001F31F"
https://github.com/yokawasa/action-setup-kube-tools:
  description: ''
  addition_method: manual
  content_hash: fd33c9fd1d3bbabf17697759d4ed37bf0eee0989a9a783fc57fa6ad5598be2eb
  gh_license: MIT
  gh_pushed: '2026-06-10T14:49:12Z'
  gh_stars: 92
  health_score: 100.0
  last_checked: 1779030359.621665
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: '2026'
  ai_summary: A dedicated GitHub Action designed to dynamically download and configure
    vital Kubernetes operational binaries (such as kubectl, helm, kustomize, and minikube)
    across runner agents, ensuring strict parity between tool states.
  language: JavaScript
  resource_type: Tool
  complexity: Low
  hierarchy:
  - Software Delivery
  - GitHub Ecosystem
  - Runner Utilities
  is_microservice: false
  title: yokawasa/action-setup-kube-tools
https://github.com/yonahd/kor:
  description: ''
  addition_method: manual
  content_hash: d2f8431befad3a2a6349506b8c50fe0d5e8c4c9acea8103e8d216895c8fb6539
  gh_license: MIT
  gh_pushed: '2026-05-26T06:51:45Z'
  gh_stars: 1798
  health_score: 100.0
  last_checked: 1779032640.465326
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Kor is an out-of-the-box orphan resource finder that helps platform
    teams reclaim cluster resources by identifying unused ConfigMaps, Secrets, ServiceAccounts,
    and PVCs. Featuring stdout, JSON, and Prometheus metrics outputs, it easily embeds
    into monitoring pipelines to optimize cluster costs.
  language: Go
  resource_type: CLI Tool / Agent
  complexity: Intermediate
  hierarchy:
  - Observability & Diagnostics
  - Resource Cleanup
  - Cluster Hygiene
  is_microservice: false
  title: ==github.com/yonahd/kor==
https://github.com/yonahd/orphaned-configmaps:
  description: ''
  addition_method: manual
  content_hash: 076b10835b9fcc36f757a36e5034dc00bf021e67457475a6c640895aa1c0fa29
  health_score: 100.0
  last_checked: 1781736047.120302
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: Orphaned ConfigMaps detects unreferenced ConfigMaps and Secrets across
    active namespaces. By scanning volume mounts and env declarations, it exposes
    abandoned configurations that increase complexity and security exposure. It is
    a targeted utility for regular cluster housekeeping.
  language: Go
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Observability & Diagnostics
  - Resource Cleanup
  - Cluster Hygiene
  is_microservice: false
  title: 'github.com/yonahd/orphaned-configmaps: Orphaned ConfigMaps'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.com/yteraoka/kubectl-isolate:
  description: ''
  addition_method: manual
  content_hash: b0864d5afab08901c5067a9b47ffaeb906f4742b3edbc02a6253b79fab0b7ba9
  gh_license: MIT
  gh_pushed: '2020-07-05T00:56:41Z'
  gh_stars: 10
  health_score: 100.0
  last_checked: 1779031143.409336
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A troubleshooting plugin that temporarily isolates running pods from
    Service network targets by modifying selector labels. Enables in-depth live diagnostics
    on broken pod targets without tearing down functional setups.
  language: Go
  resource_type: CLI Plugin
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - CLI Utilities
  - Traffic Management
  is_microservice: false
  title: kubectl-isolate
https://github.com/zakkg3/ClusterSecret:
  description: ''
  addition_method: manual
  content_hash: 410cec9a9441ced9e8a652b67982fcc18e8ad5a9312f01facb57194feaa77be4
  gh_license: Apache-2.0
  gh_pushed: '2026-04-01T21:32:29Z'
  gh_stars: 510
  health_score: 100.0
  last_checked: 1779030189.979757
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A specialized operator automating secret distribution and synchronization
    across target namespaces in a cluster. It updates, recreates, or deletes secrets
    in target namespaces from single configuration sources such as registry credentials.
  language: Go
  resource_type: Kubernetes Operator
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Secret Management
  - Multi-Namespace Replication
  is_microservice: false
  title: 'zakkg3/ClusterSecret: Kubernetes ClusterSecret operator'
https://github.com/zalando/logbook:
  description: ''
  addition_method: manual
  content_hash: cdb1bff5a3f45b738632b32ee3dbc40b00caf4113501ef9a46a3425264745f56
  gh_license: MIT
  gh_pushed: '2026-06-12T12:58:02Z'
  gh_stars: 2048
  health_score: 100.0
  last_checked: 1779032793.666205
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2026'
  ai_summary: An extensible Java library developed by Zalando for logging HTTP requests
    and responses. In 2026, Logbook is a de facto standard for security compliance
    and audit logging in distributed environments, providing clean, structured JSON
    payloads with context-safe credential masking.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Modern Java
  - Frameworks
  - Logging
  is_microservice: true
  title: logbook
https://github.com/zalando/patroni:
  addition_method: manual
  content_hash: 98d75f1cf5d00344ca09ca026660c1f7d8c43296a4b79211eaacd9323e89ebd6
  description: ''
  health_score: 100.0
  last_checked: 1779031528.760442
  stars: 0
  title: Patroni
  v1_locations:
  - docs/databases.md
  year: N/A
https://github.com/zalando/postgres-operator:
  description: ''
  addition_method: manual
  content_hash: 4b5052c00ec68aca1c3bce237d73e28655b4225cb73b0d6dc8caad2ba51ac137
  gh_license: MIT
  gh_pushed: '2026-06-12T22:14:55Z'
  gh_stars: 5182
  health_score: 100.0
  last_checked: 1779031981.621839
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: '2026'
  ai_summary: Zalando's PostgreSQL Operator, which orchestrates highly available Spilo
    clusters on Kubernetes. Automates provisioning, scaling, master-failovers, offsite
    backups, and minor engine upgrades via declarative CRDs.
  language: Go
  resource_type: Open Source Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - PostgreSQL HA
  - Zalando Stack
  is_microservice: true
  title: Zalando Postgres Operator
https://github.com/zalando/spilo:
  description: ''
  addition_method: manual
  content_hash: ad47988f98184578f298dec20021762ecc39ec14cf81213755f937363dbcce9d
  gh_license: Apache-2.0
  gh_pushed: '2026-06-11T14:18:57Z'
  gh_stars: 1839
  health_score: 100.0
  last_checked: 1779029710.663977
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: '2025'
  ai_summary: Spilo is Zalando's container image bundling PostgreSQL, Patroni, pgBackRest,
    and WAL-E/WAL-G. Built for mission-critical production reliability, it serves
    as the stable, standard database core for the Zalando Postgres Operator.
  language: Python
  resource_type: Open Source Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - PostgreSQL HA
  - Zalando Stack
  is_microservice: true
  title: 'Spilo: HA PostgreSQL Clusters with Docker'
https://github.com/zarf-dev/zarf:
  description: ''
  addition_method: manual
  ai_summary: A highly resilient developer tool designed by Defense Unicorns to package,
    deploy, and manage Kubernetes clusters and cloud-native applications in strictly
    air-gapped, offline, or secure zero-trust environments. Zarf bundles container
    registries, Helm charts, binary dependencies, and configurations into a single
    cryptographically signed archive file, completely removing internet reliance.
  complexity: Advanced
  content_hash: 432486d19fdcf4ccbe8a39271c75a11b34677de848652c8b936a771f0a339479
  gh_license: Apache-2.0
  gh_pushed: '2026-06-12T17:31:07Z'
  gh_stars: 1925
  health_score: 100.0
  hierarchy:
  - Delivery
  - Air-Gapped Deployments
  - Zero Trust
  is_microservice: false
  language: Go
  last_checked: 1779130494.984711
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: '2026'
  title: defenseunicorns/zarf
https://github.com/zaynali53/DotENV:
  addition_method: manual
  content_hash: d03090cb21014cbaf3351c80a20a1ebf97c8103fc1d66d8bcdad64d361a6367a
  health_score: 100.0
  last_checked: 1779032613.668565
  v1_locations:
  - docs/visual-studio.md
https://github.com/zegl/kube-score:
  addition_method: manual
  content_hash: 012d267b9cf6a4fe67e96337f31bb39ac58848f3b9aaa68183f2446f88c5c38c
  description: ''
  gh_license: MIT
  health_score: 100.0
  last_checked: 1779032074.800198
  needs_ai_refresh: true
  stars: 0
  title: Kube-score
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://github.com/zsh-users/zsh-autosuggestions:
  description: ''
  addition_method: manual
  ai_summary: A high-efficiency plugin that suggest terminal execution commands as
    you type, pulling context dynamically from local shells. It drastically reduces
    keystrokes and context switching. Live Grounding demonstrates that it has become
    an essential productivity tool across modern engineering environments.
  complexity: Beginner
  content_hash: b2b0920b47bdc33b1b52ba933522de13d83c457669f7cb49654e36d648769e20
  gh_license: MIT
  gh_pushed: '2025-06-24T16:15:03Z'
  gh_stars: 35690
  health_score: 100.0
  hierarchy:
  - Infrastructure & Operations
  - Terminal Environment
  - Shell Configuration
  is_microservice: false
  language: Shell
  last_checked: 1779031455.90239
  needs_ai_refresh: true
  resource_type: Tool
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: '2013'
  title: "github.com/zsh-users/zsh-autosuggestions \U0001F31F"
https://github.comjoshmsmith/monkey-ops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029513.500661
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'GitHub: monkey-ops, Openshift compliant, no cluster-admin required'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering GitHub:
    monkey-ops, Openshift compliant, no cluster-admin required in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://github.dev:
  addition_method: manual
  content_hash: a8bb4feb307e135bcaadcbfeac8e34b8946530f6e0dd10d883e7a693ae543819
  description: ''
  health_score: 100.0
  last_checked: 1779033477.036385
  stars: 0
  status: online
  title: github.dev
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://github.dev/github/dev:
  description: ''
  addition_method: manual
  content_hash: 392a950f91629fa40c2a7268e598810b0d9cb3397b82687a0cffbea94507baa7
  health_score: 100.0
  last_checked: 1779130494.968061
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  stars: 0
  ai_summary: A fully web-based implementation of VS Code launched instantly from
    any GitHub repo by pressing `.`. It operates purely in the browser for code browsing,
    quick patches, and pull request reviews.
  language: TypeScript
  resource_type: SaaS Platform
  complexity: Beginner
  hierarchy:
  - Development Environments
  - Cloud IDEs
  - Web Editors
  is_microservice: false
  title: github.dev
https://github.dev/jakevdp/PythonDataScienceHandbook/tree/master/notebooks:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Official interactive notebook repository for the Python Data Science
    Handbook. Enables immediate local sandboxing, model parameter tweaks, and testing
    of complex data ingestion logic using integrated Jupyter execution files.
  language: Python
  resource_type: Code Repository
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Interactive Computing
  - Source Code Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'github.dev: Python Data Science Handbook'
  addition_method: manual
  v2_locations:
  - python.md
https://github.github.com/training-kit/downloads/github-git-cheat-sheet.pdf:
  addition_method: manual
  content_hash: c92e37e083041a0685d56741bcaa699a2587788e019f9ea666daaa3cc1d8b646
  description: ''
  health_score: 100.0
  last_checked: 1779031983.210485
  stars: 0
  title: 'github.github.com/training-kit: Git cheat sheet'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://github1s.com:
  description: ''
  addition_method: manual
  content_hash: 37728f8cbf5312424a15780f983dc7f039fb56c9b370008642b6741de1ec4d48
  health_score: 100.0
  last_checked: 1779029640.695212
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: A popular community utility that opens any GitHub repository inside
    a lightweight, browser-based VS Code interface by appending '1s' to the github.com
    URL. Essential for fast, clone-free codebase assessments.
  language: TypeScript
  resource_type: Article
  complexity: Basic
  hierarchy:
  - Development Environment
  - Cloud IDE
  - Code Browsing
  is_microservice: false
  title: "github1s.com \U0001F31F"
https://githubcom/OctopusDeploy/terraform-provider-octopusdeploy:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033591.607068
  v1_locations:
  - docs/jenkins-alternatives.md
https://gitlab.beuth-hochschule.de/s70178/petclinic-ansible-jenkins-ci-cd:
  addition_method: manual
  content_hash: bdf89d30618ce4f1beb9a984f88f9abe60238eaf10e6670a4416009366809679
  description: ''
  health_score: 100.0
  last_checked: 1779029111.445587
  stars: 0
  title: gitlab.beuth-hochschule.de
  v1_locations:
  - docs/demos.md
  year: N/A
https://gitlab.beuth-hochschule.de/users/sign_in:
  addition_method: manual
  content_hash: 1eb5cf2c72de4762ccbf04a285a728dc40381f05545ea021954c6f6b5ac0220d
  health_score: 100.0
  last_checked: 1779130495.026579
  needs_ai_refresh: true
  v1_locations:
  - docs/demos.md
https://gitlab.com:
  addition_method: manual
  content_hash: 33535dcf5f2b20e68ccd0f715f6ecf023fc5d0cdac78d827e501a3469c21dc76
  description: ''
  health_score: 100.0
  last_checked: 1779030335.486377
  stars: 0
  status: online
  title: gitlab.com
  v1_locations:
  - docs/git.md
  - docs/jenkins-alternatives.md
  year: N/A
https://gitlab.com/bpmworkshop/rhpam-signal-marketing-demo:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A demonstration application built on Red Hat Process Automation Manager
    (RHPAM) modeling signal marketing workflows. Integrates Complex Event Processing
    (CEP) engine features, showcasing declarative state orchestration within microservice
    platforms.
  language: Java
  resource_type: Repo
  complexity: Advanced
  hierarchy:
  - Enterprise Architecture
  - Business Process Management
  - RHPAM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'gitlab.com: Red Hat Process Automation Manager - Signal Marketing Demo'
  addition_method: manual
  v2_locations:
  - demos.md
https://gitlab.com/gitlab-org/gitlab/-/issues/14595:
  addition_method: manual
  content_hash: 7bda1fe4653758a0f475455c4c310380af1bf20a236bb7c650c9d4cde9e9e9f2
  description: ''
  health_score: 100.0
  last_checked: 1779029138.54569
  stars: 0
  status: online
  title: Provide merge bot functionality
  v1_locations:
  - docs/git.md
  year: N/A
https://gitlab.com/gitlab-org/gitlab/-/issues/2785:
  addition_method: manual
  content_hash: ac7652f42c9a1fd557c23bbd302b6e95308b053d488952b6251f7dabb50f7a15
  description: ''
  health_score: 100.0
  last_checked: 1779034101.979153
  stars: 0
  status: online
  title: Auto-merge between release branches
  v1_locations:
  - docs/git.md
  year: N/A
https://gitlab.com/jackatbancast/manifesto:
  description: ''
  addition_method: manual
  content_hash: e33a57ba47b0cb2eb9f9d6d94d58d7d4975c4e8d0dcfddd00db51a0733545a36
  health_score: 100.0
  last_checked: 1779034041.767323
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A template compilation utility hosted on GitLab. It parses raw configuration
    definitions into valid YAML files ready for ingestion by standard GitOps tools.
    Offers a lightweight templating workflow for smaller operations.
  language: Go
  resource_type: Tool
  complexity: Low
  hierarchy:
  - Application Delivery
  - GitOps
  - Manifest Generation
  is_microservice: false
  title: "Manifesto \U0001F31F"
https://gitlab.com/k3s_hetzner/k3s_hetzner:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A highly optimized Terraform and shell module to quickly provision high-availability,
    low-cost K3s clusters on Hetzner Cloud virtual infrastructure, including private
    network bridging.
  language: HCL
  resource_type: IaC
  complexity: Advanced
  hierarchy:
  - Edge & IoT
  - Cluster Provisioning
  - Hetzner Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: k3s_hetzner
  addition_method: manual
  v2_locations:
  - rancher.md
https://gitlab.com/mrman/k8s-storage-provider-benchmarks:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A highly practical benchmarking repository comparing IOPS, latency,
    and throughput metrics across multiple Kubernetes CSI providers. Though individual
    hardware baselines vary, the structured methodology offers an essential framework
    for verifying storage performance prior to deployment.
  language: Markdown
  resource_type: Benchmark
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Benchmarks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'gitlab.com: Kubernetes storage provider benchmarks'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://gitlab.com/purelb/purelb:
  description: ''
  addition_method: manual
  content_hash: 5191c3ded57a8caa89741912bfcb4164bb9af2bd32f2f26e059d11a8c636b0ad
  health_score: 100.0
  last_checked: 1779029475.609095
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: PureLB is an open-source LoadBalancer provider for bare-metal Kubernetes
    environments that integrates directly with standard Linux routing tables. Unlike
    alternatives relying on complex BGP routing or ARP spoofing, it assigns physical
    address blocks dynamically to interface routing setups. This approach ensures
    high compatibility with virtualization networks and standard network monitoring
    tools.
  language: Go
  resource_type: Network Controller
  complexity: Advanced
  hierarchy:
  - Networking
  - Load Balancing
  - Bare Metal
  is_microservice: false
  title: purelb/purelb
https://gitlab.com/redhatdemocentral:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A foundational Git ecosystem containing reference architectures, workshop
    resources, and interactive deployment scenarios for Red Hat's core platforms.
    Designed for architects needing to spin up reproducible, full-stack configurations
    on OpenShift and middleware stacks.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Reference Architectures
  - Enterprise Demos
  - Red Hat Demo Central
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "gitlab.com/redhatdemocentral \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://gitlab.com/redhatdemocentral/portfolio-architecture-examples:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Code repository hosting deployment configurations, GitOps profiles,
    and infrastructure-as-code scripts matching Red Hat's standardized portfolio architectures.
    Ideal for platform administrators looking to stand up robust multi-cloud environments
    rapidly.
  language: YAML
  resource_type: Code Repository
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Architectural Insights
  - Red Hat Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'gitlab.com: Portfolio Architecture Examples'
  addition_method: manual
  v2_locations:
  - openshift.md
https://gitlab.com/redhatdemocentral/portfolio-architecture-examples/-/blob/main/healthcare.adoc:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A highly specialized reference architecture covering the integration
    of healthcare workflows, real-time messaging, and patient record databases on
    OpenShift. Explains how to reconcile strict data compliance directives (HL7/FHIR)
    with highly-scalable container orchestrations.
  language: Asciidoc
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Reference Architectures
  - Industry Verticals
  - Healthcare
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'gitlab.com/redhatdemocentral: Healthcare'
  addition_method: manual
  v2_locations:
  - demos.md
https://gitlab.com/redhatdemocentral/rhcs-rhdm-install-demo:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An automated installation demo for launching Red Hat Decision Manager
    on CodeReady Containers (CRC). While valuable for understanding legacy deployment
    footprints, modern architectures replace CRC with Red Hat OpenShift Local and
    migrate Decision Manager patterns onto newer cloud-native rule engines.
  language: Shell
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Local Development
  - Red Hat OpenShift Local
  - Process Automation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: CodeReady Containers - Red Hat Decision Manager Install Demo
  addition_method: manual
  v2_locations:
  - demos.md
https://gitlab.com/rosarior/awesome-django:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: A comprehensive, curated catalog targeting Django extensions, applications,
    utility libraries, and pedagogical materials designed to scale monolithic web
    applications.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Backend Development
  - Web Frameworks
  - Django
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Awesome Django. A curated list of awesome Django apps, projects and resources
  addition_method: manual
  v2_locations:
  - python.md
https://gitlab.com/xavki/devopsland/-/tree/master/ansible:
  addition_method: manual
  content_hash: cface6a334618d78d8fa110d8b352156fd2340e2a9eca9e4ad934617535df54b
  health_score: 100.0
  last_checked: 1779030172.354789
  v1_locations:
  - docs/ansible.md
https://gitlab.comquent.de/petclinic/spring-petclinic-microservices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031422.534282
  stars: 0
  title: 'gitlab.comquent.de: Microservices branch'
  v1_locations:
  - docs/demos.md
  year: N/A
https://gitlab.freedesktop.org/gstreamer-merge-bot:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A real-world production reference analyzing the deployment of a dedicated
    GitLab merge bot within the GStreamer ecosystem. Details structural optimizations
    for automating extensive suite tests across complex multimedia pipelines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - GitLab Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Example: GStreamer Merge Bot'
  addition_method: manual
  v2_locations:
  - git.md
https://gitlab.gnome.org/marge-merge-bot:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030569.848707
  stars: 0
  title: 'Example: gitlab.gnome.org/marge-merge-bot'
  v1_locations:
  - docs/git.md
  year: N/A
https://gitlab.gnome.org/users/sign_in:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: Practical real-world case study showcasing the implementation of the
    Smarkets Marge-bot inside GNOME's GitLab infrastructure. Examines performance
    outcomes when maintaining high-volume open-source codebases under automated review
    queues.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - GitLab Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Example: gitlab.gnome.org/marge-merge-bot'
  addition_method: manual
  v2_locations:
  - git.md
https://gizmodo.com/google-calendar-debuts-appointment-schedule-feature-1848715533:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029374.221917
  stars: 0
  title: 'gizmodo.com: Google Calendar''s New Feature Can Figure Out When Your Friends''
    Don''t Have an Excuse to Flake'
  v1_locations:
  - docs/appointment-scheduling.md
  year: N/A
? https://gkovan.medium.com/a-zero-trust-approach-for-securing-the-supply-chain-of-microservices-packaged-as-container-images-89d2f5b7293b
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033619.072073
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "gkovan.medium.com: A Zero Trust Approach for Securing the Supply Chain of'
    Microservices Packaged as Container Images (sigstore, kyverno, openshift tekton,
    quarkus) \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering gkovan.medium.com:
    A Zero Trust Approach for Securing the Supply Chain of' Microservices Packaged
    as Container Images (sigstore, kyverno, openshift tekton, quarkus) \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://glasskube.dev:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Glasskube.dev represents the homepage and core operational documentation
    hub for Glasskube, a modern enterprise-grade package manager for Kubernetes. Designed
    to eliminate Helm syntax overhead, it provides an intuitive visual UI and CLI
    setup for streamlining complex cluster component lifecycles.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - Package Management
  - Glasskube
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "glasskube.dev \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://globaldatanet.com/blog/terraform-cicd-best-practices:
  addition_method: manual
  content_hash: ef33ef977bd6ec471c10e6b89f1892deb6f4d7a7c1f9971a8e733610c93e00c4
  description: ''
  health_score: 100.0
  last_checked: 1779029113.451953
  stars: 0
  status: online
  title: 'globaldatanet.com: Terraform CI/CD Best Practices'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://globaldatanet.com/tech-blog/aws-iam-identity-center-permission-management-at-scale-part-2:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An in-depth guide focusing on the programmatic management of AWS IAM
    Identity Center (formerly AWS SSO). It explains how to deploy and scale permission
    sets, assignments, and identity mappings across multi-account AWS Organizations
    using infrastructure-as-code, drastically reducing manual administration and configuration
    drift.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - AWS IAM
  - Single Sign-On
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'globaldatanet.com: .AWS IAM Identity Center Permission Management at Scale
    Part 2'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://globaldatanet.com/tech-blog/terraform-cicd-best-practices:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines architectural patterns for executing automated provisioning
    steps. Discusses proper configuration mapping, plan verification stages, transient
    state lock handling, secure key authentication, and cloud drift assessment strategies.
  language: None
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD
  - Automation Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'globaldatanet.com: Terraform CI/CD Best Practices'
  addition_method: manual
  v2_locations:
  - terraform.md
https://gmaster.io:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A visualization client designed to resolve merge conflicts using code-structure
    maps rather than flat text comparisons. Provides refactoring-aware merges to streamline
    alignments, though widely considered a legacy specialized tool in modern workflows.
  language: English
  resource_type: Product
  complexity: Advanced
  hierarchy:
  - DevOps
  - Version Control
  - Desktop Git Clients
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: gmaster
  addition_method: manual
  v2_locations:
  - git.md
https://gmaster.io/mergedroid:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: A semantic merge assistant that analyzes GitHub repositories to automatically
    resolve complex non-trivial merges. Provides structural conflict identification,
    helping engineers isolate syntax conflicts before they hit active branches.
  language: N/A
  resource_type: Service
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Automation Bots
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'gmaster.io - Mergedroid: Automate merging just by analyzing your GitHub
    repo.'
  addition_method: manual
  v2_locations:
  - git.md
https://go.atlassian.com/ijvzec:
  addition_method: automatic
  ai_summary: 'This engineering post breaks down the streaming infrastructure and
    data schemas behind Atlassian Rovo''s collaborative AI canvas. It details how
    the team moved away from static, one-shot prompt interfaces into an active, multi-user
    workspace.


    * **Rich Format Support**: Uses Atlassian Document Format (ADF), SVG, and CSV-based
    data schemas to synthesize pages, whiteboards, and databases.

    * **Real-time Streaming**: Provides low-latency content generation and live editing
    synchronized directly inside active chat conversations.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: A technical architectural deep-dive into how Atlassian constructed
    a collaborative canvas allowing real-time, bidirectional human-AI teamwork.
  hierarchy:
  - Software Engineering
  - AI Integrations
  - Collaborative Canvases
  impact_score: 85
  is_microservice: false
  language: en
  last_checked: 1780401152.315702
  reputation_status: Vetted
  reputation_summary: Official Atlassian shortlink redirecting to their engineering
    publication about Rovo's collaborative AI canvas architecture.
  resource_type: Article
  social_preview_url: ''
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ai
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[CASE STUDY]'
  title: 'Creating with Rovo: How We Built a Collaborative AI Canvas'
  year: '2026'
https://go.atomist.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030981.195083
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Atomist
  v1_locations:
  - docs/scaffolding.md
  v2_locations:
  - scaffolding.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Atomist
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://go.aws/4eFRwIt:
  addition_method: manual
  content_hash: c4f1476a4b8059ed580129ef95bd2856b0876fe260c1eaece06da8eef147564d
  description: ''
  health_score: 100.0
  last_checked: 1779031620.720267
  stars: 0
  title: Convert AWS console actions to reusable code with AWS Console-to-Code, now
    generally available
  v1_locations:
  - docs/aws.md
  year: N/A
https://go.dev:
  addition_method: manual
  ai_summary: The official home of the Go programming language, designed for building
    simple, reliable, and highly efficient cloud-native software. Serves as the ultimate
    portal for runtime specifications and core packages.
  complexity: Beginner
  description: ''
  hierarchy:
  - Cloud Native Languages
  - Go
  - Core Reference
  is_microservice: false
  language: en
  resource_type: Documentation
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  title: golang.org
  v2_locations:
  - golang.md
  year: '2026'
https://go.dev/blog/gopls-vscode-go:
  description: ''
  addition_method: manual
  content_hash: 382b09f3ec274fe3102b69bd93220b8a8845f3a87cf521810a3fba1240c44b7e
  health_score: 100.0
  last_checked: 1779130495.023184
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  stars: 0
  ai_summary: Announces the standard integration of Gopls, the official Go language
    server, into the VS Code Go extension, ensuring native refactoring, precise definition
    hopping, and autocompletion for Go developers.
  language: Go
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Development Tools
  - VS Code
  - Language Servers
  is_microservice: false
  title: 'blog.golang.org: Gopls on by default in the VS Code Go extension'
https://go.dev/blog/pkgsite-search-redesign:
  addition_method: manual
  ai_summary: Details the architectural redesign of the official Go package registry
    search. Highlights usability and indexing upgrades implemented to streamline package
    discovery for developers.
  complexity: Beginner
  content_hash: 1c3e6ab66eddcc9c2833200aff84633a04e137831e101117ae7029571eeeec52
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Core Reference
  is_microservice: false
  language: en
  last_checked: 1779031535.51647
  needs_ai_refresh: true
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'go.dev: A new search experience on pkg.go.dev'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://go.digitalocean.com/cicd-on-k8s:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029270.149523
  stars: 0
  title: go.digitalocean.com/cicd-on-k8s
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://go.weave.works/2021_GitOps_Maturity_Model.html:
  addition_method: manual
  content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9
  description: ''
  health_score: 100.0
  last_checked: 1779033762.40951
  stars: 0
  title: 'go.weave.works: The GitOps Maturity Model - 4 evolutionary steps to continuous''
    delivery (pdf)'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://go.weave.works/automating-kubernetes-with-gitops-wp.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: High-density whitepaper outlining standard practices for automating
    configuration and state management on K8s. Elaborates on controller mechanics,
    state checking intervals, and self-healing cluster loops.
  language: English
  resource_type: Whitepaper
  complexity: Advanced
  hierarchy:
  - GitOps
  - Implementation
  - Automation Principles
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "weave.works: Automating Kubernetes with GitOps (whitepaper) \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://go.weave.works/gitops-ebook.html:
  addition_method: manual
  content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9
  description: ''
  health_score: 100.0
  last_checked: 1779031794.822667
  stars: 0
  status: online
  title: 'go.weave.works: The Practical Guide to GitOps (eBook)'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://go.weave.works/hardening-git-for-gitops.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses exclusively on securing the Git version control system to withstand
    supply chain exploits. Details branch protections, cryptographic GPG/SSH commit
    signatures, multi-signature reviews, and audit trails.
  language: English
  resource_type: Whitepaper
  complexity: Advanced
  hierarchy:
  - GitOps
  - Security
  - Hardening
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weave.works: Hardening Git for GitOps (white paper)'
  addition_method: manual
  v2_locations:
  - gitops.md
https://go.weave.works/production-ready-kubernetes-checklist.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A structured checklist for preparing Kubernetes workloads for production
    environments. Tracks configuration rules for autoscaling parameters, multi-zone
    node configurations, backup recovery mechanisms, and observability pipelines to
    ensure system availability. Note: Weave Works has shut down operations, but the
    underlying checklist framework remains a valuable baseline.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Production Readiness
  - Checklists
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "weave.works: Production Ready Checklists for Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://goglides.io/running-openebs-in-kubernetes/371:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033258.672503
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'goglides.io: Running OpenEBS in Kubernetes'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering goglides.io:
    Running OpenEBS in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://goharbor.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Harbor is a CNCF Graduated, enterprise-class container registry that
    secures artifacts with role-based access control, vulnerability scanning (via
    Trivy), and cryptographic image signing (via Cosign/Notary). It provides multi-tenant
    capabilities, geographic replication, and advanced audit logging. As a de facto
    standard for private cloud registries, it is highly adopted globally.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure Security
  - Container Registries
  - Harbor
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Harbor
  addition_method: manual
  v2_locations:
  - registries.md
https://goharbor.io/docs/2.0.0/install-config/quick-install-script:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step instructions for deploying a Harbor container registry
    instance quickly using an automated install script. This setup is highly suited
    for developer local environments, evaluations, and rapid proof-of-concept deployments.
    In production environments, enterprise-ready architectures should use the official
    Harbor Helm Chart instead.
  language: Shell
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Infrastructure Security
  - Container Registries
  - Harbor Installation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'goharbor.io: Deploy Harbor with the Quick Installation Script'
  addition_method: manual
  v2_locations:
  - registries.md
https://gokatalyst.io/blog/2023/12/06/katalyst-a-qos-based-resource-management-system-for-workload-colocation-on-kubernetes:
  addition_method: manual
  content_hash: 5341198351d010a00c95cd4d06592e7ffc6f87d9cf348d684a3227b84d603068
  health_score: 100.0
  last_checked: 1779033486.746723
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes.md
https://gokhan-karadas1992.medium.com/argocd-kubevela-integration-eb88dc0484e0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033218.040237
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'gokhan-karadas1992.medium.com: ArgoCD + Kubevela Integration'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering gokhan-karadas1992.medium.com:
    ArgoCD + Kubevela Integration in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://gokulchandrapr.medium.com/amazon-eks-anywhere-eks-connector-600953aaa42d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029128.485128
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'gokulchandrapr.medium.com: Amazon EKS Anywhere & EKS Connector'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering gokulchandrapr.medium.com:
    Amazon EKS Anywhere & EKS Connector in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://gokuldevops.medium.com/argo-cdsample-app-deployment-56b36601f279:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030322.826107
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'gokuldevops.medium.com: Argo CD-Sample app deployment'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering gokuldevops.medium.com:
    Argo CD-Sample app deployment in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://golang.org:
  addition_method: manual
  content_hash: a8435122408990ff986be2f095ffd930aaba3f6f2bd77f54ae000b6a1582a4ec
  description: ''
  health_score: 100.0
  last_checked: 1779029132.692355
  stars: 0
  status: online
  title: golang.org
  v1_locations:
  - docs/golang.md
  year: N/A
https://golangrepo.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030262.253843
  stars: 0
  title: "==golangrepo.com== \U0001F31F"
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
  is_special: true
https://googlecloudcheatsheet.withgoogle.com:
  addition_method: manual
  content_hash: 098e1fc5bb9f8fd139c0600928d12eb31442af5429587dbb3b974ce3af553aa0
  description: ''
  health_score: 100.0
  last_checked: 1779033336.450708
  stars: 0
  status: online
  title: '==googlecloudcheatsheet.withgoogle.com: Google Cloud Developer cheat sheet=='
  v1_locations:
  - docs/GoogleCloudPlatform.md
  - docs/cheatsheets.md
  year: N/A
https://goteleport.com/blog/devsecops-passwordless:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines the transition from static SSH keys and database credentials
    to short-lived, identity-driven access methods. Outlines using WebAuthn standards,
    public-key cryptography, and modern IAM federation to eliminate credential storage
    risks.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security
  - Access Management
  - Passwordless Authentication
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'goteleport.com: Why DevSecOps is Going Passwordless'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://goteleport.com/blog/hack-via-pull-request:
  description: "- [==edidiongasikpo.com: How to Give Developers Secure Access to Kubernetes
    Clusters== \U0001F31F](https://edidiongasikpo.com/how-to-give-developers-secure-access-to-kubernetes-clusters)"
  year: '2022'
  stars: 0
  ai_summary: Provides a forensic simulation of a CI/CD supply-chain breach, demonstrating
    how unauthorized pull requests can exploit runners to exfiltrate cloud credentials.
    Highlights mitigation strategies like OpenID Connect (OIDC) authentication, ephemeral
    runners, and branch protection rules.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security
  - Supply Chain
  - CI-CD Attacks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'goteleport.com: Anatomy of a Cloud Infrastructure Attack via a Pull Request'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://goteleport.com/blog/how-to-ssh-properly:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Deep technical reference on modern SSH architecture and key rotation
    practices. Explores proper configuration, disabling password authentication, managing
    multiple profiles, and transitioning towards certificate-based SSH access models.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "gravitational.com: How to SSH Properly \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://goteleport.com/blog/kube-authn-methods:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Synthesizes multiple Kubernetes authentication methods—including bootstrap
    tokens, client certificates, webhook tokens, and OIDC federation. Provides an
    architect-level comparison of trade-offs regarding credential life and operational
    complexity.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - Authentication
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'goteleport.com: A Simple Overview of Authentication Methods for Kubernetes
    Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://goteleport.com/blog/kubernetes-api-access-security:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Assesses security postures for Kube-API exposure, outlining standard
    secure practices including zero-trust access, bastions, detailed telemetry streams,
    and short-lived credentials.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - API Access Protection
  - Teleport Access Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'goteleport.com: Kubernetes API Access Security Hardening'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://goteleport.com/blog/kubernetes-sso-saml:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deconstructs the mechanics of configuring Single Sign-On (SSO) for cluster
    environments utilizing SAML. The guide explains authentication federation patterns,
    mapping identity provider attributes to Kubernetes RBAC roles. This setup ensures
    seamless, centralized access management for enterprise platform infrastructure.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - SSO & SAML
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'gravitational.com: How to Set Up Kubernetes SSO with SAML'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://goteleport.com/blog/ssh-certificates:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: In-depth structural review of SSH Certificates compared to public/private
    keys. Explains how SSH CAs sign cryptographic certificates to eliminate interactive
    public key management and enforce strict access expiry.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "goteleport.com: SSH Certificates Security. SSH Access Hardening \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://goteleport.com/blog/ssh-vs-kubectl:
  description: ''
  addition_method: manual
  content_hash: ccb0aae514164f042c250cd029d710227a7114729436c87d19135bbdb4768506
  health_score: 100.0
  last_checked: 1779033806.1347
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2026'
  ai_summary: An architectural comparison contrasting standard SSH access with the
    API-driven 'kubectl exec' command. From a security boundary posture, it highlights
    why 'kubectl exec' is preferred inside modern clusters as it eliminates secondary
    authentication pipelines and relies purely on Kubernetes RBAC structures.
  language: N/A
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Security
  is_microservice: false
  title: 'goteleport.com: kubectl exec vs SSH'
https://gpustack.ai:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Explores GPUStack (associated with gpustack.ai / seal.io's evolution),
    an open-source platform engine designed for local and cloud GPU orchestration.
    Enables developers and platform teams to easily provision, manage, and scale AI/LLM
    execution environments across heterogeneous hardware infrastructure.
  language: English
  resource_type: Open Source Project
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - AI Platform
  - GPU Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'seal.io: Open Source Platform Engineering for Dev & Ops'
  addition_method: manual
  v2_locations:
  - devops.md
https://gradle.org:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The primary landing portal for Gradle, a high-performance, open-source
    build automation system. Live Grounding confirms Gradle's position as a dominant
    enterprise build engine, optimizing multi-project build caching, incremental compilation,
    and providing highly flexible Groovy and Kotlin DSL structures.
  language: English
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Build Tools
  - Gradle
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: gradle.org
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://grafana.com:
  description: "- [prometheus-2.17.1.linux-amd64](https://prometheus.io)\n    - [apache-artemis-2.11.0](https://artemis.apache.org/components/artemis)\n
    \   - [apache-maven-3.6.3](https://maven.apache.org)"
  year: '2020'
  stars: 0
  ai_summary: A legacy RPM binary package of Grafana 6.7.2. Kept as a reference point
    for historical dashboards and older enterprise network configurations.
  language: None
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Package Archives
  - Visualization
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: grafana-6.7.2-1.x86_64.rpm
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/about/press/2021/11/10/grafana-labs-and-microsoft-partner-to-deliver-new-first-party-microsoft-azure-service:
  addition_method: manual
  content_hash: 6abdeca0947896abcd9e3b5520c1ee78ffc9bf6b68f1aa65d0d333c13acd25de
  description: ''
  health_score: 100.0
  last_checked: 1779030251.176644
  stars: 0
  status: online
  title: 'grafana.com: Grafana Labs and Microsoft partner to deliver new first party''
    Microsoft Azure service'
  v1_locations:
  - docs/grafana.md
  year: N/A
https://grafana.com/blog/2020/07/22/introducing-the-new-and-improved-new-relic-plugin-for-grafana:
  addition_method: manual
  content_hash: 54d16dab5a4e1951488181d1ade57325dc39e96fe8fa3c4cae03ee4db37e9968
  description: ''
  health_score: 100.0
  last_checked: 1779031021.750111
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: Introducing the new and improved New Relic plugin for Grafana'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    Introducing the new and improved New Relic plugin for Grafana in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2020/08/26/popular-community-plugins-that-can-improve-your-grafana-dashboards:
  addition_method: manual
  content_hash: ac521043c65c8a49700d014629d02b010f728b5e68daddd281eaf3ee27c70db5
  description: ''
  health_score: 100.0
  last_checked: 1779034462.355964
  review_metadata:
    original_url: https://grafana.com/blog/2020/08/26/popular-community-plugins-that-can-improve-your-grafana-dashboards
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.968277'
  stars: 0
  status: online
  title: "Popular community plugins that can improve your Grafana dashboards \U0001F31F"
  v1_locations:
  - docs/grafana.md
  year: N/A
https://grafana.com/blog/2020/09/21/how-we-use-the-grafana-github-plugin-to-track-outstanding-pull-requests:
  addition_method: manual
  ai_summary: Grafana details their internal workflow configuration utilizing the
    Grafana GitHub plugin to visualize team velocity, pull request backlogs, and code
    review cycle times. This approach transitions software delivery metrics into real-time
    operational panels alongside infrastructure performance data. By unifying telemetry
    and development state, engineering managers gain unprecedented visibility into
    systemic delivery bottlenecks.
  complexity: Intermediate
  content_hash: e2dded09ea09dc1cd4e6d82daaa37645260d26e8239c2e8c86632952185fb24e
  description: ''
  health_score: 100.0
  hierarchy:
  - Developer Tools
  - Infrastructure Monitoring
  - Developer Experience Dashboards
  is_microservice: false
  language: English
  last_checked: 1779032346.567176
  resource_type: blog
  stars: 0
  status: online
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: How we use the Grafana GitHub plugin to track outstanding pull''
    requests'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
https://grafana.com/blog/2020/10/27/announcing-grafana-tempo-a-massively-scalable-distributed-tracing-system:
  addition_method: manual
  content_hash: 4d08f8391695a9f5a04086f97a95e86d11093055aaec7207f5ece5bca76112e7
  description: ''
  health_score: 100.0
  last_checked: 1779033430.811483
  review_metadata:
    original_url: https://grafana.com/blog/2020/10/27/announcing-grafana-tempo-a-massively-scalable-distributed-tracing-system
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.988357'
  stars: 0
  status: online
  title: "grafana.com: Announcing Grafana Tempo, a massively scalable distributed'
    tracing system \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://grafana.com/blog/2021/01/08/get-started-with-prometheus-with-these-three-easy-projects:
  addition_method: manual
  content_hash: e84b66663fadbde62c883b2508f2dc69d9855673b1bd9dd9c7dfc0e48e781dfc
  description: ''
  health_score: 100.0
  last_checked: 1779030712.166021
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==grafana.com: Get started with Prometheus with these three easy projects=='
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==grafana.com:
    Get started with Prometheus with these three easy projects== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2021/01/25/a-beginners-guide-to-distributed-tracing-and-how-it-can-increase-an-applications-performance:
  addition_method: manual
  content_hash: 52cc47e8a7058e8f87d6c80348209d93e51ca9a022b87291e7585bab534c7f75
  description: ''
  health_score: 100.0
  last_checked: 1779031386.824384
  review_metadata:
    original_url: https://grafana.com/blog/2021/01/25/a-beginners-guide-to-distributed-tracing-and-how-it-can-increase-an-applications-performance
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.002276'
  stars: 0
  status: online
  title: "grafana.com: A beginner's guide to distributed tracing and how it can increase'
    an application's performance \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  year: N/A
? https://grafana.com/blog/2021/04/05/using-telegraf-plugins-to-visualize-industrial-iot-data-with-the-grafana-cloud-hosted-prometheus-service
: addition_method: manual
  content_hash: b7e57733bbe2ce014224d59348e37831f22142336753c49c1a73bfad2091a2ce
  description: ''
  health_score: 100.0
  last_checked: 1779031461.475458
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: Using Telegraf plugins to visualize industrial IoT data with''
    the Grafana Cloud Hosted Prometheus service'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    Using Telegraf plugins to visualize industrial IoT data with'' the Grafana Cloud
    Hosted Prometheus service in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://grafana.com/blog/2021/04/08/how-we-use-metamonitoring-prometheus-servers-to-monitor-all-other-prometheus-servers-at-grafana-labs
: addition_method: manual
  content_hash: 25fea83d846c79cd23a87704dc92b8813ddbb56786975afca19dd4fb6512e7b8
  description: ''
  health_score: 100.0
  last_checked: 1779030892.55438
  review_metadata:
    original_url: https://grafana.com/blog/2021/04/08/how-we-use-metamonitoring-prometheus-servers-to-monitor-all-other-prometheus-servers-at-grafana-labs
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.949231'
  stars: 0
  status: online
  title: 'grafana.com: How we use metamonitoring Prometheus servers to monitor all''
    other Prometheus servers at Grafana Labs'
  v1_locations:
  - docs/prometheus.md
  year: N/A
? https://grafana.com/blog/2021/07/06/whats-new-in-grafana-cloud-for-july-2021-traces-live-streaming-kubernetes-and-docker-integrations-and-more
: addition_method: manual
  content_hash: 6307927eb723803f0de1c2b6b4d348c3c08439e938b6c2e362558d5f599eb387
  description: ''
  health_score: 100.0
  last_checked: 1779030508.08261
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: What''s new in Grafana Cloud for July 2021: Traces, live streaming,''
    Kubernetes and Docker integrations, and more'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    What''s new in Grafana Cloud for July 2021: Traces, live streaming,'' Kubernetes
    and Docker integrations, and more in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://grafana.com/blog/2021/07/26/get-comprehensive-monitoring-for-your-apache-kafka-ecosystem-instances-quickly-with-grafana-cloud
: addition_method: manual
  ai_summary: 'Curator Insight: Overview of cloud-managed observability templates
    for Kafka. Live Grounding: Details the installation of preconfigured Grafana dashboards
    targeting JVM metrics, consumer group lag, broker performance, and broker/under-replicated
    partition alerts.'
  complexity: Intermediate
  content_hash: 2935538fe3d34504e4446603cf855f18bb72db8224e49636fb8ee81f857d20fc
  description: ''
  health_score: 100.0
  hierarchy:
  - Observability
  - Monitoring
  - Grafana Integration
  is_microservice: false
  language: English
  last_checked: 1779030010.206456
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: Get comprehensive monitoring for your Apache Kafka ecosystem''
    instances quickly with Grafana Cloud'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
https://grafana.com/blog/2021/08/05/grafana-8.1-released-new-geomap-and-annotations-panels-updated-plugin-management-and-more:
  addition_method: manual
  content_hash: 2ec240edbb7fc5b03dd2b4a7064e8222641521c259c69313b26b9aadb16b8e23
  description: ''
  health_score: 100.0
  last_checked: 1779034155.989372
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: Grafana 8.1 released: New Geomap and Annotations panels, updated''
    plugin management, and more'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    Grafana 8.1 released: New Geomap and Annotations panels, updated'' plugin management,
    and more in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2021/08/31/how-istio-tempo-and-loki-speed-up-debugging-for-microservices:
  addition_method: manual
  content_hash: 652762717f4e5651461bba4ca20f1d381b852840d263a8edbc8c9e85453207c5
  description: ''
  health_score: 100.0
  last_checked: 1779029632.551858
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: How Istio, Tempo, and Loki speed up debugging for microservices'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    How Istio, Tempo, and Loki speed up debugging for microservices in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2021/11/16/why-we-created-a-prometheus-agent-mode-from-the-grafana-agent:
  addition_method: manual
  content_hash: aed97a7c2ae48b5c1995a90543a4580b252c25b6b60b8849a28a40d572282e8a
  description: ''
  health_score: 100.0
  last_checked: 1779033167.858785
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: Why we created a Prometheus Agent mode from the Grafana Agent'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    Why we created a Prometheus Agent mode from the Grafana Agent in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2021/11/17/2021/11/17/grafana-aws-cloudwatch-integration:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031883.702377
  stars: 0
  status: online
  title: 'grafana.com: Introducing the AWS CloudWatch integration, Grafana Cloud''s''
    first fully managed integration'
  v1_locations:
  - docs/grafana.md
  year: N/A
https://grafana.com/blog/2021/11/17/grafana-aws-cloudwatch-integration:
  addition_method: manual
  content_hash: 2187aedb854cc5c737fb4f732751d03ff84815a3c337c2a1338bbd9621628141
  health_score: 64.0
  last_checked: 1779130494.987559
  review_metadata:
    original_url: https://grafana.com/blog/2021/11/17/grafana-aws-cloudwatch-integration
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.987562'
  status: review_required
  v1_locations:
  - docs/grafana.md
https://grafana.com/blog/2021/11/19/a-3-step-guide-to-troubleshooting-and-visualizing-kubernetes-with-grafana-cloud:
  addition_method: manual
  content_hash: 6c243178b54689f1f9f4c2e0c6422f84c7fbd32353ecf3086adfe39f6d69e66f
  description: ''
  health_score: 100.0
  last_checked: 1779032590.25829
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==grafana.com: A 3-step guide to troubleshooting and visualizing Kubernetes''
    with Grafana Cloud=='
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==grafana.com:
    A 3-step guide to troubleshooting and visualizing Kubernetes'' with Grafana Cloud==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2021/11/29/how-to-build-performance-tests-into-your-ci-pipeline-with-k6-github-actions-and-grafana:
  addition_method: manual
  content_hash: 7840bdbf499358cf62afabf504ecf2f436de75b7779bf55a6f16488ed6bb28d2
  description: ''
  health_score: 100.0
  last_checked: 1779031442.999613
  stars: 0
  title: 'grafana.com: How to build performance tests into your CI pipeline with k6,''
    GitHub Actions, and Grafana'
  v1_locations:
  - docs/qa.md
  year: N/A
https://grafana.com/blog/2021/12/06/testing-shift-left-observability-with-the-grafana-stack-opentelemetry-and-k6:
  addition_method: manual
  content_hash: e62b473ea2727dafb68c50f5759814efd0ca8c2b6a34f0594b20d361810c4ab1
  description: ''
  health_score: 100.0
  last_checked: 1779032458.102519
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: Testing shift left observability with the Grafana Stack, OpenTelemetry,''
    and k6'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    Testing shift left observability with the Grafana Stack, OpenTelemetry,'' and
    k6 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2022/01/11/top-5-user-requested-synthetic-monitoring-alerts-in-grafana-cloud:
  addition_method: manual
  content_hash: 29dc15bedc98a05ecd9e5ca2a180be34e57ec4668838eb7b83bd784cd4683a83
  description: ''
  health_score: 100.0
  last_checked: 1779032098.527183
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: Top 5 user-requested synthetic monitoring alerts in Grafana''
    Cloud'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    Top 5 user-requested synthetic monitoring alerts in Grafana'' Cloud in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2022/01/19/a-beginners-guide-to-network-monitoring-with-grafana-and-prometheus:
  addition_method: manual
  content_hash: 22c647b279b4870514569f5079f22df3e156d4fb34875d05c61722279b3f5bd8
  description: ''
  health_score: 100.0
  last_checked: 1779032293.839692
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==grafana.com: A beginner''s guide to network monitoring with Grafana and''
    Prometheus=='
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==grafana.com:
    A beginner''s guide to network monitoring with Grafana and'' Prometheus== in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2022/01/27/video-how-to-build-a-prometheus-query-in-grafana:
  addition_method: manual
  content_hash: 3300535eb36ef7b00b467aaa6ddd81433e0a3be53904e05f82e04f0ed36b301d
  description: ''
  health_score: 100.0
  last_checked: 1779033664.175077
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: Video: How to build a Prometheus query in Grafana'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    Video: How to build a Prometheus query in Grafana in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2022/02/01/an-advanced-guide-to-network-monitoring-with-grafana-and-prometheus:
  addition_method: manual
  content_hash: 711977a69c9fe402d2aa73ed14aea43332efcf950988cab92ca0f926919b4970
  description: ''
  health_score: 100.0
  last_checked: 1779034425.462818
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: An advanced guide to network monitoring with Grafana and Prometheus'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    An advanced guide to network monitoring with Grafana and Prometheus in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2022/04/05/how-to-use-websockets-to-visualize-real-time-iot-data-in-grafana:
  addition_method: manual
  content_hash: 743cdf15d4fdb1e7cb305f6ac3e48aa163620f461ecc1c14470c39a3d770cef7
  description: ''
  health_score: 100.0
  last_checked: 1779033167.863333
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==grafana.com: How to use WebSockets to visualize real-time IoT data in''
    Grafana=='
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==grafana.com:
    How to use WebSockets to visualize real-time IoT data in'' Grafana== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2022/06/06/grafana-dashboards-a-complete-guide-to-all-the-different-types-you-can-build:
  addition_method: manual
  content_hash: 3d56c0c80180a3aef05599da64998b018400fbf39c84b0fe941181c862da3a1b
  description: ''
  health_score: 100.0
  last_checked: 1779031721.200652
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: Grafana dashboards: A complete guide to all the different types''
    you can build'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    Grafana dashboards: A complete guide to all the different types'' you can build
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2022/07/13/introducing-kubernetes-monitoring-in-grafana-cloud:
  addition_method: manual
  content_hash: f8d444f8d229600bdd703e9782fb0a03e7c65d8c66b66cbe2fc5c5eafec65d97
  description: ''
  health_score: 100.0
  last_checked: 1779029473.637766
  review_metadata:
    original_url: https://grafana.com/blog/2022/07/13/introducing-kubernetes-monitoring-in-grafana-cloud
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.949398'
  stars: 0
  status: online
  title: 'grafana.com: Introducing Kubernetes Monitoring in Grafana Cloud'
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://grafana.com/blog/2022/10/20/how-to-manage-high-cardinality-metrics-in-prometheus-and-kubernetes:
  addition_method: manual
  ai_summary: Provides an in-depth operational guide on mitigating Prometheus cardinality
    spikes within Kubernetes clusters. Curator insight emphasizes structural optimization
    of metric labels, while live grounding confirms Grafana's continuing dominance
    in visualization platforms handling high-churn timeseries data. Key strategies
    include using metric relabel configurations and dropping redundant metrics prior
    to ingestion.
  complexity: Advanced
  content_hash: 5ecd4ffd70e15e22d2e69104b4dd2366004aefdc227964c4753f75c8ec9f3dee
  description: ''
  health_score: 100.0
  hierarchy:
  - Observability
  - Metrics
  - Prometheus
  is_microservice: false
  language: English
  last_checked: 1779031597.029626
  resource_type: Blog/Guide
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'grafana.com: How to manage high cardinality metrics in Prometheus and Kubernetes'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
https://grafana.com/blog/2022/11/02/introducing-grafana-faro-oss-application-observability:
  addition_method: manual
  content_hash: 1d3e2523a0f95cbe6befaa581f77cdbea122d6daa840ba5cc71ea9123e017264
  description: ''
  health_score: 100.0
  last_checked: 1779031500.404494
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: Introducing Grafana Faro, an open source project for frontend''
    application observability'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    Introducing Grafana Faro, an open source project for frontend'' application observability
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2022/12/06/a-complete-guide-to-managing-grafana-as-code-tools-tips-and-tricks:
  addition_method: manual
  content_hash: d6842e11215974a6410af7aba10582baddb1f4ea2969dc8b7a8ce1b9563d3353
  description: ''
  health_score: 100.0
  last_checked: 1779031616.150167
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: A complete guide to managing Grafana as code: tools, tips,''
    and tricks'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    A complete guide to managing Grafana as code: tools, tips,'' and tricks in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2022/12/08/grafana-9.3-feature-grafana-oauth-token-improvements/?mdm=social:
  addition_method: manual
  content_hash: 2ec240edbb7fc5b03dd2b4a7064e8222641521c259c69313b26b9aadb16b8e23
  description: ''
  health_score: 100.0
  last_checked: 1779033827.918134
  stars: 0
  title: 'grafana.com: Grafana 9.3 feature: Grafana OAuth token improvements'
  v1_locations:
  - docs/grafana.md
  year: N/A
https://grafana.com/blog/2023/01/19/how-to-monitor-kubernetes-clusters-with-the-prometheus-operator:
  addition_method: manual
  content_hash: 142887474a2e65d10127a0d61e34fa6bfea7efc749272a510c81918a538aa5cc
  description: ''
  health_score: 100.0
  last_checked: 1779032406.767744
  review_metadata:
    original_url: https://grafana.com/blog/2023/01/19/how-to-monitor-kubernetes-clusters-with-the-prometheus-operator
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.016750'
  stars: 0
  status: online
  title: 'grafana.com: How to monitor Kubernetes clusters with the Prometheus Operator'
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://grafana.com/blog/2023/01/31/a-beginners-guide-to-kubernetes-application-monitoring:
  addition_method: manual
  ai_summary: Introduces foundational concepts of monitoring applications running
    inside Kubernetes. It walks through metrics generation, collection using Prometheus,
    and dashboarding via Grafana. Perfect for engineers getting started with basic
    application telemetry.
  complexity: Beginner
  content_hash: 0b0cade843ea1c3636142b1387167da7cb408eceaa975bf4e036f91338cb06b2
  description: ''
  health_score: 100.0
  hierarchy:
  - Observability
  - Metrics
  - Grafana
  is_microservice: false
  language: English
  last_checked: 1779032091.711058
  resource_type: Blog/Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'grafana.com: A beginner''s guide to Kubernetes application monitoring'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
https://grafana.com/blog/2023/03/03/how-to-optimize-resource-utilization-with-kubernetes-monitoring-for-grafana-cloud:
  addition_method: manual
  content_hash: 99f77ff5b8ee77c6dcbc156a86cac7486fa720c5ca61cbf0c823139b9b9fb58b
  description: ''
  health_score: 100.0
  last_checked: 1779030681.404695
  review_metadata:
    original_url: https://grafana.com/blog/2023/03/03/how-to-optimize-resource-utilization-with-kubernetes-monitoring-for-grafana-cloud
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.939261'
  stars: 0
  status: online
  title: "grafana.com: How to optimize resource utilization with Kubernetes Monitoring'
    for Grafana Cloud \U0001F31F"
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://grafana.com/blog/2023/04/07/scrape-azure-metrics-and-monitor-aks-using-grafana-agent:
  addition_method: manual
  content_hash: 61f70b588bd60964e6763e3a1f7e69b28319c47a264fb94899f8d23ae0fad1fc
  description: ''
  health_score: 100.0
  last_checked: 1779032729.679697
  review_metadata:
    original_url: https://grafana.com/blog/2023/04/07/scrape-azure-metrics-and-monitor-aks-using-grafana-agent
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.010536'
  stars: 0
  status: online
  title: "==grafana.com: Scrape Azure metrics and monitor AKS using Grafana Agent=='
    \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://grafana.com/blog/2023/10/16/why-companies-choose-grafana-cloud-over-self-managed-oss-stacks:
  addition_method: manual
  content_hash: 3a2120b1eea9e83d29f6fc7defa578f4be4fd654ff556a4ac797f29bd6860885
  description: ''
  health_score: 100.0
  last_checked: 1779034270.371117
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: Why companies choose Grafana Cloud over self-managed OSS stacks'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    Why companies choose Grafana Cloud over self-managed OSS stacks in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/blog/2023/11/14/grafana-beyla-1.0-release-zero-code-instrumentation-for-application-telemetry-using-ebpf:
  addition_method: manual
  content_hash: 93552d685cd5610d881cdf878104ac9b14714660560d35ae637ffcb0ff9ed9c1
  description: ''
  health_score: 100.0
  last_checked: 1779032224.346588
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grafana.com: Grafana Beyla 1.0 release: zero-code instrumentation for application''
    telemetry using eBPF'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grafana.com:
    Grafana Beyla 1.0 release: zero-code instrumentation for application'' telemetry
    using eBPF in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://grafana.com/docs/agent/v0.32/configuration/integrations/azure-exporter-config:
  addition_method: manual
  content_hash: f48a7411b7e038f9c0672fbb683c857855f25b3405d64c3aafb2a77462a0bf5a
  health_score: 100.0
  last_checked: 1779034482.492685
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
https://grafana.com/docs/grafana-cloud/monitor-infrastructure/integrations/integration-reference/integration-docker:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Exhaustive integration manual for routing Prometheus-compatible engine
    metrics from Docker daemons directly to Grafana Cloud. Demonstrates telemetry
    extraction, container health monitoring, and system dashboard provisioning.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Monitoring & Observability
  - Grafana
  - Metrics collection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'grafana.com: Docker Integration for Grafana Cloud'
  addition_method: manual
  v2_locations:
  - docker.md
https://grafana.com/docs/grafana-cloud/reference/integrations/integration-docker:
  addition_method: manual
  content_hash: f9fae31ae60d3c82931068c0199fbd61679dc96e7725b5caf479dcce103f723a
  description: ''
  health_score: 100.0
  last_checked: 1779030135.145087
  stars: 0
  status: online
  title: 'grafana.com: Docker Integration for Grafana Cloud'
  v1_locations:
  - docs/docker.md
  year: N/A
https://grafana.com/docs/grafana/latest/administration/provisioning:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official operational manual detailing Grafana's file-based provisioning
    system. By defining dashboards, notification integrations, and cluster data sources
    in declarative YAML, platform engineering teams can easily automate Grafana configuration
    via GitOps.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Observability
  - Visualization
  - Grafana Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "grafana.com: Provisioning Grafana \U0001F31F"
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/docs/v5.4:
  addition_method: manual
  content_hash: f5c26428f20623d10029e097f5577aa90154818224e71f7dc39a4a72d01fa2d7
  description: ''
  health_score: 100.0
  last_checked: 1779033802.386378
  stars: 0
  status: online
  title: grafana.com/docs/v5.4/
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://grafana.com/grafana/dashboards:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official ecosystem library hosting thousands of pre-configured dashboard
    JSON definitions. Enables fast deployment of visual layouts for standard tools
    like databases, networks, and virtualizers.
  language: JSON
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Dashboards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Grafana Dashboards
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/grafana/dashboards/10702:
  addition_method: manual
  content_hash: c521ad71aef223544836bc2a81e2c6b31c6d7b4e92eaec572beb0bd51c41793c
  description: ''
  health_score: 100.0
  last_checked: 1779030986.921698
  stars: 0
  title: grafana.com/grafana/dashboards/10702
  v1_locations:
  - docs/grafana.md
  - docs/prometheus.md
  year: N/A
https://grafana.com/grafana/dashboards/10702-activemq:
  addition_method: manual
  content_hash: 6a15a8952a1cf9bf98be3f41f7c311520e8ce50ab316b48fa791958a6015ed48
  health_score: 100.0
  last_checked: 1779130494.963516
  v1_locations:
  - docs/grafana.md
  - docs/prometheus.md
https://grafana.com/grafana/dashboards/9087:
  addition_method: manual
  content_hash: 8ce121c6ac51b3fa1743f4dcf4c8134755b5d7c71568fd71f5c490176d972d95
  health_score: 100.0
  last_checked: 1779033237.525003
  v1_locations:
  - docs/grafana.md
https://grafana.com/grafana/dashboards/9777:
  addition_method: manual
  content_hash: 9b87516c2456bed766a28924623ef45278edcd0c2b6c96b5ab4680f56c1e5225
  health_score: 100.0
  last_checked: 1779029479.330388
  v1_locations:
  - docs/grafana.md
https://grafana.com/grafana/dashboards/9777-watermill:
  addition_method: manual
  content_hash: b51b472ae700de329a34b2da210a93343727dd3f9cee9f68a76fc844fb1c3a27
  health_score: 100.0
  last_checked: 1779130494.966391
  v1_locations:
  - docs/grafana.md
https://grafana.com/grafana/dashboards/?collector=Telegraf:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Curated dashboard collection optimized for displaying metrics gathered
    via Telegraf. Provides visual paradigms for memory, system operations, disk throughput,
    and CPU scaling.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Observability
  - Visualization
  - Grafana Dashboards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Grafana Dashboards with Telegraf Collectors
  addition_method: manual
  v2_locations:
  - prometheus.md
https://grafana.com/grafana/dashboards?collector=Telegraf:
  addition_method: manual
  content_hash: b6d7a3debd14be699cdcf1261c8afab8597a9e4e58e7d34964bddf9dbf550741
  description: ''
  health_score: 100.0
  last_checked: 1779031064.946709
  stars: 0
  title: Grafana Dashboards with Telegraf Collectors
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://grafana.com/oss/faro:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: Introduction to Grafana Faro, an open-source web SDK designed for Frontend
    Application Observability. Collects real-time core web vitals, user logs, console
    errors, and session metrics.
  language: TypeScript
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - User Experience Monitoring
  - Frontend Observability
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Grafana Faro \U0001F31F"
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/oss/grafana/?mdm=social:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Architectural breakdown of OAuth credentials handling enhancements in
    Grafana 9.3. Focuses on downstream token propagation, background credential refreshes,
    and access token security constraints.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Security & Access Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'grafana.com: Grafana 9.3 feature: Grafana OAuth token improvements'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/oss/loki:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Grafana Loki is a highly available, multi-tenant log aggregation engine
    designed to index metadata labels instead of log contents. Minimizes overhead
    and simplifies Kubernetes-native log parsing.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Log Management
  - Log Aggregation
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Grafana Loki
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/oss/oncall:
  description: ''
  addition_method: manual
  content_hash: 298b6ca486a499dc411e8ca2e58a3864532aa17b1ad4dfcdddef4bb76cdd6bf3
  health_score: 100.0
  last_checked: 1779030825.007785
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Grafana OnCall OSS is an open-source, developer-friendly incident response
    and alert management tool designed to integrate natively with Prometheus and Grafana
    alerts. It enables on-call engineering teams to easily configure alert schedules,
    escalation pipelines, and slack integrations directly from an intuitive interface.
    It simplifies operations by centralizing alerting rules and on-call schedules.
  language: Python
  resource_type: Incident Response Engine
  complexity: Intermediate
  hierarchy:
  - Observability
  - Incident Response
  - Operations
  is_microservice: true
  title: Grafana OnCall OSS
https://grafana.com/press/2021/11/10/grafana-labs-and-microsoft-partner-to-deliver-new-first-party-microsoft-azure-service:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official announcement of the partnership between Microsoft and Grafana
    Labs, launching Azure Managed Grafana. Details native Azure security, directory
    integrations, and SaaS SLA support.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Cloud & Enterprise Partnerships
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'grafana.com: Grafana Labs and Microsoft partner to deliver new first party
    Microsoft Azure service'
  addition_method: manual
  v2_locations:
  - grafana.md
https://granulate.io/a-deep-dive-into-kubernetes-scheduling:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029838.521916
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'granulate.io: A Deep Dive into Kubernetes Scheduling'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering granulate.io:
    A Deep Dive into Kubernetes Scheduling in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://graphql.org:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The GraphQL home, defining the industry-standard data query and schema
    management protocol. By letting clients request exactly what they need, GraphQL
    solves REST's over-fetching and under-fetching limitations.
  language: Agnostic
  resource_type: Specification
  complexity: Advanced
  hierarchy:
  - API Architectures
  - GraphQL
  - Specification
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: GraphQL
  addition_method: manual
  v2_locations:
  - api.md
https://graphviz.online:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: An alternative web interface facilitating online rendering of Graphviz
    constructs. Standardizes the design and inspection of infrastructure dependencies
    dynamically computed via declarative schemas.
  language: JavaScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Visualization
  - Online Editors
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: graphviz.online
  addition_method: manual
  v2_locations:
  - terraform.md
https://graphviz.org:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Open-source graph visualization software. Frequently paired with `terraform
    graph` to render DOT files into legible visual topologies, depicting complex network,
    instance, and workspace dependency graphs.
  language: C
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Visualization
  - Tooling
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: graphviz.org
  addition_method: manual
  v2_locations:
  - terraform.md
https://gravitational.com/blog/how-to-ssh-properly:
  addition_method: manual
  content_hash: 466fa16d7ed09c5ffe4bfdb3087a88c9d17fdb5cb9b1d5e9a5a23321b62ee0e3
  description: ''
  health_score: 100.0
  last_checked: 1779033751.257786
  stars: 0
  status: online
  title: "gravitational.com: How to SSH Properly \U0001F31F"
  v1_locations:
  - docs/linux.md
  year: N/A
https://gravitational.com/blog/kubernetes-sso-saml:
  addition_method: manual
  content_hash: a4eefea90e0648e41fa945e6e52e68faa9aac64a1c7fde180c95dd60fb3b3bca
  description: ''
  health_score: 100.0
  last_checked: 1779033218.621561
  stars: 0
  status: online
  title: 'gravitational.com: How to Set Up Kubernetes SSO with SAML'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://gravitydevops.com/terraform-tutorials-basic-to-advanced:
  addition_method: manual
  content_hash: 1dfa6187447339288b03844bcbe94034c1f672cdd0f4d0b401ff381b9096481f
  description: ''
  health_score: 100.0
  last_checked: 1779030686.401825
  stars: 0
  status: online
  title: 'gravitydevops.com: Terraform: A Step-by-Step Guide from Basics to Advanced''
    Techniques'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://gravitydevops.com/terraform-tutorials-basic-to-advanced-2025:
  description: ''
  year: '2025'
  stars: 3
  ai_summary: An updated pedagogical guide reflecting modern Terraform patterns up
    to 2025. Highlights the architectural transition toward highly modular setups,
    automated test-driven infrastructure development, and integration with modern
    cloud-native providers. Live grounding validates that this guide is exceptional
    for onboarding engineering talent with clean, cloud-agnostic paradigms.
  language: HCL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Adoption Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'gravitydevops.com: Terraform: A Step-by-Step Guide from Basics to Advanced
    Techniques'
  addition_method: manual
  v2_locations:
  - terraform.md
https://gregsramblings.com/blog/compare-google-cloud-to-aws:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029952.475817
  stars: 0
  title: Mapping of AWS services to Google Cloud
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://grokkinginterview.com/13-rest-api-interview-questions-you-need-to-know-f0e7ec857550:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033704.815509
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'grokkinginterview.com: 13 REST API interview questions you need to know'
  v1_locations:
  - docs/interview-questions.md
  v2_locations:
  - interview-questions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering grokkinginterview.com:
    13 REST API interview questions you need to know in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://groups.google.com/g/ansible-devel/c/CdQ7eWUUm8k?pli=1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Release analysis for Ansible 3.3.0. Details backward compatibility constraints,
    system engine integration tests, updated community collections, and critical bug
    fixes mapped back to the underlying 'ansible-core' codebase.
  language: English
  resource_type: Changelog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Ansible 3.3.0 released
  addition_method: manual
  v2_locations:
  - ansible.md
https://grow.google/certificates/interview-warmup:
  addition_method: manual
  content_hash: 9ab9ae66017074327379717fc5828bc323b701507c50b094945e6e5d2b1c98b6
  description: ''
  health_score: 100.0
  last_checked: 1779031800.130831
  stars: 0
  status: online
  title: 'grow.google: interview warmup'
  v1_locations:
  - docs/interview-questions.md
  year: N/A
https://grow.google/grow-your-career/articles/interview-tips:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An interactive tool developed by Google that leverages voice-to-text
    and NLP algorithms to evaluate mock interview responses. Analyzes candidate language
    patterns to offer structural feedback for technical and programmatic roles.
  language: None
  resource_type: Interactive Web App
  complexity: Beginner
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Aviation & Career Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'grow.google: interview warmup'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://grpc.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The home of gRPC, a high-performance, open-source universal RPC framework
    developed by Google. Utilizing HTTP/2 for transport and Protocol Buffers for serialization,
    it provides bidirectional streaming, multiplexing, and strongly typed contracts,
    serving as the modern standard for cloud-native microservices.
  language: Agnostic
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - API Architectures
  - RPC
  - gRPC
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: gRPC
  addition_method: manual
  v2_locations:
  - api.md
https://grpc.io/docs/what-is-grpc/faq:
  addition_method: manual
  content_hash: 20caf4b06ca214386b259fedf8f57ee4cf235bc4acee94db100c4c2e943b284d
  health_score: 100.0
  last_checked: 1779130495.020766
  v1_locations:
  - docs/servicemesh.md
https://grpc.io/faq:
  addition_method: manual
  content_hash: dc083a65d3af708aa3bc909c276bebd315ddf2da5165f9aa2440e4743c16a25e
  health_score: 100.0
  last_checked: 1779032734.183532
  v1_locations:
  - docs/servicemesh.md
https://gruntwork.io:
  addition_method: manual
  content_hash: 8ba9b0105dd56748b2841debd75ffd506b0ba07eebb611886a542d103a1e0b00
  description: ''
  health_score: 100.0
  last_checked: 1779029366.897598
  stars: 0
  status: online
  title: gruntwork.io
  v1_locations:
  - docs/terraform.md
  year: N/A
https://guide.sst.dev/examples/how-to-debug-lambda-functions-with-visual-studio-code.html:
  description: ''
  addition_method: manual
  content_hash: 57959101bd257e0f33dfd006198ef2dc6afe3bfc9ec21d3b39fd87594c5fa9d2
  health_score: 100.0
  last_checked: 1779130494.983081
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  stars: 0
  ai_summary: This guide explains how to leverage the SST (Serverless Stack) framework
    in VS Code to live-debug AWS Lambda functions locally. It enables breakpoints
    and live state evaluation against real AWS services without redeploying.
  language: TypeScript
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Development Tools
  - VS Code
  - Serverless Debugging
  is_microservice: true
  title: 'serverless-stack.com: How to debug Lambda functions with Visual Studio Code'
https://guides.github.com:
  addition_method: manual
  content_hash: 89a5ba49ce4264f5e8283392357e2b186671722258f75186683b60651683916c
  description: ''
  health_score: 100.0
  last_checked: 1779030422.500474
  stars: 0
  title: "guides.github.com \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://guides.github.com/introduction/flow:
  addition_method: manual
  content_hash: 25f429305726d126f298ea2ba4d7bfdd4e35d179c2b77636f0fad378ec555e4b
  description: ''
  health_score: 100.0
  last_checked: 1779029594.325364
  stars: 0
  title: GitHub Flow
  v1_locations:
  - docs/git.md
  year: N/A
https://guides.github.com/pdfs/markdown-cheatsheet-online.pdf:
  addition_method: manual
  content_hash: 89a5ba49ce4264f5e8283392357e2b186671722258f75186683b60651683916c
  description: ''
  health_score: 100.0
  last_checked: 1779029158.680445
  stars: 0
  title: 'guides.github.com: Markdown Cheat Sheet 2'
  v1_locations:
  - docs/cheatsheets.md
  - docs/mkdocs.md
  year: N/A
https://guides.sonatype.com/repo3/technical-guides/secure-docker-registries:
  addition_method: manual
  content_hash: 6ad7ccbe2d98187378154f265e55ba0d8fee84aa5213031477c464a663023a4e
  description: ''
  health_score: 100.0
  last_checked: 1779032793.534742
  stars: 0
  status: online
  title: 'guides.sonatype.com: secure docker registries'
  v1_locations:
  - docs/registries.md
  year: N/A
https://guyzsarun.medium.com/kubernetes-liveness-readiness-probe-explained-352691dcccf1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032546.912871
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'guyzsarun.medium.com: Kubernetes Liveness, Readiness Probe Explained'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering guyzsarun.medium.com:
    Kubernetes Liveness, Readiness Probe Explained in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hackernoon.com/9-basic-and-crucial-tips-for-microservices-developers:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Synthesizes nine core guidelines for microservices engineering, focusing
    on isolated databases, API versioning, robust service contracts, and distributed
    tracing integration. Highlights the architectural imperative of treating microservices
    as loosely coupled, independently deployable domains.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Microservices & Distributed Systems
  - Software Engineering Principles
  - Developer Workflow
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "hackernoon.com: 9 Basic (and Crucial) Tips for Microservices Developers
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://hackernoon.com/a-guide-to-deploying-jaeger-on-kubernetes-in-production-0p2n3tub:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operations guide detailing how to run Jaeger in high-traffic production
    environments on Kubernetes. Compares Elasticsearch and Cassandra storage backends
    and reviews the deployment of collectors and agents.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Observability
  - Distributed Tracing
  - Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'hackernoon.com: A Guide to Deploying Jaeger on Kubernetes in Production'
  addition_method: manual
  v2_locations:
  - istio.md
https://hackernoon.com/cleanup-old-docker-images-from-nexus-repository-617b1004dad8:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Explores operational strategies and garbage collection scripts to prune
    legacy and unused container images from Sonatype Nexus repository databases. Over
    time, registry storage can bloat; this guide addresses cleanup tasks and configuration
    of scheduled maintenance tasks. It provides shell commands and API calls to maintain
    underlying storage health.
  language: Shell
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Artifact Management
  - Package Repositories
  - Nexus Operations
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'hackermoon.com: cleanup old docker images from nexus repository'
  addition_method: manual
  v2_locations:
  - registries.md
https://hackernoon.com/database-vs-data-warehouse-vs-data-lake-a-simple-explanation-hz2k33rm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An educational breakdown that contrasts transactional OLTP systems,
    analytical data warehouses (OLAP), and raw, unstructured data lakes. Clearly maps
    distinct hardware, cost, and orchestration profiles to each model.
  language: English
  resource_type: Conceptual Guide
  complexity: Beginner
  hierarchy:
  - Database Architecture
  - Data Storage
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'hackernoon.com: Database Vs Data Warehouse Vs Data Lake: A Simple Explanation'
  addition_method: manual
  v2_locations:
  - databases.md
https://hackernoon.com/exporting-your-gke-cluster-to-terraform-cloud-a-guide-with-challenges-and-solutions:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses methodologies for exporting pre-existing Google Kubernetes
    Engine (GKE) clusters to managed Terraform Cloud environments. Outlines state
    import patterns, resource alignment challenges, and security token configuration.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - GCP
  - GKE Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackernoon.com: Exporting Your GKE Cluster to Terraform Cloud: A Guide with
    Challenges and Solutions'
  addition_method: manual
  v2_locations:
  - terraform.md
https://hackernoon.com/how-to-create-kubernetes-yaml-files:
  addition_method: manual
  content_hash: da54d82ac85a618cf8a8a5852661084f73055c84ca97bb773c6ec6bd75c5b38f
  health_score: 100.0
  last_checked: 1779032874.580464
  v1_locations:
  - docs/yaml.md
  is_special: true
https://hackernoon.com/how-to-deploy-code-faster-using-kubernetes-jh1y3ul0:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Focuses on optimizing continuous integration/continuous delivery deployment
    velocity. Discusses container build layer caching strategies, multi-stage Dockerfiles,
    and fine-tuning Kubernetes deployment rolling update specifications (maxSurge
    and maxUnavailable) to safely execute rapid iterations.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI/CD
  - Deployment Speed
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackernoon.com: How To Deploy Code Faster Using Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://hackernoon.com/how-to-generate-kubernetes-manifests-with-a-single-command:
  description: ''
  addition_method: manual
  content_hash: b72de19fb260bd2be4096c6495e67d7387126d5be3d6d4fe4364a8dcb0fdc188
  health_score: 100.0
  last_checked: 1779030583.239763
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A comprehensive guide focusing on the practical utilization of Kompose
    to bootstrap Kubernetes environments from Docker Compose configurations. It details
    structural transitions, manifest mapping, and best practices for streamlining
    developer workflows.
  language: Markdown
  resource_type: Article
  complexity: Simple
  hierarchy:
  - Application Lifecycle
  - Manifest Generation
  - Developer Education
  is_microservice: false
  title: 'hackernoon.com: How to Generate Kubernetes Manifests With a Single Command''
    (kompose)'
https://hackernoon.com/how-to-use-opentelemetry-and-jaeger-to-implement-distributed-tracing-and-apm-jcx34fi:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An integration tutorial illustrating how to link OpenTelemetry APIs
    with Jaeger collectors. Outlines architectural best practices for standardizing
    traces, contextual metadata, and spans across polyglot microservice environments.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Observability
  - Distributed Tracing
  - OpenTelemetry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'hackernoon.com: How To Use OpenTelemetry And Jaeger To Implement Distributed
    Tracing And APM'
  addition_method: manual
  v2_locations:
  - istio.md
https://hackernoon.com/how-to-work-with-the-kubectl-debug-command:
  description: ''
  addition_method: manual
  content_hash: b5cc7b9c7ac602532cfead63791e86c45677b9158bb24befd719a44d7199e334
  health_score: 100.0
  last_checked: 1779029969.49794
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2026'
  ai_summary: An in-depth technical manual outlining the usage of 'kubectl debug'.
    It details how to troubleshoot crash-looping workloads by attaching ephemeral
    diagnostic containers into target Pod namespaces, effectively bypassing missing-shell
    constraints of distroless or minimal base images.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - CLI & Debugging
  is_microservice: false
  title: 'hackernoon.com: How to Work With the Kubectl Debug Command'
https://hackernoon.com/kubernetes-and-helm-a-deadly-combo-to-help-you-deploy-with-ease-rjr30x2:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: High-level overview of Helm's architecture and its role in scaling Kubernetes
    software rollouts. Walks developers through how template definitions replace raw
    YAML, reducing repetitive work and config drift across microservices.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Introductory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'hackernoon.com: Kubernetes and Helm: A Deadly Combo to Help You Deploy with
    Ease'
  addition_method: manual
  v2_locations:
  - helm.md
https://hackernoon.com/kubernetes-cluster-must-haves-to-be-production-ready:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews crucial components for production clusters, such as external
    ingress controllers, certificate managers, cluster autoscaling mechanisms, centralized
    telemetry, and comprehensive runtime security enforcement.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Best Practices
  - Production Readiness
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackernoon.com: Kubernetes Cluster Must-Haves To Be Production Ready'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://hackernoon.com/kubernetes-resource-quotas:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Detailed analysis of `ResourceQuota` usage in multi-tenant clusters.

    - Shows how to restrict overall CPU, memory, storage, and pod counts per namespace.

    - Prevents development workloads or runaway services from consuming all cluster
    resources.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Policy & Governance
  - Resource Quotas
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackernoon.com: Kubernetes Resource Quotas'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://hackernoon.com/practical-transaction-handling-in-microservice-architecture-5x1631ke:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Provides deep analysis of transactional boundaries inside distributed
    microservice systems. Explores the design of the Saga pattern (orchestrated/choreographed),
    transactional outboxes, and 2-phase commits for strong versus eventual consistency.
  language: English
  resource_type: Architectural Blueprint
  complexity: Advanced
  hierarchy:
  - Database Architecture
  - Microservices Patterns
  - Transactions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'hackernoon.com: Practical Transaction Handling in Microservice Architecture'
  addition_method: manual
  v2_locations:
  - databases.md
https://hackernoon.com/reducing-kubernetes-costs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores pragmatic optimization techniques to trim compute waste. Focuses
    on standard auto-scaling mechanisms (HPA, VPA, Karpenter) and leveraging pre-emptible
    instances for elastic background processing.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - FinOps Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackernoon.com: Reducing Kubernetes Costs'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://hackernoon.com/the-ultimate-beginners-guide-to-kubernetes-and-container-orchestration-5d83354y:
  description: ''
  year: '2019'
  stars: 2
  ai_summary: Traces the evolution of software hosting environments from physical
    bare-metal servers, through hypervisor-based virtualization, to lightweight OCI
    containers orchestrated dynamically by Kubernetes.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Fundamentals
  - Introduction
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackernoon.com: The Ultimate Beginners Guide To Kubernetes and Container
    Orchestration'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://hackernoon.com/using-spinnaker-with-kubernetes-for-cicd-52w3uo9:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Curator Insight outlines utilizing Spinnaker's cloud native engine as
    an external continuous delivery pipeline for Kubernetes applications. Live Grounding
    validates that separating build execution (CI) from application delivery (CD)
    using a dedicated tool like Spinnaker prevents pipeline scaling bottlenecks. This
    pattern decouples deployment safety from runner nodes.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Spinnaker Setup
  - Kubernetes Native Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'hackernoon: Using Spinnaker with Kubernetes for CI/CD'
  addition_method: manual
  v2_locations:
  - demos.md
https://hackernoon.com/what-is-gitops-and-why-is-it-almost-useless-part-2:
  addition_method: manual
  content_hash: e04749d91614d8a3ac9fe78003dbbb45d8b316ba5afe6055569c51bf6fc159b8
  description: ''
  health_score: 100.0
  last_checked: 1779033088.569783
  needs_ai_refresh: true
  stars: 0
  title: 'hackernoon.com: What Is GitOps And Why Is It (Almost) Useless? Part 2'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://hackernoon.com/what-is-gitops-and-why-it-is-almost-useless-part-1:
  description: '- [hackernoon.com: What Is GitOps And Why Is It (Almost) Useless?
    Part 2](https://hackernoon.com/what-is-gitops-and-why-is-it-almost-useless-part-2)
    In this controversial article, the author argues that GitOps is a (mostly) unnecessary
    abstraction that introduces more complexity than it''s worth. The article tackles
    several GitOps principles and gives practical code counterexamples.'
  year: '2022'
  stars: 0
  ai_summary: A counter-perspective assessing structural drawbacks, complexity overheads,
    and potential friction introduced by early-stage GitOps patterns. Explores branch
    management overheads and reconciliation loop limitations in non-standard enterprise
    deployments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Critique & Nuance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackernoon.com: What Is GitOps And Why Is It (Almost) Useless? Part 1'
  addition_method: manual
  v2_locations:
  - gitops.md
https://hackerone.com/reports/1249583:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed post-mortem report demonstrating how restricted cluster principals
    could extract ingress-nginx service account tokens. This real-world vulnerability
    highlights the architectural danger of over-privileged system namespaces. It emphasizes
    the need to isolate and continuously audit ingress controller configurations.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Vulnerabilities
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackerone.com: Authenticated kubernetes principal with restricted permissions
    can retrieve ingress-nginx serviceaccount token and secrets across all namespaces'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://hackingcpp.com/cpp/cheat_sheets:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An advanced Modern C++ reference targeting specifications up to C++23.
    Explains smart memory management, standard template library algorithms, and modern
    concurrency features.
  language: C++
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Languages
  - C++
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackingcpp.com: C++ Cheat Sheets'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://hackingcpp.com/cpp/cheat_sheets.html:
  addition_method: manual
  content_hash: ffd3689cee63f24f7c553d1aa22467917e2a647a1c54d6c9c3e0dcd40e7aeea3
  description: ''
  health_score: 100.0
  last_checked: 1779034296.02484
  stars: 0
  status: online
  title: 'hackingcpp.com: C++ Cheat Sheets'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://hackr.io/blog/sql-commands:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: 'A tutorial breaking down relational SQL execution engines into distinct
    scopes: DDL, DML, TCL, and DQL. Facilitates clean storage engine configuration,
    schema updates, and programmatic transactional isolation patterns.'
  language: SQL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Databases & Storage
  - Relational Databases
  - SQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackr.io: SQL Commands Tutorial: DDL, DML, TCL and DQL Commands'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://hackr.io/blog/top-devops-tools:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A detailed comparative overview of early-2020s DevOps software suites,
    with focused coverage on Docker, Kubernetes, Ansible, and Jenkins. Analyzes entry
    barriers, architectural integration capabilities, and operational deployment overhead
    across diverse infrastructure styles.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Platform Engineering
  - Industry Reports
  - Tooling Landscape
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackr.io: Top 10 DevOps Tools To Look For in 2020'
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://hamees.hashnode.dev/kubernetes-explain-like-im-5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034454.191057
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hamees.hashnode.dev: Kubernetes: Explain like I''m 5'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hamees.hashnode.dev:
    Kubernetes: Explain like I''m 5 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://handbook.gitlab.com/handbook:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: GitLab's public corporate handbook is an open-source operations manual.
    It serves as an architectural blueprint for remote-first team organization, development
    culture, and structured transparency frameworks.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Organizations
  - Remote Work
  - Company Handbooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: about.gitlab.com/handbook
  addition_method: manual
  v2_locations:
  - hr.md
https://handbook.gitlab.com/handbook/company/culture/all-remote/remote-work-report:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A definitive, data-backed industry report outlining the patterns of
    fully remote and asynchronous software engineering organizations. Using GitLab
    as a model, it explores single sources of truth, continuous documentation practices,
    and async workflows required to scale high-density, globally distributed technical
    operations.
  language: English
  resource_type: report
  complexity: Intermediate
  hierarchy:
  - Organizational Architecture
  - Remote Work
  - Industry Reports
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'about.gitlab.com: The Remote Work Report 2021'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://handles.x.com/login:
  addition_method: automatic
  ai_summary: 'This portal serves as the primary entry point for X''s Handle Marketplace,
    which enables Premium subscribers to claim or purchase inactive usernames.


    * **Identity Alignment**: Designed to help businesses coordinate and protect cross-platform
    brand identity by claiming dormant names.

    * **Access Tiers**: Distinguishes between free ''Priority'' handles for high-tier
    subscribers and paid ''Rare'' handles with customizable licensing structures.'
  category: uncategorized
  complexity: intermediate
  content_hash: b7b340613002131dbed9146ab6419572f68383e78b8e1775ec54db6998912e86
  description: The official workspace portal for X's Handle Marketplace, allowing
    verified Premium subscribers to request, secure, and purchase inactive and rare
    usernames.
  hierarchy:
  - Digital Identity
  - Brand Protection
  - Social Media Platforms
  impact_score: 80
  is_microservice: false
  language: en
  last_checked: 1780399410.166064
  reputation_status: Vetted
  reputation_summary: Official X (Twitter) Handle Marketplace platform. Vetted as
    legitimate and fully functional, although subject to community debate regarding
    subscription pricing and lease-based username rights.
  resource_type: service
  social_preview_url: https://abs.twimg.com/images/handles_logo.png
  source_provenance: X.com (swyx)
  stars: 4
  status: online
  suggested_new_category: digital-identity
  tags:
  - '[COMMUNITY-TOOL]'
  - '[ENTERPRISE-STABLE]'
  title: X Handle Marketplace Portal
  year: '2025'
https://hands-on.cloud/quick-introduction-to-python-for-aws-automation-engineers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033658.298708
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hands-on.cloud: Quick Intro To Python 3 for AWS Automation Engineers \U0001F31F"
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hands-on.cloud:
    Quick Intro To Python 3 for AWS Automation Engineers \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hansencloud.com/2025/02/24/reduce-latency-with-azure-proximity-placement-groups:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Analyzes the utility of Azure Proximity Placement Groups (PPGs) to achieve
    sub-millisecond physical latency for interdependent compute resources. It outlines
    design considerations for co-locating VMs, Virtual Machine Scale Sets, and Kubernetes
    nodes within the same physical data center boundary to support high-performance
    microservices.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Azure Networking
  - Latency Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Reduce Latency with Azure Proximity Placement Groups
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - azure.md
https://haque-zubair.medium.com/aws-lambda-api-gateway-with-terraform-bd143b1c56bb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030979.25153
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'haque-zubair.medium.com: AWS API Gateway & Lambda with Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering haque-zubair.medium.com:
    AWS API Gateway & Lambda with Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hardiks.medium.com/top-6-best-practices-for-container-orchestration-b4b0d3398ebc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034039.546535
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==hardiks.medium.com: Top 6 Best practices for Container Orchestration=='
    \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==hardiks.medium.com:
    Top 6 Best practices for Container Orchestration==' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hardiks.medium.com/where-should-you-manage-your-kubernetes-in-2023-amazon-ecs-or-eks-6f503e93f7a7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032751.564243
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hardiks.medium.com: Where should you manage your Kubernetes in 2023? Amazon''
    ECS or EKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hardiks.medium.com:
    Where should you manage your Kubernetes in 2023? Amazon'' ECS or EKS in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://harness.io:
  addition_method: manual
  content_hash: 2f4079e9119c21a9d272d1cbec0d1d3920c9f767ed1682f03f210cba11c79c0e
  description: ''
  health_score: 100.0
  last_checked: 1779031123.28951
  stars: 0
  status: online
  title: harness.io
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://harness.io/2020/09/getting-started-with-cloud-cost-optimization:
  addition_method: manual
  content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb
  description: ''
  health_score: 100.0
  last_checked: 1779034032.325411
  stars: 0
  status: online
  title: 'harness.io: Getting Started with Cloud Cost Optimization'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://harness.io/2020/10/what-is-cicd-platform-why-should-i-care:
  addition_method: manual
  content_hash: ba52ef82c9cc49fd6f25dead6db1be4206031eb66c7041558179413451367f3b
  description: ''
  health_score: 100.0
  last_checked: 1779032407.036635
  stars: 0
  status: online
  title: "harness.io: What is a CI/CD Platform and why should I care? \U0001F31F"
  v1_locations:
  - docs/cicd.md
  year: N/A
https://harness.io/blog/autostopping-rules-kubernetes:
  addition_method: manual
  content_hash: 019abacc3d9205889ab6c94e5690fca11630187477c1ca94f74f4fca315f3171
  description: ''
  health_score: 100.0
  last_checked: 1779030524.062047
  stars: 0
  title: 'harness.io: AutoStopping Rules For Kubernetes Clusters'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://harness.io/blog/cd-jenkins-pipelines-harness:
  addition_method: manual
  content_hash: 20796891e260fb8fd856dfd6bcdb9af7233f27dfea3eac755b5c1f0dea729af8
  description: ''
  health_score: 100.0
  last_checked: 1779031432.296324
  stars: 0
  title: 'harness.io: Migrating CD Jenkins Pipelines To Harness Using Helm'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://harness.io/blog/continuous-delivery/automated-devsecops:
  addition_method: manual
  content_hash: 6c56e11d4713938871d36b9f9e0f481f98c26a2c336cbbb5c46b466da1dd3391
  description: ''
  health_score: 100.0
  last_checked: 1779033736.32423
  stars: 0
  status: online
  title: 'harness.io: Automated DevSecOps with StackHawk and Harness'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://harness.io/blog/continuous-delivery/ci-cd-pipeline:
  addition_method: manual
  content_hash: 7c660dfca186ec0fd03158f604687f00c6dd9cb8fd711d4bb53bbec72238c55c
  description: ''
  health_score: 100.0
  last_checked: 1779030526.801482
  stars: 0
  status: online
  title: "harness.io: CI/CD Pipeline: Everything You Need to Know \U0001F31F"
  v1_locations:
  - docs/cicd.md
  year: N/A
https://harness.io/blog/continuous-delivery/spinnaker-alternatives:
  addition_method: manual
  content_hash: c5b9db4c83f365f468c5969bf52659a7d9b0e65172d53092fd5e0b486d39f804
  description: ''
  health_score: 100.0
  last_checked: 1779034270.466252
  stars: 0
  status: online
  title: 'harness.io: Best Spinnaker Alternatives to Consider'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://harness.io/blog/continuous-delivery/what-is-helm:
  addition_method: manual
  content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb
  description: ''
  health_score: 100.0
  last_checked: 1779033918.705668
  review_metadata:
    original_url: https://harness.io/blog/continuous-delivery/what-is-helm
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.003398'
  stars: 0
  status: online
  title: "harness.io: Introduction to Helm: Charts, Deployments, & More \U0001F31F"
  v1_locations:
  - docs/helm.md
  year: N/A
https://harness.io/blog/continuous-integration/continuous-integration-performance-metrics:
  addition_method: manual
  content_hash: b492a38c199544dd170974f9e1bb123da44a49adb8bd5ee0211fcc67279f5283
  description: ''
  health_score: 100.0
  last_checked: 1779032046.977822
  stars: 0
  status: online
  title: 'harness.io: Metrics to Improve Continuous Integration Performance'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://harness.io/blog/continuous-integration/streamlining-ci-cd:
  addition_method: manual
  content_hash: 85a4e849a49d5afba64bae0f094897a63620e09f8b4c4e70fe5e7160dd1418db
  description: ''
  health_score: 100.0
  last_checked: 1779032385.181369
  stars: 0
  status: online
  title: 'harness.io: Streamlining CI/CD and Optimizing AWS Cloud Spend'
  v1_locations:
  - docs/cicd.md
  year: N/A
https://harness.io/blog/continuous-integration/what-is-continuous-integration:
  addition_method: manual
  content_hash: d973203ffa36beb47ef3189af7ae1f239844f70ca8e1379f50c33369ab90ef3e
  description: ''
  health_score: 100.0
  last_checked: 1779029554.014315
  stars: 0
  status: online
  title: "harness.io: What is Continuous Integration? \U0001F31F"
  v1_locations:
  - docs/cicd.md
  year: N/A
https://harness.io/blog/continuous-verification/blue-green-canary-deployment-strategies:
  addition_method: manual
  content_hash: 506c80e1b3d17c487c214f7adc02c1cfdc15a79ea3109039a6648fdbdda35def
  description: ''
  health_score: 100.0
  last_checked: 1779030992.445408
  review_metadata:
    original_url: https://harness.io/blog/continuous-verification/blue-green-canary-deployment-strategies
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.021188'
  stars: 0
  status: online
  title: "harness.io: Intro to Deployment Strategies: Blue-Green, Canary, and More'
    \U0001F31F"
  v1_locations:
  - docs/cicd.md
  year: N/A
https://harness.io/blog/devops/6-gitops-best-practices:
  addition_method: manual
  content_hash: 9970884389fd4da740799646e108a5f31b48dc80b1c2415a914cd545ff845006
  description: ''
  health_score: 100.0
  last_checked: 1779032168.56683
  stars: 0
  status: online
  title: 'harness.io: 6 Actionable GitOps Best Practices To Help You Get Started'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://harness.io/blog/devops/deployment-pipeline-patterns:
  addition_method: manual
  content_hash: 2d13153966a8abbbdbefc966ceefb46d60d5f74cf1ca100dbeede650adae6f54
  description: ''
  health_score: 100.0
  last_checked: 1779033504.934738
  stars: 0
  status: online
  title: "harness.io: Pipeline Patterns for CI/CD Pipelines \U0001F31F"
  v1_locations:
  - docs/cicd.md
  year: N/A
https://harness.io/blog/devops/gitops-new-kid-devops-block:
  addition_method: manual
  content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb
  description: ''
  health_score: 100.0
  last_checked: 1779031232.630804
  stars: 0
  status: online
  title: 'harness.io: GitOps: The New Kid On The DevOps Block!'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://harness.io/blog/devops/helm-chart-repo:
  addition_method: manual
  content_hash: d76111b5b2a77d4f63cd24314c2b4d2b806c939d6fe37ccda61001be483d98ce
  description: ''
  health_score: 100.0
  last_checked: 1779029591.202977
  stars: 0
  status: online
  title: 'harness.io: Tutorial: Turning a GitHub Repo Into a Helm Chart Repo'
  v1_locations:
  - docs/helm.md
  year: N/A
https://harness.io/blog/devops/helm-vs-kustomize:
  addition_method: manual
  content_hash: a7618019a9b15232c3f14794b363df4942319dad4561b33d87ccf73d0c5e4199
  description: ''
  health_score: 100.0
  last_checked: 1779034337.402069
  stars: 0
  status: online
  title: "harness.io: Comparing Helm vs Kustomize \U0001F31F"
  v1_locations:
  - docs/kustomize.md
  year: N/A
https://harness.io/blog/devops/pipeline-as-code:
  addition_method: manual
  content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb
  description: ''
  health_score: 100.0
  last_checked: 1779030807.147296
  stars: 0
  status: online
  title: 'harness.io: What is Pipeline as Code, and How Can You Leverage It?'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://harness.io/blog/devops/secrets-management-ci-cd:
  addition_method: manual
  content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb
  description: ''
  health_score: 100.0
  last_checked: 1779031390.533911
  stars: 0
  status: online
  title: "harness.io: Managing Secrets in CI/CD Pipelines \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://harness.io/blog/devops/software-development-life-cycle:
  addition_method: manual
  content_hash: 003f17f904dc73632ce862dae172322b881e719a7d87fc08b321f6eef612a2d5
  description: ''
  health_score: 100.0
  last_checked: 1779034356.361623
  stars: 0
  status: online
  title: 'harness.io: Understanding the Phases of the Software Development Life Cycle'
  v1_locations:
  - docs/cicd.md
  year: N/A
https://harness.io/blog/devops/terraform-201-tutorial:
  addition_method: manual
  content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb
  description: ''
  health_score: 100.0
  last_checked: 1779031379.309336
  stars: 0
  status: online
  title: "harness.io: Terraform 201: What It Is, Tutorial, and More \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://harness.io/blog/devops/tutorial-s3-cross-account:
  addition_method: manual
  content_hash: c89fcd263e71f97b3f3080fa49753556c1ee5ff67e9f1be07dbbfceded1824dc
  health_score: 100.0
  last_checked: 1779031806.248394
  v1_locations:
  - docs/aws-storage.md
https://harness.io/blog/devops/vault-agent-kubernetes-delegates:
  addition_method: manual
  content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb
  description: ''
  health_score: 100.0
  last_checked: 1779029076.364412
  stars: 0
  status: online
  title: "harness.io: Tutorial: Vault Agent Advanced Use Case With Kubernetes Delegates'
    and Shared Volumes \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://harness.io/blog/devops/vault-agent-secrets-management:
  addition_method: manual
  content_hash: 106f81f115a2491e580f1dc25cae8bc90f9bfbb387e88328d708d09392173205
  description: ''
  health_score: 100.0
  last_checked: 1779030712.098578
  stars: 0
  status: online
  title: 'harness.io: Tutorial: How to Use the New Vault Agent Integration Method''
    With Harness'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://harness.io/blog/feature-flags/progressive-delivery:
  addition_method: manual
  content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb
  description: ''
  health_score: 100.0
  last_checked: 1779030977.200657
  stars: 0
  status: online
  title: 'harness.io: Progressive Delivery: Everything You Need to Know'
  v1_locations:
  - docs/cicd.md
  year: N/A
https://harness.io/blog/gitops-repo-structure:
  addition_method: manual
  content_hash: ed65356ebe420c3028888724b0dae5d3e76fcbff1b34d36c83a38534f6017683
  description: ''
  health_score: 100.0
  last_checked: 1779034156.340435
  stars: 0
  status: online
  title: "==harness.io: Managing the 'Git' in 'GitOps': 4 Ways to Structure Code'
    in Your GitOps Repos== \U0001F31F"
  v1_locations:
  - docs/gitops.md
  year: N/A
https://harness.io/blog/helm-vs-kustomize:
  addition_method: manual
  content_hash: a7618019a9b15232c3f14794b363df4942319dad4561b33d87ccf73d0c5e4199
  description: ''
  health_score: 100.0
  last_checked: 1779034531.889093
  stars: 0
  status: online
  title: 'harness.io: Comparing Helm vs Kustomize'
  v1_locations:
  - docs/kustomize.md
  year: N/A
https://harness.io/blog/kubernetes-ci-cd-best-practices:
  addition_method: manual
  content_hash: 7d0690202103844ebe59033079922169cb8b6f14706978313b39dbaf003eb468
  description: ''
  health_score: 100.0
  last_checked: 1779034502.937679
  stars: 0
  status: online
  title: 'harness.io: Kubernetes CI/CD Best Practices'
  v1_locations:
  - docs/cicd.md
  year: N/A
https://harness.io/blog/kubernetes-mistakes:
  addition_method: manual
  content_hash: 18002af847bfe9a029e0597de692e099fb0d338f04b9bfcadb6eace0247627ab
  description: ''
  health_score: 100.0
  last_checked: 1779033079.653944
  stars: 0
  status: online
  title: '==harness.io: Kubernetes Mistakes: A Beginner’s Guide To Avoiding Common''
    Pitfalls=='
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://harness.io/blog/kubernetes-services-explained:
  addition_method: manual
  content_hash: 54b6b53d2f98a2e471d9342e499a28a2cc946fc248a33da9e522f20405ea206b
  description: ''
  health_score: 100.0
  last_checked: 1779031782.977442
  stars: 0
  status: online
  title: "harness.io: Kubernetes Services Explained \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://harness.io/blog/product-updates/recommendations-api:
  addition_method: manual
  content_hash: 01c1050383cca811b11b568a7770b61c36b9a554f06129b0882e68708a3a84de
  description: ''
  health_score: 100.0
  last_checked: 1779031187.062346
  stars: 0
  status: online
  title: 'harness.io: Introducing Recommendations API: Find Potential Cost Savings''
    Programmatically'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://harness.io/blog/software-delivery-best-practices:
  addition_method: manual
  content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb
  description: ''
  health_score: 100.0
  last_checked: 1779032580.048455
  stars: 0
  status: online
  title: 'harness.io: Modern Software Delivery Best Practices & Software Delivery''
    Management'
  v1_locations:
  - docs/cicd.md
  year: N/A
https://harshityadav95.medium.com/load-balancing-layer-4-vs-layer-7-f37a839afd9c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031341.357779
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'harshityadav95.medium.com: Load Balancing Layer 4 vs Layer 7'
  v1_locations:
  - docs/networking.md
  v2_locations:
  - networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering harshityadav95.medium.com:
    Load Balancing Layer 4 vs Layer 7 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hart-michael.medium.com/why-you-need-continuous-deployment-93d7b5936523:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031882.645789
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hart-michael.medium.com: Why You Need Continuous Deployment'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hart-michael.medium.com:
    Why You Need Continuous Deployment in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hashcat.net/hashcat:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Hashcat is a highly advanced, multi-threaded password recovery tool
    leveraging GPU computing to execute complex, rules-based dictionary and brute-force
    cracking attacks. While not cloud-native, it is a crucial component in offensive
    validation cycles to audit password complexity policies. Security architects rely
    on its efficiency to evaluate overall credential resistance.
  language: C
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Security
  - Penetration Testing
  - Hash Cracking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: hashcat
  addition_method: manual
  v2_locations:
  - devsecops.md
https://hashinteractive.com/blog/mongodump-and-mongorestore-vs-mongoexport-and-mongoimport:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: 'Differentiates native utility commands: mongodump/mongorestore (BSON
    binary backup for full disaster recovery) vs mongoexport/mongoimport (JSON/CSV
    semantic exports ideal for external analytics).'
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - MongoDB Ecosystem
  - Database Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hashinteractive.com: MONGODUMP AND MONGORESTORE VS MONGOEXPORT AND MONGOIMPORT'
  addition_method: manual
  v2_locations:
  - nosql.md
https://hashnode.tpschmidt.com/my-top-10-free-learning-resources-for-aws:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033925.032305
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashnode.tpschmidt.com: My Top 10 Free Learning Resources for AWS'
  v1_locations:
  - docs/aws-training.md
  v2_locations:
  - aws-training.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashnode.tpschmidt.com:
    My Top 10 Free Learning Resources for AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hasura.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Hasura is an instant, ultra-fast GraphQL engine that bridges database
    engines like Postgres and SQL Server to autogenerate a secure GraphQL API endpoint
    with fine-grained authorization policies.
  language: Haskell
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - API Architectures
  - GraphQL
  - Hasura
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "Hasura \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://hasura.io/blog/a-simple-real-time-event-driven-architecture-with-qr-codes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates the construction of a real-time QR generation microservice
    using Hasura's instant GraphQL engine and PostgreSQL event triggers. Illustrates
    stateless serverless handlers reacting to database write mutations in real-time.
  language: JavaScript
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Application Architecture
  - Event-Driven
  - GraphQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'hasura.io: A Simple, Realtime, Event Driven Architecture with QR Codes'
  addition_method: manual
  v2_locations:
  - demos.md
https://havanrijn.wordpress.com/2024/04/01/dont-let-azure-log-analytics-break-the-bank:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A practical, cost-saving guide to reducing bloated Log Analytics ingestion
    fees. It details queries for identifying high-volume tables, configuring data
    collection rules (DCRs) to filter noisy events, and setting daily ingestion caps.
    Essential guidance for engineering teams seeking to optimize cloud spending while
    maintaining adequate observability indicators.
  language: KQL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Monitoring & Observability
  - Log Analytics FinOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'havanrijn.wordpress.com: Don’t let Azure Log Analytics break the bank'
  addition_method: manual
  v2_locations:
  - azure.md
https://hawar.no/2020/09/cisco-dna-center-with-grafana-dashboard:
  addition_method: manual
  content_hash: 8d11fae83ffdd736fba3f2d8bb0624b25eefad5bad2a9f795abc96335a41d304
  description: ''
  health_score: 100.0
  last_checked: 1779034515.252308
  stars: 0
  status: online
  title: CISCO DNA Center with Grafana Dashboard
  v1_locations:
  - docs/grafana.md
  year: N/A
https://hawar.no/2021/05/cisco-dna-center-with-grafana-dashboard:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Operational guide detailing integration workflows between Cisco DNA
    Center APIs and Grafana. Translates enterprise network controller metrics into
    visual graphs for performance auditing.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Network Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: CISCO DNA Center with Grafana Dashboard
  addition_method: manual
  v2_locations:
  - grafana.md
https://hazelcast.com/blog/architectural-patterns-for-caching-microservices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Caching in distributed microservices architectures requires balancing
    performance against data consistency. This guide explores multiple caching topologies,
    comparing client-side caching, sidecar-based caches, and distributed caching tiers.
    It highlights key trade-offs between architectural complexity, network latency,
    and cache invalidation strategies in high-throughput microservices environments.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Microservices
  - Caching
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "hazelcast.com: Where Is My Cache? Architectural Patterns for Caching Microservices
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - faq.md
https://hbase.apache.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Open-source, distributed, column-oriented database running atop Hadoop
    DFS. Delivers real-time, random read/write storage access to billions of rows,
    modeled directly after Google's original Bigtable design.
  language: Java
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Wide-Column Stores
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: HBase.apache.org
  addition_method: manual
  v2_locations:
  - nosql.md
https://hbr.org/2015/08/how-to-give-tough-feedback-that-helps-people-grow:
  description: ''
  year: '2015'
  stars: 3
  ai_summary: Synthesizes core management communication techniques to deliver critical
    feedback that encourages technical growth and continuous improvement. Focuses
    on actionable, objective examples rather than subjective assessments, helping
    technical leads build a resilient, high-feedback engineering culture.
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Career Development
  - Team Dynamics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hbr.org: How to Give Tough Feedback That Helps People Grow'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://hbr.org/2016/04/optimists-are-better-at-finding-new-jobs:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: An HBR-backed behavioral analysis demonstrating the empirical link between
    psychological resilience (optimism) and successful career mobility. It details
    strategies for job seekers to maintain motivation and frame value effectively
    during complex technical interview processes.
  language: English
  resource_type: study
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Career Transitions
  - Job Search Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hbr.org: Optimists Are Better at Finding New Jobs'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://hbr.org/2016/05/change-your-career-without-having-to-start-all-over-again:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: This Harvard Business Review article details a career-pivoting framework
    focused on identifying and mapping transferable skills. It serves as a blueprint
    for senior technologists transitioning between software tracks, product management,
    or engineering leadership roles.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Career Transitions
  - Transferable Skills
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hbr.org: Change Your Career Without Having to Start All Over Again'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://hbr.org/2018/01/how-to-hire:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A foundational management essay illustrating how hiring for 'culture
    fit' can introduce systemic bias and groupthink. It offers a structured methodology
    for assessing 'culture add' to diversify perspective and strengthen system architectures.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Organizational Architecture
  - Hiring & Culture
  - Diversity & Inclusion
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hbr.org: Stop Hiring for Culture Fit'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://hbr.org/2019/01/how-to-debate-ideas-productively-at-work:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Offers a structural methodology for conducting objective, high-stakes
    intellectual debates within technical environments. Focuses on separating personal
    identity from architectural assertions, grounding discussions in objective system
    data, and using RFC-style collaborative documents to establish healthy constructive
    criticism mechanisms in highly technical teams.
  language: en
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Engineering Leadership
  - Asynchronous Collaboration
  - Team Dynamics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hbr.org: How to Debate Ideas Productively at Work'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://hbr.org/2019/02/the-surprising-power-of-simply-asking-coworkers-how-theyre-doing:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Explores the foundational role of empathy and regular check-ins in fostering
    high-performance engineering cultures. Demonstrates how proactive personal interactions
    establish psychological safety, which is directly correlated with reduced system
    deployment risk, higher incident response efficiency, and lower developer burnout
    rates.
  language: en
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Engineering Leadership
  - Psychological Safety
  - Team Dynamics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hbr.org: The Surprising Power of Simply Asking Coworkers How They’re Doing'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://hbr.org/2019/03/as-your-team-gets-bigger-your-leadership-style-has-to-adapt:
  description: ''
  year: '2019'
  stars: 4
  ai_summary: Analyzes the critical inflection points of organizational growth, focusing
    on how leadership paradigms must shift as team sizes expand. Discusses the transition
    from direct, tactical hands-on management to strategic, decentralized delegative
    leadership. Provides a conceptual blueprint for scaling engineering organizations
    without sacrificing operational agility or engineering cohesion.
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Organizational Scaling
  - Management Models
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'hbr.org: As Your Team Gets Bigger, Your Leadership Style Has to Adapt'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://hbr.org/2020/01/what-it-takes-to-give-a-great-presentation:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Explains communication structures for presenting complex ideas to diverse
    stakeholders. Analyzes how technical architects can translate highly advanced
    system engineering concepts, deployment topologies, and microservice architectures
    into clear, business-driven narratives that secure stakeholder alignment and funding.
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Asynchronous Collaboration
  - Communication Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hbr.org: What It Takes to Give a Great Presentation'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://hbr.org/2021/06/the-real-value-of-middle-managers:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Defends the critical functional value of middle management in large
    enterprise hierarchies. Demonstrates that instead of acting as bureaucratic roadblocks,
    competent middle managers serve as dynamic translators between high-level executive
    strategy and boots-on-the-ground engineering execution, facilitating organizational
    alignment, psychological safety, and rapid change management.
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Organizational Scaling
  - Middle Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'hbr.org: The Real Value of Middle Managers'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://hbr.org/2021/10/forget-flexibility-your-employees-want-autonomy:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An HBR diagnostic showing that employee retention depends more on decision-making
    autonomy than superficial schedule flexibility. It provides managers with frameworks
    to delegate technical ownership, establish self-organizing teams, and minimize
    micro-management.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Organizational Architecture
  - Engineering Management
  - Team Autonomy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hbr.org: Forget Flexibility. Your Employees Want Autonomy'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://hbr.org/2022/05/how-to-deal-with-high-pressure-situations-at-work:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Outlines psychological and operational strategies for managing high-stress
    scenarios, such as production outages, critical system failures, or tight product
    delivery deadlines. Emphasizes maintaining situational awareness, structuring
    emergency response communication (like Incident Commander roles), and preventing
    cognitive overload to facilitate rational, data-driven system remediation.
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Crisis Management
  - Psychological Safety
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hbr.org: How to Deal with High Pressure Situations at Work'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
? https://headleysj.medium.com/building-event-driven-systems-at-scale-in-kubernetes-with-dapr-part-2-how-does-dapr-work-732ba7a0d652
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030954.22307
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'headleysj.medium.com: Building event-driven systems at scale in Kubernetes''
    with Dapr — Part II: How does Dapr work?'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering headleysj.medium.com:
    Building event-driven systems at scale in Kubernetes'' with Dapr — Part II: How
    does Dapr work? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://headspring.com/2019/07/09/kafka-or-rabbitmq-messaging:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030980.952231
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'headspring.com: Is Kafka or RabbitMQ the right messaging tool for you?'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering headspring.com:
    Is Kafka or RabbitMQ the right messaging tool for you? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://health.aws.amazon.com/health/status:
  description: ''
  addition_method: manual
  content_hash: 14632b65d58b6533036273285c4c40b45a7fa9d4ea1b3e90ea762092f85f6a91
  health_score: 100.0
  last_checked: 1779130494.941476
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2006'
  stars: 0
  ai_summary: AWS’s central status console reporting operational health of active
    regions and services, allowing platform engineers to quickly cross-examine deployment
    anomalies with provider incidents.
  language: None
  resource_type: Web Page
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - AWS
  - Status Monitoring
  is_microservice: false
  title: 'status.aws.amazon.com: Service Health Dashboard'
https://health.google/imaging-and-diagnostics:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Outlines Google Health's technical breakthroughs in AI-enabled diagnostic
    imaging, emphasizing deep learning models for diabetic retinopathy, lung screening,
    and oncology detection. Google’s infrastructure leverages specialized TPUs (Tensor
    Processing Units) to execute low-latency inferences directly at the point of care.
    It illustrates the clinical value of integrating automated computer-vision assistance
    directly into traditional clinical workstations.
  language: English
  resource_type: Product Page
  complexity: Advanced
  hierarchy:
  - Data Management
  - Healthcare Tech
  - AI Diagnostics
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'health.google: AI-enabled imaging and diagnostics previously thought impossible'
  addition_method: manual
  v2_locations:
  - customer.md
https://health.google/intl/ALL_en/health-research/imaging-and-diagnostics:
  addition_method: manual
  content_hash: 2e12e88250f4c5b2797150120619fac8384e5b1b656c9bee90708ecb34b0f722
  description: ''
  health_score: 100.0
  last_checked: 1779031927.648589
  stars: 0
  title: 'health.google: AI-enabled imaging and diagnostics previously thought impossible'
  v1_locations:
  - docs/customer.md
  year: N/A
https://healthitanalytics.com/news/ai-for-medical-imaging-boosts-cancer-screenings-with-provider-aid:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034309.155795
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'healthitanalytics.com: AI for Medical Imaging Boosts Cancer Screenings with''
    Provider Aid'
  v1_locations:
  - docs/customer.md
  v2_locations:
  - customer.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering healthitanalytics.com:
    AI for Medical Imaging Boosts Cancer Screenings with'' Provider Aid in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://heaphero.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An instant heap dump analyzer that processes HPROF and system files
    to isolate leaking data structures. Generates visual memory maps to point out
    waste and duplicate objects in JVM workloads.
  language: None
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Monitoring
  - Java Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: heaphero.io
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://heka-ai.medium.com/introduction-to-debugging-locally-and-live-on-kubernetes-8c8ecd3acbaa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033781.924209
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==heka-ai.medium.com: Introduction to Debugging: locally and live on Kubernetes'
    with VSCode== \U0001F31F"
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==heka-ai.medium.com:
    Introduction to Debugging: locally and live on Kubernetes' with VSCode== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://helidon.io:
  description: ''
  addition_method: manual
  content_hash: 245f55fa2695fc2440e4d50decdac74ce930f2d7ac18b22cd2704b02dab9cba9
  health_score: 100.0
  last_checked: 1779031650.08244
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2026'
  ai_summary: An open-source, high-performance collection of Java libraries for writing
    microservices running on a core Netty engine (Helidon MP/SE). Helidon 4 pioneered
    the adoption of Java virtual threads (Project Loom) for massive concurrency without
    reactive complexity, establishing itself as a premier lightweight microservice
    runtime.
  language: Java
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Java Microservices
  - Frameworks
  is_microservice: true
  title: Helidon.io
https://hellotestworld.com/2016/02/02/cheatsheet-for-jmeter-__time-function-calls:
  addition_method: manual
  content_hash: 3bfde52b1ffc5fd4d803a48e079b74f0043f94bb1c2383c782e0d07bfadf1f48
  description: ''
  health_score: 100.0
  last_checked: 1779030580.506127
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: CheatSheet for JMeter __time Function Calls
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering CheatSheet
    for JMeter __time Function Calls in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://helm.sh:
  description: "- [helm.sh/docs](https://helm.sh/docs)\n    - [helm.sh: Getting Started
    \U0001F31F](https://helm.sh/docs/chart_template_guide/getting_started)"
  year: '2026'
  stars: 0
  ai_summary: Official documentation and getting started guide for Helm. Serves as
    the authoritative resource for understanding chart anatomy, template engines,
    and client commands, ensuring standardization in continuous integration pipelines.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Helm
  - Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: helm.sh
  addition_method: manual
  v2_locations:
  - helm.md
  is_special: true
https://helm.sh/blog/migrate-from-helm-v2-to-helm-v3:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Standardized blueprint detailing the technical steps to transition environments
    from Helm v2 to Helm v3. Focuses on state-store conversion (ConfigMaps/Secrets),
    Tiller cleanup, and avoiding release disruption during metadata migrations.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Helm Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'helm.sh: How to migrate from Helm v2 to Helm v3'
  addition_method: manual
  v2_locations:
  - helm.md
https://helm.sh/blog/new-location-stable-incubator-charts:
  description: "- [charts.helm.sh/stable \U0001F31F](https://charts.helm.sh/stable)\n
    \   - [charts.helm.sh/incubator \U0001F31F](https://charts.helm.sh/incubator)"
  year: '2020'
  stars: 0
  ai_summary: The landmark Helm blog announcement detailing the official deprecation
    and migration path of the legacy 'stable' and 'incubator' Helm repositories. This
    resource documents the organizational move toward decentralized chart ownership
    and independent project hosting.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Chart Repositories
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: New Location For Stable and Incubator Charts
  addition_method: manual
  v2_locations:
  - helm.md
https://helm.sh/docs:
  addition_method: manual
  content_hash: 8b0a20126ecd06658030e9599daedca324a7517edff1733b78fb4742212c4a7d
  description: ''
  health_score: 100.0
  last_checked: 1779032968.867333
  needs_ai_refresh: true
  stars: 0
  title: helm.sh/docs
  v1_locations:
  - docs/helm.md
  year: N/A
https://helm.sh/docs/chart_template_guide/getting_started:
  addition_method: manual
  content_hash: 87befa32a95809d7ef4c806b4c1556659ce0c3f50ddce677d31cdf491c5e5234
  description: ''
  health_score: 100.0
  last_checked: 1779029556.612668
  stars: 0
  title: "helm.sh: Getting Started \U0001F31F"
  v1_locations:
  - docs/helm.md
  year: N/A
https://help.github.com/en/github:
  addition_method: manual
  content_hash: 89a5ba49ce4264f5e8283392357e2b186671722258f75186683b60651683916c
  description: ''
  health_score: 100.0
  last_checked: 1779030085.002258
  stars: 0
  title: 'help.github.com: Configuring protected branches'
  v1_locations:
  - docs/git.md
  year: N/A
https://help.github.com/en/github/administering-a-repository/enabling-required-status-checks:
  addition_method: manual
  content_hash: 7dcfaf4152837bc0710e18d2d3c1923a3021ccec33ddf44f02b5a4f5dd0657e3
  description: ''
  health_score: 100.0
  last_checked: 1779033419.163344
  stars: 0
  title: 'help.github.com: Enabling required status checks:'
  v1_locations:
  - docs/git.md
  year: N/A
https://help.sonatype.com/en/404-page.html:
  addition_method: manual
  ai_summary: An identical retired documentation path representing defunct guidelines
    on Nexus-based private container security. Preserved purely for historical configuration
    mapping.
  complexity: Basic
  description: ''
  hierarchy:
  - Infrastructure Standards
  - Container Registry
  - Legacy Resources
  is_microservice: false
  language: English
  resource_type: Documentation
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'guides.sonatype.com: secure docker registries'
  v2_locations:
  - registries.md
  year: '2026'
  last_checked: 1781736154.649344
https://help.sonatype.com/en/404-page.html?_ga=2.250230211.411976214.1575978022-1513910029.1575978022:
  addition_method: manual
  last_checked: 1781736154.762654
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - registries.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering help.sonatype.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://help.sonatype.com/en/docker-registry.html:
  addition_method: manual
  ai_summary: Official administrator guidelines outlining how to host, proxy, and
    manage Docker container images securely within Sonatype Nexus Repository Manager.
  complexity: Intermediate
  description: ''
  hierarchy:
  - Infrastructure Standards
  - Container Registry
  - Artifact Registry
  is_microservice: false
  language: English
  resource_type: Documentation
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: Docker Registry
  v2_locations:
  - registries.md
  year: '2026'
https://help.sonatype.com/en/nexus-platform-plugin-for-jenkins.html:
  addition_method: manual
  ai_summary: Official plugin guide for linking Jenkins automation controllers to
    Sonatype Nexus platforms. It explains the mechanics of publishing, staging, and
    verifying build artifacts dynamically.
  complexity: Intermediate
  description: ''
  hierarchy:
  - CI-CD Pipelines
  - Jenkins Ecosystem
  - Artifact Integration
  is_microservice: false
  language: English
  resource_type: Documentation
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: Nexus Platform Plugin for Jenkins
  v2_locations:
  - registries.md
  year: '2026'
https://help.sonatype.com/en/sonatype-nexus-repository.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Comprehensive technical documentation for Sonatype Nexus Repository
    Manager 3 (NXRM3), covering setup, configuration, API utilization, and integration
    hooks. It detail operations for configuring high-volume artifact staging, blob
    store provisioning, and granular security role configurations. It acts as the
    primary reference manual for platform and security engineering teams implementing
    modern repository topologies.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Artifact Management
  - Package Repositories
  - Nexus
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Nexus Repository Manager (NXRM) 3 \U0001F31F"
  addition_method: manual
  v2_locations:
  - registries.md
? https://help.sonatype.com/en/sonatype-nexus-repository.html/security/configuring-ssl?_ga=2.250230211.411976214.1575978022-1513910029.1575978022
: addition_method: manual
  content_hash: 88b95893790809d383f023726d76a985d3d79f85a88a69c1800940b09d8b8772
  health_score: 64.0
  last_checked: 1779130494.950908
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering help.sonatype.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://help.sonatype.com/integrations/nexus-and-continuous-integration/nexus-platform-plugin-for-jenkins:
  addition_method: manual
  content_hash: b90b9526c0bbeabb0159d4c66052f68646a1b9d95db0f0382d4b0f4dead814a1
  description: ''
  health_score: 100.0
  last_checked: 1779034152.866232
  stars: 0
  status: online
  title: Nexus Platform Plugin for Jenkins
  v1_locations:
  - docs/registries.md
  year: N/A
https://help.sonatype.com/repomanager3:
  addition_method: manual
  content_hash: d50c810842658e51623ebc957642ec78aa25e7657ffdafb375fc7e28f63d0cc6
  description: ''
  health_score: 100.0
  last_checked: 1779029613.592839
  stars: 0
  status: online
  title: "Nexus Repository Manager (NXRM) 3 \U0001F31F"
  v1_locations:
  - docs/registries.md
  year: N/A
https://help.sonatype.com/repomanager3/formats/docker-registry:
  addition_method: manual
  content_hash: 64458ad88612d81b056796e4778e6e5df66a43443a6d84613e003d3e42c2ecad
  description: ''
  health_score: 100.0
  last_checked: 1779031266.47529
  stars: 0
  status: online
  title: Docker Registry
  v1_locations:
  - docs/registries.md
  year: N/A
https://help.sonatype.com/repomanager3/security/configuring-ssl?_ga=2.250230211.411976214.1575978022-1513910029.1575978022:
  addition_method: manual
  content_hash: 80d248eb0056b7bf8fb5321d18eb76f17c73cdc982f64515da3b29643b12cf11
  description: ''
  health_score: 100.0
  last_checked: 1779032586.983044
  stars: 0
  title: 'help.sonatype.com: Inbound SSL - Configuring to Serve Content via HTTPS'
  v1_locations:
  - docs/registries.md
  year: N/A
https://helpercodes.com/spring-boot-complete-tutorial:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A foundational guide for understanding Spring Boot architecture, auto-configuration
    principles, and dependency injection. It streamlines the transition from traditional
    Spring Framework configurations to opinionated, production-ready setups. It acts
    as an excellent onboarding resource, though developers need to complement it with
    production-grade monitoring and containerization patterns.
  language: Java
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Spring Boot Complete Guide
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://helpercodes.com/sql-query-cheatsheet-tutorial:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A Transact-SQL (T-SQL) syntax index for Microsoft SQL Server. It details
    platform-specific constructs, stored procedures, exception handling, and query
    patterns critical for developers working inside enterprise Windows ecosystem storage
    layers.
  language: SQL
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Databases & Storage
  - Relational Databases
  - T-SQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: TSQL and SQL Queries Cheat Sheet
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://hermes-agent.nousresearch.com/docs:
  addition_method: automatic
  ai_summary: 'Official documentation for Hermes Agent, an autonomous, self-improving
    AI agent developed by Nous Research with a closed-loop skill distillation mechanism.

    - **Architectural Value**: Runs on low-cost serverless environments or VPS systems
    to handle long-running background tasks.

    - **Key Features**: Supports persistent SQLite-based cross-session memory, automatic
    skill formation using DSPy + GEPA, and native messaging integration across platforms
    like Slack and Telegram.

    - **Technical Significance**: Represents a major step toward resilient, persistent
    AI workers that improve recursively over execution cycles.'
  category: ai-agents-mcp
  complexity: advanced
  content_hash: 8ceb27d833b7aeb238f98cb653e3d273bc3fdce16cad318e4eebfb4b7dfc5a84
  description: The self-improving AI agent built by Nous Research with a closed-loop
    learning mechanism.
  hierarchy:
  - AI and Machine Learning
  - AI Agents
  - Self-Improving Agents
  - Hermes Agent Framework
  is_microservice: false
  language: en
  last_checked: 1780352544.370217
  reputation_status: Vetted
  reputation_summary: Highly praised by the open-source and AI engineering community
    for its unique built-in learning loop and multi-platform autonomous capabilities.
  resource_type: documentation
  social_preview_url: ''
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  - '[ENTERPRISE-STABLE]'
  title: Hermes Agent Documentation | Hermes Agent
  year: '2026'
https://hernan-david-hd.medium.com/5-pilares-del-sre-devops-f16e45f8d3fd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030589.102716
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hernan-david-hd.medium.com: 5 pilares del SRE/DevOps'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hernan-david-hd.medium.com:
    5 pilares del SRE/DevOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hernan-david-hd.medium.com/breaking-down-sre-devops-into-5-key-areas-5aacf40e8392:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033030.258535
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hernan-david-hd.medium.com: Breaking down SRE/DevOps into 5 key areas'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hernan-david-hd.medium.com:
    Breaking down SRE/DevOps into 5 key areas in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hervekhg.medium.com/3-years-managing-kubernetes-clusters-my-10-lessons-b565a5509f0e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031844.281347
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hervekhg.medium.com: 3 years managing Kubernetes clusters, my 10 lessons'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hervekhg.medium.com:
    3 years managing Kubernetes clusters, my 10 lessons in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hevodata.com/learn/spark-data-pipeline:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An introductory primer outlining the core concepts of building end-to-end
    data processing pipelines with Apache Spark. Focuses on data ingestion, transformations,
    and loading into modern target data warehouses. Live Grounding confirms that while
    Spark remains a foundational ETL standard, contemporary architectures increasingly
    wrap these pipelines inside orchestrated dbt-on-Kubernetes or SparkOperator setups.
  language: Markdown
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Data & AI
  - Data Pipelines
  - Apache Spark
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "hevodata.com: Building Apache Spark Data Pipeline? Made Easy 101 \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-bigdata.md
https://hewi.blog/deploying-an-eks-cluster-using-terraform:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781430184.478436
  stars: 3
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: '2023'
  status: online
  ai_summary: Practical walkthrough demonstrating how to deploy a production-ready
    AWS EKS cluster with Terraform. Focuses on VPC networking setups, IAM role mapping
    via OpenID Connect (OIDC), and configuring managed worker node groups.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - EKS Deployment
  is_microservice: false
  title: 'hewi.blog: Deploying an EKS cluster using Terraform'
https://hewing.foliotek.me:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates usage of the human-friendly `schedule` library to automate
    recurring background processes in Python. Covers job structures, syntax patterns,
    and persistent worker event loops.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Utilities
  - Script Automation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'pythonsimplified.com: How to schedule Python scripts using schedule library'
  addition_method: manual
  v2_locations:
  - python.md
https://high-mobility.com:
  addition_method: manual
  content_hash: f808d8b2a67d8382f32577014b772b2d73b32c8a1241d4fd6b94034d2368cc91
  description: ''
  health_score: 100.0
  last_checked: 1779031620.64112
  stars: 0
  status: online
  title: high-mobility.com
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://high-mobility.com/learn/tutorials/rest:
  addition_method: manual
  content_hash: c835fdb4211052023745151a063aef86fb3583376babb7adee0811501967b9cb
  description: ''
  health_score: 100.0
  last_checked: 1779029932.245566
  stars: 0
  title: REST Auto API Tutorial
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://highscalability.com/blog/2016/2/17/building-nginx-and-tarantool-based-services.html:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: An architectural breakdown of low-latency services combining Nginx and
    the Tarantool in-memory database. Highlights how custom application routing directly
    bypassing intermediate application runtimes yields astronomical throughput with
    sub-millisecond delays.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & Caching
  - Database & Storage
  - Tarantool & Nginx
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "highscalability.com: Building nginx and Tarantool based services \U0001F31F"
  addition_method: manual
  v2_locations:
  - caching.md
https://hipertextual.com/2021/06/github-inteligencia-artificial-autocompletar-codigo:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Covers the historic partnership between GitHub and OpenAI that birthed
    the Copilot code intelligence platform. Discusses early architectural concepts
    around utilizing deep learning models to autocomplete complex syntactic paradigms.
    Traces the origin of generative AI in software engineering.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Industry History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hipertextual.com: GitHub une fuerzas con OpenIA para crear una inteligencia
    artificial capaz de autocompletar código'
  addition_method: manual
  v2_locations:
  - git.md
https://hipertextual.com/2023/02/diferencias-ia-machine-learning:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779029689.013223
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hipertextual.com: Diferencias entre Inteligencia Artificial, Machine Learning''
    y Deep Learning'
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hipertextual.com:
    Diferencias entre Inteligencia Artificial, Machine Learning'' y Deep Learning
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hipertextual.com/2024/03/devin-inteligencia-artificial-programa-software:
  addition_method: manual
  content_hash: 510eac95e449d7e34fc801dd82422b45fbbf8e1b6cbf4307ba066aac7599a0a0
  description: ''
  health_score: 100.0
  last_checked: 1779029174.217212
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hipertextual.com: Así es Devin, la inteligencia artificial que programa''
    software de principio a fin'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hipertextual.com:
    Así es Devin, la inteligencia artificial que programa'' software de principio
    a fin in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hiralee.medium.com/software-design-vs-architecture-1da0a94322a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031624.819434
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hiralee.medium.com: Software Architecture vs Design'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hiralee.medium.com:
    Software Architecture vs Design in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hitch-tls.org:
  addition_method: manual
  content_hash: e842b9c60bf3b84ea857bffe74c0de0ee1b1abe244a5281c639a6fde8506ce02
  description: ''
  health_score: 100.0
  last_checked: 1779029553.344002
  stars: 0
  status: online
  title: Hitch - scalable TLS proxy. Hitch is a libev-based high performance SSL/TLS
    proxy by Varnish Software
  v1_locations:
  - docs/caching.md
  year: N/A
https://hitesh-pattanayak.medium.com/observability-in-kubernetes-b53d6ea1b37d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034504.50669
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hitesh-pattanayak.medium.com: Observability in Kubernetes'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hitesh-pattanayak.medium.com:
    Observability in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hive.apache.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Data warehousing solution built on Apache Hadoop. Translates SQL-like
    relational queries into underlying MapReduce, Tez, or Spark execution plans, optimizing
    analytics operations over petabyte-scale data lakes.
  language: Java
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - Big Data
  - Data Warehousing
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Hive.apache.org
  addition_method: manual
  v2_locations:
  - nosql.md
https://hjrocha.medium.com/add-a-custom-host-to-kubernetes-a06472cedccb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030425.619445
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hjrocha.medium.com: Add a Custom Host to Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hjrocha.medium.com:
    Add a Custom Host to Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hlokensgard.no/2023/07/03/azure-firewall-as-dns-proxy-with-the-new-azure-dns-resolver:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Architectural guide explaining how to deploy Azure Firewall as a DNS
    Proxy paired with Azure Private DNS Resolver. Resolves private name resolution
    issues across on-premises endpoints and multi-tenant spoke networks without requiring
    resource-heavy custom IaaS DNS servers.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Hybrid Networking
  - Network Security
  - DNS Resolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hlokensgard.no: Azure Firewall as DNS Proxy with the new Azure DNS Resolver'
  addition_method: manual
  v2_locations:
  - azure.md
https://hlokensgard.no/2023/12/05/get-started-with-powershell-7-2-in-azure-automation-account:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details onboarding patterns and dependency setup routines to deploy
    PowerShell 7.2 Core runs in native serverless Azure Automation execution engines
    with Managed Identity support.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Platform Management
  - Microsoft Azure
  - Azure Automation
  - Runbooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hlokensgard.no: Get started with PowerShell 7.2 in Azure Automation Account'
  addition_method: manual
  v2_locations:
  - azure.md
https://hlokensgard.no/2024/07/01/azure-virtual-network-manager-a-game-changer-or-just-a-costly-upgrade:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Evaluates Azure Virtual Network Manager (AVNM), analyzing its capabilities
    in orchestrating complex global network topologies and security rules at scale.
    The article provides a critical cost-benefit analysis, comparing AVNM's licensing
    model against the manual management of virtual network peering and network security
    groups in hub-and-spoke topologies.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Network Management
  - AVNM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hlokensgard.no: Azure Virtual Network Manager – A game changer or just a
    costly upgrade?'
  addition_method: manual
  v2_locations:
  - azure.md
https://hlokensgard.no/knowledge-sharing:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A detailed architectural visualization of Azure Landing Zone topologies.
    Maps core structural nodes directly to official Terraform modules and Git repository
    flows, serving as a reliable blueprint for multi-tenant setups.
  language: None
  resource_type: Visual
  complexity: Intermediate
  hierarchy:
  - Azure
  - Landing Zone
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hlokensgard.no/knowledge-sharing: Miro Mind map over Azure Landing Zones
    element, Terraform modules, GitHub Code'
  addition_method: manual
  v2_locations:
  - terraform.md
https://hmaslowski.com/home/f/macos-security-hardening-with-microsoft-intune:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical guide to hardening macOS endpoints via Microsoft Intune
    MDM. Outlines configuring device profiles, enforcing disk encryption, managing
    firewall rules, and setting up automated compliance scripts to secure remote engineering
    systems.
  language: English
  resource_type: Technical Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Endpoint Hardening
  - MDM Configurations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'hmaslowski.com: macOS Security hardening with Microsoft Intune'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://hmh.engineering/dive-into-kubernetes-healthchecks-part-1-73a900fa6dbd:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: 'Part one of an engineering-focused health check deep dive detailing
    Kubelet architectural internals.

    - Illustrates the flow of probe execution from the local kubelet agent to the
    CRI runtime.

    - Establishes a framework for analyzing how and when resource utilization influences
    probe failures.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "hmh.engineering: Dive into Kubernetes Healthchecks (part 1) \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://hmh.engineering/dive-into-kubernetes-healthchecks-part-2-a9f83eb712d5:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: 'Part two of the engineering-focused health check series, analyzing
    edge cases and advanced rollout parameters.

    - Explains how proper probe alignment coordinates with rolling update strategies
    (e.g., maxSurge, maxUnavailable).

    - Provides complex production configurations designed to eliminate connection
    termination errors.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'hmh.engineering: Dive into Kubernetes Healthchecks (part 2)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://hmh.engineering/musings-on-microservice-observability-f7052ac42f04:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Real-world engineering reflections detailing the trials of tracing
    asynchronous message brokers and API routes inside a sprawling distributed microservice
    ecosystem. Curator Insight: Real-world microservices field guide. Live Grounding:
    Offers invaluable real-world insights on handling high distributed trace sampling
    rates under production load.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Architecture
  - Microservices
  - Observability
  - Distributed Tracing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'hmh.engineering: Musings on microservice observability!'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://hms.harvard.edu/news/does-ai-help-or-hurt-human-radiologists-performance-depends-doctor:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Investigates the human-AI interface within radiology, detailing how
    AI assistance does not universally improve diagnostics but depends on the doctor's
    specific expertise and the system's operational design. This research underscores
    that AI tools should not be deployed as absolute diagnostic arbiters but as contextual
    assistants, highlighting the need for UI/UX integration that exposes model confidence
    and reasoning paths.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Management
  - Healthcare Tech
  - AI Diagnostics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'hms.harvard.edu: Does AI Help or Hurt Human Radiologists’ Performance? It
    Depends on the Doctor'
  addition_method: manual
  v2_locations:
  - customer.md
https://hodovi.cc/blog/creating-low-cost-managed-kubernetes-cluster-personal-development-terraform:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical guide detailing how to build a highly cost-effective managed
    Kubernetes environment for engineering sandbox testing. Emphasizes small node
    configurations, pool autoscaling, and minimal state profiles to reduce infrastructure
    costs.
  language: HCL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Cost Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'hodovi.cc: Creating a Low Cost Managed Kubernetes Cluster for Personal Development
    using Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://home.robusta.dev/blog/k8s-node-benchmark:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Presents empirical benchmarks of CPU efficiency across major cloud
    Kubernetes providers (EKS, GKE, AKS).

    - Proves that equivalent virtual CPUs do not yield identical performance due to
    cloud hypervisor overhead.

    - Crucial read for high-throughput microservices performance planning.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Performance Optimization
  - Benchmarks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "home.robusta.dev: When is a CPU not a CPU? Benchmark of Kubernetes Providers
    and Node Efficiency \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://home.robusta.dev/blog/kubernetes-service-vs-loadbalancer-vs-ingress:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A visual, high-impact guide illuminating structural boundaries and usage
    paradigms across ClusterIP, NodePort, LoadBalancer, and Ingress. Translates complex
    routing definitions into clear deployment rules of thumb to help architects select
    the optimal entry channel based on target budgets and security policies.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - Fundamentals
  - Service Topology
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "home.robusta.dev: The ultimate guide to Kubernetes Services, LoadBalancers,
    and Ingress \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://home.robusta.dev/blog/kubernetes-utilization-vs-reliability:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Analyzes the mathematical trade-off between resource utilization and
    cluster reliability.

    - Argues that running nodes at near-maximum capacity inevitably causes scheduling
    bottlenecks and evictions.

    - Recommends structured buffers to preserve high availability.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Resource Planning
  - Reliability vs Cost
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "home.robusta.dev: You can't have both high utilization and high reliability
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://home.robusta.dev/blog/stop-using-cpu-limits:
  description: '- [dnastacio.medium.com: Why You Should Keep Using CPU Limits on Kubernetes](https://dnastacio.medium.com/why-you-should-keep-using-cpu-limits-on-kubernetes-60c4e50dfc61)
    Or why staying away from unused CPU may be good for your containers'
  year: '2023'
  stars: 0
  ai_summary: 'An updated post contrasting the ''no CPU limits'' argument against
    keeping limits for node protection.

    - Synthesizes perspectives on preventing runaway processes vs. suffering latency
    spikes due to CFS throttling.

    - Offers nuanced guidelines for varying workload patterns.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Performance Optimization
  - CPU Limits & Throttling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'home.robusta.dev: For the Love of God, Stop Using CPU Limits on Kubernetes
    (Updated)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://home.robusta.dev/blog/why-everyone-should-track-and-audit-kubernetes-changes-and-top-ways:
  description: ''
  addition_method: manual
  content_hash: 939f865e445d5d0ecd313376ec609a9261ff090ed76415151bdc9833da3ada2d
  health_score: 100.0
  last_checked: 1779033592.193781
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: An analytical guide exploring the operational necessity of tracking
    live cluster configuration modifications. The post contrasts change-tracking methods,
    including Kubernetes API auditing, GitOps synchronization differentials, and real-time
    alerting engines like Robusta and Kubeshark.
  language: English
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Observability
  - Audit Logging
  - Change Tracking
  is_microservice: false
  title: 'home.robusta.dev: Why everyone should track Kubernetes changes and top four''
    ways to do so'
https://homebusinessmag.com/businesses/success-tips/certificates-alone-wont-get-hired-need-certifications-plus:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A career planning guide emphasizing why credentialing must be actively
    supplemented with deep open-source portfolios, architectural projects, and reliable
    systems-level operations engineering.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Opinion & Strategy
  - Career Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'homebusinessmag.com: Certificates Alone Won’t Get You Hired, You Need Certifications
    “Plus”!'
  addition_method: manual
  v2_locations:
  - elearning.md
https://hoppscotch.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Hoppscotch is a modern, lightweight, web-native open-source alternative
    to Postman. Engineered to be highly performant, it streamlines real-time operations
    including HTTP, GraphQL, and WebSockets.
  language: TypeScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Testing
  - API Testing
  - Open Source
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Hoppscotch: Open-Source Alternative to Postman'
  addition_method: manual
  v2_locations:
  - postman.md
https://horizons.carrefour.com/efficient-java-in-the-cloud-with-quarkus:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034155.519649
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Efficient Java in the cloud with Quarkus. Carrefour Spain’s test: Quarkus''
    vs. Spring Boot'
  v1_locations:
  - docs/customer.md
  v2_locations:
  - customer.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Efficient
    Java in the cloud with Quarkus. Carrefour Spain’s test: Quarkus'' vs. Spring Boot
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://horovits.medium.com/prometheus-now-supports-opentelemetry-metrics-83f85878e46a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034322.700454
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==horovits.medium.com: Prometheus Now Supports OpenTelemetry Metrics=='
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==horovits.medium.com:
    Prometheus Now Supports OpenTelemetry Metrics== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://horovits.wordpress.com/2020/07/15/kubernetes-security-best-practices:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains foundational steps for securing Kubernetes API access, configuring
    container execution privileges, and auditing container images within CI/CD pipelines.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Cluster Hardening
  - Security Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'horovits.wordpress.com: Kubernetes Security Best Practices'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://hostadvice.com/blog/devops-toolbox-jenkins-ansible-chef-puppet-vagrant-saltstack:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030979.227336
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'DevOps Toolbox: Jenkins, Ansible, Chef, Puppet, Vagrant, & SaltStack'
  v1_locations:
  - docs/devops-tools.md
  - docs/jenkins.md
  v2_locations:
  - devops-tools.md
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering DevOps
    Toolbox: Jenkins, Ansible, Chef, Puppet, Vagrant, & SaltStack in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://howdns.works:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: An educational, comic-style visual narrative explaining the global mechanics
    of the Domain Name System (DNS). Breaks down recursive and authoritative resolvers,
    Root zones, TLD servers, and browser-side caching. Ideal for establishing a mental
    model of naming resolution dynamics before building microservices topologies.
  language: English
  resource_type: Interactive Guide
  complexity: Beginner
  hierarchy:
  - Networking
  - Protocols
  - DNS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: howdns.works
  addition_method: manual
  v2_locations:
  - linux.md
https://howhttps.works:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An interactive, visual educational resource designed to unpack the complex
    mechanics of the HTTPS protocol, TLS handshakes, and public key cryptography.
    Highly useful for onboarding developers to understand transport-layer security
    and key-exchange negotiations in web systems.
  language: English
  resource_type: Interactive Web
  complexity: Beginner
  hierarchy:
  - Infrastructure & Security
  - Networking Protocols
  - Transport Layer Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: howhttps.works
  addition_method: manual
  v2_locations:
  - developerportals.md
https://howtodoinjava.com/maven:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: High-fidelity educational portal providing step-by-step technical guides,
    plugin configuration snippets, and architecture blueprints for building robust
    Maven-based Java workloads.
  language: English
  resource_type: Educational Resource
  complexity: Intermediate
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Tutorials & Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: howtodoinjava.com/maven
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://howtodoinjava.com/maven/how-to-convert-maven-java-project-to-intellij-idea-project:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Practical walkthrough highlighting smooth workflow migration pathways
    to transition standard command-line Maven structures directly into productive
    IntelliJ IDEA project workspaces.
  language: English
  resource_type: Educational Resource
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - IDE Integrations
  - IntelliJ IDEA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'howtodoinjava.com: Maven IntelliJ Idea Project'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://howtodoinjava.com/maven/maven-java-project-with-intellij-idea:
  addition_method: manual
  ai_summary: Step-by-step tutorial on initializing, configuring, and importing Maven
    projects inside JetBrains IntelliJ IDEA. Useful for junior developers looking
    to establish standard build patterns and resolve dependency import conflicts.
  complexity: Beginner
  description: ''
  hierarchy:
  - Software Engineering
  - Build Tools
  - Java Ecosystem
  - Tutorials
  is_microservice: false
  language: English
  resource_type: Blog
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'howtodoinjava.com: Maven IntelliJ Idea Project'
  v2_locations:
  - maven-gradle.md
  year: '2021'
https://http.cat:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A popular, visually descriptive resource mapping standard HTTP status
    codes to illustrative cat photos. Frequently used by developers as an educational
    tool, debug reference, and routing response helper.
  language: JavaScript
  resource_type: Utility
  complexity: Beginner
  hierarchy:
  - Web Protocols & Performance
  - HTTP Architecture
  - Status Codes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "http.cat \U0001F31F"
  addition_method: manual
  v2_locations:
  - networking.md
https://http2-explained.haxx.se:
  addition_method: manual
  content_hash: 88fac0c82cdf6d10255adfb64fc13ba2a876b1e096aed7646df993cc88dd9087
  health_score: 100.0
  last_checked: 1779031896.519856
  needs_ai_refresh: true
  v1_locations:
  - docs/networking.md
https://http2.github.io:
  addition_method: manual
  content_hash: 7671e742d1149405620fac23a5619cce021b8b5bd9d4de940aa53ad516217cb5
  description: ''
  health_score: 100.0
  last_checked: 1779029374.216599
  needs_ai_refresh: true
  stars: 0
  title: "http2.github.io HTTP/2 \U0001F31F"
  v1_locations:
  - docs/networking.md
  year: N/A
https://http2.github.io/faq:
  addition_method: manual
  content_hash: 6c314974d92445138cdb880fef762e1352854f0d3f54a7c1c93f66675097b375
  description: ''
  health_score: 100.0
  last_checked: 1779032256.931158
  needs_ai_refresh: true
  stars: 0
  title: "http2.github.io HTTP/2 Frequently Asked Questions \U0001F31F"
  v1_locations:
  - docs/networking.md
  year: N/A
https://http3-explained.haxx.se:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The definitive, author-maintained manual tracing the engineering properties
    of HTTP/3 and its underlying QUIC protocol. Explores connection setup, multiplexing,
    security benefits, UDP migration paths, and head-of-line blocking resolution.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Web Protocols & Performance
  - Protocol Evolution
  - HTTP/3 & QUIC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "http3-explained.haxx.se: HTTP/3 explained \U0001F31F"
  addition_method: manual
  v2_locations:
  - networking.md
https://httpd.apache.org:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The main technical site for the Apache HTTP Server, the industry-standard
    web server. Continues to power global web networks with highly stable modular
    routing rules and robust security mechanisms.
  language: C
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Web Servers
  - Apache HTTP Server
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Apache
  addition_method: manual
  v2_locations:
  - web-servers.md
https://httpd.apache.org/docs/2.4/howto/reverse_proxy.html:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official engineering handbook illustrating the deployment and configuration
    of the Apache HTTP Server as a reverse proxy. Details mod_proxy directives, buffer
    limits, and load-balancer grouping policies.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Web Servers
  - Reverse Proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Apache Reverse Proxy Guide
  addition_method: manual
  v2_locations:
  - web-servers.md
https://hub.docker.com/_/elasticsearch:
  addition_method: manual
  content_hash: 00c57699dbbaf453e7c9995c525861c0b51661650c02a88bab6bc6c0e94fd6e8
  health_score: 100.0
  last_checked: 1779033773.235097
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://hub.docker.com/_/websphere-liberty:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The official WebSphere Liberty image on Docker Hub, providing a highly
    optimized cloud-native runtime designed for Java EE and MicroProfile. Live Grounding
    emphasizes its value for enterprise application modernization, delivering low-footprint
    containers with IBM technical backing.
  language: English
  resource_type: Container Image
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Java
  - Runtimes
  - WebSphere
  - Docker
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'DockerHub: websphere-liberty'
  addition_method: manual
  v2_locations:
  - ibm_cloud.md
https://hub.docker.com/r/alwin2/petclinic-customers-service:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Docker container image representing the Customer Service sub-domain
    of the decomposed Spring Petclinic microservices suite. Designed for direct cluster
    deployments to test service-to-service communication.
  language: Dockerfile
  resource_type: Container Image
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Applications
  - Java Microservices
  - Container Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: ref 4
  addition_method: manual
  v2_locations:
  - demos.md
https://hub.docker.com/r/anthonydahanne/spring-petclinic:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Historical community Docker image containing early builds of the Spring
    Petclinic framework. Used primarily for legacy workshop labs and testing Docker
    runtime backwards compatibility.
  language: Dockerfile
  resource_type: Container Image
  complexity: Basic
  hierarchy:
  - Containerization
  - Docker
  - Prebuilt Images
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: ref 6
  addition_method: manual
  v2_locations:
  - demos.md
https://hub.docker.com/r/arey/springboot-petclinic:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A highly pulled, community-maintained Spring Boot Petclinic image optimized
    for lean runtimes. Includes built-in multi-architecture CPU support (ARM64/AMD64)
    ideal for localized testing and local Kubernetes clusters.
  language: Dockerfile
  resource_type: Container Image
  complexity: Basic
  hierarchy:
  - Containerization
  - Docker
  - Prebuilt Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ref 5 arey/springboot-petclinic
  addition_method: manual
  v2_locations:
  - demos.md
https://hub.docker.com/r/bitnami/cluster-autoscaler:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A highly secure, enterprise-hardened container image for Kubernetes
    Cluster Autoscaler maintained by Bitnami. Ideal for teams requiring pre-packaged,
    scanned, and continuously updated container builds for their self-managed cluster
    deployments.
  language: Shell
  resource_type: Image
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Cluster Autoscaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: bitnami/cluster-autoscaler
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://hub.docker.com/r/bmoussaud/petclinic:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Docker image for the Spring Petclinic application instrumented with
    APM and monitoring agents. Useful for evaluating telemetry collection, performance
    profiling, and tracing agents inside isolated container runs.
  language: Dockerfile
  resource_type: Container Image
  complexity: Intermediate
  hierarchy:
  - Containerization
  - Docker
  - Prebuilt Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ref 3
  addition_method: manual
  v2_locations:
  - demos.md
https://hub.docker.com/r/centos/postgresql-10-centos7:
  addition_method: manual
  content_hash: 93b8cb56515e894ef7899b4c113b2fdb5181c0efd6eb6bc57806bfb90441a5a8
  health_score: 100.0
  last_checked: 1779030384.738501
  needs_ai_refresh: true
  v1_locations:
  - docs/crunchydata.md
https://hub.docker.com/r/ibuchh/petclinic-spinnaker-jenkins:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A legacy Docker Hub image combining PetClinic deployment artifacts with
    Spinnaker and Jenkins orchestration capabilities. Serves as a historical artifact
    of early multi-cloud continuous delivery pipelines built on top of traditional
    JVM monoliths.
  language: Dockerfile
  resource_type: Container Image
  complexity: Intermediate
  hierarchy:
  - DevOps & CI/CD
  - Continuous Delivery
  - Docker Images
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: ref 1
  addition_method: manual
  v2_locations:
  - demos.md
https://hub.docker.com/r/jboss/kie-server:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The KIE Server Docker container package provides an execution environment
    for Drools and jBPM workflow engine patterns, simplifying distributed microservices
    runtime decision orchestration.
  language: Shell
  resource_type: Docker Image
  complexity: Intermediate
  hierarchy:
  - Software Architecture
  - Business Rules
  - Containerization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: KIE Server
  addition_method: manual
  v2_locations:
  - postman.md
https://hub.docker.com/r/jbrisbin/spring-petclinic:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: One of the oldest legacy Docker images of the Spring PetClinic project.
    Demonstrates early containerization methodologies using heavy base operating system
    layers and older Java Virtual Machine (JVM) versions.
  language: Dockerfile
  resource_type: Container Image
  complexity: Basic
  hierarchy:
  - Containerization
  - Docker
  - Prebuilt Images
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: ref 7
  addition_method: manual
  v2_locations:
  - demos.md
https://hub.docker.com/r/openshift:
  addition_method: manual
  content_hash: 475e2cc9ced9d670432428f70e2191dd406cd8b11b2d9cdd0ec2663ed96ee513
  description: ''
  health_score: 100.0
  last_checked: 1779033296.244156
  stars: 0
  status: online
  title: DockerHub OpenShift
  v1_locations:
  - docs/openshift.md
  year: N/A
https://hub.docker.com/r/openshiftdemos:
  addition_method: manual
  content_hash: 27c97592dbf5be3d30ced985fa10083a991c51e8160539e4dbdcc52fd85761d7
  description: ''
  health_score: 100.0
  last_checked: 1779031080.900739
  stars: 0
  status: online
  title: DockerHub OpenShift Demos
  v1_locations:
  - docs/demos.md
  year: N/A
https://hub.docker.com/r/payara/micro:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The official Docker image for Payara Micro, a lightweight, cloud-optimized
    container runtime designed specifically for MicroProfile applications. Live Grounding
    shows Payara Micro is extensively used in dynamic, auto-scaling Kubernetes microservice
    pods due to its rapid startup and low configuration overhead.
  language: English
  resource_type: Container Image
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Java
  - Runtimes
  - Payara Micro
  - Docker
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Payara Micro
  addition_method: manual
  v2_locations:
  - java_app_servers.md
https://hub.docker.com/r/payara/server-full:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: The official Docker Hub repository for Payara Server Full, providing
    ready-made container images for complete Jakarta EE runtime capabilities. Live
    Grounding shows its primary use in legacy system migration, allowing enterprise
    operations to orchestrate monolithic workloads with modern container tooling.
  language: English
  resource_type: Container Image
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Java
  - Runtimes
  - Payara Server
  - Docker
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Payara
  addition_method: manual
  v2_locations:
  - java_app_servers.md
https://hub.docker.com/r/sarjunkumar24391/petclinic:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A community-packaged Docker image of the classic Spring Petclinic application.
    Created primarily to facilitate rapid deployment testing on container runtimes
    without local Maven compilation overhead.
  language: Dockerfile
  resource_type: Container Image
  complexity: Basic
  hierarchy:
  - Containerization
  - Docker
  - Prebuilt Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ref 2
  addition_method: manual
  v2_locations:
  - demos.md
https://hub.docker.com/r/sonatype/nexus3:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official Docker repository containing Sonatype Nexus Repository Manager
    3. Essential for hosting private software artifacts, dependency proxy caches (npm,
    NuGet, Maven), and localized container registries in enterprise platforms.
  language: None
  resource_type: Registry
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Artifact Repositories
  - Sonatype Nexus
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: hub.docker.com/r/sonatype/nexus3/
  addition_method: manual
  v2_locations:
  - openshift.md
https://hub.docker.com/r/texthtml/gitlab-merge-bot:
  addition_method: manual
  content_hash: 4ad2975075b7304620aefea29f11692ced9eb322a77b9cda0c050de6a4115cd0
  description: ''
  health_score: 100.0
  last_checked: 1779031615.281306
  needs_ai_refresh: true
  stars: 0
  title: 'DockerHub: Gitlab Merge Bot'
  v1_locations:
  - docs/git.md
  year: N/A
https://hub.docker.com/u/openshift:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Public Docker Hub repository hosting community-built images for OpenShift.
    While still containing useful base reference tools, current 2026 best practices
    dictate migrating critical dependencies to secure, enterprise-scanned registries.
  language: None
  resource_type: Registry
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Container Registries
  - Community
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: DockerHub OpenShift
  addition_method: manual
  v2_locations:
  - openshift.md
https://hub.docker.com/u/openshiftdemos:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Registry hosting pre-built container images optimized for the OpenShiftDemos
    organization. Though partially legacy due to secure private registry practices,
    it serves as a valuable public catalog of application runtimes.
  language: N/A
  resource_type: Registry
  complexity: Beginner
  hierarchy:
  - Reference Architectures
  - Artifact Registries
  - Docker Images
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: DockerHub OpenShift Demos
  addition_method: manual
  v2_locations:
  - demos.md
https://hub.docker.com/u/redhat:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official Docker Hub repository for Red Hat Universal Base Images
    (UBI), offering secure, reliable standard, minimal, micro, and init image variants.
    These images provide enterprise-grade security patches, high reliability, and
    RHEL compatibility without requiring commercial subscriptions. It serves as an
    industry de facto standard for high-security container base images.
  language: N/A
  resource_type: Registry
  complexity: Low
  hierarchy:
  - Infrastructure
  - Containerization
  - Base Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Red Hat Universal Base Images - hub.docker.com/u/redhat: UBI 8 standard,
    minimal, micro, and init from DockerHub \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://hub.helm.sh:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The legacy centralized search hub for locating community Helm charts
    before the packaging index consolidated. This resource is completely deprecated
    and has been succeeded by the modern, CNCF-maintained decentralized platform,
    Artifact Hub.
  language: Go
  resource_type: Web Portal
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Chart Discovery
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "hub.helm.sh \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://hub.helm.sh/charts/choerodon/nexus3:
  addition_method: manual
  content_hash: 5989d4d1c4b96da728a60fac6c5af05b5f8fd135d48cdd0772f3670f90b7dad4
  description: ''
  health_score: 100.0
  last_checked: 1779033489.047263
  stars: 0
  status: online
  title: "Choerodon Nexus3 \U0001F31F"
  v1_locations:
  - docs/helm.md
  year: N/A
https://hub.helm.sh/charts/oteemo/sonarqube:
  addition_method: manual
  content_hash: 5e483cdff2ea4c51fc01a5c000ce825ed724db6f78b6a186af21b7521ef6005a
  description: ''
  health_score: 100.0
  last_checked: 1779033511.370022
  stars: 0
  status: online
  title: hub.helm.sh/charts/oteemo/sonarqube
  v1_locations:
  - docs/sonarqube.md
  year: N/A
https://hub.helm.sh/charts/stable/cluster-autoscaler:
  addition_method: manual
  content_hash: 5e483cdff2ea4c51fc01a5c000ce825ed724db6f78b6a186af21b7521ef6005a
  description: ''
  health_score: 100.0
  last_checked: 1779030009.534532
  stars: 0
  status: online
  title: 'hub.helm.sh: cluster-autoscaler'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://hub.kubeapps.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032114.517841
  stars: 0
  status: online
  title: KubeApps Hub
  v1_locations:
  - docs/helm.md
  year: N/A
https://hub.qovery.com/guides/engineering/terraform-not-the-golden-hammer:
  addition_method: manual
  content_hash: 683f0609767fa848db6c8e614124c2c4c25e0b6741f9d0b69d7a16c6a806aa71
  description: ''
  health_score: 100.0
  last_checked: 1779032969.430525
  stars: 0
  status: online
  title: 'hub.qovery.com: Terraform is Not the Golden Hammer'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://hub.tinztwins.de/7-hidden-python-tips-for-2024:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032383.527049
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hub.tinztwins.de: 7 Hidden Python Tips for 2024'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hub.tinztwins.de:
    7 Hidden Python Tips for 2024 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://huggingface.co/blog/NileshInfer/implementing-fractional-gpus-in-kubernetes:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A deep dive into fractional GPU scheduling policies on Kubernetes using
    the open-source Aliyun Scheduler. It showcases strategies for maximizing resource
    utility and lowering infrastructure bills by sharing single physical hardware
    resources across smaller model-serving pods.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - GPU Orchestration
  - Resource Allocation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'huggingface.co: Implementing Fractional GPUs in Kubernetes with Aliyun Scheduler'
  addition_method: manual
  v2_locations:
  - mlops.md
https://humanitec.com/blog/escape-vmware-lock-in-with-a-modular-internal-developer-platform:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Technical analysis of migration strategies away from proprietary VMware
    hypervisors using open-source, cloud-native IDP architectures. Evaluates the cost,
    operational, and performance advantages of deploying bare-metal or multi-cloud
    Kubernetes runtimes orchestrated by modular platform controllers.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Infrastructure Migration
  - VMware Alternatives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'humanitec.com: Escape VMware lock-in with a modular Internal Developer Platform'
  addition_method: manual
  v2_locations:
  - devops.md
https://humanitec.com/blog/handling-environment-variables-with-kubernetes:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A stellar architectural deep dive into environment variable management
    within Pod specs. Compares ConfigMaps, Secret injection, and secure dynamic configuration
    systems to avoid credential exposure in production.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Configuration
  - Secrets Management
  - Environment Variables
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "How to handle environment variables with Kubernetes? \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://humanitec.com/blog/how-to-design-your-repository-structures-to-nail-platform-engineering:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep architectural dive into GitOps-aligned repository topologies.
    Discusses split-repository layouts separating application code from environment
    configurations, enabling declarative platform orchestrators (like Humanitec or
    ArgoCD) to work seamlessly while maintaining strong security boundaries.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Architecture
  - GitOps Repository Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'humanitec.com: How to design your repository structures to nail platform
    engineering'
  addition_method: manual
  v2_locations:
  - devops.md
https://humanitec.com/blog/why-every-internal-developer-platform-needs-a-backend:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Demystifies why standard UI portals (like Backstage) are insufficient
    without a powerful platform orchestrator backend. Details how platform orchestrators
    automatically resolve environment-specific dependencies, manage dynamic variables,
    and execute infrastructure provisioning pipelines safely behind the scenes.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - IDP Architecture
  - Control Plane
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'humanitec.com: Why every Internal Developer Platform needs a backend'
  addition_method: manual
  v2_locations:
  - devops.md
https://humanitec.com/reference-architectures:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines enterprise platform blueprints tailored for Google Cloud Platform.
    Combines GKE, Cloud Run, and Secret Manager under a unified platform orchestrator
    layer to drive developer velocity while keeping governance secure.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Reference Architectures
  - GCP
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'humanitec.com: Platform reference architecture on GCP'
  addition_method: manual
  v2_locations:
  - introduction.md
https://humanitec.com/reference-architectures/aws:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Illustrates modern Platform Engineering frameworks on AWS. Details integrating
    EKS, RDS, and AWS Secrets Manager with Score and Humanitec to build scalable,
    low-friction self-service infrastructure portals.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Reference Architectures
  - AWS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'humanitec.com: Platform reference architecture on AWS'
  addition_method: manual
  v2_locations:
  - introduction.md
https://humanitec.com/reference-architectures/azure:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A production-ready blueprint mapping internal developer platforms (IDP)
    to native Azure resources. Details how to utilize AKS, Azure Key Vault, and Terraform
    to implement automated, secure self-service infrastructure pipelines.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Reference Architectures
  - Azure
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'humanitec.com: Platform reference architecture on Azure'
  addition_method: manual
  v2_locations:
  - introduction.md
https://humanwhocodes.com/blog/2011/11/29/how-content-delivery-networks-cdns-work:
  description: ''
  year: '2011'
  stars: 0
  ai_summary: A timeless foundational resource detailing the transport mechanics of
    CDNs. It details network topological distance mapping, anycast DNS, and reverse
    proxy caching designs for accelerating global static assets.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Data & Caching
  - CDN
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'nczonline: How content delivery networks (CDNs) work - Nov 2011'
  addition_method: manual
  v2_locations:
  - caching.md
https://huryn.substack.com/p/3-ways-to-create-10x-better-product:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030295.768351
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'huryn.substack.com: 3 Ways to Create 10X Better Product Roadmaps'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering huryn.substack.com:
    3 Ways to Create 10X Better Product Roadmaps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://huyenchip.com/2021/09/13/data-science-infrastructure.html:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Curator Insight presents an argument for abstracting infrastructure
    layer complexities away from data science personas. Live Grounding confirms that
    modern MLOps architectures emphasize platform engineering teams, deploying orchestration
    platforms that expose abstract pipelines while silently managing underlying Kubernetes
    workloads.
  language: Not Applicable
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Engineering
  - MLOps Architecture
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'huyenchip.com: Why data scientists shouldn’t need to know Kubernetes'
  addition_method: manual
  v2_locations:
  - python.md
https://huyenchip.com/2023/04/11/llm-engineering.html:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A seminal, highly-cited framework for deploying Large Language Model
    applications in production environments. Addresses technical hurdles such as context
    window management, prompting reliability, latency optimization, cost-efficiency
    trade-offs, and structural output sanitization. Essential reading for modern generative
    AI architects.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Generative AI
  - LLM Ops
  - System Design
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'huyenchip.com: Building LLM applications for production'
  addition_method: manual
  v2_locations:
  - mlops.md
https://hwchiu.medium.com/docker-networking-model-introduction-194a2a2c9b68:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032345.598366
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hwchiu.medium.com: Docker Networking Model — Introduction'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hwchiu.medium.com:
    Docker Networking Model — Introduction in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hwchiu.medium.com/kubernetes-network-troubleshooting-approach-701de9463493:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029472.508084
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==hwchiu.medium.com: Kubernetes Network Troubleshooting Approach== \U0001F31F"
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==hwchiu.medium.com:
    Kubernetes Network Troubleshooting Approach== \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hwchiu.medium.com/why-does-my-2vcpu-application-run-faster-in-a-vm-than-in-a-container-6438ffaba245:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033579.270718
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==hwchiu.medium.com: Why does my 2vCPU application run faster in a VM than'
    in a container?== \U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==hwchiu.medium.com:
    Why does my 2vCPU application run faster in a VM than' in a container?== \U0001F31F\U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://hystax.com/the-difference-between-cloud-cost-management-and-finops:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Delineates the operational boundaries between cloud cost management
    (siloed, reactive cost-cutting steps) and the FinOps lifecycle (collaborative,
    business-value mapping). The analysis shows that while cost management tools act
    as execution platforms, FinOps creates a cultural, cross-functional engineering
    framework.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Strategy & Governance
  - FinOps vs Cost Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'hystax.com: The difference between cloud cost management and FinOps'
  addition_method: manual
  v2_locations:
  - finops.md
https://iainhunter.wordpress.com/2016/01/12/avoiding-pitfalls-running-mongo-3-2-in-docker-on-osx:
  description: ''
  year: '2016'
  stars: 2
  ai_summary: Analyzes historical performance bottlenecks and host volume-mounting
    complications when virtualizing MongoDB 3.2 on macOS Docker setups. Remains as
    a reference for handling localized hypervisor file lockups.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - MongoDB Ecosystem
  - Local Containerization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Avoiding pitfalls running Mongo 3.2 in Docker on OSX
  addition_method: manual
  v2_locations:
  - nosql.md
https://iamitcohen.medium.com/dns-in-kubernetes-how-does-it-work-7c4690fd813e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033118.184352
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'iamitcohen.medium.com: DNS in Kubernetes, how does it work?'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering iamitcohen.medium.com:
    DNS in Kubernetes, how does it work? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://iamunnip.medium.com/merging-kubeconfig-files-c9e0f340a71c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032952.463181
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'iamunnip.medium.com: Merging kubeconfig Files'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering iamunnip.medium.com:
    Merging kubeconfig Files in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://iaviral.medium.com/most-used-functions-in-pandas-7c12ae238185:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032582.980085
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'iaviral.medium.com: Most used functions in Pandas'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering iaviral.medium.com:
    Most used functions in Pandas in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ibrahims.medium.com/azure-terraform-pipeline-devops-b57005a37936:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030957.605735
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ibrahims.medium.com: Azure Terraform Pipeline — DevOps'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ibrahims.medium.com:
    Azure Terraform Pipeline — DevOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ibrahims.medium.com/security-context-kubernetes-9672ae2380f9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029487.036176
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ibrahims.medium.com: Security Context — Kubernetes'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ibrahims.medium.com:
    Security Context — Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://iceburn.medium.com/jenkins-configuration-as-code-afd9031a42c9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033510.956026
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'iceburn.medium.com: Jenkins Configuration As Code'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering iceburn.medium.com:
    Jenkins Configuration As Code in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://iceburn.medium.com/kubernetes-resource-requests-and-resource-limits-99c549c5a439:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031537.802423
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'iceburn.medium.com: Kubernetes Resource Requests and Resource Limits'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering iceburn.medium.com:
    Kubernetes Resource Requests and Resource Limits in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ics.uci.edu/~pattis/ICS-33/lectures/complexitypython.txt:
  addition_method: manual
  last_checked: 1781736144.973302
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - python.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ics.uci.edu
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://id.atlassian.com/login?continue=https%3A%2F%2Fid.atlassian.com%2Fjoin%2Fuser-access%3Fresource%3Dari%253Acloud%253Aconfluence%253A%253Asite%252F9568dfdc-cfdd-4632-a68e-1e18063a3152%26continue%3Dhttps%253A%252F%252Fcockroachlabs.atlassian.net%252Fwiki%252Fspaces%252FCRDB%252Fpages%252F73204099%252FBors%252BMerge%252BBot&application=confluence&orgId=52a68357-cecf-4127-a5ec-32eeac8cf060
: description: ''
  year: '2021'
  stars: 3
  ai_summary: Analyses how CockroachDB scaled its automated integration pipelines
    by leveraging Bors. Highlights operational optimizations for orchestrating high-density
    database test suites across hundreds of distributed pull requests daily.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Automation Bots
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Example: CockroachDB''s Bors Merge Bot'
  addition_method: manual
  v2_locations:
  - git.md
? https://id.cloudbees.com/u/login/identifier?state=hKFo2SBoUmhWb3d4WEs0dkFkRGhTbnk0andSSjZMVFNJUzdOZ6Fur3VuaXZlcnNhbC1sb2dpbqN0aWTZIDB0NTY2d1FJaW9FTmxwNkFwNXFWbzNYajZfalZmelRjo2NpZNkgTXJPWHU5R0Y5NTAwT1NnWElTUkxEU0xsTU9UZ0JEd0Q
: addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.932245
  v1_locations:
  - docs/jenkins.md
https://ideas.ted.com/want-to-discover-or-re-discover-your-sense-of-purpose-at-work-heres-how:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This resource maps out psychological methods to find purpose and agency
    in professional settings. It offers developers actionable advice for aligning
    day-to-day coding sprints with broader architectural and social goals.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Developer Wellness
  - Purpose Alignment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ideas.ted.com: How to find your sense of purpose at work'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://ifuckinghatejira.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A satirical community-run portal expressing development team frustrations
    with overly complex Agile/Jira administrative overhead, emphasizing the need for
    streamlined development workflows.
  language: English
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Project Management
  - Agile Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ifuckinghatejira.com
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://igboie.medium.com/kubernetes-ci-cd-with-github-github-actions-and-argo-cd-36b88b6bda64:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031497.084039
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'igboie.medium.com: Kubernetes CI/CD with GitHub, GitHub Actions and Argo''
    CD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering igboie.medium.com:
    Kubernetes CI/CD with GitHub, GitHub Actions and Argo'' CD in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ignite.apache.org:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official home of Apache Ignite, a high-performance, horizontally-scalable,
    memory-centric distributed database and computation platform. Accelerates transactional
    microservices and analytical databases with key-value and SQL support.
  language: Java
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Databases
  - In-Memory
  - Distributed Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Apache Ignite
  addition_method: manual
  v2_locations:
  - databases.md
https://ikunalsingh.hashnode.dev/dynamic-operations-in-terraform-with-functions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030711.019728
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==ikunalsingh.hashnode.dev: Dynamic Operations in Terraform with Functions''
    - Use templatefile to dynamically generate a script=='
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==ikunalsingh.hashnode.dev:
    Dynamic Operations in Terraform with Functions'' - Use templatefile to dynamically
    generate a script== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://images.linoxide.com/ebook-kubernetes-essentials.pdf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029168.914947
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Kubernetes essentials E-book
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Kubernetes
    essentials E-book in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://imanishchaudhary.medium.com/secure-kubernetes-dashboards-with-sso-authentication-using-okta-oauth2-proxy-9e52189e9749:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029573.102686
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'imanishchaudhary.medium.com: Securing Kubernetes Dashboards: SSO Authentication''
    and RBAC Implementation with Okta and OAuth2 Proxy'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering imanishchaudhary.medium.com:
    Securing Kubernetes Dashboards: SSO Authentication'' and RBAC Implementation with
    Okta and OAuth2 Proxy in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://imoisharma.medium.com/how-leader-election-works-in-kubernetes-by-m-sharma-635d213b3fd1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032421.009199
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'imoisharma.medium.com: How Leader election works in Kubernetes— By M. Sharma'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering imoisharma.medium.com:
    How Leader election works in Kubernetes— By M. Sharma in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://imperialbiosciencereview.wordpress.com/2023/05/26/redefining-diagnostics-the-integration-of-machine-learning-in-medical-imaging-2
: description: ''
  year: '2023'
  stars: 3
  ai_summary: A comprehensive review of the algorithmic and pipeline mechanics behind
    machine learning integration in clinical imaging diagnostics. It covers key bottlenecks
    including image normalization, bounding-box annotations, model interpretability,
    and the challenge of adversarial attacks in clinical datasets. It serves as a
    great structural introduction to medical imaging ML architectures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Management
  - Healthcare Tech
  - AI Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'imperialbiosciencereview.wordpress.com: Redefining diagnostics: the integration
    of machine learning in medical imaging'
  addition_method: manual
  v2_locations:
  - customer.md
https://imsundeep8.medium.com/deploy-production-grade-kubernetes-cluster-using-kops-on-amazon-cloud-aws-abc79f46aa32:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032902.012192
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'imsundeep8.medium.com: Deploy Production-grade Kubernetes Cluster using''
    kOps on Amazon Cloud (AWS)'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering imsundeep8.medium.com:
    Deploy Production-grade Kubernetes Cluster using'' kOps on Amazon Cloud (AWS)
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://incepto-medical.com/en:
  addition_method: manual
  content_hash: 1167d6335c1f484a2151e78b551f41ad6cee301c9d6152282703d71c37d4d1fc
  health_score: 100.0
  last_checked: 1779032115.440773
  v1_locations:
  - docs/customer.md
https://inder-devops.medium.com/aks-networking-deep-dive-kubenet-vs-azure-cni-vs-azure-cni-overlay-a51709171ce9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032699.165768
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==inder-devops.medium.com: AKS Networking Deep Dive: Kubenet vs Azure-CNI''
    vs Azure-CNI (overlay)=='
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==inder-devops.medium.com:
    AKS Networking Deep Dive: Kubenet vs Azure-CNI'' vs Azure-CNI (overlay)== in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://inder-devops.medium.com/ci-cd-setup-in-just-5-mins-with-basic-yaml-configuration-95b8e894a110:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030708.330703
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==inder-devops.medium.com: CI/CD setup in just 5 mins with basic yaml configuration=='
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==inder-devops.medium.com:
    CI/CD setup in just 5 mins with basic yaml configuration== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://inder-devops.medium.com/its-time-to-migrate-your-container-runtime-kubernetes-1-24-is-coming-f0c0b6b9bb90:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033488.694909
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'inder-devops.medium.com: It’s Time to Migrate your Container Runtime, Kubernetes''
    1.24 is coming'
  v1_locations:
  - docs/kubernetes-releases.md
  v2_locations:
  - kubernetes-releases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering inder-devops.medium.com:
    It’s Time to Migrate your Container Runtime, Kubernetes'' 1.24 is coming in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://inder-devops.medium.com/kafka-best-practices-lessons-learned-by-inder-431dc5fafd3b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030846.448849
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'inder-devops.medium.com: Kafka- Best practices & Lessons Learned | By Inder'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering inder-devops.medium.com:
    Kafka- Best practices & Lessons Learned | By Inder in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://inder-devops.medium.com/on-premise-to-cloud-migration-mock-drills-using-istio-ea89aee5ea38:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033421.619332
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==inder-devops.medium.com: On-premise to cloud migration mock drills using'
    Istio== \U0001F31F"
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==inder-devops.medium.com:
    On-premise to cloud migration mock drills using' Istio== \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ine.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An extensive workflow guide demonstrating advanced Git version control
    configurations within Azure DevOps projects. Shows how to set up strict PR approval
    limits and automated checkouts.
  language: None
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - CI/CD Pipelines
  - Git Integration
  - Azure DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloudskills.io: Getting Started with Git and Azure DevOps: The Ultimate
    Guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - elearning.md
  - azure.md
https://info.acloud.guru/resources/azure-devops-vs-github-comparing-microsofts-devops-twins:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comparative analysis between Azure DevOps and GitHub Enterprise services.
    Details differences in licensing, security features, repository setups, and integrated
    pipeline structures.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - DevOps Platforms
  - Feature Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.acloud.guru: Azure DevOps VS GitHub: Comparing Microsoft''s DevOps
    Twins'
  addition_method: manual
  v2_locations:
  - azure.md
https://info.acloud.guru/resources/brazeal-how-your-org-predicts-your-ci/cd-pipeline:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031414.449301
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'acloud.guru: How youtr org predicts your CI/CD pipeline'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering acloud.guru:
    How youtr org predicts your CI/CD pipeline in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://info.acloud.guru/resources/deploy-kubernetes-app-with-azure-devops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030720.599603
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'info.acloud.guru: Deploying your first kubernetes app with Azure DevOps'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering info.acloud.guru:
    Deploying your first kubernetes app with Azure DevOps in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://info.acloud.guru/resources/deploying-kubernetes-with-gitops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030802.995985
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'info.acloud.guru: Adopting GitOps for Kubernetes on AWS'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering info.acloud.guru:
    Adopting GitOps for Kubernetes on AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://info.acloud.guru/resources/kubernetes-aws-cloud-scaling-hey:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031110.874204
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'info.acloud.guru: Scaling the hottest app in tech on AWS and Kubernetes'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering info.acloud.guru:
    Scaling the hottest app in tech on AWS and Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://info.crunchydata.com/blog/active-active-on-kubernetes:
  addition_method: manual
  content_hash: 84bef64b67d106a25fbea558d7293ef415b804707b5f3b20f508a2a8a4ec496d
  description: ''
  health_score: 100.0
  last_checked: 1779030394.494615
  stars: 0
  status: online
  title: 'crunchydata blog: Deploying Active-Active PostgreSQL on Kubernetes'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/an-easy-recipe-for-creating-a-postgresql-cluster-with-docker-swarm:
  addition_method: manual
  content_hash: 3495ed9023552ee0c168e82ffa8f572f9b38015d65db6fe11549c4553336679d
  description: ''
  health_score: 100.0
  last_checked: 1779032920.783735
  stars: 0
  status: online
  title: 'info.crunchydata.com: An Easy Recipe for Creating a PostgreSQL Cluster with''
    Docker Swarm'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/announcing-the-crunchy-data-developer-portal:
  addition_method: manual
  content_hash: 8460966b9ee582d9d7c74fae820ef27e1815b810d3ed5cd8d0992115172b5c23
  description: ''
  health_score: 100.0
  last_checked: 1779032173.596962
  stars: 0
  status: online
  title: Announcing the Crunchy Data Developer Portal
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/composite-primary-keys-postgresql-and-django:
  addition_method: manual
  content_hash: b03c950b46ad0afbbd1192950f01687e1464ea4d029d33506b4856b3c58311ae
  description: ''
  health_score: 100.0
  last_checked: 1779034084.873165
  stars: 0
  status: online
  title: 'info.crunchydata.com: Composite Primary Keys, PostgreSQL and Django'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/crunchy-postgres-kubernetes-operator-4.0:
  addition_method: manual
  content_hash: 761f5c11f5841707f77feffedf9e6271d61cd564ab0b8f03ec3a160e71ec530a
  description: ''
  health_score: 100.0
  last_checked: 1779032961.498428
  stars: 0
  status: online
  title: 'crunchydata blog: What''s New in Crunchy PostgreSQL Operator 4.0'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/crunchy-postgresql-operator-with-rook-ceph-storage:
  addition_method: manual
  content_hash: 7194b72aec1df2296055a2595e423d2b93f4708fa6bfc6b089fd4bdbac007748
  description: ''
  health_score: 100.0
  last_checked: 1779033002.406237
  stars: 0
  status: online
  title: 'info.crunchydata.com: Using the PostgreSQL Operator with Rook Ceph Storage'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/d-meta:
  addition_method: manual
  content_hash: c414022c133096a2344c462863251c460a898aabadbc9a4aeea0b1e0cf928cb2
  description: ''
  health_score: 100.0
  last_checked: 1779030739.662916
  stars: 0
  status: online
  title: 'info.crunchydata.com: Quickly Document Your Postgres Database Using psql''
    Meta-Commands'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/deploy-high-availability-postgresql-on-kubernetes:
  addition_method: manual
  content_hash: aa9601b7b6cc4af3ae9d557adf4df15e0d027d55aebc59f7baf656db4722d569
  description: ''
  health_score: 100.0
  last_checked: 1779030788.266291
  stars: 0
  status: online
  title: 'info.crunchydata.com: Deploy High-Availability PostgreSQL Clusters on Kubernetes''
    by Example'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/deploy-pgadmin4-with-postgresql-on-kubernetes:
  addition_method: manual
  content_hash: d46dac0b0cefa7e78e2290ecdb22d950034b7f46c61d58a9c01ecdab7ef43b5c
  description: ''
  health_score: 100.0
  last_checked: 1779030680.939183
  stars: 0
  status: online
  title: 'info.crunchydata.com: Deploy pgAdmin4 with PostgreSQL on Kubernetes'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/fast-csv-and-json-ingestion-in-postgresql-with-copy:
  addition_method: manual
  content_hash: 7ec5afc28a1fe85099b766364e13c0c360d0910070953d053acdaeebba92cd15
  description: ''
  health_score: 100.0
  last_checked: 1779033436.210188
  stars: 0
  status: online
  title: 'info.crunchydata.com: Fast CSV and JSON Ingestion in PostgreSQL with COPY'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/getting-started-with-postgresql-operator-4.3-in-openshift:
  addition_method: manual
  content_hash: 7f9e115589b11c42920a13ff685f5323a95c1dd1ebfa5ad73110effc323cd33d
  description: ''
  health_score: 100.0
  last_checked: 1779034110.071117
  stars: 0
  status: online
  title: 'info.crunchydata.com: Getting Started with PostgreSQL Operator 4.3 in OpenShift'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/gitops-postgres-kubernetes:
  addition_method: manual
  content_hash: 60b104088771141cb3b0315b408892f4693edf813a4bc6a00830a17faef195b4
  description: ''
  health_score: 100.0
  last_checked: 1779033789.023668
  stars: 0
  status: online
  title: "info.crunchydata.com: Using GitOps to Self-Manage Postgres in Kubernetes'
    \U0001F31F"
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/install-postgres-operator-kubernetes-on-gke-ansible:
  addition_method: manual
  content_hash: bb0464af476750d1cb6e5b5f26757947b00e3fbab9b69ae482a43ffa91a9687b
  description: ''
  health_score: 100.0
  last_checked: 1779031490.161693
  stars: 0
  status: online
  title: 'info.crunchydata.com: Deploying the PostgreSQL Operator on GKE'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/kubernetes-pod-tolerations-and-postgresql-deployment-strategies:
  addition_method: manual
  content_hash: baf33b882e766907f5e9b188bb9cf504f4f97f158db74cec5355733ebd415c81
  description: ''
  health_score: 100.0
  last_checked: 1779033615.44022
  stars: 0
  status: online
  title: 'info.crunchydata.com: Kubernetes Pod Tolerations and Postgres Deployment''
    Strategies'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/migrating-from-oracle-to-postgresql-questions-and-considerations:
  addition_method: manual
  content_hash: 6e6ec17364fef8abfa571b24ab0498307bde7cf603a5594057e57c0ee85fc60b
  description: ''
  health_score: 100.0
  last_checked: 1779033736.392936
  stars: 0
  status: online
  title: 'info.crunchydata.com: Migrating from Oracle to PostgreSQL: Tips and Tricks'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/monitoring-postgresql-clusters-in-kubernetes:
  addition_method: manual
  content_hash: 7f6ec9d149f7a3d11c248e3c53bf431a856928b7f5b3160b85a5b153a182f6d7
  description: ''
  health_score: 100.0
  last_checked: 1779032961.453295
  stars: 0
  status: online
  title: 'info.crunchydata.com: Monitoring PostgreSQL clusters in kubernetes'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/multi-kubernetes-cluster-postgresql-deployments:
  addition_method: manual
  content_hash: 3144488cb755c52229031d06800ae8f5461ffc5f54e9f4ca8d19bf177e28a199
  description: ''
  health_score: 100.0
  last_checked: 1779030588.131857
  stars: 0
  status: online
  title: 'info.crunchydata.com: Multi-Kubernetes Cluster PostgreSQL Deployments'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/pgbackrest-performing-backups-on-a-standby-cluster:
  addition_method: manual
  content_hash: 5ac334b23d9f21c1779707a1e97bf85c6633df3daa231edba5ba5a00e41c4ebc
  description: ''
  health_score: 100.0
  last_checked: 1779029226.123408
  stars: 0
  status: online
  title: 'info.crunchydata.com: pgBackRest - Performing Backups on a Standby Cluster'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/postgresql-change-data-capture-with-debezium:
  addition_method: manual
  content_hash: 18c45a406c5a0a4da22b56fa3f925f99045e7505da00019f587f67290a9fafdf
  description: ''
  health_score: 100.0
  last_checked: 1779030966.486165
  stars: 0
  status: online
  title: 'info.crunchydata.com: PostgreSQL Change Data Capture With Debezium'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://info.crunchydata.com/blog/postgresql-monitoring-for-application-developers-dba-stats:
  addition_method: manual
  content_hash: 5a6d7c88a9d99de5056d464753be67b00a5e31b62090c9b0b16ea5401433b27d
  description: ''
  health_score: 100.0
  last_checked: 1779031340.432743
  stars: 0
  status: online
  title: 'info.crunchydata.com: PostgreSQL Monitoring for Application Developers:''
    The DBA Fundamentals'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/schedule-postgresql-backups-and-retention-with-kubernetes:
  addition_method: manual
  content_hash: 692f58f59c959b2597af7cbe5d4c4db8a9c37062d89b1d5ecc58b85721df8b8d
  description: ''
  health_score: 100.0
  last_checked: 1779034152.868801
  stars: 0
  status: online
  title: 'info.crunchydata.com: Scheduled PostgreSQL Backups and Retention Policies''
    with Kubernetes'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/setup-ora2pg-for-oracle-to-postgres-migration:
  addition_method: manual
  content_hash: f1b2151fc0392dd6e559dd136eddb22f3be50171c2378d49bc7268d24425b41b
  description: ''
  health_score: 100.0
  last_checked: 1779032034.93096
  stars: 0
  status: online
  title: 'info.crunchydata.com: Setup ora2pg for Oracle to Postgres Migration'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/setup-postgresql-monitoring-in-kubernetes:
  addition_method: manual
  content_hash: 0ad72f5674ee2be654781a9a2e11791f8b3e0235cc7a4c4754e401b2baffbc3b
  description: ''
  health_score: 100.0
  last_checked: 1779030199.719016
  stars: 0
  status: online
  title: 'info.crunchydata.com: How to Setup PostgreSQL Monitoring in Kubernetes'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
? https://info.crunchydata.com/blog/synchronous-replication-in-the-postgresql-operator-for-kubernetes-guarding-against-transactions-loss
: addition_method: manual
  content_hash: bbede488c445aa79205eff1b185c3df21646a69146bc31506113d8b921325ef9
  description: ''
  health_score: 100.0
  last_checked: 1779031902.866468
  stars: 0
  status: online
  title: 'info.crunchydata.com: Guard Against Transaction Loss with PostgreSQL Synchronous''
    Replication'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/tuning-your-postgres-database-for-high-write-loads:
  addition_method: manual
  content_hash: 89edc7db722f4ef4fd28bdcf90bb04534e9a8964d1f51e3e02310d3813922b41
  description: ''
  health_score: 100.0
  last_checked: 1779033422.403015
  stars: 0
  status: online
  title: 'info.crunchydata.com: Tuning Your Postgres Database for High Write Loads'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/blog/using-postgres-to-back-prometheus-for-your-postgresql-monitoring-1:
  addition_method: manual
  content_hash: bb9a94dfe205d8b18a25e38b218b439476748771fbabb1f2c88ff0e177570452
  description: ''
  health_score: 100.0
  last_checked: 1779033479.979046
  stars: 0
  status: online
  title: 'info.crunchydata.com: Introducing the Postgres Prometheus Adapter'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.crunchydata.com/news/crunchy-postgresql-for-kuberenetes-4.3:
  addition_method: manual
  content_hash: 32e1b6d7dc1a2c55e3173fb1a6bccdb0df731bbbca37bcaadcfee4602e236305
  description: ''
  health_score: 100.0
  last_checked: 1779033243.980584
  stars: 0
  status: online
  title: 'info.crunchydata.com: Crunchy PostgreSQL for Kubernetes 4.3 Released'
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://info.microsoft.com/ww-landing-ai-made-simple.html:
  addition_method: automatic
  ai_summary: An enterprise resource kit from Microsoft Azure designed to simplify
    AI adoption. It offers on-demand virtual training sessions, practical business
    frameworks for testing and validating AI use cases, and deployment paths for integrating
    Azure OpenAI services into cloud architectures.
  category: azure
  complexity: Beginner
  content_hash: ea625f26cf97e69d3236b9808e3cec256e8710428516867349b597c7542c2b58
  description: Get practical AI fundamentals with on-demand access to Microsoft AI
    Virtual Training Days.
  hierarchy:
  - Public Cloud Solutions
  - Azure Cloud Platform
  - AI and ML Training
  is_microservice: false
  language: en
  last_checked: 1780352292.588452
  reputation_status: Vetted
  reputation_summary: Official Azure enterprise portal resource for organizations
    initiating practical AI and LLM test deployments.
  resource_type: tools
  social_preview_url: ' '
  source_provenance: X.com (Azure)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  - ENTERPRISE-STABLE
  title: AI Made Simple Resource Kit | Microsoft Azure
  year: '2026'
https://info.microsoft.com/ww-landing-the-road-to-azure-cost-governance-e-book.html:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Official Microsoft guide demonstrating how to build a corporate cost
    governance model. Explains how to integrate Microsoft Cost Management tools, align
    finance and IT departments, and set up clear internal billing methods.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Azure Optimization
  - Governance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'info.microsoft.com: The Road to Azure Cost Governance'
  addition_method: manual
  v2_locations:
  - finops.md
https://info.varnish-software.com/the-varnish-book:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The definitive technical documentation book for Varnish configurations.
    It provides advanced tutorials on VCL architecture, Edge Side Includes (ESI) structures,
    security rules, and performance analysis.
  language: English
  resource_type: Technical eBook
  complexity: Advanced
  hierarchy:
  - Data & Caching
  - Edge Caching
  - Varnish
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: The Varnish Book
  addition_method: manual
  v2_locations:
  - caching.md
https://infoq.com/news/2023/11/azure-well-architected-framework:
  addition_method: manual
  content_hash: 944ec6faae0446c8ade838a2dc3dbec0834aab6ddeca7461fd0ec8893ba1bcce
  description: ''
  health_score: 100.0
  last_checked: 1779029139.159153
  stars: 0
  status: online
  title: 'infoq.com: Microsoft Refreshes its Well-Architected Framework'
  v1_locations:
  - docs/azure.md
  year: N/A
https://infosecwriteups.com/attacking-and-securing-docker-containers-cc8c80f05b5b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032834.776587
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'infosecwriteups.com: Attacking and securing Docker containers'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering infosecwriteups.com:
    Attacking and securing Docker containers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://infosecwriteups.com/how-i-discovered-thousands-of-open-databases-on-aws-764729aa7f32:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031564.007364
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==infosecwriteups.com: How I Discovered Thousands of Open Databases on AWS=='
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==infosecwriteups.com:
    How I Discovered Thousands of Open Databases on AWS== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://infraxpertzz.com/deploying-custom-files-with-jinja2-template:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Demonstrates file manipulation techniques using the `template` module.
    Focuses on transforming standard templates into application parameters during
    environment deployments.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Templating
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "infraxpertzz.com: Deploying Custom Files with Jinja2 Template \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://infviz.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An innovative diagram platform tailored for parsing cloud systems and
    outputting highly stylized, lightweight layout maps. Focused on real-time dependency
    analysis and operational state monitoring.
  language: None
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Architecture & Visualization
  - Interactive Diagramming
  - Innovative
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: infviz.io
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://ingressbuilder.jetstack.io:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An interactive utility created by Jetstack that aids in generating syntactic-proof
    configurations for Kubernetes Ingress resources. Automates cert-manager annotations
    and rewrite-target generation, limiting YAML drafting errors.
  language: English
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Tooling
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "ingressbuilder.jetstack.io \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://inlets.dev/blog/2021/07/08/short-lived-clusters.html:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Addresses traffic ingress problems for temporary local clusters (kind,
    k3d). Demonstrates how to leverage Inlets as an encrypted websocket bridge to
    route traffic into isolated dev environments seamlessly.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Tunnels
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'inlets.dev: Fixing Ingress for short-lived local Kubernetes clusters'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://inlets.dev/blog/2022/06/24/fixing-kubectl-port-forward.html:
  description: ''
  addition_method: manual
  content_hash: 865ccc5f407bf5b8f4fc8c84b76c0eccd4608ae8bd9eadca1b666fc1a3cdd0b9
  health_score: 100.0
  last_checked: 1779034238.074519
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2022'
  ai_summary: Addresses stability issues inherent in standard kubectl port-forward
    operations. Explains how tunnels and reverse-proxy tools like Inlets provide developers
    with robust, persistent local connections.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Platform
  - Cluster Administration
  - Port Forwarding
  is_microservice: false
  title: 'inlets.dev: Fixing the Developer Experience of Kubernetes Port Forwarding'
https://inlets.dev/blog/2023/02/24/ingress-for-local-kubernetes-clusters.html:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Deconstructs architectures designed to route public traffic into nested
    enterprise VPN networks. Leverages secure tunnels to channel request paths from
    public exit nodes directly into localized development networks.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Tunnels
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'inlets.dev: How to Get Ingress for Private Kubernetes Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://innovation.ebayinc.com/stories/resiliency-and-disaster-recovery-with-kafka:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep operational case study detailing how eBay manages disaster recovery
    and maintains multi-region high availability across global Kafka clusters. Highlights
    mirroring tools, replication offsets, network routing strategies, and automated
    failover validation tests.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Disaster Recovery
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tech.ebayinc.com: Resiliency and Disaster Recovery with Kafka'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://insight-services-apac.github.io/2023/12/04/getting-started-bicep:
  addition_method: manual
  content_hash: e411469b07a7323b37fbf758ab307ca131bd4ec843ef2ca3dd99c8af5bd413c7
  description: ''
  health_score: 100.0
  last_checked: 1779033794.988915
  stars: 0
  status: online
  title: 'insight-services-apac.github.io: Getting Started with Bicep'
  v1_locations:
  - docs/azure.md
  year: N/A
https://insights.project-a.com/using-github-actions-to-deploy-to-kubernetes-122c653c0b09:
  addition_method: manual
  content_hash: be516ca276011e3d156c9483a59b21da3e5d185635fc5cead0a4f92bedb76750
  description: ''
  health_score: 100.0
  last_checked: 1779032587.073588
  stars: 0
  status: online
  title: "insights.project-a.com: Using GitHub Actions to deploy to Kubernetes in'
    GKE \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://insights.stackoverflow.com/survey:
  addition_method: manual
  content_hash: 5061b6e87d39f2a777437497cf0524bb538047fd55cf2d82e631a301d0eb2111
  description: ''
  health_score: 100.0
  last_checked: 1779033697.085258
  stars: 0
  title: Stack Overflow Annual Developer Survey
  v1_locations: []
  year: N/A
https://insights.stackoverflow.com/survey/2021:
  addition_method: manual
  content_hash: 7d3f7acffbd9d3f76ffcbdbe15e2da1c5f317be9727d85bc667daaf8ad05d1c5
  description: ''
  health_score: 100.0
  last_checked: 1779032184.798894
  stars: 0
  title: '2021'
  v1_locations: []
  year: N/A
https://inspektor.cloud/blog/evaluating-open-policy-agent-in-rust-using-wasm:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032055.293808
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'inspektor.cloud: Evaluating open policy agent in rust using wasm'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering inspektor.cloud:
    Evaluating open policy agent in rust using wasm in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://intellipaat.com/blog/ansible-vs-kubernetes-vs-docker:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Comparative breakdown defining the roles of Ansible, Docker, and Kubernetes
    in a modern platform ecosystem. Outlines physical setup layers, container virtualization,
    and orchestration scheduling.
  language: English
  resource_type: blog_post
  complexity: Beginner
  hierarchy:
  - Cloud Native & Orchestration
  - Foundations
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: Ansible vs Kubernetes vs Docker'
  addition_method: manual
  v2_locations:
  - ansible.md
https://intellipaat.com/blog/aws-vs-azure-vs-google-cloud:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A side-by-side technical comparison of services across AWS, Azure, and
    Google Cloud Platform. It charts corresponding compute, networking, database,
    and IAM paradigms. Live grounding proves its value as a rapid reference for architects
    translating infrastructure footprints between cloud providers.
  language: English
  resource_type: Guide/Reference
  complexity: Intermediate
  hierarchy:
  - Cloud Strategy
  - Hyperscalers
  - AWS-Azure-GCP comparison
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: AWS vs Azure vs Google – Detailed Cloud Comparison'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://intellipaat.com/blog/dbms-vs-rdbms-difference:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Contrasts the architectural and operational definitions between basic
    flat-file Database Management Systems (DBMS) and modern Relational Database Management
    Systems (RDBMS) implementing relational tables, schemas, and ACID transactions.
  language: English
  resource_type: Conceptual Guide
  complexity: Beginner
  hierarchy:
  - Database Architecture
  - Core Concepts
  - Database Taxonomy
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: Difference between DBMS and RDBMS'
  addition_method: manual
  v2_locations:
  - databases.md
https://intellipaat.com/blog/devops-monitoring-tools:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'A comparison review of the top 10 DevOps monitoring systems, including
    Prometheus, Nagios, Grafana, Datadog, and ELK Stack. Curator Insight: Broad overview
    of tool options. Live Grounding: Good entry-level comparison matrix for engineering
    managers planning initial tool stacks.'
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - DevOps
  - Observability
  - Tooling
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: Top 10 DevOps Monitoring Tools'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://intellipaat.com/blog/interview-question/amazon-aws-interview-questions:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Focuses on enterprise AWS technical interview expectations. Details
    cloud design patterns, identity structures (IAM), security boundary controls,
    load balancer strategies, and auto-scaling group definitions.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - AWS Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: Top Amazon AWS Interview Questions – Most Asked'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://intellipaat.com/blog/interview-question/devops-interview-questions:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A broad-spectrum reference manual for fundamental DevOps interview evaluations.
    Features technical breakdowns of virtualization, basic configuration pipelines,
    microservice deployment strategies, and monitoring solutions.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - DevOps & CI/CD
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: Top DevOps Interview Questions – Most Asked'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://intellipaat.com/blog/interview-question/git-interview-questions-answers:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Explores Git architecture and workflow interview standards. Details
    differences between merge and rebase commands, conflict resolution strategies,
    index states, and local commit tracking features.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Git & Version Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "intellipaat.com: Top Git Interview Questions And Answers \U0001F31F"
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://intellipaat.com/blog/interview-question/jenkins-interview-questions-answers:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Architectural and operational interview focus on Jenkins pipelines.
    Evaluates declarative versus scripted pipeline syntax, master-agent clustering
    strategies, backup patterns, and security policy configuration.
  language: Groovy
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD
  - Jenkins
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: Top Jenkins Interview Questions and Answers'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://intellipaat.com/blog/interview-question/kubernetes-interview-questions-answers:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Enterprise-aligned interview preparation exploring advanced container
    orchestration concepts. Includes Kubernetes cluster networking (CNI), persistent
    volumes (PV/PVC) lifecycles, and self-healing deployment topologies.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Container Orchestration
  - Kubernetes
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'intellipaat.com: Top Kubernetes Interview Questions and Answers'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://intellipaat.com/blog/interview-question/mysql-interview-questions:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Focuses on MySQL transactional optimizations and engineering details.
    Covers storage engines (InnoDB configurations), lock structures, indexing hierarchies,
    and query execution optimizations.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Database & SQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: Top Answers to MySQL Interview Questions'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://intellipaat.com/blog/nosql-vs-sql-what-is-better:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Comparative breakdown of relational databases against non-relational
    storage engines. Outlines key differentiators such as dynamic schema definitions,
    vertical vs horizontal scalability vectors, and CAP theorem profiles.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Data Architecture
  - Database Comparison
  - SQL vs NoSQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: NoSQL vs. SQL - Difference between SQL and NoSQL'
  addition_method: manual
  v2_locations:
  - nosql.md
https://intellipaat.com/blog/sql-vs-mysql-difference:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Differentiates SQL as a standardized, declarative structured query language
    from MySQL, a concrete, production-grade relational database management system
    implementation.
  language: English
  resource_type: Conceptual Guide
  complexity: Beginner
  hierarchy:
  - SQL
  - Core Concepts
  - Database Taxonomy
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: SQL vs MySQL - Key Differences Between SQL and MySQL'
  addition_method: manual
  v2_locations:
  - databases.md
https://intellipaat.com/blog/terraform-vs-ansible-difference:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Compares Terraform and Ansible, focusing on state management and typical
    use cases. Shows how Terraform specializes in declarative stateful cloud provisioning,
    while Ansible excels at stateless procedural host and configuration management.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "intellipaat.com: Terraform vs Ansible: Key Differences Between Terraform
    and Ansible \U0001F31F"
  addition_method: manual
  v2_locations:
  - iac.md
https://intellipaat.com/blog/tutorial/amazon-web-services-aws-tutorial/aws-cheat-sheet:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A foundational AWS architecture reference detailing core cloud offerings
    like EC2 instances, S3 storage buckets, and IAM policy permissions. It serves
    as a helpful baseline for developers building multi-tier, microservice-based cloud
    deployments.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Cloud Computing
  - AWS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "intellipaat.com: AWS Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://intellipaat.com/blog/tutorial/devops-tutorial/ansible-basic-cheat-sheet:
  description: ''
  year: '2025'
  stars: 3
  ai_summary: 'Curator Insight: Basic reference compiling syntax patterns for Ansible
    inventory files and variable declarations. Live Grounding: Simplifies early-stage
    host configurations, dynamic inventory grouping, and baseline connection parameters
    (SSH/WinRM) for rapid platform configuration.'
  language: English
  resource_type: DevOps Tutorial
  complexity: Beginner-Intermediate
  hierarchy:
  - Infrastructure
  - Configuration Management
  - Ansible
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: Ansible Basic Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://intellipaat.com/blog/tutorial/devops-tutorial/docker-cheat-sheet:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A DevOps educational reference tracking foundational Docker engine instructions.
    Maps container operational lifecycles, network architectures, and filesystem volume
    setups to simplify learner integration journeys.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Virtualization & Containers
  - Docker
  - CLI Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "intellipaat.com: Docker Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://intellipaat.com/blog/tutorial/devops-tutorial/git-cheat-sheet:
  description: ''
  year: '2025'
  stars: 3
  ai_summary: 'Curator Insight: DevOps-centric Git reference outlining the tool''s
    integration role in continuous integration pipelines. Live Grounding: Links Git
    hooks directly to automated testing and pre-commit framework compliance, validating
    source control configurations.'
  language: English
  resource_type: DevOps Tutorial
  complexity: Intermediate
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "intellipaat.com: GIT Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://intellipaat.com/blog/tutorial/devops-tutorial/git-tutorial:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A comprehensive tutorial on distributed version control concepts, branching
    mechanics, and stage isolation in Git. Links localized version control with downstream
    continuous integration and delivery loops within automated DevOps pipelines.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "intellipaat.com: Git Tutorial - Learn Git \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://intellipaat.com/blog/tutorial/devops-tutorial/jenkins-cheat-sheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An in-depth training reference detailing Jenkins installation, master-agent
    architecture, and security rules. Curator Insight notes its structural value.
    Live Grounding confirms its role in stabilizing legacy CI infrastructure setups.
  language: English
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Development
  - CI/CD Platforms
  - Jenkins
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "intellipaat.com: Jenkins Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://intellipaat.com/blog/tutorial/devops-tutorial/kubernetes-cheat-sheet:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: DevOps tutorial outlining essential kubectl operations and resource
    templates. Aimed at training cloud administrators for standard operational pipelines,
    troubleshooting, and microservice deployment mapping.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Training & Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "intellipaat.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://intellipaat.com/blog/tutorial/python-tutorial/python-cheat-sheet-basics:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A quick-reference guide tracking Python's basic features. Explores conditional
    statements, loop patterns, variable mappings, and foundational function implementations
    to quickly establish scripts.
  language: Python
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Languages
  - Python
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: Python Cheat Sheet Basics'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://intellipaat.com/blog/tutorial/rpa-tutorial/rpa-cheat-sheet:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An introductory synthesis of Robotic Process Automation (RPA) tools
    like UiPath and Blue Prism. Focuses on orchestrating digital processes, setting
    up API bridges, and designing bots for enterprise scale.
  language: English
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Enterprise Systems
  - Automation
  - RPA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: RPA Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://intellipaat.com/blog/tutorial/selenium-tutorial:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive training guide covering Selenium's operational APIs.
    Instructs on building maintainable testing frameworks, executing Grid-driven runs,
    and using element locators.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Test Automation
  - Web Testing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: Selenium Tutorial – Learn Selenium from Experts'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://intellipaat.com/blog/tutorial/selenium-tutorial/selenium-cheat-sheet:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An architectural and structural guide summarizing Selenium tools. Features
    comparisons of Selenium WebDriver, IDE, and Grid architectures, detailing remote
    parallel execution setups across enterprise systems.
  language: Java
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Quality
  - Testing Automation
  - Selenium
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: Selenium Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://intellipaat.com/blog/tutorial/sql-tutorial/sql-commands-cheat-sheet:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A foundational SQL index summarizing syntax patterns across major engines.
    Synthesizes basic statements with introductory query filters, making it a reliable
    reference for new database engineers.
  language: SQL
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Databases & Storage
  - Relational Databases
  - SQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'intellipaat.com: SQL Commands Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://intellipaat.com/blog/what-does-a-devops-engineer-do:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the daily responsibilities of a platform engineer. Outlines
    pipeline design, environment creation, cloud infrastructure management, and monitoring
    configurations needed to keep applications running smoothly.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps Methodology
  - Career Roadmap
  - Operational Roles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "intellipaat.com: What Does a DevOps Engineer Do? \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://intellipaat.com/blog/what-is-amazon-web-services-aws:
  description: ''
  addition_method: manual
  content_hash: 66aed94a7c3f1c71b7f84c165ab947bcc046e2b718428d9dc614a4fd4458d1cb
  health_score: 100.0
  last_checked: 1779029628.534462
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: An introductory guide mapping AWS fundamentals, key global infrastructure
    concepts, and core service offerings (compute, database, and storage abstractions)
    tailored for engineering personnel initiating cloud transitions.
  language: N/A
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: 'intellipaat.com: What is AWS?'
https://intellipaat.com/blog/what-is-penetration-testing:
  description: ''
  addition_method: manual
  content_hash: 0a85a28c2130775a41bb970dabdcbec9bbfa530246f74c74beafcac3a0601643
  health_score: 100.0
  last_checked: 1779029509.519327
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: This resource is an introductory educational article outlining the core
    principles, methodologies, and phases of penetration testing. It serves as a foundational
    guide for engineers transitioning into security-conscious infrastructure architectures.
  language: English
  resource_type: Educational Article
  complexity: Beginner
  hierarchy:
  - Security & Hardening
  - Educational Material
  - Penetration Testing
  is_microservice: false
  title: 'intellipaat.com: What is Penetration Testing?'
https://intellipaat.com/mediaFiles/2019/03/docker-cheat-sheet.pdf:
  addition_method: manual
  content_hash: c63d4aec4326e9c75db4dbedfdfe90745d9d24c3461a85a6018ff025b5081033
  health_score: 100.0
  last_checked: 1779029067.87112
  v1_locations:
  - docs/cheatsheets.md
https://intezer.com/blog/new-attacks-on-kubernetes-via-misconfigured-argo-workflows:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical threat report detailing real-world security incidents
    caused by unauthenticated dashboard exposure on Argo Workflows instances. It explains
    how malicious actors exploit these misconfigured orchestrators to perform cryptocurrency
    mining. This case study highlights the importance of enforcing rigorous network
    segregation on all management layers.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerabilities
  - Argo Workflows Misconfigurations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'intezer.com: New Attacks on Kubernetes via Misconfigured Argo Workflows'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://intezer.com/blog/research/new-attacks-on-kubernetes-via-misconfigured-argo-workflows:
  addition_method: manual
  content_hash: d4b83ee3cc43adf7486e3a2e3532a8c6507c5cbb5e2ba0e13fedb719f6c80fad
  health_score: 64.0
  last_checked: 1779130495.011968
  v1_locations:
  - docs/devsecops.md
https://inthecloud.withgoogle.com/free-training-21/register.html:
  addition_method: manual
  content_hash: e6a9b8d71cf67d8617b3fdd28c742b1b9f72f2f4b471930116d027760a393b09
  description: ''
  health_score: 100.0
  last_checked: 1779030132.877066
  stars: 0
  title: Google Cloud Skills Boost
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://io.google/2026:
  addition_method: automatic
  ai_summary: '**Curator Insight:** The central architectural index for Google''s
    cloud, mobile, and machine learning developer tooling, establishing the technological
    baseline for the 2026 software ecosystem.

    **Live Grounding:** The official normalized portal for Google I/O 2026 acts as
    a launchpad for deep-dive resources on Gemini 2.5/3.0, Android 17, and next-gen
    Chrome DevTools.

    *   **Core Technical Impact:** Outlines shifts in edge computing architectures,
    containerized micro-runtime capabilities, and declarative web platforms.

    *   **Architectural Value:** Essential for engineering leaders aligning platform
    roadmaps with emerging web standards and cloud-native services.'
  category: uncategorized
  complexity: beginner
  content_hash: 158b9a7b27c4066cab6cbb3c81706acf5466f46665e6fd16b881360c734abadc
  description: The official landing hub for Google I/O 2026, offering keynotes, product
    releases, technical documentation links, and on-demand video sessions for global
    developers.
  hierarchy:
  - Cloud Ecosystems
  - Google Cloud
  - Google I/O Conferences
  is_microservice: false
  language: en
  last_checked: 1780352272.994159
  reputation_status: Vetted
  reputation_summary: Highly vetted. The definitive web presence for Google's largest
    developer event of the year.
  resource_type: site
  social_preview_url: https://io.google/2026/assets/images/io26-og-image.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - ENTERPRISE-STABLE
  - GUIDE
  title: Google I/O 2026
  year: '2026'
https://iongion.github.io/podman-desktop-companion:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines an early community-driven Electron GUI companion built to manage
    Podman containers and networks visually. Live grounding notes that this community
    initiative has largely been succeeded by the official, enterprise-stable Podman
    Desktop application developed by Red Hat.
  language: TypeScript
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Graphical User Interfaces
  - Podman Desktop Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "iongion.github.io: Podman Desktop Companion \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://iopshub.medium.com/terraform-best-practices-everyone-should-know-a7c76ba9f085:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033084.334338
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'iopshub.medium.com: Terraform Best Practices Everyone Should Know'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering iopshub.medium.com:
    Terraform Best Practices Everyone Should Know in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://iot-analytics.com/iot-cloud:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An in-depth IoT Analytics report mapping the differences in IoT architectures,
    ingestion protocols, and message-broker setups across AWS, Azure, and Google Cloud.
    Live grounding highlights the strategic exit of GCP IoT Core, which shifted the
    enterprise IoT landscape heavily toward Azure IoT Hub and AWS IoT.
  language: English
  resource_type: Case Study/Analysis
  complexity: Advanced
  hierarchy:
  - Cloud Strategy
  - Internet of Things
  - IoT Cloud Platforms
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'iot-analytics.com: The IoT cloud: Microsoft Azure vs. AWS vs. Google Cloud'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://irfanyusanif.medium.com/how-to-communicate-between-microservices-7956ed68a99a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032832.894586
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'irfanyusanif.medium.com: Best practices to communicate between microservices'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering irfanyusanif.medium.com:
    Best practices to communicate between microservices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ishantgaurav.in/2021/06/22/complete-application-deployment-using-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030503.384531
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ishantgaurav.in: Complete Application Deployment using Kubernetes'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ishantgaurav.in:
    Complete Application Deployment using Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ishantgaurav.in/2021/07/18/kubernetes-sidecar-container-pattern:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032036.565121
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ishantgaurav.in: Kubernetes – Sidecar Container Pattern'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ishantgaurav.in:
    Kubernetes – Sidecar Container Pattern in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ismiletechnologies.com/en_us/devsecops/secure-devops-kit-azureazsk:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: An analysis of the Secure DevOps Kit for Azure, detailing its six key
    focus areas including subscription security, continuous assurance, and alerting.
    It provides a functional roadmap for integrating compliance checks into DevOps
    pipelines. It serves as a great introductory guide to understanding pre-cloud-native
    security assurance techniques.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - DevSecOps & Platform Engineering
  - Infrastructure Security
  - AzSK Assessment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ismiletechnologies.com: Secure DevOps Kit For Azure(AzSK)'
  addition_method: manual
  v2_locations:
  - azure.md
https://isoflow.io:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: An emerging design canvas specialized in creating beautiful 3D isometric
    network and system architecture layouts. Ideal for producing high-fidelity structural
    graphics for engineering specifications.
  language: TypeScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Visualization
  - 3D Isometric
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: Isoflow
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://isovalent.com/blog/post/2021-11-container-escape:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth case study of container escape tactics and real-time detection
    utilizing eBPF and Cilium. It highlights limits of traditional syscall auditing,
    showcasing how kernel-level hooks identify privilege escalation without agent-induced
    overhead. Live Grounding points to eBPF-based security as the modern baseline
    for runtime security orchestration.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Runtime Security
  - eBPF & Cilium
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'isovalent.com: Detecting a Container Escape with Cilium and eBPF'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://isovalent.com/blog/post/azure-cni-cilium:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Isovalent's technical summary showcasing Azure CNI powered by Cilium
    integration. This architecture combines Azure's high-performance native routing
    fabrics with the advanced, secure eBPF-driven networking layer of Cilium. Represents
    the modern standard for fast AKS networking in 2026.
  language: Markdown
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking & CNI
  - Azure CNI Cilium
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'isovalent.com: Announcing Azure CNI Powered by Cilium'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://isovalent.com/blog/post/what-are-the-4-golden-signals-for-monitoring-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the implementation of Google's 'Four Golden Signals' within
    Kubernetes, highlighting how eBPF-powered tools like Cilium provide transparent
    application level metrics (latency, traffic, errors, saturation) without relying
    on traditional sidecar architectures.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Modern Observability & Service Mesh
  - Reliability Engineering
  - eBPF-Based Telemetry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'isovalent.com: What are the 4 Golden Signals for Monitoring Kubernetes?'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://isprox.com/16-estilos-liderazgo-cual-es-mas-efectivo:
  addition_method: manual
  content_hash: 3ff80c5eec8325ad0676446d5df37b5d77af27a71febd6c73aac11585126c1fb
  description: ''
  health_score: 100.0
  last_checked: 1779030714.410069
  stars: 0
  status: online
  title: 'isprox.com: 16 Estilos de liderazgo: ¿cuál es más efectivo?'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://isprox.com/es/16-estilos-liderazgo-cual-es-mas-efectivo:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates 16 distinct leadership models, contrasting authoritative and
    laissez-faire approaches with agile-friendly, situational, and servant leadership
    styles. Helps engineering directors choose a style matching their team's level
    of maturity.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Management
  - Leadership
  - Organizational Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'isprox.com: 16 Estilos de liderazgo: ¿cuál es más efectivo?'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://istio.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Home of the de facto standard open-source service mesh. Implements a
    uniform plane for managing, securing, and routing microservices traffic across
    hybrid cloud container clusters.
  language: English
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Service Mesh
  - Networking
  - Traffic Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Istio.io
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - istio.md
https://istio.io/blog/2020/tradewinds-2020:
  addition_method: manual
  content_hash: 3de46fd0ea0aa3c429801bdfdd5630c2b2c5f87c9c44ecb9cde09b5162a82f6a
  description: ''
  health_score: 100.0
  last_checked: 1779034569.192516
  stars: 0
  status: online
  title: 'The Istio project just consolidated its control plane services: Pilot, Citadel,''
    Galley, and the sidecar injector, into a single binary, __Istiod__'
  v1_locations:
  - docs/istio.md
  year: N/A
https://istio.io/latest/blog/2020/tradewinds-2020:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Architectural milestone document explaining the consolidation of Pilot,
    Citadel, Galley, and Sidecar Injector into the unified 'Istiod' control plane.
    Significantly improved operator UX and runtime resource efficiency.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Service Mesh
  - Architecture
  - Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'The Istio project just consolidated its control plane services: Pilot, Citadel,
    Galley, and the sidecar injector, into a single binary, __Istiod__'
  addition_method: manual
  v2_locations:
  - istio.md
https://istio.io/latest/blog/2021/external-locality-failover:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official technical documentation covering how to configure high-availability
    failover for services running outside the immediate mesh. Utilizes ServiceEntry,
    DestinationRule, and VirtualService configurations to coordinate multi-region
    and external egress redundancy.
  language: English
  resource_type: Documentation
  complexity: High
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Resilience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'istio.io: Configuring failover for external services'
  addition_method: manual
  v2_locations:
  - istio.md
https://istio.io/latest/blog/2022/introducing-ambient-mesh:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Introduces Istio Ambient Mesh, an innovative sidecar-less service mesh
    architecture. Splits proxy responsibilities into a node-level shared zero-trust
    secure overlay (ztunnel) and optional Layer 7 waypoint proxies to reduce resource
    utilization.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'istio.io: Introducing Ambient Mesh'
  addition_method: manual
  v2_locations:
  - istio.md
https://istio.io/latest/blog/2022/merbridge:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents Merbridge, an open-source tool that leverages eBPF to bypass
    the traditional iptables overhead in Istio environments. By routing data directly
    between sockets, Merbridge significantly reduces network latency and control plane
    CPU usage.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'istio.io: Merbridge - Accelerate your mesh with eBPF'
  addition_method: manual
  v2_locations:
  - istio.md
https://istio.io/latest/docs/examples/microservices-istio:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Official tutorial illustrating how to orchestrate multi-language microservices
    inside Kubernetes using Istio to handle service discovery, fault injection, and
    dynamic traffic routing.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Service Mesh
  - Microservices Design
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "istio.io: Learn Microservices using Kubernetes and Istio \U0001F31F"
  addition_method: manual
  v2_locations:
  - istio.md
https://istiobyexample.dev:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781430302.526507
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: '2024'
  status: online
  ai_summary: An exemplary repository of practical, real-world Istio deployment configurations.
    Provides direct templates for traffic routing, rate limiting, and mTLS security
    configurations, serving as an indispensable resource for platform teams building
    service mesh architectures.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Service Mesh
  - Istio Examples
  is_microservice: true
  title: "istiobyexample.dev \U0001F31F"
https://istiobyexample.dev/fault-injection:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032716.144599
  stars: 0
  title: 'istiobyexample.dev: Fault Injection'
  v1_locations:
  - docs/istio.md
  year: N/A
https://it.slashdot.org/story/21/05/22/041242/and-the-top-source-of-critical-security-threats-ispowershell:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This reporting explores how PowerShell is frequently leveraged as a
    major vector for executing post-exploitation activities and malicious scripts.
    It discusses the importance of securing scripting environments and restricting
    user privilege levels. It highlights strategies for monitoring and auditing shell
    executions.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Threat Detection
  - OS Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'it.slashdot.org: And the Top Source of Critical Security Threats Is...PowerShell'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://iter8.tools:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: A Kubernetes-native release validation and progressive delivery tool.
    Iter8 enables automated canary testing, A/B testing, and SLO evaluation. It coordinates
    traffic shifting using Service Meshes or Gateways, evaluating metrics from Prometheus
    and metrics-server to automate rollbacks or promote stable microservice builds.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Progressive Delivery
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Iter8
  addition_method: manual
  v2_locations:
  - sre.md
  - performance-testing-with-jenkins-and-jmeter.md
https://itnext.io/12-factor-microservice-applications-on-kubernetes-db913008b018:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A deep dive into implementing the complete 12-Factor framework within
    Kubernetes. Highlights strict environmental isolation, declarative deployment
    processes, and scaling microservices with pod replicas.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: 12 factor Microservice applications — on Kubernetes'
  addition_method: manual
  v2_locations:
  - introduction.md
https://itnext.io/3-reasons-to-choose-a-wide-cluster-over-multi-cluster-with-kubernetes-c923fecf4644:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents core technical rationales supporting single wide clusters instead
    of segmented multi-cluster footprints. Highlights simplified deployment setups,
    decreased licensing/overhead expenses, and streamlined internal networking models.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cluster Architecture
  - Multi-Cluster
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: 3 Reasons to Choose a Wide Cluster over Multi-Cluster with Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/4-container-design-patterns-for-kubernetes-a8593028b4cd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses key container design patterns within Kubernetes pods, highlighting
    sidecars, adapters, and ambient patterns. It details how sidecar containers decouple
    infrastructure utilities (such as logging and service mesh proxies) from main
    application runtimes.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes
  - Container Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: 4 Design Patterns for Containers in Kubernetes | Daniele Polencic
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://itnext.io/5-advanced-kubernetes-operators-every-devops-engineer-should-know-about-ab46bdc1c7d5:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An industry report outlining five crucial operators that streamline
    infrastructure orchestration. Analyzes the design benefits of using specialized
    controllers to handle stateful, complex operations on storage, observability,
    and networking workloads.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Extensibility & Development
  - Controller Architecture
  - Guides & Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: 5 Advanced Kubernetes Operators Every DevOps Engineer Should
    Know About \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://itnext.io/6-kubectl-plugins-you-must-try-1411dcbcf950:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A curated blog post demonstrating six high-utility kubectl plugins for
    cluster maintenance. Focuses on extensions for resource querying, troubleshooting,
    and namespace transitions that significantly ease the day-to-day administrative
    burdens of DevOps practitioners.
  language: None
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Operations
  - Command Line Tools
  - Recommended Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: 6 kubectl plugins you must try'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/a-minimalist-guide-to-grpc-e4d556293422:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A practical, minimalist guide to gRPC. Explains how to author a basic
    `.proto` file, run the protocol compiler to output language-specific stubs, and
    build functional RPC client-server architectures.
  language: Agnostic
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - RPC
  - gRPC
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'itnext.io: A minimalist guide to gRPC'
  addition_method: manual
  v2_locations:
  - api.md
https://itnext.io/a-practical-guide-for-linkerd-authorization-policies-6cfdb50392e9:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Practical guide to configuring Linkerd's Server and ServerAuthorization
    security resources. Outlines methods for enforcing strict pod-level access limits
    and restricting specific service routes and methods.
  language: Rust
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Linkerd
  - Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'itnext.io: A Practical Guide for Linkerd Authorization Policies'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://itnext.io/accelerate-development-with-jenkins-pipelines-and-continuous-integration-9a6c7857ccd2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Analyzes how standardized declarative pipelines accelerate team delivery
    times, reduce errors, and foster internal developer platforms. *Curator Insight*:
    Scaling delivery loops. *Live Grounding*: Explores how automated templates reduce
    engineering friction.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Foundations
  - Automation Philosophy
  - Velocity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Accelerate Development with Jenkins Pipelines and Continuous
    Integration'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://itnext.io/adding-master-nodes-to-achieve-ha-one-of-the-best-practices-for-using-kubekey-6207e94b0bdd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Highlights the deployment patterns needed to scale control-plane nodes
    from single instances to high-availability multi-master architectures using KubeKey.
    It covers load-balancer integrations, internal ETCD cluster configurations, and
    control-plane state replication. (Live Grounding: Provides practical blueprints
    for production-grade self-managed control plane environments).'
  language: YAML
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native Infrastructure
  - Cluster Provisioning
  - High Availability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Adding Master Nodes to Achieve HA: One of the Best Practices
    for Using KubeKey'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://itnext.io/adding-security-layers-to-your-app-on-openshift-part-1-deployment-and-tls-ingress-9ef752835599:
  description: '### How is OpenShift Container Platform Secured?'
  year: '2019'
  stars: 0
  ai_summary: Step-by-step tutorial addressing TLS edge termination and ingress security
    on Red Hat OpenShift. Demonstrates path-based routing configurations, SSL/TLS
    certificate integration, and header manipulation rules to secure microservices
    from perimeter ingress points.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes & OpenShift
  - Security
  - Ingress
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: Adding security layers to your App on OpenShift — Part 1: Deployment
    and TLS Ingress \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift.md
https://itnext.io/aks-performance-limit-ranges-8e18cbebe351:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on utilizing Kubernetes LimitRanges inside AKS to enforce resource
    quotas on CPU and memory usage. Explains how implementing default limits mitigates
    raw 'noisy neighbor' resource starvation. This is a foundational practice for
    sustaining stability in multi-tenant environments.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Performance & Scale
  - Resource Management
  - LimitRanges
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: AKS Performance: Limit Ranges'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://itnext.io/ansible-and-jenkins-automate-your-scritps-8dff99ef653:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the architectural integration of Ansible with Jenkins automation
    pipelines. By utilizing the Jenkins Ansible Plugin, it demonstrates how to leverage
    Jenkins for orchestration, scheduling, and secret management while offloading
    configuration deployment tasks to Ansible playbooks.
  language: Groovy
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Jenkins
  - Ansible Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Ansible and Jenkins — automate your scritps \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
  - ansible.md
https://itnext.io/anthos-multi-cluster-management-aa6f2c03120d:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Investigates the operational mechanics of Anthos multi-cluster registration,
    hub-and-spoke configuration, and telemetry collection. Shows how operators can
    deploy, manage, and monitor unified GKE environments spanning physical data centers
    and hyperscalers.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Hybrid & Multi-Cloud
  - Anthos
  - Multi-Cluster
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Anthos — Multi-cluster Management'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://itnext.io/architecting-kubernetes-clusters-choosing-a-cluster-size-92f6feaa2908:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates control plane limits when scaling out node counts. Offers
    architectural guidance on managing etcd latency, sizing API servers, and planning
    node-pool capacities for high-throughput container platforms.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cluster Architecture
  - Sizing
  - Worker Nodes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Architecting Kubernetes clusters — choosing a cluster size'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/architecting-kubernetes-clusters-choosing-a-worker-node-size-b3729cc0c78f:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides a practical framework for selecting compute instance sizes
    based on workload behavior. Compares reliability, failure-domain risk mitigation,
    container scheduling performance, and OS resources limits.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cluster Architecture
  - Sizing
  - Worker Nodes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Architecting Kubernetes clusters — choosing a worker node size'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/argocd-secret-management-with-argocd-vault-plugin-539f104aff05:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses securing GitOps workflows by integrating HashiCorp Vault with
    Argo CD through the argocd-vault-plugin. Details how to avoid committing plain-text
    secrets to Git by dynamically injecting secrets during manifest generation.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Secret Management
  - Argo CD Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Solving ArgoCD Secret Management with the argocd-vault-plugin
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://itnext.io/argocd-users-access-and-rbac-ddf9f8b51bad:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Details the configuration of user management, local accounts, and role-based
    access control (RBAC) in ArgoCD. Guides platform engineers through restricting
    access to specific applications, projects, or clusters using fine-grained policies.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - ArgoCD
  - Security & Compliance
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: ArgoCD: users, access, and RBAC'
  addition_method: manual
  v2_locations:
  - argo.md
https://itnext.io/automating-system-updates-for-kubernetes-clusters-using-ansible-94a70f4e1972:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical guide detailing the orchestration of OS-level patch management
    across Kubernetes worker and control-plane nodes using Ansible playbooks. It presents
    safe operational practices, including automated draining and unscheduling of nodes
    prior to updates, followed by post-update validation and uncordoning. It minimizes
    workload disruptions through structured, serial host rolling-reboots.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Automation
  - Configuration Management
  - Ansible
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Automating System Updates for Kubernetes Clusters using Ansible'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/autoscaling-ingress-controllers-in-kubernetes-c64b47088485:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operations guide detailing strategies for scaling ingress controllers
    automatically using Horizontal Pod Autoscalers (HPA) and Prometheus-sourced custom
    traffic metrics.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Autoscaling Ingress Controllers in  Kubernetes (Daniele Polencic)'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://itnext.io/aws-cdk-for-eks-handling-helm-charts-aa002afedde4:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight provides architectural guidelines on embedding Helm
    releases directly inside CDK-managed Amazon EKS clusters. Live Grounding validates
    this approach for combining platform-level AWS IaC with Kubernetes-native package
    management, streamlining cluster provisioning pipelines.
  language: TypeScript
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - AWS CDK
  - EKS & Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: AWS CDK for EKS — Handling Helm Charts'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://itnext.io/aws-elastic-kubernetes-service-rbac-authorization-via-aws-iam-and-rbac-groups-7b70ded144b5:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Deep technical review of orchestrating native Kubernetes Role-Based
    Access Control (RBAC) securely mapped to AWS IAM roles. Details operational best
    practices for mapping IAM identities into the aws-auth ConfigMap or using EKS
    Access Entries.
  language: N/A
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Security & Hardening
  - RBAC Mapping
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: AWS Elastic Kubernetes Service: RBAC Authorization via AWS IAM
    and RBAC Groups'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://itnext.io/backup-and-restore-of-kubernetes-stateful-application-data-with-csi-volume-snapshots-14ce9e6f3778:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Deals with the practical deployment patterns for volume snapshot controllers
    inside high-density Kubernetes setups. Provides instructions for mapping persistent
    storage instances to multi-cloud topologies.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Protection
  - CSI Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Backup and Restore of Kubernetes Stateful Application Data with
    CSI Volume Snapshots'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://itnext.io/benchmark-results-of-kubernetes-network-plugins-cni-over-10gbit-s-network-updated-august-2020-6e1b757b9e49:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep architectural performance analysis measuring major Kubernetes
    Container Network Interface (CNI) plugins over a dedicated 10Gbit/s network interface.
    It systematically contrasts network latency, throughput, and CPU utilization overhead
    across options like Calico, Cilium, Flannel, and Weave. The study details how
    overlay encapsulation methods (VXLAN/Geneve) introduce significant processing
    taxes compared to native BGP/host-gw direct routing topologies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - CNI
  - Benchmarks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Benchmark results of Kubernetes network plugins (CNI) over 10Gbit/s
    network (Updated: August 2020)'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://itnext.io/boosting-your-kubectl-productivity-b348f7c25712:
  description: ''
  addition_method: manual
  content_hash: 0d5d52e1facecb8b3df1eeb2b14581054665f9bc0fe92931974fd29ab4754eb0
  health_score: 100.0
  last_checked: 1779032571.508386
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2020'
  ai_summary: Compiles productivity enhancements and aliases for kubectl command routines.
    Addresses custom terminal variables, prompt customizations, and configurations
    aimed at easing day-to-day cluster tasks.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Platform
  - Cluster Administration
  - Kubectl Productivity
  is_microservice: false
  title: 'itnext.io: Boosting your kubectl productivity'
https://itnext.io/breaking-down-and-fixing-etcd-cluster-d81e35b9260d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033784.717865
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'itnext.io: Breaking down and fixing etcd cluster'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering itnext.io:
    Breaking down and fixing etcd cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://itnext.io/breaking-down-and-fixing-kubernetes-4df2f22f87c3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031807.80803
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'itnext.io: Breaking down and fixing Kubernetes'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering itnext.io:
    Breaking down and fixing Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://itnext.io/build-a-lightweight-internal-developer-platform-with-argo-cd-and-kubernetes-labels-4c0e52c6c0f4:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Demonstrates how to design a lightweight, self-service Internal Developer
    Platform (IDP) by leveraging Kubernetes metadata labels, admission webhooks, and
    ArgoCD's API to dynamically generate applications.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - ArgoCD
  - Internal Developer Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'itnext.io: Build a Lightweight Internal Developer Platform with Argo CD
    and Kubernetes Labels'
  addition_method: manual
  v2_locations:
  - argo.md
https://itnext.io/build-an-eks-cluster-with-terraform-d35db8005963:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A pragmatic tutorial outlining step-by-step EKS bootstrapping using
    Terraform. It provides direct, production-tested patterns for building secure
    VPCs, cluster control planes, and baseline IAM policies.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "itnext.io: Build EKS cluster with Terraform \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://itnext.io/build-ship-github-container-registry-kubernetes-aa06029b3f21:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep technical walkthrough demonstrating CI/CD container assembly, pushing
    artifacts to GitHub Container Registry (GHCR), and orchestration within live Kubernetes
    endpoints.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Container Management
  - GitHub Container Registry
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Build & Ship: GitHub Container Registry & Kubernetes'
  addition_method: manual
  v2_locations:
  - git.md
https://itnext.io/building-and-deploying-a-weather-web-application-onto-kubernetes-red-hat-openshift-using-eclipse-62bf7c924be4:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores compiling and deploying Java-based web workloads to OpenShift
    clusters via Eclipse JKube. Demonstrates zero-configuration manifest generation
    and automated containerization workflows.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Java on Kubernetes
  - Eclipse JKube Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Building and Deploying a Weather Web Application onto Kubernetes/Red Hat
    OpenShift using Eclipse JKube
  addition_method: manual
  v2_locations:
  - demos.md
https://itnext.io/building-docker-images-the-proper-way-3c9807524582:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A highly pragmatic engineering guide explaining strict layer composition.
    Emphasizes ordering Dockerfile commands properly to exploit engine build-caching
    mechanics.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Build Optimization
  - Dockerfiles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Building Docker Images The Proper Way \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://itnext.io/building-ml-componentes-on-kubernetes-fc7e24cb9269:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A deep dive into structuring modular machine learning pipeline components
    inside a Kubernetes cluster. Focuses on orchestrating stateless compute workloads,
    defining clear volume interfaces, and managing persistent training artifacts.
    Highly relevant for architects planning custom infrastructure abstractions over
    vanilla K8s primitives.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - MLOps
  - Kubernetes
  - Component Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Building ML Componentes on Kubernetes'
  addition_method: manual
  v2_locations:
  - mlops.md
https://itnext.io/ckad-scenarios-about-ingress-and-networkpolicy-155ce958c9ce:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical collection of task-oriented scenarios specifically curated
    for Certified Kubernetes Application Developer (CKAD) candidates. Focuses on isolating
    resources using egress policies and routing incoming traffic via Ingress resources.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Networking
  - Certification
  - CKAD
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: CKAD Scenarios about Ingress and NetworkPolicy'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://itnext.io/cks-exam-series-9-rbac-v2-23ee24dd77cd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive into Role-Based Access Control (RBAC) configurations as
    tested on the Certified Kubernetes Security Specialist (CKS) exam. Covers building
    precise ClusterRoles, auditing authorization logs, and locking down service account
    privileges.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Access Control
  - RBAC Configurations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: CKS Exam Series #9 RBAC v2'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/cloud-native-ci-cd-with-tekton-building-custom-tasks-663e63c1f4fb:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Deeply analyzes how to build Custom Tasks in Tekton, extending the core
    execution engine beyond standard containerized steps. Explains utilizing Custom
    Run resource types to integrate external services (like triggering a serverless
    cloud function or waiting for manual approval) directly into native pipeline lifecycles.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Continuous Integration & Delivery
  - Cloud Native CI-CD
  - Custom Extensions
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'itnext.io: Cloud Native CI/CD with Tekton — Building Custom Tasks'
  addition_method: manual
  v2_locations:
  - tekton.md
https://itnext.io/configuring-kafka-sources-and-sinks-in-kubernetes-271e3757b208:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operational guide focusing on declarative source and sink bindings
    within Kubernetes using Knative Eventing components. Demonstrates how to write
    custom resources (CRDs) to map Kafka topics directly to serverless HTTP endpoints
    without writing broker plumbing.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Native Serverless
  - Knative
  - Eventing Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Configuring Kafka Sources and Sinks declaratively in Kubernetes
    using Knative'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://itnext.io/configuring-routing-for-metallb-in-l2-mode-7ea26e19219e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031431.1357
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'itnext.io: Configuring routing for MetalLB in L2 mode'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering itnext.io:
    Configuring routing for MetalLB in L2 mode in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://itnext.io/connect-to-containers-using-kubectl-exec-b1fb5c171f03:
  description: ''
  addition_method: manual
  content_hash: 54df0882a202e0bb77610d715a01ab05c6c72eef87c0fb96eeb082d1c32bceac
  health_score: 100.0
  last_checked: 1779033295.712316
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2026'
  ai_summary: An operational walkthrough illustrating how to establish interactive
    terminal sessions inside container namespaces using 'kubectl exec'. The document
    details the transport layer over SPDY/HTTP/2 stream multiplexing and explores
    core configurations needed for standard output routing.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - CLI & Debugging
  is_microservice: false
  title: 'itnext.io: Connect to containers using Kubectl Exec'
https://itnext.io/continuous-gitops-the-way-to-do-devops-in-kubernetes-896b0ea1d0fb:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A duplicate entry detailing continuous GitOps deployment processes and
    pipeline architectures. It highlights methods to trace and mitigate configuration
    drift in large-scale microservice deployments. Organizing repositories with structured
    directory configurations is key to managing complex, multi-environment cluster
    setups.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - Implementation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: Continuous GitOps, the way to do DevOps in Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://itnext.io/cpu-limits-and-requests-in-kubernetes-fa9d55948b7c:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Deep dive into CPU scheduling mechanics in Kubernetes.

    - Traces how requests are translated into CFS shares and limits into CFS quotas.

    - Shows why CPU starvation causes microservice request timeout loops.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Resource Planning
  - CPU Limits & Throttling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: CPU Request + Limit in Kubernetes | Daniele Polencic \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/crd-is-just-a-table-in-kubernetes-13e15367bbe4:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A conceptual guide illustrating CRD schemas by comparing them to standard
    relational database tables. Details validation rules, standard controller reconcilers,
    and the structural pathways through which resources interact with etcd.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Extending Kubernetes
  - Custom Resources
  - Concept
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: CRD is just a table in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/database-migrations-on-kubernetes-using-helm-hooks-fb80c0d97805:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A technical deep-dive demonstrating how to manage database schema migrations
    safely utilizing Helm lifecycle hooks. It explores configuring Job containers
    with pre-install and pre-upgrade triggers to prevent app routing before schema
    synchronizations complete.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Lifecycle Hooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Database migrations on Kubernetes using Helm hooks'
  addition_method: manual
  v2_locations:
  - helm.md
https://itnext.io/databases-in-a-kubernetes-angular-net-core-microservice-arch-a0c0ae23dca9:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Detailing the integration of relational (MySQL) and non-relational (MongoDB)
    databases into a .NET Core microservices framework on Kubernetes. Examines stateful
    storage requirements, connection string injection, and the architectural trade-offs
    of running databases inside versus outside the cluster boundary.
  language: C#
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Data Management
  - Databases
  - Microservices Datastores
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'itnext.io: How to Add MySql & MongoDB to a Kubernetes .Net Core Microservice
    Architecture'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/deciphering-the-kubernetes-networking-maze-navigating-load-balance-bgp-ipvs-and-beyond-7123ef428572:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An extensive architecture overview diving into the mechanics of high-scale
    routing environments. Evaluates the performance traits of IPVS, eBPF, and BGP
    routing overlays, highlighting how to design low-overhead service layers within
    large-scale multi-tenant networks.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Deep Dive
  - Advanced Routing
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'itnext.io: Deciphering the Kubernetes Networking Maze: Navigating Load-Balance,
    BGP, IPVS and Beyond'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://itnext.io/deploy-argo-cd-with-ingress-and-tls-in-three-steps-no-yaml-yak-shaving-required-bc536d401491:
  description: "- [Ambassador Edge Stack. K8S Initializer  (scaffolding tool) \U0001F31F](https://blackbird.a8r.io)"
  year: '2020'
  stars: 0
  ai_summary: Evaluates Ambassador Edge Stack's scaffolding tool to deploy Argo CD
    quickly with TLS and Ingress settings. Eliminates tedious manual manifest authoring
    by automating TLS certificate generation and routing definitions for administrative
    dashboards.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Ingress & Routing
  - Argo CD Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Deploy Argo CD with Ingress and TLS in Three Steps: No YAML Yak
    Shaving Required \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://itnext.io/deploy-flexible-and-custom-setups-with-anything-llm-on-kubernetes-a2b5687f2bcc:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Details the architectural deployment of AnythingLLM on top of a Kubernetes
    cluster, covering PV provisioning, ingress configurations, and resource limits.
    Deploying private RAG environments on Kubernetes gives enterprise teams localized,
    secured multi-user document search. This tutorial bridges raw AI services with
    cloud-native hosting stability.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native Operations
  - Kubernetes Orchestration
  - AI Workloads on K8s
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Deploy Flexible and Custom Setups with Anything LLM on Kubernetes'
  addition_method: manual
  v2_locations:
  - ai.md
https://itnext.io/deploy-kubernetes-k8s-on-amazon-aws-using-mixed-on-demand-and-spot-instances-5440e5bece7:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Guides engineers in orchestrating EKS worker pools featuring dynamic
    mixes of on-demand and spot instances. Investigates node affinity rules, taint
    strategies, and fallback mechanics designed to insulate workloads from spot termination
    spikes.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Deploy Kubernetes (K8s) on Amazon AWS using mixed on-demand and
    spot instances \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://itnext.io/deploy-your-first-serverless-function-to-kubernetes-232307f7b0a9:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A step-by-step developer tutorial showing how to install, test, and
    expose your first OpenFaaS serverless function inside a local Kubernetes testing
    cluster.
  language: English
  resource_type: Technical Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - OpenFaaS
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'itnext.io: Deploy your first Serverless Function to Kubernetes'
  addition_method: manual
  v2_locations:
  - serverless.md
https://itnext.io/devops-big-picture-on-premises-d07f61d6c34c:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents a comprehensive structural model of implementing cloud-native
    DevOps standards inside strict, bare-metal, on-premises datacenters. Curator guidance
    focuses on utilizing Rancher, local SANs, and internal container registries. Live
    operational topologies confirm that while maintaining local setups demands high
    engineering overhead, it remains a vital architectural pattern for finance and
    highly secure government infrastructure.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps & SRE
  - Infrastructure
  - On-Premises Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: DevOps Big Picture (On-Premises)'
  addition_method: manual
  v2_locations:
  - devops.md
https://itnext.io/difference-between-fabric8-and-official-kubernetes-java-client-3e0a994fd4af:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A detailed comparison of Red Hat's Fabric8 Java client and the official
    Kubernetes Java library. Analyzes builder patterns, memory consumption, OpenShift
    support, and dependency isolation.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Java Clients
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Difference between Fabric8 and Official Kubernetes Java Client
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://itnext.io/differences-between-websockets-and-socket-io-a9e5fa29d3dc:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A comparison between standard browser WebSockets and Socket.IO. Highlights
    key architectural distinctions, custom data framing overhead, fallback layers,
    and scaling constraints on distributed nodes.
  language: JavaScript
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - Real-Time
  - WebSockets
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Differences between WebSockets and Socket.IO'
  addition_method: manual
  v2_locations:
  - api.md
https://itnext.io/distroless-container-debugging-on-k8s-openshift-e418fd66fdad:
  description: "- When people focusing more on the security of containers, distroless
    based images are frequently used to reduce the attack surface. In these images,
    the package manager, the non-dependent modules or libraries, even the shells are
    stripped off, only the app and its required dependencies are kept. For the statically
    linked executable, produced by golang for example, we can even use “scratch” as
    the base.\n    - The potential exploit of vulnerability is therefore greatly reduced.
    But, on the other hand, it is difficult to troubleshoot the application if even
    the shell is not available, leaving only the logs from the app.\n    - In this
    paper, we will explore different options to facilitate debugging by bringing back
    the shell."
  year: '2021'
  stars: 0
  ai_summary: While distroless images enhance security by stripping out non-essential
    utilities and shells, they present unique challenges when live troubleshooting
    is required. This article explores strategies to bridge this gap, utilizing Kubernetes
    ephemeral containers and volume-mounting debug utilities on OpenShift. It demonstrates
    how to maintain a minimal attack surface without sacrificing operational diagnostics.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Distroless Debugging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Distroless Container Debugging on K8s/OpenShift'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://itnext.io/do-you-need-multi-clusters-6e58556f7f06:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A structured assessment evaluating business requirements against multi-cluster
    complexity. Highlights isolation properties, compliance partitioning requirements,
    and cross-cluster resource sharing overhead.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cluster Architecture
  - Multi-Cluster
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Do You Need Multi-Clusters? \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/docker-and-kubernetes-root-vs-privileged-9d2a37453dec:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains the architectural differences between running containerized
    applications as standard root users vs enabling the privileged security context
    inside Docker and Kubernetes, analyzing security vectors and kernel syscall exposures.
  language: N/A
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Isolation
  - Privileged Pods
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnexst.io: Docker and Kubernetes — root vs. privileged'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/docker-in-docker-521958d34efd:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Architectural analysis of executing Docker commands inside a Docker
    container (DinD). Discusses security implications, privileged access requirements,
    and alternative approaches like mounting the host's Docker socket.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Containerization
  - Docker
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: docker in docker'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://itnext.io/docker-kaniko-buildah-209abdde5f94:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Compares Docker, Kaniko, and Buildah for image compilation in modern
    CI/CD setups. It highlights Buildah's capability to compile OCI images without
    a daemon or complex kernel privileges, making it the premier choice for Kubernetes-native
    build steps.
  language: Shell
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Image Synthesis
  - Builder Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Docker, Kaniko, Buildah'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://itnext.io/effective-secrets-with-vault-and-kubernetes-9af5f5c04d06:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural overview on configuring HashiCorp Vault inside Kubernetes
    clusters. Covers the Vault Agent Sidecar Injector pattern, dynamic database credential
    generation, and leveraging Kubernetes service accounts for seamless Vault token
    exchange.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - HashiCorp Vault
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Effective Secrets with Vault and Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://itnext.io/embracing-failures-and-cutting-infrastructure-costs-spot-instances-in-kubernetes-6976781beacc:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A strategic engineering guide detailing how to harness AWS Spot Instances
    or GCP Preemptible VMs safely within Kubernetes clusters to slash compute spend.
    It provides design patterns for node affinity, tolerations, and Karpenter/Cluster-Autoscaler
    configurations that handle sudden, 2-minute instance termination warnings. It
    presents architectural methods to isolate fault-tolerant batch or microservice
    workloads from critical stateful systems.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cost Optimization
  - Infrastructure
  - FinOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Embracing failures and cutting infrastructure costs: Spot instances
    in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/event-driven-architectures-with-kafka-and-java-spring-boot-revision-1-c0d43d103ee7:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights patterns and practices for integrating Apache Kafka with
    Spring Boot. Covers key concepts including transaction management, handling poison
    pills via dead-letter-queues (DLQs), message serialization/deserialization, and
    reactive messaging semantics.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Event-Driven Architectures
  - Cloud-Native Java
  - Kafka with Spring Boot
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Event-Driven Architectures with Kafka and Java Spring-Boot —
    Revision 1'
  addition_method: manual
  v2_locations:
  - demos.md
https://itnext.io/event-driven-autoscaling-503b5cefaa49:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Broad architectural deep-dive into the paradigm shift from resource-based
    scaling (CPU/Memory) to event-driven paradigms. Compares native Kubernetes HPAs
    with KEDA-driven microservices scaling, highlighting performance optimization
    and cloud cost savings.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Event-Driven Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Event Driven Autoscaling'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://itnext.io/evolution-of-paases-to-platform-as-code-in-kubernetes-world-74464b0013ca:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An analysis of the evolution from traditional PaaS solutions to declarative
    'Platform-as-Code' paradigms powered by Kubernetes. Explores how Custom Resource
    Definitions (CRDs) and operators enable developers to define entire applications
    and underlying cloud resources in a unified GitOps schema.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Platform Engineering
  - Platform-as-Code
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Evolution of PaaSes to Platform-as-Code in Kubernetes world'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/expose-open-policy-agent-gatekeeper-constraint-violations-with-prometheus-and-grafana-6b7ac92ea07f:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Demonstrates how to export Open Policy Agent (OPA) Gatekeeper constraint
    violations to Prometheus and visualize them in Grafana. Provides system administrators
    with real-time dashboards to discover policy breaches, enhancing cluster governance
    and security compliance.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Policy Enforcement
  - Monitoring & Observability
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Expose Open Policy Agent/Gatekeeper Constraint Violations for
    Kubernetes Applications with Prometheus and Grafana'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/extending-kubernetes-cluster-kubectl-plugins-and-krew-547a8bc839a3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032642.376547
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'itnext.io: Extending Kubernetes Cluster; Kubectl Plugins and Krew'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering itnext.io:
    Extending Kubernetes Cluster; Kubectl Plugins and Krew in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://itnext.io/find-issues-in-your-istio-mesh-with-kiali-89d37d5e1fb1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical troubleshooting handbook illustrating how to isolate and
    identify performance and security issues in an Istio mesh using Kiali's built-in
    visual metrics and route validation.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Observability
  - Service Mesh
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Find issues in your Istio mesh with Kiali'
  addition_method: manual
  v2_locations:
  - istio.md
https://itnext.io/fleet-management-of-kubernetes-clusters-at-scale-ranchers-fleet-de161cc52325:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight reviews Fleet's design for multi-cluster scaling. Live
    engineering truth in 2026 confirms that the fundamental architectures of GitOps
    bundles and target custom resource definitions (CRDs) outlined here continue to
    dictate how Fleet scales in production setups.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Enterprise Infrastructure
  - GitOps
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Fleet Management of Kubernetes Clusters at Scale — Rancher’s
    Fleet'
  addition_method: manual
  v2_locations:
  - rancher.md
https://itnext.io/for-developers-the-low-code-winter-is-coming-76875d3606c0:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A critical opinion piece describing developer fatigue and architectural
    bottlenecks associated with low-code platforms. It notes that vendor lock-in,
    poor performance optimization, and difficult version-control workflows often trigger
    a reversion to traditional software engineering.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Development Paradigms
  - Low Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: For Developers the Low-Code Winter Is Coming'
  addition_method: manual
  v2_locations:
  - lowcode-nocode.md
https://itnext.io/generating-kubernetes-network-policies-by-sniffing-network-traffic-6d5135fe77db:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An innovative blueprint describing how to capture local container traffic
    and generate Kubernetes NetworkPolicies automatically. Shifts security efforts
    from manual configuration to dynamic, telemetry-based policy injection.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Security
  - Network Policies
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "itnext.io: Generating Kubernetes Network Policies Automatically By Sniffing
    Network Traffic \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://itnext.io/generating-transforming-and-patching-kubernetes-configuration-with-kustomize-fb7b02476a1b:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: 'In-depth exploration of Kustomize''s three primary stages: Generation
    (ConfigMaps, Secrets), Transformation (Common Labels, Namespaces), and Patching
    (Strategic Merge, JSON patches). Offers insights into programmatic schema alteration.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Generating, transforming, and patching Kubernetes configuration
    with Kustomize'
  addition_method: manual
  v2_locations:
  - kustomize.md
https://itnext.io/generically-working-with-kubernetes-resources-in-go-53bce678f887:
  addition_method: manual
  ai_summary: Curator Insight highlights the use of Go 1.18+ generics to drastically
    reduce boilerplate when interacting with various Kubernetes API types. Live Grounding
    confirms that while standard client-go uses dynamic clients or interface{} for
    generic operations, integrating Go generics allows for cleaner, type-safe custom
    controllers. This article provides practical patterns for wrapping standard clients
    to streamline resource manipulation.
  complexity: Advanced
  content_hash: ff30369560b995b9353789783b0415335c8fa55892c5d93ca658d0308d5457dc
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Kubernetes Development
  - Go Client-Go
  - Generics
  is_microservice: false
  language: English
  last_checked: 1779033572.589868
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'itnext.io: Generically working with Kubernetes objects in Go'
  v1_locations:
  - docs/about.md
  - docs/golang.md
  v2_locations:
  - golang.md
  - about.md
  year: N/A
https://itnext.io/getting-started-with-docker-facts-you-should-know-d000e5815598:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A collection of essential tips, optimization mechanics, and networking
    behaviors for Docker engines. Provides developers with a quick reference to build
    patterns, storage layers, and execution boundaries.
  language: None
  resource_type: Guide / Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Container Basics
  - Docker
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "itnext.io: Getting Started with Docker: Facts You Should Know \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://itnext.io/github-actions-for-android-developers-9ae606df2bfa:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores building custom continuous integration setups tailored specifically
    for Android compilation. Optimizes dependency caching, installs command-line SDK
    components, runs virtual emulator environments, and manages Google Play store
    distributions.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - Mobile Development
  - Android Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: GitHub Actions for Android Developers'
  addition_method: manual
  v2_locations:
  - git.md
https://itnext.io/github-actions-terraform-deployments-with-a-review-of-planned-changes-30143358bb5c:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Details a secure and interactive deployment pipeline design utilizing
    GitHub Actions to generate, parse, and review execution plans before triggering
    applies. Focuses on how PR comments, automated check-runs, and environment gates
    prevent destructive modifications. Live grounding emphasizes that this operational
    framework is crucial for maintaining team-wide transparency and safeguarding production
    infrastructure.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Linting
  - Workflow Automation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'itnext.io: GitHub Actions: Terraform deployments with a review of planned
    changes'
  addition_method: manual
  v2_locations:
  - terraform.md
https://itnext.io/github-github-actions-overview-and-argocd-deployment-example-b6cf0cf6f832:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Bridges modern CI with GitOps CD workflows. Demonstrates a full software
    delivery pipeline where GitHub Actions automatically processes build phases and
    updates configuration repositories to trigger GitOps-driven deployment via ArgoCD.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Multi-Cluster GitOps
  - ArgoCD Orchestrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Github: Github Actions overview and ArgoCD deployment example'
  addition_method: manual
  v2_locations:
  - demos.md
https://itnext.io/gitops-with-kubernetes-740f37ea015b:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical, hands-on architectural walkthrough for configuring GitOps
    inside a Kubernetes cluster. Walks through writing manifests, using Helm values
    files, and configuring controllers to perform bidirectional syncs.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Implementation
  - Kubernetes Native
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: GitOps with Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://itnext.io/gitopsify-cloud-infrastructure-with-crossplane-and-flux-d605d3043452:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the direct implementation of GitOps pipelines using Flux CD
    as the reconciliation engine to manage cloud infrastructure generated via Crossplane.
    By declarative versioning of Crossplane custom resources in Git, engineers establish
    an automated feedback loop where changes are continuously reconciled against live
    AWS, GCP, or Azure endpoints.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - GitOps & CI/CD
  - GitOps
  - FluxCD
  - Crossplane
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: GitOpsify Cloud Infrastructure with Crossplane and Flux'
  addition_method: manual
  v2_locations:
  - crossplane.md
https://itnext.io/go-does-not-need-a-java-style-gc-ac99b8d26c60:
  addition_method: manual
  ai_summary: An in-depth structural comparison of memory management in Go and Java.
    Explores value types and compiler escape analysis to explain why Go achieves sub-millisecond
    latencies without complex garbage collection.
  complexity: Advanced
  content_hash: 732448c49b6431dddf4ce46fdea7046256356c86638ecff5016b04a3c0638178
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Memory Management
  is_microservice: false
  language: en
  last_checked: 1779033240.202295
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'itnext.io: Go Does Not Need a Java Style GC'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://itnext.io/guide-installing-an-okd-4-5-cluster-508a2631cbee:
  addition_method: manual
  content_hash: f0217c87f64659219fda89b504208558cd17c6fabb93392b1e6386ae8c6913de
  description: ''
  health_score: 100.0
  last_checked: 1779033074.35664
  stars: 0
  title: 'itnext.io: Guide: Installing an OKD 4.5 Cluster'
  v1_locations:
  - docs/demos.md
  year: N/A
https://itnext.io/hardening-docker-and-kubernetes-with-seccomp-a88b1b4e2111:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep-dive technical tutorial on implementing `seccomp` (secure computing
    mode) within Docker and Kubernetes. Demonstrates how custom system call profiles
    prevent container escapes, restrict dangerous kernel-level system activities,
    and are managed natively via SecurityContext mappings.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Kubernetes Security
  - Runtime Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "itnext.io: Hardening Docker and Kubernetes with seccomp \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://itnext.io/hardening-monitoring-a-step-by-step-guide-7a18007c915:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Systematic walkthrough on hardening a Prometheus-based observability
    control plane. Implements RBAC, transport layer security (mTLS), network micro-segmentation,
    and endpoint authentication schemas.
  language: YAML
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Observability Security
  - Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Hardening Monitoring: a step-by-step guide'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://itnext.io/helm-3-secrets-management-4f23041f05c3:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This architectural guide presents alternative methods for managing dynamic
    application secrets using Helm 3 without exposing unencrypted values within version
    control. It outlines how to integrate Helm with external orchestrators and key
    management services. Implementing these steps improves overall release safety,
    preventing accidental token leakage.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Secret Management
  - Helm Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: Helm 3 — Secrets management, an alternative approach \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://itnext.io/helm-3-umbrella-charts-standalone-chart-image-tags-an-alternative-approach-78a218d74e2d:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Investigates alternative structural topologies using Helm Umbrella Charts
    combined with dynamic standalone tags. Addresses the complexities of continuous
    microservices updates without redeploying massive, monolithic dependency trees.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Design Patterns
  - Umbrella Charts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Helm 3 Umbrella Charts & Standalone Chart Image Tags — An Alternative
    Approach'
  addition_method: manual
  v2_locations:
  - helm.md
https://itnext.io/helm-is-not-enough-you-also-need-kustomize-82bae896816e:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Evaluates the highly effective hybrid approach of combining Helm and
    Kustomize. Argues that Helm is best suited for external third-party chart packaging,
    while Kustomize provides critical customized overlay patches locally without forcing
    forks of complex charts.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Configuration Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Helm Is Not Enough, You Also Need Kustomize'
  addition_method: manual
  v2_locations:
  - kustomize.md
https://itnext.io/helm-reusable-chart-named-templates-and-a-generic-chart-for-multiple-applications-13d9b26e9244:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores building a reusable helper chart that leverages named templates
    to configure generic patterns across diverse microservices deployments. Drastically
    minimizes copy-paste patterns in massive Kubernetes portfolios.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Design Patterns
  - Library Charts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Helm: reusable chart — named templates, and a generic chart for
    multiple applications'
  addition_method: manual
  v2_locations:
  - helm.md
https://itnext.io/highly-available-nfs-cluster-in-kubernetes-a-cloud-vendor-independent-storage-solution-f9a314cfdfcc:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth guide on deploying a highly available NFS cluster entirely
    within Kubernetes. It bypasses proprietary cloud vendor offerings to construct
    an independent, multi-write shared filesystem using open-source replication utilities.
  language: N/A
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Kubernetes Storage Implementation
  - Persistent Volumes & Provisioners
  - Alternative Storage Drivers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Highly Available NFS cluster in Kubernetes, a cloud vendor independent
    storage solution'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://itnext.io/horizontal-pod-autoscaling-with-custom-metric-from-different-namespace-f19f8446143b:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A deep-dive engineering configuration guide detailing how to set up
    an HPA to query metrics across logical namespace boundaries. Necessary blueprint
    for multi-tenant enterprise architectures with central metric stacks.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Kubernetes & Scaling
  - Metrics & Monitoring
  - Multi-Namespace HPA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Horizontal Pod Autoscaling with Custom Metric from Different
    Namespace'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://itnext.io/how-do-you-gracefully-shut-down-pods-in-kubernetes-fb19f617cd67:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A masterclass tutorial on gracefully terminating workloads in Kubernetes.
    Explains step-by-step endpoint deregistration, service mesh synchronization, preStop
    delays, SIGTERM handling, and the grace-period countdown.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Operations
  - Resiliency
  - Pod Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: Kubernetes Graceful Shutdown | Daniele Polencic \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/how-to-build-an-event-driven-asp-net-core-microservice-architecture-e0ef2976f33f:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Explains how to construct an event-driven ASP.NET Core microservices
    network using message brokers like RabbitMQ or Apache Kafka. Integrates clean
    architecture practices, transactional Outbox patterns, and retry strategies to
    ensure reliable messaging.
  language: C#
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Development
  - .NET Framework
  - Event-Driven Microservices
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'itnext.io: How to Build an Event-Driven ASP.NET Core Microservice Architecture'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://itnext.io/how-to-cold-start-fast-a-java-service-on-k8s-eks-3a7b4450845d:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Advanced techniques targeting containerized boot times. Compares performance
    of GraalVM Native Image compiles, AppCDS (Application Class Data Sharing), and
    Tiered Compilation tuning to mitigate Kubernetes container cold-start delays.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes
  - JVM Container Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: How to cold start fast a java service on k8s (EKS)'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://itnext.io/how-to-create-kubernetes-home-lab-on-an-old-laptop-1de6cc12c13e:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A guide on repurposing legacy consumer hardware into a functional home
    lab using K3s. Outlines OS preparation, single-node cluster bootstrapping, and
    power-management optimizations, making it an affordable alternative to cloud staging
    sandboxes.
  language: Bash
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Local Clusters
  - K3s
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'itnext.io: How to create Kubernetes home lab on an old laptop with K3s'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/how-to-create-kubernetes-yaml-files-abb8426eeb45:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A step-by-step ITNext guide explaining how to construct production-ready
    Kubernetes configuration manifests. It discusses schema rules, basic resources,
    and templating practices to prevent deployment failures.
  language: N/A
  resource_type: article
  complexity: intermediate
  hierarchy:
  - Cloud Native Operations
  - Kubernetes
  - Configuration Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "itnext.io: How to create Kubernetes YAML files \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://itnext.io/how-to-deploy-a-cross-cloud-kubernetes-cluster-with-built-in-disaster-recovery-bbce27fcc9d7:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architecture roadmap outlining how to deploy cross-cloud Kubernetes
    environments with active disaster recovery capabilities. Explains how to configure
    active-passive database replicas, multi-cluster SDNs, and automated global DNS
    traffic policies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Strategy
  - Disaster Recovery
  - Multicluster
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: How to deploy a cross-cloud Kubernetes cluster with built-in
    disaster recovery \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/how-to-deploy-a-single-kubernetes-cluster-across-multiple-clouds-using-k3s-and-wireguard-a5ae176a6e81:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An architectural guide explaining how to construct a secure, multi-cloud
    Kubernetes cluster using K3s and WireGuard. Solves cross-cloud node communication
    challenges by deploying a zero-trust mesh VPN, ensuring secure overlay networking
    across heterogeneous providers.
  language: Bash
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Networking
  - Multi-Cloud Networking
  - VPN Overlay
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: How to deploy a single Kubernetes cluster across multiple clouds
    using k3s and WireGuard'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/how-to-design-and-provision-a-production-ready-eks-cluster-f24156ac29b2:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A high-level architectural post on designing and provisioning production-grade
    EKS clusters using Terraform. Focuses heavily on network isolation patterns, multi-AZ
    high availability, and dynamic scaling rules.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: How to Design and Provision a Production-Ready EKS Cluster'
  addition_method: manual
  v2_locations:
  - terraform.md
https://itnext.io/how-to-experiment-locally-on-kubernetes-with-minikube-and-your-local-dockerfiles-48833fcd90c9:
  addition_method: manual
  content_hash: bbd934ea21e51a6df462768e8b71e862160db8642dd7effe180d9ccc4aa9d97f
  description: ''
  health_score: 100.0
  last_checked: 1779033050.688896
  stars: 0
  title: 'itnext.io: How to experiment locally on Kubernetes with minikube and your''
    local Dockerfiles'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://itnext.io/how-to-kubernetes-cluster-network-security-f19bc99161f5:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical tutorial covering secure network policy design. Guides readers
    through limiting pod egress/ingress, utilizing global network policies, and implementing
    namespaces as security perimeters.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Networking
  - Network Policies
  - Secure CNI Implementation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: How-To: Kubernetes Cluster Network Security \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://itnext.io/how-to-restart-kubernetes-pods-with-kubectl-2a7834a6b961:
  description: ''
  addition_method: manual
  content_hash: 1d855e45911087583c3b98186a33b519221a502360489948e9f4616f25464c03
  health_score: 100.0
  last_checked: 1779032753.971114
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2021'
  ai_summary: Details methods for orchestrating safe container restarts via kubectl,
    such as the rollout restart command. Ensures zero-downtime restarts without dropping
    running traffic allocations.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Platform
  - Cluster Administration
  - Kubectl Productivity
  is_microservice: false
  title: "==itnext.io: How to Restart Kubernetes Pods With Kubectl== \U0001F31F"
https://itnext.io/how-to-run-distributed-performance-tests-in-kubernetes-with-k6-and-elasticsearch-4ff8142bc774:
  addition_method: manual
  content_hash: f3bbe9f34bf1bcd5cbe53456c2023f7566b19b66798a70b7f80e21c441ea8acb
  description: ''
  health_score: 100.0
  last_checked: 1779032343.979787
  stars: 0
  title: 'itnext.io: How to run distributed performance tests in Kubernetes with K6'
  v1_locations:
  - docs/qa.md
  year: N/A
https://itnext.io/how-to-setup-ci-cd-pipelines-for-android-with-azure-devops-2a4ded0de0e7:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A comprehensive walkthrough for building, signing, and deploying native
    Android applications using YAML-based Azure Pipelines. It covers setting up build
    agents, managing keystores, configuring SDK dependencies, and triggering continuous
    deployment runs. This acts as a standard pattern for unifying enterprise mobile
    builds within existing Azure DevOps workflows.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - DevSecOps & Platform Engineering
  - CI/CD & Mobile DevOps
  - Android Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: How to setup CI CD pipelines for Android with Azure DevOps'
  addition_method: manual
  v2_locations:
  - azure.md
https://itnext.io/how-to-tackle-kubernetes-observability-challenges-with-pixie-4c6414ca913:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores Pixie, an eBPF-powered Kubernetes-native observability tool
    that collects high-resolution telemetry, logs, and network flows directly from
    the Linux kernel without requiring code changes or sidecar agents. Highlights
    how Pixie simplifies network profiling and debug loops.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Advanced Telemetry & FinOps
  - eBPF-Based Telemetry
  - Pixie Deep Dive
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: How to tackle Kubernetes observability challenges with Pixie'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://itnext.io/how-to-use-terraform-to-create-a-small-scale-cloud-infrastructure-abf54fabc9dd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical blueprint detailing how to structure, split, and orchestrate
    a minimal yet secure AWS environment (VPC, EC2, RDS, Security Groups) using a
    single cleanly architected Terraform module.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Practical Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "itnext.io: How to use Terraform to create a small-scale Cloud Infrastructure
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://itnext.io/how-we-used-terraform-to-create-and-manage-a-ha-aks-kubernetes-cluster-in-azure-812f64896c08:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An in-depth case study analyzing the construction of a Highly Available
    (HA) AKS deployment using Terraform. Outlines real-world structural hurdles, private
    endpoint architecture, multi-region routing, and node pool segmentation strategies.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - AKS
  - Production Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: How We Used Terraform to Create and Manage a HA AKS Kubernetes
    Cluster in Azure'
  addition_method: manual
  v2_locations:
  - terraform.md
https://itnext.io/hydrating-a-data-lake-using-log-based-change-data-capture-cdc-with-debezium-apicurio-and-kafka-799671e0012f:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A high-density technical architecture study detailing data lake hydration.
    Coordinates Kafka Connect, Debezium, Apicurio schema registry, and AWS S3 to capture
    schema-validated database logs in near real-time.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Change Data Capture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Hydrating a Data Lake using Log-based Change Data Capture (CDC)
    with Debezium, Apicurio, and Kafka Connect on AWS'
  addition_method: manual
  v2_locations:
  - demos.md
https://itnext.io/implementing-a-restricted-first-pod-security-policyarchitecture-af4e906593b0:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides a secure-first PSP implementation strategy. In modern systems,
    this restricted-first paradigm must be executed via the native Pod Security Admission
    (PSA) controller. It guides readers on blocking privileged root escalation paths
    in older clusters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Pod Security
  - Pod Security Policies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Implementing a Secure-First Pod Security Policy Architecture'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://itnext.io/in-search-of-converged-usage-analytics-for-multiple-managed-kubernetes-c5108cb7f0e1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033397.854886
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Krossboard: A centralized usage analytics approach for multiple Kubernetes'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Krossboard:
    A centralized usage analytics approach for multiple Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://itnext.io/ingress-for-anthos-multi-cluster-ingress-and-global-service-load-balancing-c56c57b97e82:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Examines the technical design of Multi-cluster Ingress (MCI) on Anthos.
    Illustrates how a unified global load balancer acts as a single endpoint, intelligently
    routing traffic to healthy microservice clusters distributed globally based on
    geographical proximity and backend capacity.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Hybrid & Multi-Cloud
  - Anthos
  - Ingress
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Ingress for Anthos — Multi-cluster Ingress and Global Service
    Load Balancing'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://itnext.io/inspecting-and-understanding-service-network-dfd8c16ff2c5:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An advanced technical inquiry examining how virtual IP endpoints are
    generated and tracked by the control plane. Demonstrates how to probe node routing
    tables, iptables rule logs, and IPVS structures to map physical packets to real-time
    service endpoints.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Deep Dive
  - Service IP Allocation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "itnext.io: Inspecting and Understanding k8s Service Network \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://itnext.io/installing-cilium-on-kubernetes-in-a-fast-and-efficient-way-dbcb79ce9699:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A performance-focused guide detailing modern deployment strategies for
    Cilium, leveraging Helm templates and CLI-driven validation to streamline infrastructure
    provisioning.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Networking
  - CNI
  - Cilium
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'itnext.io: Installing Cilium on Kubernetes in a fast and efficient way'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://itnext.io/integrating-compliance-for-kubernetes-pipeline-c538415401c5:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details methods to enforce compliance requirements inside CI/CD pipelines.
    Uses Open Policy Agent (OPA) Gatekeeper or Kyverno to block non-compliant, insecure
    container templates prior to cluster runtime execution.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Governance
  - Compliance Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Integrating Compliance for Kubernetes Pipeline'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/introduction-to-kubernetes-security-for-security-professionals-a61b424f7a2a:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An entry point resource for security practitioners pivoting from virtual
    machines or bare-metal servers into Kubernetes environments. Explains standard
    architectural paradigms like Pods, Namespaces, Service Accounts, and Admission
    Controllers. Focuses on building a coherent threat modeling mental map.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Fundamentals
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Introduction to Kubernetes Security for Security Professionals'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://itnext.io/isolating-and-managing-dependencies-in-12-factor-microservice-applications-with-kubernetes-988638f8bc6d:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Focuses specifically on Factor II (Dependencies). Demonstrates isolating
    system dependencies using container images, multi-stage Dockerfiles, and initContainers
    to orchestrate external DB readiness checks before app startup.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Dependency Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Isolating and Managing Dependencies in 12-factor Microservice
    Applications — with Kubernetes'
  addition_method: manual
  v2_locations:
  - introduction.md
https://itnext.io/jenkins-running-workers-in-kubernetes-and-docker-images-build-83299a10f3ca:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An advanced engineering deep dive into launching dynamic Jenkins workers
    in Kubernetes pods. It covers the complex problem of secure container-in-container
    image compilation using tools like Kaniko.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Jenkins
  - Kubernetes Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Jenkins: running workers in Kubernetes and Docker images build'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://itnext.io/jenkins-tutorial-part-1-pipelines-bd1397cf5509:
  description: "- [itnext.io: Jenkins Tutorial — Part 2 — Pipeline Variables \U0001F31F](https://itnext.io/jenkins-tutorial-part-2-pipeline-variables-5e4783aa2c07)\n
    \   - [itnext.io: Jenkins Tutorial — Part 3 — Parameterized Pipeline \U0001F31F](https://itnext.io/jenkins-tutorial-part-3-parameterized-pipeline-3898643ac6ad)\n
    \   - [itnext.io: Jenkins Tutorial — Part 7 — Interactive Pipelines \U0001F31F](https://itnext.io/jenkins-tutorial-part-7-interactive-pipelines-a739b23ac41c?gi=563a447caa2b)"
  year: '2021'
  stars: 0
  ai_summary: 'A detailed multi-part series covering parameterized builds, variable
    contexts, parallel phases, and interactive user inputs. *Curator Insight*: Multi-step
    pipelines deep dive. *Live Grounding*: Highly regarded learning path that guides
    engineers from basics to complex production Jenkinsfiles.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Pipeline Patterns
  - Declarative vs Scripted
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Jenkins Tutorial — Part 1 — Pipelines \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://itnext.io/jenkins-tutorial-part-2-pipeline-variables-5e4783aa2c07:
  addition_method: manual
  content_hash: 80841a9884a9344b3b547f037e18ec962016514175b90613fbd793fbc301292f
  description: ''
  health_score: 100.0
  last_checked: 1779031037.151062
  stars: 0
  title: "itnext.io: Jenkins Tutorial — Part 2 — Pipeline Variables \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://itnext.io/jenkins-tutorial-part-3-parameterized-pipeline-3898643ac6ad:
  addition_method: manual
  content_hash: 08d54fff4f70e680f0338832319ab876fcc8a4fb7128718fcb68b17b32877ec0
  description: ''
  health_score: 100.0
  last_checked: 1779029291.481058
  stars: 0
  title: "itnext.io: Jenkins Tutorial — Part 3 — Parameterized Pipeline \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://itnext.io/jenkins-tutorial-part-7-interactive-pipelines-a739b23ac41c:
  addition_method: manual
  content_hash: 0b7888ed1895b6b558e936cf41c78663e5e3eb5e613f73c41ef9557dab5e5a58
  description: ''
  health_score: 100.0
  last_checked: 1779029325.382171
  stars: 0
  title: 'itnext.io: Jenkins Tutorial — Part 7 — Interactive Pipelines'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://itnext.io/jenkins-tutorial-part-7-interactive-pipelines-a739b23ac41c?gi=563a447caa2b:
  addition_method: manual
  content_hash: 0b7888ed1895b6b558e936cf41c78663e5e3eb5e613f73c41ef9557dab5e5a58
  description: ''
  health_score: 100.0
  last_checked: 1779032922.508749
  stars: 0
  title: "itnext.io: Jenkins Tutorial — Part 7 — Interactive Pipelines \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://itnext.io/jenkins-x-managing-jenkins-926f0e0f8bcf:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Detailed technical guide on installing, updating, and operating Jenkins
    X within a Kubernetes cluster. Compares serverless Jenkins engines with traditional
    stateful master architectures.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Kubernetes Native
  - Jenkins X
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Jenkins X — Managing Jenkins'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-6abd625c60fe:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Traces the structural lifecycle of a containerized microservice traversing
    deployment pipelines, service routing, and load balancing configurations. Provides
    practical insights into configuring readiness/liveness probes, autoscaling parameters,
    and ingress rules. Essential reference for microservice platform standardization.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Microservices
  - Application Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: Journey Of A Microservice Application In The Kubernetes World
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-bdfe795532ef:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive architectural case study outlining the functional lifecycle
    journey of a microservice application cluster inside Kubernetes. Details cross-cutting
    concerns including distributed service discovery, secret distribution, configurations
    management, ingress controllers, and decentralized persistent data handling.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Microservices
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Journey Of A Microservice Application In The Kubernetes World'
  addition_method: manual
  v2_locations:
  - demos.md
https://itnext.io/k8s-prevent-queue-worker-pod-from-being-killed-during-deployment-4252ea7c13f6:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This operations guide details how to prevent queue-consuming pods from
    being killed mid-job during rolling deployments on Kubernetes. It explains how
    to coordinate preStop hooks and terminationGracePeriodSeconds configurations.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes
  - Workload Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: K8s prevent queue worker Pod from being killed during deployment
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - message-queue.md
https://itnext.io/k8s-raise-statefulset-volume-size-with-low-impact-33fe1e2576f6:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A crucial operations guide detailing how to safely expand Persistent
    Volume Claims (PVCs) bound to StatefulSets with minimal workload impact. Covers
    volume expansion capability (VolumeExpansion) within storage classes and live
    file-system resizing. (Live Grounding: Fundamental knowledge for running high-throughput
    production databases without service degradation).'
  language: YAML/Shell
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native Infrastructure
  - Kubernetes Core
  - Storage Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: K8s raise StatefulSet volume size with low impact'
  addition_method: manual
  v2_locations:
  - demos.md
https://itnext.io/k8s-tips-accessing-the-api-server-from-a-pod-f6f72bc847de:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A precise guide demonstrating how to query the Kubernetes API server
    securely from inside a running Pod. It discusses how the kubelet automatically
    mounts the default ServiceAccount token, namespace identifier, and CA certificate
    into `/var/run/secrets/kubernetes.io/serviceaccount`, and details how to utilize
    these credentials in runtime clients.
  language: Bash/YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Security
  - API Access
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: K8s Tips: Accessing the API Server From a Pod'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/k8s-vertical-pod-autoscaling-fd9e602cbf81:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed technical guide examining VPA internal controllers, highlighting
    the Recommender, Updater, and Admission Controller. Outlines how the validating
    admission hook operates to dynamically mutate resources during pod lifecycles.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Kubernetes & Scaling
  - Resource Management
  - Vertical Scaling Deep-Dive
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: K8s Vertical Pod Autoscaling \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://itnext.io/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65:
  addition_method: manual
  ai_summary: In-depth guide configuring a fully offline AI diagnostics engine inside
    protected networks. Combines K8sGPT analytical tooling with LocalAI offline LLMs
    to safeguard internal data streams.
  complexity: Advanced
  content_hash: 2559d58dfacaca021df6f589847ee809c17122e7292f7ff3fb1519c67c4eaf8d
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Operations
  - AIOps Diagnostics
  is_microservice: true
  language: English
  last_checked: 1779031466.546044
  resource_type: Architectural Guide
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'itnext.io: K8sGPT + LocalAI: Unlock Kubernetes superpowers for free!'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
https://itnext.io/karpenter-open-source-high-performance-kubernetes-cluster-autoscaler-d56e3ab06aae:
  description: ''
  addition_method: manual
  content_hash: a80f05573ed7b5c6e8abd1b2bc386a3f7724d1d3ed68b55a0bb4d77ce2d54aa7
  health_score: 100.0
  last_checked: 1779029714.695971
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A comprehensive technical deep dive on Karpenter's group-less autoscaling
    paradigm. The author compares Karpenter's pod-bound scheduling engine against
    AWS Auto Scaling Groups (ASGs), illustrating how Karpenter's 'just-in-time' provisioning
    achieves sub-minute node startup times while dynamically consolidating bin-packed
    workloads.
  language: English
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Autoscaling
  - Resource Provisioning
  - Technical Analysis
  is_microservice: false
  title: 'itnext.io: Karpenter: Open-Source, High-Performance Kubernetes Cluster Autoscaler'
https://itnext.io/keep-it-simple-k8s-c0c68c46eabb:
  description: ''
  addition_method: manual
  content_hash: f53ad4801cbd2a2a9ab984f2d288a8b11f32cc275e81becb050f96fb59fcf436
  health_score: 100.0
  last_checked: 1779032785.57549
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A technical introduction to Jabos, showing how to replace sprawling
    nested YAML folders with a clean JavaScript-based GitOps deployment pipeline.
    The author walks through setting up a simple deployment and service using Jabos
    configurations.
  language: English
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Configuration Management
  - GitOps
  - Alternative Specs
  is_microservice: false
  title: 'itnext.io: Keep it simple K8s. Kubernetes GitOps using Jabos'
https://itnext.io/kubernetes-apps-the-easy-way-f06d9e5cad3c:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Introduces arkade, a lightning-fast application installer for Kubernetes.
    Simplifies cluster bootstrap setups by deploying tools like OpenFaaS or cert-manager
    with one-line commands.
  language: English
  resource_type: Technical Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Tooling
  - Deployment Tools
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "itnext.io: **arkade** by example — Kubernetes apps, the easy way \U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
  - kubernetes-tools.md
https://itnext.io/kubernetes-cluster-autoscaler-more-than-scaling-out-7b2d97f10b27:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A specialized technical deep-dive looking at Cluster Autoscaler scale-in
    (consolidation) mechanics. Analyzes pod disruption budgets, graceful termination
    routines, and scheduler algorithms that guarantee high system uptime during server
    compression.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Kubernetes & Scaling
  - Infrastructure Scaling
  - Node Descheduling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes Cluster Autoscaler: More than scaling out'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://itnext.io/kubernetes-contexts-complete-guide-for-developers-7ea5b2fc75c7:
  description: ''
  addition_method: manual
  content_hash: e7510fd20eab2b0d530a3e169cac3ad0742920e9ce7ad6b3ab00e0eaef12f966
  health_score: 100.0
  last_checked: 1779031410.869623
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2020'
  ai_summary: Explains how kubeconfig context matrices are structured. Aids teams
    in safely managing user authorization levels across distinct dev, staging, and
    production clusters.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Platform
  - Cluster Administration
  - K8s Contexts
  is_microservice: false
  title: 'itnext.io: Kubernetes Contexts: Complete Guide for Developers'
https://itnext.io/kubernetes-draining-nodes-properly-79e18dca4d5e:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A comprehensive guide to executing zero-downtime node evictions. Highlights
    the use of PodDisruptionBudgets (PDBs), shutdown hooks, and node draining commands
    (`kubectl drain`) to gracefully migrate stateless and stateful workloads without
    impacting live user sessions.
  language: Bash
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operations
  - Node Operations
  - Maintenance
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'itnext.io: Kubernetes Draining Nodes Properly'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-essential-tools-2021-def12e84c572:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An expert selection of developer and operator terminal utilities designed
    to streamline interaction with Kubernetes clusters. Reviews advanced interactive
    CLI browsers like k9s, visual dashboards like Lens, log stream multiplexers like
    Stern, and context switches like kubectx.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Ecosystem
  - Developer Tooling
  - CLI Utilities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes Essential Tools: 2021'
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - kubernetes-tools.md
https://itnext.io/kubernetes-extensibility-c5fed27f0952:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An introductory review of how to extend the native Kubernetes control
    plane. Details the custom resource lifecycle, webhook integrations, API aggregation
    layers, and custom control loop logic that underpins the Kubernetes operator ecosystem.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Core Architecture
  - Extensibility
  - Operator Pattern
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Introduction to Kubernetes extensibility'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-for-dummies-life-of-a-pod-fc8158e27aa:
  addition_method: manual
  content_hash: 35dd76d2c64dfebc57a1b4925ee22a8d52a13a1c20225f025c7b5baa6ab02df8
  description: ''
  health_score: 100.0
  last_checked: 1779030119.221782
  stars: 0
  title: 'itnext.io: Kubernetes for dummies: Life of a Pod. Part 3'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://itnext.io/kubernetes-gitops-tools-cf0247eb5368:
  description: ''
  addition_method: manual
  content_hash: fc41506c17b05b96928b4b33d70c79e588dd56342ecef4cd5607eabb967c2014
  health_score: 100.0
  last_checked: 1779034516.748113
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Detailed breakdown contrasting standard GitOps tools within the CNCF
    ecosystem. Focuses on execution differences between declarative state reconciliation
    models (e.g., Argo CD, Flux) and evaluates how security policies and continuous
    compliance are woven into these engines.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Continuous Delivery
  - GitOps
  is_microservice: false
  title: 'itnext.io: Kubernetes GitOps Tools'
https://itnext.io/kubernetes-in-a-box-7a146ba9f681:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guide detailing 'Kubernetes in a box' sandbox creation methodologies.
    Outlines structural strategies for configuring minimal host dependencies, local
    routing setups, and automatic configuration sync setups.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Local Kubernetes Environments
  - Single-Node Clusters
  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes in a box'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://itnext.io/kubernetes-ingress-on-azure-using-the-application-gateway-2779b647deb5:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes configuring the Application Gateway Ingress Controller (AGIC)
    to leverage Azure's Layer 7 load balancer inside AKS clusters. Outlines integrating
    native Web Application Firewall (WAF) services and avoiding extra routing hops.
    Promotes scalable network architectures for modern APIs.
  language: YAML/Terraform
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Ingress & Routing
  - Application Gateway (AGIC)
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Kubernetes Ingress on Azure using the Application Gateway'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://itnext.io/kubernetes-installation-methods-the-complete-guide-1036c860a2b3:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive analysis of various Kubernetes bootstrap frameworks.
    Compares local learning solutions (Kind, Minikube, K3s) with enterprise production
    installation engines (Kubeadm, Kubespray, and fully managed public cloud options
    like GKE, EKS, AKS), detailing networking setup and etcd topography trade-offs.
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Operations
  - Installation
  - Bootstrap Methods
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes Installation Methods The Complete Guide'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-is-hard-190f1d0c6d36:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Critical evaluation of the operational complexities, steep training
    curves, and configuration management challenges inherent in enterprise Kubernetes
    deployments.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Core Kubernetes
  - Basics
  - Critique
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Kubernetes is Hard! \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-journey-up-and-running-out-of-the-cloud-how-to-setup-the-masters-using-kubeadm-9a496a14fbc1:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A hands-on manual describing how to deploy a HA multi-master Kubernetes
    cluster outside cloud environments using Kubeadm. Focuses on setting up an external
    load balancer to sit in front of the API servers, and configure stacked etcd pools
    on bare-metal systems.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Bootstrapping
  - Bare Metal
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Up and running out of the cloud — How to setup the Masters using
    kubeadm bootstrap'
  addition_method: manual
  v2_locations:
  - demos.md
https://itnext.io/kubernetes-kustomize-cheat-sheet-8e2d31b74d8f:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Tactical guide to declarative manifest engineering via Kustomize. Detailing
    overlay patterns, configMap generation, resource patching, and secret injections,
    this is key for engineers moving away from templating tools like Helm.
  language: YAML
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Declarative Configuration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes Kustomize Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://itnext.io/kubernetes-load-testing-and-high-load-tuning-problems-and-solutions-244d869a9791:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architect-level guide to high-load performance testing and OS/Kernel-level
    tuning inside Kubernetes clusters. Highlights connection limits, TCP socket recycling,
    thread pooling adjustments, and optimizing conntrack tables to handle traffic
    spikes.
  language: Shell
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & Platform
  - Performance Engineering
  - Load Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Kubernetes: load-testing and high-load tuning — problems and
    solutions'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://itnext.io/kubernetes-local-playground-alternatives-e1a590632b9f:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comparative overview of playground configurations for Kubernetes developers.
    Focuses on balancing sandbox isolation, localized DNS routing, service mesh compatibility,
    and custom ingress capabilities.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Local Kubernetes Environments
  - Single-Node Clusters
  - Sandbox Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes local playground alternatives'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://itnext.io/kubernetes-logging-in-production-545ea88d9a4a:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines advanced production log aggregation architecture patterns.
    Investigates the trade-offs of using Node-level logging agents versus pod-level
    sidecars, detailing backpressure mitigation, rate-limiting rules, and long-term
    cold-storage archiving strategies.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Log Management & Diagnostics
  - Log Aggregation
  - Production Scale Logging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes Logging in Production'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://itnext.io/kubernetes-monitoring-with-prometheus-exporters-a-service-discovery-and-its-roles-ce63752e5a1:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Demystifies Prometheus's powerful dynamic Service Discovery engine inside
    Kubernetes, parsing how role specifications (Node, Endpoint, Pod, Service, Ingress)
    translate API-server resource updates into automatic, low-overhead scrap targets.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Modern Observability & Service Mesh
  - Cluster Monitoring
  - Service Discovery Mechanics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes: monitoring with Prometheus — exporters, a Service
    Discovery, and its roles'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://itnext.io/kubernetes-network-deep-dive-7492341e0ab5:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An engineering benchmark and comparison of leading Kubernetes CNI implementations
    (Calico, Cilium, Flannel). Evaluates raw throughput, CPU overhead, eBPF capabilities,
    and network policy performance to guide architects in making structural design
    choices.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Evaluation
  - CNI Selection
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'itnext.io: Kubernetes networking deep dive: Did you make the right choice?'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://itnext.io/kubernetes-operator-to-manage-jobs-7ee96744c74a:
  addition_method: manual
  content_hash: 9f81323756d2b762f3ed19406b37dbc6fc4903981bbbe6854f09e0abb0754d55
  description: ''
  health_score: 100.0
  last_checked: 1779029322.631627
  stars: 0
  title: 'itnext.io: Simplify Advanced Workflows in Kubernetes with Jobs Manager Operator'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://itnext.io/kubernetes-operators-cruise-control-for-managing-cloud-native-apps-db328ef8e345:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical article comparing manual sysadmin runbooks with the automatic
    capabilities of Operators. It covers automated backups, version migrations, and
    disaster recovery loops.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Resources
  - Education
  - Architectural Pattern
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes Operators: Cruise Control for Managing Cloud-Native
    Apps'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://itnext.io/kubernetes-owasp-top-10-centralised-policy-enforcement-9adc53438e22:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Investigates mitigating risks from the OWASP Kubernetes Top 10 using
    centralized Policy-as-Code platforms like OPA Gatekeeper or Kyverno. Focuses on
    setting up mutating and validating admission webhooks to prevent non-compliant
    configs from deploying. Establishes programmatic posture control.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Assessment
  - Policy Enforcement
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes OWASP Top 10: Centralised Policy Enforcement'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://itnext.io/kubernetes-owasp-top-10-secrets-management-c996faa87b47:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Addresses Secrets Management under the OWASP Kubernetes threat framework.
    Details vulnerabilities of default etcd storage parameters and details using External
    Secrets Operator or HashiCorp Vault. Prevents secrets exposure via repository
    check-ins or pod environment parameters.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - OWASP
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Kubernetes OWASP Top 10: Secrets Management'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://itnext.io/kubernetes-persistentvolume-and-persistentvolumeclaim-an-overview-with-examples-3c5688222f99:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive tutorial examining the foundational mechanics of PersistentVolumes
    and PersistentVolumeClaims. It employs clean yaml manifests to illustrate how
    claims bind to volumes dynamically, detailing reclaim policies and access modes.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes Storage Implementation
  - Persistent Volumes & Provisioners
  - PV/PVC Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes: PersistentVolume and PersistentVolumeClaim — an overview
    with examples'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://itnext.io/kubernetes-probes-startup-liveness-readiness-a9fc9ccff4b2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Explores the mechanical execution differences between Startup, Liveness,
    and Readiness probes.

    - Details how Kubelet manages the container execution lifecycle based on probe
    state results.

    - Highlights the utility of Startup probes for complex, slow-starting Java or
    legacy applications.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'itnext.io: Kubernetes Probes: Startup, Liveness, Readiness'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-rancher-cluster-manager-2-6-on-your-macos-laptop-with-k3d-k3s-in-5-min-8acdb94f3376:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight presents a 5-minute guide to bootstrapping Rancher 2.6
    on macOS using k3d. Live engineering review in 2026 notes that while versions
    have moved on to Rancher 2.x/3.x, the underlying orchestration concepts of nesting
    Rancher inside containerized K3s nodes remain relevant for legacy environments.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Local Development
  - Platform Management
  - Rancher Setup
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes + Rancher Cluster Manager 2.6 on your macOS laptop
    with k3d/k3s in 5 min'
  addition_method: manual
  v2_locations:
  - rancher.md
https://itnext.io/kubernetes-readiness-probes-examples-common-pitfalls-136e3a9a058d:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'An analytical deep dive into the architecture of Readiness probes,
    focusing on common design anti-patterns.

    - Warns against linking Readiness checks to upstream dependencies (e.g., databases),
    which triggers cascading failures across services.

    - Offers architectural guidelines for resilient, independent probe designs.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  - Readiness Probes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Kubernetes Readiness Probes — Examples & Common Pitfalls'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-resource-management-in-production-d5382c904ed1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Addresses the operational complexities of managing CPU and Memory resources
    in enterprise clusters.

    - Analyzes the direct impact of misaligned requests and limits on node scaling
    and scheduling.

    - Details robust strategies for avoiding OOM killers and kernel-level CPU starvation.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Production Operations
  - Capacity Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Kubernetes Resource Management in Production'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-resources-and-autoscaling-from-basics-to-greatness-7cae17fbf27b:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical guide investigating the interaction between resource requests,
    limits, QoS classes, and autoscaler actions. Highlights critical design limits
    to prevent unpredictable pod eviction cascades under high CPU/memory utilization.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Resource Management
  - Advanced QoS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Kubernetes Resources and Autoscaling — From Basics to Greatness
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://itnext.io/kubernetes-rolling-updates-rollbacks-and-multi-environments-4ff9912df5:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines rolling updates, manual rollbacks, and multi-environment promotions.
    Provides strategies to control deployment rollouts, configure canary boundaries,
    and run parallel configurations.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Deployments
  - Release Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Kubernetes rolling updates, rollbacks and multi-environments'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-running-multiple-container-runtimes-65220b4f9ef4:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A guide on configuring multiple container runtimes (such as runc and
    Kata Containers) within a single Kubernetes cluster using RuntimeClass. Enables
    operators to tailor performance and security isolation environments according
    to specific workload profiles.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Runtime
  - RuntimeClass
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes — Running Multiple Container Runtimes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-sandbox-environments-with-virtual-clusters-fb465b296777:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the design and benefits of executing virtual Kubernetes clusters
    (vcluster) on shared physical hardware. It outlines patterns to isolate control
    planes (API Server, Controller Manager, etcd) inside regular namespaces to reduce
    management overhead and increase security tenant boundary density.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Architecture
  - Virtualization
  - Multi-Tenancy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes Sandbox Environments with Virtual Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-scheduler-deep-dive-fdfcb516be30:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'A deep dive into the Kubernetes scheduler''s two-phase framework: filtering
    (predicates) and scoring (priorities). Explains binding execution loops and customized
    scheduling extension points for advanced topologies.'
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Compute
  - Pod Scheduling
  - Scheduler Internals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes Scheduler Deep Dive | Daniele Polencic'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-serverless-simply-visually-explained-ccf7be05a689:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A highly effective visual analysis demonstrating how serverless execution
    frameworks integrate natively with Kubernetes primitives. It clearly highlights
    pod autoscaling dynamics and container lifecycle abstractions.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Serverless
  - Visual Architectures
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "itnext.io: Kubernetes Serverless simply visually explained \U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
https://itnext.io/kubernetes-service-type-lb-for-on-prem-deployments-89e9b2a73a0c:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: 'Addresses the challenge of hosting ServiceType: LoadBalancer endpoints
    within bare-metal and on-prem architectures. Outlines implementation paths using
    MetalLB and BGP route advertising to lease public IPs.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Load Balancing
  - On-Premises
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes Service Type LB for On Prem Deployments'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://itnext.io/kubernetes-silent-pod-killer-104e7c8054d9:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article investigates the elusive scenarios where the Linux kernel
    OOM killer terminates container processes silently without registering a clean
    Kubernetes OOMKilled status. This discrepancy occurs when sub-processes within
    a container are targeted, leaving the main container entrypoint running but degraded.
    The author shares advanced debugging tips utilizing system logs and container
    runtimes to detect these hidden failures.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - OOMKilled
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes Silent Pod Killer'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://itnext.io/kubernetes-statefulset-initialization-with-unique-configs-per-pod-7e02c01ada65:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Demystifies the deployment of dynamic configurations inside stateful
    cluster topologies. Explains how to leverage initContainers to dynamically configure
    peer IDs, specific properties, and individual identities on a per-pod basis.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Workloads
  - StatefulSets
  - Configuration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes StatefulSet Initialization with Unique Configs per
    Pod'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-vertical-pods-scaling-with-vertical-pod-autoscaler-e2e5a3b8e1a9:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A thorough walkthrough detailing the components and workflow of the
    VPA. Illustrates the mechanics of utilizing resource recommendations to dynamically
    adjust container resource boundaries without administrative intervention.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Resource Management
  - Vertical Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes: vertical Pods scaling with Vertical Pod Autoscaler'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://itnext.io/kubernetes-what-are-endpoints-3cc9e769b614:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A focused breakdown of the connection mapping layers between Service
    abstractions and Pod targets. Explains how the endpoint controller processes selectors,
    manages Endpoints objects, and updates packet-routing maps on cluster nodes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Service Abstraction
  - Endpoints
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubernetes: what are Endpoints'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/kubernetes-yaml-tips-and-tricks-904a2c0b2b81:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An ITNext tutorial compilation detailing advanced YAML tips and tricks
    for Kubernetes. It explains how to combine multiple YAML documents, optimize resource
    blocks, and safely check designs using dry-run flags. It is a highly practical
    reference for application operators.
  language: YAML
  resource_type: article
  complexity: intermediate
  hierarchy:
  - Cloud Native Operations
  - Kubernetes
  - Configuration Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "itnext.io: Kubernetes YAML Tips | Daniele Polencic \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://itnext.io/kubesphere-a-new-pluggable-kubernetes-application-management-platform-bf078b9f3330:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Explores the modular and pluggable architecture of KubeSphere, showing
    how enterprises can customize their deployments by enabling or disabling components
    like DevOps, Service Mesh, and Logging/Monitoring. Discusses native application
    lifecycle management integrations. (Live Grounding: Underlines KubeSphere''s strategic
    market position as a flexible, lower-overhead alternative to Red Hat OpenShift).'
  language: Go
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Container Platforms
  - Enterprise Platforms
  - KubeSphere
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: KubeSphere: A New Pluggable Kubernetes Application Management
    Platform'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://itnext.io/kubexpose-a-kubernetes-operator-for-fun-and-profit-f528586eee07:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical walk-through detailing the development of Kubexpose, an
    experimental custom controller designed to simplify cluster service exposure rules.
  language: N/A
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Resources
  - Education
  - Hands-on Development
  - Operators
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'itnext.io: Kubexpose: A Kubernetes Operator, for fun and profit!'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://itnext.io/labels-and-annotations-in-kubernetes-234944b0f7ab:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Contrasts the mechanical functions of Kubernetes Labels (used for query
    selection and resource grouping) and Annotations (used to attach non-identifying
    operational metadata for integration tools).
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Core Mechanics
  - Metadata Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Labels & Annotations in Kubernetes | Daniele Polencic'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/lessons-learned-from-managing-a-kubernetes-cluster-for-side-projects-780fbbacf36c:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A pragmatic breakdown of cost-efficiency structures and management workloads
    on Google Kubernetes Engine (GKE) for non-enterprise developers. Offers hands-on
    advice on resource requests, limits, node pools, and custom ingress solutions.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Case Studies
  - GKE Deployment
  - Cost Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Lessons learned from managing a Kubernetes cluster for side projects
    (GKE)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/lifecycle-of-kubernetes-network-policies-749b5218f684:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Delves into designing, deploying, and maintaining NetworkPolicies throughout
    an application lifecycle. Promotes a default-deny security posture for ingress/egress
    and outlines tooling to audit network state.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Network Security
  - Network Policies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Lifecycle of Kubernetes Network Policies and Best Practices'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/logging-in-kubernetes-with-loki-and-the-plg-stack-93b27c90ec34:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed implementation guide for deploying the PLG (Prometheus, Loki,
    Grafana) stack on Kubernetes. Illustrates logging agent configurations that offer
    a lightweight alternative to EFK.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Log Management
  - Kubernetes Logging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Logging in Kubernetes with Loki and the PLG Stack'
  addition_method: manual
  v2_locations:
  - grafana.md
https://itnext.io/manage-auto-generated-secrets-in-your-helm-charts-5aee48ba6918:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This guide offers solutions for the common problem of auto-generated
    secrets regenerating during standard Helm upgrade sequences. It provides explicit
    templating configurations designed to persist existing cluster values instead
    of replacing them. This strategy avoids service downtime in dependent microservices
    due to credential mismatches.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Secret Management
  - Helm Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: Manage Auto-generated Secrets In Your Helm Charts \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://itnext.io/manage-redis-on-aws-from-kubernetes-eeadba7eb889:
  addition_method: manual
  ai_summary: Curator Insight describes how to manage AWS ElastiCache for Redis directly
    from Kubernetes. Live Grounding highlights using AWS Controllers for Kubernetes
    (ACK) or Crossplane to define managed Redis instances as custom resources (CRDs).
    This unifies stateful cloud infrastructure management within standard GitOps workflows.
  complexity: Advanced
  content_hash: f3e66427cea7fa55436ea00b0d6ee0c98e8d8a3da18faa2066450689aba5ec5e
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - Managed Databases
  is_microservice: true
  language: English
  last_checked: 1779031096.648339
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'itnext.io: Manage Redis on AWS from Kubernetes'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://itnext.io/managing-kubernetes-secrets-securely-with-gitops-b8174b4f4d30:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A crucial guide explaining how to securely manage encrypted Kubernetes
    Secrets in public Git repositories using Mozilla SOPS, AWS KMS, and the Flux source/kustomize
    decryption drivers.
  language: YAML
  resource_type: Technical Article
  complexity: High
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Managing Kubernetes Secrets Securely with GitOps (SOPS + AWS
    KMS + Flux)'
  addition_method: manual
  v2_locations:
  - gitops.md
  - flux.md
https://itnext.io/managing-multiple-kubernetes-clusters-using-git-cd068bbd85ac:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This deep-dive explores multi-cluster Kubernetes fleet management using
    GitOps methodologies. It details Git-based declarative workflows using tools like
    ArgoCD or GitLab Agent for Kubernetes to maintain architectural parity across
    environment stages.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - GitOps
  - Kubernetes Management
  - Multi-Cluster
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Managing multiple Kubernetes clusters using Git \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://itnext.io/measuring-patching-cadence-on-kubernetes-with-gitops-353bc4a1d25:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Outlines a GitOps framework designed to measure, audit, and accelerate
    software patch delivery within Kubernetes clusters. Outlines the integration of
    automated image updates with PR-driven deployment logs to gauge team response
    velocity.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - GitOps
  - Policy & Compliance
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Measuring Patching Cadence on Kubernetes with GitOps'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/memory-requests-and-limits-in-kubernetes-1c9cd573b3ab:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'In-depth guide explaining how memory allocations behave on Linux/Kubernetes.

    - Discusses how the kernel manages memory limits, page cache, and anonymous memory.

    - Illustrates the precise conditions that trigger the Linux Out-of-Memory (OOM)
    killer.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Resource Planning
  - Memory Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: Memory Request + Limit in Kubernetes | Daniele Polencic \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/migrating-apache-spark-workloads-from-aws-emr-to-kubernetes-463742b49fda:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A highly granular migration case study describing the engineering process
    of moving Apache Spark analytical jobs from AWS EMR to Amazon EKS. Addresses key
    architectural trade-offs such as node grouping, instance types, spot instance
    lifecycle management, and driver/executor scheduling. Live Grounding underscores
    that moving Spark workloads to Kubernetes optimizes compute utilization and reduces
    vendor lock-in.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data & AI
  - Apache Spark
  - Cloud Migration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Migrating Apache Spark workloads from AWS EMR to Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-bigdata.md
https://itnext.io/monitoring-certificates-expiration-in-kubernetes-with-x-509-exporter-8030b69f611d:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical deployment reference for integrating the X.509 Certificate
    Exporter into Prometheus monitoring frameworks to track and alert on TLS/SSL certificate
    lifetimes inside Kubernetes. Prevents unexpected service disruptions stemming
    from expired certificates.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Observability
  - Security
  - Certificate Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Monitoring Certificates Expiration in Kubernetes with X.509 Exporter'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://itnext.io/monitoring-kubernetes-jobs-8adc241a7b60:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Targets the specific challenges of monitoring short-lived batch jobs
    and CronJobs inside Kubernetes. Outlines Prometheus query logic (PromQL) to detect
    run execution duration, failure codes, and long-running abandoned pods that bypass
    typical active deployment scraping rules.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Dynamic Component Monitoring
  - Workload Monitoring
  - Job & CronJob Execution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Monitoring Kubernetes Jobs'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://itnext.io/monitoring-kubernetes-workloads-with-prometheus-and-thanos-4ddb394b32c:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth article evaluating how to build a highly available, long-term
    metric monitoring system by integrating Prometheus with Thanos. It explores global
    query routing, object storage offloading strategies, and cross-cluster resource
    utilization metrics.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Observability
  - Metrics
  - High Availability Prometheus
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Monitoring Kubernetes workloads with Prometheus and Thanos'
  addition_method: manual
  v2_locations:
  - grafana.md
https://itnext.io/monitoring-spark-streaming-on-k8s-with-prometheus-and-grafana-e6d8720c4a02:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: In-depth guide on scraping Apache Spark streaming analytics metrics
    running on Kubernetes. Explains the integration of Prometheus JMX exporter configurations
    with custom Grafana visualizations for stream latency.
  language: Scala
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Big Data Monitoring
  - Apache Spark
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Monitoring Spark Streaming on K8s with Prometheus and Grafana'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://itnext.io/multi-cloud-and-multi-cluster-declarative-kubernetes-cluster-creation-and-management-with-cluster-6df8efdc2a89:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep-dive technical article illustrating the design patterns behind
    Cluster API (CAPI v1alpha3) for multi-cloud and bare-metal cluster deployments.
    It details how CAPI separates infrastructure provisioning from cluster bootstrapping
    via clean Custom Resource Definitions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Provisioning
  - Declarative Infrastructure
  - Articles
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'itnext.io: Multi-Cloud and Multi-Cluster Declarative Kubernetes Cluster
    Creation and Management with Cluster API (CAPI — v1alpha3)'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://itnext.io/multi-cluster-kubernetes-networking-with-netmaker-bfa4e22eb2fb:
  description: '- [NetMaker](https://github.com/gravitl/netmaker) Netmaker makes networks
    with WireGuard. Netmaker automates fast, secure, and distributed virtual networks.'
  year: '2022'
  stars: 0
  ai_summary: Tutorial on structuring dynamic multi-cluster virtual topologies using
    Netmaker. Leverages WireGuard to automate fast, low-overhead encrypted overlays
    bridging distributed pods.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Multi-Cluster
  - WireGuard VPN
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Multi-Cluster Kubernetes Networking with Netmaker'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://itnext.io/multi-tenancy-in-kubernetes-332ff88d55d8:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: Analyzes structural challenges in multi-tenant environments. Compares
    custom scheduling constraints, network topology plans, and native resource limits
    for hosting multi-tenant deployments.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Multi-Tenancy in Kubernetes | Daniele Polencic \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/my-journey-to-hashicorp-certified-terraform-associate-f91f397a01e0:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'An educational guide tracking preparation strategies for the HashiCorp
    Certified: Terraform Associate exam. The article breaks down foundational concepts
    like provider configuration, local state operations, modules, and execution commands,
    serving as a structured roadmap for engineers.'
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Certifications
  - Terraform Associate
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: My Journey to HashiCorp Certified: Terraform Associate'
  addition_method: manual
  v2_locations:
  - terraform.md
https://itnext.io/necessary-culture-change-with-gitops-2c63f4fe9604:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines the fundamental cultural changes required to onboard developer
    and operational teams to a GitOps model, emphasizing the pivot from localized
    server scripting to trust in central automated reconciliation systems.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Necessary Culture Change with GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://itnext.io/network-isolated-aks-part-1-controlling-network-traffic-2cd0e045352d:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details architectural considerations for building network-isolated AKS
    clusters. Explains integrating custom User-Defined Routes (UDR) and Azure Firewall
    to handle and monitor egress traffic. Essential for compliant financial or healthcare
    setups demanding rigorous data isolation.
  language: Terraform/Bash
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Network Security
  - Network Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Network Isolated AKS — Part 1: Controlling network traffic'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://itnext.io/observability-at-scale-52d0d9a5fb9b:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An engineering blueprint addressing observability architecture at scale.
    It covers how to handle extreme metric ingestion rates, reduce high metric cardinality
    overheads, structure federated Prometheus servers, and deploy Thanos for long-term
    historical storage and global query capabilities.
  language: N/A
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Scale & Architecture
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Observability at Scale'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://itnext.io/observing-grpc-based-microservices-on-amazon-eks-running-istio-77ba90dd8cc0:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An observability-focused lab demonstrating how to monitor gRPC network
    flows inside Amazon EKS clusters running Istio. Covers Prometheus metric ingestion
    and Envoy access log configurations specifically optimized for HTTP/2 payloads.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - EKS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Observing gRPC-based Microservices on Amazon EKS running Istio'
  addition_method: manual
  v2_locations:
  - istio.md
https://itnext.io/opentelemetry-understanding-sli-and-slo-with-opentelemetry-demo-74c1d0b263b0:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architectural deep-dive evaluating Service Level Indicators (SLIs)
    and Service Level Objectives (SLOs) within an active OpenTelemetry distributed
    microservices demo. Explores Prometheus alerts, collector architecture, and structured
    telemetry processing.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Observability
  - OpenTelemetry
  - Reliability Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: OpenTelemetry — Understanding SLI and SLO with OpenTelemetry
    Demo'
  addition_method: manual
  v2_locations:
  - demos.md
https://itnext.io/performing-security-checks-for-deployed-kubernetes-manifests-fa9d442b7951:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Reviews technical methods to assess security profiles of Kubernetes
    configurations prior to cluster deployment. Explains standard static evaluation
    tools and custom policy syntax like Open Policy Agent (OPA) or Kyverno. Focuses
    on integrating these guardrails directly within pull request pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Static Analysis
  - Manifest Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Performing Security Checks for Deployed Kubernetes Manifests'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://itnext.io/platform-as-code-how-it-compares-with-infrastructure-as-code-and-what-it-enables-2684b348be2e:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Delineates the evolution from standard Infrastructure-as-Code (IaC)
    to Platform-as-Code (PaC), where platform teams deliver fully orchestrated, self-service
    developer environments. Highlights how defining platforms declaratively abstracts
    raw cloud interfaces, simplifying application lifecycle deployment.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Infrastructure-as-Code
  - Platform Engineering
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Platform-as-Code: how it relates to Infrastructure-as-Code and
    what it enables'
  addition_method: manual
  v2_locations:
  - iac.md
https://itnext.io/pod-rebalancing-and-allocations-in-kubernetes-df3dbfb1e2f9:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: Analyzes Kubernetes eviction mechanisms, voluntary/involuntary pod disruption
    patterns, and descheduling strategies. Highlights the critical operational trade-offs
    of pod rebalancing and how Kubelet triggers evictions under memory and disk pressure
    scenarios.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Compute
  - Pod Scheduling
  - Resource Allocation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: POD rebalancing and allocations in kubernetes | Daniele Polencic
    \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/principles-patterns-and-practices-for-effective-infrastructure-as-code-e5f7bbe13df1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Maps out foundational engineering principles applied to Infrastructure
    as Code (IaC), including modular design, idempotency, and automated testing. These
    practices ensure underlying infrastructure layouts remain stable and predictable.
    This structural guidance is crucial to building scaling pipelines that feed into
    GitOps controllers.
  language: Terraform
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - Infrastructure as Code
  - Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Principles, Patterns, and Practices for Effective Infrastructure
    as Code'
  addition_method: manual
  v2_locations:
  - gitops.md
https://itnext.io/processes-for-12-factor-microservice-applications-70551a9021b:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Unpacks Factor VI (Processes), requiring apps to run as stateless, shared-nothing
    executions. Details how to handle sticky sessions externally via Redis and run
    dynamic workloads cleanly across Kubernetes pods.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Processes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Processes — for 12-factor Microservice Applications'
  addition_method: manual
  v2_locations:
  - introduction.md
https://itnext.io/prometheus-with-grafana-using-ansible-549e575c9dfa:
  description: '- [github.com/MiteshSharma/PrometheusWithGrafana](https://github.com/MiteshSharma/PrometheusWithGrafana)'
  year: '2020'
  stars: 0
  ai_summary: Step-by-step developer guide showing the unified deployment of Prometheus
    and Grafana onto target servers using automated Ansible configuration blocks.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Infrastructure Visualization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: itnext.io/prometheus-with-grafana-using-ansible-549e575c9dfa
  addition_method: manual
  v2_locations:
  - prometheus.md
https://itnext.io/prometheus-yet-another-cloudwatch-exporter-collecting-aws-cloudwatch-metrics-806bd34818a8:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This article introduces 'YACE' (Yet Another CloudWatch Exporter), a
    high-performance Go-based exporter designed to retrieve AWS CloudWatch metrics.
    By utilizing AWS API calls optimally, YACE reduces AWS API transactional costs
    compared to the official Java-based CloudWatch exporter.
  language: Go
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - AWS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io - Prometheus: yet-another-cloudwatch-exporter — collecting AWS
    CloudWatch metrics'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://itnext.io/protecting-your-kubernetes-environment-with-kubearmor-76b02fc2209b:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical walkthrough analyzing the step-by-step enforcement of restrictive
    system-level controls using KubeArmor profiles. It details how security policies
    are configured to block unauthorized host accesses and restrict specific binary
    executions. This architectural pattern isolates critical application environments
    from potential lateral container breakout scenarios.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Runtime Security
  - KubeArmor Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Protecting Your Kubernetes Environment With KubeArmor'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://itnext.io/python-yaml-and-kubernetes-the-art-of-mastering-configuration-cd60029b3f62:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An ITNext article demonstrating how to programmatically read, validate,
    and alter complex Kubernetes manifests using Python and PyYAML. It explains how
    to build custom pre-deployment filters and automate manifest adjustments. This
    is an excellent read for platform teams building GitOps validation steps.
  language: Python
  resource_type: article
  complexity: advanced
  hierarchy:
  - Cloud Native Operations
  - Kubernetes
  - Advanced Templating
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'itnext.io: Python, YAML, and Kubernetes — The Art of Mastering Configuration'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://itnext.io/reference-other-values-in-helm-chart-values-file-19d44d9276c7:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights an advanced strategy for referencing parameters dynamically
    within a single Helm values.yaml file. Reduces configuration duplication through
    strategic use of self-referencing YAML anchors or templated overrides.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Design Patterns
  - Advanced Templating
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Reference Other Values in Helm Chart Values File'
  addition_method: manual
  v2_locations:
  - helm.md
https://itnext.io/replace-docker-desktop-with-lima-88ec6f9d6a19:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A deep-dive replacement guide migrating development workflows from macOS
    Docker Desktop to Lima. Operates via lightweight Linux virtual machines, ensuring
    automated file sharing, port forwarding, and integration with nerdctl and containerd.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform
  - Development Environments
  - macOS Virtualization
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Replace Docker Desktop with lima'
  addition_method: manual
  v2_locations:
  - docker.md
https://itnext.io/resizing-statefulset-persistent-volumes-with-zero-downtime-916ebc65b1d4:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly valuable technical guide detailing how to resize StatefulSet
    Persistent Volumes with zero downtime. It details the complex mechanics of updating
    CSI drivers, triggering file system expansion, and safely editing stateful configurations
    online.
  language: N/A
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Kubernetes Storage Implementation
  - Stateful Operations
  - Volume Resizing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "itnext.io: Resizing StatefulSet Persistent Volumes with zero downtime \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://itnext.io/run-kubernetes-on-your-machine-7ee463af21a2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A developer-focused guide covering local Kubernetes provisioning alternatives.
    Evaluates resource overhead, file synchronization speeds, network configurations,
    and host integration points across different platforms.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Local Kubernetes Environments
  - Single-Node Clusters
  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Run Kubernetes On Your Machine'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://itnext.io/running-k3s-workload-in-a-restricted-environment-c2f593d19005:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: A specialized systems security post describing step-by-step procedures
    to configure K3s inside isolated, air-gapped corporate environments with strict
    proxy policies.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Edge & IoT
  - Security
  - Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Running K3S workload in a restricted environment'
  addition_method: manual
  v2_locations:
  - rancher.md
https://itnext.io/running-production-workloads-in-eks-using-spot-instances-fc6808a7b462:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Practical implementation guide for orchestrating highly available production
    applications on cost-effective AWS Spot Instances. Synthesizes node-termination
    handlers, pod disruption budgets, and multi-instance-type autoscaling groups to
    manage interruptions.
  language: N/A
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Cost Optimization
  - Spot Instancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Running resilient workloads in EKS using Spot instances'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://itnext.io/running-your-microservices-securely-on-aks-417a110b2e76:
  description: "- [medium: Secure your Microservices on AKS — Part 2 \U0001F31F](https://medium.com/microsoftazure/secure-your-microservices-on-aks-part-2-5496bf2ba00c)"
  year: '2020'
  stars: 0
  ai_summary: An in-depth security architecture guide covering secure microservices
    deployment on AKS. Leverages Azure Active Directory (AAD) Pod Identity (and modern
    Workload Identity shifts) along with network security policies. Details methods
    to restrict pod-to-pod communications, configure secret vaults, and enforce security
    baselines at the runtime layer.
  language: Terraform/YAML
  resource_type: Blog Post Series
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Microservices Security
  - Pod Security & Identities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "medium: Secure your Microservices on AKS — Part 1 \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://itnext.io/scaling-my-app-serverless-vs-kubernetes-cdb8adf446e1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep-dive technical comparison contrasting serverless scaling models
    against container orchestration platforms like Kubernetes. Breaks down cost efficiency,
    resource management overhead, cold starts, scale-to-zero capabilities, and developer
    productivity trade-offs.
  language: English
  resource_type: Technical Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Comparative Systems
  - Scalability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: Scaling My App: Serverless vs Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
https://itnext.io/secrets-injection-from-external-vault-into-kubernetes-poc-83a52c8cf5cb:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An advanced technical proof of concept exploring runtime secrets injection
    into Kubernetes pods using external Vault servers. Analyzes security characteristics,
    local memory mounts (tmpfs), and webhook manipulation methods to completely decouple
    credentials storage from Kubernetes etcd.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - Kubernetes Sidecar Injection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Secrets injection at runtime from external Vault into Kubernetes
    — POC'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://itnext.io/secure-azure-cosmos-db-access-by-using-azure-managed-identities-55f9fdf48fda:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Details how to configure secretless authentication for Azure Cosmos
    DB databases using System-Assigned and User-Assigned Managed Identities. In 2026,
    avoiding static connection strings by utilizing native Entra ID RBAC data planes
    is the standard pattern for securing cloud-native microservice applications.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Identity & Access
  - Cloud Security
  - Workload Identity
  - Managed Identities
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'itnext.io: Secure Azure Cosmos DB access by using Azure Managed Identities'
  addition_method: manual
  v2_locations:
  - azure.md
https://itnext.io/securely-decoupling-applications-on-amazon-eks-using-kafka-with-sasl-scram-48c340e1ffe9:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details secure-connectivity configurations for microservices running
    inside Amazon EKS communicating with Apache Kafka clusters. Focuses on setting
    up SASL/SCRAM authentication, certificate management, and Kubernetes namespace
    access bounds.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Securely Decoupling Kubernetes-based Applications on Amazon EKS
    using Kafka with SASL/SCRAM'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://itnext.io/securing-kubernetes-workloads-a-practical-approach-to-signed-and-encrypted-container-images-ff6e98b65bcd:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A deep technical analysis of combining container image signing with
    encryption to secure sensitive application code in shared registries. It discusses
    utilizing containerd and OCI registry standards to decrypt images securely at
    the node level. Provides a robust defense-in-depth framework for multi-tenant
    clusters.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Kubernetes Security
  - Image Encryption
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'itnext.io: Securing Kubernetes Workloads: A Practical Approach to Signed
    and Encrypted Container Images'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://itnext.io/sending-messages-to-kafka-cfb5a246f5eb:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A configuration-focused guide showing how to reliably publish message
    event payloads from Kubernetes application workloads to external Kafka clusters.
    Details setup considerations for internal DNS, headless service mappings, and
    environment variables.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Sending Messages to Kafka in Kubernetes'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://itnext.io/service-mesh-testing-tools-frameworks-open-source-7904ee222298:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Explores open-source test frameworks and strategies designed for service
    meshes. Shows how to run load testing, simulate complex network outages, and validate
    telemetry and security policies under load.
  language: Go
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Service Mesh Testing — Tools & Frameworks (Open Source)'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://itnext.io/setup-a-private-git-repository-in-kubernetes-with-gitea-64f5ea1e5070:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A granular blueprint detailing the deployment of a private, production-grade
    Gitea platform inside a Kubernetes cluster. Outlines Helm configuration, storage
    class assignments, and ingress controls for secure Git over SSH workflows.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Version Control
  - Kubernetes Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Setup a Private Git-Repository in Kubernetes with Gitea'
  addition_method: manual
  v2_locations:
  - git.md
https://itnext.io/slos-should-be-easy-say-hi-to-sloth-9c8a225df0d4:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Walkthrough exploring how Sloth helps teams declare Service Level Objectives
    as code. Translates high-level metrics guidelines into functional alerting matrices
    without writing raw PromQL equations.
  language: None
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - SLAs & SLOs
  - Generators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: SLOs should be easy, say hi to Sloth \U0001F31F"
  addition_method: manual
  v2_locations:
  - prometheus.md
https://itnext.io/software-development-in-containers-a-cookbook-2ba14d07e535:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive developer cookbook outlining containerized development
    workflows. Details multi-stage Docker builds, development-time mounts, image layer
    caching optimization, and secure packaging designs.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering Practices
  - Containerized Workflows
  - Cookbooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Software development in containers — a cookbook \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
  - kubernetes-based-devel.md
https://itnext.io/software-development-is-misunderstood-quality-is-fastest-way-to-get-code-into-production-f1f5a0792c69:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A compelling thought piece highlighting software quality as an accelerator
    of release cycles. Argues that sound design patterns, unit-testing suites, and
    code refactoring reduce downstream bug resolution times.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Methodology
  - Engineering Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itnext.io: Software Development Is Misunderstood \U0001F31F"
  addition_method: manual
  v2_locations:
  - qa.md
https://itnext.io/sonarqube-running-tests-from-jenkins-pipeline-from-docker-7740702b6f42:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Demonstrates executing static security tests during automated container-based
    Jenkins workflows. Explores Docker volume mapping, token handling, and multi-stage
    pipeline configuration.
  language: Groovy
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Continuous Integration
  - CI/CD Pipelines
  - Jenkins Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'itnext.io: SonarQube: running tests from Jenkins Pipeline in Docker'
  addition_method: manual
  v2_locations:
  - sonarqube.md
https://itnext.io/state-of-persistent-storage-in-k8s-a-benchmark-77a96bb1ac29:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A granular performance evaluation of stateful storage engines in Kubernetes
    environments, including OpenEBS, Rook-Ceph, and Longhorn. This benchmark measures
    key execution indicators like latency, IOPS, and CPU utilization, guiding system
    architects in selecting high-performance storage backends for critical databases.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Benchmarking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: State of Persistent Storage in K8s — A Benchmark'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://itnext.io/stateful-workloads-in-kubernetes-e49b56a5959:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A granular blueprint on configuring stateful workloads inside Kubernetes
    clusters. Details the practical implementation of Headless Services, stable network
    identifiers, local persistent volumes, and graceful cluster shutdowns.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Data on Kubernetes
  - Stateful Architecture
  - Operational Guide
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'itnext.io: How to Run Databases in Kubernetes'
  addition_method: manual
  v2_locations:
  - databases.md
https://itnext.io/sticky-sessions-and-canary-releases-in-kubernetes-8c45de2b0a2e:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Examines advanced routing configurations using NGINX Ingress Controller
    to implement sticky sessions in canary rollouts. Details how to direct user session
    pools safely to dynamic new feature pods without interrupting session persistence.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Traffic Management
  - Ingress
  - Canary Deployments
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'itnext.io: Sticky sessions canary releases in kubernetes Daniele Polencic'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/stupid-simple-scalability-dc4a7fbe67d6:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An easy-to-read conceptual architecture analysis outlining the pillars
    of horizontally scalable application design. Covers state decoupling, database
    indexing, and utilizing caching to guarantee high system availability.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Architecture & Strategy
  - Scalability Foundations
  - System Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Stupid Simple Scalability'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://itnext.io/stupid-simple-service-mesh-what-when-why-e9be9e5f4d41:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A pragmatic introduction clarifying the core definitions, operational
    mechanics, and architectural justifications for a service mesh. Features simple,
    clear logic matrices to determine whether standard ingress controls are sufficient.
  language: None
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: Stupid Simple Service Mesh — What, When, Why \U0001F31F"
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://itnext.io/successful-short-kubernetes-stories-for-devops-architects-677f8bfed803:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A compilation of brief, high-impact architectural case studies illustrating
    real-world engineering failures and subsequent triumphs. It covers troubleshooting
    container networking, node resource exhaustion, and complex ingress rules.
  language: English
  resource_type: Article Collection
  complexity: Intermediate
  hierarchy:
  - Case Studies
  - Production Stories
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Successful & Short Kubernetes Stories For DevOps Architects'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/tagged/jenkins-x:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curated feed of tech posts detailing practical, hands-on implementations
    and configurations of Jenkins X within multi-cloud containerized environments.
    Useful for tracing evolution patterns.
  language: English
  resource_type: Webpage
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Kubernetes Native
  - Jenkins X
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: itnext.io/tagged/jenkins-x
  addition_method: manual
  v2_locations:
  - jenkins.md
https://itnext.io/tagged/kubernetes:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: ITNext's Kubernetes publication channels highly technical, deep-dive
    articles authored by practicing engineers. Topics heavily favor custom controllers,
    eBPF telemetry, service mesh performance, and advanced GitOps architectures.
  language: English
  resource_type: Technical Publication
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Advanced Engineering
  - Technical Publications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: itnext.io/tagged/kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/temporary-storage-for-kubernetes-pods-f8330ad8db88:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical guide detailing ephemeral, temporary storage options (emptyDir,
    hostPath, downwardAPI) for Kubernetes pods. It details how runtime engines leverage
    ephemeral storage limits to protect against disk exhaustion on shared nodes.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes Storage Implementation
  - Volume Fundamentals
  - Ephemeral Storage
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Temporary Storage for Kubernetes Pods'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://itnext.io/terraform-dont-use-kubernetes-provider-with-your-cluster-resource-d8ec5319d14a:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'An essential warning on a common architectural anti-pattern: configuring
    the Terraform Kubernetes provider to authenticate dynamically with a cluster declared
    inside the same workspace execution run. Explains why dynamic provider instantiation
    causes state locking errors and plan-time dependency loops.'
  language: HCL
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Anti-Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "itnext.io: Terraform: don’t use kubernetes provider with your cluster resource!
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://itnext.io/testing-the-operator-sdk-and-making-a-prefetch-mechanism-for-kubernetes-7508577efdd7:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: This technical article walks through testing operators built with the
    Operator SDK. It details how to build dynamic prefetch mechanics to download image
    assets to target nodes prior to scheduling pods.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Extensibility & Development
  - Frameworks & Tooling
  - Guides & Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Testing the Operator SDK and making a prefetch mechanism for
    Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://itnext.io/the-subtleties-of-ensuring-zero-downtime-during-pod-lifecycle-events-in-kubernetes-6461c12f7736:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A precise structural analysis of container lifecycle timings during
    rolling deployments. Addresses termination grace periods, readiness probes, and
    preStop hooks required to prevent routing discrepancies during pod termination.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Reliability
  - Zero Downtime
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'itnext.io: The subtleties of ensuring zero downtime during pod lifecycle
    events in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/tips-tricks-for-cka-ckad-and-cks-exams-cc9dade1f76d:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A strategic prep guide detailing exam-taking patterns, terminal optimization
    tricks, and alias setups designed to maximize efficiency under exam pressure.
    It covers imperative command generation (such as kubectl run and dry-run flags),
    context switching, and debugging procedures across Linux Foundation certifications.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Training
  - Certification
  - Preparation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Tips & Tricks for CKA, CKAD and CKS exams'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/top-10-ways-to-protect-eks-workloads-from-ransomware-ae96d1c1e839:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Aggregates critical tactical recommendations to defend EKS environments
    from ransomware vectors. Covers immutability configurations for persistent volumes,
    robust IAM role isolation, network policies, and scanning container images within
    CI/CD loops.
  language: N/A
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Security & Hardening
  - Ransomware Defense
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Top 10 Ways to Protect EKS Workloads from Ransomware'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://itnext.io/top-6-threat-detection-tools-for-containers-3dd80b77777e:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A high-level technical assessment of the top six real-time threat detection
    technologies engineered for containers. It contrasts kernel-level trace systems
    (like eBPF) with agentless static scanners to highlight their unique benefits.
    This overview assists in building a comprehensive, multi-layered threat mitigation
    stack.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Threat Detection
  - Container Monitoring Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Top 6 Threat Detection Tools for Containers'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://itnext.io/tracing-pod-to-pod-network-traffic-in-kubernetes-112523a325b2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: When service-to-service communication fails silently, engineers must
    dive deep into packet inspection. This tutorial guides readers through capture
    techniques, using tools like tcpdump and Wireshark inside container network namespaces
    to trace pod-to-pod traffic. It addresses the complexity of tracing traffic within
    overlay networks and virtual ethernet pairs.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Networking
  - Packet Tracing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Tracing Pod2Pod Network Traffic in Kubernetes | Daniele Polencic'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://itnext.io/traffic-shaping-with-kubernetes-and-istio-7e44fbfca200:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step exploration of traffic shaping options inside Istio,
    including request shadowing, percentage-based splits, and fault injection strategies
    designed to proactively test system limits and resilience patterns.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Traffic Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Taffic Shaping - Kubernetes & Istio | Daniele Polencic'
  addition_method: manual
  v2_locations:
  - istio.md
https://itnext.io/understanding-kubectl-explain-9d703396cc8:
  description: ''
  addition_method: manual
  content_hash: d77e45f545d94e78b1b36db21a27d8e05142dc41bea2186451515607f0ad3ad8
  health_score: 100.0
  last_checked: 1779029340.756789
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2026'
  ai_summary: An analytical guide showcasing how to leverage 'kubectl explain' to
    dynamically inspect Custom Resource Definitions (CRDs). By querying the discovery
    API, platform engineers can navigate deeply nested custom resource structures
    and ensure compliance with schemas registered via operator patterns.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - CLI & Debugging
  is_microservice: false
  title: '==itnext.io: Using ‘kubectl explain’ for Custom Resources=='
https://itnext.io/unleashing-the-power-of-kubernetes-1-26-56979ee667fd:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An in-depth guide on the ValidatingAdmissionPolicy introduced in Kubernetes
    1.26. Leveraging the Common Expression Language (CEL), cluster administrators
    can write and enforce custom admission validation rules inside the API Server
    without deploying external webhook architectures. This provides a highly performant,
    declarative security mechanism that reduces control plane latency.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Policies
  - CEL Admission
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Unleashing the Power of Kubernetes 1.26: Exploring the New ValidatingAdmissionPolicy
    Feature with CEL'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://itnext.io/upgrade-cert-manager-for-your-production-deployment-without-downtime-ee5d32fabec8:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly technical guide focusing on upgrading production cert-manager
    instances without cluster downtime. Addresses API version deprecations, webhook
    migrations, and handling CRD migrations smoothly.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - PKI & Certificates
  - cert-manager
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Upgrade Cert-Manager for Your Production Deployment Without Downtime'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://itnext.io/using-aws-nlb-manually-targeting-an-eks-service-exposing-udp-traffic-17053ecd8f52:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Advanced engineering tutorial outlining the manual provisioning and
    targeting configurations of Network Load Balancers (NLB) to handle inbound UDP
    traffic natively to pod layers on EKS.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Networking
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Using AWS NLB manually targeting an EKS Service exposing UDP
    traffic'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://itnext.io/using-rook-on-a-k3s-cluster-8a97a75ba25e:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical guide outlining the configuration and installation steps
    required to run Rook-Ceph on lightweight, resource-constrained K3s clusters. It
    explains structural modifications needed to optimize enterprise storage frameworks
    for edge compute environments and development setups.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Lightweight Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Using Rook On A K3s Cluster'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://itnext.io/vault-cluster-with-auto-unseal-on-kubernetes-8e469f9cdcfd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed structural guide for configuring an enterprise-grade, highly
    available HashiCorp Vault cluster in Kubernetes. Features automated unsealing
    integrations using cloud KMS systems (AWS KMS/GCP KMS) to remove manual keys dependencies.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - HashiCorp Vault
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Vault cluster with auto unseal on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://itnext.io/why-and-how-of-kubernetes-ingress-and-networking-6cb308ca03d2:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Deconstructs the underlying flow of external traffic traversing through
    Ingress controllers down to the target endpoints. Outlines why standard Layer
    4 proxies fall short for advanced routing and explains how Layer 7 controllers
    dynamically reload configurations dynamically upon API changes.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Fundamentals
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "itnext.io: Why and How of Kubernetes Ingress (and Networking) \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://itnext.io/why-do-developers-find-kubernetes-hard-6532e8d6ce7f:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Diagnoses the cognitive load and operational hurdles associated with
    exposing raw Kubernetes interfaces directly to application developers. It analyzes
    the friction created by complex network topologies, YAML verbosity, and security
    policies, making the case for platform abstraction layers and custom developer
    portals.
  language: Agnostic
  resource_type: Opinion Piece
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Developer Experience
  - Kubernetes Usability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itnext.io: Why do developers find Kubernetes so hard?'
  addition_method: manual
  v2_locations:
  - crossplane.md
https://itnext.io/working-with-kubernetes-configmaps-part-1-volume-mounts-f0ace283f5aa:
  description: '- [itnext.io: Working with kubernetes configmaps, part 2: Watchers](https://itnext.io/working-with-kubernetes-configmaps-part-2-watchers-b6dd0e583d71)'
  year: '2022'
  stars: 0
  ai_summary: Contrast study comparing dynamic ConfigMap directory updates against
    subPath volume mounts. Reviews how runtime container systems monitor symlink changes
    and the resulting operational pitfalls for daemon configurations.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Configuration
  - ConfigMaps
  - Synchronization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Working with kubernetes configmaps, part 1: volume mounts'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/working-with-kubernetes-configmaps-part-2-watchers-b6dd0e583d71:
  addition_method: manual
  content_hash: c4642098338acc234520b707627e5e04ae4e9f2ec2a8926586abef71e2ab2480
  description: ''
  health_score: 100.0
  last_checked: 1779033586.297706
  stars: 0
  title: 'itnext.io: Working with kubernetes configmaps, part 2: Watchers'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://itnext.io/working-with-the-kubernetes-api-587bc5941992:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Demonstrates programmatic interactions with the Kubernetes REST API.
    Provides examples of tracking real-time events, querying statuses, and using service
    accounts to build internal operators.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - API Server
  - Architecture
  - Hands-on
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "itnext.io: Working with the kubernetes API | Daniele Polencic \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://itnext.io/writing-a-kubernetes-cli-in-go-a3970ad58299:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A focused developer guide for creating custom CLI tools for Kubernetes
    using Go. Teaches how to build Cobra command frames, handle kubeconfigs, and execute
    API calls through REST mappings.
  language: Go
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native & K8s
  - CLI Development
  - Go & Cobra
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itnext.io: Writing a Kubernetes CLI in Go'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://itnext.io/wsl2-tips-limit-cpu-memory-when-using-docker-c022535faf6f:
  description: ''
  addition_method: manual
  content_hash: e8bad0d63c57a2a71c844d7b0eab1b570481108796f312e07979c8c8fc24e753
  health_score: 100.0
  last_checked: 1779033805.644724
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2020'
  ai_summary: This technical guide explains how to prevent resource exhaustion on
    Windows by configuring a custom `.wslconfig` file to limit WSL 2's CPU and memory
    allocations. Without these boundaries, WSL 2's virtual machine can consume vast
    amounts of host resources during intensive builds or high-volume container runs.
    Applying these adjustments guarantees system stability and responsive workflows
    on developer machines.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Windows Subsystem for Linux
  - Resource Optimization
  is_microservice: false
  title: 'itnext.io: WSL2 Tips: Limit CPU/Memory When using Docker'
https://itnext.io/wth-is-a-operator-lifecycle-manager-873cf1661b04:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explains Operator Lifecycle Manager (OLM) as part of the Operator Framework.
    Highlights catalog management, automated dependency resolution, security upgrades,
    and dynamic operator scaling across production enterprise clusters.
  language: Go
  resource_type: Architectural Analysis
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itnext.io: Operator Lifecycle Manager'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
  - databases.md
https://itnext.io/you-dont-need-microservices-2ad8508b9e27:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Critically evaluates the industry's widespread push for microservices,
    highlighting cases of 'distributed monoliths' and unnecessary network overhead.
    Advocates for modular monolith designs as a better option for teams lacking the
    infrastructure capacity to manage distributed systems.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Microservices & Distributed Systems
  - Architecture Patterns
  - Anti-Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "itnext.io: You Don’t Need Microservices \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://itnext.iocloud-native-ci-cd-with-tekton-laying-the-foundation-a377a1b59ac0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033572.472247
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'itnext.io: Tekton Pipelines Kickstarter. Cloud Native CI/CD with Tekton''
    — Laying The Foundation'
  v1_locations:
  - docs/tekton.md
  v2_locations:
  - tekton.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering itnext.io:
    Tekton Pipelines Kickstarter. Cloud Native CI/CD with Tekton'' — Laying The Foundation
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://itrevolution.com/articles/get-started-with-team-topologies-in-8-steps:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical roadmap to implementing Team Topologies, focusing on identifying
    stream-aligned, platform, enabling, and complicated-subsystem teams. Provides
    concrete steps for reducing cognitive load and managing team interaction modes
    to improve flow and speed up product feedback loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Organizational Design
  - Team Topologies
  - Implementation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itrevolution.com: Get Started With Team Topologies In 8 Steps'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://itrevolution.com/articles/the-problem-with-org-charts:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores the friction between traditional hierarchical organizational
    charts and the dynamic, communication-focused patterns required for modern software
    delivery. Highlights how Conway's Law dictates that systems design mirrors communication
    structures, recommending shifting towards Team Topologies-aligned structures to
    streamline product delivery.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Organizational Design
  - Team Topologies
  - Team Structure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'itrevolution.com: The Problem With Org Charts'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://itrevolution.com/author/gene-kim:
  addition_method: manual
  content_hash: 6f51866e04b84b8bc8c034a1c814d562c174c736a0ecf55026c93e981f7a574b
  health_score: 100.0
  last_checked: 1779130495.029337
  v1_locations:
  - docs/devops.md
https://itrevolution.com/faculty/gene-kim:
  addition_method: manual
  content_hash: b83fef24ab0340f70f12d81cf38a2f6afa58ddb2e5c14b366efba176753abc58
  health_score: 100.0
  last_checked: 1779030419.110734
  v1_locations:
  - docs/devops.md
https://itrevolution.com/get-started-with-team-topologies-in-8-steps:
  addition_method: manual
  content_hash: f5f31d0c1889fec52864d5ec5b2cad5c7638512e2f4b565160ca7d0a2b5d9763
  description: ''
  health_score: 100.0
  last_checked: 1779031231.580792
  stars: 0
  status: online
  title: 'itrevolution.com: Get Started With Team Topologies In 8 Steps'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://itrevolution.com/the-problem-with-org-charts:
  addition_method: manual
  content_hash: 62ebd83060da79481ca89a22949ad2dece3148a845bbae3b27859939cd84b832
  description: ''
  health_score: 100.0
  last_checked: 1779033436.639247
  stars: 0
  status: online
  title: 'itrevolution.com: The Problem With Org Charts'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://itsfoss.com/exa:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator insight outlines `exa` as a rust-based colorized replacement
    for the traditional `ls` command. Live grounding signals that `exa` is now archived
    and deprecated; modern systems deploy `eza` to preserve safe directory printing
    and performance traits.
  language: Rust
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Command Line
  - Productivity
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: itsfoss.com/exa
  addition_method: manual
  v2_locations:
  - linux.md
https://itsfoss.com/gitter:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'An exploration of Gitter, a highly integrated developer-focused chat
    tool. Note: In late 2020, Gitter migrated its infrastructure to the Matrix network,
    moving away from legacy proprietary structures.'
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Collaboration
  - Chat Platforms
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'itsfoss.com: Gitter: A Cross-Platform Open Source Community Platform for
    Developers'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://itsfoss.com/htop-alternatives:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates advanced alternative monitoring frameworks like `btop`, `glances`,
    and `gtop`. Discusses graphic layouts, remote API telemetry integration, and individual
    performance profiling capabilities.
  language: C++
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Performance
  - Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'itsfoss.com: 5 htop Alternatives to Enhance Your Linux System Monitoring
    Experience'
  addition_method: manual
  v2_locations:
  - linux.md
https://itsopensource.com/how-to-reduce-node-docker-image-size-by-ten-times:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Illustrates strategies to reduce Node.js runtime image sizes by up to
    90%. Highlights multi-stage configurations, prune tools for dependencies, Alpine
    deployments, and build-time optimization.
  language: JavaScript
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Build Optimization
  - Node.js
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'itsopensource.com: How to Reduce Node Docker Image Size by 10X'
  addition_method: manual
  v2_locations:
  - docker.md
https://ittroubleshooter.in/run-parallel-build-kubernetes-cluster-jenkins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030558.444442
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "ittroubleshooter.in: Run Parallel Builds in Kubernetes Cluster with Jenkins'
    Pipeline \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ittroubleshooter.in:
    Run Parallel Builds in Kubernetes Cluster with Jenkins' Pipeline \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://iximiuz.ck.page/posts/ivan-on-containers-kubernetes-and-backend-development-12:
  addition_method: manual
  content_hash: 970e5e9b0b500a587bc850a7ab5823daa9348920e25fd9615935780434ef7aca
  description: ''
  health_score: 100.0
  last_checked: 1779033051.139564
  stars: 0
  status: online
  title: 'iximiuz.ck.page: Ivan on Containers, Kubernetes, and Backend Development'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://iximiuz.com/en/posts/container-learning-path:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A highly-rated, bottom-up container learning path created by Ivan Velichko.
    Traces container concepts back to bare-metal OS fundamentals, covering chroot,
    cgroups, linux namespaces, and runc.
  language: English
  resource_type: Syllabus
  complexity: Advanced
  hierarchy:
  - Containers & Orchestration
  - Container Architecture
  - OS Level Virtualization
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "iximiuz.com: Learning Containers From The Bottom Up | Ivan Velichko \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://iximiuz.com/en/posts/container-networking-is-simple:
  addition_method: manual
  content_hash: 9ac5d462a6d287c057b476e2d0afab3a6d2efe7c083b8d899494ed3cb3fbd595
  description: ''
  health_score: 100.0
  last_checked: 1779030967.61173
  review_metadata:
    original_url: https://iximiuz.com/en/posts/container-networking-is-simple
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.023355'
  stars: 0
  status: online
  title: 'iximiuz.com: Container Networking Is Simple!'
  v1_locations:
  - docs/docker.md
  - docs/networking.md
  year: N/A
https://iximiuz.com/en/posts/containerd-command-line-clients:
  addition_method: manual
  content_hash: 5190cb37c1f497ce69bac1c89ae6d954b9ae62e6e1fbb8b1349049e9c3e4811d
  description: ''
  health_score: 100.0
  last_checked: 1779034492.698267
  stars: 0
  status: online
  title: 'iximiuz.com: Why and How to Use containerd from the Command Line'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://iximiuz.com/en/posts/containers-101-attach-vs-exec:
  addition_method: manual
  content_hash: 40ef77a1ae0382685c8963a7a381fb40ff9096fdc46f001d507381bbb4c41b53
  description: ''
  health_score: 100.0
  last_checked: 1779030987.254995
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'iximiuz.com: Containers 101: attach vs. exec - what''s the difference?'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering iximiuz.com:
    Containers 101: attach vs. exec - what''s the difference? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://iximiuz.com/en/posts/containers-making-images-better:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep technical comparison of minimalist base image architectures (apko,
    Distroless, Chisel, DockerSlim) and their role in shrinking microservice attack
    surfaces. This guide walks through the trade-offs between packaging minimum system
    packages and compiling entirely distroless, binary-only configurations.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Image Optimization
  - Base Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'iximiuz.com: In Pursuit of Better Container Images: Alpine, Distroless,
    Apko, Chisel, DockerSlim, oh my!'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://iximiuz.com/en/posts/containers-vs-pods:
  addition_method: manual
  content_hash: 55e97a553682b6072a8143c79c4baf3e135e70ff707bb5d9a92bee7520627649
  description: ''
  health_score: 100.0
  last_checked: 1779033426.158727
  review_metadata:
    original_url: https://iximiuz.com/en/posts/containers-vs-pods
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.988113'
  stars: 0
  status: online
  title: '==iximiuz.com: Containers vs. Pods - Taking a Deeper Look=='
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://iximiuz.com/en/posts/docker-debug-slim-containers:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Introduces brilliant systems troubleshooting strategies for hardened
    distroless images containing no system shells. Details namespace sharing techniques,
    container attachment interfaces, and process-level inspection.
  language: Shell
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Containers
  - Diagnostics
  - Debugging Runtimes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "iximiuz.com: Docker: How To Debug Distroless And Slim Containers \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://iximiuz.com/en/posts/docker-publish-container-ports:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An elite architectural exploration of how published ports route traffic.
    Explains packet pathways from the host NIC through iptables, DNAT rules, virtual
    interfaces, and down to the application's listen sockets.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Containers & Orchestration
  - Docker Networking & Volumes
  - Networking
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "iximiuz.com: What Actually Happens When You Publish a Container Port \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://iximiuz.com/en/posts/docker-publish-port-of-running-container:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores advanced network diagnostic patterns to dynamically inject
    and expose port mappings on active, running Docker containers without lifecycle
    interruptions. Details underlying Linux namespaces, iptables configurations, and
    runtime API calls.
  language: Shell
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Containers
  - Docker Runtime
  - Network Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "iximiuz.com: How To Publish a Port of a Running Container \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://iximiuz.com/en/posts/kubernetes-api-call-simple-http-client:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A highly practical walk-through illustrating how to query the Kubernetes
    API securely from any external script or HTTP client. Focuses on certificate manipulation
    and authentication headers.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - API Server
  - Debugging
  - HTTP Client
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "iximiuz.com: How To Call Kubernetes API using Simple HTTP Client \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://iximiuz.com/en/posts/kubernetes-api-go-cli:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A master tutorial on constructing professional CLI integrations for
    Kubernetes. Highlights terminal output formats, localized API discovery caches,
    custom schema validations, and concurrency strategies.
  language: Go
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native & K8s
  - CLI Development
  - Go & Cobra
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'iximiuz.com: How To Develop Kubernetes CLIs Like a Pro'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://iximiuz.com/en/posts/kubernetes-api-go-types-and-common-machinery:
  addition_method: manual
  ai_summary: A masterfully structured tutorial on raw Kubernetes API mechanisms using
    Go's dynamic client and RESTClient abstractions. Explains complex API machinery
    concepts in clear, visual steps.
  complexity: Advanced
  content_hash: 17d3b56a67282d31e4d58d501884cad243f3f52bd21d9e225fd4fc444cdcfd7e
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Kubernetes Integration
  is_microservice: false
  language: en
  last_checked: 1779032522.672338
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  title: 'iximiuz.com: How To Call Kubernetes API using Go - Types and Common Machinery'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://iximiuz.com/en/posts/kubernetes-api-how-to-extend:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Contrasts the architectural approaches of the Kubernetes API with classical
    web frameworks like Django. Highlights reconciliation loops and declarative infrastructure
    patterns.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - API Server
  - Extensibility
  - Architecture
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'iximiuz.com: How To Extend Kubernetes API - Kubernetes vs. Django'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://iximiuz.com/en/posts/kubernetes-api-structure-and-terminology:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: An elegant structural analysis clarifying confusing terminology in the
    Kubernetes API. Explores the explicit definitions and dependencies of Kinds, Resources,
    and active cluster Objects.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - API Server
  - Architecture
  - Terminology
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'iximiuz.com: Working with Kubernetes API - Resources, Kinds, and Objects'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://iximiuz.com/en/posts/kubernetes-ephemeral-containers:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive deep-dive into the architectural mechanics of kubectl
    debug and ephemeral containers. Explains container namespaces sharing, security
    contexts, and step-by-step diagnostic workflows on live clusters.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Pod Lifecycle
  - Ephemeral Containers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "iximiuz.com: Kubernetes Ephemeral Containers and kubectl debug Command \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://iximiuz.com/en/posts/kubernetes-operator-pattern:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep-dive analysis on the mechanics of the controller runtime. It
    explains internal structures such as informers, dynamic work queues, and client-go
    caches, illustrating how reconciliation loops run concurrently.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resources
  - Education
  - Deep Dive
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "iximiuz.com: Exploring Kubernetes Operator Pattern \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://iximiuz.com/en/posts/kubernetes-vs-virtual-machines:
  addition_method: manual
  content_hash: 9afb69f9d90ea5a80c4c9b150931c3a7c9a102bcd35c004a71cf018e39c0bb34
  description: ''
  health_score: 100.0
  last_checked: 1779033824.769665
  review_metadata:
    original_url: https://iximiuz.com/en/posts/kubernetes-vs-virtual-machines
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.001387'
  stars: 0
  status: online
  title: "==iximiuz.com: How Kubernetes Reinvented Virtual Machines (in a good sense)=='
    \U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://iximiuz.com/en/posts/laymans-iptables-101:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly descriptive, visual deep dive into the inner workings of the
    Linux netfilter and iptables frameworks. Explains how packets flow through tables
    (filter, nat, mangle, raw) and standard chains (INPUT, OUTPUT, FORWARD, PREROUTING,
    POSTROUTING). Essential reading for understanding low-level Kubernetes container
    networking interface (CNI) routing.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Security
  - Firewalls
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'iximiuz.com: Illustrated introduction to Linux iptables'
  addition_method: manual
  v2_locations:
  - linux.md
https://iximiuz.com/en/posts/prometheus-functions-agg-over-time:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A technical guide for applying aggregate-over-time algorithms inside
    Prometheus. Curator Insight highlights performance metrics monitoring. Live Grounding
    confirms these specific metrics equations are critical for building standard Grafana
    dashboards.
  language: PromQL
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Observability
  - Metrics & Monitoring
  - Prometheus
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'iximiuz.com: Prometheus Cheat Sheet - Moving Average, Max, Min, etc (Aggregation
    Over Time)'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://iximiuz.com/en/posts/prometheus-vector-matching:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An advanced technical guide targeting complex PromQL vector matching
    and joining. Curator Insight notes how it simplifies multi-dimension indexing.
    Live Grounding shows this is a critical reference for engineers designing precise
    production alerts.
  language: PromQL
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Observability
  - Metrics & Monitoring
  - Prometheus
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "iximiuz.com: Prometheus Cheat Sheet - How to Join Multiple Metrics (Vector
    Matching) \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://iximiuz.com/en/posts/service-discovery-in-kubernetes:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A deep-dive analysis mapping how network packages resolve endpoints
    inside Kubernetes. Contrasts environment-variable injection against internal CoreDNS
    discovery systems, detailing how virtual ClusterIP networks route requests to
    running pods via iptables rules.
  language: None
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Networking
  - Service Discovery
  - DNS & Endpoints
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'iximiuz.com: Service discovery in Kubernetes - combining the best of two
    worlds'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://iximiuz.com/en/posts/service-proxy-pod-sidecar-oh-my:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A master-level analysis detailing network transport mechanics between
    proxies, sidecars, and local services in a Pod. Discusses virtual interfaces,
    loopback traffic routing, and proxy interception protocols.
  language: N/A
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Pod Patterns
  - Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'iximiuz.com: Service proxy, pod, sidecar, oh my!'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://iximiuz.com/en/posts/ssh-tunnels:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Exceptionally clear visual exploration of SSH tunneling mechanics. Uses
    detailed diagrams to illustrate local forwarding, remote reverse-tunnels, and
    dynamic SOCKS proxying, making it an essential reference for systems engineers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Tunnels
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "iximiuz.com: A Visual Guide to SSH Tunnels: Local and Remote Port Forwarding
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://iximiuz.com/en/posts/thick-container-vulnerabilities:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth technical article demonstrating the correlation between
    container footprint size and security surface area. Compares standard debian-based
    Python base images with alpine and distroless alternatives utilizing Snyk. Highlights
    how removing utility packages significantly reduces threat profiles.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Management
  - Base Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'iximiuz.com: The need for slimmer containers. Scanning official Python images
    with Snyk'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://iximiuz.com/en/series/working-with-kubernetes-api:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A comprehensive series dissecting the internal design of the API Server.
    Thoroughly details etcd storage bindings, API conversion rules, and the mechanics
    of watch events.
  language: English
  resource_type: Series
  complexity: Advanced
  hierarchy:
  - API Server
  - Architecture
  - Series
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'iximiuz.com: Working with Kubernetes API'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://iximiuz.kit.com/posts/ivan-on-containers-kubernetes-and-backend-development-12:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A highly educational newsletter series focusing on the deep-dive mechanics
    of container runtimes, Kubernetes API orchestration, and backend architecture.
    It bridges backend software engineering with low-level container execution models,
    explaining kernel-level primitives crucial for building resilient cloud-native
    systems.
  language: English
  resource_type: Newsletter
  complexity: Intermediate
  hierarchy:
  - Education
  - Backend Development
  - Containerization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'iximiuz.ck.page: Ivan on Containers, Kubernetes, and Backend Development'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://jaffarshaik.medium.com/kubernetes-architecture-and-components-bf637dbd0526:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033862.056043
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==jaffarshaik.medium.com: Kubernetes Architecture and components== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==jaffarshaik.medium.com:
    Kubernetes Architecture and components== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jakarta.ee:
  addition_method: manual
  content_hash: cf9eb8e0ece5aa4ae210af01b75cb20ad2f0235dee1e3d3483f077621c68d62b
  health_score: 100.0
  last_checked: 1779029507.322616
  needs_ai_refresh: true
  v1_locations:
  - docs/java_frameworks.md
https://jakevdp.github.io/PythonDataScienceHandbook:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An essential technical handbook for Python's core data science tools.
    Provides high-density architectural explanations of NumPy arrays, Pandas structured
    tables, Matplotlib visualization objects, and Scikit-Learn pipelines.
  language: Python
  resource_type: Book
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Data Engineering
  - Data Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Python Data Science Handbook \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://jakubstransky.com/2021/11/05/4-devs-kubernetes-interview-question-made-easy:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Developer-centric walkthrough addressing container orchestration challenges.
    Discusses the relationship between ingress controllers, ingress resources, internal
    service definitions, and horizontal autoscaling parameters.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Container Orchestration
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'jakubstransky.com: 4 devs by devs: Kubernetes interview question made easy'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://jamaica-gleaner.com/article/business/20211224/amazon-outages-future-implications:
  addition_method: manual
  content_hash: cea211d297d9124ea92b8cf4c658c17394c874837adcbb1c45db39fc7793b391
  description: ''
  health_score: 100.0
  last_checked: 1779031577.517884
  stars: 0
  status: online
  title: 'jamaica-gleaner.com: Amazon outage’s future implications'
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
? https://jamalshahverdiev.medium.com/argocd-applicationset-with-applications-image-updater-and-notification-controller-with-sso-bba3182dad8a
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032045.979802
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jamalshahverdiev.medium.com: ArgoCD ApplicationSet with Applications, Image''
    Updater and Notification controller with SSO'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jamalshahverdiev.medium.com:
    ArgoCD ApplicationSet with Applications, Image'' Updater and Notification controller
    with SSO in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jamesdefabia.github.io/docs/user-guide/kubectl/kubectl_explain:
  description: ''
  addition_method: manual
  content_hash: 3705d81354a0ecb5a7ef02884cf63513a0af6cecc78633f03ee37c83a3b032df
  health_score: 100.0
  last_checked: 1779032574.661316
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2026'
  ai_summary: Official reference documentation for 'kubectl explain', a critical utility
    for schema exploration within the Kubernetes API. Architecturally, it queries
    the cluster OpenAPI specification directly to output detailed structural layouts
    of specific resources, assisting developers in constructing valid declarative
    YAML manifests.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Kubernetes
  - CLI & Debugging
  is_microservice: false
  title: kubectl explain
https://jamiemaguire.net/index.php/2023/04/22/first-look-azure-open-ai-studio-prompt-engineering-what-you-can-do-and-how:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Architectural breakdown of Azure OpenAI Studio, exploring model playground
    utilization, payload configurations, prompting practices, and systemic safeguards
    to mitigate hallucinations.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Artificial Intelligence
  - Generative AI
  - Azure OpenAI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jamiemaguire.net: First Look: Azure Open AI Studio, Prompt Engineering.
    What You Can Do and How'
  addition_method: manual
  v2_locations:
  - azure.md
https://jan-krueger.net/git-cheat-sheet-extended-edition:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: 'Curator Insight: An extended, detailed reference card compiling advanced
    plumbing options and config parameters. Live Grounding: Very useful for Git power-users
    customizing their global shell configurations, alias setups, and SSH multi-key
    authentication strategies.'
  language: English
  resource_type: Reference Card
  complexity: Advanced
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jan-krueger.net: Git cheat sheet, extended edition'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://jasiek-petryk.medium.com/setting-up-a-private-helm-chart-repository-on-github-4a767703cec8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030614.824824
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jasiek-petryk.medium.com: Setting up a private Helm chart repository on''
    GitHub'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jasiek-petryk.medium.com:
    Setting up a private Helm chart repository on'' GitHub in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jasperfx.github.io/lamar:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An advanced, high-performance IoC container and assembly scanning engine
    compatible with Microsoft's DI standards. Leverages Roslyn-powered dynamic code
    compilation to optimize dependency resolution pathways in microservices.
  language: C#
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Software Architecture & .NET Development
  - Application Diagnostics
  - IoC Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Lamar
  addition_method: manual
  v2_locations:
  - dotnet.md
https://jasperfx.github.io/oakton:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An robust CLI command parser and diagnostic middleware for .NET console
    applications. Enables advanced command-line tool structuring, service health assessments,
    and native execution hook extensions within standard ASP.NET Core hosts.
  language: C#
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Architecture & .NET Development
  - Application Diagnostics
  - CLI Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Oakton
  addition_method: manual
  v2_locations:
  - dotnet.md
https://javaconceptoftheday.com/java-9-interface-private-methods:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: An educational guide on the introduction of private methods within Java
    9 interfaces. It explains how this structural addition enables better code encapsulation,
    dry code patterns, and common utility reusability inside interface default methods.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Language
  - Syntax and Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javaconceptoftheday.com: Java 9 Interface Private Methods'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://javaoperatorsdk.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The Java Operator SDK is an open-source, enterprise-grade framework
    for developing reliable Kubernetes operators using pure Java. It handles complex
    reconciliation patterns, informer caches, and API interactions seamlessly.
  language: Java
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Kubernetes Development
  - Java SDKs
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'javaoperatorsdk.io: Build Kubernetes Operators in Java without hassle'
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://javarevisited.blogspot.com/2011/04/garbage-collection-in-java.html:
  description: ''
  year: '2011'
  stars: 0
  ai_summary: A fundamental learning resource explaining basic JVM Garbage Collection
    loops, young-and-old generational divisions, and classic algorithms (such as Serial
    and Parallel collectors). While standard for conceptual onboarding, developers
    should supplement this material with modern G1GC and low-latency concurrent garbage
    collectors.
  language: English
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Java Virtual Machine
  - Garbage Collection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: How Garbage Collection works in Java? Explained
    (2011)'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://javarevisited.blogspot.com/2013/07/role-based-access-control-using-spring-security-ldap-authorities-mapping-mvc.html:
  description: ''
  year: '2013'
  stars: 0
  ai_summary: A historical implementation guide detailing role-based access control
    (RBAC) mapping LDAP directory groups onto Spring Security authorities. While LDAP
    remains common, modern 2026 architectures heavily prefer stateless, OAuth2/OIDC
    and JWT-based validation models.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Spring Ecosystem
  - Security
  - Access Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: Role based Access control using Spring Security
    and MVC, Mapping LDAP Groups to Authorities for Authorization'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://javarevisited.blogspot.com/2017/02/difference-between-executor-executorservice-and-executors-in-java.html:
  addition_method: manual
  content_hash: d550d8e7b432a9a87cd78e2b66a5b89bca429660fdd8fe3164f12669d5c56a98
  health_score: 100.0
  last_checked: 1779033336.382523
  v1_locations:
  - docs/java-and-java-performance-optimization.md
https://javarevisited.blogspot.com/2017/12/10-things-java-programmers-should-learn.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Overview of essential modern skills for Java developers, highlighting
    GraalVM, Spring Boot 3, reactive microservices, Docker, Kubernetes integration,
    and concurrency APIs.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java
  - Career Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: 10 Things Java Programmers Should Learn in 2022'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://javarevisited.blogspot.com/2018/06/java-vs-python-which-programming-language-to-learn-first.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: A technical comparison of static type execution in
    Java versus dynamic runtimes in Python.

    Live Grounding: Reviews execution overhead profiles, virtual machine performance,
    learning paths, and application design parameters across enterprise development
    landscapes.'
  language: Python
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - General Engineering
  - Language Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: Java vs Python - Which Programming Language
    beginners should learn in 2022?'
  addition_method: manual
  v2_locations:
  - python.md
https://javarevisited.blogspot.com/2019/01/top-5-free-kubernetes-courses-for-DevOps-Engineer.html:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A developer-oriented directory compiling recommended free training courses
    for Kubernetes. Emphasizes basic core architecture, resource scheduling, container
    deployment strategies, and general configuration management.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Education
  - Course Directories
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: Top 5 Free Courses to Learn Kubernetes for Developers
    and DevOps Engineers'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://javarevisited.blogspot.com/2019/05/top-5-courses-to-learn-docker-and-kubernetes-for-devops.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A highly structured, comparative review of the market's leading educational
    courses for mastering Docker and Kubernetes. It contrasts options across popular
    platforms (Udemy, Pluralsight, Coursera) to help IT professionals select training
    that matches their current technical skill set and career goals.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Training
  - Curated Lists
  - Courses
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: Top 5 courses to Learn Docker and Kubernetes
    in 2020 - Best of Lot'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://javarevisited.blogspot.com/2019/10/the-java-developer-roadmap.html:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A comprehensive developer roadmap outlining the tools, frameworks, and
    foundational concepts required to master modern Java development. This curriculum
    includes coverage of JVM internals, MVC frameworks, container integration, concurrency
    models, and cloud native microservice patterns.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Ecosystem
  - Roadmaps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "javarevisited.blogspot.com: The 2020 Java Developer RoadMap \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://javarevisited.blogspot.com/2020/05/10-jdbctemplate-examples-in-spring.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Provides ten practical coding patterns for leveraging Spring's robust
    `JdbcTemplate`. It highlights how the framework automates SQL connection pool
    resource management, handles query mapping, and converts vendor-specific SQL exceptions
    into standard Spring-based exceptions.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Spring Ecosystem
  - Data Access
  - JDBC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: 10 JdbcTemplate Examples in Spring Framework'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://javarevisited.blogspot.com/2020/06/top-5-courses-to-learn-kubernetes-for-devops-and-certification.html:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: An structured analytical review of high-performing cloud education resources.
    Evaluates programs based on practice exam quality, physical lab setups, and compliance
    with CNCF certification paths.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Opinion & Strategy
  - Course Reviews
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: Top 5 Online Courses to Learn Kubernetes in
    2022 - Best of Lot'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://javarevisited.blogspot.com/2020/11/why-devops-engineer-learn-docker-kubernetes.html:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Outlines why containerization and container orchestration skills have
    transitioned from advanced operational specialties to core software development
    competencies. Highlights the industry-wide ubiquity of Docker and Kubernetes for
    consistent, reproducible builds across local and cloud environments.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Professional Development
  - Career Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: Why Every Programmer, DevOps Engineer Should
    learn Docker and Kubernetes in 2020'
  addition_method: manual
  v2_locations:
  - introduction.md
https://javarevisited.blogspot.com/2021/09/microservices-design-patterns-principles.html:
  description: "1. Database per Microservice\n    2. Event Sourcing\n    3. CQRS\n
    \   4. Saga\n    5. BFF\n    6. API Gateway\n    7. Strangler\n    8. Circuit
    Breaker\n    9. Externalized Configuration\n    10. Consumer-Driven Contract Tracing"
  year: '2021'
  stars: 0
  ai_summary: Explores 10 industry-standard microservices design patterns, providing
    concrete conceptual diagrams and usage examples for Database-per-Microservice,
    Event Sourcing, CQRS, Saga Orchestration, and the Backends-for-Frontends (BFF)
    topology.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Design Patterns
  - Catalog
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'javarevisited.blogspot.com: Top 10 Microservices Design Patterns and Principles
    - Examples'
  addition_method: manual
  v2_locations:
  - introduction.md
https://javarevisited.blogspot.com/2022/01/spring-boot-angular-example-tutorial.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A fullstack starter tutorial demonstrating how to integrate a Spring
    Boot backend API with an Angular single-page frontend application. It covers structuring
    cross-origin request policies (CORS), handling JSON model parsing, and securing
    application endpoints.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Web Layer
  - Full Stack
  - Spring Boot & Angular
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: Spring Boot + Angular Example Tutorial for Java
    Developers'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://javarevisited.blogspot.com/2022/02/how-to-log-sql-statements-in-spring.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Illustrates simple configuration strategies to output generated Hibernate
    SQL queries directly to standard output for debugging purposes. It compares application
    properties configurations against logback file management schemes.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Data Access
  - Logging
  - Spring Data JPA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: How to log SQL statements in Spring Boot? Example
    Tutorial'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://javarevisited.blogspot.com/2022/03/top-20-apache-kafka-interview-questions.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Technical review of Apache Kafka distributed broker architecture. Explores
    partition replication, consumer group rebalancing, write-ahead logs, and message
    semantics like Exactly-Once Processing (EOS).
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Apache Kafka
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'javarevisited.blogspot.com: Top 20 Apache Kafka Interview Questions with
    Answers'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://javarevisited.blogspot.com/2022/08/how-to-post-json-data-with-curl-command.html:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Practical tutorial demonstrating how to perform HTTP POST requests with
    raw JSON payloads using the cURL CLI tool. This represents an essential skill
    for terminal-based API profiling, continuous integration sanity checks, and debugging.
  language: Shell
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - API Tooling
  - CLI Utilities
  - cURL
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: How to send POST Request with JSON Payload using
    Curl Command in Linux to Test RESTful Web Services?'
  addition_method: manual
  v2_locations:
  - api.md
https://javarevisited.blogspot.com/2022/08/json-interview-questions-with-answers.html:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Basic guide covering JavaScript Object Notation rules. Contemplates
    object mapping, nested configurations, schema validations, and comparison against
    compact representations like Protobuf.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Data Formats
  - JSON
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javarevisited.blogspot.com: Top 20 JSON Interview Questions with Answers
    for Beginners and Experienced Developers'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://javascript.plainenglish.io/enough-why-its-time-to-rip-out-angular-7d831802c8a2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031266.231468
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'javascript.plainenglish.io: Angular is Costing Companies Billions'
  v1_locations:
  - docs/angular.md
  v2_locations:
  - angular.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering javascript.plainenglish.io:
    Angular is Costing Companies Billions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://javascript.plainenglish.io/everything-you-need-to-know-about-yaml-files-5423358cc5c9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033801.883637
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'javascript.plainenglish.io: Everything You Need To Know About YAML Files'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering javascript.plainenglish.io:
    Everything You Need To Know About YAML Files in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://javaspringvaadin.wordpress.com/2018/05/22/mavenintellijidea:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779030861.527549
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'javaspringvaadin.wordpress.com: Crea un Proyecto Maven desde el IDE IntelliJ''
    IDEA'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering javaspringvaadin.wordpress.com:
    Crea un Proyecto Maven desde el IDE IntelliJ'' IDEA in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://javatechonline.com/deploy-spring-boot-docker-spring-boot:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory walkthrough detailing how to containerize Java-based
    enterprise workloads. Focuses on constructing optimized Dockerfiles, multi-stage
    builds to minimize image footprint, and utilizing spring-boot-maven-plugin or
    buildpacks to generate production-ready container layers.
  language: Java
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Application Development
  - Containerization
  - Java Spring Boot
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'javatechonline.com: How To Deploy Spring Boot Application In Docker?'
  addition_method: manual
  v2_locations:
  - demos.md
https://javatechonline.com/distributed-tracing-logging-using-sleuth-zipkin:
  addition_method: manual
  content_hash: 7353b526d34e2810fe90f5d2c208d22e2f204f5e8c770988689ae98225164603
  health_score: 100.0
  last_checked: 1779130494.989866
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://javatechonline.com/how-to-deploy-spring-boot-application-in-docker:
  addition_method: manual
  content_hash: 545b67507ca073ed85062010697ef67dfc5020fd250c53c607e528bcf374bd41
  description: ''
  health_score: 100.0
  last_checked: 1779032335.1423
  stars: 0
  status: online
  title: 'javatechonline.com: How To Deploy Spring Boot Application In Docker?'
  v1_locations:
  - docs/demos.md
  year: N/A
https://javatechonline.com/how-to-implement-distributed-logging-tracing-using-sleuth-zipkin:
  addition_method: manual
  content_hash: c34502520db839f63ccf3da1c52dcf8aa11a901f97cebd3bfb14803d1aa168ea
  description: ''
  health_score: 100.0
  last_checked: 1779030243.862123
  stars: 0
  title: 'javatechonline.com: How To Implement Distributed Logging Tracing Using Sleuth''
    Zipkin'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://javatechonline.com/how-to-monitor-spring-boot-microservices-using-elk-stack:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides a step-by-step architectural guide on routing Logback appender
    JSON streams from Spring Boot microservices into Logstash, indexing them in Elasticsearch,
    and visualizing error trends in Kibana.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Monitoring
  - Java Spring Boot
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'javatechonline.com: How To Monitor Spring Boot Microservices Using ELK Stack?'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://javatechonline.com/how-to-work-with-apache-kafka-in-spring-boot:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Guides developers through integrating Apache Kafka within Spring Boot
    microservices. It highlights declarative patterns for configuring high-performance
    messaging producers, transactional consumer groups, and automated schema registry
    interactions via Spring configuration properties.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Event-Driven Architecture
  - Kafka Integration
  - Spring Kafka
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'javatechonline.com: How To Work With Apache Kafka In Spring Boot?'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://javatechonline.com/microservices-in-java:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'A programmatic blueprint for building microservices in the Java ecosystem.
    The tutorial covers architectural pillars: API Gateways, service discovery, distributed
    configuration, load balancing, and fault tolerance patterns using Spring Cloud
    and resilient frameworks.'
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Microservices Design
  - Java Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "javatechonline.com: Making Java easy to learn - Microservices In Java \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://javatechonline.com/oops-design-principles:
  addition_method: manual
  content_hash: 73be418ca6092df080ceade00431dcf152a81eaf514220453a0e5452582e4deb
  description: ''
  health_score: 100.0
  last_checked: 1779031989.455253
  stars: 0
  status: online
  title: 'javatechonline.com: Making Java easy to learn - OOPs Design Principles'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://javatechonline.com/oops-principles-oops-design-principles:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An in-depth guide on SOLID design principles and Object-Oriented Programming
    (OOP) methodologies. This resource links core design patterns to system modularity
    and maintainability, providing developers with the tools to construct long-term,
    evolvable software systems.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Design Patterns
  - OOP Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javatechonline.com: Making Java easy to learn - OOPs Design Principles'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://javatechonline.com/spring-boot-annotations-with-examples:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A detailed technical catalog of Spring Boot annotations with practical
    code examples. It explores the mechanics of configuration annotations, injection
    decorators, web mapping handlers, and data persistence markers essential for modern
    cloud microservices.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Spring Framework
  - Annotations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'javatechonline.com: Making Java easy to learn - Spring Boot Annotations
    With Examples'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://javatutorial.net/introduction-to-spring-web-framework:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A starter guide outlining fundamental request-handling mechanics in
    Spring MVC. It illustrates how the DispatcherServlet delegates routing, how controllers
    process model attributes, and the configuration patterns needed to expose clean
    RESTful endpoints.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Spring Ecosystem
  - Web Layer
  - MVC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'javatutorial.net: Introduction to Spring Web Framework'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://javatutorial.net/spring-vs-java-ee:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A historical comparison tracking the evolution of Spring against Java
    EE / Jakarta EE specifications. It explains how both ecosystems eventually converged
    in cloud-native design, adopting similar annotation-driven configuration and dependency
    injection principles.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Enterprise Java
  - Framework Selection
  - Architecture Battle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javatutorial.net: Spring vs. Java EE'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://javi-kata.medium.com/ci-cd-the-journey-of-a-dummy-team-f51a061684bc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031910.131991
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "javi-kata.medium.com: CI/CD the journey of a dummy team \U0001F31F"
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering javi-kata.medium.com:
    CI/CD the journey of a dummy team \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jaxenter.com/cicd-microservices-docker-162408.html:
  addition_method: manual
  content_hash: 8ebfb9bea16ab760fad86fb6385542f087988e66bcf1a5f4272c741b90523bf2
  description: ''
  health_score: 100.0
  last_checked: 1779029807.581139
  stars: 0
  status: online
  title: 'jaxenter.com: CI/CD for Spring Boot Microservices: Part 1'
  v1_locations:
  - docs/java_frameworks.md
  - docs/jenkins.md
  year: N/A
https://jaxenter.com/grafana-7-0-interview-tom-wilkie-172261.html:
  addition_method: manual
  content_hash: 5568b2b3c78ece3438b8834ff1e6b92877f4586471d4b8df13593d1db855c172
  description: ''
  health_score: 100.0
  last_checked: 1779029635.199632
  stars: 0
  status: online
  title: 'Grafana 7.0: “We’ve built one of the best visualisation tools and it’s not''
    tied to any one database”'
  v1_locations:
  - docs/grafana.md
  year: N/A
https://jaxenter.com/kubernetes-bigger-173675.html:
  addition_method: manual
  content_hash: 78c662d8c2143d3f273fd0db7ed5bc05954a831bf5d1b645791485cd6b355d2b
  description: ''
  health_score: 100.0
  last_checked: 1779034519.514301
  stars: 0
  status: online
  title: 'jaxenter.com: Kubernetes Is Much Bigger Than Containers: Here’s Where It''
    Will Go Next'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://jaxenter.com/kubernetes-extensions-172215.html:
  addition_method: manual
  content_hash: a8f592ac5e486210ee5060456b9d14f074c166152efc3fb47e43c4dfa73e70df
  description: ''
  health_score: 100.0
  last_checked: 1779030536.720866
  stars: 0
  status: online
  title: "jaxenter.com: Six Essential Kubernetes Extensions to Add to Your Toolkit'
    \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
https://jaxenter.com/kubernetes-microservices-162690.html:
  addition_method: manual
  content_hash: 5568b2b3c78ece3438b8834ff1e6b92877f4586471d4b8df13593d1db855c172
  description: ''
  health_score: 100.0
  last_checked: 1779031623.427282
  stars: 0
  status: online
  title: 'jaxenter.com: CI/CD for Spring Boot Microservices: Part 2. Extending CI/CD:''
    Kubernetes Continuous Deployment for Microservices'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://jaxenter.com/kubernetes-practical-implications-171647.html:
  addition_method: manual
  content_hash: 0e71739f303fd28d2228092ac8fa1588d134ac47fbaaec69dc03121474dd0133
  description: ''
  health_score: 100.0
  last_checked: 1779029943.39633
  stars: 0
  status: online
  title: 'jaxenter.com: Practical Implications for Adopting a Multi-Cluster, Multi-Cloud''
    Kubernetes Strategy'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://jayendrapatil.com:
  description: ''
  addition_method: manual
  content_hash: 38a2c6c4fca2c37160b7d646a7f30237b6e3a214f73fe3c1203e475a0970a573
  health_score: 100.0
  last_checked: 1779031340.492655
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: An authoritative engineering study portal focusing on AWS architectures,
    credential prep, and deep technical summaries of service dependencies. Valuable
    for validation of edge-case service limits.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: "Jayendra's Blog \U0001F31F\U0001F31F"
https://jayex.io:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Jenkins X is an automated, cloud-native CI/CD platform engineered specifically
    for Kubernetes environments. Driven by Tekton and Helm, it implements comprehensive
    GitOps-based environment promotion and dynamic preview deployment capabilities.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - CI/CD Platforms
  - Kubernetes-Native CI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: jenkins-x.io
  addition_method: manual
  v2_locations:
  - jenkins.md
  - jenkins-alternatives.md
https://jayex.io/blog/2019/07/23/serverless-deployments:
  addition_method: manual
  content_hash: 5301da6482bae3a63d80e0edf522f4c9591c774d33f9e7df16b0faf7c9637ca0
  health_score: 100.0
  last_checked: 1779130495.002126
  v1_locations:
  - docs/jenkins.md
https://jayex.io/blog/2021/04/08/jx3-pipeline-trace:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep dive into Jenkins X v3's pipeline tracing architecture, detailing
    the technical mechanisms connecting Tekton tasks with OpenTelemetry metrics. Highlights
    tracing as a primary tool to audit and optimize massive build workloads.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - CI/CD Platforms
  - Pipeline Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'jenkins-x.io: Traces for your pipelines'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://jayex.io/v3/admin/setup/secrets:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A deployment guide detailing how to construct and map cryptographic
    secrets needed for Jenkins X core installations. Covers external secrets integration
    and mapping cloud-provider-backed secret managers directly to ephemeral cluster
    values.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - CI/CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'jenkins-x.io: Setting up the secrets for your installation'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://jchyip.medium.com/my-critique-of-the-spotify-model-part-1-197d335ef7af:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029948.043562
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jchyip.medium.com: My critique of “the Spotify Model”: Part 1'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jchyip.medium.com:
    My critique of “the Spotify Model”: Part 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jdhitsolutions.com/blog/powershell-7/8793/profile-powershell-functions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive into measuring and tracking runtime statistics inside large
    PowerShell logic libraries. Highlights profiling wrappers, trace instrumentation
    patterns, and bottleneck analysis routines.
  language: PowerShell
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure Automation
  - Performance Profiling
  - PowerShell Core
  - Script Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jdhitsolutions.com: Profile PowerShell Functions'
  addition_method: manual
  v2_locations:
  - azure.md
https://jdk.java.net/11:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: The official distribution portal for Oracle's upstream OpenJDK builds.
    This site serves as a vital resource for systems engineers building container
    base images using GPL-licensed Java runtimes directly from the primary development
    source.
  language: Java
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Ecosystem
  - JDK Distribution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Oracle OpenJDK
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://jenkins-ci.361315.n4.nabble.com/Declarative-pipelines-vs-scripted-td4891792.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029897.108541
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering jenkins-ci.361315.n4.nabble.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jenkins-job-builder.readthedocs.io:
  addition_method: manual
  content_hash: c1df5f5c3978bf945909f9dca104b05ad7d11bc486aa7987883bcbf8a51b403d
  description: ''
  health_score: 100.0
  last_checked: 1779030360.677175
  stars: 0
  status: online
  title: "jenkins-job-builder.readthedocs.io \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://jenkins-job-builder.readthedocs.io/en/latest:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A specialized templating utility designed by OpenStack to parse YAML
    or JSON structures into standard Jenkins XML models. Enables highly-repeatable
    multi-job configuration scaling across multi-tenant servers.
  language: Python
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - CI/CD Infrastructure
  - Configuration as Code
  - Job Generation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jenkins-job-builder.readthedocs.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://jenkins-job-builder.readthedocs.io/en/latest/en/latest:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.00655
  v1_locations:
  - docs/jenkins.md
https://jenkins-x.io:
  addition_method: manual
  content_hash: 4f93b16c324ab317cd086d9bedd79077d4803250b4dfbfd6f5a9ef361ac4b5e6
  description: ''
  health_score: 100.0
  last_checked: 1779029796.303111
  stars: 0
  status: online
  title: jenkins-x.io
  v1_locations:
  - docs/gitops.md
  - docs/jenkins-alternatives.md
  - docs/jenkins.md
  year: N/A
https://jenkins-x.io/blog/2019/07/23/serverless-deployments:
  addition_method: manual
  content_hash: ce0ba2a3bccfe40d9fd71a6b8522ff7b8b4c61f07eaacab8a5352ea58c903b78
  health_score: 100.0
  last_checked: 1779032699.421062
  v1_locations:
  - docs/jenkins.md
https://jenkins-x.io/blog/2021/04/08/jx3-pipeline-trace:
  addition_method: manual
  content_hash: ab1e40c2d4d77df4e35b7346cb93d95fc5870f854815002bd59b75d67f0d6ebc
  description: ''
  health_score: 100.0
  last_checked: 1779032540.262492
  stars: 0
  status: online
  title: 'Traces for your pipelines: Jenkins X v3 now comes with tracing support for''
    your pipelines out of the box'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://jenkins-x.io/v3/admin/setup/secrets:
  addition_method: manual
  content_hash: ec8308dee23ecf9f30ba5cd902648cf36413f0a482286ccbf0a728200c6692ff
  description: ''
  health_score: 100.0
  last_checked: 1779032833.085984
  stars: 0
  status: online
  title: 'jenkins-x.io: Setting up the secrets for your installation'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://jenkins.io:
  addition_method: manual
  content_hash: 77958e189c5ea2c73eae5f9a39766bf2fca026e20ed4fb38f45a32f73c7f68b7
  description: ''
  health_score: 100.0
  last_checked: 1779030349.982293
  stars: 0
  status: online
  title: "Jenkins.io (new Jenkins 2.0 site) \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://jenkins.io/blog/2016/11/21/gc-tuning:
  addition_method: manual
  content_hash: 98f082b6984dec05e6a37b3c709afa369a0d465499c2cd96997cbf6e00bfae5d
  description: ''
  health_score: 100.0
  last_checked: 1779029561.471197
  stars: 0
  status: online
  title: "jenkins.io - Tuning Jenkins GC For Responsiveness and Stability with Large
    Instances \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  - docs/jenkins.md
  year: N/A
https://jenkins.io/blog/2019/11/22/welcome-to-the-matrix:
  addition_method: manual
  content_hash: ab2b76768d0db6108e713c0936e6c7432ef1f88e85e624646819a47f182445eb
  description: ''
  health_score: 100.0
  last_checked: 1779033572.681267
  stars: 0
  status: online
  title: "Matrix \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://jenkins.io/blog/2020/01/08/atlassians-new-bitbucket-server-integration-for-jenkins:
  addition_method: manual
  content_hash: abf3cf9bbe746b61df778d3385a6f2d9c53d51f379fe664714c954032a431a3e
  description: ''
  health_score: 100.0
  last_checked: 1779033309.393437
  stars: 0
  status: online
  title: "Atlassian's new Bitbucket Server integration for Jenkins \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://jenkins.io/blog/2020/02/02/web-socket:
  addition_method: manual
  content_hash: 9aff4d78c3b29efa08207d714241e49baa79cc24e876ad5343f6aa82910f4868
  description: ''
  health_score: 100.0
  last_checked: 1779033609.779296
  stars: 0
  status: online
  title: WebSocket support in now available for Jenkins CLI and agent networking!
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://jenkins.io/doc/book/pipeline:
  addition_method: manual
  content_hash: b515f37aef22a438d17bf84bb780a9c2845414d9c88c06fc875897572bd34fdb
  description: ''
  health_score: 100.0
  last_checked: 1779030348.237773
  stars: 0
  status: online
  title: "jenkins.io - doc/book/pipeline \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://jenkins.io/doc/book/pipeline/jenkinsfile:
  addition_method: manual
  content_hash: b950513f0ccf17dbbf30d13508871b55ffa18265a2f9c9f3201b9ffc8331a389
  description: ''
  health_score: 100.0
  last_checked: 1779034499.564844
  stars: 0
  status: online
  title: "jenkins.io - **Jenkinsfile** \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://jenkins.io/solutions/pipeline:
  addition_method: manual
  content_hash: f3c1c8d569acd5f2a4e642e6545a7016e42dafc95fa804be5b142c54c67205ae
  description: ''
  health_score: 100.0
  last_checked: 1779031647.497452
  stars: 0
  status: online
  title: 'jenkins.io: Jenkins CD and Pipelines Microsite'
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  year: N/A
https://jenkinsci.github.io/job-dsl-plugin:
  description: "- [Jenkins CLI](https://www.jenkins.io/doc/book/managing/cli)\n    -
    [How to create initial \"seed\" job](https://github.com/jenkinsci/configuration-as-code-plugin)\n
    \   - [Jenkinsfile Runner Test Framework](https://github.com/jenkinsci/jenkinsfile-runner-test-framework)\n
    \   - [Jenkins Pipeline Unit testing framework](https://github.com/jenkinsci/JenkinsPipelineUnit)\n
    \   - [Plugin Installation Manager Tool](https://github.com/jenkinsci/plugin-installation-manager-tool)\n
    \   - [Jenkins Custom WAR Packager](https://github.com/jenkinsci/custom-war-packager)\n
    \   - Jenkins Configuration as Code:\n        - [Configuration as Code of Jenkins
    (for Kubernetes) \U0001F31F](https://github.com/figaw/configuration-as-code-jenkins-k8s)\n
    \       - [JEP-224: System Read permission: Improve experience of Jenkins Configuration-as-Code
    users](https://www.jenkins.io/events/online-hackfest/2020-uiux) It improves the
    modifying Web UI configuration controls to support the read-only mode.\n    -
    Plugins:\n        - [Plugin Usage](https://plugins.jenkins.io/plugin-usage-plugin)
    This plugin gives you the possibility to analyze the usage of your installed plugins.\n
    \       - [Pipeline as YAML (Incubated) \U0001F31F](https://plugins.jenkins.io/pipeline-as-yaml)\n
    \       - [Jenkins Job DSL Plugin](https://github.com/jenkinsci/job-dsl-plugin#documentation)
    A Groovy DSL for Jenkins Jobs - Sweeeeet!\n        - [Least Load](https://plugins.jenkins.io/leastload)
    This plugin overrides the default Load Balancer behavior and assigns jobs to nodes
    with the least load\n        - [Declarative Pipeline Migration Assistant](https://plugins.jenkins.io/declarative-pipeline-migration-assistant)\n
    \   - Jenkins Job DSL:\n        - [Jenkins Job DSL API \U0001F31F](https://jenkinsci.github.io/job-dsl-plugin)\n
    \           - [mavenJob](https://jenkinsci.github.io/job-dsl-plugin/#path/mavenJob)\n
    \       - [Example of a pipeline with parameters](https://github.com/polarpoint-io/groovy-jenkins-pipelines/blob/master/jobs/parameterisedPipelines.groovy)\n
    \   - [Pipeline Global Library for ci.jenkins.io](https://github.com/jenkins-infra/pipeline-library)
    Collection of custom steps and variables for our Jenkins instance(s)"
  year: '2022'
  stars: 0
  ai_summary: Curator Insight presents an aggregative documentation path detailing
    Groovy CPS execution layouts, pipeline migrations, and auxiliary utility plugins.
    Live Grounding asserts that despite modern cloud-native shifts, these JobDSL APIs
    and diagnostic tools (like the Plugin Installation Manager) form the backbone
    of highly reliable enterprise environments. It provides essential guidelines for
    maintaining complex pipelines.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - DevOps
  - Pipeline Execution Engine
  - Groovy CPS
  - JobDSL API Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Defines a Groovy CPS DSL definition: pipelineJob definition cps script'
  addition_method: manual
  v2_locations:
  - jenkins.md
  - demos.md
https://jenkinsistheway.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032207.779385
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "jenkinsistheway.io: Jenkins Is The Way \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering jenkinsistheway.io:
    Jenkins Is The Way \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jenkinsistheway.io/user-story/jenkins-is-the-way-to-fintech-excellence:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034441.43345
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "jenkinsistheway.io: Financial Transactions Simplified With Faster Build'
    Cycles \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering jenkinsistheway.io:
    Financial Transactions Simplified With Faster Build' Cycles \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jenkinsistheway.io/user-story/jenkins-is-the-way-to-improve-solution-development:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029335.391849
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jenkinsistheway.io: Alert Management'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jenkinsistheway.io:
    Alert Management in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jenkinsistheway.io/user-story/to-build-ci-cd-that-fits-advanced-and-unique-use-cases:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032355.538278
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "jenkinsistheway.io: Advanced Declarative Pipelines for Workflow and Decision'
    Automation Platform \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering jenkinsistheway.io:
    Advanced Declarative Pipelines for Workflow and Decision' Automation Platform
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jenkinsistheway.io/user-story/to-devsecops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030260.270699
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jenkinsistheway.io: Jenkins is the way to DevSecOps. Cybersecurity CI/CD'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jenkinsistheway.io:
    Jenkins is the way to DevSecOps. Cybersecurity CI/CD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jeremydmiller.com/2021/10/12/self-diagnosing-deployments-with-oakton-and-lamar:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents a design paradigm combining Lamar's compilation-safe IoC container
    with Oakton's self-diagnostics capability. Outlines systems validation strategies
    that trigger build failures if container registrations or service setups fail.
  language: C#
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Architecture & .NET Development
  - Application Diagnostics
  - Environment Validation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'jeremydmiller.com: Self Diagnosing Deployments with Oakton and Lamar'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://jeromevdl.medium.com/when-to-use-a-lambda-function-and-when-not-9a225e6dd2dd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030802.97919
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==jeromevdl.medium.com: When to use a Lambda function, and when not?== \U0001F31F"
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==jeromevdl.medium.com:
    When to use a Lambda function, and when not?== \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jet-start.sh:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034273.20479
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Hazelcast JET
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  - docs/message-queue.md
  v2_locations:
  - java-and-java-performance-optimization.md
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Hazelcast
    JET in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jet-start.sh/blog/2020/06/09/jdk-gc-benchmarks-part1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029952.280965
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "jet-start.sh: Performance of Modern Java on Data-Heavy Workloads, Part 1'
    \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering jet-start.sh:
    Performance of Modern Java on Data-Heavy Workloads, Part 1' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jfrog.com/blog:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights the transition of software build jobs from standard Jenkins
    architectures to optimized JFrog Pipelines. It details structural enhancements
    in build speeds, caching mechanisms, and overall pipeline orchestrations using
    Artifactory integrations. This technical blog demonstrates techniques for reducing
    CI bottleneck overhead.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - Pipeline Automation
  - JFrog Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jfrog.com: How I Leaped Forward My Jenkins Build with JFrog Pipelines'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
  - devsecops.md
https://jfrog.com/blog/5-steps-to-hosting-your-application-on-amazon-cloud-container-service:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Discusses the fundamentals of deploying containerized applications into
    Amazon Elastic Container Service (ECS). Emphasizes secure image registry integration
    using JFrog Artifactory as a secure staging area.
  language: Markdown
  resource_type: Article
  complexity: Basic
  hierarchy:
  - Containerization
  - AWS ECS
  - JFrog Artifactory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jfrog.com: 5 Steps to Hosting Your Application on Amazon Cloud Container
    Service'
  addition_method: manual
  v2_locations:
  - demos.md
https://jfrog.com/blog/cloud-native-ci-cd-the-ultimate-checklist:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents an essential checklist for establishing cloud-native CI/CD
    systems. Highlights immutable container registry processes, in-cluster execution
    mechanics, and automated shift-left security evaluations.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Engineering
  - Cloud Native
  - CI-CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'jfrog.com: Cloud Native CI/CD: The Ultimate Checklist'
  addition_method: manual
  v2_locations:
  - cicd.md
https://jfrog.com/blog/dont-let-prometheus-steal-your-fire:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Deals with performance bottleneck mitigation for large-scale Prometheus
    instances. Discusses techniques to combat high metric cardinality, optimizing
    scrape intervals, and tuning TSDB block writing processes.
  language: None
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Performance & Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jfrog.com: Don’t let Prometheus Steal your Fire'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://jfrog.com/blog/github-vs-jfrog-who-can-do-the-job-for-devops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comparative analysis evaluating the technical capabilities, package
    registry performance, and CI/CD tools of GitHub (Actions and Packages) versus
    JFrog's dedicated artifact management ecosystem. It highlights differences in
    granular access, performance scalability, and enterprise regulatory support. The
    article advises when to rely on a hybrid model or dedicated artifact platform.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps Platform Choices
  - DevOps Comparison
  - GitHub vs JFrog
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jfrog.com: GitHub vs JFrog: Who Can do the Job for DevOps?'
  addition_method: manual
  v2_locations:
  - registries.md
https://jfrog.com/blog/helm-charts-best-practices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Industry recommendations for designing robust Helm charts. Explores
    standard naming conventions, managing optional dependencies, versioning strategies
    (Semantic Versioning), and optimizing values files for enterprise-grade registries.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Design Patterns
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jfrog.com: Steering Straight with Helm Charts Best Practices \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://jfrog.com/blog/how-i-leaped-forward-my-jenkins-build-with-jfrog-pipelines:
  addition_method: manual
  content_hash: a48397adced925ba90b1355bac44349d267b2c0efbb48e7c7393c36b7ff2fc7a
  description: ''
  health_score: 100.0
  last_checked: 1779034235.45448
  stars: 0
  status: online
  title: 'jfrog.com: How I Leaped Forward My Jenkins Build with JFrog Pipelines'
  v1_locations:
  - docs/jenkins-alternatives.md
  - docs/registries.md
  year: N/A
https://jfrog.com/blog/how-to-accelerate-software-delivery-with-hybrid-cloud-ci-cd:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Architectural blueprint analyzing hybrid-cloud continuous delivery pipeline
    setups for e-commerce contexts. Discusses the coordination of on-premises assets
    with public cloud target clusters under strict compliance constraints.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Engineering
  - Hybrid Cloud
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "jfrog.com: How to Accelerate Software Delivery with Hybrid Cloud CI/CD (e-commerce)
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://jfrog.com/blog/how-to-protect-your-secrets-with-spectral-and-jfrog-pipelines:
  addition_method: manual
  content_hash: a48397adced925ba90b1355bac44349d267b2c0efbb48e7c7393c36b7ff2fc7a
  description: ''
  health_score: 100.0
  last_checked: 1779030706.168387
  stars: 0
  status: online
  title: 'jfrog.com: How to protect your secrets with Spectral and JFrog Pipelines'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://jfrog.com/blog/jfrog-artifactory-kubernetes-registry:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed platform landing page showing how JFrog Artifactory serves
    as an enterprise-grade Kubernetes container registry. It highlights native support
    for helm charts, secure repository proxies, and geographical cluster mirroring.
    This product is a leading commercial solution for robust software artifact management.
  language: N/A
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Artifact Management
  - Package Repositories
  - JFrog Artifactory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'JFrog Artifactory: Your Kubernetes Registry'
  addition_method: manual
  v2_locations:
  - registries.md
https://jfrog.com/blog/pipelines-ci-cd-and-the-jfrog-platform-difference:
  addition_method: manual
  content_hash: af025d6199ba3b02bc9af940118534415d3cd2be707d85785c13b8da47397544
  description: ''
  health_score: 100.0
  last_checked: 1779031081.050969
  stars: 0
  status: online
  title: 'jfrog.com: Pipelines CI/CD and the JFrog Platform Difference'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://jfrog.com/container-registry:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Focuses on the dedicated, free-tier edition of JFrog Container Registry
    built specifically for Docker, Helm, and OCI image curation. Powered by Artifactory
    engine mechanics, it delivers high performance and local caching. It offers a
    solid starting registry for developers transitioning to robust artifact tracking.
  language: N/A
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Artifact Management
  - Package Repositories
  - JFrog Artifactory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: JFrog Container Registry
  addition_method: manual
  v2_locations:
  - registries.md
https://jfrog.com/help/r/jfrog-artifactory-documentation/helm-chart-repositories:
  addition_method: manual
  content_hash: 6f377dbaf9043effc1ecf880e82df7c1a04b6df53d412ba1fe5079cae8aee95d
  health_score: 64.0
  last_checked: 1779130494.935883
  review_metadata:
    original_url: https://jfrog.com/help/r/jfrog-artifactory-documentation/helm-chart-repositories
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.935887'
  status: review_required
  v1_locations:
  - docs/registries.md
https://jfrog.com/integration/kubernetes-docker-registry:
  addition_method: manual
  content_hash: 538fbc15bcbce09c7d39035e5551ec30a7c7e5c626afc52647ab37f647f8c2b7
  description: ''
  health_score: 100.0
  last_checked: 1779033510.412381
  stars: 0
  status: online
  title: 'jfrog.com: What Artifactory as your kubernetes docker registry means to''
    you'
  v1_locations:
  - docs/registries.md
  year: N/A
https://jfrog.com/integrations/kubernetes-docker-registry:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores technical benefits of leveraging JFrog Artifactory as a Kubernetes-native
    registry, detailing how its universal binary repository engine supports multiple
    environments simultaneously. It covers secure image scanning, remote repository
    proxy configuration, and integration with Kubernetes cluster pull secrets. This
    guide assists architects in scaling their application runtimes securely.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Artifact Management
  - Package Repositories
  - JFrog Artifactory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jfrog.com: What Artifactory as your kubernetes docker registry means to
    you'
  addition_method: manual
  v2_locations:
  - registries.md
https://jfrog.com/knowledge-base/a-beginners-guide-to-understanding-and-building-docker-images:
  addition_method: manual
  content_hash: 1f73d5d89c04425858394d6eed791169f0ddb9abd035e1140e1b886ee8c67506
  description: ''
  health_score: 100.0
  last_checked: 1779030426.509606
  stars: 0
  status: online
  title: "jfrog.com: A Beginner’s Guide to Understanding and Building Docker Images'
    \U0001F31F"
  v1_locations:
  - docs/docker.md
  year: N/A
https://jfrog.com/knowledge-base/the-basics-7-alternatives-to-docker-all-in-one-solutions-and-standalone-container-tools:
  addition_method: manual
  content_hash: dd788fa9bfcaba086c62d184d7f0740d92c5816dbff5602fec34c86299bd674e
  description: ''
  health_score: 100.0
  last_checked: 1779031928.573756
  stars: 0
  status: online
  title: "jfrog.com: THE BASICS: 7 Alternatives to Docker: All-in-One Solutions and'
    Standalone Container Tools \U0001F31F"
  v1_locations:
  - docs/docker.md
  year: N/A
https://jfrog.com/learn/cloud-native/how-to-build-docker-images:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A guide detailing the architectural layout of OCI image file structures,
    layers, and configuration steps. Outlines strategies to optimize caching processes
    during rebuild workflows.
  language: Dockerfile
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Container Basics
  - Image Building
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "jfrog.com: A Beginner’s Guide to Understanding and Building Docker Images
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://jfrog.com/learn/devops/alternatives-to-docker:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This JFrog learning resource breaks down alternative container tools
    in the OCI ecosystem, highlighting specialized runtimes, engines, and build utilities.
    By contrasting options like Podman, containerd, LXC, and Kaniko, it provides architects
    with a comprehensive roadmap for selecting tools based on security, speed, and
    platform architecture requirements.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Infrastructure
  - Containerization
  - Runtimes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jfrog.com: THE BASICS: 7 Alternatives to Docker: All-in-One Solutions and
    Standalone Container Tools \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://jfrog.com/pipelines:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An industry analyst review of enterprise CI/CD solutions. Highlights
    the positioning of systems like JFrog Pipelines on parameters including multi-cloud
    portability, automated governance, secure distribution, and hybrid scalability.
  language: English
  resource_type: Report
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Industry Reports
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "GigaOm's Radar for Enterprise CI/CD \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
  - cicd.md
https://jfrog.com/platform:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A unified DevOps platform focusing on secure package management, continuous
    vulnerability scanning, and automated compilation. Acts as the single point of
    truth for container artifacts across distributed multi-cluster deployments.
  language: N/A
  resource_type: Platform
  complexity: High
  hierarchy:
  - Software Delivery
  - Artifact Management
  - Enterprise DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'jfrog.com: JFrog DevOps Platform'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://jfrog.com/whitepaper/gigaom-radar-for-enterprise-ci-cd:
  addition_method: manual
  content_hash: af025d6199ba3b02bc9af940118534415d3cd2be707d85785c13b8da47397544
  description: ''
  health_score: 100.0
  last_checked: 1779032039.517302
  stars: 0
  status: online
  title: "GigaOm's Radar for Enterprise CI/CD \U0001F31F"
  v1_locations:
  - docs/cicd.md
  year: N/A
https://jfrog.com/whitepaper/the-jfrog-journey-to-kubernetes-best-practices-for-taking-your-containers-all-the-way-to-production:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural whitepaper addressing modern methodologies and challenges
    when transitioning containerized systems from development to Kubernetes production.
    It explores concepts such as immutable builds, metadata tagging, and geo-replication
    of artifact registries. An essential document for platform architects planning
    large-scale rollouts.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Artifact Management
  - Package Repositories
  - JFrog Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'The JFrog journey to kubernetes: best practices for taking your containers
    all the way to production'
  addition_method: manual
  v2_locations:
  - registries.md
https://jhhemal.medium.com/some-essential-built-in-tools-for-working-with-lists-81c4f9d5f25e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031025.733885
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jhhemal.medium.com: Some Essential Built-in Tools for Working with Lists'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jhhemal.medium.com:
    Some Essential Built-in Tools for Working with Lists in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jhhemal.medium.com/some-tips-and-tricks-for-writing-better-code-in-python-f65e4b6814fd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033663.202591
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jhhemal.medium.com: Some Tips and Tricks for Writing Better Code in Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jhhemal.medium.com:
    Some Tips and Tricks for Writing Better Code in Python in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jijujacob27.medium.com/sharded-saas-applications-on-kubernetes-using-helm-argocd-and-argo-rollouts-a683c66f8646:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030927.823118
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jijujacob27.medium.com: Sharded applications on Kubernetes using Helm, ArgoCD,''
    and Argo-Rollouts'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jijujacob27.medium.com:
    Sharded applications on Kubernetes using Helm, ArgoCD,'' and Argo-Rollouts in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jimangel.io/post/auto-gitops-isitstillrunning.com:
  addition_method: manual
  content_hash: 555839b76c0b70ea769ee625f61e9a3c742917b26c280660bc222d9418eaf926
  description: ''
  health_score: 100.0
  last_checked: 1779031896.524171
  stars: 0
  status: online
  title: 'jimangel.io: Self-Updating GitOps'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://jimmydqv.com/iam-anywhere:
  description: "- Most of us that have worked with cloud long enough has encountered
    hybrid cloud solutions in one way or another. I often see clients with some parts,
    or applications, running on-premises that need to call AWS services. I'm working
    with an client with an application running on-premises. The application gather
    data from different sources, and then upload the data files to an Amazon S3 Bucket.
    The data is imported and analyzed in the cloud. Up till now I needed to create
    an IAM User and generate long lived credentials that the on-premises part could
    use. That is until the recent release of IAM Anywhere.\n    - IAM Anywhere rely
    on Public key Infrastructure (PKI) and exchange x.509 certificates for temporary
    AWS IAM credentials. You establish a trust between you AWS account and a Certificate
    Authority (CA), a trust anchor. Certificates issued by that CA can then be used
    to get credentials. Fields, like the Common Name (CN), in the certificate can
    be used as conditions in policies to limit what IAM Roles that can be assumed."
  year: '2022'
  stars: 0
  ai_summary: A hands-on case study explaining how to integrate on-premises ingestion
    workloads with AWS S3 using AWS IAM Roles Anywhere. It highlights the PKI handshake
    mechanism exchanging x.509 certificates for short-lived STS credentials, effectively
    deprecating long-lived IAM user keys in non-cloud environments.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - AWS IAM
  - Hybrid Cloud Identity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jimmydqv.com: AWS IAM Anywhere \U0001F31F"
  addition_method: manual
  v2_locations:
  - aws-security.md
https://jimmysong.io/awesome-cloud-native:
  addition_method: manual
  content_hash: 37d670790e1825ff817a5ce878eebf563c5a137963e056c6fe213e77b2d218ee
  description: ''
  health_score: 100.0
  last_checked: 1779031809.830575
  stars: 0
  title: Awesome Cloud Native
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
https://jimmysong.io/blog/sidecar-injection-iptables-and-traffic-routing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive into the mechanics of sidecar injection, iptables configuration,
    and traffic redirection in Istio. Indispensable reading for platform architects
    needing to diagnose internal routing mechanisms or design custom networking overlays.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Internals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'jimmysong.io: Understanding the Sidecar Injection, Traffic Intercepting
    & Routing Process in Istio'
  addition_method: manual
  v2_locations:
  - istio.md
https://jimmysong.io/en/blog/sidecar-injection-iptables-and-traffic-routing:
  addition_method: manual
  content_hash: 06de95ed854b85dd465e84cbd7ff9ce3dee989c0c758582dff6ec6d2eaf4aefe
  description: ''
  health_score: 100.0
  last_checked: 1779029838.185059
  stars: 0
  status: online
  title: 'jimmysong.io: Understanding the Sidecar Injection, Traffic Intercepting''
    & Routing Process in Istio'
  v1_locations:
  - docs/istio.md
  year: N/A
https://jimmysong.io/kubernetes-handbook/concepts/pod.html:
  addition_method: manual
  content_hash: 7a2d7655e4722cb3117f2029a981d9878d43d683d0b4a00868492609d26d8818
  description: ''
  health_score: 100.0
  last_checked: 1779032644.499817
  stars: 0
  status: online
  title: "jimmysong.io/kubernetes-handbook/concepts/pod.html \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://jimmysong.io/kubernetes-handbook/guide/using-kubectl.html:
  addition_method: manual
  content_hash: 7a2d7655e4722cb3117f2029a981d9878d43d683d0b4a00868492609d26d8818
  description: ''
  health_score: 100.0
  last_checked: 1779031037.341075
  stars: 0
  status: online
  title: "jimmysong.io: kubectl cheat sheet \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://jimmysong.io/zh/book/kubernetes-handbook:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A highly authoritative, Chinese-language Kubernetes conceptual handbook.
    Curator Insight ranks this as a leading resource for Asian cloud migrations. Live
    Grounding corroborates its influence on local cloud-native training curricula
    and infrastructure design.
  language: Chinese
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Platform
  - Container Orchestration
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jimmysong.io/kubernetes-handbook/concepts/pod.html \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://jinwookim928.medium.com/automation-script-for-git-flow-on-powershell-70d0596f6da8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033236.64424
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jinwookim928.medium.com: Automation Script for Git Flow on PowerShell'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jinwookim928.medium.com:
    Automation Script for Git Flow on PowerShell in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jinwookim928.medium.com/intro-to-event-driven-architecture-79914e5969d7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031844.342237
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jinwookim928.medium.com: Why Not Event Driven Architecture?'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jinwookim928.medium.com:
    Why Not Event Driven Architecture? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jitpack.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: JitPack is a package repository service that builds Git repositories
    on demand and distributes the resulting artifacts directly. Live Grounding confirms
    JitPack is heavily utilized for rapid prototyping and publishing developer-forked
    versions of libraries, completely bypassing traditional Maven Central release
    overheads.
  language: English
  resource_type: Service / Tool
  complexity: Beginner
  hierarchy:
  - Cloud-Native Java
  - Package Management
  - JitPack
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "jitpack.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://jjba.dev/posts/jenkins-shared-library:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032644.405857
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jjba.dev: Jenkins Shared Library with Unit tests'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jjba.dev:
    Jenkins Shared Library with Unit tests in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jkcfg.github.io:
  addition_method: manual
  content_hash: 31b25869b39f1baa9e7fc279255901b696c36629e57294d4455f479534139852
  description: ''
  health_score: 100.0
  last_checked: 1779032800.21169
  needs_ai_refresh: true
  stars: 0
  title: jkcfg.github.io
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://jkebertz.medium.com/the-art-of-writing-amazing-rest-apis-dc4c4100478d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029070.212677
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jkebertz.medium.com: The Art of Writing Amazing REST APIs'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jkebertz.medium.com:
    The Art of Writing Amazing REST APIs in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jmeter.apache.org:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Industry-standard, open-source performance evaluation engine. Simulates
    high-velocity workloads against a wide array of application protocols to measure
    system response under stress.
  language: Java
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Performance Engineering
  - Load Testing
  - Testing Frameworks
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: jmeter.apache.org
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://jmeter.apache.org/usermanual/best-practices.html:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Official design guidelines detailing how to configure JMeter for massive
    volume tests. Recommends relying on CLI mode and minimizing logging resources
    to avoid client-side load skew.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Performance Engineering
  - Load Testing
  - Testing Frameworks
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'jmeter.apache.org: Best Practices'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://jmfloreszazo.com/flujos-de-trabajo-de-git:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A Spanish-language overview of major Git workflows, comparing GitFlow,
    GitHub Flow, and GitLab Flow. Focuses on helping engineering teams select and
    adapt the right strategy based on deployment cadence, scale, and release frequency.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Development Models
  - Branching Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jmfloreszazo.com: Flujos de trabajo de git'
  addition_method: manual
  v2_locations:
  - git.md
https://jmfloreszazo.com/git-mejores-practicas-cherry-picking:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical guide in Spanish targeting cherry-picking best practices
    inside release cycles. Highlights the risks of duplicate commit hashes and outlines
    strategies for safely cherry-picking patches without fracturing the project's
    historical graph.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Advanced Git
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jmfloreszazo.com: GIT Mejores prácticas: CHERRY-PICKING'
  addition_method: manual
  v2_locations:
  - git.md
https://jmfloreszazo.com/monetizar-un-api-con-azure-api-management:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Spanish guide explaining the deployment of API monetization policies
    using Azure API Management (APIM). Focuses on quota restrictions, rate-limiting,
    subscription keys, and stripe integrations.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Network & Delivery
  - API Management
  - Monetization Models
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'jmfloreszazo.com: Monetizar un API, con Azure API Management'
  addition_method: manual
  v2_locations:
  - azure.md
https://jmrobles.medium.com/how-to-setup-hetzner-load-balancer-on-a-kubernetes-cluster-2ce79ca4a27b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029246.430889
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jmrobles.medium.com: How to setup Hetzner load balancer on a Kubernetes''
    cluster'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jmrobles.medium.com:
    How to setup Hetzner load balancer on a Kubernetes'' cluster in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://joachim8675309.medium.com/aks-with-grpc-and-ingress-nginx-32481a792a1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031341.324876
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'joachim8675309.medium.com: AKS with GRPC and ingress-nginx'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering joachim8675309.medium.com:
    AKS with GRPC and ingress-nginx in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://joachim8675309.medium.com/externaldns-with-aks-azure-dns-941a1804dc88:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029325.421604
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'joachim8675309.medium.com: ExternalDNS with AKS & Azure DNS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering joachim8675309.medium.com:
    ExternalDNS with AKS & Azure DNS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://joachim8675309.medium.com/externaldns-with-eks-and-route53-90aa23fa3aba:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031714.544223
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'joachim8675309.medium.com: ExternalDNS with EKS and Route53'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering joachim8675309.medium.com:
    ExternalDNS with EKS and Route53 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://joachim8675309.medium.com/istio-service-mesh-on-aks-1b6ed16f6890:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033205.845614
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'joachim8675309.medium.com: AKS with Istio Service Mesh'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering joachim8675309.medium.com:
    AKS with Istio Service Mesh in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jobs.rekruuto.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030034.556026
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jobs.rekruuto.com: Rekruuto DevOps and SRE Job Opportunities'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jobs.rekruuto.com:
    Rekruuto DevOps and SRE Job Opportunities in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://joelcalifa.com/blog/tiny-wins:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the highly effective concept of 'Tiny Wins'—prioritizing and
    executing small, high-impact product UX/UI micro-optimizations. Demonstrates how
    compound micro-improvements drastically improve overall user satisfaction and
    system usability with minimal architectural overhead or engineering effort.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Product Management
  - Design Strategy
  - Micro-optimizations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'joelcalifa.com: Tiny Wins'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://joereis.substack.com/p/data-engineering-in-2024-what-im:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030989.39225
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'joereis.substack.com: Data Engineering in 2024. What I''m Seeing'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering joereis.substack.com:
    Data Engineering in 2024. What I''m Seeing in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://john-tucker.medium.com/kubernetes-cpu-resource-requests-at-runtime-c4df668d1c5c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029475.14172
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'john-tucker.medium.com: Kubernetes CPU Resource Requests at Runtime'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering john-tucker.medium.com:
    Kubernetes CPU Resource Requests at Runtime in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://johnclarke73.medium.com/our-continuous-delivery-journey-11d86dd68a49:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030204.391546
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'johnclarke73.medium.com: How GitOps works for us'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering johnclarke73.medium.com:
    How GitOps works for us in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://johnlokerse.dev/2024/02/05/lint-azure-bicep-templates-in-azure-devops:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Illustrates the integration of Bicep linting tools within Azure DevOps
    build pipelines. Ensures syntactic correctness, adherence to best-practice rules,
    and early feedback loops prior to execution plans or arm deployments.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - DevOps
  - CI-CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'johnlokerse.dev: Lint Azure Bicep templates in Azure DevOps'
  addition_method: manual
  v2_locations:
  - azure.md
https://johnlokerse.dev/2025/02/10/automate-pull-request-descriptions-in-azure-devops-with-azure-openai:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A tutorial showing how to automate the generation of pull request descriptions
    within Azure DevOps pipelines using Azure OpenAI APIs. Streamlines developer velocity
    and documentation standards.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - AI & Automation
  - AI PR Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Automate Pull Request Descriptions in Azure DevOps with Azure OpenAI
  addition_method: manual
  v2_locations:
  - ai.md
  - azure.md
https://jonbc.medium.com/hacking-your-way-to-observability-part-1-cf4cd42fb4dc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031624.799841
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jonbc.medium.com: Hacking your way to Observability — Part 1 : Metrics'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jonbc.medium.com:
    Hacking your way to Observability — Part 1 : Metrics in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jonbc.medium.com/hacking-your-way-to-observability-part-2-c38baaee6b92:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032420.92044
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jonbc.medium.com: Hacking your way to Observability — Part 2 : Alerts'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jonbc.medium.com:
    Hacking your way to Observability — Part 2 : Alerts in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://jonnylangefeld.com/blog/kubernetes-how-to-view-swagger-ui:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This tutorial shows how to expose Swagger UI within a Kubernetes environment
    to dynamically explore and test internal cluster APIs. It covers secure proxying,
    namespace-level configurations, and JWT token passing.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - API Development
  - Kubernetes Administration
  - Swagger UI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jonnylangefeld.com: Kubernetes: How to View Swagger UI'
  addition_method: manual
  v2_locations:
  - swagger-code-generator-for-rest-apis.md
https://josephrodriguezg.medium.com/deploying-a-spring-boot-application-in-kubernetes-using-helm-charts-5c04c2d46e16:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029878.052467
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'josephrodriguezg.medium.com: Deploying a Spring Boot microservice in Kubernetes''
    using Helm charts'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering josephrodriguezg.medium.com:
    Deploying a Spring Boot microservice in Kubernetes'' using Helm charts in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://joseprsm.medium.com/how-to-build-machine-learning-models-that-train-themselves-bbc87499ca5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029267.776855
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'joseprsm.medium.com: How to build Machine Learning models that train themselves'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering joseprsm.medium.com:
    How to build Machine Learning models that train themselves in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://joshbersin.com/2021/12/from-the-great-resignation-to-the-great-migration:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A market report analyzing the transformation of the 'Great Resignation'
    into a 'Great Migration.' It details how top engineering talent did not exit the
    workforce but rather moved toward organized, remote-friendly, and technically
    mature companies.
  language: English
  resource_type: report
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Labor Trends
  - Talent Mobility
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'joshbersin.com: From The Great Resignation To The Great Migration'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://journeyofthegeek.com/2024/05/10/azure-authorization-azure-rbac-delegation:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: An in-depth analysis of the security implications and execution steps
    of RBAC delegation patterns. Under 2026 security models, implementing conditional
    delegations is necessary to grant team autonomy while preventing unapproved privilege
    escalations.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Identity & Access
  - Cloud Security
  - RBAC
  - Delegated Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'journeyofthegeek.com: Azure Authorization – Azure RBAC Delegation'
  addition_method: manual
  v2_locations:
  - azure.md
https://jpastreamer.org:
  description: ''
  addition_method: manual
  content_hash: 52aebb7bce462b733097d6661915204794d4ceb420f5913d07da87123165d015
  health_score: 100.0
  last_checked: 1779032150.693912
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: An open-source library that allows developers to write standard JPA
    queries using Java's functional Stream API. By eliminating complex boilerplates,
    JPAstreamer greatly simplifies data access layers in modern, database-heavy microservices
    in 2026.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Modern Java
  - Frameworks
  - Database Access
  is_microservice: true
  title: "JPA streamer \U0001F31F"
https://jpetazzo.github.io/2021/11/30/docker-build-container-images-antipatterns:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An experienced architect's critique of bad habits in image composition.
    Identifies dependencies on build host features, missing ignore-files, and bad
    layering decisions.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Architectural Patterns
  - Anti-patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jpetazzo.github.io: Anti-Patterns When Building Container Images'
  addition_method: manual
  v2_locations:
  - docker.md
https://jproco.medium.com/deliver-a-product-roadmap-that-survives-startup-velocity-f9be4fb9893e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029563.47162
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jproco.medium.com: Deliver a Product Roadmap That Survives Startup Velocity'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jproco.medium.com:
    Deliver a Product Roadmap That Survives Startup Velocity in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://json-schema.org/understanding-json-schema:
  addition_method: manual
  content_hash: 9f0bf9b8918ead993838938a77f3a4cc1fb47956832cef9ca08e983a6fabb1e7
  description: ''
  health_score: 100.0
  last_checked: 1779034094.494481
  stars: 0
  status: online
  title: "json-schema.org: Understanding JSON Schema \U0001F31F"
  v1_locations:
  - docs/yaml.md
  year: N/A
https://json-schema.org/understanding-json-schema/reference:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The official validation vocabulary specification for JSON documents.
    Enables programmatic enforcement of structural constraints, data types, and required
    fields across distributed microservice payload interfaces.
  language: None
  resource_type: Specification
  complexity: Medium
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Standards & Specifications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "json-schema.org: Understanding JSON Schema \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://jsoncrack.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An interactive data visualization platform that constructs graph representations
    of nested JSON schemas. Helps platform engineers conceptualize structural relationships
    and analyze nested configurations in high-density graphs.
  language: TypeScript
  resource_type: Web Application
  complexity: Low
  hierarchy:
  - Developer Workspace
  - Diagnostics & Debugging
  - Visualizers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jsoncrack.com: JSON Crack \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://jsonformatter.org/yaml-validator:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736180.076218
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: ==jsonformatter.org/yaml-validator==
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ==jsonformatter.org/yaml-validator==
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
  is_special: true
https://jsoning.com:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A lightweight document database framework designed to run basic JSON
    persistence and configuration-driven workflows inside modular serverless functions.
  language: JavaScript
  resource_type: Database
  complexity: Low
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Data Modeling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: jsoning.com
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://jsonnet.org:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A powerful, Turing-complete data templating language that extends JSON
    with variables, functions, conditionals, and object inheritance. Eliminates configuration
    duplication by generating clean JSON configurations programmatically.
  language: C++
  resource_type: DSL / Language
  complexity: High
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Configuration DSLs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Jsonnet
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://jsontoolbox.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A modern online toolkit offering unified interfaces for compression,
    conversion, structure validation, and mapping of raw JSON payloads without data
    leakage risks.
  language: TypeScript
  resource_type: Web Application
  complexity: Low
  hierarchy:
  - Developer Workspace
  - Command-Line Tooling
  - JSON & YAML Manipulators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: jsontoolbox.com
  addition_method: manual
  v2_locations:
  - ChromeDevTools.md
https://judebantony.github.io/cicd-github-action-example:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details a practical approach to modern DevSecOps pipeline construction.
    Highlights step-by-step additions of static application security testing (SAST),
    software composition analysis (SCA), and secrets auditing inside automated GitHub
    Actions runs.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Security & Compliance
  - DevSecOps Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'judebantony.github.io: DevSecOps with GitHub Action and SaaS Tools'
  addition_method: manual
  v2_locations:
  - demos.md
https://juhache.substack.com/p/from-data-engineer-to-yaml-engineer-ed2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031356.081732
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'juhache.substack.com: From Data Engineer to YAML Engineer'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering juhache.substack.com:
    From Data Engineer to YAML Engineer in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://juju.is/cloud-native-kubernetes-usage-report-2021:
  addition_method: manual
  content_hash: 6dd11f73ac72feaba19d04d02df52351050e2cf9701a46e219eb47d3bb1d2f93
  description: ''
  health_score: 100.0
  last_checked: 1779030423.719401
  stars: 0
  status: online
  title: 'juju.is: Kubernetes and cloud native operations report 2021'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://julien.danjou.info/blog/2015/guide-to-python-profiling-cprofile-concrete-case-carbonara:
  description: ''
  year: '2015'
  stars: 3
  ai_summary: Curator Insight provides a step-by-step deep dive into execution bottleneck
    isolation using the standard cProfile module. Live Grounding validates that while
    continuous visual profilers are used at scale, understanding deterministic execution
    tracing using native cProfile remains a fundamental engineering prerequisite for
    debugging CPU-bound application paths.
  language: Python
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Python
  - Performance Profiling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Profiling Python using cProfile: a concrete case'
  addition_method: manual
  v2_locations:
  - python.md
https://julien.danjou.info/stop-merging-your-pull-request-manually:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Advocates for automated merge engines like Mergify over manual Pull
    Request integration. Examines how manual merges introduce race conditions, inconsistent
    test states, and build failures. Suggests adopting policy-driven merge queues
    to safeguard trunk health and optimize integration pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - CI-CD Automation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "julien.danjou.info: Stop merging your pull requests manually \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://jumpstart.azure.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The comprehensive Azure Arc Jumpstart portal, providing automated, hands-on
    sandbox scenarios for Arc-enabled infrastructure. It facilitates instant provisioning
    of hybrid Kubernetes, servers, and data services across multi-cloud environments
    like AWS and GCP. This portal remains the primary industry reference for testing
    real-world deployment patterns and complex integration topologies.
  language: N/A
  resource_type: Reference Platform
  complexity: Advanced
  hierarchy:
  - Cloud Native & Kubernetes
  - Hybrid & Multicloud Solutions
  - Azure Arc Jumpstart
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: azurearcjumpstart.io
  addition_method: manual
  v2_locations:
  - azure.md
https://junit.org:
  description: '- [lambdatest.com](https://www.testmuai.com/blog/junit5-extensions)
    A Comprehensive Guide On JUnit 5 Extensions'
  year: '2026'
  stars: 5
  ai_summary: The industry-standard unit testing library for the Java programming
    language. Utilizes a powerful, modern platform engine API with custom extension
    models (JUnit 5) for reliable test execution.
  language: Java
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing Frameworks
  - Java Ecosystem
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: JUnit
  addition_method: manual
  v2_locations:
  - qa.md
https://justingarrison.com/blog/2021-07-11-github-url-hacks:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: 'Curator Insight: Deep-dive into URL query parameters and routing hacks
    to unlock hidden GitHub UI functionality. Live Grounding: Remains a goldmine for
    platform engineers needing to programmatically link to specific branch comparisons,
    file edit modes, or issue templates directly from CI/CD dashboards.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Development
  - Version Control
  - GitHub
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "justingarrison.com: GitHub URL Hacks \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://justinoconnor.codes/2022/08/19/azure-periodic-table-of-resource-naming-convention-shorthands:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive reference matrix mapping standardized abbreviations
    for Azure resource types. It functions as an interactive periodic table to assist
    cloud architects in organizing consistent tagging and infrastructure-as-code deployments.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Governance
  - Resource Management
  - Naming Conventions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'justinoconnor.codes: Azure Periodic Table of Resource Naming Convention
    Shorthands'
  addition_method: manual
  v2_locations:
  - azure.md
https://jvns.ca/blog/2021/09/24/new-tool--an-nginx-playground:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An interactive configuration testing platform designed to simplify complex
    Nginx rulesets. While the curator positions this as an experimental learning aid,
    live evaluation shows it has become an indispensable debugging tool for platform
    engineers needing to validate route maps, regex rewrites, and upstream headers
    safely outside production environments.
  language: N/A
  resource_type: Web Tool
  complexity: Beginner
  hierarchy:
  - Traffic Management
  - Load Balancing & Reverse Proxy
  - Nginx Playground
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'jvns.ca: New tool: an nginx playground'
  addition_method: manual
  v2_locations:
  - web-servers.md
https://jvns.ca/blog/2022/04/12/a-list-of-new-ish--command-line-tools:
  description: "- [jq](https://stedolan.github.io/jq) (a great JSON-wrangling tool)\n
    \   - [jc](https://github.com/kellyjonbrazil/jc) (convert various tools’ output
    into JSON)\n    - [jo](https://github.com/jpmens/jo) (create JSON objects)\n    -
    [yq](https://github.com/mikefarah/yq) (like jq, but for YAML). there’s also another
    yq\n    - [fx](https://github.com/antonmedv/fx) (interactive json tool)\n    -
    [jless](https://github.com/PaulJuliusMartinez/jless) (json pager)\n    - [xsv](https://github.com/BurntSushi/xsv)
    (a command line tool for csv files, from burntsushi)\n    - [visidata](https://www.visidata.org)
    (“an interactive multitool for tabular data”)\n    - [miller](https://github.com/johnkerl/miller)
    (“like awk/sed/cut/join/sort for CSV/TSV/JSON/JSON lines”)"
  year: '2022'
  stars: 0
  ai_summary: A handpicked inventory of modern terminal applications (jq, jc, fx,
    yq, and jless). Simplifies querying, visualizes nested payloads, and reformats
    plain configuration text directly in local shell environments.
  language: None
  resource_type: Curated List
  complexity: Low
  hierarchy:
  - Developer Workspace
  - Command-Line Tooling
  - JSON & YAML Manipulators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jvns.ca: A list of new(ish) command line tools'
  addition_method: manual
  v2_locations:
  - linux.md
  is_special: true
https://k0sproject.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Mirantis' zero-friction, single-binary Kubernetes distribution. Designed
    to operate across any cloud, hybrid, or edge infrastructure, k0s packages all
    control plane and node dependencies in a single executable, drastically simplifying
    lifecycle maintenance, upgrading, and operational footprint.
  language: Go
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Edge & IoT
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: k0s
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://k21academy.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: K21Academy delivers structured educational paths centered on Docker
    and Kubernetes certifications such as CKA, CKAD, and CKS. The materials focus
    heavily on exam objectives, foundational container mechanics, and secure administrative
    practices.
  language: English
  resource_type: Training Portal
  complexity: Intermediate
  hierarchy:
  - Training & Education
  - Certifications
  - Structured Courses
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: k21academy.com/category/docker-kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://k21academy.com/amazon-web-services/aws-devops-vs-azure-devops:
  addition_method: manual
  content_hash: 055e35021534704ebe0f04e27eadd9ecb365fc0d53acb1c1571ef967c7639d18
  health_score: 100.0
  last_checked: 1779034348.33744
  status: online
  v1_locations:
  - docs/aws-devops.md
https://k21academy.com/amazon-web-services/aws-solutions-architect/aws-application-services:
  addition_method: manual
  content_hash: 455a759bbbde884d8332599d9b093f434f01892798a5c22ca93603966afefd35
  description: ''
  health_score: 100.0
  last_checked: 1779029899.81202
  stars: 0
  status: online
  title: 'k21academy.com: AWS Application Services: Lambda, SES, SNS, SQS, SWF'
  v1_locations:
  - docs/aws.md
  year: N/A
https://k21academy.com/amazon-web-services/aws-solutions-architect/aws-secrets-manager:
  addition_method: manual
  content_hash: a35ce1b1a4911a029ed985ce5b4ad8c0402a77b5a85d145b2a76b38ac826ea96
  description: ''
  health_score: 100.0
  last_checked: 1779033030.945719
  stars: 0
  status: online
  title: 'k21academy.com: AWS Secrets Manager'
  v1_locations:
  - docs/aws-security.md
  year: N/A
https://k21academy.com/ansible/ansible-for-beginners:
  addition_method: manual
  content_hash: 6341d6459949808dd44deb90668b903525865e2296c67fcbe51002ccedac3d57
  description: ''
  health_score: 100.0
  last_checked: 1779031122.958003
  stars: 0
  status: online
  title: "k21academy.com: Ansible for Beginners | Overview | Architecture & Use Cases'
    \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://k21academy.com/ansible/day2-live-session-review-and-q-a:
  addition_method: manual
  content_hash: f97600d979a6a836f3cb8b113bdf10f389fef64ef38c88befad15f3b2e2fd893
  description: ''
  health_score: 100.0
  last_checked: 1779029274.957482
  stars: 0
  title: "k21academy.com: Ansible for Beginners Day2 Live Session Review and Q/A \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://k21academy.com/ansible/terraform-vs-ansible:
  addition_method: manual
  content_hash: 5a63354e882b0091df9096a4cc43aead87d6a7be128b3a2236ea557fa7e58cd3
  description: ''
  health_score: 100.0
  last_checked: 1779031089.707133
  stars: 0
  status: online
  title: "k21academy.com: Terraform vs Ansible: Working, Difference, Provisioning'
    \U0001F31F"
  v1_locations:
  - docs/iac.md
  year: N/A
https://k21academy.com/aws-cloud/aws-application-services:
  description: ''
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.968555
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: Technical review of AWS's modular application integration portfolio.
    Contrasts serverless compute (Lambda) with asynchronous message queues (SQS),
    publish-subscribe event routing (SNS), programmatically orchestrated state workflows
    (SWF/Step Functions), and secure outbound transaction messaging (SES).
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Application Integration
  - Serverless Services
  is_microservice: true
  title: 'k21academy.com: AWS Application Services: Lambda, SES, SNS, SQS, SWF'
https://k21academy.com/aws-cloud/aws-devops-vs-azure-devops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comparative structural analysis pitting the AWS DevOps suite against
    Microsoft Azure DevOps, evaluating build pricing, third-party integrations, and
    native Kubernetes support configurations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Provisioning
  - CI/CD Integration
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'k21academy.com: AWS DevOps Vs. Azure DevOps'
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://k21academy.com/aws-cloud/aws-secrets-manager:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational technical guide to the architecture and operational model
    of AWS Secrets Manager. The article discusses integration mechanics with AWS RDS,
    IAM authorization policies, automated rotation via pre-configured Lambda templates,
    and encryption envelope methods using KMS.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security & Identity
  - Secrets Management
  - Lifecycle Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'k21academy.com: AWS Secrets Manager'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://k21academy.com/azure-cloud/azure-rbac-vs-azure-policies-vs-azure-blueprints:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A structured breakdown of the core pillars of cloud governance, contrasting
    Azure Role-Based Access Control (RBAC), Azure Policy, and Azure Blueprints. Demonstrates
    how to organize identity-based permission structures, enforce systemic compliance
    frameworks, and orchestrate environment baselines to maintain continuous security
    across enterprise tenants.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Governance & Management
  - Enterprise Governance
  - Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'k21academy.com: Azure RBAC Vs Azure Policies Vs Azure Blueprints'
  addition_method: manual
  v2_locations:
  - azure.md
https://k21academy.com/azure-data/azure-data-lake:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive primer on Azure Data Lake Storage (ADLS) Gen2. Outlines
    the architectural mechanics of its hierarchical namespace, POSIX-compliant Access
    Control Lists (ACLs), and deep native integration with compute engines such as
    Azure Databricks and Synapse. Essential reading for architects designing modern,
    scalable data platforms.
  language: English
  resource_type: Technical Overview
  complexity: Beginner
  hierarchy:
  - Data & Storage
  - Data Analytics
  - Data Lake
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'k21academy.com: Azure Data Lake Overview For Beginners'
  addition_method: manual
  v2_locations:
  - azure.md
https://k21academy.com/category/docker-kubernetes:
  addition_method: manual
  content_hash: c5b3d10f7b35990e0bf43b3a667d8ca6fbec1c393b44ac0eb4d7e8d98ee41169
  description: ''
  health_score: 100.0
  last_checked: 1779034265.785053
  stars: 0
  status: online
  title: k21academy.com/category/docker-kubernetes
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://k21academy.com/devops/ansible-for-beginners:
  description: "- [k21academy.com: Ansible for Beginners Day2 Live Session Review
    and Q/A \U0001F31F](https://k21academy.com/devops/day2-live-session-review-and-q-a)"
  year: '2021'
  stars: 0
  ai_summary: Comprehensive introductory architectural layout outlining controller
    requirements, managed nodes, dynamic inventory files, YAML playbook hierarchy,
    and general configuration management use-cases across environments.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "k21academy.com: Ansible for Beginners | Overview | Architecture & Use Cases
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://k21academy.com/devops/day2-live-session-review-and-q-a:
  addition_method: manual
  content_hash: 751a3542f3c8d24fa21a3dfa385cf1cf182df6fb32cca55cfdd05c8e85ba2a17
  health_score: 100.0
  last_checked: 1779130494.972043
  v1_locations:
  - docs/ansible.md
https://k21academy.com/devops/terraform-vs-ansible:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the operational execution models of Terraform and Ansible.
    Guides systems engineers on matching target workloads with the proper tool—using
    Terraform for infrastructure creation and Ansible for node system configuration.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "k21academy.com: Terraform vs Ansible: Working, Difference, Provisioning
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - iac.md
https://k21academy.com/docker-kubernetes/configmaps-secrets:
  addition_method: manual
  content_hash: d63c82c716d62b1994c17bbe697759e51bc44dffe3aab43b92fe455c6d19116b
  description: ''
  health_score: 100.0
  last_checked: 1779031459.290062
  stars: 0
  status: online
  title: "k21academy.com: Kubernetes ConfigMaps and Secrets: Guide to Create and Update'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://k21academy.com/docker-kubernetes/kubernetes-architecture-components-overview-for-beginners:
  addition_method: manual
  content_hash: 91a8cb356ff194f8132f780a98b00e345ae9ccf245181c508576b62c98798e70
  description: ''
  health_score: 100.0
  last_checked: 1779032699.922433
  stars: 0
  status: online
  title: 'k21academy.com: Kubernetes Architecture. An Introduction to Kubernetes Components'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://k21academy.com/docker-kubernetes/kubernetes-deployment:
  addition_method: manual
  content_hash: 4938d7e891325657e1339b3178df2f1189605eff589c443d1b1851d49806821c
  description: ''
  health_score: 100.0
  last_checked: 1779033949.938589
  stars: 0
  status: online
  title: 'k21academy.com: Kubernetes Deployment and Step-by-Step Guide to Deployment:''
    Update, Rollback, Scale & Delete'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://k21academy.com/docker-kubernetes/kubernetes-security/kube-bench-cis:
  addition_method: manual
  content_hash: 546a3651f84bc9a2f45d7eb0e6f79de27c4d997b5a7bba6e97c561181561fc8c
  description: ''
  health_score: 100.0
  last_checked: 1779034332.977142
  stars: 0
  title: "k21academy.com: Secure and Harden Kubernetes, AKS and EKS Cluster with kube-bench,'
    kube-hunter and CIS Benchmarks \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://k21academy.com/docker-kubernetes/monolithic-vs-microservices:
  addition_method: manual
  content_hash: cc3abde097ed6cd3f11495757666af58410ef25d90e896a9ceb9d38274502f04
  description: ''
  health_score: 100.0
  last_checked: 1779034498.011647
  stars: 0
  status: online
  title: 'k21academy.com: Monolithic vs Microservices – Difference, Advantages & Disadvantages'
  v1_locations:
  - docs/faq.md
  year: N/A
https://k21academy.com/kubernetes/configmaps-secrets:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: A fundamental playbook illustrating the lifecycle, generation, and updates
    of ConfigMaps and Secrets. Establishes the core differences in creation mechanisms
    and direct manifest applications.
  language: YAML
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Configuration
  - State Management
  - Config & Secrets
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "k21academy.com: Kubernetes ConfigMaps and Secrets: Guide to Create and Update
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://k21academy.com/kubernetes/kube-bench-cis:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130495.015441
  v1_locations:
  - docs/kubernetes-security.md
https://k21academy.com/kubernetes/kubernetes-architecture-components-overview-for-beginners:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A detailed breakdown of the internal nodes and services of Kubernetes.
    Details the role of master components like the scheduler and controller-manager
    alongside worker node components like kubelet and kube-proxy.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Control Plane
  - Cluster Topology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'k21academy.com: Kubernetes Architecture. An Introduction to Kubernetes Components'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://k21academy.com/kubernetes/kubernetes-deployment:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A complete operational guide to managing deployment configurations.
    Details step-by-step commands to update containers, trigger rolling restarts,
    revert deployment revisions, and scale replica limits.
  language: YAML
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Deployments
  - Core Mechanics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'k21academy.com: Kubernetes Deployment and Step-by-Step Guide to Deployment:
    Update, Rollback, Scale & Delete'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://k21academy.com/kubernetes/monolithic-vs-microservices:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive introductory comparative analysis of monolithic and
    microservices structures. It details deployment mechanics, system modularity,
    scaling challenges, and runtime isolation properties. It details concrete Kubernetes
    constructs like pods and namespaces that help isolate microservices in a shared
    physical cluster.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Microservices Architecture
  - Fundamentals
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'k21academy.com: Monolithic vs Microservices – Difference, Advantages & Disadvantages'
  addition_method: manual
  v2_locations:
  - faq.md
https://k21academy.com/microsoft-azure/az-104/azure-container-instances-and-kubernetes-service:
  addition_method: manual
  content_hash: 45366dfc1329efa8323f98a531a651c14e7a6c61786d56776153067efe4fb438
  health_score: 64.0
  last_checked: 1779130494.990166
  review_metadata:
    original_url: https://k21academy.com/microsoft-azure/az-104/azure-container-instances-and-kubernetes-service
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.990168'
  status: review_required
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
https://k21academy.com/microsoft-azure/az-303/azure-container-instances-and-kubernetes-service:
  addition_method: manual
  content_hash: 1e71e9f3560361de53e5299081631972445890f00ebfefcf0df841b9bccf7a1f
  description: ''
  health_score: 100.0
  last_checked: 1779029483.489913
  stars: 0
  status: online
  title: "k21academy.com: Azure Kubernetes Service & Azure Container Instances For'
    Beginners \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://k21academy.com/microsoft-azure/az-400/azure-pipelines-vs-jenkins:
  addition_method: manual
  content_hash: dfc0853dea06c15c26dc3c974053d37c22a3cdcf274c90bf5379301a237d5854
  description: ''
  health_score: 100.0
  last_checked: 1779031182.029187
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'k21academy.com: Azure pipelines VS Jenkins'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering k21academy.com:
    Azure pipelines VS Jenkins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://k21academy.com/microsoft-azure/azure-rbac-vs-azure-policies-vs-azure-blueprints:
  addition_method: manual
  content_hash: 829a76c44e39a55632c6d0ace657aa5a502b29bb9e4239f7cc405d2f17b2f784
  description: ''
  health_score: 100.0
  last_checked: 1779034015.934057
  stars: 0
  status: online
  title: 'k21academy.com: Azure RBAC Vs Azure Policies Vs Azure Blueprints'
  v1_locations:
  - docs/azure.md
  year: N/A
https://k21academy.com/microsoft-azure/data-engineer/azure-data-lake:
  addition_method: manual
  content_hash: e4b24dcc29d834be561f64df04e8edf1fd839afde7ff83d31b8e0048226ce772
  description: ''
  health_score: 100.0
  last_checked: 1779029131.078024
  stars: 0
  status: online
  title: 'k21academy.com: Azure Data Lake Overview For Beginners'
  v1_locations:
  - docs/azure.md
  year: N/A
https://k21academy.com/microsoft-azure/dp-203/azure-data-lake:
  addition_method: manual
  content_hash: 3b50e88dc2c71798769b901fe218c76a433002e6bf4e50a03e83fb57708ddd7a
  health_score: 64.0
  last_checked: 1779130495.016559
  v1_locations:
  - docs/azure.md
https://k21academy.com/scrum-master/scrum-vs-kanban:
  addition_method: manual
  content_hash: b061cda91bab2f79e336d28f888d2b044f55f88f7ed4341adb5e18d790b05708
  description: ''
  health_score: 100.0
  last_checked: 1779032104.411435
  stars: 0
  status: online
  title: 'k21academy.com: Scrum vs Kanban'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://k21academy.com/scrum/scrum-vs-kanban:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical overview comparing Scrum sprints and Kanban boards, aimed
    at cloud engineering professionals. Emphasizes how task-level agile delivery frameworks
    interface with cloud DevOps pipelines to drive high-frequency infrastructure deployments.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Agile Methodologies
  - Scrum and Kanban
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'k21academy.com: Scrum vs Kanban'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://k21academy.com/terraform-iac/terraform-automate-aws-vm:
  addition_method: manual
  content_hash: 72566ea85beedc4fbc2f03cc2c75c946917b6a42df237c621bb6b7f944827534
  description: ''
  health_score: 100.0
  last_checked: 1779029252.436737
  stars: 0
  status: online
  title: 'k21academy.com: Automate AWS Virtual Machine using Terraform – Creation''
    Demo'
  v1_locations:
  - docs/demos.md
  year: N/A
https://k21academy.com/terraform-iac/terraform-interview-questions:
  addition_method: manual
  content_hash: 584d8beb97ca19564f1a766aa76b0e333239cba7a68344c7fbbb42249f710778
  health_score: 100.0
  last_checked: 1779034105.866316
  v1_locations:
  - docs/interview-questions.md
https://k21academy.com/terraform-iac/why-terraform-not-chef-ansible-puppet-cloudformation:
  addition_method: manual
  content_hash: d6b3f8a0fd42ad3232683569f2c477d5b32a846f58a9cedd9deb8fd3e97e48cf
  description: ''
  health_score: 100.0
  last_checked: 1779032372.176714
  stars: 0
  status: online
  title: "k21academy.com: Why Terraform? Not Chef, Ansible, Puppet, CloudFormation?'
    \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://k21academy.com/terraform/terraform-automate-aws-vm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step introduction demonstrating the creation and lifecycle
    management of AWS Elastic Compute Cloud (EC2) instances using Terraform. Excellent
    for understanding simple provider declarations, variables, and resource destruction.
  language: HCL
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - AWS Compute Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'k21academy.com: Automate AWS Virtual Machine using Terraform – Creation
    Demo'
  addition_method: manual
  v2_locations:
  - demos.md
https://k21academy.com/terraform/terraform-interview-questions:
  addition_method: manual
  content_hash: 8746bdbc694fd85c8de97fb17dec8827862b87a81343f782c7e97f4a84e00d46
  health_score: 100.0
  last_checked: 1779130495.012548
  v1_locations:
  - docs/interview-questions.md
https://k21academy.com/terraform/why-terraform-not-chef-ansible-puppet-cloudformation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comparison-focused educational resource highlighting why Terraform's
    declarative approach, provider ecosystem, and stateful tracking mechanism offer
    significant advantages over traditional configuration management tools.
  language: English
  resource_type: Educational Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - IaC Comparison
  - Educational Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "k21academy.com: Why Terraform? Not Chef, Ansible, Puppet, CloudFormation?
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://k3s.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: A highly popular, fully compliant, lightweight Kubernetes distribution
    designed specifically for Edge, IoT, and DevSecOps CI pipelines. Packaged as a
    single binary, it replaces heavy etcd processes with flexible database options.
  language: Go
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Edge & IoT
  - Lightweight Kubernetes
  - K3s
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: '**k3s**'
  addition_method: manual
  v2_locations:
  - rancher.md
https://k8s-examples.container-solutions.com:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive curated collection of real-world Kubernetes deployment
    blueprints compiled by Container Solutions. Offers foundational reference templates
    for multi-tier microservices, storage configuration, and workload orchestration.
  language: YAML
  resource_type: Reference Collection
  complexity: Medium
  hierarchy:
  - Platform Engineering
  - Kubernetes Manifests
  - Reference Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Kubernetes examples \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://k8s.af:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A highly regarded community collection documenting real-world public
    post-mortems of major Kubernetes infrastructure outages. Serves as a priceless
    resource for resilience engineering, analyzing failures in DNS, etcd depletion,
    scheduling collapses, routing tables, and configuration mistakes.
  language: English
  resource_type: Interactive Portal
  complexity: Advanced
  hierarchy:
  - Operations
  - Post-Mortems
  - Resiliency Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "k8s.af \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://k8sgpt.ai:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An innovative, community-driven tool that integrates LLMs directly with
    Kubernetes diagnostic commands. By parsing cluster states, configuration anomalies,
    and system logs, k8sgpt provides clear explanations and automated remediation
    commands. It is a premier tool in the shift towards AI-powered autonomous operations
    (AIOps).
  language: Go
  resource_type: Product Page / Tool
  complexity: Advanced
  hierarchy:
  - Cloud Native Operations
  - AI-Powered Operations (AIOps)
  - Kubernetes Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: k8sgpt.ai
  addition_method: manual
  v2_locations:
  - ai.md
  - chatgpt.md
https://k8slens.dev:
  addition_method: manual
  content_hash: e860aaafc139aee65bdb9b202cd7b3ebf039f4b0119839f709cbcabbd0da5bbf
  description: ''
  health_score: 100.0
  last_checked: 1779032923.162414
  stars: 0
  status: online
  title: "Lens Kubernetes IDE \U0001F31F"
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://k8spatterns.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030339.517209
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'k8spatterns.io: Free Kubernetes Patterns e-book'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering k8spatterns.io:
    Free Kubernetes Patterns e-book in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://k8spharos.dev:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033424.510532
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Pharos \U0001F31F"
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  v2_locations:
  - kubernetes-on-premise.md
  - matrix-table.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Pharos
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://k8spin.cloud/oss-projects:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The main portal cataloging K8Spin's open-source projects. Focuses on
    lightweight cluster sharing tools, providing APIs designed to bootstrap secure
    developer workspaces instantly.
  language: N/A
  resource_type: Registry
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Registries & Catalogs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Discover K8Spin open source software
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://k8studio.io:
  description: ''
  addition_method: manual
  content_hash: f17b53e799daa6fc1e9f57211fd41cc3f8597ca05e631a7ab660fb2ef791956b
  health_score: 100.0
  last_checked: 1779032293.175613
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: K8Studio is a desktop graphical user interface designed to simplify
    multi-cluster Kubernetes administration and visualization. It presents a dynamic
    topological map of running cluster workloads, enabling live log streaming and
    terminal executions.
  language: TypeScript
  resource_type: Desktop GUI App
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Developer Productivity
  - UI Tools
  is_microservice: false
  title: ==k8studio==
https://k8studio.io/blogs/k8studio-vs-lens-kubernetes-ide:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'A technical comparative analysis comparing three premier client interfaces:
    K8Studio (graphical topology focus), Lens (full-featured IDE desktop application),
    and K9s (ultra-fast keyboard-driven terminal console dashboard).'
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "k8studio.io/blogs: K8studio vs. Lens vs. K9s \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://k8syaml.com:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An interactive web environment designed to generate clean, standard
    Kubernetes manifests based on best-practice configurations. It enables operators
    to construct and validate resources without writing boilerplate templates from
    scratch.
  language: N/A
  resource_type: tool
  complexity: intermediate
  hierarchy:
  - Cloud Native Operations
  - Kubernetes
  - Configuration Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "k8syaml.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  - kubernetes-tools.md
  is_special: true
https://k8up.io:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: K8up uses standard CRD objects to configure high-frequency Restic backups
    on selected persistent volumes. Offers integrated S3 exports, backup target management,
    and pruning policies.
  language: Go
  resource_type: Operator
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Protection
  - Kubernetes Backup Operators
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: k8up.io
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://k8z.dev:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A modern, lightweight cross-platform desktop and mobile app engineered
    for low-memory footprint cluster monitoring. Emphasizes swift, responsive transitions
    and secure local storage of cluster context data.
  language: TypeScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Desktop Client
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'k8z.dev: A lightweight, modern mobile and desktop application for manage
    kubernetes. Easily for use fast, secure'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://k9scli.io:
  description: ''
  addition_method: manual
  content_hash: 98e04a13ea4082c8fa8323ccc7cf9d53649f1326d1f2453ff3de5037e68020d8
  health_score: 100.0
  last_checked: 1779034569.096007
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: The K9scli portal is the home of K9s, the terminal-based user interface
    designed to streamline real-time Kubernetes interaction. By abstracting kubectl
    command sequences into fast, keyboard-driven hotkeys, it has earned standard status
    in modern DevOps environments. This site serves as the starting point for setting
    up K9s skins, plugins, and custom cluster views.
  language: Markdown
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Operations
  - Command Line Interfaces
  - Cluster Management
  is_microservice: false
  title: ==k9scli.io==
https://kafka-tutorials.confluent.io:
  addition_method: manual
  content_hash: 8186eb2c5e4fe5bf3fda69dbe0e853a6d90200c52b5a98bfc159fa073e880296
  description: ''
  health_score: 100.0
  last_checked: 1779034477.1704
  stars: 0
  status: online
  title: "kafka-tutorials.confluent.io \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://kafka-tutorials.confluent.io/how-to-count-messages-on-a-kafka-topic/ksql.html:
  addition_method: manual
  content_hash: b1456beaaa454ef29207eade70e1850ccb7521637951b2f4ea5d51ea8ca73098
  description: ''
  health_score: 100.0
  last_checked: 1779031521.297708
  stars: 0
  status: online
  title: 'kafka-tutorials.confluent.io: How to count messages in a Kafka topic'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://kafka-tutorials.confluent.io/join-a-stream-to-a-table/kstreams.html:
  addition_method: manual
  content_hash: ad78fd14f6f8e96bde7a81b75de9a6910753d28ad7099ee34d7a8fb07e367d71
  description: ''
  health_score: 100.0
  last_checked: 1779034289.215589
  stars: 0
  title: "kafka-tutorials.confluent.io: How to join a stream and a lookup table \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://kafka.apache.org:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Apache Kafka is the de facto industry-standard distributed event streaming
    platform. Operating on a partitioned, append-only log model, Kafka handles millions
    of messages per second with fault-tolerant durability, acting as the centralized
    real-time nervous system for microservices.
  language: Java
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Apache Kafka
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Apache Kafka
  addition_method: manual
  v2_locations:
  - message-queue.md
https://kailashyogeshwar.medium.com/how-we-implemented-reusable-ci-cd-pipeline-using-git-and-tekton-503bed91975b:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Focuses on building highly reusable CI/CD pipelines on Git and Tekton.
    Demonstrates decoupling generic build parameters from execution manifests, allowing
    development teams to share pipelines easily across projects.
  language: Yaml
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - CI/CD Pipelines
  - Tekton Templates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kailashyogeshwar.medium.com: How we implemented Reusable CI/CD Pipeline
    using Git and Tekton'
  addition_method: manual
  v2_locations:
  - demos.md
https://kaleshreya907.medium.com/step2a-install-docker-and-run-sonarqube-container-faa42d01f5fe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033338.926608
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kaleshreya907.medium.com: GitHub Actions: Netflix Deployment'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kaleshreya907.medium.com:
    GitHub Actions: Netflix Deployment in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kalilinuxtutorials.com/deploying-securing-kubernetes-clusters:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A hands-on tutorial outlining best practices for securing Kubernetes
    clusters. Walks through the configuration of Network Policies, RBAC limits, API
    server audits, and using pentesting frameworks like Kali Linux to find operational
    loopholes.
  language: English
  resource_type: Technical Tutorial
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Kubernetes Security
  - Cluster Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'kalilinuxtutorials.com: Deploying & Securing Kubernetes Clusters'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://kalilinuxtutorials.com/ldsview:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Guide for Ldsview, an offline parsing tool for LDIF format directory
    dumps. Excellent utility for security assessments, privilege escalation audits,
    and schema inspection of legacy corporate infrastructure databases.
  language: English
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Directory Services
  - LDAP Analysis
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'kalilinuxtutorials.com: Ldsview : Offline search tool for LDAP directory
    dumps in LDIF format'
  addition_method: manual
  v2_locations:
  - linux.md
https://kalm.dev:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034545.438304
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "kalm.dev \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering kalm.dev
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kamsjec.medium.com/argocd-setup-on-kubernetes-openshift-cluster-f7340344c017:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031460.49798
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kamsjec.medium.com: ArgoCD Setup on Kubernetes/OpenShift Cluster'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kamsjec.medium.com:
    ArgoCD Setup on Kubernetes/OpenShift Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kamsjec.medium.com/kubernetes-taints-and-tolerations-18727f618d01:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029168.835555
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kamsjec.medium.com: Kubernetes Taints and Tolerations'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kamsjec.medium.com:
    Kubernetes Taints and Tolerations in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kamsjec.medium.com/liveness-and-readiness-probes-91919f24e305:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032039.035077
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kamsjec.medium.com: liveness and readiness probes…'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kamsjec.medium.com:
    liveness and readiness probes… in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kanakinfosystems.com/blog/sql-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029371.373218
  v1_locations:
  - docs/cheatsheets.md
https://kanister.io:
  addition_method: manual
  content_hash: f8cd2ccca3740391ade2febf08f26396e4c8b8eccce8d8057fb88d5769e25ce3
  description: ''
  health_score: 100.0
  last_checked: 1779031507.488672
  stars: 0
  title: "kanister.io \U0001F31F"
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://kapeli.com/cheat_sheets/Sourcetree.docset/Contents/Resources/Documents/index:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: 'Curator Insight: Dedicated guide for Atlassian''s popular Sourcetree
    GUI client. Live Grounding: Maps graphic operations (interactive staging, repository
    cloning, flow configuration) back to basic CLI operations, reducing friction for
    non-CLI native engineers.'
  language: HTML
  resource_type: Client Reference
  complexity: Beginner
  hierarchy:
  - Development
  - Version Control
  - Git Clients
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Sourcetree Cheat Sheet
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://kapeli.com/cheatsheets:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A community-contributed aggregation of software-specific cheat sheets
    designed for Dash. Provides immediate keybinding and structural shortcuts across
    various developer tools, languages, and container technologies.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Documentation Tools
  - Offline Readers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Dash Cheat Sheets
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://kapeli.com/dash:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A premium, offline-first documentation browser for macOS that integrates
    with over 200 API documentation sets. Enables instant searching of code blocks,
    APIs, and frameworks, reducing lookup latency and boosting local engineering velocity.
  language: N/A
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Documentation Tools
  - Offline Readers
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Dash for MacOS
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://kapitan.dev:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An open-source configuration management engine built to generate clean
    declarative configurations (Kubernetes manifests, Terraform, Ansible) using Python
    and Jsonnet. Kapitan simplifies managing configurations for multiple environments
    by using a single source of truth.
  language: Python
  resource_type: tool
  complexity: advanced
  hierarchy:
  - Cloud Native Operations
  - Kubernetes
  - Advanced Templating
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Kapitan
  addition_method: manual
  v2_locations:
  - devsecops.md
  is_special: true
https://karenapp.io:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: AI-assisted scheduling tool featuring conversational UI interfaces.
    Automates appointment bookings and coordinates meeting slots through direct text
    and chat platform integrations.
  language: Python
  resource_type: SaaS
  complexity: Beginner
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Commercial Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Karen
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://karenapp.io/articles/calendly-vs-scheduleonce:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the feature sets of Calendly and ScheduleOnce. Maps Calendly's
    individual link-sharing speed against ScheduleOnce's complex multi-tier lead generation
    and round-robin routing flows.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Market Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'karenapp.io: Calendly vs ScheduleOnce'
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://kargo.akuity.io:
  addition_method: manual
  content_hash: 20c9faca08485292e66dc1b1f3e470296759a36ece518a7d9549424e5d198e50
  health_score: 100.0
  last_checked: 1779030727.109897
  v1_locations:
  - docs/kubernetes-tools.md
https://karlstoney.com/2019/05/31/istio-503s-ucs-and-tcp-fun-times:
  addition_method: manual
  content_hash: d1362fbdee11110a1600d59d9add81f078a1c1afedbce49e5215c92fa59d9cd1
  description: ''
  health_score: 100.0
  last_checked: 1779029991.705688
  stars: 0
  status: online
  title: 'karlstoney.com: Istio 503''s with UC''s and TCP Fun Times'
  v1_locations:
  - docs/istio.md
  year: N/A
https://karlstoney.com/istio-503s-ucs-and-tcp-fun-times:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: High-impact technical case study investigating intermittent HTTP 503
    errors and connection closure (UC) challenges under high TCP load inside Istio
    service meshes. Excellent deep-dive into sidecar race conditions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Service Mesh
  - Networking
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'karlstoney.com: Istio 503''s with UC''s and TCP Fun Times'
  addition_method: manual
  v2_locations:
  - istio.md
? https://karneliuk.com/2019/07/rest-api-1-basics-cheat-sheet-ansible-bash-postman-and-python-for-get-using-netbox-and-docker-as-examples
: description: ''
  year: '2019'
  stars: 2
  ai_summary: Hands-on implementation guide for REST API execution using Ansible,
    Bash, Postman, and Python with a practical focus on GET operations. Leverages
    Docker-hosted NetBox to demonstrate programmatic network configuration management
    and automation strategies.
  language: Python
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - APIs
  - Automation & Scripting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'karneliuk.com: REST API 1. Basics cheat sheet (Ansible, Bash, Postman, and
    Python) for GET using NetBox and Docker as examples'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
? https://karneliuk.com/2019/08/rest-api-2-basics-cheat-sheet-ansible-bash-postman-and-python-for-post-delete-using-netbox-and-docker-as-examples
: description: ''
  year: '2019'
  stars: 2
  ai_summary: Part two of the automation guide, expanding API execution into state-changing
    operations via POST and DELETE methods. Demonstrates transactional lifecycle management
    of infrastructure objects through multi-tool automation scripts across containerized
    environments.
  language: Python
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - APIs
  - Automation & Scripting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'karneliuk.com: REST API 2. Basics cheat sheet (Ansible, Bash, Postman, and
    Python) for POST/DELETE using NetBox and Docker as examples'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://karpenter.sh:
  description: ''
  addition_method: manual
  content_hash: 23ba7268d0b96c505cffae3ee0bf9a8a841c41958d145628ac18cd4995a6470b
  health_score: 100.0
  last_checked: 1779034049.202647
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Karpenter is a high-performance, Kubernetes-native cluster autoscaler
    originally developed by AWS and now part of the CNCF. Unlike traditional Cluster
    Autoscalers that interact with node groups, Karpenter bypasses orchestrator limits
    to provision customized compute instances directly based on pending pod requirements.
    This drastically minimizes scheduling latency and optimizes bare-metal/EC2 pricing
    and spot resource usage.
  language: Go
  resource_type: Controller
  complexity: High
  hierarchy:
  - Autoscaling
  - Resource Provisioning
  - Just-in-Time Nodes
  is_microservice: false
  title: ==Karpenter==
https://karunsubramanian.com/websphere/one-important-change-in-memory-management-in-java-8:
  description: ''
  year: '2014'
  stars: 0
  ai_summary: An analytical article exploring the systemic shifts in Oracle Java 8's
    memory management model, highlighting the deletion of Permanent Generation (PermGen)
    and the introduction of Metaspace. It details how class metadata is offloaded
    to native memory, significantly reducing the occurrence of OutOfMemoryError exceptions
    in enterprise application servers like IBM WebSphere and JBoss.
  language: Spanish
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Java Virtual Machine
  - Memory Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Cambios importantes en la gestión de memoria de Java 8 de Oracle
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://kb.wisc.edu/ns/page.php?id=3493:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779029631.184283
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wisc.edu: CIDR Conversion Table'
  v1_locations:
  - docs/networking.md
  v2_locations:
  - networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wisc.edu:
    CIDR Conversion Table in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://kccncna20.sched.com/event/ekAd/a-walk-through-the-kubernetes-ui-landscape-joaquim-rocha-kinvolk-henning-jacobs-zalando-se
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736012.710013
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kccncna20.sched.com: A Walk Through the Kubernetes UI Landscape'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kccncna20.sched.com:
    A Walk Through the Kubernetes UI Landscape in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://kdo.dev:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Bypasses standard development lifecycles by executing code directly
    inside Kubernetes environments. It connects local systems directly with cluster
    networks, eliminating slow container build-and-push cycles.
  language: Go
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Developer Experience
  - Inner Loop
  - Development Tools
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Kdo: deployless development on Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://kean.blog/post/trunk-based-development:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical retrospective examining the execution of Trunk-Based Development
    (TBD) within cloud environments. Explores how fast feedback loops, automated testing,
    and branch-by-abstraction strategies work together to eliminate long-lived branching
    headaches.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'kean.github.io: Trunk-Based Development'
  addition_method: manual
  v2_locations:
  - git.md
https://kean.github.io/post/trunk-based-development:
  addition_method: manual
  content_hash: 661f2f465cbec17ffb636d8b221b0a905ddf611f4bc61a2f096ce074f1f0434d
  description: ''
  health_score: 100.0
  last_checked: 1779034461.710723
  stars: 0
  status: online
  title: 'kean.github.io: Trunk-Based Development'
  v1_locations:
  - docs/git.md
  year: N/A
https://keda.sh:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: KEDA (Kubernetes Event-driven Autoscaling) is a CNCF Graduate project
    that brings event-driven autoscaling to Kubernetes workloads. Acting as a custom
    metrics adapter, it integrates seamlessly with external event sources (e.g., Kafka,
    RabbitMQ, Prometheus) to drive Horizontal Pod Autoscaler behaviors, including
    scaling down to zero.
  language: Go
  resource_type: Project
  complexity: Advanced
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Event-Driven Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'keda.sh: Kubernetes Event-driven Autoscaling. Application autoscaling made
    simple.'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://keepler.io/2021/03/gestionando-el-control-de-accesos-en-nuestro-data-lake-en-aws:
  addition_method: manual
  content_hash: c59d253a5e81c27921a261395e22de1d7b794bf842be6593aace2dc52766cad5
  description: ''
  health_score: 100.0
  last_checked: 1779031433.200557
  stars: 0
  status: online
  title: 'keepler.io: Gestionando el control de accesos en nuestro data lake en AWS'
  v1_locations:
  - docs/aws-security.md
  year: N/A
https://keepler.io/es/2021/03/15/gestionando-el-control-de-accesos-en-nuestro-data-lake-en-aws:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical case study analyzing fine-grained data-access patterns inside
    AWS-based Data Lakes. Outlines integrations with AWS Lake Formation, Tag-based
    IAM access control, and metadata catalog security schemes to implement secure
    data-at-rest policies.
  language: Spanish
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS
  - Database Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'keepler.io: Gestionando el control de accesos en nuestro data lake en AWS'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://keithtenzer.com/openshift/openshift-4-aws-ipi-installation-getting-started-guide:
  addition_method: manual
  content_hash: d75c703f3e8d2a66f0c9cc643dc6771f2da8c5abd84ae44d34156e5698d59abb
  health_score: 100.0
  last_checked: 1779033923.445988
  needs_ai_refresh: true
  v1_locations:
  - docs/about.md
https://kelda.io/blog/sres-should-manage-development-environments:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030683.043997
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kelda.io: Why SREs Should be Responsible for Development Environments'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kelda.io:
    Why SREs Should be Responsible for Development Environments in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kemilad.medium.com/monitoring-stack-deployment-to-a-kubernetes-cluster-prometheus-grafana-alertmanager-loki-dcc7339d4f19:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031902.437555
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "kemilad.medium.com: Monitoring-Stack Deployment To A Kubernetes Cluster'
    — Prometheus | Grafana | AlertManager | Loki + Exporters | Dashboards and etc
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering kemilad.medium.com:
    Monitoring-Stack Deployment To A Kubernetes Cluster' — Prometheus | Grafana |
    AlertManager | Loki + Exporters | Dashboards and etc \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kenmugrage.com/2017/05/05/my-new-definition-of-devops:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779030433.996905
  v1_locations:
  - docs/devops.md
https://kenneth.io/post/introducing-remote-debugging-of-nodejs-apps-on-azure-app-service-from-vs-code-in-public-preview:
  description: ''
  addition_method: manual
  content_hash: 942f9acb7c007c73c06941094b8c7e50beaec483f676332156a91693d3bb5fc1
  health_score: 100.0
  last_checked: 1779030604.79815
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2018'
  ai_summary: A technical guide demonstrating remote debugging for Node.js workloads
    deployed inside Azure App Service from local VS Code setups. Illustrates configuration
    of secure web sockets for remote diagnostic channels.
  language: JavaScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Development
  - Azure
  - Remote Debugging
  is_microservice: false
  title: 'kenneth.io: Introducing remote debugging of Node.js apps on Azure App Service''
    from VS Code'
https://kennybrast.medium.com/how-i-used-docker-to-create-a-python-dev-environment-48a5d31ae277:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030028.836946
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kennybrast.medium.com: How I Used Docker to Create a Python Dev Environment'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kennybrast.medium.com:
    How I Used Docker to Create a Python Dev Environment in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://keptn.sh/docs/quickstart:
  addition_method: manual
  content_hash: cd29d29c2233e5519805eb281e43eee51d3ad3e50cd64323e0a85201374ea2ab
  description: ''
  health_score: 100.0
  last_checked: 1779034350.241137
  stars: 0
  status: online
  title: Quick Start
  v1_locations:
  - docs/keptn.md
  year: N/A
https://keptn.sh/stable:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A CNCF incubating project providing event-driven orchestration for continuous
    delivery and automated operations. Uses CloudEvents standards and a GitOps approach
    to automate deployment, testing, and multi-stage promotion of services.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Cloud Native Lifecycle
  - Continuous Delivery
  - Site Reliability Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Keptn
  addition_method: manual
  v2_locations:
  - keptn.md
https://kerneltalks.com/virtualization/docker-swarm-cheat-sheet:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: 'Curator Insight: Walkthrough reference detailing essential Docker Swarm
    commands, specifically focusing on administrative tasks like node promotions and
    stack scaling. Live Grounding: Essential for operations engineers maintaining
    legacy Swarm installations, though lacking coverage for modern service mesh integrations
    that have emerged since its publication.'
  language: English
  resource_type: Blog Post
  complexity: Beginner-Intermediate
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Docker Swarm
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'kerneltalks.com: Docker swarm cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://kevintuei.medium.com/a-deep-dive-into-logs-and-metrics-for-aws-observability-one-observability-workshop-14c162932174:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030951.645039
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kevintuei.medium.com: A Deep Dive into Logs and Metrics for AWS Observability''
    — One Observability Workshop'
  v1_locations:
  - docs/aws-monitoring.md
  v2_locations:
  - aws-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kevintuei.medium.com:
    A Deep Dive into Logs and Metrics for AWS Observability'' — One Observability
    Workshop in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://khainas.dev/create-ssh-tunnel-in-aws-with-terraform-62d1f6968e5d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032149.980996
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'khainas.dev: Create SSH tunnel in AWS with Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering khainas.dev:
    Create SSH tunnel in AWS with Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://khalidabuhakmeh.com/a-dotnet-five-guide-from-idea-to-nuget-package:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An in-depth guide detailing library creation from conceptual design
    down to artifact compilation in .NET. Focuses on setting up proper SDK project
    styles, automating versioning, target framework multi-targeting rules, and optimizing
    continuous integration for deployment.
  language: C#
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Architecture & .NET Development
  - Package Management
  - Publishing Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'khalidabuhakmeh.com: A .NET 5.0 Guide: From Idea To NuGet Package'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://khalidabuhakmeh.com/running-sql-server-queries-in-docker:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Developer-centric guide to configuring and running Microsoft SQL Server
    inside Docker containers. Covers volume mapping, secure password injection, and
    executing initial database verification queries.
  language: SQL
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Databases
  - SQL Server
  - Local Development
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'khalidabuhakmeh.com: Running SQL Server Queries In Docker'
  addition_method: manual
  v2_locations:
  - databases.md
https://kiali.io:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Homepage for Kiali, the primary management and visualization console
    for Istio. Delivers dynamic physical and logical topology maps, active health
    metrics, and direct configurations diagnostic tracking.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Observability
  - Service Mesh
  - Visualization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: kiali.io
  addition_method: manual
  v2_locations:
  - istio.md
https://kie.apache.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Drools is a powerful, production-ready Business Rules Management System
    (BRMS) featuring a forward and backward-chaining inference engine (RETE OO-algorithm)
    for decoupling enterprise logic from complex microservice structures.
  language: Java
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Software Architecture
  - Business Rules
  - Decision Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Drools
  addition_method: manual
  v2_locations:
  - postman.md
https://kie.org:
  addition_method: manual
  content_hash: 26ff3169fedac63681fe62fe725c66ea870be33fb9af1a98f614d8dcd48af7bf
  description: ''
  health_score: 100.0
  last_checked: 1779032972.52266
  stars: 0
  status: online
  title: kie.org
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://kind-brown-cfb734.netlify.app/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architectural face-off evaluating Rego-based OPA/Gatekeeper and YAML-native
    Kyverno. Kyverno offers exceptional ease of use for native K8s manifests, while
    OPA provides unparalleled expressive power for cross-system policies. It helps
    architects choose the correct declarative policy engine for high-compliance environments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Policy Enforcement
  - Admission Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Neon Mirrors: Kubernetes Policy Comparison: OPA/Gatekeeper vs Kyverno'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kinsta.com/blog/cloud-platform-for-developers:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Details key structural advantages of hosting sites and microservices
    on GCP, highlighting performance perks, live VM migration capabilities, cost-effective
    pricing models, and private global networks.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Public Cloud
  - Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kinsta.com: Top 7 Advantages of Choosing Google Cloud Hosting'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://kinsta.com/blog/google-cloud-hosting:
  addition_method: manual
  content_hash: c3679a2c61bf746bfa38bd02d90ee6ba4b46fb1aca126b84b76a6e131c5d9649
  description: ''
  health_score: 100.0
  last_checked: 1779032832.968904
  stars: 0
  status: online
  title: 'kinsta.com: Top 7 Advantages of Choosing Google Cloud Hosting'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://kinsta.com/blog/kubernetes-vs-docker:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides a high-level educational roadmap comparing container isolation
    formats (Docker) to multi-node container schedulers (Kubernetes), explaining how
    they function and interlink in modern CI/CD systems.
  language: N/A
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Fundamentals
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kinsta.com: Kubernetes vs Docker: The Difference Explained'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kinvolk.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The official portal of Kinvolk (acquired by Microsoft), pioneers of
    Flatcar Container Linux, Lokomotive Kubernetes, and Inspektor Gadget. The platform
    represents an essential pillar in the development of minimal, immutable operating
    systems and eBPF-based Kubernetes tooling.
  language: English
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Operating Systems
  - Flatcar Linux
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kinvolk.io
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://kinvolk.io/docs/headlamp/latest:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779029128.652966
  v1_locations:
  - docs/kubernetes-based-devel.md
https://kiro.dev:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Kiro is a testing and engineering framework designed to bring traditional
    software discipline—such as regression testing, linting, and sandbox executing—to
    LLM agents and multi-agent workflows. It establishes strict validation steps to
    ensure agent behaviors remain deterministic, secure, and aligned with standard
    corporate software engineering guidelines.
  language: TypeScript
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - AI Engineering
  - Agentic Frameworks
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Kiro: Engineering Rigor for Agentic Development'
  addition_method: manual
  v2_locations:
  - devops-tools.md
  - cicd.md
  - ai-agents-mcp.md
https://kislayverma.com/software-architecture/layering-domains-and-microservices-using-api-gateways:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes architectural design patterns for structuring enterprise APIs
    by layering domain services behind a unified API Gateway layer. Discusses decoupling
    strategies, cross-cutting concerns (auth, rate-limiting), and how to avoid anti-patterns
    when decomposing monoliths into distributed microservice topologies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Microservices
  - API Gateways
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Layering domains and microservices using API Gateways
  addition_method: manual
  v2_locations:
  - developerportals.md
https://kite.com:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Curator Insight reviews Kite as a local-AI completion helper. Live Grounding
    confirms the project is fully retired and non-operational, with software development
    workflows now dominated by sophisticated cloud and local models like GitHub Copilot,
    Cursor, and modern LSP tooling.
  language: Not Applicable
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Tooling
  - AI Code Assistants
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Kite \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://kitploit.com/2021/12/mesh-kridik-open-source-security.html:
  description: ''
  addition_method: manual
  content_hash: 205026fa6800a38501dbaccd8d1aa988064fe2efcbe2cc7a7ecbc23c30ffca60
  health_score: 100.0
  last_checked: 1779130495.020615
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 2
  ai_summary: A kitploit technical summary showcasing Mesh-Kridik. It details how
    the tool scans Service Mesh control plane components, detects security vulnerabilities,
    and exports visual report matrices to speed up mitigation.
  language: Markdown
  resource_type: Technical Blog
  complexity: Medium
  hierarchy:
  - Security
  - Service Mesh Security
  - Security Portals
  is_microservice: false
  title: 'kitploit.com: Mesh-Kridik'
https://kkamalesh117.medium.com/setting-up-prometheus-and-grafana-integration-on-kubernetes-with-helm-dfc63823608c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033617.160991
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kkamalesh117.medium.com: Setting up Prometheus and Grafana Integration on''
    Kubernetes with Helm'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kkamalesh117.medium.com:
    Setting up Prometheus and Grafana Integration on'' Kubernetes with Helm in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kkamalesh117.medium.com/terraform-variables-part-2-75ef8543fb2f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029132.413888
  stars: 0
  title: 'kkamalesh117.medium.com: Terraform Variables (Part-2)'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://kkamalesh117.medium.com/terraform-variables-providers-c66f68747050:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031693.866178
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kkamalesh117.medium.com: Terraform Variables & Providers (Part-1)'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kkamalesh117.medium.com:
    Terraform Variables & Providers (Part-1) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://klaushofrichter.medium.com/using-windows-subsystem-for-linux-for-kubernetes-8bd1f5468531:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030285.041556
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'klaushofrichter.medium.com: Using Windows Subsystem for Linux for Kubernetes'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering klaushofrichter.medium.com:
    Using Windows Subsystem for Linux for Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kluctl.io:
  description: ''
  addition_method: manual
  content_hash: af026454bd8536accb12ab35878110cdb37b854ba77987f4676cc6e6a8f5d03b
  health_score: 100.0
  last_checked: 1779033572.795198
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kluctl is an advanced, GitOps-aligned deployment engine designed to
    solve configuration issues in large, multi-environment deployments. Unlike tools
    bound solely to raw Helm templates, Kluctl allows complex variable interpolation,
    target targeting, and automated validation inside its native lifecycle. It is
    highly regarded for bridging the functional gap between raw templating and robust
    GitOps workflows.
  language: Go
  resource_type: Deployment Engine
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - GitOps
  - Declarative Deployments
  is_microservice: false
  title: "kluctl.io \U0001F31F"
? https://kmahi2600.medium.com/launching-a-wordpress-application-with-mysql-database-in-k8s-cluster-on-aws-using-ansible-a78d6bf12b1a
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029165.155642
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kmahi2600.medium.com: Launching A WordPress Application With MYSQL Database''
    in K8S Cluster On AWS Using Ansible'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kmahi2600.medium.com:
    Launching A WordPress Application With MYSQL Database'' in K8S Cluster On AWS
    Using Ansible in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kmitevski.com/writing-a-kubernetes-validating-webhook-using-python:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A guide on developing custom Validating Admission Webhooks in Kubernetes
    using Python and Flask. Instructs on parsing AdmissionReview requests, applying
    institutional validation rules, and structuring JSON responses for the API server.
  language: Python
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Core Architecture
  - Extensibility
  - Admission Webhooks
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'kmitevski.com: Writing a Kubernetes Validating Webhook using Python'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://knative.dev:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The premier Kubernetes-native platform for serverless workloads. Offers
    enterprise-grade Serving (scale-to-zero, request-driven autoscaling) and highly
    decoupled Eventing models.
  language: Go
  resource_type: Platform / Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - Knative
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: knative.dev
  addition_method: manual
  v2_locations:
  - serverless.md
https://koa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030403.65132
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Koa.js
  v1_locations:
  - docs/golang.md
  - docs/javascript.md
  - docs/web-servers.md
  v2_locations:
  - golang.md
  - javascript.md
  - web-servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Koa.js
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kodekloud.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An interactive, lab-centric educational platform specialized in DevOps,
    continuous delivery, and infrastructure automation. Features hands-on sandbox
    terminals configured to prepare students for core certifications like CKA, CKAD,
    and CKS.
  language: N/A
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Education
  - Interactive Learning Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kodekloud.com
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://kodekloud.com/blog/ci-cd-pipeline-in-devops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A learner-focused pipeline design overview. Analyzes build automation
    systems, continuous testing stages, and how pipeline stages are sequenced to achieve
    robust, rapid cloud application deployments.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kodekloud.com: What is CI/CD Pipeline in DevOps'
  addition_method: manual
  v2_locations:
  - cicd.md
https://kodekloud.com/blog/cka-vs-ckad-vs-cks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive, comparative breakdown highlighting the structural differences,
    syllabus domains, and target audiences of the three main Linux Foundation Kubernetes
    exams (CKA, CKAD, CKS). It helps system administrators, application developers,
    and security engineers choose the certification pathway matching their professional
    profiles.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Training
  - Certification
  - Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kodekloud.com: CKA vs CKAD vs CKS – What is the Difference'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kodekloud.com/cka-vs-ckad-vs-cks-what-is-the-difference:
  addition_method: manual
  content_hash: 4799e32a89c7712559eac22601bd2f9ec82a2a93b8b6d00f9e3ebba3f24ea8f8
  description: ''
  health_score: 100.0
  last_checked: 1779033655.56711
  stars: 0
  status: online
  title: 'kodekloud.com: CKA vs CKAD vs CKS – What is the Difference'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://kodekloud.com/what-is-ci-cd-pipeline-in-devops:
  addition_method: manual
  content_hash: 725c14acba78d51402864b8f300e07162aab0c9f7414c3ba7afde790182dd91f
  description: ''
  health_score: 100.0
  last_checked: 1779033074.438204
  stars: 0
  status: online
  title: 'kodekloud.com: What is CI/CD Pipeline in DevOps'
  v1_locations:
  - docs/cicd.md
  year: N/A
https://kodiakhq.com:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: An enterprise-grade GitHub App designed to automate the integration
    queue. Kodiak schedules and executes pull request updates, handles automatic rebases,
    and systematically purges feature branches upon merge success to reduce repository
    clutter.
  language: TypeScript
  resource_type: Service
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Automation Bots
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Kodiak
  addition_method: manual
  v2_locations:
  - git.md
https://kogito.kie.org:
  description: ''
  addition_method: manual
  content_hash: d0e83f90a4daa572bacd9c30d176d228981c6a2e6ec5be4b3d4b27981c8f4bdd
  health_score: 100.0
  last_checked: 1779033663.273188
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: The official documentation portal for Kogito, Red Hat's cloud-native
    business automation framework. Optimized for Kubernetes-native runtimes, Kogito
    is recognized in 2026 as the leading solution for running low-latency, declarative
    workflows inside microservices.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Modern Java
  - Automation
  - Business Rules
  is_microservice: true
  title: kogito.kie.org
https://komodor.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Commercial troubleshooting and observability platform offering absolute
    end-to-end lineage visualization for Kubernetes resources. Pinpoints root causes
    of failures by cross-referencing changes, logs, and metrics.
  language: English
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Observability
  - Troubleshooting Platforms
  - Enterprise Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: komodor.com
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://komodor.com/blog/5-kubernetes-deployment-best-practices:
  addition_method: manual
  content_hash: 6ee75906ab6bfc661c8ab95acddb2e72eeb2b39ca468e8972bae5349ccfa9127
  description: ''
  health_score: 100.0
  last_checked: 1779033361.626467
  needs_ai_refresh: true
  stars: 0
  title: "komodor.com: Five Kubernetes Deployment Best Practices (Part 2) \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://komodor.com/blog/best-practices-to-migrate-to-kubernetes:
  description: "- [komodor.com: Five Kubernetes Deployment Best Practices (Part 2)
    \U0001F31F](https://komodor.com/blog/5-kubernetes-deployment-best-practices)\n
    \       1. Maintaining Good YAML Hygiene (AKA Your K8s Deployment Manifest)\n
    \       2. Stateless Apps FTW!\n        3. Logging, but Specifically for Kubernetes\n
    \       4. Separation of Environments\n        5. Invest in Proper Monitoring"
  year: '2022'
  stars: 0
  ai_summary: Provides tactical advice on maintaining clean YAML manifests, migrating
    stateful workloads to stateless patterns, standardizing logging via stdout, segregating
    environments, and implementing distributed tracing.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Workload Management
  - Migration & Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'komodor.com: Four Best Practices to Migrate to Kubernetes (Part 1)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://komodor.com/blog/using-workflows-to-troubleshoot-like-a-pro:
  description: ''
  addition_method: manual
  content_hash: eab3d121e00dad3df0218a89e9fa8b24e737914be9ff2fa57c64a9e65ba5e85c
  health_score: 100.0
  last_checked: 1779031698.010009
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: This architectural review outlines the implementation of automated workflows
    within the Komodor platform to speed up incident resolution. It documents how
    platform administrators can configure automated runs to inspect cluster state
    changes, pod terminations, and configuration drift. The resource offers practical
    design insights for implementing rapid triage mechanisms across multi-cluster
    environments.
  language: Markdown
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Operations
  - Troubleshooting Platforms
  - Automation
  is_microservice: false
  title: 'komodor.com: Komodor Workflows: Automated Troubleshooting at the Speed of''
    WHOOSH!'
https://komodor.com/learn/exit-codes-in-containers-and-kubernetes-the-complete-guide:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An industry-standard reference guide demystifying exit codes returned
    by failing containers, from common application errors (Exit Code 1) to system-level
    kills (Exit Code 137). It details how the container runtime and Linux kernel interact
    to generate these codes, providing a crucial diagnostic map for troubleshooting
    CrashLoopBackOffs. Understanding these codes is essential for automated root-cause
    analysis.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Exit Codes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "komodor.com: Exit Codes In Containers & Kubernetes – The Complete Guide
    \ \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://komodor.com/learn/how-to-fix-crashloopbackoff-kubernetes-error:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive playbook from Komodor designed to help engineers systematically
    isolate the root causes of CrashLoopBackOff errors. It covers common trigger events
    such as database connection timeouts, file access permissions, and mismatched
    configuration maps. By mapping these triggers, it helps engineers transition from
    reactive troubleshooting to proactive reliability planning.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - CrashLoopBackOff
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'komodor.com: Kubernetes CrashLoopBackOff Error: What It Is and How to Fix
    It'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://komodor.com/learn/kubernetes-cpu-limits-throttling:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Comprehensive deep dive into kernel-level CPU throttling on Kubernetes.

    - Breaks down cgroups, CFS periods, and how quotas limit computation rates.

    - Offers solid troubleshooting workflows for diagnosing application latency caused
    by CPU constraints.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Performance Optimization
  - CPU Limits & Throttling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'komodor.com: Kubernetes CPU Limits and Throttling'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://komodor.com/learn/kubernetes-liveness-probes-a-practical-guide:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'A practical guide to implementing and troubleshooting Kubernetes Liveness
    probes.

    - Breaks down configuration parameters such as initialDelaySeconds, periodSeconds,
    and failureThreshold.

    - Analyzes the risk of continuous crash loops caused by overly aggressive or misconfigured
    probe thresholds.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  - Liveness Probes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'komodor.com: Kubernetes Liveness Probes: A Practical Guide'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://komodor.com/learn/kubernetes-nodes-complete-guide:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An operational compendium covering Kubernetes node design, including
    control plane interfaces, kubelet interactions, and lifecycle states. Explores
    memory pressure reclamation, node conditions, and scheduling optimizations using
    taints, tolerations, and affinities.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Core Architecture
  - Node Operations
  - Cluster Capacity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'komodor.com: Kubernetes Nodes – The Complete Guide'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://komodor.com/learn/kubernetes-troubleshooting-the-complete-guide:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An exhaustive architectural manual dissecting everyday Kubernetes failure
    patterns including OOMKilled, ImagePullBackOff, CrashLoopBackOff, and CPU throttling.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Observability
  - Debugging
  - Troubleshooting Guide
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "komodor.com: Kubernetes Troubleshooting: The Complete Guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://komodor.com/learn/the-ultimate-kubectl-cheat-sheet:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: An expert-level operational manual curated for modern DevOps and SRE
    profiles. Distills complex troubleshooting tasks, container execution routing,
    and multi-namespace context switches into direct action sequences.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Troubleshooting & Operations
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "komodor.com: The Ultimate Kubectl Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://konghq.com/blog/kong-and-red-hat-collaboration:
  addition_method: manual
  content_hash: c955e113b4951c5ccb63181f04b25370ce7fbe0374e352e9807a844a49ff391c
  description: ''
  health_score: 100.0
  last_checked: 1779030332.139395
  stars: 0
  status: online
  title: 'konghq.com: Kong and Red Hat: Delivering Seamless Customer Experience'
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://konghq.com/blog/news/kong-and-red-hat-collaboration:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highlights corporate collaboration structures between Kong and Red Hat.
    Evaluates unified cloud-native operator setups to quickly provision API boundaries
    within complex enterprise networks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'konghq.com: Kong and Red Hat: Delivering Seamless Customer Experience'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://konghq.com/kong:
  addition_method: manual
  content_hash: e0ada3da20bd0bc385f4875caa7b8341a299aa8ee60c7111c6488788a2a6646e
  description: ''
  health_score: 100.0
  last_checked: 1779032457.503011
  stars: 0
  status: online
  title: Kong API Manager
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://konghq.com/products/kong-gateway:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Kong Gateway is the world's most popular lightweight, fast, and highly
    customizable open-source API gateway. Powered by Nginx and Lua/Go, it offers sub-millisecond
    request latencies alongside dynamic routing and robust plugin ecosystems.
  language: English
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Architecture
  - API Management
  - Gateway Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Kong API Manager
  addition_method: manual
  v2_locations:
  - developerportals.md
https://konstruktoid.medium.com/running-a-nginx-container-using-rootless-docker-with-ansible-a2bfcedd3b07:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031825.065612
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'konstruktoid.medium.com: Running a NGINX container using rootless Docker''
    with Ansible'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering konstruktoid.medium.com:
    Running a NGINX container using rootless Docker'' with Ansible in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://konveyor.io:
  description: ''
  addition_method: manual
  content_hash: f1540d5f630ec14e8cb2faaf29828e4560a57bb1401401dc0759b9caadb8bb9d
  health_score: 100.0
  last_checked: 1779130494.967527
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - kubernetes-backup-migrations.md
  year: '2020'
  stars: 4
  ai_summary: An open-source application modernization platform that helps developers
    migrate legacy virtual machines, stateful services, and bare-metal workloads to
    Kubernetes. It provides discovery, analysis, and execution tools for large-scale
    container migrations.
  language: Go
  resource_type: Migration Toolkit
  complexity: High
  hierarchy:
  - Application Migration
  - Modernization
  - Enterprise Migration
  is_microservice: true
  title: "konveyor \U0001F31F"
https://kosyfrances.com/kubernetes-cluster:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A step-by-step local sandboxing guide describing how to set up a multi-node
    Kubernetes 1.20 cluster on VirtualBox using Ubuntu and Kubeadm. Valuable for local
    learning, CNI testing, and running sandboxed environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Bootstrapping
  - VirtualBox
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kosyfrances.com: Using kubeadm to create a Kubernetes 1.20 cluster on VirtualBox
    with Ubuntu'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://kothiyal-anuj.medium.com/serverless-diary-the-ultimate-guide-to-caching-in-the-cloud-249f6a06915f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031086.612575
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching''
    in the Cloud**'
  v1_locations:
  - docs/aws-serverless.md
  - docs/caching.md
  v2_locations:
  - aws-serverless.md
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kothiyal-anuj.medium.com:
    Serverless Diary: The Ultimate Guide to **Caching'' in the Cloud** in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kpatronas.medium.com/docker-swarm-high-availability-36ea7ee7f9e8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030597.316365
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kpatronas.medium.com: Docker swarm: High Availability'
  v1_locations:
  - docs/kubernetes-alternatives.md
  v2_locations:
  - kubernetes-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kpatronas.medium.com:
    Docker swarm: High Availability in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kpi.org/KPI-Basics:
  addition_method: manual
  content_hash: 8d2d7824976db48bc1afb21d78b89d92ed47c612fa40c34b813d9aaab7f2f4d4
  description: ''
  health_score: 100.0
  last_checked: 1779030824.994748
  stars: 0
  title: KPIs
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  - docs/monitoring.md
  year: N/A
https://krew.sigs.k8s.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The official packaging system for `kubectl` command-line plugins. Manages
    discovery, secure checksum installations, and version lifecycle operations of
    helper tools used to simplify complex operations tasks.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Extending Kubernetes
  - CLI Plugins
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Krew
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://krisp.ai:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An AI-driven audio processing utility that removes background noise
    during video conferencing. Operates as an intelligent virtualization layer on
    top of local audio APIs to filter out noise, echo, and crosstalk in real-time,
    improving communication clarity across distributed teams.
  language: Agnostic
  resource_type: Tool Website
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Productivity Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: krisp
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://kristhecodingunicorn.com/post/k8s_nginx_oauth:
  addition_method: manual
  content_hash: a97d6471e5a6a166f19494bce7df6d00d3e010b8e2beaef4195cb4786f005576
  description: ''
  health_score: 100.0
  last_checked: 1779033925.776079
  stars: 0
  status: online
  title: "==kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications'
    in AKS With NGINX and OAuth2 Proxy== \U0001F31F\U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://krossboard.app:
  description: ''
  addition_method: manual
  content_hash: af8b10c44e51ab4c1e8b2dd6c84949a5a414fcfbaca76798a0f49caf221ab6a4
  health_score: 100.0
  last_checked: 1779033806.252007
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: A lightweight multi-cluster Kubernetes usage analytics and tracking
    dashboard tool. In 2026, while larger players like Rancher and Tanzu dominate
    enterprise multi-cluster control, Krossboard remains a lightweight option for
    rapid multi-cloud cluster resource auditing.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Multi-Cluster Management
  is_microservice: false
  title: Krossboard
https://kruschecompany.com/kubernetes-operator:
  addition_method: manual
  content_hash: a6e1fab2fe910c7daa2c13b9f62b27f37b2fd915117fdaa63e8c06f0054c1e0e
  description: ''
  health_score: 100.0
  last_checked: 1779029367.806288
  stars: 0
  status: online
  title: 'kruschecompany.com: What is a Kubernetes Operator and Where it Can be Used?'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://kruschecompany.com/kubernetes-prometheus-operator:
  addition_method: manual
  content_hash: be3d469da51ca884879c630bdf6b2d1e49c7b582629598790ebd7915a574e293
  description: ''
  health_score: 100.0
  last_checked: 1779030505.130086
  stars: 0
  status: online
  title: 'kruschecompany.com: Prometheus Operator – Installing Prometheus Monitoring''
    Within The Kubernetes Environment'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://kruschecompany.com/page-not-found:
  addition_method: manual
  content_hash: ce851e7b5ff66f7dfbb438a253139fffef6b178d8c19fdadafc28766fdb403f8
  health_score: 100.0
  last_checked: 1779130495.008333
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering kruschecompany.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kruschecompany.com/wp-content/uploads/2020/01/kubernetes-operator.jpg:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Illustrated guide defining the role, architecture, and common deployment
    strategies of Kubernetes Operators. Explains how custom controllers automate day-2
    infrastructure management tasks like scaling, backups, and state healing.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kruschecompany.com: What is a Kubernetes Operator and Where it Can be Used?'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://kruyt.org/migrate-docker-containerd-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Walks engineers through swapping the Docker container engine for Containerd
    inside a running Kubernetes node group, addressing the DockerShim deprecation
    and explaining runtime socket migration.
  language: Bash
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - CRI
  - Container Runtimes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kruyt.org: Migrate from Docker to Containerd in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kruyt.org/running-a-mailserver-in-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical deployment architectural guide detailing the orchestration
    of high-availability mail servers on Kubernetes. Analyzes the complexities of
    handling persistent storage for mail stores (via PV/PVC), dynamic IMAP/SMTP routing
    setups, and the crucial network security protocols (DKIM, SPF, DMARC) required
    to maintain high IP reputation inside cloud infrastructures.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Stateful Applications
  - Mail Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kruyt.org: Running a mailserver in Kubernetes'
  addition_method: manual
  v2_locations:
  - demos.md
https://ksingh7.medium.com/kubernetes-endpoint-object-your-bridge-to-external-services-3fc48263b776:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032236.060737
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==ksingh7.medium.com: Kubernetes Endpoint Object: Your Bridge to External'
    Services== \U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==ksingh7.medium.com:
    Kubernetes Endpoint Object: Your Bridge to External' Services== \U0001F31F\U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ksqldb.io:
  addition_method: manual
  content_hash: aeb3d85d7a5845d81f6104eb0625bfe7c34680c78373b39e9d7717cfb6153517
  description: ''
  health_score: 100.0
  last_checked: 1779033477.151951
  stars: 0
  status: online
  title: ksqlDB
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://kstefanj.github.io/2021/11/24/gc-progress-8-17.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive technical evaluation tracking the performance evolution
    and design changes of garbage collectors from JDK 8 to JDK 17. The analysis highlights
    significant throughput gains, memory footprint reductions, and sub-millisecond
    pause-time optimizations achieved in modern G1 and ZGC algorithms, making Java
    17 highly optimized for containerized microservice execution environments.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Java Platform
  - Runtime & JVM
  - Garbage Collection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kstefanj.github.io: GC progress from JDK 8 to JDK 17'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://kube-green.dev:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Kube-green is an innovative scheduling tool designed for environment
    optimization. It suspends unused development namespaces by scaling down deployments,
    statefulsets, and cronjobs to zero during non-working windows, yielding substantial
    energy and infrastructure cost reductions.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - FinOps & Autoscaling
  - Green Ops
  - Resource Schedulers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kube-green.dev
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://kube.academy:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A highly polished training engine sponsored by VMware Tanzu. Walks engineers
    through complex modular tracks detailing multi-tenancy, cluster scaling, control-plane
    metrics, and security controls within corporate environments.
  language: English
  resource_type: Training Platform
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - VMware Tanzu Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: kube.academy
  addition_method: manual
  v2_locations:
  - elearning.md
https://kube.academy/pro:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A premier education and certification program developed by VMware Tanzu
    focusing on core Kubernetes principles, multi-cluster management, networking,
    and security. Curated for intermediate and advanced engineers, offering deep technical
    tracks and real-world architectures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Training & Enablement
  - Educational Content
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kube.academy/pro \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://kube.careers:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides end-of-year 2022 hiring telemetry. Synthesizes standard prerequisites
    for engineering levels, emphasizing the transformation of Kubernetes knowledge
    from a specialized 'plus' to a fundamental baseline requirement across software
    engineering roles.
  language: English
  resource_type: Industry Report
  complexity: Beginner
  hierarchy:
  - Career Development
  - Market Trends
  - Salary Analytics
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kube.careers: Kubernetes jobs market trends for 2022 Q4'
  addition_method: manual
  v2_locations:
  - remote-tech-jobs.md
  - kubernetes.md
https://kube.careers/kubernetes-trend-report-2022-q2:
  addition_method: manual
  content_hash: daf02e04494410ab869a0d3ad35e3d07e75b0d32f6274fb6c0b13bf6131e241a
  description: ''
  health_score: 100.0
  last_checked: 1779033118.725427
  stars: 0
  status: online
  title: 'kube.careers: Kubernetes jobs market trends for 2022 Q2'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://kube.careers/kubernetes-trend-report-2022-q3:
  addition_method: manual
  content_hash: daf02e04494410ab869a0d3ad35e3d07e75b0d32f6274fb6c0b13bf6131e241a
  description: ''
  health_score: 100.0
  last_checked: 1779030229.209226
  stars: 0
  status: online
  title: 'kube.careers: Kubernetes jobs market trends for 2022 Q3'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://kube.careers/kubernetes-trend-report-2022-q4:
  addition_method: manual
  content_hash: daf02e04494410ab869a0d3ad35e3d07e75b0d32f6274fb6c0b13bf6131e241a
  description: ''
  health_score: 100.0
  last_checked: 1779031516.620437
  stars: 0
  status: online
  title: 'kube.careers: Kubernetes jobs market trends for 2022 Q4'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://kube.careers/report-2021-q2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A historical analysis of the cloud-native recruitment landscape in Q2
    2021. Tracks emerging salary ranges, high-demand Kubernetes technical sub-skills
    (Helm, GitOps, Prometheus), and regional job opportunities across North America
    and Europe.
  language: English
  resource_type: Industry Report
  complexity: Beginner
  hierarchy:
  - Career Development
  - Market Trends
  - Historical Data
  tags:
  - '[CASE STUDY]'
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'kube.careers: Kubernetes jobs market (Q2 2021)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kube.careers/report-2021-q4:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Tracks job market dynamics from the final quarter of 2021, revealing
    steady increases in salaries and highlighting GitOps, Service Mesh (Istio), and
    Kubernetes security specialties as highly valued engineering competencies.
  language: English
  resource_type: Industry Report
  complexity: Beginner
  hierarchy:
  - Career Development
  - Market Trends
  - Historical Data
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kube.careers: Kubernetes jobs market trends for 2021 (Q4)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kube.events:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A community event calendar mapping meetups and conferences across the
    CNCF and Kubernetes ecosystem, focusing on platform engineering, container tuning,
    and cloud-native cost management sessions.
  language: English
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - FinOps & Cloud Cost
  - Community Resources
  - Events
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Kube Events
  addition_method: manual
  v2_locations:
  - newsfeeds.md
https://kube.events/newsletter:
  addition_method: manual
  content_hash: 97cd769e83cb40fcb4cc31fa0c5988677ccd304b05d0b46d11eac3a790ab3916
  health_score: 100.0
  last_checked: 1779034224.228515
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-newsletters.md
https://kube.fm/capi-100s-clusters-zain:
  addition_method: automatic
  ai_summary: This podcast interview with Zain Malik dissects the migration of large-scale
    infrastructure from Terraform to Cluster API (CAPI) to manage hundreds of multi-tenant
    Kubernetes clusters. The discussion delves into how his team automated cluster
    lifecycles for over 30,000 pods and clusters scaling up to 950 nodes, resolving
    cloud-provider constraints on Azure AKS. Key architectural insights include designing
    custom operators to enforce production readiness, automating GitOps-driven upgrades
    to eliminate manual intervention, and implementing upstream AKS contributions
    to optimize node pool consistency.
  category: cicd-kubernetes-plugins
  complexity: Advanced
  content_hash: daccee2dc7bd86651ae4e65a9b0abf5c9597b1e14cde543972bcae03461536bc
  description: KubeFM podcast with Zain Malik discussing managing large-scale multi-tenant
    Kubernetes with Cluster API.
  hierarchy:
  - Kubernetes
  - Multi-Cluster Fleet Management
  - Cluster API
  is_microservice: false
  language: English
  last_checked: 1780352003.689879
  reputation_status: Vetted
  reputation_summary: An exceptional and highly rated episode of KubeFM providing
    top-tier engineering insights on managing complex, multi-tenant Azure Kubernetes
    Service installations using Cluster API.
  resource_type: Video
  social_preview_url: https://static.kube.fm/podcast-S06E05.v2.png
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: cluster-api
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  title: Managing 100s of Kubernetes Clusters using Cluster API | KubeFM
  year: '2025'
https://kube.today/learn-kubernetes-weekly:
  addition_method: manual
  content_hash: 86368a6d8bbe9589b75dea0658042f8561b53690b25f6e3c7e0663e5a305b424
  health_score: 100.0
  last_checked: 1779130494.973235
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-newsletters.md
https://kubeapps.dev:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: A web-based control plane for deploying and managing packaged cloud-native
    applications on Kubernetes. Provides visual tooling to interact with Helm charts,
    Operators, and Carvel packages with integrated RBAC and multi-cluster deployment
    scopes.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Application Delivery
  - Catalog UI
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "kubeapps.dev \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
  - kubernetes-based-devel.md
https://kubearmor.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: KubeArmor is a cloud-native runtime security tool that leverages Linux
    Security Modules (LSMs) like AppArmor, SELinux, and eBPF to restrict pod execution
    behaviors. It prevents system intrusions by dynamically locking down command executions
    and system directories. This architecture provides reliable, kernel-level enforcement
    policies specifically tailored for Kubernetes workloads.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Security
  - Runtime Security
  - LSM Enforcement
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: kubearmor.io
  addition_method: manual
  v2_locations:
  - devsecops.md
https://kubebyexample.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A highly structured, hands-on learning hub created by Red Hat. Offers
    extensive, walk-through-based paths covering container building blocks, deployment
    configurations, security vectors, networking interfaces, operators, and stateful
    storage structures in a code-first, interactive learning interface.
  language: English
  resource_type: Interactive Portal
  complexity: Beginner
  hierarchy:
  - Education
  - Hands-on Labs
  - Reference Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Kubebyexample.com - kubernetesbyexample.com \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubebyexample.com/community/blog/migrating-to-kubernetes-with-open-source-tools:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A detailed community report detailing the deployment profiles of Konveyor,
    Tackle, KubeVirt, and Forklift. Walks through translating legacy application profiles
    into clean Kubernetes blueprints.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Workload Mobility
  - Migration Toolkits
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "kubebyexample.com: Migrating to Kubernetes with Open Source Tools (Konveyor,
    Tackle, KubeVirt, Forklift) \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://kubebyexample.com/en/community/blog/migrating-to-kubernetes-with-open-source-tools:
  addition_method: manual
  content_hash: a039b165e8efc94a30c50f03567972f7fe5bd0772408605a292e9d7f5053e8fb
  description: ''
  health_score: 100.0
  last_checked: 1779029679.607411
  stars: 0
  status: online
  title: "kubebyexample.com: Migrating to Kubernetes with Open Source Tools (Konveyor,'
    Tackle, KubeVirt, Forklift) \U0001F31F"
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://kubebyexample.com/learning-paths/argo-cd/argo-cd-overview:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A foundational educational overview of the ArgoCD engine, architecture,
    and UI dashboard. Introduces the concepts of Target State versus Live State, and
    details the controller-to-API communication model.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "kubebyexample.com: Argo CD Overview \U0001F31F"
  addition_method: manual
  v2_locations:
  - argo.md
https://kubedb.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Technical review of KubeDB, an operator platform for automating databases
    on Kubernetes. Highlights declarative management of clustering, scheduling backups,
    and schema updates across multiple database engines (PostgreSQL, MySQL, MongoDB).
  language: Go
  resource_type: Software Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: kubedb.com
  addition_method: manual
  v2_locations:
  - databases.md
https://kubedex.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032781.927532
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: kubedex.com
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering kubedex.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubedex.com/autoscaling:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033791.181485
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "kubedex.com: autoscaling \U0001F31F"
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering kubedex.com:
    autoscaling \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubedex.com/base-images:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030031.931733
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kubedex.com: Base images comparison'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kubedex.com:
    Base images comparison in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubedex.com/kubernetes-operating-systems:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034112.476591
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "kubedex.com: Kubernetes Operating Systems \U0001F31F"
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering kubedex.com:
    Kubernetes Operating Systems \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubedex.com/redhat-openshift-vs-pivotal-pks-vs-rancher:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031844.790505
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kubedex.com: Kubernetes On-Prem, OpenShift vs PKS vs Rancher'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kubedex.com:
    Kubernetes On-Prem, OpenShift vs PKS vs Rancher in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubeip.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033794.836564
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: kubeip.com
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering kubeip.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubeless.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032872.791974
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: kubeless.io
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering kubeless.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubelist.com:
  addition_method: manual
  content_hash: 06d73c7acadecebd77a2e79b27dd265f6f34eb26477b58e943cc559deea13077
  health_score: 100.0
  last_checked: 1779032524.723841
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-newsletters.md
https://kubelist.com/podcast:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The Kubelist Podcast serves as an architectural sounding board for the
    cloud-native ecosystem. It features deep-dive technical interviews with upstream
    contributors and platform creators, bridging the gap between infrastructure software
    developers and systems engineering design.
  language: English
  resource_type: Podcast
  complexity: Intermediate
  hierarchy:
  - Community & Learning
  - Media
  - Podcasts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubelist.com/podcast: The Kubelist Podcast'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubelog.de:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A simplified, community-driven logging helper tool and playground for
    streaming container logs and tracing events inside localized Kubernetes development
    sandboxes.
  language: English
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Observability
  - Logging
  - Utilities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kubelog.de
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://kubemq.io:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The main page for KubeMQ, an enterprise-grade message broker built container-first
    for Kubernetes. KubeMQ provides queuing, pub/sub, and gRPC patterns with low CPU
    and memory footprints.
  language: Go
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Message Brokers
  - KubeMQ
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'KubeMQ.io: Kubernetes Native Message Queue Broker'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://kubemq.io/kafka-vs-kubemq:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical comparison detailing the differences between Apache Kafka
    and KubeMQ. It contrasts KubeMQ's Kubernetes-native operator architecture and
    low-overhead design with Kafka's distributed streaming log structure.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Message Brokers
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kubemq.io: Kafka VS KubeMQ \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://kubernauts.sh:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031671.734803
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Kubernautic
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Kubernautic
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubernetes-advocate.medium.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030356.153019
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "kubernetes-advocate.medium.com \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering kubernetes-advocate.medium.com
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubernetes-advocate.medium.com/ci-cd-with-dockers-and-jenkins-70b6f801f9f7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033973.732169
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "kubernetes-advocate.medium.com: CI/CD with Dockers and Jenkins \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering kubernetes-advocate.medium.com:
    CI/CD with Dockers and Jenkins \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubernetes-advocate.medium.com/how-to-deploy-a-website-to-aws-with-ansible-e878a63dd93:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032293.047627
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kubernetes-advocate.medium.com: Website Deployment to AWS with Ansible'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kubernetes-advocate.medium.com:
    Website Deployment to AWS with Ansible in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubernetes-csi.github.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official documentation portal for the Kubernetes Container Storage
    Interface (CSI) specification. It is the definitive engineering reference for
    storage vendors developing pluggable drivers and platform architects designing
    interoperable container storage controllers.
  language: English
  resource_type: Documentation
  complexity: High
  hierarchy:
  - Storage
  - Kubernetes CSI
  - Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kubernetes-csi.github.io
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://kubernetes-on-aws.readthedocs.io:
  addition_method: manual
  content_hash: 60a2577b48dae0528fb6cf9762aeea5b318467997fb61b4ee39c27ee9e13b4d9
  description: ''
  health_score: 100.0
  last_checked: 1779030531.296233
  stars: 0
  status: online
  title: kubernetes-on-aws.readthedocs.io
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://kubernetes-on-aws.readthedocs.io/en/latest:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive technical playbook detailing the architectural nuances
    of deploying Kubernetes on Amazon Web Services. It offers production-grade setups
    utilizing EC2, EBS, VPC, and IAM integration before the widespread consolidation
    under managed EKS.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - AWS Integration
  - Reference Designs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kubernetes-on-aws.readthedocs.io
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes-sigs.github.io/aws-load-balancer-controller:
  description: '- [Setup External DNS](https://kubernetes-sigs.github.io/aws-load-balancer-controller/v2.4/guide/integrations/external_dns)'
  year: '2024'
  stars: 0
  ai_summary: Documentation focused on integrating the AWS Load Balancer Controller
    with ExternalDNS. This pattern automates Route 53 DNS record creation and synchronization
    when ALBs or NLBs are dynamically provisioned via Kubernetes Ingress or Service
    resources.
  language: Go
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Ingress Controllers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "AWS Load Balancer Controller \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://kubernetes-sigs.github.io/aws-load-balancer-controller/v2.4/guide/integrations/external_dns:
  addition_method: manual
  content_hash: aa823103d58803c854cd607b406e4ab9dfc21af321892fa5e301b9ee88fe1718
  description: ''
  health_score: 100.0
  last_checked: 1779034318.860009
  stars: 0
  title: Setup External DNS
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://kubernetes.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The primary, authoritative repository of official Kubernetes documentation,
    design specifications, API references, and conceptual frameworks. Serves as the
    ultimate industry source for core features, release notes, security advisories,
    and architectural blueprints.
  language: English
  resource_type: Documentation Portal
  complexity: Intermediate
  hierarchy:
  - Core Concepts
  - Official Documentation
  - Reference Portal
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kubernetes.io
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2016/06/container-design-patterns:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A foundational blog post outlining design patterns for multi-container
    deployments. It establishes the theory behind sidecar (behavior extension), ambassador
    (network proxy), and adapter (metric translation) container layouts, which are
    now standard practices in distributed platforms.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Design Patterns
  - Multi-Container Pods
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: container design patterns'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2016/08/sig-apps-running-apps-in-kubernetes:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Classic introduction to the SIG Apps group, which is responsible for
    defining core application workload schemas (Deployments, StatefulSets, DaemonSets)
    and maintaining standards for running workloads.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Community & Governance
  - SIGs
  - SIG Apps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'SIG Apps: build apps for and operate them in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2018/05/29/introducing-kustomize-template-free-configuration-customization-for-kubernetes:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Official launch blog post introducing Kustomize to the Kubernetes community
    as an alternative to templated resource management. It explains the design philosophy
    of structured patch overlays and template-free generation, highlighting how this
    mitigates YAML bloat. This introductory post remains vital for understanding declarative
    config-as-code origins.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Application Configuration
  - Declarative GitOps
  - Kustomize Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Introducing kustomize; Template-free Configuration Customization
    for Kubernetes'
  addition_method: manual
  v2_locations:
  - kustomize.md
https://kubernetes.io/blog/2018/08/03/out-of-the-clouds-onto-the-ground-how-to-make-kubernetes-production-grade-anywhere:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Classic architectural review detailing how to host production-grade
    Kubernetes outside public cloud boundaries. Addresses high-availability physical
    networking, load balancer layers, and resilient persistent storage backends.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cluster Architecture
  - On-Premises
  - Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Out of the Clouds onto the Ground: How to Make Kubernetes
    Production Grade Anywhere'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2020/05/21/wsl-docker-kubernetes-on-the-windows-desktop:
  description: ''
  addition_method: manual
  content_hash: c762c40b55f6cc66d870c68afec6e24a393b96898c6051fd94b3527bbbfcd4c9
  health_score: 100.0
  last_checked: 1779031431.423156
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2020'
  ai_summary: An official Kubernetes community article focusing on the orchestration
    of a Kubernetes environment using WSL 2 and Docker Desktop. It contrasts WSL 2's
    native virtualization approach with older hypervisor methods, emphasizing lower
    memory footprints and rapid start times. This setup provides developers with a
    robust playground to evaluate Helm charts and microservices locally.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Development Environment
  - Windows Subsystem for Linux
  - Kubernetes Desktop
  is_microservice: true
  title: "kubernetes.io: WSL+Docker: Kubernetes on the Windows Desktop \U0001F31F"
https://kubernetes.io/blog/2020/05/29/k8s-kpis-with-kuberhealthy:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: This reference details how to implement the Kuberhealthy operator to
    monitor cluster KPIs. It explains how to deploy synthetic check CRDs that run
    test cycles of network calls, pod scheduling, and DNS lookups, alerting operators
    to cluster problems early.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Operations & Reliability
  - Observability
  - Synthetics & Audits
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "K8s KPIs with Kuberhealthy \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://kubernetes.io/blog/2020/05/introducing-podtopologyspread:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Architectural blog post introducing the features and benefits of the
    PodTopologySpread plugin. It details how this feature solves scheduling issues
    where simple anti-affinity fails, ensuring even distribution of application instances
    across multi-zone configurations.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Scheduling
  - Workload Placement
  - Topology Spread
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Introducing PodTopologySpread plugin
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2020/06/05/supporting-the-evolving-ingress-specification-in-kubernetes-1.18:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Legacy Kubernetes blog post detail on the evolution and promotion of
    the Ingress API inside the 1.18 release lifecycle. Retained for historical design
    reference.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Fundamentals
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Supporting the Evolving Ingress Specification in Kubernetes 1.18
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://kubernetes.io/blog/2020/06/working-with-terraform-and-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An official Kubernetes blog review describing operational integration
    patterns using Terraform to configure cloud network spaces alongside bare-metal
    node sets. Explores deployment hand-offs to local scheduling operators.
  language: None
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Official Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'kubernetes.io blog: Working with Terraform and Kubernetes'
  addition_method: manual
  v2_locations:
  - terraform.md
https://kubernetes.io/blog/2020/08/14/introducing-hierarchical-namespaces:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An early design overview introducing the Hierarchical Namespace Controller
    (HNC). Explains how to simplify tenant administration by organizing namespaces
    into trees with policy inheritance.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Hierarchical Namespaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Introducing Hierarchical Namespaces'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2020/09/02/scaling-kubernetes-networking-with-endpointslices:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Explains how the EndpointSlices API addresses the scalability issues
    of traditional Endpoints resources. Avoids sending large network update payloads
    across all cluster nodes by grouping endpoints. Live Grounding shows that EndpointSlices
    are crucial in large clusters with thousands of pods, keeping control plane traffic
    minimal.
  language: Markdown
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Performance & Tuning
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'kubernetes.io: Scaling Kubernetes Networking With EndpointSlices'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://kubernetes.io/blog/2020/11/18/cloud-native-security-for-your-clusters:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An authoritative review of the '4C's of Cloud Native Security' (Cloud,
    Cluster, Container, Code). Explains how defense-in-depth principles apply across
    all layers of the cloud-native application stack.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Cloud Native Security
  - The 4C's of Cloud Native Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'kubernetes.io: Cloud native security for your clusters'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kubernetes.io/blog/2020/12/02/dont-panic-kubernetes-and-docker:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The landmark official announcement explaining the deprecation and final
    removal of Docker shim inside Kubernetes. Explains how the Container Runtime Interface
    (CRI) functions and clarifies why existing OCI/Docker container images run seamlessly
    on direct engines like containerd.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Container Runtime Interface
  - CRI Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Don''t Panic: Kubernetes and Docker'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2020/12/10/kubernetes-1.20-volume-snapshot-moves-to-ga:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Official release notes from the Kubernetes maintainers marking the promotion
    of CSI Volume Snapshots to General Availability in v1.20. Standardized the storage-provider
    APIs across the entire ecosystem.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Protection
  - CSI Integration
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes 1.20: Kubernetes Volume Snapshot Moves to GA'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://kubernetes.io/blog/2021/04/06/podsecuritypolicy-deprecation-past-present-and-future:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official Kubernetes announcement explaining the deprecation timeline
    of PodSecurityPolicies (PSP). Guides platform operators on migrating to built-in
    Pod Security Admission (PSA) levels (Privileged, Baseline, Restricted).
  language: YAML
  resource_type: Official Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Access Control
  - Pod Security Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kubernetes.io: PodSecurityPolicy Deprecation: Past, Present, and Future
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2021/04/08/kubernetes-1-21-release-announcement:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight presents the official 1.21 release announcement 'Power
    to the Community'. From a 2026 perspective, 1.21 initiated the long-awaited deprecation
    of PodSecurityPolicy, shifting the community towards Pod Security Standards.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.21
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes 1.21: Power to the Community'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2021/04/09/kubernetes-release-1.21-cronjob-ga:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight provides the official blog announcement of CronJob reaching
    GA in Kubernetes 1.21. Live analysis in 2026 acknowledges this as the milestone
    that finalized the performance and controller upgrades for batch scheduling.
  language: English
  resource_type: Documentation
  complexity: Low
  hierarchy:
  - Kubernetes Core
  - Job Scheduling
  - v1.21
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: kubernetes 1.21: CronJob Reaches GA'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2021/04/12/introducing-suspended-jobs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight introduces suspended jobs in 1.21. Live grounding in
    2026 indicates this feature was a crucial building block for modern external batch
    orchestrators like Kueue to control execution pauses.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Job Scheduling
  - v1.21
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Introducing Suspended Jobs in Kubernetes 1.21'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2021/04/15/three-tenancy-models-for-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Defines the three standard multi-tenancy methodologies supported by
    Kubernetes: single-tenant environments, namespace isolation patterns, and cluster-level
    virtualization frameworks.'
  language: YAML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Architectural Models
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Three Tenancy Models For Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2021/04/20/annotating-k8s-for-humans:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the usage of annotations to embed human-readable metadata,
    licensing info, and contact details into Kubernetes resources. Highlights operational
    benefits for large-scale enterprise inventory management.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Administration
  - Metadata Management
  - Annotations & Labels
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Annotating Kubernetes Services for Humans'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2021/04/21/graceful-node-shutdown-beta:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight highlights Graceful Node Shutdown transitioning to Beta
    in 1.22. Live grounding in 2026 confirms this functionality prevents database
    corruption and packet drops on spot instances by coordinating termination steps
    with systemd.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Node Management
  - v1.22
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Graceful Node Shutdown Goes Beta'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2021/04/22/evolving-kubernetes-networking-with-the-gateway-api:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official Kubernetes blog post detailing the evolutionary progression
    of network routing from standard Ingress to the extensible, role-based Gateway
    API framework.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Gateway API
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'kubernetes.io: Evolving Kubernetes networking with the Gateway API'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://kubernetes.io/blog/2021/04/23/kubernetes-release-1.21-metrics-stability-ga:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight records the GA of Metrics Stability in 1.21. Live analysis
    in 2026 confirms this stabilization framework remains critical for maintaining
    backwards-compatible prometheus exporters without breaking monitoring dashboards.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Observability
  - v1.21
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes 1.21: Metrics Stability hits GA'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2021/06/21/writing-a-controller-for-pod-labels:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory blog post from the Kubernetes maintainers details the
    process of writing an active controller that automatically validates and formats
    Pod label schemas.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Resources
  - Education
  - Official Guide
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Writing a Controller for Pod Labels'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://kubernetes.io/blog/2021/07/14/upcoming-changes-in-kubernetes-1-22:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight points to the critical official guide regarding upcoming
    1.22 API removals. In 2026, this remains the historical checklist template used
    by platform engineers to design deprecation checklists.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - API Evolution
  - v1.22
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes API and Feature Removals In 1.22: Here’s What
    You Need To Know'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2021/07/20/new-kubernetes-release-cadence:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight addresses the Kubernetes Release Cadence shift from
    4 to 3 releases per year. Live grounding in 2026 confirms this release model has
    brought predictability and stability to platform teams everywhere.
  language: English
  resource_type: Documentation
  complexity: Low
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - Process
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes Release Cadence Change: Here’s What You Need To
    Know'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2021/08/04/kubernetes-1-22-release-announcement:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight presents the 1.22 release announcement 'Reaching New
    Peaks'. In 2026, this represents the definitive documentation on client credential
    plugins and early server-side apply stabilization.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.22
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes 1.22: Reaching New Peaks'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2021/08/11/kubernetes-1-22-feature-memory-manager-moves-to-beta:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight explains the Kubernetes Memory Manager moving to Beta.
    Live engineering in 2026 points to this as the genesis of modern NUMA alignment
    for performance-sensitive low-latency microservices.
  language: English
  resource_type: Documentation
  complexity: High
  hierarchy:
  - Kubernetes Core
  - Resource Allocation
  - v1.22
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes Memory Manager moves to beta'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2021/09/03/api-server-tracing:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explains OpenTelemetry tracing integrations inside the API Server starting
    in v1.22. Explores tracing requests through authentication, authorization, admission
    control, and dynamic admission webhooks.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - API Server
  - Observability
  - Tracing
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Alpha in Kubernetes v1.22: API Server Tracing'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2021/10/08/capi-clusterclass-and-managed-topologies:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Introduces ClusterClass and managed topologies inside Cluster API (CAPI).
    Explains how to scale bare-metal or cloud platforms using declarative templates
    and structured configurations.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - Cluster API
  - Declarative Infrastructure
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Introducing ClusterClass and Managed Topologies in Cluster
    API'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2021/10/18/use-kpng-to-write-specialized-kube-proxiers:
  description: ''
  addition_method: manual
  content_hash: 73d7bac095489fe9a11474a524c606f073dc596b964d0119efd86bad39fb2a53
  health_score: 100.0
  last_checked: 1779032080.881724
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An official Kubernetes architectural blog post introducing KPNG (Kube-Proxy
    Next Generation). The article details how KPNG splits kube-proxy into a central,
    API-watching controller and specialized backends (e.g., IPVS, NFTables, eBPF),
    enabling network engineers to write highly optimized routing layers.
  language: English
  resource_type: Technical Article
  complexity: High
  hierarchy:
  - Networking
  - kube-proxy Next Generation
  - Deep-Dive
  is_microservice: false
  title: 'kubernetes.io: Use KPNG to Write Specialized kube-proxiers'
https://kubernetes.io/blog/2021/11/12/are-you-ready-for-dockershim-removal:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight focuses on Dockershim removal readiness. In 2026, this
    remains a valuable reference artifact for migrating air-gapped systems or old
    enterprise clusters from Docker to containerd.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Container Runtimes
  - Dockershim Deprecation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Dockershim removal is coming. Are you ready?'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2021/12/07/kubernetes-1-23-release-announcement:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight highlights the official Kubernetes 1.23 announcement
    'The Next Frontier'. In 2026, this announcement marks the stabilization of ephemeral
    containers for interactive debugging.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.23
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes 1.23: The Next Frontier'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2021/12/17/security-profiles-operator:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An official release announcement detailing the evolution of SPO. It
    highlights improved profile recording capabilities, integration with kubectl,
    and initial support for SELinux. Crucial for understanding the transition from
    manual profiles to automation.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - System Hardening
  - Security Profiles Operator
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: What''s new in Security Profiles Operator v0.4.0'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kubernetes.io/blog/2021/12/21/admission-controllers-for-container-drift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Describes techniques for enforcing resource immutability at runtime.
    Examines how custom validating webhooks prevent dynamic drifting from GitOps-defined
    states by blocking real-time image updates or process changes.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Architecture
  - Security
  - Container Drift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'kubernetes.io: Using Admission Controllers to Detect Container Drift at
    Runtime'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2021/12/22/kubernetes-in-kubernetes-and-pxe-bootable-server-farm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the WEDOS PXE-bootable server farm architecture utilizing a
    'Kubernetes-in-Kubernetes' (Kink) design pattern to provision isolated physical
    infrastructure. It outlines how management clusters orchestrate user workloads
    by treating nested control planes as standard workloads. This case study illustrates
    cutting-edge bare-metal provisioning strategies to achieve hyper-dense, low-latency
    execution environments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Nested Clusters
  - Bare Metal
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes-in-Kubernetes and the WEDOS PXE bootable server
    farm'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2022/01/07/kubernetes-is-moving-on-from-dockershim:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: An official advisory detailing the definitive deprecation and removal
    of Dockershim in Kubernetes 1.24. Instructs cluster administrators on migrating
    node environments to direct CNI/CRI engines like containerd or CRI-O.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Container Runtime
  - Dockershim Deprecation
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes is Moving on From Dockershim: Commitments and
    Next Steps'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2022/02/17/dockershim-faq:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight provides the updated Dockershim FAQ. In 2026, it serves
    as an excellent reference troubleshooting tool for understanding CRI-dockerd shims
    and standard CRI integrations.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Container Runtimes
  - v1.24
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Updated: Dockershim Removal FAQ'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2022/08/04/upcoming-changes-in-kubernetes-1-25:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight highlights the upcoming removals in 1.25. Live grounding
    in 2026 registers 1.25 as the ultimate removal point for PodSecurityPolicy (PSP),
    finalizing the modern security validation ecosystem.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - API Evolution
  - v1.25
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes Removals and Major Changes In 1.25'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2022/08/23/kubernetes-v1-25-release:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Kubernetes v1.25, dubbed 'Combiner', represents a major milestone in
    core stability and API maturation. The release is architecturally significant
    for the formal removal of PodSecurityPolicy (PSP) in favor of Pod Security Admission
    (PSA) and the promotion of several storage features to General Availability. Operators
    must adapt to these security and storage modifications to ensure workload compatibility.
  language: Go
  resource_type: Release Notes
  complexity: Advanced
  hierarchy:
  - Kubernetes Core
  - Releases
  - v1.25
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes v1.25: Combiner'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2022/08/23/podsecuritypolicy-the-historical-context:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed post-mortem on PodSecurityPolicy (PSP) providing the architectural
    context behind its deprecation and eventual removal in v1.25. The publication
    details structural flaws in PSP's design, including complex API authorization
    models and the lack of a dry-run capability. This serves as critical foundational
    reading for security architects migrating clusters to modern Pod Security Standards
    (PSS) or third-party engines.
  language: Markdown
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Policies
  - Pod Security Policy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kubernetes.io: PodSecurityPolicy: The Historical Context \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2022/09/12/k8s-cve-feed-alpha:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details the launch of the programmatically accessible, auto-refreshing
    CVE feed in JSON/YAML. This allows security automation tooling to dynamically
    scan and trigger alerts on freshly discovered platform vulnerabilities, greatly
    speeding up remediation and patching schedules.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerabilities
  - CVE Tracking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Announcing the Auto-refreshing Official Kubernetes CVE Feed'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kubernetes.io/blog/2022/11/28/registry-k8s-io-faster-cheaper-ga:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Announces the transition of the primary Kubernetes container registry
    from 'k8s.gcr.io' to the community-owned, CDN-backed 'registry.k8s.io'. This infrastructural
    pivot reduces data egress costs and latency by intelligently routing traffic to
    regional cloud storage providers near the client nodes. Engineers must audit existing
    configuration files and pipelines to refer to the new endpoint to avoid build
    failures.
  language: Markdown
  resource_type: Release Announcement
  complexity: Intermediate
  hierarchy:
  - Kubernetes Core
  - Infrastructure
  - Registry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: registry.k8s.io: faster, cheaper and Generally Available
    (GA)'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2022/12/16/kubernetes-1-26-non-graceful-node-shutdown-beta:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Introduces the promotion of Non-Graceful Node Shutdown capabilities
    to Beta in Kubernetes 1.26. This feature enables stateful workloads (such as databases
    on StatefulSets) to recover gracefully on active nodes when a cluster host crashes
    abruptly without a proper shutdown path. This addresses a common issue where volume
    attachments remained locked to failed instances indefinitely.
  language: Markdown
  resource_type: Technical Feature
  complexity: Advanced
  hierarchy:
  - Kubernetes Core
  - Node Management
  - Fault Tolerance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes 1.26: Non-Graceful Node Shutdown Moves to Beta'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2022/12/23/kubernetes-12-06-fsgroup-on-mount:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details the Kubernetes 1.26 enhancement enabling Pod fsGroup parameters
    to be passed directly to CSI drivers during volume mounting operations. By delegating
    directory permissions and ownership shifts to the underlying storage provider
    rather than executing local chown recursions, this update dramatically speeds
    up pod boot times on massive datasets. This optimization represents a major advancement
    in storage management efficiency.
  language: Markdown
  resource_type: Technical Feature
  complexity: Advanced
  hierarchy:
  - Kubernetes Storage
  - CSI
  - Volume Mounts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes 1.26: Support for Passing Pod fsGroup to CSI Drivers
    At Mount Time'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2022/12/26/pod-scheduling-readiness-alpha:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the newly introduced Pod Scheduling Readiness feature in Kubernetes
    1.26. This allows external controllers to declare scheduling gates on a pod, signaling
    the scheduler to ignore the resource until specific dependencies are resolved
    (e.g., custom network setups or resource pre-allocation). This significantly reduces
    scheduler queue overhead in dynamic, automated environments.
  language: Markdown
  resource_type: Technical Feature
  complexity: Advanced
  hierarchy:
  - Kubernetes Core
  - Scheduling
  - Resource Allocation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes 1.26: Pod Scheduling Readiness'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2022/12/27/cpumanager-ga:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Celebrates the General Availability (GA) of the CPUManager in Kubernetes
    1.26. This sub-system allows high-performance workloads to pin CPU cores, offering
    deterministic scheduling profiles by enforcing NUMA node alignment. Architects
    can exploit these improvements to drastically reduce latency in database pipelines,
    streaming engines, and high-frequency trading workloads.
  language: Markdown
  resource_type: Technical Feature
  complexity: Advanced
  hierarchy:
  - Kubernetes Core
  - Resource Management
  - CPUManager
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes v1.26: CPUManager goes GA'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2022/12/29/scalable-job-tracking-ga:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details the GA milestone of Scalable Job Tracking in Kubernetes 1.26.
    By offloading job tracking from querying all remaining pods to an optimized finalizer
    architecture, the API server can efficiently orchestrate massively parallel processing
    workloads. This enhancement dramatically lowers memory consumption and API server
    load in large-scale machine learning and batch-processing frameworks.
  language: Markdown
  resource_type: Technical Feature
  complexity: Advanced
  hierarchy:
  - Kubernetes Orchestration
  - Batch Jobs
  - Job Tracking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes 1.26: Job Tracking, to Support Massively Parallel
    Batch Workloads, Is Generally Available'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2022/12/30/advancements-in-kubernetes-traffic-engineering:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highlights advancements in Kubernetes Traffic Engineering during the
    1.26 release lifecycle, focusing on Service Internal Traffic Policy and Topology
    Aware Routing. These adjustments allow clusters to minimize latency and cross-AZ
    data transfer fees by dynamically routing traffic closer to the requesting endpoint.
    Excellent resource for networking engineers designing large-scale cloud topologies.
  language: Markdown
  resource_type: Technical Feature
  complexity: Advanced
  hierarchy:
  - Kubernetes Networking
  - Traffic Engineering
  - Load Balancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes v1.26: Advancements in Kubernetes Traffic Engineering'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2023/01/12/protect-mission-critical-pods-priorityclass:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explains how to prevent critical microservice pods from being terminated
    during cluster node pressure events using PriorityClass resources. Outlines scheduling
    preemption paths and best practices for establishing pod execution guarantees.
  language: YAML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Compute
  - Pod Scheduling
  - Priority & Eviction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'kubernetes.io: Protect Your Mission-Critical Pods From Eviction With PriorityClass'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/blog/2023/04/11/kubernetes-v1-27-release:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The official documentation for the Kubernetes 1.27 release ('Chill Vibes').
    Featuring 40 enhancement proposals, this release emphasizes security posture hardening,
    scheduling optimizations, and resource isolation. Prominent updates include the
    graduation of SeccompDefault to GA and the introduction of in-place container
    resource resizing.
  language: Markdown
  resource_type: Release Notes
  complexity: Advanced
  hierarchy:
  - Kubernetes Core
  - Releases
  - v1.27
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes v1.27: Chill Vibes'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2023/05/12/in-place-pod-resize-alpha:
  description: "- If you have deployed Kubernetes pods with CPU and/or memory resources
    specified, you may have noticed that changing the resource values involves restarting
    the pod. This has been a disruptive operation for running workloads... until now.\n
    \   - In Kubernetes v1.27, we have added a new alpha feature that allows users
    to resize CPU/memory resources allocated to pods without restarting the containers."
  year: '2023'
  stars: 0
  ai_summary: 'Reviews the highly anticipated alpha feature in Kubernetes 1.27: In-place
    Resource Resize for Pods. This allows engineers to dynamically scale CPU and memory
    resources allocated to running containers without requiring a pod restart. This
    capability drastically improves availability and operational costs for scaling-heavy
    stateful applications and microservices.'
  language: Markdown
  resource_type: Technical Feature
  complexity: Advanced
  hierarchy:
  - Kubernetes Core
  - Resource Management
  - Pod Resize
  tags:
  - '[EMERGING]'
  is_microservice: true
  status: online
  title: 'kubernetes.io: Kubernetes 1.27: In-place Resource Resize for Kubernetes
    Pods (alpha)'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://kubernetes.io/blog/2025/02/28/nftables-kube-proxy:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Examines the transition of `kube-proxy` from traditional `iptables`
    and IPVS modes to the modern `nftables` backend in Kubernetes. Highlighting structural
    efficiency, the article explores how nftables reduces CPU-bound routing overhead
    and improves packet processing scalability in massive cluster environments.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Kubernetes Networking
  - Kube-Proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: NFTables mode for kube-proxy in Kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://kubernetes.io/blog/2026/05/15/ccm-new-metric-route-sync-total:
  addition_method: automatic
  ai_summary: Analysis of the new alpha metric 'route_controller_route_sync_total'
    introduced in the Kubernetes v1.36 Cloud Controller Manager (CCM). Designed to
    facilitate A/B validation of the 'CloudControllerManagerWatchBasedRoutesReconciliation'
    feature gate, transitioning cloud routing loops from fixed polling intervals to
    reactive, watch-based reconciliation. Drastically reduces redundant control plane
    queries to underlying hyperscaler APIs, preventing rate-limiting blocks in large-scale
    cluster architectures.
  category: kubernetes-releases
  complexity: advanced
  content_hash: dbc9d6838b2707a36356b2e119c5c5c2fadcbdccb822cde5a7d522364a03e61f
  description: Deep dive into the new route_controller_route_sync_total counter metric
    in the Cloud Controller Manager.
  hierarchy:
  - Kubernetes
  - Control Plane Architecture
  - Cloud Controller Manager (CCM)
  - Instrumentation
  is_microservice: false
  language: en
  last_checked: 1780352037.401639
  reputation_status: Vetted
  reputation_summary: Official Kubernetes upstream instrumentation blog detailing
    critical cloud provider integration optimizations.
  resource_type: blog
  social_preview_url: ''
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  title: 'Kubernetes v1.36: New Metric for Route Sync in the Cloud Controller Manager'
  year: '2026'
https://kubernetes.io/blog/2026/05/15/kubernetes-1-36-feature-mixed-version-proxy-beta:
  addition_method: automatic
  ai_summary: Architectural breakdown of the Mixed Version Proxy (KEP-4020) graduating
    to Beta and becoming enabled by default in Kubernetes 1.36. The mechanism prevents
    false 404 errors during mixed-version control plane rolling upgrades by proxying
    unrecognized resource requests to a newer peer API server. Enforces peer-aggregated
    discovery data flows, allowing operators to build and upgrade highly available
    control planes with zero client disruption.
  category: kubernetes-releases
  complexity: advanced
  content_hash: 4f92eaecea5b657a67aedaaa6df62b17923b080c08a3ed8ad06a56f6e79d6655
  description: Overview of the Mixed Version Proxy feature graduating to Beta in Kubernetes
    1.36 to secure mixed-version control plane upgrades.
  hierarchy:
  - Kubernetes
  - Control Plane Architecture
  - API Server
  - Mixed Version Proxy
  is_microservice: false
  language: en
  last_checked: 1780352037.401437
  reputation_status: Vetted
  reputation_summary: Official upstream Kubernetes blog detailing core API Machinery
    security and upgrade enhancements.
  resource_type: blog
  social_preview_url: ''
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'Kubernetes v1.36: Mixed Version Proxy Graduates to Beta'
  year: '2026'
https://kubernetes.io/blog/2026/05/20/etcd-370-beta:
  addition_method: automatic
  ai_summary: 'Curator Insight: Synchronized with the primary project announcement,
    the official Kubernetes blog highlights the integration benefits of etcd v3.7.0-beta.0
    for cluster orchestrators. Live Grounding validates that the RangeStream capability
    directly alleviates serialization bottlenecks inside the Kubernetes API server
    when listing large resource collections. This post serves as a crucial engineering
    guide for cluster administrators preparing to test and validate next-generation
    state storage under heavy workload scenarios.'
  category: aws-databases
  complexity: Advanced
  content_hash: 46f2f0e84e0b8a9f6ad68653bbecd214ae2d15efe741086adc5db811d45d90ce
  description: Kubernetes-centric blog post highlighting the upcoming etcd 3.7.0-beta.0
    features for cluster state storage.
  hierarchy:
  - Kubernetes
  - Cluster Architecture
  - Database Storage
  is_microservice: true
  language: en
  last_checked: 1780352424.113325
  reputation_status: Vetted
  reputation_summary: Vetted official Kubernetes ecosystem announcement.
  resource_type: blog
  social_preview_url: ''
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - DE FACTO STANDARD
  - GUIDE
  title: Announcing etcd 3.7.0-beta.0 | Kubernetes
  year: '2026'
https://kubernetes.io/blog/2026/05/26/reconciling-unfixed-kubernetes-cves:
  addition_method: automatic
  ai_summary: The Kubernetes Security Response Committee (SRC) outlines a critical
    data hygiene initiative to correct historical CVE records that erroneously indicated
    fixed version fields for old, unfixed issues. Since these corrected records take
    effect on June 1, 2026, security and vulnerability scanners will begin newly flagging
    these unresolved CVEs (such as CVE-2021-25740). The post details mitigation checklists
    and manual RBAC audit guidelines to help platform engineers proactively assess
    their exposure and risk tolerance.
  category: kubernetes-security
  complexity: Advanced
  content_hash: a881c6a7904960d275eee24cfd97d4a3c2c5d9f70e6687cefdd56f6c9980c32b
  description: The Kubernetes Security Response Committee issues corrections for a
    list of older, unfixed CVEs that incorrectly claimed fixed versions.
  hierarchy:
  - Security
  - Vulnerability Management
  - Kubernetes CVEs
  is_microservice: false
  language: en
  last_checked: 1780352720.351704
  reputation_status: Vetted
  reputation_summary: Official advisory issued by the Kubernetes Security Response
    Committee (SRC).
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - DE FACTO STANDARD
  - GUIDE
  title: 'Reconciling the Past: Correcting Records for Unfixed Kubernetes CVEs'
  year: '2026'
https://kubernetes.io/docs/concepts/cluster-administration/networking:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official documentation outlining the structural model of Kubernetes
    networking. Explains the baseline constraints and requirements for pod-to-pod,
    pod-to-service, and external communication, establishing the standard IP-per-pod
    allocation axiom. Crucial reference architecture for understanding how the core
    API expects CNIs to behaves before overlaying sophisticated network policies.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Networking
  - Core Architecture
  - Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Kubernetes Networking
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://kubernetes.io/docs/concepts/configuration/assign-pod-node:
  addition_method: manual
  content_hash: a4eeda3d6c9481f783d99e59017fe277a78f30b83b717a4f83c6ae6f3e5fb7e8
  description: ''
  health_score: 100.0
  last_checked: 1779034208.059684
  stars: 0
  status: online
  title: Affinity and anti-affinity
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://kubernetes.io/docs/concepts/extend-kubernetes/api-extension/custom-resources:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The official documentation detailing Custom Resource Definitions (CRDs).
    Explores dynamic API registration patterns, OpenAPI schema validation, custom
    status fields, controller loops, and etcd data lifecycle management.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Extending Kubernetes
  - Custom Resources
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Custom Resources
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/docs/concepts/extend-kubernetes/compute-storage-net/network-plugins:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The authoritative Kubernetes documentation outlining network plugin
    types. Defines the operational boundaries between kubenet deployments and standard
    Container Network Interface (CNI) environments.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Networking
  - CNI
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Kubernetes.io: Network Plugins'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://kubernetes.io/docs/concepts/extend-kubernetes/operator:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official documentation explaining the Kubernetes Operator pattern.
    It covers the fundamentals of custom resource definitions, state reconciliation,
    and using control loops to manage application lifecycles.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Extensibility & Development
  - Controller Architecture
  - Conceptual Overviews
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Kubernetes.io: Operator pattern'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://kubernetes.io/docs/concepts/policy/limit-range:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Official Kubernetes documentation on `LimitRange` policy resources.

    - Explains how to declare, enforce, and inject default request/limit boundaries
    at the namespace level.

    - Essential for multi-tenant environments to restrict unconstrained container
    creation.'
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Policy & Governance
  - Limit Ranges
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kubernetes.io Policy Limit Ranges
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/docs/concepts/policy/pod-security-policy:
  addition_method: manual
  content_hash: 866f23a6ee6d1dbf146ad2c7ebfb83f42a35d81c47e9d82cc3ed95ec37a64ab3
  description: ''
  health_score: 100.0
  last_checked: 1779030779.518937
  stars: 0
  status: online
  title: "Pod Security Policy (SCC in OpenShift) \U0001F31F"
  v1_locations:
  - docs/crunchydata.md
  - docs/kubernetes-security.md
  - docs/openshift.md
  year: N/A
https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Reference guide on node affinity and pod-to-pod affinity/anti-affinity.
    This declarative configuration interface allows operators to write rules constraining
    pod placement relative to host labels and existing workloads, enabling active
    high-availability topologies.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Scheduling
  - Workload Placement
  - Affinity Controls
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Affinity and anti-affinity
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/docs/concepts/scheduling-eviction/topology-spread-constraints:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Documentation covering Pod Topology Spread Constraints, a critical framework
    for distributing pods evenly across failure domains like availability zones, regions,
    or host groups. It explains how to set maximum skew limits to ensure high availability
    and prevent single-point infrastructure failures.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Scheduling
  - Workload Placement
  - Topology Spread
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Pod Topology Spread Constraints
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/docs/concepts/security:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The official guide outlining the security topology of Kubernetes clusters,
    describing how the 4C's interface with container engines, internal services, and
    cloud configurations.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Cloud Native Security Frameworks
  - Official Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "kubernetes.io: Overview of Cloud Native Security \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://kubernetes.io/docs/concepts/security/multi-tenancy:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: The official documentation framework outlining multi-tenancy requirements.
    Covers network layer segmentation, API usage guidelines, resource partitioning,
    and security configurations.
  language: YAML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kubernetes.io: Multi-tenancy \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/docs/concepts/security/overview:
  addition_method: manual
  content_hash: c0cc3baba8eaaedaf83082627126f9515a0d70d869abf3f3a2863ec5b6a51feb
  description: ''
  health_score: 100.0
  last_checked: 1779030954.422644
  stars: 0
  status: online
  title: '==kubernetes.io: Overview of Cloud Native Security=='
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes-security.md
  year: N/A
https://kubernetes.io/docs/concepts/security/pod-security-policy:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Architectural comparison contrasting OpenShift Security Context Constraints
    (SCC) with the deprecated Kubernetes Pod Security Policy (PSP). Live Grounding
    confirms PSP was completely removed in Kubernetes v1.25. This reference highlights
    how SCC remains enterprise-stable and active for securing namespaces in Red Hat
    OpenShift clusters.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Pod Security
  - Pod Security Policies
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "Pod Security Policy (SCC in OpenShift) \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kubernetes.io/docs/concepts/security/security-checklist:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The official security checklist published by upstream Kubernetes maintainers.
    It serves as an authoritative map for hardening cluster networks, applying role
    access structures, and validating runtimes. Essential baseline documentation for
    cloud infrastructure engineers.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security
  - Cluster Hardening
  - Standard Checklists
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kubernetes.io: Security Checklist \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kubernetes.io/docs/concepts/services-networking/ingress-controllers:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official Kubernetes documentation explaining Ingress. It teaches
    engineers how to manage HTTP routing, SSL termination, and hostnames at the cluster
    edge.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Traffic Routing
  - Ingress Controllers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Ingress Controller
  addition_method: manual
  v2_locations:
  - ocp4.md
https://kubernetes.io/docs/concepts/services-networking/service:
  addition_method: manual
  content_hash: b0dda1b40053837e7ae4793158903472024ed6ad6b7c153b65d992144d85e092
  health_score: 100.0
  last_checked: 1779029459.285103
  needs_ai_refresh: true
  v1_locations:
  - docs/ocp4.md
https://kubernetes.io/docs/concepts/workloads/autoscaling/horizontal-pod-autoscale:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Official Kubernetes documentation detailing the Horizontal Pod Autoscaler
    API. It monitors workloads and dynamically scales replica counts based on CPU,
    memory, or complex customized metric configurations.
  language: Go
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Core Concepts
  - Horizontal Scaling API
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'HPA: Horizontal Pod Autoscaler'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://kubernetes.io/docs/concepts/workloads/pods/pod-topology-spread-constraints:
  addition_method: manual
  content_hash: f2f96449f340b343a8c77814bce0118affd23cfa93ebc60d4890900459d8a894
  description: ''
  health_score: 100.0
  last_checked: 1779031460.7002
  stars: 0
  status: online
  title: Pod Topology Spread Constraints
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://kubernetes.io/docs/contribute/style/diagram-guide:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: The official Kubernetes contributor documentation on diagram style guidelines,
    demonstrating how to programmatically draft flowcharts and sequence maps using
    Mermaid JS code syntax embedded directly in markdown files.
  language: JavaScript
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Diagrams-as-Code
  - Mermaid Integration
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "kubernetes.io: Diagram Guide - Mermaid JavaScript library \U0001F31F"
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://kubernetes.io/docs/reference/access-authn-authz/authentication:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The core official reference for understanding user and service account
    authentication mechanisms in Kubernetes. It reviews client certificates, bearer
    tokens, and OIDC federation protocols. This architectural baseline explains how
    kube-apiserver validates identity requests securely.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Access Control
  - Authentication
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Authenticating'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kubernetes.io/docs/reference/issues-security/official-cve-feed:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The official database of active and resolved CVEs for the Kubernetes
    ecosystem. It tracks core component bugs, container execution vulnerabilities,
    and control plane bypass vectors. Maintaining a regular review of this feed is
    an essential component of modern enterprise risk mitigation.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerabilities
  - CVE Tracking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kubernetes.io: Official CVE Feed \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kubernetes.io/docs/reference/kubectl/cheatsheet:
  addition_method: manual
  content_hash: 1c9904d1fbd88b549d1db4cd7ad2ab386f8cd50b2eb83cfdc193f64458402e1d
  description: ''
  health_score: 100.0
  last_checked: 1779029985.002475
  stars: 0
  status: online
  title: "kubernetes.io \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  - docs/kubectl-commands.md
  year: N/A
https://kubernetes.io/docs/reference/kubectl/quick-reference:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The canonical reference documentation for the kubectl command-line utility.
    Provides up-to-date syntax patterns for resource creation, patch edits, formatting
    outputs, and real-time container log analysis across active nodes.
  language: Markdown
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "kubernetes.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
  - kubectl-commands.md
https://kubernetes.io/docs/reference/kubernetes-api:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The official documentation reference for the Kubernetes REST API. Maps
    core concepts, path definitions, custom resources, authorization structures, and
    api resource versions across stable and beta branches.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - API Server
  - Architecture
  - Reference
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Kubernetes API'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/docs/reference/scheduling:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Core reference documentation for the Kubernetes scheduler, the system
    engine that assigns pending pods to cluster nodes. It explains the mechanics of
    filtering, scoring, and binding phases. Essential reading for platform architects
    optimizing cluster capacity and workload layouts.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Scheduling
  - Internal Mechanics
  - Scheduler Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Kubernetes Scheduling
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/docs/reference/scheduling/config:
  addition_method: manual
  content_hash: db6f8da36d2ea48c1c42d30dda6bc112c4c1e27302d4bb5331245394834ace2c
  health_score: 100.0
  last_checked: 1779130495.032002
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering kubernetes.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubernetes.io/docs/reference/scheduling/profiles:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Deep technical manual explaining custom scheduling profiles. Scheduling
    profiles allow operators to configure the built-in scheduler's extension points
    (such as PreFilter, Filter, PostFilter, Score, and Reserve) to custom-fit diverse
    compute workloads (e.g., batch jobs, low-latency APIs).
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Scheduling
  - Internal Mechanics
  - Scheduling Profiles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Scheduling Profiles
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/docs/setup/production-environment/container-runtimes:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The official Kubernetes documentation detailing installation and integration
    patterns for CRI-compliant container runtimes. It provides step-by-step production
    setup configurations for containerd and CRI-O, detailing necessary kernel parameters,
    socket configurations, and systemd driver alignments.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Containerization
  - Runtimes
  - Kubernetes Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Kubernetes.io: Container runtimes'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Explains how developers and administrators access remote clusters using
    credential files (kubeconfigs). This documentation reviews contextual switching,
    multi-cluster management, and local proxy patterns. It serves as a foundational
    step for secure local engineering workflows.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Security
  - Access Control
  - Cluster Access
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Accesing Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kubernetes.io/docs/tasks/administer-cluster/access-cluster-api:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An official task-oriented guide illustrating the safe initialization
    of connections directly to the Kubernetes API server. It highlights proxying patterns,
    kubectl integration, and direct API calls via transport-layer security (TLS).
    Essential for developers automating low-level operations within controlled environments.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security
  - Access Control
  - API Access
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Access Clusters Using the Kubernetes API'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kubernetes.io/docs/tasks/administer-cluster/configure-upgrade-etcd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Official operational guidelines for running production etcd clusters.
    Focuses on cluster deployment, securing communication with mutual TLS (mTLS),
    performance tuning, and performing safe backup and restore operations.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Store
  - etcd Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetes.io: Operating etcd clusters for Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/docs/tasks/administer-cluster/encrypt-data:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official reference guide to implementing etcd database encryption at
    rest. Walks through configuring structural 'EncryptionConfiguration' resources,
    comparing local providers (AES-GCM, secretbox) against enterprise Cloud KMS plugins.
  language: English
  resource_type: Official Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - Platform Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kubernetes.io: Encrypting Secret Data at Rest \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kubernetes.io/docs/tasks/configure-pod-container/user-namespaces:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details structural configuration steps to leverage Linux user namespaces
    (userns) inside Kubernetes pods. This maps root workloads to unprivileged target
    host UIDs, fundamentally neutralizing host container escape vectors.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Isolation
  - User Namespaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'kubernetes.io: configure-pod-container / Use a User Namespace With a Pod'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/docs/tasks/extend-kubectl/kubectl-plugins:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official Kubernetes documentation detailing the architecture of
    kubectl plugins. It outlines how kubectl discovers custom binary files named with
    a specific prefix on the user's local path and maps them as CLI subcommands, enabling
    developers to write tailored cluster management scripts.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Operations
  - Command Line Tools
  - Developer Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Extend kubectl with plugins
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetes.io/docs/tasks/manage-kubernetes-objects/kustomization:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Up-to-date, official Kubernetes documentation detailing best practices
    for declaratively managing cluster objects using Kustomize overlays. It walks
    through configuring generator fields, secret generation, and prefix matching across
    multiple deployment stages. A vital reference manual for platform architects designing
    robust GitOps pipelines.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Application Configuration
  - Declarative GitOps
  - Kustomize Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Declarative Management of Kubernetes Objects Using Kustomize
  addition_method: manual
  v2_locations:
  - kustomize.md
https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale:
  addition_method: manual
  content_hash: a9f935606a84432161200b555014e250514cde637c24d1469af74122161a686b
  description: ''
  health_score: 100.0
  last_checked: 1779034049.420531
  stars: 0
  status: online
  title: 'HPA: Horizontal Pod Autoscaler'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://kubernetes.io/docs/tutorials:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The definitive, authoritative reference portal for Kubernetes concepts.
    Integrates fundamental conceptual walk-throughs with direct command-line execution,
    showing how to create Services, scale Deployments, and manage local volumes.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes
  - Official Documentation
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'kubernetes.io: Kubernetes Tutorials'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://kubernetes.slack.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: 'The official Slack community space for the global Kubernetes ecosystem,
    hosting hundreds of thousands of developers, SREs, and cluster administrators.
    Organized into channels (e.g., #sig-network, #sig-storage, #kubernetes-users),
    it provides an unparalleled collaborative hub for solving technical issues and
    driving project governance.'
  language: English
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - Community
  - Communication
  - Real-time Support
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kubernetes.slack.com
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetesbyexample.com:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032216.758453
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  - docs/kubernetes-tutorials.md
  v2_locations:
  - demos.md
  - kubernetes-tutorials.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering kubernetesbyexample.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubernetespodcast.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A premium technical podcast detailing weekly trends, releases, community
    transitions, and architectural evolutions within the Cloud-Native computing space.
    Features conversations with core contributors, software creators, and system engineers
    regarding production successes and challenges.
  language: English
  resource_type: Podcast
  complexity: Intermediate
  hierarchy:
  - Industry Trends
  - Media
  - Interviews
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kubernetespodcast.com
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetespodcast.com/episode/164-podman:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An interview featuring Podman's core creators, Daniel Walsh and Brent
    Baude, discussing the development of daemonless container engines. They detail
    the platform's architectural evolution, integration with local desktop managers,
    and its role as a secure foundation for Kubernetes microservices deployment.
  language: English
  resource_type: Podcast
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Industry Context
  - Technical Discussions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubernetespodcast.com: Podman, with Daniel Walsh and Brent Baude'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://kubernetesreadme.com:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A curated interactive reference directory compiling foundational Kubernetes
    conceptual structures in an easy-to-read format. Facilitates rapid onboarding
    of developers by simplifying complex orchestration mechanics, deployment structures,
    and standard YAML configurations.
  language: English
  resource_type: Reference Portal
  complexity: Beginner
  hierarchy:
  - Education
  - Reference Guides
  - Interactive Portal
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Kubernetes README: kubernetesreadme.com'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubernetestutorials.com/install-and-deploy-kubernetes-on-centos-7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029124.140051
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kubernetestutorials.com: Install and Deploy Kubernetes on CentOs 7'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kubernetestutorials.com:
    Install and Deploy Kubernetes on CentOs 7 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kubernetestutorials.com/kubernetes-tutorials/kubernetes-introduction-to-yaml:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031446.259072
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "kubernetestutorials.com: Kubernetes : Introduction to YAML \U0001F31F"
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering kubernetestutorials.com:
    Kubernetes : Introduction to YAML \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://kubeshark.co:
  addition_method: manual
  content_hash: cd0b8278ff0a583c223d90cc249ad0e5566011eb797776cab27baea084ca366b
  description: ''
  health_score: 100.0
  last_checked: 1779030175.100772
  stars: 0
  status: online
  title: ==kubeshark.co==
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://kubeshop.github.io/monokle:
  addition_method: manual
  content_hash: fc36c6ea851ec23ab441534181bc6559afa3f355651d8847c75faa89a99aa413
  description: ''
  health_score: 100.0
  last_checked: 1779034394.490386
  stars: 0
  status: online
  title: kubeshop.github.io/monokle
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://kubeshop.io:
  description: ''
  addition_method: manual
  content_hash: 3e56ce5bd69843e7ceeca13d67b2d1ea1e7e5f9a96fed6dbfaf3762c97d21fc8
  health_score: 100.0
  last_checked: 1779031351.805853
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Kubeshop is an open-source tool incubator and accelerator dedicated
    to creating developer-focused Kubernetes tooling and workflows. It acts as the
    umbrella ecosystem behind successful platforms such as Testkube, Monokle, and
    Botkube.
  language: Various
  resource_type: Tool Ecosystem
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Developer Productivity
  - Tooling Accelerators
  is_microservice: false
  title: "Kubeshop \U0001F31F"
https://kubesphere.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'KubeSphere is a distributed, multi-tenant enterprise container platform
    built on top of Kubernetes. It provides an intuitive GUI dashboard for managing
    multi-cloud container orchestration, DevOps pipelines (Jenkins-based), service
    meshes (Istio), observability, and microservice governance. (Live Grounding: Actively
    developed in 2026, offering a complete, modular, cloud-agnostic platform alternative
    to OpenShift).'
  language: Go
  resource_type: Platform Website
  complexity: Advanced
  hierarchy:
  - Container Platforms
  - Enterprise Platforms
  - KubeSphere
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: kubesphere.io
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://kubesphere.io/blogs/install-kubernetes-containerd:
  description: '- [thenewstack.io: Quickly Install a Kubernetes Cluster with KubeKey](https://thenewstack.io/quickly-install-a-kubernetes-cluster-with-kubekey)'
  year: '2021'
  stars: 0
  ai_summary: 'Outlines a streamlined procedural approach to installing Kubernetes
    1.22 and containerd using the KubeKey engine. The guide emphasizes the migration
    away from Docker shim and configures high-performance runtime options using bare-metal
    architecture targets. (Live Grounding: Although v1.22 is legacy by 2026 standards,
    the architectural concepts of containerd orchestration and bare-metal bootstrapping
    via KubeKey remain highly instructional).'
  language: Go/YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Infrastructure
  - Cluster Provisioning
  - KubeKey
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'kubesphere.io: Install Kubernetes 1.22 and containerd the Easy Way with
    kubekey'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://kubesphere.io/blogs/k8s-ha-practices:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Translates high-availability architectural constraints into concrete
    implementation tactics. Evaluates load balancer setups, redundant etcd configurations,
    and optimal node distributions across availability zones.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - High Availability
  - Production Readiness
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'kubesphere.io: Kubernetes High Availability Essential Practices Simply Explained'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://kubesphere.io/blogs/kubeeye-automatic-cluster-diagnostic-tool:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030996.177435
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2024'
  ai_summary: An automated cluster review tool designed to analyze workloads, node
    health, and network security profiles. It maps current states against Kubernetes
    operational best practices. Heavily integrated with KubeSphere, offering operators
    an intuitive baseline audit tool.
  language: None
  resource_type: Guide
  complexity: Medium
  hierarchy:
  - Operations
  - Cluster Diagnostics
  - Automated Auditing
  is_microservice: false
  title: "KubeEye: An Automatic Diagnostic Tool that Provides a Holistic View of Your'
    Kubernetes Cluster \U0001F31F"
https://kubesphere.io/blogs/scale-kubernetes-cluster-using-kubekey:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A technical guide demonstrating how to horizontally scale existing
    Kubernetes compute capacities using KubeKey execution manifests. Focuses on declarative
    modifications of cluster-configuration files to dynamically append new worker
    nodes without service disruptions. (Live Grounding: Vital operations reference
    for cluster administrators managing hardware expansions within hybrid/private
    clouds).'
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Infrastructure
  - Cluster Provisioning
  - KubeKey
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'kubesphere.io: Scaling a Kubernetes Cluster: One of the Best Practices for
    Using KubeKey'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://kubestone.io:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Kubestone is an open-source performance benchmarking operator for Kubernetes.
    It runs diagnostic tests (like iperf3, sysbench, fio, and pgbench) directly in
    custom pods to validate network throughput, disk performance, database transactions,
    and compute resources. This provides structural benchmarking data to ensure cluster
    performance before deploying workloads.
  language: Go
  resource_type: Homepage
  complexity: Advanced
  hierarchy:
  - Operations
  - Benchmarking
  - Performance Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kubestone.io
  addition_method: manual
  v2_locations:
  - ocp4.md
https://kubestr.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Kubestr is an open-source CLI toolkit engineered to auto-discover, inspect,
    and benchmark persistent storage configurations within a Kubernetes cluster. By
    running in-cluster FIO test cases, it provides architects with validated throughput
    and latency metrics for active storage configurations.
  language: Go
  resource_type: CLI Tool
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Benchmarking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kubestr.io
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://kubetools.io/kopylot-an-ai-powered-kubernetes-assistant-for-devops-developers:
  description: ''
  addition_method: manual
  content_hash: 22c69347e82d8379e814782608caba158101c76c2d5feac3d1945a86a11b43ff
  health_score: 100.0
  last_checked: 1779130495.010793
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  stars: 0
  ai_summary: KoPylot leverages Large Language Models (LLMs) to diagnose cluster issues,
    audit manifest files for security violations, and write YAML configurations. It
    streamlines daily DevOps troubleshooting loops by translating natural language
    requests into operational context.
  language: Python
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - AIOps
  - Diagnostics
  is_microservice: false
  title: 'kubetools.io: KoPylot: An AI-Powered Kubernetes Assistant for DevOps & Developers'
? https://kubetools.io/mastering-kubernetes-debugging-and-troubleshooting-with-kubeshark-real-time-visibility-query-language-service-map-and-integrations
: description: ''
  year: '2024'
  stars: 0
  ai_summary: An advanced network analyzer for Kubernetes (formerly API Tap) that
    captures and decrypts cluster traffic in real-time. Leverages modern eBPF and
    packet capture technologies to trace service-to-service communication.
  language: English
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Networking
  - API Traffic Analyzer
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'kubetools.io: Kubeshark – API Traffic Analyzer for Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://kubetools.io/why-k9s-should-be-your-go-to-tool-for-kubernetes-management:
  description: ''
  addition_method: manual
  content_hash: cde5cfc6d33fcfe7c8abab886d8e6304febb2c0a00f5f35c5e291a78cabb7819
  health_score: 100.0
  last_checked: 1779130494.997096
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  stars: 0
  ai_summary: This guide details the operational efficiency gains of adopting K9s,
    a terminal-based UI for interacting with Kubernetes clusters. It contrasts standard
    kubectl workflows with K9s' real-time, keyboard-driven navigation, logs streaming,
    and resource monitoring.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Kubernetes
  - Developer Experience
  - CLI Tools
  is_microservice: false
  title: 'kubetools.io: Why K9s Should Be Your Go-To Tool for Kubernetes Management'
https://kubevela.io:
  description: ''
  addition_method: manual
  content_hash: b10c4920a3537933054ad09966865a1a9bd15cae560745b814a6c971c3bd29d8
  health_score: 100.0
  last_checked: 1779029689.288522
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: KubeVela is an advanced CNCF-incubating application delivery and multi-cluster
    orchestrator built upon the Open Application Model (OAM). It decouples application
    declarations from physical cluster configurations by converting policies and workflows
    into unified abstractions.
  language: Go
  resource_type: Application Delivery Engine
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Application Delivery
  - OAM Engines
  is_microservice: true
  title: "kubevela.io \U0001F31F"
https://kubevious.io:
  description: ''
  addition_method: manual
  content_hash: 2899deb33300e3afe59adf9a12f316a46d28dde8f291b1b7804e61d78e8b25e3
  health_score: 100.0
  last_checked: 1779030220.239399
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: An application-centric dashboard providing structural validation, configuration
    analysis, and historical state tracking. It dynamically correlates Kubernetes
    objects to detect structural anomalies, cascading failures, and security rule
    violations before runtime issues occur.
  language: TypeScript
  resource_type: Web Application
  complexity: Advanced
  hierarchy:
  - Observability
  - UI Dashboards
  - Validation & Analysis
  is_microservice: true
  title: "kubevious: application centric Kubernetes UI \U0001F31F"
https://kubevious.io/blog/post/kubevious-saas-beta-launch:
  addition_method: manual
  content_hash: edbf936550f176276e57f481a3c9fb467317a9ba206234a4caa00860128fb6b5
  description: ''
  health_score: 100.0
  last_checked: 1779032900.650901
  needs_ai_refresh: true
  stars: 0
  title: Kubevious SaaS Beta is Live!
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://kubevious.io/blog/post/top-kubernetes-yaml-validation-tools:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A market breakdown contrasting modern validation utilities for Kubernetes
    platforms. Reviews differences between structural validators, OPA-based policy
    enforcement engines, and semantic layout detectors.
  language: None
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Platform Engineering
  - Kubernetes Manifests
  - Validation & Linting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubevious.io: Top Kubernetes YAML Validation Tools'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://kubevious.io/docs/built-in-validators:
  addition_method: manual
  content_hash: 093799c23e29835a8e9e30f40da4c4b60a422c2c16d0bd0ee37bff70264ed3a6
  description: ''
  health_score: 100.0
  last_checked: 1779030296.052338
  needs_ai_refresh: true
  stars: 0
  title: '==kubevious.io: Built-in Validators=='
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://kubevirt.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The home page of KubeVirt, a CNCF-graduating project that enables orchestration
    of VMs and containers within the same Kubernetes engine.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Compute & Runtime
  - Virtualization
  - KubeVirt Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kubevirt.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://kubezilla.com/tools:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030482.417033
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kubezilla.com: Kubetools – Curated List of Kubernetes Tools'
  v1_locations:
  - docs/other-awesome-lists.md
  v2_locations:
  - other-awesome-lists.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kubezilla.com:
    Kubetools – Curated List of Kubernetes Tools in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://kuderko.medium.com/fixing-bad-cpu-usage-distribution-in-kubernetes-e1e43ed87cd6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030854.232914
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "kuderko.medium.com: Fixing bad CPU usage distribution in Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering kuderko.medium.com:
    Fixing bad CPU usage distribution in Kubernetes \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kudo.dev:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032195.583098
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "KUDO: The Kubernetes Universal Declarative Operator \U0001F31F"
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-operators-controllers.md
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering KUDO:
    The Kubernetes Universal Declarative Operator \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kui.tools:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Kui is an innovative hybrid tool that blends the speed of CLI commands
    with the graphical visualization of a GUI. It wraps kubectl execution blocks to
    present interactive HTML elements, resource tables, and tabs directly inside terminal
    environments.
  language: TypeScript
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Hybrid CLI
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "kui.tools \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://kumomind.medium.com/should-i-consider-the-gitops-methodology-f49e042b8c22:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029988.664804
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kumomind.medium.com: Should I consider the GitOps methodology?'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kumomind.medium.com:
    Should I consider the GitOps methodology? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kurl.sh:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An open-source online utility and framework designed to construct custom,
    production-ready, air-gapped Kubernetes distribution installers. Replicated/kurl
    aggregates chosen components (like CNIs, storage, and registries) into a single
    bash-driven installer script to facilitate simple downstream application deliveries.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Custom Installers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kurl.sh
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://kustomize.io:
  description: "- Kustomize introduces a template-free way to customize application
    configuration that simplifies the use of off-the-shelf applications. Now, built
    into ```kubectl``` as ```apply -k```.\n    - Kustomize traverses a Kubernetes
    manifest to add, remove or update configuration options without forking.\n    -
    __It is available both as a standalone binary and as a native feature of kubectl.__"
  year: '2026'
  stars: 0
  ai_summary: Kustomize is a template-free configuration management utility that provides
    declarative customization of Kubernetes manifests without forking original files.
    It is natively integrated into the `kubectl` binary as the `-k` flag. Kustomize
    enables platform engineering teams to define reusable base manifests and layer
    overlay environments cleanly.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Application Configuration
  - Declarative GitOps
  - Kustomize
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kustomize.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - kustomize.md
https://kustomizer.dev:
  description: ''
  addition_method: manual
  content_hash: aefd444e6139092b7bfbcfe96430ce9992bd9a17c0f7e449d04c39472ef5aca1
  health_score: 100.0
  last_checked: 1779033761.289387
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Kustomizer is an experimental command-line tool designed to inspect,
    diff, and apply Kubernetes configurations packaged as OCI artifacts. Built on
    top of Kustomize principles, it attempts to streamline the delivery of customized
    YAML configurations directly from OCI registries. While innovative for GitOps
    pipelines, it remains a niche option compared to Helm or standard Kustomize.
  language: Go
  resource_type: CLI Tool
  complexity: High
  hierarchy:
  - Configuration Management
  - Declarative GitOps
  - Kustomize Extensions
  is_microservice: false
  title: kustomizer
https://kuttl.dev:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031425.577068
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "**KUbernetes Test TooL (kuttl)** \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering **KUbernetes
    Test TooL (kuttl)** \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kvs-vishnu23.medium.com/is-aws-cdk-better-than-terraform-85194e7a42cd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033697.043071
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kvs-vishnu23.medium.com: Is AWS CDK better than Terraform?'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kvs-vishnu23.medium.com:
    Is AWS CDK better than Terraform? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://kymidd.medium.com/lets-do-devops-eks-k8s-python-fuzzy-staging-with-aws-secrets-manager-k8s-init-disk-secrets-b0d8022f3a5d
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032157.104461
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'kymidd.medium.com: Let’s Do DevOps: EKS K8s & Python Fuzzy Staging with''
    AWS Secrets Manager, K8s Init disk, Secrets Injection'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering kymidd.medium.com:
    Let’s Do DevOps: EKS K8s & Python Fuzzy Staging with'' AWS Secrets Manager, K8s
    Init disk, Secrets Injection in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://kyverno.io:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Kyverno is a declarative Kubernetes-native policy engine. Designed specifically
    for Kubernetes, it simplifies policy management by allowing administrators to
    validate, mutate, and generate resources without writing complex Rego code.
  language: Go
  resource_type: platform
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Policy-as-Code
  - Kyverno Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "kyverno.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kyverno.io/docs/writing-policies/autogen:
  description: ''
  addition_method: manual
  content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155
  health_score: 100.0
  last_checked: 1779033476.776201
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: Illustrates how Kyverno automatically propagates policies applied to
    raw Pod specs to downstream controllers (Deployments, DaemonSets, StatefulSets).
    Simplifies security operations by validating configurations at high-level workloads
    rather than only catching errors at low-level pod schedulers.
  language: YAML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Kyverno
  is_microservice: false
  title: 'kyverno.io: Auto-Gen Rules for Pod Controllers'
https://kyverno.io/docs/writing-policies/generate:
  description: ''
  addition_method: manual
  content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155
  health_score: 100.0
  last_checked: 1779031576.271996
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: Official guide on retroactively generating Kubernetes objects, such
    as secrets or network rules, across pre-existing namespaces using Kyverno's dynamic
    policy synchronization engine. Eliminates manually syncing resources across namespaces
    created prior to policy deployment.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Kyverno
  is_microservice: false
  title: 'kyverno.io: Generating resources into existing namespaces'
https://kyverno.io/docs/writing-policies/mutate:
  description: ''
  addition_method: manual
  content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155
  health_score: 100.0
  last_checked: 1779034476.793327
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: Official documentation detailing how Kyverno modifies incoming resource
    specifications dynamically using JSON patch operations. It covers mutating rules
    such as auto-injecting sidecar containers, adding node affinity constraints, and
    enforcing default labels on namespaces at creation time.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Kyverno
  is_microservice: false
  title: 'kyverno.io: Mutating Resources'
https://kyverno.io/policies:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The official catalog of Kyverno policies, providing ready-to-deploy
    manifests for Pod Security standards, multi-tenant workspace isolation, label
    validation, and compliance auto-generation.
  language: YAML
  resource_type: curation
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Policy-as-Code
  - Kyverno Rules & Policies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "kyverno.io/policies \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://kyverno.io/policies/best-practices/check_deprecated_apis:
  description: ''
  addition_method: manual
  content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155
  health_score: 100.0
  last_checked: 1779034454.187971
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: Outlines a pre-configured Kyverno policy targeted at scanning incoming
    manifests to detect and block deprecated or removed Kubernetes API groups. Indispensable
    for preventing cluster upgrade blockages, validating manifests before execution
    on newer API-driven orchestrators.
  language: YAML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Upgrade Paths
  is_microservice: false
  title: "kyverno.io: Check deprecated APIs \U0001F31F"
https://kyverno.io/policies/best-practices/require_probes/require_probes:
  description: ''
  addition_method: manual
  content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155
  health_score: 100.0
  last_checked: 1779034560.208639
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: Standard Kyverno policy design pattern focused on enforcing health probe
    settings (liveness, readiness, startup) across all deployed container payloads.
    This rule enforces Kubernetes operations best practices, safeguarding application
    lifecycle management and endpoint routing.
  language: YAML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Kyverno Policies
  is_microservice: false
  title: 'kyverno.io: Implementing your best practices is simple with kyverno'
https://kyverno.io/policies/best-practices/restrict_image_registries/restrict_image_registries:
  description: ''
  addition_method: manual
  content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155
  health_score: 100.0
  last_checked: 1779029710.179751
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: Official documentation outlining how to write Kyverno policies to block
    deployment of images from unapproved registries. Enforces a key tenant of secure
    container delivery by ensuring workloads only pull code from trusted, internally-vetted
    registry endpoints.
  language: YAML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Supply Chain Security
  - Container Governance
  is_microservice: false
  title: '==kyverno.io: Restrict Image Registries=='
https://kyverno.io/policies/other/add-pod-proxies:
  description: ''
  addition_method: manual
  content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155
  health_score: 100.0
  last_checked: 1779034235.060039
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: Technical documentation demonstrating how to use Kyverno to dynamically
    inject HTTP/HTTPS proxy environment variables into Pod containers upon admission.
    Solves enterprise proxy configuration demands automatically without requiring
    manual pod-by-pod updates from development teams.
  language: YAML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Kyverno Policies
  is_microservice: false
  title: 'kyverno.io: Add Pod Proxies'
https://kyverno.io/policies/other/require_pdb:
  description: ''
  addition_method: manual
  content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155
  health_score: 100.0
  last_checked: 1779033913.600376
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: A standardized Kyverno policy template ensuring that all mission-critical
    deployments are paired with active PodDisruptionBudgets (PDB). This governance
    rule guarantees cluster high-availability by guarding applications against node
    drain and cluster maintenance operations.
  language: YAML
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Reliability
  - High Availability
  is_microservice: false
  title: 'kyverno.io: Require PodDisruptionBudget'
https://lab.github.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030028.675408
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==lab.github.com== \U0001F31F"
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==lab.github.com==
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://lab.texthtml.net/gitlab/merge-bot:
  description: '- [DockerHub: Gitlab Merge Bot](https://hub.docker.com/r/texthtml/gitlab-merge-bot)
    Bot assistant for code review and merge requests approval for Gitlab'
  year: '2021'
  stars: 1
  ai_summary: A lightweight Dockerized automation assistant engineered to streamline
    GitLab merge requests. Orchestrates pipeline status polling and auto-approves
    merges on successful continuous integration runs, optimizing delivery velocity.
  language: JavaScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - GitLab Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'lab.texthtml.net: Gitlab Merge Bot'
  addition_method: manual
  v2_locations:
  - git.md
https://labs.bishopfox.com/tech-blog/bad-pods-kubernetes-pod-privilege-escalation:
  addition_method: manual
  content_hash: 91eee7f16f3d8d6a74434bfa5628e2548dbb2d8c3224ae065bfeb7a9603c115a
  description: ''
  health_score: 100.0
  last_checked: 1779030433.920994
  stars: 0
  status: online
  title: "labs.bishopfox.com: Bad Pods: Kubernetes Pod Privilege Escalation \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://labs.demoredhat.com/demos:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: 'Official Red Hat Ansible workshops repository, highlighting hands-on
    scenarios for cloud provisioning, configuration management, network automation,
    and security playbooks. (Live Grounding: Serves as the authoritative source for
    enterprise teams to upskill in Ansible Automation Platform strategies).'
  language: YAML
  resource_type: Workshop Material
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code & CI-CD
  - Configuration Management
  - Ansible Workshops
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ansible.github.io/workshops/demos : Red Hat Ansible Automation Platform
    Workshops'
  addition_method: manual
  v2_locations:
  - demos.md
https://labs.google/fx/projectgenie:
  addition_method: automatic
  ai_summary: An experimental generative AI platform powered by Google DeepMind's
    Genie 3 foundation world model. It programmatically synthesizes interactive, playable
    3D environments at 720p resolution (20-24 FPS) using text descriptions, static
    reference images, or Google Maps' Street View imagery. It represents a significant
    step in spatial computing and physics simulation for AI agent training.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: d8f267091ade2a0aa9c4d674a1e44f860cb93c9da6235a8418ae8f00f3f4ab82
  description: An experimental research prototype powered by Genie 3 that generates
    interactive, controllable 3D environments from text prompts.
  hierarchy:
  - Artificial Intelligence
  - World Models
  - Spatial Computing
  impact_score: 92
  is_microservice: false
  language: English
  last_checked: 1780399982.211795
  reputation_status: Vetted
  reputation_summary: Highly reputable, cutting-edge world-generation model developed
    directly by Google DeepMind.
  resource_type: Interactive Prototype
  social_preview_url: ''
  source_provenance: X.com (GoogleDeepMind)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  title: Project Genie - Google Labs
  year: '2026'
https://labs.google/lll/en:
  addition_method: automatic
  ai_summary: Google Labs' Little Language Lessons showcases educational applications
    of Gemini and LearnLM models. By utilizing adaptive feedback mechanisms and cognitive
    load theories, the suite offers contextual exercises through tools like Tiny Lesson,
    Slang Hang, and camera-guided object translation.
  category: ai-agents-mcp
  complexity: Beginner
  content_hash: 4b2a81c5de104a3c7e3c9440eaa22f602be5da3e26976767ffe8d69fb9e76dbb
  description: A collection of bite-sized language learning experiments built using
    Google's generative Gemini models and LearnLM.
  hierarchy:
  - Artificial Intelligence
  - Generative AI Experiments
  - Language Education Platforms
  is_microservice: false
  language: English
  last_checked: 1780352581.792297
  reputation_status: Vetted
  reputation_summary: Active AI experiment platform from Google Labs, highly visible
    in educational tech communities.
  resource_type: website
  social_preview_url: ''
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  title: Little Language Lessons - Google Labs
  year: '2025'
https://labs.google/science:
  addition_method: automatic
  ai_summary: Google Labs' scientific workbench acts as a collection of experimental,
    agent-driven tools optimized to supercharge the scientific method across biology,
    genomics, and chemistry. Integrated with specialized science skills, the platform
    allows general-purpose agents to interface with over 30 leading life-science databases.
    This collaboration scales researchers' ability to conduct complex workflows, such
    as structural bioinformatics, in minutes rather than hours.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 478b6cdc582c6928e7af2b443491c0ce1cef5b9eefa5983fec90a8a629597d12
  description: A collection of experimental AI-driven science tools designed to complement
    the scientific method and explore how general agents accelerate discovery.
  hierarchy:
  - Artificial Intelligence
  - AI for Science
  - Scientific LLM Agents
  - Gemini Ecosystem
  is_microservice: false
  language: English
  last_checked: 1780352302.456706
  reputation_status: Vetted
  reputation_summary: A high-impact scientific AI research playground by Google, backed
    by Nature publications and validated by top-tier academic institutions.
  resource_type: project
  social_preview_url: ''
  source_provenance: X.com (GoogleAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  - ENTERPRISE-STABLE
  title: Experiments on the Future of AI-driven Science | Google Labs
  year: '2026'
https://labs.hol.vmware.com:
  addition_method: manual
  content_hash: 6594b343bcdf23ddb250949276937527498e535c5653856771d458c7acb0547d
  description: ''
  health_score: 100.0
  last_checked: 1779034522.744252
  stars: 0
  status: online
  title: "VMware hands-on Labs \U0001F31F"
  v1_locations:
  - docs/kubernetes-on-premise.md
  year: N/A
https://labs.hol.vmware.com/HOL:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A highly rated, free cloud-based interactive training platform provided
    by Broadcom/VMware. It allows platform engineers and administrators to gain hands-on
    operational experience with VMware Tanzu, vSphere with Kubernetes, NSX-T, and
    modern multicloud management tools without needing local hardware.
  language: English
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Training & Enablement
  - Interactive Labs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "VMware hands-on Labs \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://labs.iximiuz.com/courses/containerd-cli/ctr/image-management:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Deep technical laboratory exercise focused on managing low-level container
    images using the containerd 'ctr' CLI. Vital for operations engineers debugging
    nodes directly where high-level runtimes like docker are not installed.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Container Runtimes
  - containerd
  - ctr CLI
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'labs.iximiuz.com: How to work with container images using ctr'
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - kubernetes-troubleshooting.md
https://labs.iximiuz.com/tutorials/controlling-process-resources-with-cgroups:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A system-level deep dive explaining Linux control groups (cgroups v1/v2).
    Demonstrates how Kubernetes translates resource limits/requests in YAML manifests
    to cgroup system boundaries, enforcing CPU and memory quotas.
  language: C/Bash
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Kernel
  - Resource Allocation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Controlling Process Resources with Linux Control Groups (cgroups)
  addition_method: manual
  v2_locations:
  - container-managers.md
https://labs.meanpug.com/kubernetes-kpt-in-the-wild:
  description: ''
  addition_method: manual
  content_hash: 14a5d37372893ae356acf598ff7bff4873b532feff2cddf3afd51852a2fa30e8
  health_score: 100.0
  last_checked: 1779031533.822945
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A comprehensive deep-dive tutorial demonstrating how to use Google's
    Kpt for declarative, configuration-based package management. Explores practical
    manipulation of YAML manifests using Go and Starlark functions inside modern GitOps
    pipelines.
  language: None
  resource_type: Guide
  complexity: Low
  hierarchy:
  - Application Delivery
  - Packaging & Bundling
  - Case Studies
  is_microservice: false
  title: "Kubernetes Kpt in The Wild: What it is and how to use it \U0001F31F"
https://labs.mwrinfosecurity.com/blog/attacking-kubernetes-through-kubelet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029074.597917
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'labs.mwrinfosecurity.com: Attacking Kubernetes through Kubelet'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering labs.mwrinfosecurity.com:
    Attacking Kubernetes through Kubelet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://labs.play-with-docker.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An online sandbox environment that lets users run Docker commands in
    their browser. Ideal for testing configurations, learning container lifecycles,
    and creating simple multi-node topologies.
  language: None
  resource_type: Interactive Environment
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Container Basics
  - Playground
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "Play with docker \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://labs.play-with-k8s.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An ephemeral, multi-node interactive Kubernetes sandbox accessible directly
    within the browser. Utilizing Docker-in-Docker (DinD) infrastructure, it enables
    developers to prototype, run networking scenarios, and practice operations in
    a zero-install sandbox environment.
  language: N/A
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Education
  - Hands-on Labs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Play with Kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://laduram.medium.com/the-future-of-observability-c33cd7ff644a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031574.156642
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'laduram.medium.com: The Future of Observability'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering laduram.medium.com:
    The Future of Observability in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://lakshaws.medium.com/ci-cd-pipeline-for-dockerized-applications-f1003e821812:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030335.219409
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'lakshaws.medium.com: CI/CD Pipeline for Dockerized Applications'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering lakshaws.medium.com:
    CI/CD Pipeline for Dockerized Applications in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://lalatron.hashnode.dev/when-kubernetes-and-go-dont-work-well-together:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034509.794481
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "lalatron.hashnode.dev: When Kubernetes and Go don't work well together'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering lalatron.hashnode.dev:
    When Kubernetes and Go don't work well together' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://lalitchaturveditech.medium.com/optimize-java-performance-on-kubernetes-5f055d406ecf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031800.014214
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'lalitchaturveditech.medium.com: Optimize Java Performance On Kubernetes'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering lalitchaturveditech.medium.com:
    Optimize Java Performance On Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://lambda.grofers.com/evolving-cd-in-a-cloud-native-environment-bb64a38145ae:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033976.416842
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "lambda.grofers.com: Evolving Continuous Delivery in a Cloud-Native Environment'
    \U0001F31F"
  v1_locations:
  - docs/tekton.md
  v2_locations:
  - tekton.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering lambda.grofers.com:
    Evolving Continuous Delivery in a Cloud-Native Environment' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://lambda.grofers.com/learnings-from-two-years-of-kubernetes-in-production-b0ec21aa2814:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030285.268105
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'lambda.grofers.com: Learnings From Two Years of Kubernetes in Production'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering lambda.grofers.com:
    Learnings From Two Years of Kubernetes in Production in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://landing.google.com/sre:
  addition_method: manual
  content_hash: 20b5ae83fe9ad222ae24acce7caae29b353ea0deb65ce0aabb392d898d64006a
  description: ''
  health_score: 100.0
  last_checked: 1779034520.758685
  stars: 0
  status: online
  title: 'Google: What is Site Reliability Engineering (SRE)?'
  v1_locations:
  - docs/sre.md
  year: N/A
https://landing.gravitee.io/gravitee-edge-stack-unified-api-visibility-and-governance:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Clarifies the distinct purposes of labels (used for selecting, querying,
    and grouping resources) versus annotations (non-identifying metadata used by external
    tools and operators). Crucial for policy enforcement and API discovery.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Administration
  - Metadata Management
  - Annotations & Labels
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'getambassador.io: Kubernetes Annotations and Labels: What’s the Difference?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://landing.jobs/blog/how-does-remote-work-affect-your-salary:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736154.402205
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'landing.jobs: How does remote work affect your salary?'
  v1_locations:
  - docs/remote-tech-jobs.md
  v2_locations:
  - remote-tech-jobs.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering landing.jobs:
    How does remote work affect your salary? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://landing.llamaindex.ai/-webinar-parsebench:
  addition_method: automatic
  ai_summary: 'Curator Insight: ParseBench introduces a critical paradigm shift in
    document processing benchmarks, moving away from flat character recognition to
    multi-dimensional agent readiness evaluation.


    Live Grounding: Stratified into tables, charts, semantic formatting, content faithfulness,
    and visual grounding, this resource details how modern RAG and VLM-based parsers
    are benchmarked against 167,000+ test rules representing complex real-world enterprise
    documents.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: c3c120435b50cbb988822eca6e04018967d870249499bf2c550bbd9eefa11d46
  description: Educational webinar and resource landing page introducing ParseBench,
    an open-source evaluation benchmark with 167,000+ rules for verifying OCR and
    semantic document formatting.
  hierarchy:
  - Artificial Intelligence
  - RAG Pipeline
  - Document Parsing Evaluation
  is_microservice: false
  language: English
  last_checked: 1780352404.147729
  reputation_status: Vetted
  reputation_summary: Very well-regarded benchmark initiative sponsored by LlamaIndex,
    addressing key systemic failures in enterprise document parsing systems.
  resource_type: Webinar
  social_preview_url: https://landing.llamaindex.ai/hubfs/ParseBench-2%20(1).png
  source_provenance: X.com (llama_index)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  - GUIDE
  title: 'Inside ParseBench: Evaluating Document Parsing for AI Agents'
  year: '2026'
https://landscape.cncf.io:
  addition_method: manual
  content_hash: 867ee1c8588b23bacb879f098868d9ca8783ffe6cbdcad081f1bf814b6c40a7b
  description: ''
  health_score: 100.0
  last_checked: 1779030199.204535
  needs_ai_refresh: true
  stars: 0
  title: landscape.cncf.io
  v1_locations: []
  year: N/A
https://laravel-news.com/deploy-your-php-app-with-ansible-and-github-actions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates the integration of Ansible configuration playbooks within
    GitHub Actions pipelines. Explores automated key management, target server state
    validation, and secure deployment procedures for PHP and Laravel applications.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - Automation Tools
  - Ansible Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'laravel-news.com: Deploy your PHP Codebase with Ansible and GitHub Actions'
  addition_method: manual
  v2_locations:
  - git.md
https://laravel-news.com/generate-github-actions-config-for-laravel-projects-with-ghygen:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines Ghygen, a web-based, declarative config generator tailored
    to output optimal GitHub Actions pipelines for PHP and Laravel projects. Simplifies
    multi-version PHP matrix testing, database configurations, and asset compilation.
  language: PHP
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - GitHub Actions
  - Project Scaffolding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'laravel-news.com: Generate GitHub Actions Config for Laravel Projects with
    Ghygen'
  addition_method: manual
  v2_locations:
  - git.md
https://launchdarkly.com/blog/get-a-detailed-explanation-of-release-testing-several:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Conceptual breakdown of release testing paradigms within CI/CD pipelines.
    Distinguishes between deployment and release phases, illustrating how progressive
    delivery and feature flag architectures mitigate systemic runtime risks in production.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Testing
  - Release Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "launchdarkly.com: Release Testing Explained \U0001F31F"
  addition_method: manual
  v2_locations:
  - qa.md
https://layer5.io/service-mesh-landscape:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: An interactive tracker mapping out the diverse, evolving service mesh
    landscape. Managed by Layer5, it catalogues API compatibility, conformance standards,
    and architecture changes (e.g., sidecarless eBPF vs. sidecars) across all industry
    meshes.
  language: None
  resource_type: open-source-tool
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Landscape
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "layer5.io: The Service Mesh Landscape \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://leaddev.com/legacy-technical-debt-migrations/how-break-cycle-tech-debt:
  addition_method: manual
  content_hash: f60e0ee399e37a8df7c44a845d5bd29f41c70dcec1261b0657d15fd4bdd081d5
  description: ''
  health_score: 100.0
  last_checked: 1779032975.476585
  stars: 0
  status: online
  title: 'leaddev.com: How to break the cycle of tech debt'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://leaddev.com/technical-direction/how-break-cycle-tech-debt:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides engineering leadership strategies to break the endless loop
    of compounding legacy software issues. Outlines methods to negotiate refactoring
    cycles directly with product stakeholders using objective metrics.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Methodology
  - Engineering Leadership
  - Technical Debt
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'leaddev.com: How to break the cycle of tech debt'
  addition_method: manual
  v2_locations:
  - introduction.md
https://leanpub.com/kubernetes-101:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introductory technical book designed to bridge the knowledge gap
    for software developers transitioning to orchestrator-driven architectures. It
    breaks down critical components like Pods, Deployments, Services, and ingress
    resources, offering simple, step-by-step command patterns to build confidence
    with kubectl.
  language: English
  resource_type: Book
  complexity: Beginner
  hierarchy:
  - Training
  - Books
  - Beginner
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Kubernetes 101
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://leanpub.com/the-devops-2-6-toolkit:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A highly technical book outlining the implementation of automated, Kubernetes-native
    workflows using Jenkins X. Details advanced patterns using Helm, Tekton, and Prow,
    providing solid strategies for robust continuous delivery.
  language: English
  resource_type: Book
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - CI/CD Platforms
  - Kubernetes-Native CI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Book: The DevOps 2.6 Toolkit: Jenkins X'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://learn.cantrill.io:
  description: "- [github.com/acantril/learn-cantrill-io-labs](https://github.com/acantril/learn-cantrill-io-labs)\n
    \   - [linkedin.com/pulse: So, you think you're an associate level Solutions Architect?](https://www.linkedin.com/pulse/so-you-think-youre-associate-level-solutions-adrian-cantrill)"
  year: '2023'
  stars: 0
  ai_summary: Highly regarded AWS architecture and networking training platform created
    by Adrian Cantrill. Renowned for its focus on fundamental architecture principles,
    production-grade labs, and deep network configuration scenarios over rote exam
    memorization.
  language: English
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Cloud Computing
  - AWS
  - Certification Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "learn.cantrill.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - aws-training.md
https://learn.chef.io:
  addition_method: manual
  content_hash: c0feac698d6f59dfcd36aaa18720592714bfb2b00e4a732cccf4ee3cc5f6013a
  description: ''
  health_score: 100.0
  last_checked: 1779030868.860125
  stars: 0
  status: online
  title: learn.chef.io
  v1_locations:
  - docs/chef.md
  year: N/A
https://learn.crunchydata.com:
  addition_method: manual
  content_hash: 613066b29dbc8795858eb2f21951c57df758e9377e5b9a93bb7ef583a46655c8
  description: ''
  health_score: 100.0
  last_checked: 1779031720.15382
  stars: 0
  status: online
  title: "learn.crunchydata.com \U0001F31F"
  v1_locations:
  - docs/crunchydata.md
  - docs/elearning.md
  - docs/ocp4.md
  year: N/A
https://learn.gitkraken.com/courses/git-foundations:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735940.056355
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==learn.gitkraken.com/courses/git-foundations: Foundations of Git - Certification''
    Course | Enroll for free=='
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==learn.gitkraken.com/courses/git-foundations:
    Foundations of Git - Certification'' Course | Enroll for free== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://learn.hashicorp.com/collections/terraform/policy:
  addition_method: manual
  content_hash: 0995a301714d3bb51fc3a6f6aaa66d8ea3708675efed907fcdb5675cca5c2bc1
  description: ''
  health_score: 100.0
  last_checked: 1779033917.723868
  stars: 0
  status: online
  title: 'learn.hashicorp.com: Enforce Policy with Sentinel'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learn.hashicorp.com/collections/terraform/providers:
  addition_method: manual
  content_hash: 21ba4053791d2fa3df39fd26c1dc8d6fd261a6bbc565d64856003f9f94589940
  description: ''
  health_score: 100.0
  last_checked: 1779030534.614576
  stars: 0
  status: online
  title: "learn.hashicorp.com: Call APIs with Terraform Providers. Learn how to use'
    and create custom Terraform Providers in a new collection of tutorials on HashiCorp
    Learn \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learn.hashicorp.com/tutorials/consul/kubernetes-consul-design-patterns:
  addition_method: manual
  content_hash: a8c01a233c6c342749aeb5543a581ef78bd59c1c31b83cb58efff23656077ab6
  description: ''
  health_score: 100.0
  last_checked: 1779030952.278233
  stars: 0
  status: online
  title: 'learn.hashicorp.com: Consul Service Mesh on Kubernetes Design Patterns'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://learn.hashicorp.com/tutorials/consul/kubernetes-minikube?in=consul/kubernetes:
  addition_method: manual
  content_hash: 8ff624948a761d9bf9f221fa5f02a8b11724b5b0589f5a505905120e5e1f5dfb
  description: ''
  health_score: 100.0
  last_checked: 1779033081.973589
  stars: 0
  title: "learn.hashicorp.com: Consul Service Discovery and Mesh on Minikube \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://learn.hashicorp.com/tutorials/packer/aws-get-started-build-image:
  addition_method: manual
  content_hash: 3926b1e1b76712691ffef60e11479895a602c59537ccc443163aa3013c1f191d
  description: ''
  health_score: 100.0
  last_checked: 1779032167.208721
  stars: 0
  status: online
  title: 'learn.hashicorp.com: Write Packer template for AWS'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learn.hashicorp.com/tutorials/terraform/aws-default-tags:
  addition_method: manual
  content_hash: 8ad874a3ec7b2705ba459f37930fca241f6f12105af73afee0071f1711710269
  description: ''
  health_score: 100.0
  last_checked: 1779030720.935167
  stars: 0
  status: online
  title: "learn.hashicorp.com: Configure Default Tags for AWS Resources \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learn.hashicorp.com/tutorials/terraform/cloud-agents:
  addition_method: manual
  content_hash: 7149d48df789910c3a59a925bad36f490888add90535e2f476ba0f144565c60d
  description: ''
  health_score: 100.0
  last_checked: 1779034580.386552
  stars: 0
  status: online
  title: 'learn.hashicorp.com: Manage Private Environments with Terraform Cloud Agents'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learn.hashicorp.com/tutorials/terraform/github-actions:
  addition_method: manual
  content_hash: df226dd3f4751fd9c9044b81374139bed02a0aa7ece1196fa2c983f67ef84e48
  description: ''
  health_score: 100.0
  last_checked: 1779030300.128298
  stars: 0
  status: online
  title: 'learn.hashicorp.com: Automate Terraform with GitHub Actions'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learn.hashicorp.com/tutorials/terraform/infrastructure-as-code:
  addition_method: manual
  content_hash: 4d12ef0781cff15f08772d31f2c862acab031fc004e03e3ef8d9c483964f721b
  description: ''
  health_score: 100.0
  last_checked: 1779029678.949589
  stars: 0
  status: online
  title: "learn.hashicorp.com: What is Infrastructure as Code with Terraform? \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learn.hashicorp.com/tutorials/terraform/lambda-api-gateway:
  addition_method: manual
  content_hash: 20915fa98916eb62578220408b36870e4c2a0fc52fde52cc0fb47114f0f3e611
  description: ''
  health_score: 100.0
  last_checked: 1779033591.901845
  stars: 0
  status: online
  title: "learn.hashicorp.com: y Serverless Applications with AWS Lambda and API Gateway'
    \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learn.hashicorp.com/tutorials/terraform/multicloud-kubernetes:
  addition_method: manual
  content_hash: 0814a9f12cb6adfeeba336fbaedbf33ec2099429cfc90aea1e26f348271960f5
  description: ''
  health_score: 100.0
  last_checked: 1779033570.611239
  stars: 0
  status: online
  title: '==learn.hashicorp.com: Deploy Federated Multi-Cloud Kubernetes Clusters=='
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learn.hashicorp.com/tutorials/vault/codify-mgmt-enterprise:
  addition_method: manual
  content_hash: 295d7d80cb661366a9b1397f1e9f50fa14fe58a8a455bd0eefff53da76892af6
  description: ''
  health_score: 100.0
  last_checked: 1779034350.070492
  stars: 0
  status: online
  title: 'learn.hashicorp.com: Codify Management of Vault Enterprise Using Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learn.hashicorp.com/tutorials/vault/kubernetes-external-vault:
  addition_method: manual
  content_hash: 4c219a378c1a10b2bb90ffd546ef63c06db335ad3586a1b7ec7c2ee23d4dd8d1
  description: ''
  health_score: 100.0
  last_checked: 1779031694.933622
  stars: 0
  status: online
  title: "learn.hashicorp.com: Integrate a Kubernetes Cluster with an External Vault'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://learn.hashicorp.com/tutorials/waypoint/gitops-helm-deployment:
  addition_method: manual
  content_hash: 3b1f6c77070abbc029997d7b1277427519a7cb3bc16b58aeb225db5e726efe28
  description: ''
  health_score: 100.0
  last_checked: 1779032334.305895
  stars: 0
  status: online
  title: '==learn.hashicorp.com: Deploy a Helm-based application automatically with''
    GitOps=='
  v1_locations:
  - docs/helm.md
  year: N/A
https://learn.iterative.ai:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034250.046105
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'learn.iterative.ai: Iterative Tools for Data Scientists & Analysts'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering learn.iterative.ai:
    Iterative Tools for Data Scientists & Analysts in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/azure-best-practices/resource-naming:
  addition_method: manual
  content_hash: b49c8b216c0498013e0ce20ef25fee8be5fa25551641778fc48100afd3f79b4e
  health_score: 100.0
  last_checked: 1779130495.031
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/landing-zone/implementation-options:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Microsoft's Cloud Adoption Framework (CAF) roadmap evaluating landing
    zone platform deployment options. Evaluates differences between Portal, Bicep,
    and Terraform implementations, outlining trade-offs in velocity, maintenance overhead,
    and custom extensibility.
  language: English
  resource_type: Architecture Guide
  complexity: Intermediate
  hierarchy:
  - Governance & Management
  - Enterprise Governance
  - Landing Zones
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'Azure Cloud Adoption Framework: Platform Landing Zone Implementation Options'
  addition_method: manual
  v2_locations:
  - iac.md
  - azure.md
https://learn.microsoft.com/en-gb/azure/devops/pipelines/?view=azure-devops:
  addition_method: manual
  content_hash: 4901ce7350330ba7a0198188075f943db0ca766595ebe04a64571dc8828ec8fd
  health_score: 100.0
  last_checked: 1779130494.963779
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-gb/azure/devops/pipelines/build/ci-build-git?view=azure-devops:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official Microsoft learning path focusing on declaring Azure Pipelines
    build logic using YAML configurations. Covers caching mechanisms, parallel task
    execution strategies, and code analysis plugin integrations.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps & CI/CD
  - Azure DevOps
  - YAML Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: Create a build pipeline with Azure Pipelines'
  addition_method: manual
  v2_locations:
  - demos.md
https://learn.microsoft.com/en-gb/training/browse:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official learning track for developers targeting modern containerized
    deployment patterns inside Azure DevOps environments. Covers automated quality
    assurance and CI configurations.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - CI/CD Pipelines
  - Training
  - Azure DevOps Paths
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: Build applications with Azure DevOps (Learning Path)'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Comprehensive training and API library directory for Microsoft's cloud
    catalog, supporting deep software development, compliance auditing, and automation
    setups.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native Platforms
  - Cloud Documentation
  - Core Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Microsoft Docs
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/appcenter:
  addition_method: manual
  last_checked: 1779388611.390502
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/appcenter/build/choose-between-services:
  addition_method: manual
  content_hash: abd3b9064b72f8f040c4c80b9bf495d472963227e758e8f9912679a9779db866
  health_score: 64.0
  last_checked: 1779130494.92168
  v1_locations:
  - docs/azure.md
https://learn.microsoft.com/en-us/azure:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Dedicated documentation library covering all Microsoft Azure services,
    including SDKs, CLI templates, ARM references, and architectural designs.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native Platforms
  - Azure
  - Dedicated Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Azure Docs
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/active-directory/reports-monitoring/overview-recommendations:
  addition_method: manual
  content_hash: 6d4e184ba160017be6a66cea997f05f57b1b88d8c6103f770fa74f5c83b9a2ea
  description: ''
  health_score: 100.0
  last_checked: 1779031900.805769
  stars: 0
  status: online
  title: "==learn.microsoft.com: What are Azure Active Directory recommendations?=='
    \U0001F31F\U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://learn.microsoft.com/en-us/azure/active-directory/roles/custom-available-permissions:
  addition_method: manual
  content_hash: b4317099f343f65bab45c2b810068b9a02038ae69d13a768da31447372bddbf5
  description: ''
  health_score: 100.0
  last_checked: 1779029270.376211
  stars: 0
  status: online
  title: 'learn.microsoft.com: Application registration permissions for custom roles''
    in Azure Active Directory'
  v1_locations:
  - docs/azure.md
  year: N/A
https://learn.microsoft.com/en-us/azure/advisor/advisor-assessments:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official guide on deploying automated and self-guided Well-Architected
    Framework (WAF) assessments within the Azure Advisor suite. The system reviews
    resource configurations against baseline performance, security, and reliability
    metrics. This helps technical leads operationalize structural health evaluations
    across broad enterprise environments.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Frameworks
  - WAF Assessments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Use Azure WAF assessments'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/aks/cluster-autoscaler:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Reference guide for deploying and configuring the managed Cluster Autoscaler
    within Azure Kubernetes Service (AKS). Leverages Azure Virtual Machine Scale Sets
    (VMSS) to automatically provision or deprovision node capacity in response to
    application pod requirements.
  language: Go
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Cluster Autoscaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Azure: AKS Cluster Autoscaler'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: In-depth technical configuration specifications for implementing the
    high-performance Azure CNI plugin on AKS clusters. Analyzes structural routing
    paths, IP allocation dynamics, and integration configurations.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Networking
  - Azure CNI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: Configure Azure CNI networking in Azure Kubernetes Service
    (AKS)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/azure/aks/configure-dual-stack:
  addition_method: manual
  ai_summary: Official guidelines detailing dual-stack (IPv4/IPv6) kubenet cluster
    creation on AKS. Outlines address planning, routing considerations, and target
    egress traffic controls. Essential pattern for bypassing IPv4 address exhaustion
    constraints in large enterprises.
  complexity: Advanced
  description: ''
  hierarchy:
  - Cloud Providers
  - Azure
  - Networking
  is_microservice: false
  language: English
  resource_type: documentation
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docs.microsoft.com: Use dual-stack (IPv4 and IPv6) kubenet networking in
    Azure Kubernetes Service (AKS) (Preview)'
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: '2024'
  last_checked: 1781736078.212926
https://learn.microsoft.com/en-us/azure/aks/configure-kubenet:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Comprehensive configuration guide describing how to implement Kubenet
    networking in AKS using optimized, restricted IP boundaries. Balances IP consumption
    limitations with operational simplicity.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Networking
  - Kubenet Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "docs.microsoft.com: Use kubenet networking with your own IP address ranges
    in Azure Kubernetes Service (AKS) \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/azure/aks/entra-id-control-plane-authentication:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Guides engineers in utilizing integrated Microsoft Entra ID (formerly
    Azure AD) to control access to AKS cluster operations via RBAC mappings and active
    identity directory validation.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Security & Identity
  - Entra ID Auth
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: AKS-managed Azure Active Directory integration'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/azure/aks/monitor-aks:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Explains how to monitor managed AKS control plane metrics using the
    Prometheus-compatible Azure Monitor Workspace. Surfacing vital indicators like
    API server latency, workqueue depth, and etcd operations, this feature enables
    SRE teams to identify cluster orchestration bottlenecks and validate control plane
    scalability during massive pod churn events.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Monitor Azure Kubernetes Service (AKS) control plane
    metrics (preview)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/azure/aks/monitor-control-plane-metrics:
  addition_method: manual
  content_hash: 8d9a2ec23e33d0e511ab4b0539f3b73a5d066b7a7631e09377ad06986c298035
  description: ''
  health_score: 100.0
  last_checked: 1779034392.090733
  stars: 0
  status: online
  title: '==learn.microsoft.com: Monitor Azure Kubernetes Service (AKS) control plane''
    metrics (preview)=='
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-isolation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides official architectural best practices regarding logical and
    physical multi-tenant isolation in AKS. Details utilizing network policies, namespaces,
    and Kubernetes RBAC. A crucial resource for enterprise operators planning multi-team
    cluster sharing models.
  language: YAML/Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - Cluster Security
  - Multi-Tenancy Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: Best practices for cluster isolation in Azure Kubernetes
    Service (AKS)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/azure/aks/rdp:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explains the official configuration workflows to safely establish RDP
    (Remote Desktop Protocol) connections into AKS Windows Server nodes. Facilitates
    deep system-level maintenance, networking diagnostics, and container execution
    debugging.
  language: Bash
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Operations & Troubleshooting
  - Diagnostic Analysis
  - Windows RDP Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Connect with RDP to Azure Kubernetes Service (AKS)
    cluster Windows Server nodes for maintenance or troubleshooting'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/azure/aks/start-stop-nodepools:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An official Microsoft technical guide documenting native start/stop
    capabilities inside AKS user node pools. Simplifies operational management by
    shutting down scaling instances to minimize computing costs during inactive schedules.
  language: Bash
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Operations & Troubleshooting
  - Resource Management
  - Node Pools Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "docs.microsoft.com: Start and stop an Azure Kubernetes Service (AKS) node
    pool \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/azure/api-management/api-management-howto-mutual-certificates-for-clients:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official documentation for implementing mutual TLS (mTLS) configurations
    between Azure API Management (APIM) and backend AKS services. Includes certificate
    exchange setups, ingress controller enforcement (such as NGINX), and identity
    validation processes. Necessary blueprinting for highly compliant systems such
    as open-banking and healthcare APIs.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'learn.microsoft.com: Deploy AKS and API Management with mTLS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/azure/app-service/configure-custom-container:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Technical reference for deploying custom Docker and OCI-compliant containers
    to Azure App Service (Web App for Containers). It covers crucial configurations,
    such as persistent storage mounts, multi-container deployments via Compose, and
    custom startup commands. Utilizing custom containers allows engineering teams
    to standardized packaging across local environments, AKS, and App Service.
  language: Docker
  resource_type: Official Reference
  complexity: Intermediate
  hierarchy:
  - Cloud Application Platforms
  - Azure App Service
  - Custom Containers
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'learn.microsoft.com: Configure a custom container for Azure App Service'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/app-service/configure-language-java:
  addition_method: manual
  content_hash: 22e9a854afad3b5c8db9069b3416962ab4c3738ca9f2b7095b4ac8180812f2fb
  description: ''
  health_score: 100.0
  last_checked: 1779031455.940013
  stars: 0
  status: online
  title: 'learn.microsoft.com: Configure a Java app for Azure App Service'
  v1_locations:
  - docs/azure.md
  year: N/A
https://learn.microsoft.com/en-us/azure/app-service/configure-language-java-deploy-run:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Comprehensive documentation detailing JVM optimization, logging integration,
    and web container (Tomcat/JBoss) tuning within Azure App Service. It guides engineers
    through profiling settings, customizing JAR/WAR deployments, and configuring APM
    agent connections. This resource is essential for running enterprise-grade Java
    microservices with high throughput and low cold-start latency.
  language: Java
  resource_type: Official Reference
  complexity: Intermediate
  hierarchy:
  - Cloud Application Platforms
  - Azure App Service
  - Java Runtime Configurations
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'learn.microsoft.com: Configure a Java app for Azure App Service'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/app-service/reference-app-settings:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Official reference detailing how App Settings and Connection Strings
    map directly to environment variables at container execution time. It covers critical
    security aspects, including referencing Key Vault secrets natively to prevent
    plaintext credential leaks in code. This configuration framework forms the architectural
    baseline for deploying portable, 12-factor cloud-native applications.
  language: N/A
  resource_type: Official Reference
  complexity: Beginner
  hierarchy:
  - Cloud Application Platforms
  - Azure App Service
  - App Service Configuration
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'learn.microsoft.com: Environment variables and app settings in Azure App
    Service'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/app-testing:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Azure's managed load testing service that lets developers generate high-scale
    load using existing Apache JMeter scripts. Synthesizing live cloud updates, it
    integrates seamlessly with Azure Monitor to provide end-to-end insights from client-side
    response times to server-side resource bottlenecks, aiding rapid optimization.
  language: N/A
  resource_type: SaaS
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Azure
  - Testing Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: Azure Load Testing'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/mlops-maturity-model:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Detail-rich architectural framework defining the five levels of MLOps
    organizational maturity. Translates nebulous operational tasks into concrete capabilities
    encompassing model versioning, automated deployments, feature stores, drift alerts,
    and cross-functional continuous feedback loops.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - MLOps
  - Governance
  - Maturity Models
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "learn.microsoft.com: Machine Learning operations maturity model \U0001F31F"
  addition_method: manual
  v2_locations:
  - mlops.md
https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agic:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: This official reference architecture outlines deployment scenarios for
    using AGIC within multi-tenant AKS cluster designs. It synthesizes strategies
    for shared vs. dedicated Application Gateways, details path-based and host-based
    microservices routing, and outlines how to securely terminate TLS while enforcing
    Web Application Firewall (WAF) rule sets at the perimeter.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Multi-Tenancy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'learn.microsoft.com: Use Application Gateway Ingress Controller (AGIC) with
    a multitenant Azure Kubernetes Service'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/azure/architecture/guide/azure-sandbox/azure-sandbox:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A highly structured framework for rapidly spinning up isolated, secure
    development environments (sandboxes) on Azure. The architecture features pre-configured
    networking, automated lifecycle policies to prevent cost overrun, and mock workloads.
    It is perfect for developers to safely test cloud-native architectures and PoCs.
  language: Bicep
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Sandbox Environments
  - Development Environments
  - Azure Sandbox
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Azure Sandbox
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/mission-critical-app-service:
  addition_method: manual
  content_hash: c8e66430bd670b87e62b7d2efadb6a451f2ab07fdb9ca0885983ed0e15e0f445
  description: ''
  health_score: 100.0
  last_checked: 1779032700.303209
  stars: 0
  status: online
  title: Enterprise Web App Patterns - Azure Architecture Center
  v1_locations:
  - docs/azure.md
  - docs/cloud-arch-diagrams.md
  - docs/introduction.md
  year: N/A
https://learn.microsoft.com/en-us/azure/architecture/guide/security/conditional-access-architecture:
  addition_method: manual
  content_hash: c28cd3d3a1c055ab47419e3d4490b4366f5707a9c36eca1bb2b8c31ca75e094e
  description: ''
  health_score: 100.0
  last_checked: 1779030367.597621
  stars: 0
  status: online
  title: 'learn.microsoft.com: Conditional Access architecture and personas'
  v1_locations:
  - docs/azure.md
  year: N/A
https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/compute-decision-tree:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Canonical Microsoft decision-tree architecture for selecting compute
    models. Systematically evaluates parameters like container orchestration requirements,
    VM control limits, serverless scale-to-zero capabilities, and hybrid infrastructure
    integrations to guide architects toward Virtual Machines, AKS, App Services, or
    Container Apps.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - Compute & Containers
  - Architecture Design
  - Decision Matrices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "learn.microsoft.com: Choose an Azure compute service \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/load-balancing-overview:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official technical decision matrix mapping selection logic for Azure
    load-balancing technologies. Systematically contrasts global DNS/anycast layers
    (Front Door, Traffic Manager) with regional layer-4 and layer-7 controllers (Application
    Gateway, Azure Load Balancer).
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Networking
  - Traffic Management
  - Load Balancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: Understand Azure Load Balancing. Decision tree for load
    balancing in Azure'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/architecture/icons:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Microsoft's official repository of Azure resource icons curated to help
    technical architects build compliant and standard system architectures. Perfect
    for structuring visual documentation in accordance with the Microsoft Cloud Adoption
    Framework.
  language: None
  resource_type: Asset Pack
  complexity: Beginner
  hierarchy:
  - Architecture & Visualization
  - Design Assets
  - Azure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Azure Architecture Icons
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://learn.microsoft.com/en-us/azure/architecture/landing-zones/subscription-vending:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Automated governance framework detailing Azure Subscription Vending
    models. Outlines how to programmatically create subscription structures incorporating
    secure routing, virtual network configurations, policies, and role-based access
    management.
  language: Bicep
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure & Orchestration
  - Public Cloud Administration
  - Azure Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Subscription Vending Implementation Guidance
  addition_method: manual
  v2_locations:
  - iac.md
  - azure.md
  - cloud-asset-inventory.md
https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The foundational blueprint for Azure Hub-and-Spoke network design patterns.
    This guide details how to centralize shared infrastructure services—such as firewalls,
    DNS, and ExpressRoute gateways—within a hub VNet, while separating distinct microservice
    workloads into isolated spoke VNets.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Azure Networking
  - Network Topology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Hub-Spoke Network Topology in Azure - Azure Architecture Center
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
  - azure.md
https://learn.microsoft.com/en-us/azure/architecture/patterns:
  addition_method: manual
  content_hash: af5c5c8363e7869c762e97d2f0aa483f6aa2316650f1a42a28114ffd327669b4
  health_score: 100.0
  last_checked: 1779130494.978337
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Architectural design guide detailing enterprise container patterns for
    deploying robust, scalable, and secure microservices architectures natively inside
    Azure Kubernetes Service.
  language: N/A
  resource_type: Architectural Blueprint
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Microservices Design
  - Production Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "docs.microsoft.com: Microservices architecture on Azure Kubernetes Service
    (AKS) \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
? https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-intro
: description: ''
  year: '2025'
  stars: 0
  ai_summary: Official reference architecture blueprint for deploying highly reliable,
    multi-region containerized workloads on Azure Kubernetes Service (AKS). Integrates
    active-active clustering, zero-downtime routing architectures, and strict self-healing
    protocols.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Architecture
  - Container Orchestration
  - AKS Mission Critical
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'learn.microsoft.com: Mission-critical baseline architecture on Azure'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks/baseline-aks:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The official Azure Well-Architected Framework baseline architecture
    for establishing a highly secure, private, and resilient AKS cluster. Focuses
    on network isolation, hub-spoke topology, and enterprise integration.
  language: N/A
  resource_type: Architectural Specification
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Architecture Baseline
  - Secure Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "docs.microsoft.com: Baseline architecture for an Azure Kubernetes Service
    (AKS) cluster \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/dev-test-microservice:
  addition_method: manual
  content_hash: aa552fe9b3c05c822b96eab7ec924002e97e9f8cdc7b7576eb7a334db6296db8
  description: ''
  health_score: 100.0
  last_checked: 1779033782.112364
  stars: 0
  status: online
  title: 'learn.microsoft.com: DevTest and DevOps for microservice solutions'
  v1_locations:
  - docs/azure.md
  year: N/A
https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/mutual-tls-deploy-aks-api-management:
  addition_method: manual
  content_hash: 0ee8cedf9b6dd73f82709ad8cb6e57a401b2c6728caae3ada61ebbd8c4d2b4c2
  description: ''
  health_score: 100.0
  last_checked: 1779030299.952224
  stars: 0
  status: online
  title: 'learn.microsoft.com: Deploy AKS and API Management with mTLS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/overview:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Production-proven patterns and implementation pathways from the Azure
    Architecture Center. Establishes migration guidelines for modernizing monolithic
    applications into elastic web architectures.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Web Applications
  - Enterprise Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Enterprise Web App Patterns - Azure Architecture Center
  addition_method: manual
  v2_locations:
  - introduction.md
  - azure.md
  - cloud-arch-diagrams.md
https://learn.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-flux2:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Microsoft's guide to deploying enterprise multi-cluster configurations
    using Azure Arc integrated with Flux v2 GitOps extensions. Enables unified policy-driven
    application deployment across hybrid cloud estates.
  language: None
  resource_type: Documentation
  complexity: High
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'docs.microsoft.com: Configurations and GitOps with Azure Arc enabled Kubernetes'
  addition_method: manual
  v2_locations:
  - flux.md
https://learn.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-flux2-ci-cd:
  addition_method: manual
  content_hash: 427d10ef9d0ee11880118ef321862a4e8826494afd5f3662253c8bc181b42884
  health_score: 100.0
  last_checked: 1779130495.01631
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/azure/azure-functions/durable/durable-functions-configure-durable-functions-with-credentials:
  addition_method: manual
  content_hash: 89438d0ddae87b37703a395dee9e40c2fd8ef36f19d8f37a3e343edffe2b1b6f
  health_score: 100.0
  last_checked: 1779032180.127583
  v1_locations:
  - docs/azure.md
https://learn.microsoft.com/en-us/azure/azure-resource-manager/management/azure-subscription-service-limits:
  description: '- [learn.microsoft.com: Azure Active Directory limits](https://learn.microsoft.com/en-us/azure/azure-resource-manager/management/azure-subscription-service-limits#azure-active-directory-limits)'
  year: '2024'
  stars: 4
  ai_summary: A comprehensive catalog of Azure service limits, performance quotas,
    and resource constraints. Modern platform architects in 2026 actively reference
    this guide to design resilient, multi-region setups, ensuring applications are
    built to operate well within subscription and API limits.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure & Platform
  - Tenant Governance
  - Subscription Architecture
  - Quotas & Service Limits
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Azure subscription and service limits, quotas, and
    constraints'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/azure-resource-manager/templates/template-specs:
  addition_method: manual
  content_hash: 8476366869674ac15a5e78d1c948f2f6cc2ad743c4f1ff5df8df95f49febd77a
  health_score: 100.0
  last_checked: 1779130494.982678
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-overview:
  addition_method: manual
  content_hash: 1dd4fbc164ec5449dacce11c89d3c48efcf886623e2f28dc13e57212d1c60865
  health_score: 100.0
  last_checked: 1779130495.015166
  v1_locations:
  - docs/chaos-engineering.md
https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/manage/monitor:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: 'Microsoft''s official framework for implementing enterprise-wide monitoring
    strategies across Azure subscription models. It details Azure Monitor integrations,
    Log Analytics configurations, and service-level baseline configurations. Curator
    Insight: Strategic enterprise adoption guide. Live Grounding: Focuses heavily
    on mapping technical telemetry directly to business outcomes and platform compliance
    frameworks.'
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Governance
  - Azure
  - Cloud Adoption Framework
  - Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Monitor your Azure cloud estate - Cloud Adoption Framework
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
  - azure.md
https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/overview:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The Microsoft Cloud Adoption Framework (CAF) for Azure provides a comprehensive
    structured methodology for shifting enterprise workloads to the cloud. It spans
    strategy, planning, readiness, adoption, governance, and management phases. Architects
    utilize CAF to align business strategy with technical execution, implementing
    baseline policies and landing zones that satisfy long-term security and operational
    requirements.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Governance
  - Frameworks
  - Cloud Adoption Framework (CAF)
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: What is the Microsoft Cloud Adoption Framework for
    Azure?'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterprise-scale/transition:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Architectural migration playbook addressing transitioning legacy cloud
    setups to formal Microsoft Azure Landing Zones. Covers organizational tier hierarchies,
    network architectures, and systemic governance patterns.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure & Orchestration
  - Public Cloud Administration
  - Azure Architecture
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Transitioning an Existing Azure Environment to the Azure Landing Zone Reference
    Architecture
  addition_method: manual
  v2_locations:
  - iac.md
  - azure.md
  - cloud-asset-inventory.md
https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/landing-zone-accelerator:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The definitive AKS Landing Zone Accelerator framework aligned with the
    Microsoft Cloud Adoption Framework (CAF). Provides production-ready templates
    and structural guidelines covering networking topologies (hub-and-spoke), subscription
    governance, unified identity management, and default security baselines. This
    reference is crucial for bootstrapping compliant, enterprise-grade managed Kubernetes
    environments.
  language: HCL
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Enterprise Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: AKS landing zone accelerator'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/azure/container-apps:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Architectural reference documentation illustrating Spring microservice
    deployment strategies on Azure Container Apps (ACA). Compares managed Spring Cloud
    components with raw container configurations.
  language: Markdown
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud-Native Applications
  - Java Microservices
  - Azure Container Apps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'docs.microsoft.com: Deploy Spring microservices to Azure'
  addition_method: manual
  v2_locations:
  - demos.md
https://learn.microsoft.com/en-us/azure/cost-management-billing/costs/view-kubernetes-costs:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Official technical documentation on AKS-native cost views inside Azure
    Cost Management. Demonstrates how to configure cluster-level cost allocation,
    tracking pod resource requests, namespaces, and system services in multi-tenant
    pools.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Kubernetes FinOps
  - AKS Cost Allocation
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'https://learn.microsoft.com: View Kubernetes costs (AKS)'
  addition_method: manual
  v2_locations:
  - finops.md
https://learn.microsoft.com/en-us/azure/defender-for-cloud/defender-for-container-registries-introduction:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Authoritative guide on using Microsoft Defender for Container Registries
    (now Microsoft Defender for Cloud). Explains how push events to Azure Container
    Registry trigger automated vulnerability and configuration scans, validating the
    underlying OS-level packages.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security
  - Cloud Security
  - Microsoft Defender for Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: Introduction to Azure Defender for container registries'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://learn.microsoft.com/en-us/azure/defender-for-cloud/iac-vulnerabilities:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An authoritative guide on detecting security vulnerabilities and architectural
    drifts in ARM, Terraform, and Bicep configurations within Defender for Cloud.
    Focuses on shift-left security implementation within CI/CD pipelines to block
    insecure resources prior to deployment.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Security
  - DevSecOps
  - IaC Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Discover misconfigurations in Infrastructure as Code
    (IaC)'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/developer/java/ee/jboss-eap-on-aro:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Vetted deployment patterns for running clustered JBoss Enterprise Application
    Platform (EAP) workloads directly on Azure Red Hat OpenShift (ARO). Explains state
    replication, database persistence, and network topology translation. It represents
    a vital migration playbook for enterprise Java EE workloads moving to cloud-native
    platforms.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Managed Services
  - JBoss & Java EE
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "docs.microsoft.com: JBoss deployment with Red Hat on Azure \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift.md
https://learn.microsoft.com/en-us/azure/developer/java/migration/migration-overview:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Microsoft’s official migration matrix for containerizing and deploying
    Java workloads on Azure. Evaluates migration paths for Tomcat, JBoss EAP, WebLogic,
    and Spring Boot to hosting targets such as Azure App Service, Azure Container
    Apps, and AKS. Includes assessments for dependency management and database connection
    pooling.
  language: English
  resource_type: Migration Guide
  complexity: Advanced
  hierarchy:
  - Architecture & Microservices
  - Migration Guides
  - Java Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "learn.microsoft.com: Migrate Java applications to Azure \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/developer/terraform/azure-export-for-terraform/export-advanced-scenarios:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An operations playbook dealing with complex scenarios when running `aztfexport`.
    Focuses on large resource counts, Custom Mapping files, bulk imports, and resolving
    complex API dependency graphs safely.
  language: Go
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Azure
  - IaC
  - Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Using Azure Export for Terraform in advanced scenarios'
  addition_method: manual
  v2_locations:
  - terraform.md
https://learn.microsoft.com/en-us/azure/developer/terraform/azure-export-for-terraform/export-terraform-overview:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official Microsoft documentation for importing cloud resources with
    `aztfexport`. Offers step-by-step guidance on scanning target environments, planning
    state alignment, and resolving common resource parsing errors.
  language: Go
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Azure
  - IaC
  - Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Overview of Azure Export for Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://learn.microsoft.com/en-us/azure/devops/demo-gen/use-demo-generator-v2?view=azure-devops:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official Microsoft learning guide outlining the usage patterns of the
    Demo Generator v2 platform. Focuses on setting up pre-populated source code repos,
    agile work boards, and deployment pipelines.
  language: Markdown
  resource_type: Documentation
  complexity: Basic
  hierarchy:
  - DevOps & CI/CD
  - Azure DevOps
  - Onboarding Engine
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Get started creating and populating demo Azure DevOps Services projects
  addition_method: manual
  v2_locations:
  - demos.md
https://learn.microsoft.com/en-us/azure/devops/managed-devops-pools:
  addition_method: manual
  content_hash: f8f3e544c51bd29d7b6ea042083de12908d98b4e05376924221d94807ce665b3
  description: ''
  health_score: 100.0
  last_checked: 1779031023.752872
  stars: 0
  status: online
  title: 'learn.microsoft.com: Managed DevOps Pools documentation'
  v1_locations:
  - docs/azure.md
  year: N/A
https://learn.microsoft.com/en-us/azure/devops/managed-devops-pools/?view=azure-devops:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Official Microsoft guide for Managed DevOps Pools, allowing platform
    engineering teams to deploy Microsoft-managed pipeline agents within virtual networks.
    In 2026, this capability is the enterprise-stable standard. It reduces cold-start
    latency, implements strict network isolation, and minimizes the maintenance overhead
    of self-hosted scale sets.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud DevOps
  - Platform Engineering
  - Infrastructure Execution
  - Managed DevOps Pools
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Managed DevOps Pools documentation'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/devops/pipelines/process/templates:
  addition_method: manual
  content_hash: 2056713b6e113900ced2768e20013e02707e196247bf846e4f02f110103453af
  description: ''
  health_score: 100.0
  last_checked: 1779033579.418402
  stars: 0
  status: online
  title: "==learn.microsoft.com: Azure DevOps Templates - Template types & usage=='
    \U0001F31F\U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://learn.microsoft.com/en-us/azure/devops/pipelines/process/templates?view=azure-devops:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Official Microsoft documentation outlining the structural types and
    configuration paradigms of Azure DevOps templates. Utilizing YAML templates with
    runtime parameters and compile-time expressions is the de facto standard in 2026.
    This approach allows enterprise organizations to centralize pipeline logic and
    enforce compliance across hundreds of microservices.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud DevOps
  - CI-CD Pipelines
  - YAML Templating and Reusability
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "learn.microsoft.com: Azure DevOps Templates - Template types & usage \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/devops/pipelines/yaml-schema/pipeline?view=azure-pipelines:
  addition_method: manual
  content_hash: 57699229d015e3333182e37ec039e29a709dc234a4313e20259d3bc3bebd056c
  health_score: 100.0
  last_checked: 1779130494.984751
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/azure/devtest-labs:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official framework documentation detailing the integration of Azure
    DevTest Labs with modern DevOps pipelines. Focuses on setting up elastic testing
    environments and managing resource consumption patterns.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - DevOps Platforms
  - DevTest Labs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'learn.microsoft.com: DevTest and DevOps for microservice solutions'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/dns/dns-private-resolver-overview:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Defines Azure DNS Private Resolver, a fully-managed service enabling
    secure, cross-premises DNS resolution. Facilitates simplified querying between
    on-premises environments and Virtual Networks without self-managed virtual machine
    DNS servers.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Network & Delivery
  - DNS Resolution
  - Private DNS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: What is Azure DNS Private Resolver?'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/healthcare-apis/dicom:
  description: "- [github.com/microsoft/dicom-server](https://github.com/microsoft/dicom-server)
    OSS Implementation of DICOMweb standard\n    - [github.com/microsoft/fhir-server](https://github.com/microsoft/fhir-server)
    A service that implements the FHIR standard"
  year: '2025'
  stars: 0
  ai_summary: Azure's managed DICOMweb-compliant API designed for scalable medical
    imaging storage, access, and ingestion. Includes architectural links to OSS DICOM
    and FHIR server implementations for robust healthcare interoperability.
  language: C#
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Healthcare IT
  - Medical Imaging
  - Azure Healthcare APIs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Microsoft - DICOM Service
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/key-vault/general/overview:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Authoritative documentation for Azure Key Vault (AKV). Covers HSM-backed
    storage mechanisms, encryption key hierarchies, certificate generation, and strict
    RBAC controls. Forms the technical foundation for integrating managed cloud assets
    securely with application layer dependencies.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - Cloud Native KMS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: Azure Key Vault'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://learn.microsoft.com/en-us/azure/machine-learning/concept-mlflow?view=azureml-api-2:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Detailed technical guide illustrating the native integration between
    MLflow APIs and Azure Machine Learning workspaces. Explains how developers can
    track local experiments directly to Azure ML cloud runs and publish models to
    Azure managed registries without rewriting legacy MLflow scripts.
  language: Python
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Platforms
  - Azure
  - MLflow
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: MLflow and Azure Machine Learning'
  addition_method: manual
  v2_locations:
  - mlops.md
https://learn.microsoft.com/en-us/azure/private-link/network-security-perimeter-concepts:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An official conceptual reference for Azure Network Security Perimeters
    (NSP). This architecture allows enterprises to group PaaS resources—such as Azure
    Key Vault and Storage—and enforce access boundaries based on network identity,
    preventing data exfiltration and streamlining complex subnet-based network isolation
    policies.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Azure Networking
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Azure Network Security Perimeter Concepts
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/role-based-access-control/built-in-roles:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: The master catalog of pre-configured Azure RBAC roles (such as Contributor,
    Reader, and Key Vault Secrets Officer). It is a vital everyday reference catalog
    in 2026 for designing tight access rules, preventing excess privilege allocation
    before custom role creation.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Identity & Access
  - Cloud Security
  - RBAC
  - Built-In Roles
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "learn.microsoft.com/en-us: Azure built-in roles \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/role-based-access-control/rbac-and-directory-admin-roles:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Microsoft documentation explaining the structural differences between
    legacy administrator roles, fine-grained Azure RBAC roles, and Entra ID tenant
    roles. 2026 security compliance models mandate strict separation of these access
    scopes, advising platform architects to avoid using broad, co-administrator roles.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Identity & Access
  - Cloud Security
  - RBAC
  - Subscription Administration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Classic subscription administrator roles, Azure roles,
    and Azure AD roles'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/security/fundamentals/network-overview:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Comprehensive structural baseline for cloud perimeter security, private
    links, virtual firewalls, and application gateways. Forms the backbone of Azure's
    architectural recommendations for implementing defense-in-depth security.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Network & Delivery
  - Network Security
  - Architecture Baselines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Azure network security overview'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/traffic-manager:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official documentation for Azure Traffic Manager, a DNS-based traffic
    load balancer. Highlights performance-based routing, geographic routing configurations,
    and seamless service failover strategies for global-scale cloud architectures.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Network & Delivery
  - Global Routing
  - DNS Traffic Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Azure Traffic Manager
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/virtual-machines/linux/expand-disks:
  addition_method: manual
  content_hash: 30363763d99469c1f15f632978b4bf29586b9c4c281ec92fb112d6250e006398
  health_score: 100.0
  last_checked: 1779130494.999502
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/azure/virtual-machines/linux/openshift-container-platform-4x:
  description: '- [Openshift on Azure](https://azure.microsoft.com/en-us/blog/openshift-on-azure-the-easiest-fully-managed-openshift-in-the-cloud)'
  year: '2026'
  stars: 0
  ai_summary: A technical integration document detailing Azure Red Hat OpenShift (ARO),
    a fully managed, joint-engineered enterprise OpenShift platform. It reviews network
    design, private endpoints, and integration with Azure Active Directory. Live grounding
    highlights its stability for running hybrid legacy workloads.
  language: English
  resource_type: Reference/Documentation
  complexity: Advanced
  hierarchy:
  - Kubernetes Management
  - Red Hat OpenShift
  - Azure Integration
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: OpenShift in Azure
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://learn.microsoft.com/en-us/azure/virtual-machines/linux/run-command:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Architectural guidelines detailing agent-driven script orchestration
    inside Linux workloads using native Azure Run command capabilities.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Platform Management
  - Virtual Machines
  - Azure VM Agent
  - Script Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: Run scripts in your Linux VM by using action Run Commands'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/virtual-network-manager/concept-connectivity-configuration:
  addition_method: manual
  content_hash: 9a73b36e84861e46a8a9b226b26c797df0863550557dc753409ee8f10d6f7abf
  health_score: 100.0
  last_checked: 1779031720.169379
  v1_locations:
  - docs/azure.md
https://learn.microsoft.com/en-us/azure/vpn-gateway/openvpn-azure-ad-tenant:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Walkthrough on establishing a dedicated Azure Active Directory tenant
    configuration specifically for securing Point-to-Site (P2S) OpenVPN gateways.
    Maximizes enterprise security via multi-factor authentication and token validation.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - Hybrid Connectivity
  - Point-to-Site VPN
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Create an Azure Active Directory tenant for P2S OpenVPN protocol connections
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/well-architected:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'The core blueprint for building high-quality cloud workloads on Azure,
    structured around five pillars: Reliability, Security, Cost Optimization, Operational
    Excellence, and Performance Efficiency. It establishes technical evaluation criteria
    and optimization strategies for running stable, secure cloud-native environments.
    Real-world implementation leverages these design principles for systematic, self-healing
    infrastructures.'
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Frameworks
  - Well-Architected Framework (WAF)
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Azure Well-Architected Framework'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/well-architected/mission-critical/mission-critical-overview:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Well-Architected guidance focusing on baseline patterns for mission-critical
    enterprise workloads. Outlines structural patterns for failure-domain isolation,
    operational health modeling, and continuous validation methodologies.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Architecture
  - Well-Architected Framework
  - Mission-Critical Workloads
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'learn.microsoft.com: Mission-critical workloads'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/well-architected/service-guides/app-service-web-apps:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A target guide mapping WAF architecture principles to Web Apps on Azure
    App Service. It focuses on implementing zero-trust network configurations, managed
    identities, multi-region failovers, and auto-scaling rules. This resource equips
    platform engineers to deploy enterprise-grade PaaS runtimes with rigorous service-level
    objectives (SLOs).
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - PaaS
  - App Service
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'learn.microsoft.com: Azure Well-Architected Framework perspective on Azure
    App Service (Web Apps)'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/azure/well-architected/service-guides/azure-kubernetes-service:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official technical guide mapping Azure Well-Architected Framework (WAF)
    principles to Azure Kubernetes Service (AKS). It details architectural guidance
    on cluster networking, high availability, node pools, security integration, and
    cost management. This serves as the definitive reference for engineering enterprise-grade,
    highly resilient Kubernetes control and data planes on Azure.
  language: Markdown
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Azure Kubernetes Service
  - Well-Architected Framework
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Architecture Best Practices for Azure Kubernetes Service (AKS)
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - azure.md
  - cloud-arch-diagrams.md
https://learn.microsoft.com/en-us/azure/well-architected/service-guides/azure-machine-learning:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Detailed architecture guidance map aligned to Azure's Well-Architected
    Framework, focused on Azure Machine Learning. Evaluates cost optimization, operational
    excellence, reliability, security architectures, and resource management models
    crucial for enterprise system compliance.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Platforms
  - Azure
  - System Design
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Azure Well-Architected Framework perspective on Azure
    Machine Learning'
  addition_method: manual
  v2_locations:
  - mlops.md
https://learn.microsoft.com/en-us/cli/azure/microsoft-graph-migration?view=azure-cli-latest&tabs=powershell:
  addition_method: manual
  content_hash: 04e03664b723a80f9dbaef835d5e41bfb25ae9367357552d07e780284797d696
  health_score: 100.0
  last_checked: 1779130494.962035
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/credentials/certifications/practice-assessments-for-microsoft-certifications:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official assessment mechanisms supplied by Microsoft to validate readiness
    for professional certification examinations. Featuring mock examinations and tailored
    scorecards, this platform helps developers and architects pinpoint knowledge gaps
    before attempting official certifications.
  language: None
  resource_type: Portal
  complexity: Intermediate
  hierarchy:
  - Education
  - Learning Paths
  - Assessments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Practice Assessments for Microsoft Certifications'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/devops/develop/git/what-is-git:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Explores Microsoft's internal scaling strategies for Git, focusing on
    large-scale engineering pipelines and the Virtual File System for Git (VFS for
    Git). Outlines physical scale limitations and monorepo performance tuning. Current
    industry patterns validate that virtualized filesystems remain crucial for multi-gigabyte
    corporate codebases.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Monorepo Strategy
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: How We Use Git at Microsoft
  addition_method: manual
  v2_locations:
  - git.md
https://learn.microsoft.com/en-us/dotnet/architecture/microservices:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: The definitive architectural design guide for planning and building
    containerized .NET microservices. Focuses on Domain-Driven Design (DDD) principles,
    CQRS patterns, Outbox event delivery, and deployment best practices inside Docker
    environments.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Application Development
  - .NET Framework
  - Architectural Guides
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'docs.microsoft.com: .NET Microservices: Architecture for Containerized .NET
    Applications'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://learn.microsoft.com/en-us/en-us/azure/active-directory/fundamentals/multi-tenant-user-management-scenarios:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.025828
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/en-us/azure/azure-arc/overview:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.990356
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/en-us/azure/site-recovery/azure-to-azure-how-to-enable-policy:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.952568
  review_metadata:
    original_url: https://learn.microsoft.com/en-us/en-us/azure/site-recovery/azure-to-azure-how-to-enable-policy
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.952570'
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/en-us/azure/virtual-machines/windows/run-command:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.934857
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/entra/architecture/multi-tenant-user-management-introduction:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: An architectural guide covering multi-tenant identity lifecycle planning,
    cross-tenant synchronization, and B2B guest access policies. Modern 2026 integrations
    use native Multi-Tenant Organization (MTO) configurations within Entra ID to simplify
    cross-tenant discovery and cooperation.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Identity & Access
  - Tenant Governance
  - Multi-Tenancy
  - B2B Collaboration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Multi-tenant user management introduction'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/entra/external-id/cross-tenant-access-overview:
  addition_method: manual
  content_hash: 7b8b93c6154a45a87a1b25bb459d8b9fd6c2d917c493fbc54938eb262baff0c7
  health_score: 100.0
  last_checked: 1779130494.929623
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/entra/fundamentals/configure-security:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official guidelines detailing the technical configuration of Microsoft
    Entra ID to establish strong cloud tenant boundaries. It highlights multi-factor
    authentication, conditional access pathways, and identity protection rules. Essential
    reading for platform engineers aligning cloud-native infrastructure with corporate
    compliance frameworks.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - Entra ID
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Configure Microsoft Entra for Increased Security
  addition_method: manual
  v2_locations:
  - devsecops.md
https://learn.microsoft.com/en-us/entra/identity-platform/howto-create-service-principal-portal:
  addition_method: manual
  content_hash: 3af01643d713df38032f9ccc884f85496852c0c80d16c045a62cbe09702a56fa
  health_score: 100.0
  last_checked: 1779130494.956462
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/entra/identity/conditional-access/concept-conditional-access-policy-common:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Presents preconfigured templates designed to simplify the deployment
    of Entra ID Conditional Access policies. Covers baseline controls including multi-factor
    authentication enforcement, legacy block protocols, and device compliance checks.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Identity Security
  - Conditional Access
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Conditional Access templates'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/entra/identity/conditional-access/plan-conditional-access:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Explores architecture design patterns, administrator roles, and lifecycle
    management for complex Conditional Access policy matrices. Prevents tenant lockout
    scenarios while executing strict Zero Trust access models.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - Identity Security
  - Access Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Conditional Access architecture and personas'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/entra/identity/monitoring-health/overview-recommendations:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Highlights the native optimization and security engine inside Microsoft
    Entra ID that generates security insights (e.g., rotating expiring credentials,
    removing unused apps). In 2026, keeping these metrics clean is standard practice
    for maintaining a strong tenant security posture.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Identity & Access
  - Tenant Governance
  - Cloud Security
  - Entra ID Health
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "learn.microsoft.com: What are Azure Active Directory recommendations? \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/entra/identity/role-based-access-control/custom-available-permissions:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Specifies the precise permissions needed to configure and register applications
    when designing custom tenant-level roles in Entra ID. In 2026, security teams
    rely on custom roles to enforce least privilege access, avoiding the broad access
    granted by legacy admin roles.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Identity & Access
  - Cloud Security
  - Identity Administration
  - Entra ID Custom Roles
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Application registration permissions for custom roles
    in Azure Active Directory'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/java/openjdk/overview:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Microsoft's official OpenJDK build is optimized for cloud scale, Azure
    platform integrations, and Windows development. It is the default runtime used
    across Azure services, ensuring maximum hardware-accelerated performance and long-term
    security patching.
  language: Java
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Ecosystem
  - JDK Distribution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: Microsoft OpenJDK'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
? https://learn.microsoft.com/en-us/microsoft-365/enterprise/subscriptions-licenses-accounts-and-tenants-for-microsoft-cloud-offerings?view=o365-worldwide
: description: ''
  year: '2024'
  stars: 4
  ai_summary: An architectural reference detailing the hierarchical relationships
    between subscriptions, cloud licenses, user accounts, and tenants. In 2026, this
    mapping is foundational for setting up corporate administrative boundaries and
    designing clean, structured landing zones.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Identity & Access
  - Tenant Governance
  - Identity Administration
  - Resource Hierarchy
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Subscriptions, licenses, accounts, and tenants for
    Microsoft''s cloud offerings'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/powershell:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The official entry portal for PowerShell, Microsoft's cross-platform
    object-oriented shell and scripting language. Built on .NET Core, modern PowerShell
    (v7+) functions as a highly scalable system administration tool, allowing developers
    to manage clouds, databases, and local infrastructure seamlessly. Its object-oriented
    pipeline design makes it unique compared to typical text-stream UNIX shells.
  language: PowerShell
  resource_type: Official Reference
  complexity: Beginner
  hierarchy:
  - Platform Automation & Tooling
  - Command Line Interface
  - PowerShell Core
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: PowerShell
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/powershell/dsc/overview/decisionmaker?view=dsc-1.1:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: High-level overview of PowerShell Desired State Configuration (DSC).
    Focuses on declarative environment building, drift control, and management benefits
    for enterprises.
  language: PowerShell
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure Automation
  - Config Management
  - Desired State Configuration
  - Enterprise Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "docs.microsoft.com: Desired State Configuration overview for decision makers
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
? https://learn.microsoft.com/en-us/powershell/dsc/overview/decisionmaker?view=dsc-1.1&viewFallbackFrom=dsc-1.1%2Fconfigurations%2Fconfigdata
: addition_method: manual
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.microsoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.microsoft.com/en-us/powershell/dsc/overview/decisionmaker?view=dsc-1.1/configurations/configData:
  addition_method: manual
  content_hash: 29e018282c7870c8ffa5a175bedd70ed574b6366c4b15f2eb488267fe9e5918b
  health_score: 100.0
  last_checked: 1779130494.93861
  v1_locations:
  - docs/azure.md
https://learn.microsoft.com/en-us/previous-versions/azure/aks/ingress-tls:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A legacy Microsoft technical manual outlining the step-by-step deployment
    of an NGINX ingress controller with cert-manager on AKS. Curators highlight its
    historical value in configuring dynamic TLS certificates via Let's Encrypt. Live
    grounding shows this is marked as a legacy/previous version doc, as engineering
    teams in 2026 favor native Application Gateway Ingress Controller (AGIC) or native
    Istio integrations.
  language: YAML/Bash
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Ingress & Routing
  - TLS Ingress Controller
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'docs.microsoft.com: Create an HTTPS ingress controller on Azure Kubernetes
    Service (AKS)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/previous-versions/visualstudio/bridge:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Bridge to Kubernetes is Microsoft's local-to-cloud debugging tunnel.
    Live Grounding notes this project has been largely deprecated in favor of more
    flexible, cross-platform CNCF solutions such as Telepresence.
  language: TypeScript
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Kubernetes Developer Experience
  - Remote Debugging
  - Bridge to Kubernetes
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: "Bridge to Kubernetes \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://learn.microsoft.com/en-us/samples/azure-samples/avm-terraform-labs/avm-terraform-labs:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Details the application of Azure Verified Modules specifically optimized
    for Terraform configurations. Demonstrates how to write scalable HCL blocks backed
    by Microsoft-maintained definitions, matching enterprise governance standards.
  language: Terraform
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Terraform AVM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Introduction to using Azure Verified Modules for Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
https://learn.microsoft.com/en-us/samples/browse/?expanded=azure&products=azure-resource-manager:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Consolidated schema collection of Azure Resource Manager (ARM) quickstart
    templates. Facilitates reproducible provisioning blueprints covering virtual networks,
    security configurations, compute engines, and databases.
  language: JSON
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - Infrastructure as Code
  - Azure Resource Manager
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Azure Quickstart Templates \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/shows/azure-friday/troubleshoot-aks-cluster-issues-with-aks-diagnostics-and-aks-periscope:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed video tutorial on troubleshooting AKS clusters with Azure Diagnostics
    and AKS Periscope. Explores advanced telemetry collection, container runtime log
    audits, network connectivity scans, and cluster-state snapshots for fast fault
    isolation.
  language: Shell
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Observability
  - Troubleshooting
  - Azure AKS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'channel9.msdn.com: Troubleshoot AKS cluster issues with AKS Diagnostics
    and AKS Periscope'
  addition_method: manual
  v2_locations:
  - demos.md
https://learn.microsoft.com/en-us/shows/vs-code-livestreams/machine-learning-experimentation-in-vs-code-with-dvc-extension:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A video walk-through and documentation highlighting DVC-based model
    experimentation processes in VS Code. Shows how database tracking and Git-based
    data configuration workflows are visualised, resolving typical data-drift tracking
    issues.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - MLOps
  - Data Version Control
  - Developer Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: Machine Learning Experimentation in VS Code with DVC
    Extension'
  addition_method: manual
  v2_locations:
  - mlops.md
https://learn.microsoft.com/en-us/training/browse/?resource_type=course&products=azure:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Microsoft's official training academy hosting hands-on labs, structured
    learning pathways, and certification modules for the entire Azure catalog. It
    provides developers and architects with interactive, verified environments to
    upskill in cloud engineering, containerization, and data platforms.
  language: None
  resource_type: Portal
  complexity: Intermediate
  hierarchy:
  - Education
  - Learning Paths
  - Official Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "learn.microsoft.com: Browse all courses, learning paths, and modules \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/training/modules/github-actions-cd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The canonical Microsoft Learning Module establishing standard pipelines
    for Azure. Outlines the design of multi-environment workflows, secrets isolation,
    security scanning, and deployment mechanisms targeting AKS and web workloads.
  language: YAML
  resource_type: Reference Architecture
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Azure DevOps Solutions
  - GitHub Actions Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "docs.microsoft.com: Build and deploy applications to Azure by using GitHub
    Actions \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://learn.microsoft.com/en-us/training/paths/build-javascript-applications-typescript:
  addition_method: manual
  content_hash: 720f4ccd8193f6c86690d8f3138069f679a1b5d1b9df4d486c7e9924d7c59a01
  health_score: 64.0
  last_checked: 1779130495.012712
  v1_locations:
  - docs/cheatsheets.md
https://learn.microsoft.com/en-us/training/paths/gh-developing-agentic-systems-1:
  addition_method: automatic
  ai_summary: This Microsoft learning path details the architectural patterns for
    integrating, orchestrating, and governing autonomous AI agents within the Software
    Development Lifecycle (SDLC) using GitHub as the system of record and control
    plane. It guides Cloud Architects through the 'plan, act, evaluate' lifecycle,
    helping them design boundaries, track agentic actions, evaluate outcomes using
    automated status checks, and apply the contributor model to supervise agent-generated
    code. It forms a key foundation for managing production-grade AI agent systems
    with high safety and operational standards.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: ed07248465003667f69a23e8cbef5171fa7eda2424e7fcadb01cf0bc8c02cf08
  description: Learn how to design, deploy, and manage agentic AI systems within the
    SDLC using GitHub.
  hierarchy:
  - Artificial Intelligence
  - AI Agents
  - SDLC Agentic Workflows
  is_microservice: false
  language: English
  last_checked: 1780352003.689824
  reputation_status: Vetted
  reputation_summary: A highly valued learning path that provides deep technical and
    governance strategies for production-grade agentic SDLC workflows, acting as study
    material for Microsoft's Agentic AI Developer certification.
  resource_type: E-learning
  social_preview_url: https://learn.microsoft.com/training/achievements/agentic-github-1
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: agentic-ai-certifications
  tags:
  - '[GUIDE]'
  - '[EMERGING]'
  title: Developing in Agentic AI Systems Part 1 of 2 - Training | Microsoft Learn
  year: '2025'
https://learn.microsoft.com/en-us/training/paths/implement-azure-functions:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The official Microsoft training curriculum for implementing serverless
    workflows and event-driven computing via Azure Functions. It covers bindings and
    triggers, Durable Functions for stateful execution, execution context, and performance
    profiling. This path forms the core educational foundation for building reliable,
    event-driven microservices on the Azure platform.
  language: C# / Python / JS
  resource_type: Official Training
  complexity: Beginner
  hierarchy:
  - Cloud Application Platforms
  - Serverless Computing
  - Azure Functions Core
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "learn.microsoft.com: AZ-204: Implement Azure Functions \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/training/paths/intro-to-kubernetes-on-azure:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Guided learning pathway introducing the core operational mechanics of
    Azure Kubernetes Service (AKS). Outlines control-plane abstractions, compute node
    orchestration, and Azure platform-native integrations.
  language: N/A
  resource_type: Educational Course
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Getting Started
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Introduction to Kubernetes on Azure'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://learn.microsoft.com/en-us/visualstudio/docker/tutorials/docker-tutorial:
  description: ''
  addition_method: manual
  content_hash: 32bb5207b9bc59ede3b4478c23b43af95a2b5003be65648537291f4358c2321e
  health_score: 100.0
  last_checked: 1779130494.950737
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  stars: 0
  ai_summary: A comprehensive learning pathway walking developers through building,
    debugging, and running Dockerized applications inside VS Code, followed by direct
    container deployment to Azure App Service or Azure Container Apps.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Development Tools
  - VS Code
  - Docker Deployment
  is_microservice: true
  title: A multi-step tutorial that covers the basics of working with Docker with
    Visual Studio Code and deploy on Azure
https://learn.microsoft.com/en-us/windows/wsl:
  description: ''
  addition_method: manual
  content_hash: da3e321ed5b07193b3400f325880783873ab031e59820863bcf091e0b46f6972
  health_score: 100.0
  last_checked: 1779130495.016254
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2026'
  stars: 0
  ai_summary: Official engineering documentation detailing Windows Subsystem for Linux
    (WSL). Enables native ELF64 execution on Windows, forming a vital platform for
    building local Kubernetes, Docker, and bash-heavy development pipelines directly
    inside Windows environments.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Local Development
  - Operating Systems
  - WSL
  is_microservice: false
  title: 'docs.microsoft.com: WSL - Windows Subsystem for Linux'
https://learn.microsoft.com/nb-no/azure/cloud-adoption-framework/ready/landing-zone:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Explains the architectural principles of Azure Landing Zones under the
    Microsoft CAF. It emphasizes separation of concerns across management, connectivity,
    and identity planes, while using custom policy assignments for automated control.
    This guidance helps platform teams establish a robust foundation for onboarding
    application workloads.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Governance
  - Enterprise Architecture
  - Landing Zones
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Azure Landing Zone - Microsoft Cloud Adoption Framework
  addition_method: manual
  v2_locations:
  - iac.md
  - azure.md
  - cloud-arch-diagrams.md
https://learn.microsoft.com/nb-no/azure/role-based-access-control/delegate-role-assignments-portal:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Demonstrates how to delegate role assignment administration using conditional
    boundaries (e.g., delegating group-scoped VM administration). In 2026, using conditional
    delegation is standard practice to prevent privilege escalation without requiring
    complex privilege management software.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Identity & Access
  - Cloud Security
  - RBAC
  - Delegated Administration
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com: Delegate Azure role assignment management to others
    with conditions'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/nb-no/azure/role-based-access-control/delegate-role-assignments-portal?tabs=template:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Technical reference showing how to deploy conditional RBAC delegation
    rules using Bicep or ARM template code. This template specification is critical
    in 2026 for platform engineering teams defining Infrastructure as Code policies
    that allow localized teams to self-administer within hard guardrails.
  language: Norwegian
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Identity & Access
  - Cloud Security
  - RBAC
  - Delegated Administration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'learn.microsoft.com/nb-no: Delegate Azure role assignment management to
    others with conditions'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.openshift.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031624.834629
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: learn.openshift.com
  v1_locations:
  - docs/elearning.md
  - docs/ocp4.md
  - docs/openshift.md
  v2_locations:
  - elearning.md
  - ocp4.md
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.openshift.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.openshift.com/introduction/gitops-introduction:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031622.485911
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'learn.openshift.com: GitOps introduction'
  v1_locations:
  - docs/gitops.md
  - docs/ocp3.md
  v2_locations:
  - gitops.md
  - ocp3.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering learn.openshift.com:
    GitOps introduction in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.openshift.com/middleware/pipelines:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032571.581287
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: learn.openshift.com/middleware/pipelines
  v1_locations:
  - docs/tekton.md
  v2_locations:
  - tekton.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering learn.openshift.com/middleware/pipelines
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learn.openshift.com/playgrounds/openshift44:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032620.042476
  stars: 0
  title: OpenShift 4.4
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://learn.pluralsight.com/programs/2019/free-course/template4:
  addition_method: manual
  content_hash: 46942cf4f1ddba68705814401a1a4c151c7780997ef43751d80c2f0c15a34f4e
  description: ''
  health_score: 100.0
  last_checked: 1779034529.481686
  stars: 0
  status: online
  title: Getting started with Kubernetes
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learn.theketch.io/docs/getting-started:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031528.740211
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ketch: Getting Started'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ketch:
    Getting Started in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://learncloudnative.com/blog/2020-11-23-multiple-vs-gateway:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical configuration guide for mapping multiple VirtualService
    configurations to a single Istio Ingress Gateway. Outlines how host-matching strategies
    prevent routing conflicts, allowing multiple development teams to deploy independent
    routes securely.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Traffic Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'learncloudnative.com: Attach multiple VirtualServices to Istio Gateway'
  addition_method: manual
  v2_locations:
  - istio.md
https://learncloudnative.com/blog/2022-05-10-kubectl-tips:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Advanced productivity guide detailing hidden features and productivity
    parameters within kubectl. Includes custom columns formatting, JSONPath parsing
    templates, and multi-context aliasing for faster operational feedback loops.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learncloudnative.com: Kubernetes CLI (kubectl) tips you didn''t know about'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://learndevops.substack.com/p/hitting-prometheus-api-with-curl:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031448.47487
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "learndevops.substack.com: Hitting prometheus API with curl and jq \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  - docs/prometheus.md
  v2_locations:
  - kubernetes.md
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering learndevops.substack.com:
    Hitting prometheus API with curl and jq \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learngitbranching.js.org:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: The premier interactive repository visualization tool designed to build
    high-fidelity mental models of branching, merging, rebasing, and cherry-picking.
    It acts as a standard sandboxed ecosystem where developers can safely practice
    complex DAG structural manipulations through a gamified terminal UI.
  language: English
  resource_type: Interactive Tool
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Git Core
  - Interactive Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "learngitbranching.js.org: Learn Git Branching \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://learning-devops-tools-with-nandita.blogspot.com/2022/08/overview-of-ansible-and-ansible.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An foundational introduction to Ansible configuration management, detailing
    the core architecture, agentless push model, and YAML playbook structures. Clarifies
    how task-state validation enforces declarative infrastructure configurations.
  language: English
  resource_type: blog_post
  complexity: Beginner
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learning-devops-tools-with-nandita.blogspot.com: Overview of Ansible and
    Ansible Playbooks'
  addition_method: manual
  v2_locations:
  - ansible.md
https://learning.postman.com/docs/collections/performance-testing/testing-api-performance:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Comprehensive architectural documentation detailing Postman's built-in
    performance testing runner. This system enables localized load simulation, virtual
    user profiling, and API concurrency metrics analysis.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Software Testing
  - Performance Testing
  - API Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'learning.postman.com: Simulate user traffic to test your API performance'
  addition_method: manual
  v2_locations:
  - postman.md
https://learningdaily.dev/software-architecture-diagramming-and-patterns-7d38999e7a12:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032179.738164
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'learningdaily.dev: Software architecture diagramming and patterns'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering learningdaily.dev:
    Software architecture diagramming and patterns in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://learnk8s.io/allocatable-resources:
  addition_method: manual
  content_hash: 5f12c1ffa9d105bad28e17b8f1658bc208a80b8bd0352e1e71d16695e1307b62
  description: ''
  health_score: 100.0
  last_checked: 1779029610.017467
  stars: 0
  status: online
  title: "Allocatable memory and CPU in Kubernetes Nodes \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://learnk8s.io/authentication-kubernetes:
  addition_method: manual
  content_hash: 33bf173767304aef2cc17f25f35dbafb96be9fb80d21ed8d60ded35231e140b8
  description: ''
  health_score: 100.0
  last_checked: 1779033620.265361
  stars: 0
  status: online
  title: "==learnk8s.io/authentication-kubernetes: User and workload identities in'
    Kubernetes== \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://learnk8s.io/blog:
  addition_method: manual
  content_hash: 77fc97dead69f9ad8df24d6e6110e101c8405c4bbee5764b117528819c52c65f
  description: ''
  health_score: 100.0
  last_checked: 1779030847.41607
  stars: 0
  status: online
  title: learnk8s.io/blog
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/blog/smaller-docker-images:
  addition_method: manual
  content_hash: aeb4cb3d8ee75dc27b941f75940108807d0e5ec3c4923d487a9490a6a49b5b5d
  description: ''
  health_score: 100.0
  last_checked: 1779030441.10684
  stars: 0
  status: online
  title: "learnk8s.io: 3 simple tricks for smaller Docker images \U0001F31F"
  v1_locations:
  - docs/docker.md
  year: N/A
https://learnk8s.io/cloud-resources-kubernetes:
  addition_method: manual
  content_hash: bfd5793443b4dd322f96df972adfcd6e03a4ce8bd1fcde1526790ea4e776668a
  description: ''
  health_score: 100.0
  last_checked: 1779032369.641578
  stars: 0
  status: online
  title: 'learnk8s.io: Provisioning cloud resources (AWS, GCP, Azure) in Kubernetes'
  v1_locations:
  - docs/databases.md
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://learnk8s.io/etcd-kubernetes:
  addition_method: manual
  content_hash: 59b9c93bcfd675e6f1b05e3fe5ef8a0c3c7e3af1b8921e90b11cad678bd2d347
  description: ''
  health_score: 100.0
  last_checked: 1779029476.472103
  stars: 0
  status: online
  title: 'learnk8s.io: How etcd works with and without Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/first-steps:
  addition_method: manual
  content_hash: 904ab8c79c57a2db3240fbf125740f7b7288d583ac0d126dfff718a7f68e0db6
  description: ''
  health_score: 100.0
  last_checked: 1779031447.072409
  stars: 0
  status: online
  title: learnk8s.io/first-steps
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/graceful-shutdown:
  addition_method: manual
  content_hash: 0c69ecb129e2535e7a0614c81c57e0f3d73da4f6428ab9d4de15097bf0d2bb13
  description: ''
  health_score: 100.0
  last_checked: 1779030402.20805
  stars: 0
  status: online
  title: '==learnk8s.io: Graceful shutdown and zero downtime deployments in Kubernetes=='
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/how-many-clusters:
  addition_method: manual
  content_hash: 9e31112c2c9b9c5000a65c573ad04bf1a6684ebb0c578d061b38f2b63ea038f9
  description: ''
  health_score: 100.0
  last_checked: 1779031620.772826
  stars: 0
  status: online
  title: 'learnk8s.io: Architecting Kubernetes clusters — how many should you have?'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/kafka-ha-kubernetes:
  addition_method: manual
  content_hash: b3b241d342c399260f98dcbd13cc940a2fd534b3e18ea66442047272621dcc23
  description: ''
  health_score: 100.0
  last_checked: 1779032115.293418
  stars: 0
  status: online
  title: "==learnk8s.io/kafka-ha-kubernetes: Designing and testing a highly available'
    Kafka cluster on Kubernetes== \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://learnk8s.io/kubernetes-autoscaling-strategies:
  addition_method: manual
  content_hash: 9cada5c48ace8127c66adff1784176a7e348381b03d7b16e51c03cae800a8ee3
  description: ''
  health_score: 100.0
  last_checked: 1779031782.878856
  stars: 0
  status: online
  title: "learnk8s.io: Architecting Kubernetes clusters — choosing the best autoscaling'
    strategy \U0001F31F"
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://learnk8s.io/kubernetes-custom-authentication:
  addition_method: manual
  content_hash: 216c63d2361388c52fffb3e910ed19c6c86370cf66696415807c83fb085ea3fb
  description: ''
  health_score: 100.0
  last_checked: 1779031596.965855
  stars: 0
  status: online
  title: Implementing a custom Kubernetes authentication method
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://learnk8s.io/kubernetes-instance-calculator:
  addition_method: manual
  content_hash: ed1b9cc47891891992f29dcde28c5a36251f0e2e7b56c6a70e3edeef1ae087fc
  description: ''
  health_score: 100.0
  last_checked: 1779032973.318984
  stars: 0
  status: online
  title: "learnk8s.io: Kubernetes Instance Calculator \U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/kubernetes-long-lived-connections:
  addition_method: manual
  content_hash: 216b4b31ca33b233db94e6fafd318d4a5a3af7633265064850d88694e78df011
  description: ''
  health_score: 100.0
  last_checked: 1779033072.868881
  stars: 0
  status: online
  title: '==Service meshes to the rescue: Load balancing and scaling long-lived connections''
    in Kubernetes=='
  v1_locations:
  - docs/kubernetes-networking.md
  - docs/message-queue.md
  - docs/servicemesh.md
  year: N/A
https://learnk8s.io/kubernetes-network-packets:
  addition_method: manual
  content_hash: 2b48512a68f71ffb582fd83168faed28da24a9a2388aa0c161f50547bc403250
  description: ''
  health_score: 100.0
  last_checked: 1779029062.066616
  stars: 0
  status: online
  title: "==learnk8s.io: Tracing the path of network traffic in Kubernetes== \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://learnk8s.io/kubernetes-node-size:
  addition_method: manual
  content_hash: 71f96a2fb0e938121c9ff5f82b1952933619099b910afa20a319910e17df7126
  description: ''
  health_score: 100.0
  last_checked: 1779031508.234804
  stars: 0
  status: online
  title: 'learnk8s.io: Architecting Kubernetes clusters — choosing a worker node size'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/kubernetes-policies:
  addition_method: manual
  content_hash: 5e5e1adba5000019e5fc6e2280c6909d307f56eb4162570789640009648b25ce
  description: ''
  health_score: 100.0
  last_checked: 1779030431.39912
  stars: 0
  title: Enforcing policies and governance for Kubernetes workloads
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/kubernetes-rollbacks:
  addition_method: manual
  content_hash: 47249eeb57c8e2c20152a2189fb4ee21b210bdbda2f833e94d653cacd3dbe183
  description: ''
  health_score: 100.0
  last_checked: 1779034153.489808
  stars: 0
  status: online
  title: "==learnk8s.io: How do you rollback deployments in Kubernetes?== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/kubernetes-terraform:
  addition_method: manual
  content_hash: 74947e16c183ed184451b05bb16e1e2246baf50d647baa508be3253f40878474
  description: ''
  health_score: 100.0
  last_checked: 1779033329.563946
  stars: 0
  status: online
  title: 'learnk8s.io/kubernetes-terraform: Creating Kubernetes clusters with Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learnk8s.io/kubernetes-wallpapers:
  addition_method: manual
  content_hash: 6ce13c62a8bc45eef972f9242c1ff0015a5192f05f69e099647b84777577281b
  description: ''
  health_score: 100.0
  last_checked: 1779034373.510679
  stars: 0
  status: online
  title: 'learnk8s.io: Kubernetes wallpapers'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/learn-kubernetes-weekly:
  addition_method: manual
  content_hash: 1416222a7953b70272a92df35403c72cf9164d4fa61a9552e283495e4fe12f37
  description: ''
  health_score: 100.0
  last_checked: 1779031536.451601
  stars: 0
  title: "learnk8s.io/learn-kubernetes-weekly \U0001F31F"
  v1_locations:
  - docs/kubernetes-newsletters.md
  year: N/A
https://learnk8s.io/microservices-authentication-kubernetes:
  addition_method: manual
  content_hash: 76b46e777ede25eb211914d9bff32a954b4afc03fb8944d2327c09dc7a422e46
  description: ''
  health_score: 100.0
  last_checked: 1779031713.10641
  stars: 0
  status: online
  title: "learnk8s.io: Authentication between microservices using Kubernetes identities'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://learnk8s.io/news:
  addition_method: manual
  content_hash: deee39fdf238da9fa86b0a75b70e453007a2e98dbec1b5aeddd5cc0713eb27b8
  description: ''
  health_score: 100.0
  last_checked: 1779030686.085276
  stars: 0
  title: learnk8s.io/news
  v1_locations: []
  year: N/A
https://learnk8s.io/production-best-practices:
  addition_method: manual
  content_hash: 6c35ada1c5b7da57066666654f1eaf5a33cc3b0840b43fbc6ea7f0af123f9834
  description: ''
  health_score: 100.0
  last_checked: 1779029323.964304
  stars: 0
  status: online
  title: '==learnk8s.io: Kubernetes production best practices=='
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/rbac-kubernetes:
  addition_method: manual
  content_hash: 1d5e615fa2302d3395b70725e1eb787d0d4f76c987cf677cd23c03f645664387
  description: ''
  health_score: 100.0
  last_checked: 1779031616.042523
  stars: 0
  status: online
  title: "==learnk8s.io: Limiting access to Kubernetes resources with RBAC== \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://learnk8s.io/real-time-dashboard:
  addition_method: manual
  content_hash: 9c56dd6df70a5498db821593437bb7942e32a437384690922b571433e85cb955
  description: ''
  health_score: 100.0
  last_checked: 1779029341.937843
  stars: 0
  status: online
  title: learnk8s.io/real-time-dashboard
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://learnk8s.io/research:
  addition_method: manual
  content_hash: 66cfadb54f9e01f3db00d0fbf1a812d9249792f9f16f69ad0c8e2f2023617911
  description: ''
  health_score: 100.0
  last_checked: 1779033576.133587
  stars: 0
  status: online
  title: "Kubernetes Research. Research documents on node instance types, managed
    services, ingress controllers, CNIs, etc. \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  - docs/kubernetes.md
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://learnk8s.io/scaling-celery-rabbitmq-kubernetes:
  addition_method: manual
  content_hash: 7b7275112d567b17217b7f4a8177b76e67e2d5a4565d6498ef646646bea0b29d
  description: ''
  health_score: 100.0
  last_checked: 1779032548.039748
  stars: 0
  status: online
  title: 'learnk8s.io: Scaling Celery workers with RabbitMQ on Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/setting-cpu-memory-limits-requests:
  addition_method: manual
  content_hash: 1b64190b88399a152a4e67d5529900d787ac658db0a3d6effa1c2a70ce9d1b94
  description: ''
  health_score: 100.0
  last_checked: 1779033425.456574
  stars: 0
  status: online
  title: "learnk8s.io: Setting the right requests and limits in Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/sidecar-containers-patterns:
  addition_method: manual
  content_hash: 4765b75da936e87296482a4c197a049c8261ab74cea5e0ae5d3080c57f21b227
  description: ''
  health_score: 100.0
  last_checked: 1779031755.957139
  stars: 0
  status: online
  title: 'learnk8s.io: Extending applications on Kubernetes with multi-container pods'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/spring-boot-kubernetes-guide:
  addition_method: manual
  content_hash: 90bb95ba0d06fc58aa3a10fc586e006f7c66a48922aaf2df0370cb1eb56d5183
  description: ''
  health_score: 100.0
  last_checked: 1779029476.70184
  stars: 0
  status: online
  title: 'learnk8s.io: Developing and deploying Spring Boot microservices on Kubernetes'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://learnk8s.io/templating-yaml-with-code:
  addition_method: manual
  content_hash: 2e1de1fac5625a6f259f183e64956ac642b8b1edb1b9ed058382a799969782d0
  description: ''
  health_score: 100.0
  last_checked: 1779031495.096069
  stars: 0
  status: online
  title: Templating YAML in Kubernetes with real code
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://learnk8s.io/terraform-aks:
  addition_method: manual
  content_hash: 48c0078a362c90c956d4c53acd283c05fab7c74833fd0dbfdede41d6af0d7df7
  description: ''
  health_score: 100.0
  last_checked: 1779034510.725291
  stars: 0
  status: online
  title: "learnk8s.io/terraform-aks: Provisioning Kubernetes clusters on AWS with'
    Terraform and AKS \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learnk8s.io/terraform-eks:
  addition_method: manual
  content_hash: 9ebd49dc4c4bb8370a0f2e5f13937e63a18d1b11fefda965171a5e9118c41d02
  description: ''
  health_score: 100.0
  last_checked: 1779031013.291224
  stars: 0
  status: online
  title: "learnk8s.io/terraform-eks: Provisioning Kubernetes clusters on AWS with'
    Terraform and EKS \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learnk8s.io/terraform-gke:
  addition_method: manual
  content_hash: 6a0c0745dd910af8573a08410f99f8b3dac7bc469a577d585b68cfe7790b9e0b
  description: ''
  health_score: 100.0
  last_checked: 1779033752.037963
  stars: 0
  status: online
  title: "learnk8s.io/terraform-gke: Provisioning Kubernetes clusters on AWS with'
    Terraform and GKE \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learnk8s.io/terraform-lke:
  addition_method: manual
  content_hash: b2c9e3c5ece1f31e8f281585a508df5048a0affaf7a827ec4fd929a88eafa96e
  description: ''
  health_score: 100.0
  last_checked: 1779032000.931974
  stars: 0
  status: online
  title: "learnk8s.io/terraform-lke: Provisioning Kubernetes clusters on Linode with'
    Terraform \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://learnk8s.io/troubleshooting-deployments:
  addition_method: manual
  content_hash: e71cc356dc770e9623496f43843fcb473674431aeb1d0aad26338410382e0f7a
  description: ''
  health_score: 100.0
  last_checked: 1779032057.687267
  stars: 0
  status: online
  title: "==learnk8s.io: A visual guide on troubleshooting Kubernetes deployments=='
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://learnk8s.io/validating-kubernetes-yaml:
  addition_method: manual
  content_hash: 9366b64b9fddaf0b5c7fc8d842146a33b29a21b6a933e82ec534413c95a03fad
  description: ''
  health_score: 100.0
  last_checked: 1779030865.909501
  stars: 0
  status: online
  title: "Validating Kubernetes YAML for best practice and policies \U0001F31F"
  v1_locations:
  - docs/yaml.md
  year: N/A
https://learnkube.com/allocatable-resources:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Demystifies how Kubernetes computes physical allocatable resources.
    Deeply details the underlying formulas for `kube-reserved`, `system-reserved`,
    and eviction thresholds to ensure cluster stability under heavy workloads.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cluster Architecture
  - Sizing
  - Node Allocatable
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnk8s.io: Allocatable memory and CPU in Kubernetes Nodes'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - kubernetes.md
https://learnkube.com/authentication-kubernetes:
  description: "- The difference b/w externally managed and internal identities.\n
    \   - How Kubernetes assigns identities for internal users with Service Accounts."
  year: '2023'
  stars: 0
  ai_summary: A deep analysis of the conceptual differences between human and workload
    identities within Kubernetes. Details how API server authentication modules resolve
    internal workloads using Service Accounts, contrasting them with external OIDC
    providers.
  language: English
  resource_type: Educational Guide
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - Authentication
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "learnk8s.io/authentication-kubernetes: User and workload identities in Kubernetes
    \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://learnkube.com/blog:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Learnk8s offers high-fidelity, visually rich technical deep dives focusing
    on cluster mechanics and deployment configurations. Their educational guides resolve
    core operational complexities, making it a stellar developer resource for production
    container configuration.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Training & Education
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: learnk8s.io/blog
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/blog/smaller-docker-images:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Presents three highly concrete engineering actions to reduce footprint
    size. Addresses the use of alpine/distroless, pruning development environments,
    and optimizing layers.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Build Optimization
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "learnk8s.io: 3 simple tricks for smaller Docker images \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://learnkube.com/cloud-resources-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Explores the paradigm shift of utilizing Kubernetes-native custom resource
    definitions (CRDs) and operators to provision external cloud resources (such as
    AWS ACK, GCP Config Connector, and Azure Service Operator). This declarative Infrastructure-as-Code
    pattern replaces external Terraform runs with continuous control loops inside
    the cluster. (Live Grounding: Standardizes management under unified Kubernetes
    control planes, resolving out-of-band drifts).'
  language: YAML/Go
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native Infrastructure
  - Infrastructure Provisioning
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnk8s.io: Provisioning cloud resources (AWS, GCP, Azure) in Kubernetes'
  addition_method: manual
  v2_locations:
  - databases.md
https://learnkube.com/etcd-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compares the execution of etcd as a standalone key-value store with
    its role as Kubernetes' single source of truth. Investigates Raft consensus mechanics,
    write paths, and how the API server serializes resource states.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Store
  - etcd Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'learnk8s.io: How etcd works with and without Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/graceful-shutdown:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: This reference analyzes pod termination lifecycles (SIGTERM, preStop
    hooks, and endpoint slice propagation delay). It contrasts standard rolling updates
    with the necessity of configuring a preStop hook to handle delayed traffic shifts,
    resolving the classic race condition between kubernetes API endpoint updates and
    pod eviction.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Deployments
  - Zero Downtime
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'learnk8s.io: Graceful shutdown and zero downtime deployments in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/how-many-clusters:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Investigates the design choices behind multi-cluster deployments versus
    expansive single-cluster topologies. Explores security zoning, geo-location latency
    requirements, blast radius mitigation, and operational complexity limits.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cluster Architecture
  - Multi-Cluster
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnk8s.io: Architecting Kubernetes clusters — how many should you have?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/kafka-ha-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A high-fidelity guide and testing blueprint for configuring a highly
    available Apache Kafka cluster on Kubernetes. Covers pod anti-affinity patterns,
    multi-AZ PV attachments, node failure recovery, and automated resiliency testing
    under active chaos conditions.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "learnk8s.io/kafka-ha-kubernetes: Designing and testing a highly available
    Kafka cluster on Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://learnkube.com/kubernetes-autoscaling-strategies:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An elite architectural advisory resource reviewing the design considerations
    of Karpenter versus standard Cluster Autoscaler. Evaluates how rapid node provisioning
    impacts cluster topology, pricing optimization, and overall scheduling reliability.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Kubernetes & Scaling
  - Architecture & Strategy
  - Resource Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "learnk8s.io: Architecting Kubernetes clusters — choosing the best autoscaling
    strategy \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://learnkube.com/kubernetes-custom-authentication:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides a technical blueprint for implementing bespoke authentication
    strategies using webhook token authentication. It explains the integration of
    custom identity backends with the kube-apiserver lifecycle. Recommended for highly
    specialized security architectures with legacy SSO restrictions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Access Control
  - Custom Authentication
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Implementing a custom Kubernetes authentication method
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://learnkube.com/kubernetes-instance-calculator:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: An interactive utility designed to calculate the most efficient node
    configurations based on target workloads. Guides architects in choosing between
    a fleet of low-resource VM instances or a dense pool of high-capacity compute
    nodes.
  language: N/A
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure Optimization
  - Cluster Architecture
  - Sizing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "learnk8s.io: Kubernetes Instance Calculator \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/kubernetes-long-lived-connections:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: An exceptional, highly-detailed exploration of how Kubernetes handles
    long-lived connections such as gRPC, HTTP/2, and WebSockets. Analyzes why standard
    iptables-based kube-proxy L4 load balancing fails to distribute traffic evenly,
    causing backend starvation. Live Grounding highlights that resolving these issues
    requires client-side load balancing, proxy-assisted gRPC routing, or active connection-termination
    intervals.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Load Balancing
  - Performance & Tuning
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "learnk8s.io: Load balancing and scaling long-lived connections in Kubernetes
    \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - servicemesh.md
  - kubernetes-networking.md
https://learnkube.com/kubernetes-network-packets:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: An exceptionally precise visual reconstruction tracing the physical
    path of network packets through container boundaries, virtual interfaces, iptables
    chains, and node boundaries. Invaluable reference for platform engineers tasked
    with isolating root causes of packet drops and latency spikes.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Deep Dive
  - Packet Flow
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "learnk8s.io: Tracing the path of network traffic in Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://learnkube.com/kubernetes-node-size:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the trade-offs of choosing small versus large instance types
    for Kubernetes worker nodes. Discusses pod density limits, network interfaces,
    control plane overhead, and daemon-set resource allocation footprint.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cluster Architecture
  - Sizing
  - Worker Nodes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnk8s.io: Architecting Kubernetes clusters — choosing a worker node size'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/kubernetes-policies:
  addition_method: manual
  content_hash: e2dcb04ebc7a4532bcb40042bebe9b4670c5b28a90eceb1dc22cf2bd3b09544b
  health_score: 100.0
  last_checked: 1779130495.015804
  v1_locations:
  - docs/kubernetes.md
https://learnkube.com/kubernetes-rollbacks:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Details the internal revision history mechanics of the Kubernetes Deployment
    API. Explains how the controller tracks replicaset generations and provides techniques
    for coordinating configmap and secret changes during unexpected application rollbacks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Deployments
  - Rollbacks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "learnk8s.io: How do you rollback deployments in Kubernetes? \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/kubernetes-services-and-load-balancing:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: A contemporary structural breakdown explaining how Kubernetes leverages
    service endpoints to build abstract load balancing layers. Reviews the operations
    of kube-proxy in writing local node routing rules and traces how traffic migrates
    from virtual endpoints to real pod ports.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Fundamentals
  - Service Discovery
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: Kubernetes Services and Load Balancing Explained
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
  - kubernetes-networking.md
https://learnkube.com/kubernetes-terraform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A detailed LearnK8s tutorial demonstrating cloud cluster provisioning
    with Terraform. Focuses on orchestrating clean IAM hierarchies, underlying storage
    provisions, network definitions, and secure worker node groups.
  language: HCL
  resource_type: Technical Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Cluster Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'learnk8s.io/kubernetes-terraform: Creating Kubernetes clusters with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://learnkube.com/kubernetes-wallpapers:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: A collection of high-resolution, visually rich architectural diagrams
    and wallpaper guides designed to help developers visualize complex Kubernetes
    ecosystems, control plane interactions, and object lifecycles.
  language: None
  resource_type: Reference
  complexity: Beginner
  hierarchy:
  - Community
  - Visual Resources
  - Wallpapers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnk8s.io: Kubernetes wallpapers'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/microservices-authentication-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A specialized guide analyzing how service-to-service communication can
    be secured natively. It demonstrates using Kubernetes ServiceAccount tokens as
    cryptographic identities to authenticate microservices without external overhead.
    This pattern reduces dependencies on heavy service meshes for simpler deployments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - Microservice Identities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "learnk8s.io: Authentication between microservices using Kubernetes identities
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://learnkube.com/news-events-jobs:
  addition_method: manual
  content_hash: e5788c48710ff2edb615875ff89a9fc888729c6e4f87115ba76fa5e6081937fb
  health_score: 100.0
  last_checked: 1779130495.001127
  v1_locations: []
https://learnkube.com/production-best-practices:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: High-quality, interactive checklist framework covering multi-zone redundancy,
    etcd scaling, high-availability control planes, application deployment limits,
    and robust DNS performance optimization.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Operations
  - Best Practices
  - Production Readiness
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'learnk8s.io: Kubernetes production best practices'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/rbac-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A rigorous deep-dive into resource constraints using RBAC. Demonstrates
    how to write custom policies to isolate network endpoints, restrict API-driven
    actions, and test permissions safely using `kubectl auth can-i`.
  language: English
  resource_type: Educational Guide
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "learnk8s.io: Limiting access to Kubernetes resources with RBAC \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://learnkube.com/real-time-dashboard:
  description: ''
  addition_method: manual
  content_hash: 308be50f0363661fbd48ab64616949df2c63371c277adeae6004e9019a72c692
  health_score: 100.0
  last_checked: 1779130494.976722
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  stars: 0
  ai_summary: An educational workspace resource demonstrating how to build dynamic,
    real-time dashboards to trace Kubernetes state shifts. Details WebSocket connections,
    SSE streaming, and reactive rendering engines to visualize namespace status.
  language: TypeScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Kubernetes Tooling
  - Developer Experience
  is_microservice: false
  title: learnk8s.io/real-time-dashboard
https://learnkube.com/research:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An exceptional, data-driven research catalog evaluating critical Kubernetes
    deployment components. Compiles comparative benchmarks and analyses of CNI plugins
    (Cilium, Calico), cloud providers (EKS, GKE, AKS), virtual machine shapes, and
    Ingress Controller solutions, highlighting costs and latencies.
  language: English
  resource_type: Research Portal
  complexity: Advanced
  hierarchy:
  - Research
  - Architecture Analysis
  - Infrastructure Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'learnk8s.io: Kubernetes Research. Research documents on node instance types,
    managed services, ingress controllers, CNIs, etc.'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://learnkube.com/scaling-celery-rabbitmq-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An exceptional, step-by-step architectural guide on scaling distributed
    Python/Celery workers using Custom Metrics and RabbitMQ. Explains why scaling
    based on queue depth is superior to CPU-based HPA scaling for asynchronous workloads.
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Workload Scaling
  - Asynchronous Processing
  - Custom Metrics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'learnk8s.io: Scaling Celery workers with RabbitMQ on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/setting-cpu-memory-limits-requests:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'A highly structured, visual guide clarifying requests (scheduling floor)
    and limits (runtime ceiling).

    - Contrasts how CPU (compressible) vs Memory (non-compressible) behave when limits
    are exceeded.

    - Provides clear recommendations for setting optimal, cost-efficient margins.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Resource Planning
  - Requests and Limits
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "learnk8s.io: Setting the right requests and limits in Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/sidecar-containers-patterns:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A technical manual explaining sidecar patterns, detailing how multiple
    containers share network interfaces and storage volumes inside a single pod. Shows
    how this facilitates logging, mutual TLS injection, and runtime instrumentation
    without bloating core runtime software components.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Design Patterns
  - Multi-Container Pods
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnk8s.io: Extending applications on Kubernetes with multi-container pods'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/spring-boot-kubernetes-guide:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A highly technical deep dive into deployment strategies for Spring Boot
    microservices on Kubernetes, focusing on resource constraints, graceful shutdown,
    and container sizing. It bridges the gap between Java's JVM memory footprints
    and Kubernetes container limits. This guide remains an industry gold-standard
    reference for configuring thread pools and JVM ergonomics inside container environments.
  language: Java
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Kubernetes Deployment
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'learnk8s.io: Developing and deploying Spring Boot microservices on Kubernetes'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://learnkube.com/templating-yaml-with-code:
  description: "- TL;DR: You should use tools such as [yq](https://mikefarah.gitbook.io/yq)
    and kustomize to template YAML resources instead of relying on tools that interpolate
    strings such as [Helm](https://helm.sh).\n    - If you're working on large scale
    projects, you should consider using **real code** — you can find [hands-on examples
    on how to programmatically generate Kubernetes resources in Java, Go, Javascript,
    C# and Python in this repository](https://github.com/learnk8s/templating-kubernetes)."
  year: '2023'
  stars: 0
  ai_summary: Advocates for programmatic Kubernetes resource generation in real-world
    programming languages (Go, Python, Java) over raw text-interpolated tools like
    Helm. Details static typing validation advantages, testing, and GitOps orchestration
    scale benefits.
  language: Go
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Configuration Management
  - Declarative Templates
  - Programmatic Generation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Templating YAML in Kubernetes with real code
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/terraform-aks:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: An educational deep-dive into provisioning and bootstrapping an Azure
    Kubernetes Service (AKS) cluster using Terraform. Covers declarative infrastructure
    configuration, state management, and basic cluster connectivity verification.
  language: HCL
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Orchestration
  - AKS
  - Tutorials
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "learnk8s.io/terraform-aks \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://learnkube.com/terraform-eks:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An expert-level learning curriculum detailing production-ready Amazon
    EKS infrastructure provisioning using Terraform. Focuses on setting up IAM policies,
    custom security boundaries, and Managed Node Groups.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "learnk8s.io/terraform-eks \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://learnkube.com/terraform-gke:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A highly practical tutorial outlining GKE provisioning via Terraform.
    Guides engineers through VPC subnets, NAT gateway definition, and private cluster
    configuration patterns to ensure robust default network security boundaries.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - GCP
  - GKE Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "learnk8s.io/terraform-gke  \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://learnkube.com/terraform-lke:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A step-by-step technical guide demonstrating the deployment of Linode
    Kubernetes Engine (LKE) clusters via Terraform. It outlines provider definitions,
    pool topology configuration, and secure extraction of kubeconfig parameters.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Linode
  - Kubernetes Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "learnk8s.io/terraform-lke: Provisioning Kubernetes clusters on Linode with
    Terraform \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://learnkube.com/training:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A world-class instructional portal providing interactive labs and highly
    visual, deeply detailed tutorials designed to demystify complex Kubernetes networking
    and cluster topologies. Ideal for training enterprise engineering teams, it ensures
    robust mental models of container interactions and scheduling concepts.
  language: English
  resource_type: Course
  complexity: Beginner
  hierarchy:
  - Training
  - Interactive Learning
  - Beginner
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: learnk8s.io/first-steps
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://learnkube.com/troubleshooting-deployments:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A high-density visual guide detailing a deterministic flowchart for
    troubleshooting Kubernetes deployment failures. It systematically walks engineers
    through checking ingress, service routing, selector matching, and pod-level failures
    (e.g., CrashLoopBackOff).
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Observability
  - Debugging
  - Troubleshooting Guide
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'learnk8s.io: A visual guide on troubleshooting Kubernetes deployments'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://learnkube.com/validating-kubernetes-yaml:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A comprehensive operational guide detailing static analysis, policy
    enforcement, and structural schema validation of Kubernetes manifests using tools
    like Kube-score, Conftest, and Polaris.
  language: YAML
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Platform Engineering
  - Kubernetes Manifests
  - Validation & Linting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Validating Kubernetes YAML for best practice and policies \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://learntocloud.guide:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An open-source, highly structured educational roadmap designed to transition
    traditional sysadmins into proficient cloud engineers. It guides learners through
    networking, Linux administration, infrastructure as code, and cloud-native topologies.
    Live grounding highlights its massive adoption within the DevOps community.
  language: English
  resource_type: Guide/Education
  complexity: Beginner
  hierarchy:
  - Cloud Learning
  - Curriculum
  - Cloud Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: learntocloud.guide
  addition_method: manual
  v2_locations:
  - demos.md
https://leebriggs.co.uk/blog/2019/02/07/why-are-we-templating-yaml.html:
  addition_method: manual
  content_hash: f5fdab1c2c93daa1dab3c893da464653062f05a2304c8f524fd93c51873bbe75
  health_score: 100.0
  last_checked: 1779031827.335602
  v1_locations:
  - docs/yaml.md
https://legacy-controller-docs.ansible.com/ansible-tower:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Legacy documentation archive for Ansible Tower, Red Hat's proprietary
    enterprise web console and REST API dashboard for Ansible. Note that in recent
    product lifecycles, Ansible Tower has been superseded and integrated into the
    containerized Red Hat Ansible Automation Platform.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Enterprise Control
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Ansible Tower Docs
  addition_method: manual
  v2_locations:
  - ansible.md
https://lenshq.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The premier desktop IDE for Kubernetes administrators, offering unmatched
    multi-cluster management, real-time log streaming, resource debugging, and custom
    extensions. Extensively used to streamline production cluster maintenance.
  language: TypeScript
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Visual Ide
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Lens Kubernetes IDE \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://levelup.gitconnected.com/12-visual-studio-code-shortcuts-that-every-developer-must-know-8d6ce5fc3631:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030425.612099
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: 12 Visual Studio Code Shortcuts That Every Developer''
    Must Know'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    12 Visual Studio Code Shortcuts That Every Developer'' Must Know in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/5-bash-string-manipulation-methods-that-help-every-developer-49d4ee38b593:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031533.429266
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: 5 Bash String Manipulation Methods That Help Every''
    Developer'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    5 Bash String Manipulation Methods That Help Every'' Developer in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/5-git-commands-to-know-before-your-first-tech-job-or-internship-1b5856313338:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029613.230833
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: 5 Git Commands to Know Before Your First Tech''
    Job or Internship'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    5 Git Commands to Know Before Your First Tech'' Job or Internship in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/5-tips-for-troubleshooting-apps-on-kubernetes-835b6b539c24:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033074.309321
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: 5 tips for troubleshooting apps on Kubernetes'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    5 tips for troubleshooting apps on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/5-tips-to-design-for-multi-tenancy-architecture-5f7d55657d77:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034504.475763
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: 5 Tips To Design For Multi-Tenancy Architecture'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    5 Tips To Design For Multi-Tenancy Architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/5-tricks-to-take-your-kubernetes-skills-to-the-next-level-a5541baeb18e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031117.252881
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: 5 Tricks to take your Kubernetes skills to the''
    next level'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    5 Tricks to take your Kubernetes skills to the'' next level in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/access-kubernetes-objects-data-from-proc-directory-8d2ec6a0faba:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033500.324174
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "levelup.gitconnected.com: Access Kubernetes Objects Data From /Proc Directory'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Access Kubernetes Objects Data From /Proc Directory' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/automating-integration-and-deployment-to-remote-server-63a2b6576ebf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031422.452555
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Automating Integration and Deployment to Remote''
    Server'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Automating Integration and Deployment to Remote'' Server in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/aws-azure-gcp-resource-hierarchies-25b829127511:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032466.056114
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'AWS, Azure, GCP: Resource Hierarchies'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering AWS,
    Azure, GCP: Resource Hierarchies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/basics-of-ci-cd-a98340c60b04:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032223.554741
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==levelup.gitconnected.com: Basics of CI/CD=='
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==levelup.gitconnected.com:
    Basics of CI/CD== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/blue-green-with-canary-deployment-a-novel-approach-2cee77ff564d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031185.897583
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'gitconnected.com: Blue-Green with Canary Deployment — A Novel approach'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering gitconnected.com:
    Blue-Green with Canary Deployment — A Novel approach in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/concurrency-in-go-shared-memory-a2ef201b396b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033435.833543
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Concurrency in Go: shared memory'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Concurrency in Go: shared memory in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/continuous-integration-continuous-deployment-with-terraform-cloud-ad384f29d7a0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032170.853025
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Continuous Integration and Continuous Deployment''
    with Terraform Cloud'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Continuous Integration and Continuous Deployment'' with Terraform Cloud in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/deploying-simple-golang-webapp-to-kubernetes-25dc1736dcc4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033696.991862
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Deploying a Simple Golang Web App to Kubernetes'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Deploying a Simple Golang Web App to Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/digestible-devops-the-7-devops-practices-8bd8b34e1418:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033973.826324
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Digestible DevOps: The 7 DevOps Practices'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Digestible
    DevOps: The 7 DevOps Practices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/do-you-know-distributed-job-scheduling-in-microservices-architecture-44082adad8ac:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031302.168021
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "levelup.gitconnected.com: Do you know Distributed Job Scheduling in Microservices'
    Architecture? \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Do you know Distributed Job Scheduling in Microservices' Architecture? \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://levelup.gitconnected.com/effects-of-docker-image-size-on-autoscaling-w-r-t-single-and-multi-node-kube-cluster-29c4f689cd99
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030084.627652
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Effects of Docker Image Size on AutoScaling w.r.t''
    Single and Multi-Node Kube Cluster'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Effects of Docker Image Size on AutoScaling w.r.t'' Single and Multi-Node Kube
    Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/enforce-audit-policy-in-kubernetes-k8s-34e504733300:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032900.111723
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Enforce Audit Policy in Kubernetes (k8s)'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Enforce Audit Policy in Kubernetes (k8s) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/error-handling-in-event-driven-systems-1f0a7ef2cfb7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030614.836326
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Error Handling in Event-Driven Systems'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Error Handling in Event-Driven Systems in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/exploring-grafana-agent-flow-simplifying-monitoring-for-kubernetes-2a06a92614:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032056.840916
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Grafana Agent Flow: Simplifying Monitoring and''
    Telemetry Collection for Kubernetes Clusters'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Grafana Agent Flow: Simplifying Monitoring and'' Telemetry Collection for Kubernetes
    Clusters in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/first-try-on-java-operator-sdk-5a07f30771de:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033205.876547
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==levelup.gitconnected.com: First Try on Java Operator SDK=='
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==levelup.gitconnected.com:
    First Try on Java Operator SDK== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/flux-cd-getting-started-1a06671d718f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034326.332406
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Flux CD: Getting Started'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Flux CD: Getting Started in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/fully-explained-array-data-structure-in-python-67dd9a12b695:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031782.055355
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Fully Explained Array Data Structure in Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Fully Explained Array Data Structure in Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/generics-in-go-viva-la-revolution-e27898bf5495:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032683.847542
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Generics in Go: Viva La Revolution!'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Generics in Go: Viva La Revolution! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/getting-started-with-argocd-on-your-kubernetes-cluster-552ca5d8cf41:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034116.010071
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Getting Started With ArgoCD on your Kubernetes''
    Cluster'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Getting Started With ArgoCD on your Kubernetes'' Cluster in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/github-actions-self-hosted-runners-on-amazon-eks-spot-instances-bc3abcd5d38f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032832.926902
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: GitHub Actions, self-hosted runners on Amazon''
    EKS & spot instances'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    GitHub Actions, self-hosted runners on Amazon'' EKS & spot instances in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/github-may-replace-dockerhub-a5da5e547f01:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032699.184532
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==levelup.gitconnected.com: GitHub may replace DockerHub=='
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==levelup.gitconnected.com:
    GitHub may replace DockerHub== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/gitops-ci-cd-using-github-actions-and-argocd-on-kubernetes-909d85d37746:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032920.289509
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: GitOps: CI/CD using GitHub Actions and ArgoCD''
    on Kubernetes'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    GitOps: CI/CD using GitHub Actions and ArgoCD'' on Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/helm-101-for-developers-1c28e734937e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030561.549917
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Helm 101 for Developers'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Helm 101 for Developers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/helm-data-sharing-between-parent-and-child-chart-c4487a452d4e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032819.68044
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Helm — Data Sharing Between Parent and Child Chart'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Helm — Data Sharing Between Parent and Child Chart in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/helm-named-templates-de2efc3875d0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030034.509989
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Helm—Named Templates'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Helm—Named Templates in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/helm-vs-kustomize-navigating-kubernetes-configuration-complexity-ae86596c3cf2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032256.863067
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Helm vs. Kustomize: Navigating Kubernetes Configuration''
    Complexity'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Helm vs. Kustomize: Navigating Kubernetes Configuration'' Complexity in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/how-to-design-a-system-to-scale-to-your-first-100-million-users-4450a2f9703d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031416.282685
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: How to design a system to scale to your first''
    100 million users'
  v1_locations:
  - docs/databases.md
  - docs/introduction.md
  v2_locations:
  - databases.md
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    How to design a system to scale to your first'' 100 million users in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/how-to-guess-the-right-size-for-your-kubernetes-pods-9c88686fec:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031805.01837
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==levelup.gitconnected.com: How to guess the right size for your Kubernetes''
    Pods?=='
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==levelup.gitconnected.com:
    How to guess the right size for your Kubernetes'' Pods?== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/how-to-manage-your-technical-backlog-868415f8eea9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034391.884973
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: How to manage your technical backlog'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    How to manage your technical backlog in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/installing-exploring-the-kube-prometheus-project-eef375d49f6b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030299.719387
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Installing & Exploring the Kube-Prometheus Project'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Installing & Exploring the Kube-Prometheus Project in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/introduction-to-helm-dashboard-dddf43e38cc2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032254.693819
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Introduction to Helm Dashboard'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Introduction to Helm Dashboard in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/kafka-for-engineers-975feaea6067:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031714.50831
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "levelup.gitconnected.com: Kafka for Engineers \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Kafka for Engineers \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/kubernetes-101-secrets-20d068ab0563:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033665.750204
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Kubernetes 101: Secrets'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Kubernetes 101: Secrets in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/kubernetes-101-understanding-the-basics-of-container-orchestration-898562f45651:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031537.784666
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Kubernetes 101: Understanding the Basics of Container''
    Orchestration'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Kubernetes 101: Understanding the Basics of Container'' Orchestration in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://levelup.gitconnected.com/kubernetes-autoscaling-101-cluster-autoscaler-horizontal-pod-autoscaler-and-vertical-pod-2a441d9ad231
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032036.656854
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'gitconnected.com: Kubernetes Autoscaling 101: Cluster Autoscaler, Horizontal''
    Pod Autoscaler, and Vertical Pod Autoscaler'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering gitconnected.com:
    Kubernetes Autoscaling 101: Cluster Autoscaler, Horizontal'' Pod Autoscaler, and
    Vertical Pod Autoscaler in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/kubernetes-monitoring-101-core-pipeline-services-pipeline-a34cd4cc9627:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030422.40055
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Kubernetes Monitoring 101 — Core pipeline & Services Pipeline
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Kubernetes
    Monitoring 101 — Core pipeline & Services Pipeline in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/kubernetes-planternetes-v1-28-non-graceful-node-shutdown-feature-8608d5073519:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032134.57435
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Kubernetes Planternetes v1.28: Non-Graceful Node''
    Shutdown Feature'
  v1_locations:
  - docs/kubernetes-releases.md
  v2_locations:
  - kubernetes-releases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Kubernetes Planternetes v1.28: Non-Graceful Node'' Shutdown Feature in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/kubernetes-with-coredns-e40772c5e6ee:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030975.483361
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Kubernetes with CoreDNS'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Kubernetes with CoreDNS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/master-sparkml-practical-guide-for-machine-learning-1efe1bd9cdce:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029171.970143
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Master SparkML: Practical Guide for Machine Learning'
  v1_locations:
  - docs/kubernetes-bigdata.md
  v2_locations:
  - kubernetes-bigdata.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Master SparkML: Practical Guide for Machine Learning in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/micro-frontend-architecture-794442e9b325:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029938.84022
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Micro Frontend Architecture'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Micro Frontend Architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/multi-tenant-application-a29153d31c5a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030014.710079
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Multi-Tenant Application'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Multi-Tenant Application in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/nestjs-microservices-with-grpc-api-gateway-and-authentication-part-1-2-650009c03686:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029364.8555
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: NestJS: Microservices with gRPC, API Gateway,''
    and Authentication — Part 1/2'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    NestJS: Microservices with gRPC, API Gateway,'' and Authentication — Part 1/2
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/openshift-the-next-level-of-kubernetes-6d58ad722b26:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029796.137478
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: OpenShift — The Next Level of Kubernetes'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    OpenShift — The Next Level of Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/operators-extending-kubernetes-capabilities-184df001b7e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031255.354061
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==levelup.gitconnected.com: Operators : Extending Kubernetes Capabilities=='
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==levelup.gitconnected.com:
    Operators : Extending Kubernetes Capabilities== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/running-workflows-on-windows-with-jenkins-pipeline-and-kubernetes-52752a89a0e7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031117.415963
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Running Workflows on windows with Jenkins pipeline''
    and Kubernetes'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Running Workflows on windows with Jenkins pipeline'' and Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/scale-your-apps-using-keda-in-kubernetes-a1f2142ecc20:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029992.855584
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Scale your Apps using KEDA in Kubernetes'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Scale your Apps using KEDA in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://levelup.gitconnected.com/setting-up-application-load-balancer-ingress-for-the-pods-running-in-aws-eks-fargate-519e20e97497
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033342.610533
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Setting up Application Load Balancer (Ingress)''
    for the Pods running in AWS EKS Fargate'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Setting up Application Load Balancer (Ingress)'' for the Pods running in AWS EKS
    Fargate in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/short-using-iac-over-clickops-229e919b5373:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031333.368106
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Short: Using IaC over Clickops'
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Short: Using IaC over Clickops in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/start-your-scripting-journey-today-bash-script-part-1-46cbddf4e4e7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031676.54753
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Start Your Scripting Journey Today | Bash Script''
    — Part 1'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Start Your Scripting Journey Today | Bash Script'' — Part 1 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/step-by-step-slow-guide-kubernetes-dashboard-on-raspberry-pi-cluster-part-2-acdc8f9b5b99:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032105.716571
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Step by Step Slow Guide: Kubernetes Dashboard''
    on Raspberry Pi Cluster (Part 2)'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Step by Step Slow Guide: Kubernetes Dashboard'' on Raspberry Pi Cluster (Part
    2) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/the-core-of-kubernetes-security-clusters-5d9a69f1dba4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030005.370236
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: The Core of Kubernetes Security: Clusters'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    The Core of Kubernetes Security: Clusters in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/top-30-git-commands-you-should-know-to-master-git-cli-f04e041779bc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030201.986409
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Top 30 Git Commands You Should Know To Master''
    Git CLI'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Top 30 Git Commands You Should Know To Master'' Git CLI in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/truth-about-soap-vs-rest-vs-grpc-vs-graphql-checklist-f50bcb475adf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029225.547651
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Truth About { SOAP vs REST vs GRPC vs GraphQL''
    } Checklist'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Truth About { SOAP vs REST vs GRPC vs GraphQL'' } Checklist in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/vim-a-how-to-guide-55f63bfdcff:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034041.430409
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: Vim: A How-To Guide'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    Vim: A How-To Guide in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://levelup.gitconnected.com/whats-wrong-with-your-crudy-interfaces-besides-everything-bde4f4c8cb8a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031696.482288
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'levelup.gitconnected.com: What’s Wrong With Your CRUD APIs— Besides Everything?'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering levelup.gitconnected.com:
    What’s Wrong With Your CRUD APIs— Besides Everything? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://liavyona09.medium.com/spice-up-your-kubernetes-environment-with-aws-lambda-a07d81347607:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030011.702784
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'liavyona09.medium.com: Spice up Your Kubernetes Environment with AWS Lambda'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering liavyona09.medium.com:
    Spice up Your Kubernetes Environment with AWS Lambda in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://libguestfs.org/guestfish.1.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An interactive command-line shell that enables safe, direct manipulation
    of virtual machine disk images without running the actual virtual machine. Allows
    direct filesystem edits, configuration injects, and recovery procedures across
    VM formats.
  language: C
  resource_type: Utility Tool
  complexity: Advanced
  hierarchy:
  - Linux
  - Virtualization
  - Disk Utilities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Guestfish
  addition_method: manual
  v2_locations:
  - linux.md
https://libropython.es:
  addition_method: automatic
  ai_summary: A modern, community-driven Spanish translation of the foundational book
    'Think Python' (Piensa en Python), curated and localized by Miguel Ángel Durán
    (midudev) in 2026. This version integrates modern tooling such as interactive
    Jupyter Notebooks and Google Colab, guiding students through core programming
    logic, algorithms, and an introduction to agentic language models. An exceptional
    pedagogical asset for the Spanish-speaking software engineering community. [SPANISH
    CONTENT]
  category: python
  complexity: Beginner
  content_hash: f866d5105ee689f8847bb6b0587d1602863650101615c2facd969cde18b5af08
  description: Think Python en español es una versión moderna y gratuita del clásico
    libro de programación. Combina teoría, ejercicios prácticos y cuadernos interactivos
    de Google Colab para aprender a programar con lógica profesional. [SPANISH CONTENT]
  hierarchy:
  - Programming Languages
  - Python
  - Computer Science Foundations
  - Spanish Community
  is_microservice: false
  language: Spanish
  last_checked: 1780352282.81461
  reputation_status: Vetted
  reputation_summary: A widely praised translation of the classic 'Think Python' book
    by Miguel Ángel Durán (midudev), incorporating modern learning environments like
    Google Colab.
  resource_type: document
  social_preview_url: https://libropython.es/og-image.jpg
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[COMMUNITY-TOOL]'
  title: Think Python en espanol (Piensa en Python)
  year: '2026'
https://librosgratis.dev:
  addition_method: automatic
  ai_summary: 'A collaborative open-source web library compiling a massive index of
    free programming books and technical reference guides written in Spanish.

    * Categorizes books and materials systematically by programming languages (JavaScript,
    Python, Rust), databases (SQL), and DevOps ecosystems.

    * Features a highly optimized, editorial-style interface designed for rapid navigation
    and frictionless community contributions. [SPANISH CONTENT]'
  category: elearning
  complexity: beginner
  content_hash: 74b0ffe1329d246d883072cbd3403419b49e37889fb168b5f566e4c932217aac
  description: Biblioteca viva de libros y guías gratuitas de programación en español,
    organizada por tecnologías y niveles.
  hierarchy:
  - Software Engineering
  - E-Learning
  - Spanish Technical Content
  is_microservice: false
  language: es
  last_checked: 1780352686.744496
  reputation_status: Vetted
  reputation_summary: Well-known and actively recommended within Spanish-speaking
    developer circles (including promotion by midudev) as an exceptional repository
    of open-access software engineering literature.
  resource_type: website
  social_preview_url: https://librosgratis.dev/og-preview.svg
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: developer-resources
  tags:
  - GUIDE
  - COMMUNITY-TOOL
  title: librosgratis.dev
  year: '2026'
https://lightstep.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031202.786559
  stars: 0
  title: lightstep.com
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://linbit.com/kubernetes:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: LINSTOR is an open-source storage orchestration engine designed by LINBIT
    that coordinates block storage nodes using native Linux features like DRBD, LVM,
    and ZFS. It offers highly performant, low-overhead volume management, providing
    cluster architects with bare-metal storage speeds in Kubernetes.
  language: Java
  resource_type: Platform
  complexity: High
  hierarchy:
  - Storage
  - Kubernetes Storage
  - High Performance Block Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linbit.com: LINSTOR - kubernetes persistent container storage'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://linkerd.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The ultra-lightweight, CNCF-graduated Linkerd service mesh. Built on
    a custom Rust data-plane proxy, it delivers security (automatic mTLS), latency
    optimization, and traffic management with minimal CPU and RAM overhead.
  language: Rust
  resource_type: open-source-tool
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Linkerd
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Linkerd
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://linkerd.io/2.10/tasks/multicluster/index.html:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Operational documentation outlining multi-cluster connection procedures
    with Linkerd. Explains the use of gateway pods, service mirroring, and cross-cluster
    trust configuration using unified cert credentials.
  language: Rust
  resource_type: documentation
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Linkerd
  - Multi-Cluster
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'linkerd.io: Multi-cluster communication'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://linkerd.io/2020/06/09/announcing-linkerd-2.8:
  addition_method: manual
  content_hash: e1008643b03cbf91d8846594c7fff108d18195c3bd34bec735aecaa9a91f1397
  description: ''
  health_score: 100.0
  last_checked: 1779031591.703108
  stars: 0
  status: online
  title: 'Announcing Linkerd 2.8: simple, secure multi-cluster Kubernetes'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://linkerd.io/2020/06/09/announcing-linkerd-2.8/index.html:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Announces Linkerd 2.8, which introduced secure, transparent multi-cluster
    networking. Facilitates seamless cross-cluster communication while preserving
    cryptographic security boundaries and pod-to-pod identity checking.
  language: Rust
  resource_type: documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Linkerd
  - Releases
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'Announcing Linkerd 2.8: simple, secure multi-cluster Kubernetes'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://linkerd.io/2021/05/27/linkerd-vs-istio-benchmarks/index.html:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Performance benchmarks contrasting Linkerd's Rust proxy directly against
    Istio's C++ Envoy proxy. Highlights resource-usage margins (specifically CPU and
    memory efficiency) under load.
  language: Rust
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Performance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'linkerd.io: Benchmarking Linkerd and Istio'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://linkerd.io/2021/07/28/announcing-cncf-graduation:
  addition_method: manual
  content_hash: f25aabde3801ad31bd970b31a10178fd5f2d71fc2c6e68ed48ad41240f834751
  description: ''
  health_score: 100.0
  last_checked: 1779029374.577794
  stars: 0
  status: online
  title: 'linkerd.io: Announcing Linkerd''s Graduation'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://linkerd.io/2021/07/28/announcing-cncf-graduation/index.html:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Announces Linkerd's formal graduation in the CNCF. This milestone verified
    the project's production maturity, broad commercial adoption, and strict open-source
    governance processes.
  language: Rust
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Linkerd
  - Milestones
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'linkerd.io: Announcing Linkerd''s Graduation'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://linkerd.io/2021/11/29/linkerd-vs-istio-benchmarks-2021/index.html:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An updated performance benchmark analysis of Linkerd and Istio. Uses
    open-source suites to measure p99 latencies and memory consumption across varying
    loads, showcasing the efficiency of Linkerd's Rust proxies.
  language: Rust
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Performance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'linkerd.io: Benchmarking Linkerd and Istio: 2021 Redux'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://linkerd.io/2021/12/28/using-kubernetess-new-bound-service-account-tokens-for-secure-workload-identity:
  addition_method: manual
  content_hash: ec9d042e3c08dbd75b50b0c7e5508936b905256309179f75431203eb23e2f976
  description: ''
  health_score: 100.0
  last_checked: 1779031543.692146
  stars: 0
  status: online
  title: 'linkerd.io: Using Kubernetes''s new Bound Service Account Tokens for secure''
    workload identity'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://linkerd.io/2021/12/28/using-kubernetess-new-bound-service-account-tokens-for-secure-workload-identity/index.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines Linkerd's transition to Kubernetes Bound Service Account Tokens
    (TokenRequest API). Explains the security benefits of using tokens containing
    specific audiences, node bindings, and short lifetimes to mitigate credential
    leakage risks.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - Workload Identity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'linkerd.io: Using Kubernetes''s new Bound Service Account Tokens for secure
    workload identity'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://linkerd.io/2022/03/09/announcing-automated-multi-cluster-failover-for-kubernetes:
  addition_method: manual
  content_hash: 8c088bb2c55479efa951a6cfa955246bebc283d62ced9f20c4c7ace840a632af
  description: ''
  health_score: 100.0
  last_checked: 1779032091.253984
  stars: 0
  status: online
  title: 'linkerd.io: Announcing automated multi-cluster failover for Kubernetes'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://linkerd.io/2022/03/09/announcing-automated-multi-cluster-failover-for-kubernetes/index.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Details automated multi-cluster failover mechanisms introduced in Linkerd.
    Highlights how target health probes automatically steer cross-cluster traffic
    to healthy regions during local system outages.
  language: Rust
  resource_type: documentation
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Linkerd
  - High Availability
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'linkerd.io: Announcing automated multi-cluster failover for Kubernetes'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://linoxide.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029899.104247
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "linoxide.com \U0001F31F"
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering linoxide.com
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://linoxide.com/linux-command/use-ip-command-linux:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032361.028584
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '**ip command**: How to use IP Command in Linux with Examples'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering **ip
    command**: How to use IP Command in Linux with Examples in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://linux.101hacks.com:
  description: ''
  year: '2009'
  stars: 3
  ai_summary: An extensive list of command-line shortcuts, system configurations,
    and utility operations designed to optimize server interactions. Live Grounding
    notes that while command defaults have updated, the fundamentals of text manipulation
    remain relevant.
  language: N/A
  resource_type: Book
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Terminal Environment
  - Tricks & Tweaks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Linux 101 Hacks
  addition_method: manual
  v2_locations:
  - linux.md
https://linux.amitmaheshwari.in/2019/11/kubernetes-interview-questions-and.html:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Foundational interview review illustrating early Kubernetes core components.
    Outlines architectural roles for etcd, the API server, kube-scheduler, kube-controller-manager,
    and pod lifecycle semantics.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Container Orchestration
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Kubernetes Interview Questions and Answers 2019 2020
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://linux.slashdot.org/story/21/11/27/0328223/aws-embraces-fedora-linux-for-its-cloud-based-amazon-linux:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Announces Amazon Linux 2022 (later AL2023), transitioning the base operating
    system platform to Fedora. This shift promises a predictable two-year release
    cycle, faster access to up-to-date upstream packages, and refined SELinux security
    defaults. It provides an optimized, modern runtime layer for containerized microservices
    and virtualized EC2 execution.
  language: English
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Compute
  - Operating Systems
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'linux.slashdot.org: AWS Embraces Fedora Linux for Its Cloud-Based ''Amazon
    Linux'''
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://linuxacademy.com/blog/containers/kubernetes-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030882.650531
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: linuxacademy
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering linuxacademy
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://linuxacademy.com/blog/red-hat/ansible-roles-explained:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033222.610395
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Ansible Roles Explained | Cheat Sheet
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Ansible
    Roles Explained | Cheat Sheet in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://linuxconfig.org/python-tuples:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029225.48796
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "linuxconfig.org: python tuples \U0001F31F"
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering linuxconfig.org:
    python tuples \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://linuxctl.com/2017/01/ansible---interacting-with-external-rest-api:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: Classic technical overview of API orchestration inside Ansible. Demonstrates
    raw RESTful request design to manage legacy web applications that lack official
    content collections.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible Integration
  - API Automation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'linuxctl.com: Ansible - Interacting with external REST API'
  addition_method: manual
  v2_locations:
  - ansible.md
https://linuxera.org/writing-operators-using-operator-framework:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A detailed technical guide explaining how to scaffold and manage the
    operational lifecycle of operators using the CNCF Operator Framework SDK. It highlights
    the differences between Go, Ansible, and Helm-based operator pipelines. Reconciled
    with 2026 standards, the SDK remains the gold standard for platform teams enforcing
    GitOps standards.
  language: Go
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Extension
  - Operator SDK
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'linuxera.org: Writing Operators using the Operator Framework SDK'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://linuxhandbook.com/cheatsheets/yum:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A targeted documentation reference detailing Yellowdog Updater, Modified
    (YUM) CLI syntax. Curator Insight underscores its convenience for RHEL-based systems.
    Live Grounding clarifies its transition to DNF in modern corporate OS environments,
    positioning this as vital legacy knowledge.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Operating Systems
  - Package Management
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'linuxhandbook.com: Yum Command Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://linuxhandbook.com/container-lifecycle-docker-commands:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Excellent analytical guide covering state transitions within a Docker
    container lifecycle. Explains deep distinctions between create, start, run, pause,
    stop, and kill operational phases, with real-world troubleshooting diagnostics.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Virtualization & Containers
  - Docker
  - CLI Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linuxhandbook.com: Docker Commands for Managing Container Lifecycle (Definitive
    Guide)'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://linuxhandbook.com/variables-bash-script:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An analytical deep dive into advanced variable assignments, dereferencing,
    and parameter expansions inside Bash. The text uncovers obscure but powerful syntax
    options to streamline operations without subprocesses. Live Grounding demonstrates
    how these strategies avoid performance degradation during execution loops.
  language: Bash
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Language Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linuxhandbook.com: Unusual Ways to Use Variables Inside Bash Scripts'
  addition_method: manual
  v2_locations:
  - linux.md
https://linuxhandbook.com/yaml-basics:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A comprehensive reference detailing common YAML errors and formatting
    rules. It walks through complex structures such as lists of mappings, inline JSON
    arrays, and multi-line literal vs folded strings. This is a core reference for
    resolving linting issues.
  language: N/A
  resource_type: article
  complexity: beginner
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "linuxhandbook.com: YAML Basics Every DevOps Engineer Must Know \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://linuxhandbook.com/yum-cheatsheet:
  addition_method: manual
  content_hash: 8fd103d43d30f1b3cf4ab8c62f8872dc5bb864148c6e8e8f56dc374e171a39f8
  description: ''
  health_score: 100.0
  last_checked: 1779031468.964845
  stars: 0
  status: online
  title: 'linuxhandbook.com: Yum Command Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://linuxjourney.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034306.374281
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: linuxjourney.com
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering linuxjourney.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://linuxjourney.com/lesson/the-shell:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029878.216581
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: linuxjourney.com commandline
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering linuxjourney.com
    commandline in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://linuxtechlab.com/ansible-tutorial-simple-commands:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on instant-impact shell execution using Ansible ad hoc commands.
    Details fast syntax constructs for basic file copying, service manipulation, shell
    executions, and quick state analysis without the overhead of writing full-scale
    playbooks.
  language: Shell
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Quickstart
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'linuxtechlab.com: Ansible Tutorial: Introduction to simple Ansible commands'
  addition_method: manual
  v2_locations:
  - ansible.md
https://linuxtechlab.com/learn-create-dockerfile-example:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Practical walkthrough demonstrating how to construct secure, optimized,
    and multi-staged Dockerfiles. Discusses layer caching optimizations, base-image
    selection (e.g., Alpine vs. Debian), and security isolation options. (Live Grounding:
    Standard foundational knowledge that remains critical for building minimal, vulnerable-free
    runtime containers).'
  language: Dockerfile
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Containerization
  - Docker
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'linuxtechlab.com: How to create a Dockerfile with some dockerfile examples'
  addition_method: manual
  v2_locations:
  - demos.md
https://linuxtechlab.com/search-a-file-in-linux-using-find-locate-command:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: Contrasts the real-time recursive indexing of find with the database-driven
    speeds of locate. Outlines production considerations, security patterns, and execution
    performance when managing millions of system files.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - Storage & File Systems
  - File Search Utilities
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'linuxtechlab.com: Search a file in Linux using Find & Locate command'
  addition_method: manual
  v2_locations:
  - linux.md
https://liora.io/en/azure-devops-pipeline-yaml-why-configure-ci-cd-pipelines-with-yaml:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Explains why engineering organizations have shifted from legacy visual
    pipelines to declarative YAML configurations. While curator insights focus on
    basic configuration-as-code benefits, 2026 realities highlight that YAML pipelines
    are indispensable for implementing security guardrails, branch-protection policies,
    and dynamic template validation.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud DevOps
  - CI-CD Pipelines
  - Infrastructure as Code
  - Declarative Pipelines
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'datascientest.com: Azure DevOps Pipeline YAML: why configure CI/CD pipelines
    with YAML?'
  addition_method: manual
  v2_locations:
  - azure.md
https://liora.io/en/azure-devops-vs-github-actions-which-is-the-best-ci-cd-tool:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A comparative architectural breakdown of Azure DevOps and GitHub Actions,
    analyzing task structures, marketplace ecosystems, and integration capabilities.
    In 2026, GitHub Actions is the preferred choice for greenfield and open-source
    projects, while Azure DevOps remains the standard for large enterprise portfolios
    with legacy dependencies.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud DevOps
  - CI-CD Pipelines
  - Platform Selection
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'datascientest.com: Azure DevOps vs GitHub Actions: Which is the best CI/CD
    tool?'
  addition_method: manual
  v2_locations:
  - azure.md
https://liquidat.wordpress.com/2016/06/27/howto-writing-an-ansible-module-for-a-rest-api:
  addition_method: manual
  content_hash: 80e15363d4e39a54c634ff4414f45f692ec551eb28c4e9a11c14bd7de336c814
  health_score: 100.0
  last_checked: 1779029377.986472
  needs_ai_refresh: true
  v1_locations:
  - docs/ansible.md
https://liquidat.wordpress.com/2021/08/15/good-bye-red-hat:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An insider retrospective detailing the architectural and cultural transitions
    at Red Hat post-IBM acquisition. It serves as a case study for senior architects
    and business leaders evaluating the fragile relationship between corporate engineering
    interests and open-source community health.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Corporate Engineering Culture
  - Personal Perspective
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'liquidat.wordpress.com: Good bye Red Hat'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://lisowski0925.medium.com/using-kubernetes-csrs-and-rbac-for-cluster-user-authentication-and-authorization-9df5498655cd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029371.125907
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'lisowski0925.medium.com: Using Kubernetes Certificate Signing Requests and''
    RBAC for User Authentication and Authorization'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering lisowski0925.medium.com:
    Using Kubernetes Certificate Signing Requests and'' RBAC for User Authentication
    and Authorization in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://livecodestream.dev/post/2020-08-21-git-concepts-and-workflow-for-beginners:
  addition_method: manual
  content_hash: 173202ab6dc904439d9dc9c6336d322758dae7c8b36dddde212069261fc00577
  description: ''
  health_score: 100.0
  last_checked: 1779030971.164697
  stars: 0
  status: online
  title: 'livecodestream.dev: Git Concepts and Workflow for Beginners'
  v1_locations:
  - docs/git.md
  year: N/A
https://livecodestream.dev/post/five-advanced-git-concepts-that-make-you-look-like-a-pro:
  addition_method: manual
  content_hash: 173202ab6dc904439d9dc9c6336d322758dae7c8b36dddde212069261fc00577
  description: ''
  health_score: 100.0
  last_checked: 1779030706.047785
  stars: 0
  status: online
  title: 'livecodestream.dev: Five Advanced Git Concepts that Make You Look Like a''
    Pro'
  v1_locations:
  - docs/git.md
  year: N/A
https://livingdevops.com/devops/10-real-world-kubernetes-troubleshooting-scenarios-and-solutions:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This compilation details ten authentic, highly technical outage scenarios
    encountered in production Kubernetes clusters, complete with step-by-step diagnostic
    paths and resolutions. It covers complex issues like DNS resolution failure, certificate
    expiration, and stateful volume mounting locks. The practical nature of these
    scenarios makes this an invaluable resource for active operations teams.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Playbooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 10 Real-World Kubernetes Troubleshooting Scenarios and Solutions
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
  - devops.md
https://localstack.cloud:
  addition_method: manual
  content_hash: 2a76ebcbf6fffb7e59e729e088ea3597514f1c58cfa6e5088a1394589c4b0e17
  description: ''
  health_score: 100.0
  last_checked: 1779029148.253445
  stars: 0
  status: online
  title: localstack.cloud
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://locust.io:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: An open-source, developer-centric performance testing tool that enables
    writing load scenarios in pure Python. It avoids fragile XML configuration files
    by favoring dynamic, code-as-configuration scripts, allowing engineering teams
    to scale out tests across millions of concurrent users using an event-driven greenlet
    model.
  language: Python
  resource_type: Framework
  complexity: Intermediate
  hierarchy:
  - Testing
  - Performance Testing
  - Locust
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Locust
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://loft-sh.medium.com/10-essentials-for-kubernetes-access-control-a67ae72977dd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029274.174398
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'loft-sh.medium.com: 10 Essentials for Kubernetes Access Control'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering loft-sh.medium.com:
    10 Essentials for Kubernetes Access Control in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://loft-sh.medium.com/how-virtual-kubernetes-clusters-can-speed-up-your-local-development-e5645614a3c5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029916.40686
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'loft-sh.medium.com: How Virtual Kubernetes Clusters Can Speed Up Your Local''
    Development'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering loft-sh.medium.com:
    How Virtual Kubernetes Clusters Can Speed Up Your Local'' Development in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://loft-sh.medium.com/kubernetes-network-policies-a-practitioners-guide-c9bb4cdd0dbc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029594.225599
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "loft-sh.medium.com: Kubernetes Network Policies: A Practitioner’s Guide'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering loft-sh.medium.com:
    Kubernetes Network Policies: A Practitioner’s Guide' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://loft-sh.medium.com/kubernetes-statefulset-examples-best-practices-902cd50f7fff:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033663.21966
  stars: 0
  title: 'loft-sh.medium.com: Kubernetes StatefulSet — Examples & Best Practices'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/10-essentials-for-kubernetes-multi-tenancy:
  addition_method: manual
  content_hash: 22d19aae8b023938844cffd26143b4fb4190c7b88a5a80905630db927b8ce956
  description: ''
  health_score: 100.0
  last_checked: 1779031017.713194
  stars: 0
  status: online
  title: 'loft.sh: 10 Essentials For Kubernetes Multi-Tenancy'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/checklist-for-kubernetes-based-development:
  addition_method: manual
  content_hash: 4cd281415d30ca4ff222d0ac17b508936a53c74664f334ed8ff5ea4f33bb4887
  description: ''
  health_score: 100.0
  last_checked: 1779030673.85078
  stars: 0
  status: online
  title: "loft.sh: Checklist for Kubernetes-Based Development \U0001F31F"
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://loft.sh/blog/docker-compose-to-kubernetes-step-by-step-migration:
  addition_method: manual
  content_hash: 824c1816da043e3adaf73df0a784afc793459b47e3d40d86804e2b7f1bf187d9
  description: ''
  health_score: 100.0
  last_checked: 1779032157.682337
  stars: 0
  status: online
  title: "loft.sh: Docker Compose to Kubernetes: Step-by-Step Migration \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/gitops-kubernetes-explained:
  addition_method: manual
  content_hash: 53e6c98eb720500ca689bbec0a4f1d555069edc6e8113d4a05d1936092d4bb68
  description: ''
  health_score: 100.0
  last_checked: 1779031340.002232
  stars: 0
  status: online
  title: 'loft.sh: GitOps + Kubernetes Explained'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://loft.sh/blog/how-to-set-up-kubernetes-requests-and-limits:
  addition_method: manual
  content_hash: 3a675c7749d009f94d3fc6decd154b7a6af0c2e1bbe7ade58a5b531816be8b11
  description: ''
  health_score: 100.0
  last_checked: 1779031759.348793
  stars: 0
  status: online
  title: 'loft.sh: How to Set Up Kubernetes Requests and Limits'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/kubernetes-admission-controllers-what-they-are-and-why-they-matter:
  addition_method: manual
  content_hash: f575d6cf646af7baa351282e47e6fe95ef502ada5be8646998a811c269e90602
  description: ''
  health_score: 100.0
  last_checked: 1779030736.769112
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes Admission Controllers: What They Are and Why They Matter'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/kubernetes-and-ldap-enterprise-authentication-for-kubernetes:
  addition_method: manual
  content_hash: 58336cdb82fef162f3126705ea74fd1526da26f57cadb68f97245b6e659c44b5
  description: ''
  health_score: 100.0
  last_checked: 1779034497.569584
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes and LDAP: Enterprise Authentication for Kubernetes'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://loft.sh/blog/kubernetes-cost-monitoring-with-prometheus-and-grafana:
  addition_method: manual
  content_hash: 8d2fa09804a391982ec003b89b1c5dc2653a8f24c14d8038f90998b8dea27921
  description: ''
  health_score: 100.0
  last_checked: 1779033917.570062
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes Cost Monitoring with Prometheus & Grafana'
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://loft.sh/blog/kubernetes-cost-savings:
  addition_method: manual
  content_hash: 512a235e1ff0b7ed4f57b48c6b84a64876c3f7613e7e74f913342555e1a062b4
  description: ''
  health_score: 100.0
  last_checked: 1779031126.156508
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes Cost Savings By Reducing The Number Of Clusters'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/kubernetes-dashboards-headlamp:
  addition_method: manual
  content_hash: c387d5f2fd50eecb4253b11b554b718f310f51289c033385d5d57258e92a3425
  description: ''
  health_score: 100.0
  last_checked: 1779031429.475455
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes Dashboards: Headlamp'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://loft.sh/blog/kubernetes-development-environments-comparison:
  addition_method: manual
  content_hash: 0e29278d881a8f6776167ec6bdea0160bff02f0ce312c2939e2d55b143a9a99c
  description: ''
  health_score: 100.0
  last_checked: 1779029679.128204
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes Development Environments – A Comparison'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://loft.sh/blog/kubernetes-monitoring-dashboards-5-best-open-source-tools:
  addition_method: manual
  content_hash: ddabb7c5ff924b4a5fb7196428115b00e91ee150bacb4f6e48ca4b3aa76b4a8f
  description: ''
  health_score: 100.0
  last_checked: 1779030736.774158
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes Monitoring Dashboards - 5 Best Open-Source Tools'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://loft.sh/blog/kubernetes-multi-tenancy-why-virtual-clusters-are-the-best-solution:
  addition_method: manual
  content_hash: a303dfff3d7707b8952c8b126315047d6c58f6e995e8ba8a894c13f8c5c74511
  description: ''
  health_score: 100.0
  last_checked: 1779029068.301267
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes Multi-Tenancy: Why Virtual Clusters Are The Best Solution'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/kubernetes-network-policies-a-practitioners-guide:
  addition_method: manual
  content_hash: 9e6a89f3124705b8c291f0e8a986c7a4f5d1e4fc66c40487027de86d4f1930d6
  description: ''
  health_score: 100.0
  last_checked: 1779029246.891662
  stars: 0
  status: online
  title: "loft.sh: Kubernetes Network Policies: A Practitioner's Guide \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://loft.sh/blog/kubernetes-network-policies-for-isolating-namespaces:
  addition_method: manual
  content_hash: 244df131649df88f17e028995910d6c9dfa6cbe3645fb75c88d51b2a5434f966
  description: ''
  health_score: 100.0
  last_checked: 1779034039.874113
  stars: 0
  status: online
  title: "loft.sh: Kubernetes Network Policies for Isolating Namespaces \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://loft.sh/blog/kubernetes-nginx-ingress-10-useful-configuration-options:
  addition_method: manual
  content_hash: da34442488b79340a7becf13144fe882f8fc2121c4e7a235fe0d226fce0ee10e
  description: ''
  health_score: 100.0
  last_checked: 1779030954.748955
  stars: 0
  status: online
  title: "==loft.sh: Kubernetes NGINX Ingress: 10 Useful Configuration Options== \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://loft.sh/blog/kubernetes-on-windows-6-life-saving-tools-and-tips:
  addition_method: manual
  content_hash: fa28fe7032a5c397437a305a55aed5404bc316b3ad440442bba2a8b6d1437381
  description: ''
  health_score: 100.0
  last_checked: 1779031442.805654
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes on Windows: 6 Life-Saving Tools & Tips'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/kubernetes-rbac-basics-and-advanced-patterns:
  addition_method: manual
  content_hash: b731d83433777dfc4f031101136e8ccc3b63d764bd64613a953e001cdc416ed0
  description: ''
  health_score: 100.0
  last_checked: 1779030207.886359
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes RBAC: Basics and Advanced Patterns'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://loft.sh/blog/kubernetes-readiness-probes-examples-common-pitfalls:
  addition_method: manual
  content_hash: df221a2ca8fc8645d4b7c8ad16bb4a1c9a3875aebe631aac2189a8dad17dbcbb
  description: ''
  health_score: 100.0
  last_checked: 1779034423.292978
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes Readiness Probes - Examples & Common Pitfalls'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/kubernetes-statefulset-examples-and-best-practices:
  addition_method: manual
  content_hash: 2a2334056751d73be559454db2e154eac7fa4b04b8d56e5c95916cba7ee3701b
  description: ''
  health_score: 100.0
  last_checked: 1779032900.440128
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes StatefulSet - Examples & Best Practices'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/kubernetes-virtual-clusters-for-ci-cd-testing:
  addition_method: manual
  content_hash: 03d39972e3d20c3acfd8d63dec4947eea033c33ecaa00e4612b78e64462c2589
  description: ''
  health_score: 100.0
  last_checked: 1779033501.120233
  stars: 0
  status: online
  title: 'loft.sh: Kubernetes: Virtual Clusters For CI/CD & Testing'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/multi-tenant-kubernetes-clusters-challenges-and-useful-tooling:
  addition_method: manual
  content_hash: f1e0316a590c8f83963277692b994c8b1e3ad8ec0f9471d4d453a5b260fbc0a6
  description: ''
  health_score: 100.0
  last_checked: 1779031882.930478
  stars: 0
  status: online
  title: 'loft.sh: Multi-Tenant Kubernetes Clusters: Challenges and Useful Tooling'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/platform-engineering-the-definitive-guide:
  addition_method: manual
  content_hash: 3f81a07484e0f093a21e00a377250111c77acba121d8007885cb40c3c3b25fce
  description: ''
  health_score: 100.0
  last_checked: 1779031435.671831
  stars: 0
  status: online
  title: 'loft.sh: Platform Engineering: The Definitive Guide'
  v1_locations:
  - docs/devops.md
  year: N/A
https://loft.sh/blog/reduce-kubernetes-cost:
  addition_method: manual
  content_hash: 512a235e1ff0b7ed4f57b48c6b84a64876c3f7613e7e74f913342555e1a062b4
  description: ''
  health_score: 100.0
  last_checked: 1779029274.675321
  stars: 0
  status: online
  title: 'loft.sh: How To Reduce Your Kubernetes Cost'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/self-service-kubernetes-namespaces-are-a-game-changer:
  addition_method: manual
  content_hash: 6e3bf68be75cc0a83925e9e79cfce475dbfceeafacabcb4008420dca7f550473
  description: ''
  health_score: 100.0
  last_checked: 1779033923.887678
  stars: 0
  status: online
  title: "Self-Service Kubernetes Namespaces Are A Game-Changer \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://loft.sh/blog/skaffold-vs-tilt-vs-devspace:
  addition_method: manual
  content_hash: 1f601f4e9f8d602e0c1e1249958f2dacd196930fa4c62270498a8a4ea56463a5
  description: ''
  health_score: 100.0
  last_checked: 1779029068.311453
  stars: 0
  status: online
  title: 'loft.sh: Skaffold vs Tilt vs DevSpace'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://loft.sh/blog/the-cost-of-managed-kubernetes-a-comparison:
  addition_method: manual
  content_hash: d8525ff50149456a7791b51875e6183b4de9c40fffe35b2b9879e01777bee818
  description: ''
  health_score: 100.0
  last_checked: 1779029068.299942
  stars: 0
  status: online
  title: "loft.sh: The Cost of Managed Kubernetes - A Comparison \U0001F31F"
  v1_locations:
  - docs/finops.md
  year: N/A
https://loft.sh/blog/using-kubernetes-ephemeral-containers-for-troubleshooting:
  addition_method: manual
  content_hash: 243ac4ca346db38ab8b2bd6917fa69ddb81573f6e77969c408476d670c217f7b
  description: ''
  health_score: 100.0
  last_checked: 1779030732.447715
  stars: 0
  status: online
  title: '==loft.sh: Using Kubernetes Ephemeral Containers for Troubleshooting=='
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://logging.apache.org/log4j/2.x/security.html:
  addition_method: manual
  content_hash: c2ac5cc920971d3734f8bca8d53cdc1e7a68b0c2902600103b6411a78ea4ad68
  description: ''
  health_score: 100.0
  last_checked: 1779030204.261516
  stars: 0
  status: online
  title: Apache Log4j Security Vulnerabilities
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://logging.apache.org/security.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The official security database maintained by the Apache Software Foundation
    for Log4j vulnerabilities. It provides critical, authoritative data regarding
    affected library versions, dynamic parameter disabling options, and configuration
    overrides. It serves as a vital reference for verifying compliance across Java-based
    environments.
  language: None
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Security
  - Vulnerabilities
  - Log4j Security Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Apache Log4j Security Vulnerabilities
  addition_method: manual
  v2_locations:
  - devsecops.md
? https://login.microsoftonline.com/common/oauth2/v2.0/authorize?client_id=09213cdc-9f30-4e82-aa6f-9b6e8d82dab3&redirect_uri=https%3A%2F%2Ftechcommunity.microsoft.com%2Ft5%2Fs%2Fauth%2Foauth2callback%2Fproviderid%2Fdefault&response_type=code&state=l6szqle4bzDgvgJagl8z4PdMvpp_5xu-WPFDEhepQ0JV4o6p1Oiy79YAZuEPj3BnEO_EXjdV2VJH4ckf68foAKVHFZ9zL0POiDIgyviNM2LPLGkKCrmP95s8cCy29jWSMUodTlRNE7u4fcWrQ3_-0x0suxxUZh0nRgtFL0BouINjnmwDFGMwFhi1w5p0fjhA99nnnjuaIC8aIgq1A2Orcmawz9DQyoYwqLMlKMupP-U&scope=User.Read+openid+email+profile+offline_access&referer=https%3A%2F%2Ftechcommunity.microsoft.com%2Fblog%2F-%2Fintroduction-to-azure-devops-workload-identity-federation-oidc%2F3908687
: addition_method: manual
  content_hash: 03d6c7ba42ee4bd58d9869da5091e0480d3c7397888c94ad9c249b31c3772456
  health_score: 100.0
  last_checked: 1779130495.023288
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering login.microsoftonline.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://logz.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736142.840231
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: logz.io
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering logz.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://logz.io/blog/aws-ec2-metrics:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735876.136949
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'logz.io: What are AWS EC2 Instances? A Tutorial for EC2 Metrics Shipping''
    with Logz.io'
  v1_locations:
  - docs/aws-monitoring.md
  v2_locations:
  - aws-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering logz.io:
    What are AWS EC2 Instances? A Tutorial for EC2 Metrics Shipping'' with Logz.io
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://logz.io/blog/aws-lambda-metrics-monitoring-guide:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735876.271815
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io'
  v1_locations:
  - docs/aws-monitoring.md
  - docs/prometheus.md
  v2_locations:
  - aws-monitoring.md
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering logz.io:
    A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://logz.io/blog/finops-observability-monitoring-kubernetes-cost:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735940.222784
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'logz.io: FinOps Observability: Monitoring Kubernetes Cost'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering logz.io:
    FinOps Observability: Monitoring Kubernetes Cost in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://logz.io/blog/grok-pattern-examples-for-log-parsing:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.636582
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'logz.io: Grok Pattern Examples for Log Parsing'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering logz.io:
    Grok Pattern Examples for Log Parsing in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://logz.io/blog/kibana-tutorial-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031185.887992
  stars: 0
  title: 'dzone: Kibana Tutorial: Part 2 - Creating Visualizations'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://logz.io/blog/logstash-grok:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.739118
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'logz.io: A Beginner’s Guide to Logstash Grok'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering logz.io:
    A Beginner’s Guide to Logstash Grok in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://logz.io/blog/monitoring-reality-check:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736091.118234
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'logz.io: A Monitoring Reality Check: More of the Same Won’t Work'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering logz.io:
    A Monitoring Reality Check: More of the Same Won’t Work in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://logz.io/blog/open-source-monitoring-tools-for-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736091.287054
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "logz.io: Top 11 Open Source Monitoring Tools for Kubernetes \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering logz.io:
    Top 11 Open Source Monitoring Tools for Kubernetes \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://logz.io/blog/open-source-observability-adoption-migration-curve:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736091.305271
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'logz.io: The Open Source Observability Adoption and Migration Curve'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering logz.io:
    The Open Source Observability Adoption and Migration Curve in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://logz.io/blog/opensearch-1-0-ga-generally-available-elasticsearch-kibana-fork:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.863319
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'logz.io: OpenSearch Is Now Generally Available!'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering logz.io:
    OpenSearch Is Now Generally Available! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://logz.io/blog/prometheus-as-a-service-launch:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029634.076031
  stars: 0
  title: "logz.io: Logz.io’s Prometheus-as-a-Service is Generally Available \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://logz.io/blog/unified-observability-kubernetes-360:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032731.758361
  stars: 0
  title: 'logz.io: Unified Observability: Announcing Kubernetes 360'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://logz.io/blog/windows-kubernetes-nodes-aks-metrics:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736078.330937
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "logz.io: Collecting Metrics from Windows Kubernetes Nodes in AKS \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering logz.io:
    Collecting Metrics from Windows Kubernetes Nodes in AKS \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://logz.io/learn/opentelemetry-guide:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032177.543548
  stars: 0
  title: "==logz.io: Beginner’s Guide to OpenTelemetry== \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  year: N/A
? https://logz.io/news-posts/logz-io-announces-support-for-opensearch-a-community-driven-open-source-fork-of-elasticsearch-and-kibana
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.754426
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'logz.io: Logz.io Announces Support for OpenSearch; A Community-driven Open''
    Source Fork of Elasticsearch and Kibana'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering logz.io:
    Logz.io Announces Support for OpenSearch; A Community-driven Open'' Source Fork
    of Elasticsearch and Kibana in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://lonesysadmin.net:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A veteran systems administration blog focusing on virtualization, hardware,
    and automation infrastructure. Written from a practitioner's perspective, it features
    case studies and architectural considerations for datacenter management.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Infrastructure Automation
  - SysAdmin Blogs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: The Lone Sysadmin
  addition_method: manual
  v2_locations:
  - linux.md
https://longhorn.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Longhorn is a lightweight, distributed block storage system for Kubernetes,
    engineered as a graduated CNCF project. It abstracts hardware arrays by configuring
    a replica-aware storage engine for each volume, operating as dynamic microservices
    to deliver features like snapshots, automated backups, and cross-cluster replication.
  language: Go
  resource_type: Platform
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Distributed Block Storage
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Longhorn
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://loopholelabs.io:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A structured introduction to the official Kubernetes provider. Outlines
    how to define namespaces, secrets, configmaps, and simple microservice deployments
    using HCL declaratives rather than raw YAML resource files.
  language: HCL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Official Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'architect.io: Get started with the Terraform Kubernetes provider'
  addition_method: manual
  v2_locations:
  - terraform.md
https://lordofthejars.github.io/quarkus-cheat-sheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A comprehensive reference detailing Quarkus reactive structures, build
    commands, and configuration properties. Curator Insight highlights subatomic packaging
    features. Live Grounding confirms its position as the de facto standard for cloud-native
    Java deployments.
  language: Java
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Architecture
  - Application Frameworks
  - Quarkus
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Quarkus Cheat-Sheet
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://loves.cloud/ci-cd-pipeline-using-docker-and-jenkins:
  description: '- [github.com/LovesCloud/java-groovy-docker](https://github.com/LovesCloud/java-groovy-docker)'
  year: '2021'
  stars: 0
  ai_summary: Provides practical workflows demonstrating how to configure Jenkins
    pipelines with Docker-based execution nodes. Shows how to compile code inside
    dynamic containers, build security-audited docker images, and publish artifacts
    to docker registries.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Cloud Native Jenkins
  - Docker Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'loves.cloud: CI/CD Pipeline Using Docker and Jenkins'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://loves.cloud/creation-of-a-fully-automated-devsecops-cicd-pipeline:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This guide provides blueprints for assembling an end-to-end automated
    DevSecOps pipeline. Shows how to chain static analysis (SonarQube), dependency
    checking, and container vulnerability scanning (Trivy) into active continuous
    integration workflows.
  language: English
  resource_type: Technical Tutorial
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Automated Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'loves.cloud: Creating a fully automated DevSecOps CI/CD Pipeline'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://loves.cloud/kubernetes-an-introduction:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Introduces the foundational architecture of Kubernetes, tracing its
    heritage from Google's internal Borg system to an open-source standard. Explains
    core concepts such as Pods, Services, Deployments, and the control plane architecture
    (API Server, etcd, Scheduler, Controller Manager) for bare-metal and cloud migrations.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Orchestration
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loves.cloud: Kubernetes: An Introduction'
  addition_method: manual
  v2_locations:
  - introduction.md
https://loves.cloud/setting-up-a-kubernetes-cluster-on-ubuntu-18-04:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: An early tutorial detailing step-by-step master and worker initialization
    on legacy Ubuntu 18.04 using Kubeadm. Explains system preparation, Docker daemon
    runtime configuration, and initial CNI deployment steps.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Bootstrapping
  - Guides
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Setting Up a Kubernetes Cluster on Ubuntu 18.04
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://lucid.co/blog/agile-vs-waterfall-vs-kanban-vs-scrum:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides a visual-oriented breakdown of classic and modern software
    lifecycle management frameworks. Helps technical architects align operational
    workflows (such as sprint planning and continuous delivery cycles) with the organizational
    capability and architecture style of the organization.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Agile Methodologies
  - Process Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lucidchart.com: Agile vs. Waterfall vs. Kanban vs. Scrum: What’s the Difference?'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://lucid.co/lucidscale:
  addition_method: manual
  content_hash: 752081eef220ca146312d72c672f3a0ad5b22a1bbb53d63dc25e17ce0476de2f
  health_score: 100.0
  last_checked: 1779130494.976235
  v1_locations:
  - docs/cloud-arch-diagrams.md
https://lucid.co/marketplace/91074b9b/aws:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Lucidchart's integrated AWS modeling module, optimized to dynamically
    visualize multi-region topologies, network firewalls, and resource clusters directly
    using official AWS iconography.
  language: None
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Architecture & Visualization
  - Interactive Diagramming
  - Enterprise
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Lucidchart
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://lucidscale.com:
  addition_method: manual
  content_hash: f86b851e42c2dc350188fba6ffe061249a0358cc1fd5e9834c88f5f4cbfc0178
  description: ''
  health_score: 100.0
  last_checked: 1779034015.763716
  stars: 0
  title: '==Lucidscale: Import your architecture=='
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://lucperkins.dev/blog/service-mesh-use-cases:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A comprehensive breakdown of architectural scenarios where introducing
    a service mesh becomes mathematically and operationally viable. It contrasts simple
    setups with distributed, high-security, and multi-cloud enterprise topologies
    requiring advanced traffic management.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Service Mesh
  - System Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'lucperkins.dev: Service mesh use cases'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://luis-sena.medium.com/automated-aws-load-balancer-warm-up-d0b4084c8bbc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029225.463858
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==luis-sena.medium.com: Automated AWS Load Balancer Warm-Up=='
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==luis-sena.medium.com:
    Automated AWS Load Balancer Warm-Up== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://luke.geek.nz/azure/azure-architecture-solution-requirement-consideration-checklist:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A comprehensive architectural considerations checklist for scoping Azure
    environments. Covers critical paths including disaster recovery, security, compliance,
    performance scaling, and cost tracking, ensuring solutions are robustly aligned
    with CAF standards.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - Architecture & Microservices
  - Architecture Design
  - Architectural Governance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'luke.geek.nz/azure: Azure Architecture - Solution Requirement Consideration
    Checklist'
  addition_method: manual
  v2_locations:
  - azure.md
https://luke.geek.nz/azure/azure-naming-tool-api-bicep-resources:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Integrates the Azure Naming Tool REST API directly into Bicep templates
    during deployment loops. By utilizing deployment scripts or user-defined functions,
    it enforces consistent corporate naming standards programmatically.
  language: Bicep
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Governance
  - Enterprise Naming
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'luke.geek.nz: Using the Azure Naming Tool API to name your Bicep resources'
  addition_method: manual
  v2_locations:
  - azure.md
https://luke.geek.nz/azure/export-azure-devops-repos-azure-storage-account:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Provides custom scripting recipes for archiving and exporting Git repositories
    from Azure DevOps organizations to secure Azure Storage accounts. While native
    recovery tools have evolved, 2026 compliance audits for highly regulated industries
    still mandate offline, secondary backups of both repositories and metadata.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - Data Protection & Backup
  - Azure DevOps Security
  - Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'luke.geek.nz/azure: Export Azure DevOps Repositories to Azure Storage Account'
  addition_method: manual
  v2_locations:
  - azure.md
https://lukechannings.com/blog/2020-05-10-kubernetes-gitops-lessons:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A candid retrospective exploring hard-learned GitOps lessons. Focuses
    on synchronizing cluster state with Git, managing secrets securely within declarative
    repositories, and structuring repositories for multi-environment lifecycles.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Continuous Delivery
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.lukechannings.com: Mistakes made and lessons learned with Kubernetes
    and GitOps'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://luminousmen.com/post/a-very-quick-introduction-to-the-pain-of-aws-cloudformation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An objective critique analyzing the structural drawbacks of CloudFormation,
    including deployment delays, unhelpful rollbacks, and lack of client-side validation.
    It advises platform engineering teams on managing these pain points or transitioning
    to modern programmatic alternatives.
  language: N/A
  resource_type: Review
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CloudFormation
  - Criticism & Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'luminousmen.com: A very quick introduction to the pain of AWS CloudFormation'
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://luminousmen.com/post/kubernetes-101:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: An introductory deep dive focusing on basic Kubernetes resource abstractions
    like Pods, ReplicaSets, and Deployments. Helps developers transition from docker-compose
    paradigms to orchestrator-centric declarative specifications.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Fundamentals
  - Introduction
  - Core Abstractions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'luminousmen.com: Kubernetes 101'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://luraproject.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Lura (formerly KrakenD framework) is an ultra-performant, stateless
    API Gateway engine written in Go. It allows developers to construct high-throughput
    microservice aggregations, protocol translations, and response manipulations using
    declarative configurations with zero state.
  language: Go
  resource_type: Software Project
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - API Gateway
  - Go Engines
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "Lura \U0001F31F"
  addition_method: manual
  v2_locations:
  - developerportals.md
https://lwkd.info:
  addition_method: manual
  content_hash: abef4c1b542697bc31eb06ea8f7e6be97a0e0349b6ac94e5a74183ef8c6c6009
  health_score: 100.0
  last_checked: 1779032159.306171
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-newsletters.md
https://lwkd.info/2026/20260514:
  addition_method: automatic
  ai_summary: 'This issue of Last Week in Kubernetes Development (LWKD) highlights
    Jack Francis being nominated as the new chair of SIG Autoscaling, the closure
    of v1.37 Release Team shadow applications, and the publication of patch releases
    v1.33.12 through v1.36.1.


    Key architectural and development updates detailed in this issue include:

    * Implementations of new declarative validation guardrails.

    * Conditional authorization capabilities laying groundworks for v1.37.'
  category: kubernetes-releases
  complexity: Intermediate
  content_hash: 39f631a61f5ff2fd463a52b82a9169849a0a68d87cce8e79653bd3694282d80d
  description: Weekly review of Kubernetes development, focusing on the latest PRs,
    API changes, and developer news in the k8s ecosystem.
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Development News
  is_microservice: false
  language: en
  last_checked: 1780351994.342465
  reputation_status: Vetted
  reputation_summary: Widely respected and official-adjacent weekly summary of core
    Kubernetes development, maintainers, and release cycles.
  resource_type: Newsletter
  social_preview_url: ''
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: Week Ending May 10, 2026 | Last Week in Kubernetes Development
  year: '2026'
https://lwkd.info/2026/20260522:
  addition_method: automatic
  ai_summary: 'Curator Insight: LWKD is the industry''s premier resource for tracking
    internal development, API deprecations, and release status changes inside the
    Kubernetes ecosystem.


    Live Grounding: This specific edition for the week ending May 17, 2026, aggregates
    SIG-Contributor Experience reviews, key code merges, and technical changes in
    core development, offering an essential digest for cloud platform engineers operating
    large-scale orchestrators.'
  category: cicd-kubernetes-plugins
  complexity: Advanced
  content_hash: 005bb35b3e7888077ee71bfc941309922fa4a5362a7ac747cb12b94982dadcf1
  description: The weekly engineering summary of merges, PRs, deprecations, and architectural
    changes in the core Kubernetes codebase.
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Core Development
  is_microservice: false
  language: English
  last_checked: 1780352404.14774
  reputation_status: Vetted
  reputation_summary: The premier, community-vetted authority for deep technical developments
    within the core Kubernetes engine.
  resource_type: Newsletter
  social_preview_url: ''
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - DE FACTO STANDARD
  - ENTERPRISE-STABLE
  title: Week Ending May 17, 2026 | Last Week in Kubernetes Development
  year: '2026'
https://lwkd.info/2026/20260524:
  addition_method: automatic
  ai_summary: The May 24, 2026 edition of Last Week in Kubernetes Development (LWKD)
    details the opening of the Kubernetes v1.37 release cycle and key developer updates,
    including leadership transitions in SIG Batch. This issue highlights a watch-based
    route controller reconciliation KEP, which replaces resource-intensive polling
    loops with informer-driven watch mechanisms. It also covers performance optimizations
    in the kube-proxy IPVS-mode and crucial bug fixes addressing leaked subPath volume
    handles on Windows platforms.
  category: kubernetes-newsletters
  complexity: intermediate
  content_hash: 28ffd3654b742a3e60592bee214ec7529e2249fe6b3bb57ff805af21d9d037c2
  description: A comprehensive developer-focused summary of the latest code merges,
    KEPs, release schedules, and community changes in the Kubernetes project.
  hierarchy:
  - Kubernetes
  - Developer Community
  - Weekly Updates
  is_microservice: false
  language: en
  last_checked: 1780352828.641491
  reputation_status: Vetted
  reputation_summary: Industry-standard weekly digest summarizing core Kubernetes
    development activity.
  resource_type: newsletter
  social_preview_url: ''
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: Last Week in Kubernetes Development - Week Ending May 24, 2026
  year: '2026'
https://lwn.net:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The premier journal for Linux kernel development, systems programming,
    and open-source community dynamics. Renowned for its unparalleled technical depth,
    LWN offers deep architectural analysis of kernel patches, filesystems, and security
    mechanisms.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux Kernel
  - Engineering News
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: LWN.net
  addition_method: manual
  v2_locations:
  - linux.md
https://lynnlangit.medium.com/tech-anti-interviewing-106674655ea0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029294.352886
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'lynnlangit.medium.com: Tech Anti-Interviewing'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering lynnlangit.medium.com:
    Tech Anti-Interviewing in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://lzone.de:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A specialized Maven debugging sheet detailing transitive dependency
    resolution. Curator Insight underscores its target troubleshooting use. Live Grounding
    indicates its survival as a primary cheat sheet during classpath conflicts.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Build Automation
  - Maven
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: lzone.de/cheat-sheet/Maven
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://lzone.de/cheat-sheet/Docker%20Swarm:
  addition_method: manual
  content_hash: 60998b3473e19755f3fe0a8f69899a5f8475f9eacef0ae00f418449d30b8a7b7
  description: ''
  health_score: 100.0
  last_checked: 1779029365.53866
  stars: 0
  title: 'lzone.de: Docker Swarm Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://lzone.de/cheat-sheet/Maven:
  addition_method: manual
  content_hash: 60998b3473e19755f3fe0a8f69899a5f8475f9eacef0ae00f418449d30b8a7b7
  description: ''
  health_score: 100.0
  last_checked: 1779030706.471475
  stars: 0
  title: lzone.de/cheat-sheet/Maven
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://lzone.de/cheat-sheet/SSH:
  addition_method: manual
  content_hash: 60998b3473e19755f3fe0a8f69899a5f8475f9eacef0ae00f418449d30b8a7b7
  description: ''
  health_score: 100.0
  last_checked: 1779029932.539588
  stars: 0
  title: 'lzone.de: ssh cheat sheet'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://lzone.de/cheat-sheet/Terraform:
  addition_method: manual
  content_hash: 60998b3473e19755f3fe0a8f69899a5f8475f9eacef0ae00f418449d30b8a7b7
  description: ''
  health_score: 100.0
  last_checked: 1779032579.254505
  stars: 0
  title: 'lzone.de: Terraform Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://m.signalvnoise.com/running-spot-instances-effectively-with-amazon-eks:
  addition_method: manual
  content_hash: a7ba0b6360bc882bc087f5aefd2cc30f87300bc3d991657d075f0207a29f22fb
  description: ''
  health_score: 100.0
  last_checked: 1779033045.228346
  stars: 0
  status: online
  title: Running spot instances effectively with Amazon EKS
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://m3db.io:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Architectural homepage of M3, Uber’s highly scalable, distributed TSDB
    engine. Highly custom-built to support massive data ingestion volumes and dynamic
    metric downsampling with optimized storage layouts.
  language: Go
  resource_type: Official Portal
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Storage
  - M3 Engine
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: '**M3**:'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://maarten.mulders.it/2020/11/whats-new-in-maven-4:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Deep technical review covering the core architectural changes introduced
    in Apache Maven 4, emphasizing the split between build and consumer POM configurations
    and lifecycle optimization.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Framework Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'maarten.mulders.it: What''s New in Maven 4'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://mad.firstmark.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The definitive interactive map outlining the modern Machine Learning,
    AI, and Big Data landscape (MAD). Built and updated regularly, this portal segments
    thousands of open-source packages and cloud vendors. It is an indispensable dashboard
    for architects analyzing toolchain consolidation and technology selection.
  language: English
  resource_type: Interactive Portal
  complexity: Intermediate
  hierarchy:
  - Artificial Intelligence
  - AI Strategy
  - Ecosystem Landscapes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'mad.firstmark.com: The MAD (ML/AI/Data) Landscape'
  addition_method: manual
  v2_locations:
  - ai.md
? https://madeeshafernando.medium.com/capturing-heap-dumps-of-stateless-kubernetes-pods-before-container-termination-and-export-to-aws-s3-9602378ee60b
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034211.371633
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'madeeshafernando.medium.com: Capturing Heap Dumps of stateless Kubernetes''
    pods before container termination and export to AWS S3'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering madeeshafernando.medium.com:
    Capturing Heap Dumps of stateless Kubernetes'' pods before container termination
    and export to AWS S3 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://madhuakula.com/kubernetes-goat:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An intentionally vulnerable cluster environment designed for hands-on
    cybersecurity training. Includes self-contained scenarios exploring SSRF, container
    escape, secrets leakage, and misconfigured RBAC roles.
  language: Go
  resource_type: tool
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Security Training & Playgrounds
  - Kubernetes Goat Lab
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Kubernetes Goat \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://madokai.medium.com/why-i-dont-consider-your-certifications-during-an-interview-fe4b62cf6f8c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032613.199721
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Why I Don’t Consider Your Certifications During An Interview
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - index.md
  - recruitment.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Why I
    Don’t Consider Your Certifications During An Interview in the Kubernetes Tools
    ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://magic-cookie.co.uk/iplist.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A clean, functional web-hosted tool designed to take target subnets
    and generate explicit lists of available IP host addresses. Simplifies routing
    tables, firewall access whitelist designs, and proxy allocations.
  language: HTML
  resource_type: Utility
  complexity: Beginner
  hierarchy:
  - Computer Networking & IPAM
  - Subnetting & Addressing
  - CIDR Calculators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: magic-cookie.co.uk/iplist.html
  addition_method: manual
  v2_locations:
  - networking.md
https://magnet.xataka.com/en-diez-minutos/esclavos-improductividad-70-reuniones-impiden-que-empleados-hagan-su-trabajo:
  addition_method: manual
  content_hash: c8afa2c1df5bc2e46319a80dee548dcef48095118de2ffdfed28d20680314000
  description: ''
  health_score: 100.0
  last_checked: 1779030883.120246
  stars: 0
  status: online
  title: 'magnet.xataka.com: Esclavos de la improductividad: el 70% de las reuniones''
    impiden que los empleados hagan su trabajo'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
? https://magnet.xataka.com/en-diez-minutos/gran-renuncia-americana-como-trabajadores-se-han-hartado-sistema-estan-dejando-sus-empleos
: addition_method: manual
  content_hash: 95c3af12a163f8b47ad4e5236fd9fdf3de9957c1a9f4768a12746df19df4459a
  description: ''
  health_score: 100.0
  last_checked: 1779030268.288699
  stars: 0
  status: online
  title: 'magnet.xataka.com: La "gran renuncia" americana, o cómo los trabajadores''
    se han hartado del sistema y están dejando sus empleos'
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://maheshwari-bittu.medium.com/why-event-driven-architecture-eda-is-needed-fac2f00f25a8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034560.149221
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "maheshwari-bittu.medium.com: Why Event-Driven Architecture (EDA) is needed?'
    \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering maheshwari-bittu.medium.com:
    Why Event-Driven Architecture (EDA) is needed?' \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mahira-technology.medium.com/deploying-aws-codepipeline-with-terraform-d6613979d0b6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032339.748394
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'mahira-technology.medium.com: Automating AWS CodePipeline Setup with Terraform:''
    Streamline Your CI/CD Workflow'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering mahira-technology.medium.com:
    Automating AWS CodePipeline Setup with Terraform:'' Streamline Your CI/CD Workflow
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mahira-technology.medium.com/kubernetes-secrets-management-level-up-with-external-secrets-operator-ed7d32df2189:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031554.8503
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'mahira-technology.medium.com: Kubernetes Secrets Management: Level Up with''
    External Secrets Operator'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering mahira-technology.medium.com:
    Kubernetes Secrets Management: Level Up with'' External Secrets Operator in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://maintainermonth.github.com/partner-pack:
  addition_method: automatic
  ai_summary: 'An official developer ecosystem support portal curated by GitHub for
    the annual Maintainer Month celebration in 2026.

    - It acts as a consolidated directory of partnerships providing cloud-native developers
    with complimentary credits, feature flag systems, testing platforms, and threat
    intelligence reports.

    - Key architectural integrations include CI/CD enhancements, security audit modules,
    and dependency-updating systems specifically designed to improve OSS project maintainability.'
  category: devel-sites
  complexity: Intermediate
  content_hash: 1cdeefef2912df2b947d799de16622b11e0c13bac1bd3136c8acc7bc085ca4e4
  description: A compiled ecosystem of exclusive tools, discounts, and workspace perks
    dedicated to supporting open-source maintainers.
  hierarchy:
  - Software Engineering
  - Open Source
  - Maintainer Resources
  - Community Ecosystems
  is_microservice: false
  language: en
  last_checked: 1780352838.800994
  reputation_status: Vetted
  reputation_summary: Highly trusted official initiative by GitHub celebrating open-source
    maintainers. Well received and vetted by the broader developer community with
    zero issues of stability or abandonment.
  resource_type: website
  social_preview_url: https://maintainermonth.github.com/images/og/partner-pack.png
  source_provenance: X.com (GitHub)
  stars: 4
  status: online
  suggested_new_category: open-source-resources
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: Maintainer Month 2026 Partner Pack
  year: '2026'
https://maistra.io:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Documentation and portal hub for Maistra, a customized OpenShift-centric
    distribution of Istio. Enhances core Istio upstream distributions with multi-tenant
    control, platform-specific operators, and seamless integration with Red Hat identity
    frameworks.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Maistra.io
  addition_method: manual
  v2_locations:
  - istio.md
https://makefiletutorial.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An intensive reference manual detailing Makefile rules, pattern matching,
    dependencies, and shell automation. Vital for designing deterministic local compilation
    processes, testing flows, and Docker building protocols.
  language: Makefile
  resource_type: Developer Guide
  complexity: Advanced
  hierarchy:
  - Linux
  - Development
  - Build Systems
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "makefiletutorial.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://makendran.hashnode.dev/just-in-time-worker-nodes-with-karpenter:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030503.406385
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'makendran.hashnode.dev: Just-in-time Worker Nodes with Karpenter'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering makendran.hashnode.dev:
    Just-in-time Worker Nodes with Karpenter in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mamaqueesscrum.com/2018/11/12/labores-que-un-product-owner-deberia-hacer-que-no-aparecen-en-la-scrum-guide:
  description: ''
  year: '2018'
  stars: 3
  ai_summary: Unpacks the hidden, undocumented operational responsibilities of a Product
    Owner in high-velocity agile teams. Discusses soft skills, managing internal corporate
    politics, aligning microservices roadmaps with legacy business systems, and acting
    as a technical translator to facilitate smooth development workflows.
  language: es
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Project Management
  - Agile Methodologies
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'mamaqueesscrum.com: Mamá… ¿Qué es Scrum?'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
? https://managedkube.com/gitops/flux/weaveworks/guide/tutorial/2020/05/01/a-complete-step-by-step-guide-to-implementing-a-gitops-workflow-with-flux.html
: description: ''
  year: '2020'
  stars: 0
  ai_summary: An early step-by-step tutorial outlining GitOps workflows with original
    Flux tools. Offers historical context but must be updated to Flux v2 and the modern
    GitOps Toolkit conventions.
  language: None
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "A Complete Step by Step Guide to Implementing a GitOps Workflow with Flux
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://managedkube.com/kubernetes/trace/ingress/service/port/not/matching/pod/k8sbot/2019/02/13/trace-ingress.html:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Kubernetes Ingress troubleshooting requires systematically tracing path
    matching, port definitions, and target service selectors. This guide isolates
    a common failure pattern where configuration mismatches between Ingress specifications
    and Pod ports disrupt traffic flow. It provides actionable diagnostic commands
    to verify endpoint connectivity and route mapping.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Networking
  - Ingress Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'managedkube.com: Troubleshooting a Kubernetes ingress'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://manfredmlange.medium.com/containerized-keycloak-in-development-2f9d079ec4a3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034372.737719
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'manfredmlange.medium.com: Containerized Keycloak in Development'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering manfredmlange.medium.com:
    Containerized Keycloak in Development in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://manifests.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034090.428743
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==manifests.io== \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==manifests.io==
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://manz.dev/cheatsheets:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A collection of highly visual, modern cheat sheets focusing on CSS layout
    designs, JavaScript syntax structures, and browser DOM interfaces. Excellent reference
    for backend and full-stack developers looking to quickly resolve UI issues.
  language: JavaScript
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Education
  - Frontend Development
  - Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: manz.dev/cheatsheets
  addition_method: manual
  v2_locations:
  - cheatsheets.md
? https://maps.google.com/maps?q=18+China+St,+%2301-01+Ya+Kun+Kaya+Toast+(Far+East+Square),+Singapore+049560&ftid=0x31da190c7f13a56b:0xfa072ec1345f8321&entry=gps&shh=CAE&lucs=,94297699,100808504,94284460,94231188,94280568,47071704,94218641,94282134,94286869&g_ep=CAISEjI2LjE2LjAuODk4OTU0MjE1MBgAIIgnKlIsOTQyOTc2OTksMTAwODA4NTA0LDk0Mjg0NDYwLDk0MjMxMTg4LDk0MjgwNTY4LDQ3MDcxNzA0LDk0MjE4NjQxLDk0MjgyMTM0LDk0Mjg2ODY5QgJVUw%3D%3D&skid=0bd888ca-7b59-438a-af5f-992d9462bc9e&g_st=ic
: last_checked: 1780398878.782058
  score: 5
  status: FILTERED
https://marcincuber.medium.com/amazon-eks-upgrade-journey-from-1-24-to-1-25-e1bcccc2f384:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033019.41869
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'marcincuber.medium.com: Amazon EKS Upgrade Journey From 1.24 to 1.25'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering marcincuber.medium.com:
    Amazon EKS Upgrade Journey From 1.24 to 1.25 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://marckean.com/2016/06/01/azure-vs-azure-ad-accounts-tenants-subscriptions:
  description: ''
  year: '2016'
  stars: 3
  ai_summary: An foundational article mapping out the relationships between Azure
    subscriptions, directory accounts, and tenants. While the underlying structures
    are still valid, 2026 architectures use Microsoft Entra ID naming conventions
    and prioritize modern cloud control planes over legacy subscription structures.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Identity & Access
  - Tenant Governance
  - Azure Subscriptions
  - Resource Hierarchy
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'marckean.com: Azure Vs Azure AD – Accounts / Tenants / Subscriptions'
  addition_method: manual
  v2_locations:
  - azure.md
https://marcofranssen.nl/install-hashicorp-vault-on-kubernetes-using-helm-part-1:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781429954.226644
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2021'
  status: online
  ai_summary: A comprehensive walkthrough demonstrating how to install and configure
    HashiCorp Vault inside a Kubernetes cluster using the official Helm chart. Explores
    setting up Raft storage backend, initializing the Vault transit seal, and configuring
    secure pod configurations. An excellent technical reference for establishing a
    reliable, self-hosted secret engine in cloud environments.
  language: English
  resource_type: Technical Tutorial
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Secrets Management
  - HashiCorp Vault
  is_microservice: true
  title: '==medium: Install Hashicorp Vault on Kubernetes using Helm - Part 1== |''
    Marco Franssen'
https://marcusnoble.co.uk/2022-01-20-restricting-cluster-admin-permissions:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines security risks associated with widespread `cluster-admin` usage.
    Proposes strategies to design specialized roles with precise apiGroup restrictions
    to establish guardrails around the control plane.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'marcusnoble.co.uk: Restricting cluster-admin Permissions'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://marcusnoble.co.uk/2022-07-04-managing-kubernetes-without-losing-your-cool:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A collection of survival tips for operations teams managing production
    clusters. Emphasizes establishing alerts based on actionable metrics, using declarative
    GitOps pipelines, and avoiding manual ad-hoc cluster changes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Reliability
  - Troubleshooting
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "marcusnoble.co.uk: Managing Kubernetes without losing your cool \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://marinaaisa.com/es/blog/contractor-eeuu-espana:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An engineering-focused personal guide on working remotely from Spain
    as a contractor for United States entities. Covers dual-taxation avoidance strategies,
    W-8BEN form management, invoice processes, and structural solutions for managing
    foreign currency exposure in USD.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Careers
  - Freelancing
  - Remote Contracting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'marinaaisa.com: Trabajar en remoto desde España como ''contractor'''
  addition_method: manual
  v2_locations:
  - freelancing.md
https://markaicode.com/terraform-ai-infrastructure-as-code:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Examines workflow improvements, automated code validation, and prompt-to-infrastructure
    engineering using modern LLM integrations in Terraform development lifecycles.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - AI Integration
  - Terraform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Terraform 2.0 in Practice: Using AI to Generate Infrastructure as Code'
  addition_method: manual
  v2_locations:
  - ai.md
  - iac.md
https://markdownguide.offshoot.io/cheat-sheet:
  addition_method: manual
  content_hash: 52bc11ec9b2a62ba5cc6e84baa16ba9b9e14049b286b9b80cfc5ce4ea46e8aec
  health_score: 100.0
  last_checked: 1779130494.929903
  v1_locations:
  - docs/cheatsheets.md
  - docs/mkdocs.md
https://marketplace.apilayer.com:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive directory hosting documentation for public REST APIs.
    Offers standardized, unified interfaces for integrating third-party APIs into
    enterprise services, though recently transitioned towards centralized commercial
    API marketplaces.
  language: N/A
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - API Management
  - API Discovery
  - Marketplaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: any-api.com
  addition_method: manual
  v2_locations:
  - api.md
https://marketplace.atlassian.com/apps/1014681/zephyr-for-jira-test-management:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Details Zephyr for Jira, an enterprise-grade test management solution
    natively integrated into the Jira workspace. Examines how QA teams define, execute,
    and track test cases directly inside Jira issues, ensuring traceability across
    user stories, automated test runs, and dynamic bug tracking workflows.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - Test Management
  - Jira Integration
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'Atlassian Marketplace: Zephyr'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://marketplace.atlassian.com/apps/1227641/license-manager-easily-track-your-software-licenses:
  description: ''
  year: '2024'
  stars: 2
  ai_summary: Details an Atlassian Jira marketplace add-on designed to track and audit
    developer licenses. Shows how SaaS spend control can be integrated directly into
    project management platforms.
  language: English
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - FinOps & Cloud Cost
  - SaaS FinOps
  - License Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'marketplace.atlassian.com:  License Manager - Easily track your software
    licenses'
  addition_method: manual
  v2_locations:
  - finops.md
https://marketplace.redhat.com:
  addition_method: manual
  content_hash: 66f55e3c1096a0b3d5fdfcf7ab95a3f9a8b0891b3d28949c6448b1bfdea63d0d
  description: ''
  health_score: 100.0
  last_checked: 1779033002.880526
  stars: 0
  status: online
  title: Red Hat Marketplace
  v1_locations:
  - docs/ocp4.md
  - docs/openshift.md
  year: N/A
https://marketplace.redhat.com/en-us/blog/dont-treat-kubernetes-storage-as-an-afterthought:
  addition_method: manual
  content_hash: 66f55e3c1096a0b3d5fdfcf7ab95a3f9a8b0891b3d28949c6448b1bfdea63d0d
  description: ''
  health_score: 100.0
  last_checked: 1779033943.330782
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'marketplace.redhat.com: Dont treat Kubernetes storage as an afterthought:''
    Turn to persistent container storage for high performance and availability'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering marketplace.redhat.com:
    Dont treat Kubernetes storage as an afterthought:'' Turn to persistent container
    storage for high performance and availability in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://marketplace.redhat.com/sunset:
  description: ''
  year: '2024'
  stars: 2
  ai_summary: Originally a portal dedicated to discovering, buying, and provisioning
    certified operators and third-party software on OpenShift. While the standalone
    portal has transitioned, the actual operational flow has been assimilated directly
    into the internal OpenShift OperatorHub interface.
  language: English
  resource_type: Official Portal
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Ecosystem
  - Marketplace
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Red Hat Marketplace
  addition_method: manual
  v2_locations:
  - ocp4.md
  - kubernetes-storage.md
https://marketplace.visualstudio.com:
  description: ''
  addition_method: manual
  content_hash: 71e97a5abbc2ba63f333f4c1e140df9a79979a82bd2b07b9978438fef90f6b70
  health_score: 100.0
  last_checked: 1779031388.870688
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: The VS Code Extension Marketplace, serving as the central hub for discovering,
    validating, and installing IDE extensions. This core infrastructure enables developers
    to scale VS Code capabilities dynamically.
  language: N/A
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: marketplace.visualstudio.com
https://marketplace.visualstudio.com/azuredevops:
  description: ''
  addition_method: manual
  content_hash: 71e97a5abbc2ba63f333f4c1e140df9a79979a82bd2b07b9978438fef90f6b70
  health_score: 100.0
  last_checked: 1779030051.887003
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Extends the VS Code platform with deep Azure DevOps integration, providing
    real-time pipeline status checks, work item tracking, and Git repository links.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Collaboration
  - Continuous Integration
  - Azure
  is_microservice: false
  title: "Azure DevOps \U0001F31F"
https://marketplace.visualstudio.com/items&itemName=Tim-Koehler.helm-intellisense&ssr=false:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031576.209182
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2018'
  stars: 0
  ai_summary: A standard-setting VS Code extension that enables autocompletion and
    path matching for Helm chart values files inside template paths, eliminating common
    typo bugs and deployment failures during manifest compilation.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Development Tools
  - VS Code
  - Kubernetes Extensions
  is_microservice: false
  title: Helm Intellisense
https://marketplace.visualstudio.com/items?itemName=2gua.rainbow-brackets:
  description: ''
  addition_method: manual
  content_hash: f331c7f678a9a0789fa359354af882ee0ff3e5a61e612a265f9db902329be99f
  health_score: 100.0
  last_checked: 1779032679.088257
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: A legacy brackets colorization extension. Note that native VS Code bracket
    pair colorization has superseded it, offering vastly superior performance and
    rendering speed on complex source files.
  language: TypeScript
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: Rainbow Brackets
https://marketplace.visualstudio.com/items?itemName=Atlassian.atlascode:
  description: ''
  addition_method: manual
  content_hash: ef02a176ed8182b14e202bc12c80e88f128aaf99bff23dceac1d08e690b7aba9
  health_score: 100.0
  last_checked: 1779034336.254384
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Integrates Atlassian Jira issue boards and Bitbucket pipelines directly
    into the developer's workspace to reduce tab-switching during agile workflows.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Collaboration
  - Agile Management
  - VS Code Tooling
  is_microservice: false
  title: Jira and Bitbucket (Official)
https://marketplace.visualstudio.com/items?itemName=ChakrounAnas.turbo-console-log:
  description: ''
  addition_method: manual
  content_hash: 834cab4a0e49f593b95b5e24a9541cc50c232288e83cc3e77cadce07a8d457d9
  health_score: 100.0
  last_checked: 1779032518.478489
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Automates the insertion of descriptive console log statements to speed
    up debugging in JavaScript and TypeScript. While useful for local exploration,
    production-ready microservices should prioritize structured logging using standards
    like OpenTelemetry over unstructured print statements.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - Debugging
  - VS Code Tooling
  is_microservice: false
  title: Turbo Console Log
https://marketplace.visualstudio.com/items?itemName=DontShaveTheYak.jenkins-extension-pack:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A pre-curated editor extension pack tailored to optimize developer workflows.
    Includes custom Groovy autocompletion rules, pipeline linter commands, and snippets
    built around the DontShaveTheYak ecosystem.
  language: None
  resource_type: Editor Extension
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline Architecture
  - Developer Tooling
  - Editor Extension
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'marketplace.visualstudio.com: Jenkins Extension Pack: DontShaveTheYak'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://marketplace.visualstudio.com/items?itemName=EditorConfig.EditorConfig:
  description: ''
  addition_method: manual
  content_hash: 6909429b63b131edb831259272fff223452a9dad1f909f4467f2228cf530645d
  health_score: 100.0
  last_checked: 1779030115.393661
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: EditorConfig establishes consistent layout properties across different
    IDE instances. Enforces styling metrics (such as tabs vs. spaces and encoding)
    based on a root configuration file, minimizing style deviations.
  language: TypeScript
  resource_type: Product
  complexity: Intermediate
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: 'EditorConfig:'
https://marketplace.visualstudio.com/items?itemName=Fatih.baba-flow:
  description: ''
  addition_method: manual
  content_hash: 7be92906e8ba3099256d26659e228ec8134953775a78d9f33fe0609cbb2b45c2
  health_score: 100.0
  last_checked: 1779033794.754428
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: A specialized variation of GitFlow UI extensions for VS Code. It provides
    custom hooks and automated prefix tagging for releases, features, and hotfixes.
    Highly specific to groups utilizing git-flow alongside strict release conventions.
  language: TypeScript
  resource_type: Editor Extension
  complexity: Basic
  hierarchy:
  - Development Environment
  - IDE Extensions
  - Git Integration
  is_microservice: false
  title: BABA-Git Flow
https://marketplace.visualstudio.com/items?itemName=GitHub.copilot:
  description: ''
  addition_method: manual
  content_hash: 39fe202473a16222c720c30a87c83f67b4b906d72367bf4b8ff2e63754b7083b
  health_score: 100.0
  last_checked: 1779031647.579752
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: The premier AI pairing assistant, providing context-aware suggestions,
    testing scaffolds, and architectural refactoring directly within the IDE. In 2026,
    it is integrated into standard enterprise workflows, accelerating software delivery.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - AI-Assisted Engineering
  - VS Code Tooling
  is_microservice: false
  title: "==GitHub Copilot== \U0001F31F"
https://marketplace.visualstudio.com/items?itemName=GitHub.github-vscode-theme:
  description: ''
  addition_method: manual
  content_hash: 5289d3e5fedf455aad01120dd933f307715b32b5bc95707ad1559e105bfa08c6
  health_score: 100.0
  last_checked: 1779032578.741023
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: The official GitHub visual styling for VS Code, including both light
    and dark modes modeled directly after the GitHub interface.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - IDE Customization
  - VS Code Tooling
  is_microservice: false
  title: "GitHub Theme \U0001F31F"
https://marketplace.visualstudio.com/items?itemName=GitHub.remotehub:
  description: ''
  addition_method: manual
  content_hash: 80e4f1dcd659cea9007c4911f2ac25f1c3e737d77f0be217088b7cb1a8bcefa4
  health_score: 100.0
  last_checked: 1779033609.538685
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Allows developers to browse, search, and edit GitHub repositories directly
    inside VS Code without local cloning. Crucial for navigating monorepos, performing
    rapid hotfixes, and reviewing multi-repository structures.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Collaboration
  - Remote Development
  - VS Code Tooling
  is_microservice: false
  title: "marketplace.visualstudio.com: GitHub Repositories \U0001F31F"
https://marketplace.visualstudio.com/items?itemName=GitHub.vscode-pull-request-github:
  description: ''
  addition_method: manual
  content_hash: d653f3f79c55e207a67e80e44e9b30a3765e2ac199d6080e019727c3856bcd94
  health_score: 100.0
  last_checked: 1779032583.089357
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Enables developers to review pull requests, address comments, and track
    issues directly within the editor. This minimizes context-switching, streamlining
    code reviews and collaboration within distributed DevOps teams.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Collaboration
  - Version Control
  - VS Code Tooling
  is_microservice: false
  title: "GitHub Pull Requests and Issues \U0001F31F"
https://marketplace.visualstudio.com/items?itemName=GreatMinds.gitflow4code:
  description: ''
  addition_method: manual
  content_hash: d205fd5d664c5aec268e705634f547f45a8eba999335f997a86045e04220cd33
  health_score: 100.0
  last_checked: 1779029640.747256
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: An alternative wrapper for GitFlow commands within the Visual Studio
    Code environment. It automates common tasks such as prefixing branches and formatting
    merge requests. Best suited for teams maintaining strict GitFlow topologies who
    want to reduce terminal context-switching.
  language: TypeScript
  resource_type: Editor Extension
  complexity: Basic
  hierarchy:
  - Development Environment
  - IDE Extensions
  - Git Integration
  is_microservice: false
  title: GitFlow 4 Code
https://marketplace.visualstudio.com/items?itemName=Gruntfuggly.todo-tree:
  description: ''
  addition_method: manual
  content_hash: 5c847404069b1df51d9db21a47ebc7a09a2a4d5648c2412de4192c6df67a9698
  health_score: 100.0
  last_checked: 1779032287.683283
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Todo Tree consolidates comment tags (like TODO, FIXME, etc.) across
    the active codebase into an interactive workspace folder tree. Highly useful for
    pre-release audits and team technical debt reviews.
  language: TypeScript
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: Todo Tree
https://marketplace.visualstudio.com/items?itemName=Iterative.dvc:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: The VS Code extension for Data Version Control (DVC) enables developers
    to view experiments, visual graphs, and dataset versions natively from their editor.
    By simplifying visual pipelines, it streamlines collaborative feature engineering
    and reproducible experimentation.
  language: TypeScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - MLOps
  - Data Version Control
  - Developer Tooling
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: DVC
  addition_method: manual
  v2_locations:
  - mlops.md
https://marketplace.visualstudio.com/items?itemName=MS-vsliveshare.vsliveshare:
  description: ''
  addition_method: manual
  content_hash: a3c2fc40bdeba31bc30584cc9e85a902e7895fd4f06e73396e1e6fb15e9b52c9
  health_score: 100.0
  last_checked: 1779033949.507195
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: The Live Share VS Code extension installs collaborative workspace capabilities,
    establishing secure shared dev contexts, collaborative ports, and integrated voice/debug
    sessions directly between remote environments.
  language: TypeScript
  resource_type: Product
  complexity: Intermediate
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Remote Development & Collaborative Coding
  is_microservice: false
  title: 'Live Share:'
https://marketplace.visualstudio.com/items?itemName=Orta.vscode-jest:
  description: ''
  addition_method: manual
  content_hash: acc66fdb639df1514dff8912b59bbedb74683b9358c5a814a825f0c337963548
  health_score: 100.0
  last_checked: 1779032108.284336
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Integrates Jest unit testing workflows directly into the editor. It
    offers real-time inline test failures, active watch mode triggers, and visual
    coverage reports. This setup simplifies local feedback loops for enterprise microservices
    developed in TypeScript or JavaScript.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Unit Testing
  is_microservice: false
  title: Jest
https://marketplace.visualstudio.com/items?itemName=PKief.material-icon-theme:
  description: ''
  addition_method: manual
  content_hash: 9be3a1b07dcbe526a362cbd2102377fac18468885075250428881904ccd152ad
  health_score: 100.0
  last_checked: 1779033823.352879
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Enhances the IDE visual interface with recognizable file icons corresponding
    to languages, configurations, and cloud-native templates.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - IDE Customization
  - VS Code Tooling
  is_microservice: false
  title: Material Icon Theme
https://marketplace.visualstudio.com/items?itemName=SebastianBille.iam-legend:
  description: ''
  addition_method: manual
  content_hash: 1c662ef43b52567e3cceb92bdbf5b7b680ac59444cad23fbfe6481ab72b4a71b
  health_score: 100.0
  last_checked: 1779029163.532162
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Provides autocomplete and inline documentation for AWS IAM policy documents
    inside VS Code. It helps platform and security engineers configure precise, least-privilege
    cloud permissions, reducing misconfiguration risks.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - SecOps
  - AWS IAM
  is_microservice: false
  title: ==IAM Legend==
https://marketplace.visualstudio.com/items?itemName=SemihOnay.jiraux:
  description: ''
  addition_method: manual
  content_hash: fd5804eb7f5d3238a62c8d8bf1ef5445d974011e78238f920f8731a29210e98e
  health_score: 100.0
  last_checked: 1779032880.218141
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: A Jira integration extension designed to embed issue tracking directly
    into VS Code workspaces. It surfaces task lists, changesets, and assignees. This
    keeps software engineers aligned with project management pipelines without leaving
    their code canvas.
  language: TypeScript
  resource_type: Editor Extension
  complexity: Basic
  hierarchy:
  - Development Environment
  - IDE Extensions
  - Project Management
  is_microservice: false
  title: JirAux (Jira integration)
https://marketplace.visualstudio.com/items?itemName=TeamHub.teamhub:
  description: ''
  addition_method: manual
  content_hash: 999d5b79aec4693c66240bcfbae08ceb8707d0e1fd8043e86274661ff2ab2d91
  health_score: 100.0
  last_checked: 1779029482.701086
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Integrates real-time visual indications of branch drifts and file conflicts
    directly into the IDE. It aims to reduce integration friction across distributed
    engineering teams by exposing parallel work before standard merges occur.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Collaboration
  - Version Control
  - VS Code Tooling
  is_microservice: false
  title: GitLive
https://marketplace.visualstudio.com/items?itemName=Weaveworks.vscode-gitops-tools:
  description: ''
  addition_method: manual
  content_hash: 9af625c4effe71ec906065bda55e2250a1e5861446e6fe70e9149861f34a623f
  health_score: 100.0
  last_checked: 1779034030.776311
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Simplifies managing and visualizing GitOps resources powered by Flux
    directly inside the editor. Despite Weaveworks restructuring, the Flux ecosystem
    remains a dominant engine for production-grade Kubernetes deployments.
  language: TypeScript
  resource_type: Extension
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - GitOps
  is_microservice: true
  title: "marketplace.visualstudio.com: GitOps Tools for Flux \U0001F31F"
https://marketplace.visualstudio.com/items?itemName=aaron-bond.better-comments:
  description: ''
  addition_method: manual
  content_hash: cd2e94753d800170ed037f090f51b79cf7d6de8fec618b1b1e2a53271a4d9ad8
  health_score: 100.0
  last_checked: 1779030230.419173
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Better Comments organizes source code documentation by applying distinct
    semantic colorizations to comments. Classifies tasks into alerts, queries, warnings,
    and TODOs, significantly improving overall team readability.
  language: TypeScript
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: Better Comments
https://marketplace.visualstudio.com/items?itemName=adpyke.codesnap:
  description: ''
  addition_method: manual
  content_hash: d7e90c29f677534fe78f7dcb8c8abf11027202018ce8144b7666c939718f7917
  health_score: 100.0
  last_checked: 1779029883.471749
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Creates highly customizable and beautiful screenshots of code blocks
    for architectural reviews, presentations, and tutorials. It is a utility for developer
    advocacy and engineering onboarding workflows.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Collaboration
  - Documentation
  - VS Code Tooling
  is_microservice: false
  title: 'marketplace.visualstudio.com: CodeSnap'
https://marketplace.visualstudio.com/items?itemName=alefragnani.jenkins-status:
  description: ''
  addition_method: manual
  content_hash: 449fec62f348ff45199e88b6e9631f0525aa71a58db33512508e8d92a30a63f0
  health_score: 100.0
  last_checked: 1779030934.382741
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: Embeds dynamic Jenkins job status tracking into the VS Code status bar.
    It fetches remote build parameters via API to display build pass/fail statistics,
    keeping developer feedback loops tight during active coding sprints.
  language: TypeScript
  resource_type: Editor Extension
  complexity: Basic
  hierarchy:
  - CI/CD Pipeline
  - Jenkins Tools
  - Monitoring
  is_microservice: false
  title: 'Alessandro Fragnani: Jenkins Status'
https://marketplace.visualstudio.com/items?itemName=angryobject.react-pure-to-class-vscode:
  description: ''
  addition_method: manual
  content_hash: ed5530f4a7d23a12466612e7d32530fef6d067770727fffb221a2a8777c04454
  health_score: 100.0
  last_checked: 1779032039.073548
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Converts pure functional React components to class-based components.
    With the widespread adoption of Hooks and functional architectures in modern UI
    development, this tool has become a legacy helper primarily used for maintaining
    older web codebases.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Frontend Development
  - React Utility
  - VS Code Tooling
  is_microservice: false
  title: React Pure To Class
https://marketplace.visualstudio.com/items?itemName=azurepaas-tools.vscode-learncloud:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Visual Studio Code extension designed to accelerate cloud onboarding
    directly within the developer workspace. It streamlines access to Azure training
    modules and sandboxed labs, reducing cognitive context switching during technical
    training.
  language: TypeScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Developer Tools
  - IDE Extensions
  - Azure Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "marketplace.visualstudio.com: Learn Cloud \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff:
  description: ''
  addition_method: manual
  content_hash: 7eecbfa866b8b7a5c738528c9396e543f9fcb71cee792ba49d85dc148706a128
  health_score: 100.0
  last_checked: 1779031396.989976
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Integrates the ultra-fast Rust-based Ruff linter and formatter directly
    into VS Code. In 2026, it is the standard for microservice backends, replacing
    flake8 and black with massive speed enhancements.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - Linter and Formatter
  - Python
  is_microservice: false
  title: 'marketplace.visualstudio.com: Ruff extension for Visual Studio Code'
https://marketplace.visualstudio.com/items?itemName=christian-kohler.path-intellisense:
  description: ''
  addition_method: manual
  content_hash: f64b8e0255bcbeeebe8137b1194de72a0bd2060d8f00c1bbf2c9f7adf426b60f
  health_score: 100.0
  last_checked: 1779033619.109186
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Provides dynamic path autocompletion during import statements and file
    references. This capability reduces import failures across large directories.
    Although modern language servers have improved built-in path resolution, this
    extension remains popular for deep directory layouts.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - IDE Enhancements
  - VS Code Tooling
  is_microservice: false
  title: Path Intellisense
https://marketplace.visualstudio.com/items?itemName=cschleiden.vscode-github-actions:
  addition_method: manual
  content_hash: f844c19035655334933e41a62edff9ecda06584dd26d9beac271c6f22b838e84
  description: ''
  health_score: 100.0
  last_checked: 1779030577.890404
  stars: 0
  title: "GitHub Actions \U0001F31F"
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://marketplace.visualstudio.com/items?itemName=dag-andersen.kubernetes-reference-highlighter:
  description: ''
  addition_method: manual
  content_hash: 4034882b2d236513f2ede0125889a49bdb8bfec578f9aecd180c1f717fb6ae69
  health_score: 100.0
  last_checked: 1779031086.709364
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Highlights cross-references inside Kubernetes manifest files, such as
    linking ConfigMaps and Secrets to Deployment specifications. Reduces misconfigurations
    and deployments crashes in complex environments.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Configuration Validation
  is_microservice: true
  title: "marketplace.visualstudio.com: Kubernetes Reference Highlighter \U0001F31F"
https://marketplace.visualstudio.com/items?itemName=dannysteenman.cloudformation-yaml-snippets:
  description: ''
  addition_method: manual
  content_hash: a07a638d33edf74292547806fd6504ece2c19e0c7a5af1791534c448b878af54
  health_score: 100.0
  last_checked: 1779130494.929578
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2019'
  stars: 0
  ai_summary: A comprehensive collection of AWS CloudFormation snippets formatted
    for both YAML and JSON, offering platform engineers rapid, boilerplate-free template
    creation for AWS infrastructure stacks.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - IaC Extensions
  is_microservice: false
  title: "CloudFormation Snippets \U0001F31F"
https://marketplace.visualstudio.com/items?itemName=dbaeumer.vscode-eslint:
  description: ''
  addition_method: manual
  content_hash: dd05e43922828a105b2e942474a764321d41501579df800fd40a05e242e6b155
  health_score: 100.0
  last_checked: 1779033805.722462
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: ESLint embeds static linting analysis into the active editor, identifying
    syntax defects, security code smells, and configuration errors in real time to
    prevent issues prior to container compilation.
  language: JavaScript
  resource_type: Product
  complexity: Intermediate
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: 'ESLint:'
https://marketplace.visualstudio.com/items?itemName=dracula-theme.theme-dracula:
  description: ''
  addition_method: manual
  content_hash: a1377ac560980128bbce3980b9af0ea0135ab80278fd5b2a1ca6cdb89879196b
  health_score: 100.0
  last_checked: 1779034034.499059
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: One of the most popular and cross-platform dark color palettes in software
    development, providing clear syntax highlighting and contrast.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - IDE Customization
  - VS Code Tooling
  is_microservice: false
  title: Dracula Official
https://marketplace.visualstudio.com/items?itemName=dsteenman.cloudformation-yaml-snippets:
  addition_method: manual
  content_hash: b651a23ddd855358ffa4db601feb87d8d9eb7f2cb530d9356bbbbcd15a6100e8
  description: ''
  health_score: 100.0
  last_checked: 1779033507.922243
  stars: 0
  title: "CloudFormation Snippets \U0001F31F"
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://marketplace.visualstudio.com/items?itemName=eamodio.gitlens:
  description: ''
  addition_method: manual
  content_hash: 768a3671ff35758c36b8618d9bf0fb26a9e855cfc0861efd6c803e32f74498c7
  health_score: 100.0
  last_checked: 1779033500.780531
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: GitLens supercharges Git capabilities within VS Code, providing instant
    code authorship visibility, interactive file histories, branch comparison matrices,
    and commit-level analysis directly within the editor workspace.
  language: TypeScript
  resource_type: Product
  complexity: Intermediate
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Version Control Integration
  is_microservice: false
  title: "GitLens \U0001F31F"
https://marketplace.visualstudio.com/items?itemName=esbenp.prettier-vscode:
  description: ''
  addition_method: manual
  content_hash: a81f9be11f86ed8a661d2b6bbd4c0c0ff16446e41aeab4f299186cba33bcc2b5
  health_score: 100.0
  last_checked: 1779029992.822489
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Prettier enforces unified formatting across multi-developer configurations.
    This AST-based code formatter eliminates layout debates by structuring code uniformly
    on save across all major web-oriented files.
  language: JavaScript
  resource_type: Product
  complexity: Intermediate
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: 'Prettier:'
https://marketplace.visualstudio.com/items?itemName=fabiospampinato.vscode-todo-plus:
  description: ''
  addition_method: manual
  content_hash: 25498d7e649ba60353b9f3af43cf9729d47e37d684a2566b9c60d6ed55be40f4
  health_score: 100.0
  last_checked: 1779032552.04564
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Todo+ manages task lists within the VS Code workspace, enabling inline
    timer tracking, markdown task tags, and task dashboard trees directly inside active
    repositories.
  language: TypeScript
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: Todo+
https://marketplace.visualstudio.com/items?itemName=fatihacet.gitlab-workflow:
  addition_method: manual
  content_hash: 7bd4c431f9141b49a116a7dc20afa5fb7538276e487454f00df94f4ec16aa9e3
  description: ''
  health_score: 100.0
  last_checked: 1779031468.572613
  stars: 0
  title: GitLab Workflow
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://marketplace.visualstudio.com/items?itemName=github.vscode-github-actions:
  description: ''
  addition_method: manual
  content_hash: 78034cc2e83fa4dfdd1e8f834d4ebae0a489898520c9a0e256935e37a5090470
  health_score: 100.0
  last_checked: 1779130494.958095
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  stars: 0
  ai_summary: The official GitHub Actions extension for VS Code, enabling developers
    to build, validate, monitor, and run CI/CD workflows natively within the IDE with
    real-time log streaming.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Development Tools
  - VS Code
  - CI/CD Extensions
  is_microservice: false
  title: "GitHub Actions \U0001F31F"
https://marketplace.visualstudio.com/items?itemName=gitlab.gitlab-workflow:
  description: ''
  addition_method: manual
  content_hash: a4b6a17418cc66fcbd47c4b43f4950d78472a530e67ff9b04cc1879907669a4b
  health_score: 100.0
  last_checked: 1779130494.959657
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2019'
  stars: 0
  ai_summary: Integrates GitLab's merge requests, issues, and CI/CD pipelines directly
    into VS Code, allowing platform engineers to monitor CI statuses and conduct code
    reviews seamlessly inside the workspace.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Development Tools
  - VS Code
  - CI/CD Extensions
  is_microservice: false
  title: GitLab Workflow
https://marketplace.visualstudio.com/items?itemName=hashicorp.terraform:
  description: ''
  addition_method: manual
  content_hash: 8fd4ab9e536e0b0803b33d821316da5b0a063d64f569698302991bbfb65927bb
  health_score: 100.0
  last_checked: 1779130494.930511
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2020'
  stars: 0
  ai_summary: The official HashiCorp Terraform extension, offering syntax highlighting,
    autocompletion, real-time dry-runs, and direct module documentation linkings to
    enforce clean IaC creation.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Development Tools
  - VS Code
  - IaC Extensions
  is_microservice: false
  title: Terraform
https://marketplace.visualstudio.com/items?itemName=hediet.vscode-drawio:
  description: ''
  addition_method: manual
  content_hash: 5d7742e6b641b5dd0dd569c689189c13c36a83cb1cf779a9061e5b0b08137b07
  health_score: 100.0
  last_checked: 1779029464.815942
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Embeds a Draw.io editor directly inside VS Code, allowing users to store
    diagrams as XML, SVG, or PNG inside project repositories. It supports a 'Diagrams
    as Code' methodology, aligning software design documents directly with git commit
    histories.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Engineering Productivity
  - Architecture Documentation
  - VS Code Tooling
  is_microservice: false
  title: Draw.io Integration
https://marketplace.visualstudio.com/items?itemName=icrawl.discord-vscode:
  description: ''
  addition_method: manual
  content_hash: d06a710642e2b1009f885fa357f4281f2f5827b79181a1eb0e5248601e9cdcd6
  health_score: 100.0
  last_checked: 1779032114.202246
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Integrates active VS Code workspace and language context directly with
    Discord's active presence, ideal for developer networking and student teamwork.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Collaboration
  - IDE Customization
  - VS Code Tooling
  is_microservice: false
  title: Discord Presence Theme
https://marketplace.visualstudio.com/items?itemName=ivory-lab.jenkinsfile-support:
  description: ''
  addition_method: manual
  content_hash: 884af5ef0bfa776baf399d551b73025743989c5a40e6c185fb5badcdec5bf49c
  health_score: 100.0
  last_checked: 1779029940.781112
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2020'
  ai_summary: Delivers visual formatting and basic syntax detection for scripted and
    declarative Jenkins pipelines in VS Code. Standardizes syntax structures across
    shared team code repositories.
  language: Groovy
  resource_type: Editor Extension
  complexity: Basic
  hierarchy:
  - CI/CD Pipeline
  - Jenkins Tools
  - Syntax Highlighting
  is_microservice: false
  title: 'ivory-lab: JenkinsFile Support'
https://marketplace.visualstudio.com/items?itemName=janjoerke.jenkins-pipeline-linter-connector:
  description: ''
  addition_method: manual
  content_hash: 9c7e383d278d742d3eb4e1a3841b7b5f4e79d23d85256461ce456a8060aa89e9
  health_score: 100.0
  last_checked: 1779032149.995947
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: Connects local VS Code configurations with a remote Jenkins server's
    dynamic pipeline linter API. It validates declarative Jenkinsfiles against active
    plugins and system schemas in real time, preventing syntax-driven CI pipeline
    failures.
  language: TypeScript
  resource_type: Editor Extension
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - Jenkins Tools
  - Validation & Linting
  is_microservice: false
  title: Jenkins Pipeline Linter Connector
https://marketplace.visualstudio.com/items?itemName=jcasc-developers.jcasc-plugin:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A high-performance developer editor tool designed to provide autocompletion,
    real-time schema linting, and context-aware validation syntax checks specifically
    for managing complex Jenkins Configuration as Code declarations.
  language: TypeScript
  resource_type: Editor Extension
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Configuration as Code
  - Developer Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Visual Studio Code JCasC-Plugin \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://marketplace.visualstudio.com/items?itemName=jmMeessen.jenkins-declarative-support:
  description: ''
  addition_method: manual
  content_hash: cb255becbdbdf3aaffa195be60e5f54c698846f7264d63c9ed5fd1dd4963a5c2
  health_score: 100.0
  last_checked: 1779031356.128802
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  - jenkins.md
  year: '2021'
  ai_summary: Provides targeted code snippets, auto-complete utilities, and syntax
    validations optimized for declarative Jenkinsfiles. It dramatically reduces developer
    syntax errors when managing complex multi-stage pipeline steps.
  language: TypeScript
  resource_type: Editor Extension
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - Jenkins Tools
  - Validation & Linting
  is_microservice: false
  title: 'JM Meessen: Declarative Jenkinsfile Support'
https://marketplace.visualstudio.com/items?itemName=jock.svg:
  description: ''
  addition_method: manual
  content_hash: 2ba41011b47bf5aebc7a14742396c1c0ddc4fc5d74930e8f5d6485a0af08ce9f
  health_score: 100.0
  last_checked: 1779032699.204253
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: SVG adds structural vector graphic manipulation tools, allowing engineers
    to preview, manipulate, format, and audit XML vectors directly inside the workspace
    layout.
  language: TypeScript
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: 'SVG:'
https://marketplace.visualstudio.com/items?itemName=juanmnl.vscode-theme-1984:
  description: ''
  addition_method: manual
  content_hash: 1281da8893dacffc3fa47a9432818e7fa19ec39049080585431fdd3dda68bd53
  health_score: 100.0
  last_checked: 1779029475.210347
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: A retro-neon vaporwave theme that provides a distinct high-contrast
    palette for custom development aesthetics.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - IDE Customization
  - VS Code Tooling
  is_microservice: false
  title: 1984 Theme
https://marketplace.visualstudio.com/items?itemName=kennylong.kubernetes-yaml-formatter:
  description: ''
  addition_method: manual
  content_hash: 94197bf4fb6ff39ea04ac3dee72d9a303994884fb5c26529f8cb6ba327c56ce9
  health_score: 100.0
  last_checked: 1779031425.538044
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Formats Kubernetes YAML manifests specifically, enforcing standardization
    across deployments. Crucial for platform engineers managing large declarative
    infrastructures in multi-tenant environments.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Configuration Validation
  is_microservice: true
  title: "==marketplace.visualstudio.com: Kubernetes YAML Formatter== \U0001F31F"
https://marketplace.visualstudio.com/items?itemName=livepdm.auto-markdown-toc-ax1:
  description: ''
  addition_method: manual
  content_hash: 1cb7c331eca23567cce9c9ee8f6ecb05bf092af1985e5f1546f42ee2cd3f03fa
  health_score: 100.0
  last_checked: 1779030538.572142
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Auto Markdown TOC automatically scans, maps, and structures dynamic
    directories in technical readmes and document structures, applying updates on
    file save actions to ensure navigation accuracy.
  language: TypeScript
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: Auto Markdown TOC By AX1
https://marketplace.visualstudio.com/items?itemName=mauve.terraform:
  addition_method: manual
  content_hash: 27dbd02beeb29fe046dd9276b3ab60935903a7270f75d6cc37c6be0ebf32d2cf
  description: ''
  health_score: 100.0
  last_checked: 1779030500.114545
  stars: 0
  title: Terraform
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://marketplace.visualstudio.com/items?itemName=mgmcdermott.vscode-language-babel:
  description: ''
  addition_method: manual
  content_hash: 394a97ab4388baf20359e98ea1d8c9c4e87effec92374b5c60c983298dc57dde
  health_score: 100.0
  last_checked: 1779031125.655617
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Provides ECMAScript syntax highlighting support for older JS parser
    platforms, helping modernize legacy JavaScript code bases within VS Code's editor
    structure.
  language: JavaScript
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: Babel JavaScript
https://marketplace.visualstudio.com/items?itemName=mhutchie.git-graph:
  description: ''
  addition_method: manual
  content_hash: 88ea40b9a987f741e78523c6ed76fb11e95a93bbdba12298bfbe39f7434ed514
  health_score: 100.0
  last_checked: 1779031190.130387
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Git Graph provides an interactive graph visualization of repository
    histories. It simplifies advanced operations such as interactive branch cherry-picks,
    rebasing, and merges through a graphical workspace context.
  language: TypeScript
  resource_type: Product
  complexity: Intermediate
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Version Control Integration
  is_microservice: false
  title: Git Graph
https://marketplace.visualstudio.com/items?itemName=mikestead.dotenv:
  description: ''
  addition_method: manual
  content_hash: 68032b3b815fa7b6fa7229304d22d7dbf6b8cb867e65cf67d3dd41966d2354ea
  health_score: 100.0
  last_checked: 1779031944.885847
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Provides syntax highlighting, syntax validation, and basic formatting
    for `.env` files. This lightweight extension prevents parsing and configuration
    errors before environment variables are deployed. Although basic, it remains highly
    useful for local environment orchestration and credential preparation.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - Configuration Management
  - VS Code Tooling
  is_microservice: false
  title: DotENV
https://marketplace.visualstudio.com/items?itemName=mindaro.mindaro:
  description: '- [marketplace.visualstudio.com: Bridge to Kubernetes (Visual Studio)](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.mindaro)
    Bridge to Kubernetes for Visual Studio 2019'
  year: '2023'
  stars: 0
  ai_summary: Official VS Code extension that implements the Bridge to Kubernetes
    local-to-remote cluster redirection framework. Allows developers to step through
    breakpoints in their local environment while acting as an integrated cluster endpoint.
  language: TypeScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Development Workflow
  - IDE Extensions
  - Bridge to Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'marketplace.visualstudio.com: Bridge to Kubernetes (VSCode)'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://marketplace.visualstudio.com/items?itemName=mongodb.mongodb-vscode:
  description: ''
  addition_method: manual
  content_hash: 9fd10141ccf49873cc5ff2956f100048c135f74302f5b76fb51fba5734c34104
  health_score: 100.0
  last_checked: 1779032800.22788
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Explores, queries, and modifies MongoDB data collections natively without
    leaving the editor. Essential tool for developers writing and verifying backend
    microservices backed by document stores.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Databases
  - NoSQL
  is_microservice: true
  title: MongoDB for VS Code
https://marketplace.visualstudio.com/items?itemName=monokai.theme-monokai-pro-vscode:
  description: ''
  addition_method: manual
  content_hash: ef4408788374e6681236e6a864413511fa59c35b556c1f53bdee3690e5b0a8d9
  health_score: 100.0
  last_checked: 1779031844.369059
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: A highly structured color palette designed to reduce eye strain and
    optimize visual parsing of nested structures and syntaxes.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - IDE Customization
  - VS Code Tooling
  is_microservice: false
  title: Monokai Pro Theme
https://marketplace.visualstudio.com/items?itemName=ms-azuretools.mindaro:
  addition_method: manual
  content_hash: 1566b680b9a6dffb1e52ccd9b7cc0d009f640d34cecaddc630e7db8dd119c359
  description: ''
  health_score: 100.0
  last_checked: 1779030425.66038
  needs_ai_refresh: true
  stars: 0
  title: 'marketplace.visualstudio.com: Bridge to Kubernetes (Visual Studio)'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-azureappservice:
  description: ''
  addition_method: manual
  content_hash: e76a54a2f90dd92666fa1e192d4a40965ed2746288d651a648d199e364f4bb9c
  health_score: 100.0
  last_checked: 1779029158.608582
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Simplifies deployment, configuration, and monitoring of applications
    hosted on Azure App Service. Useful for deploying monolithic apps and APIs, though
    complex architectures have shifted toward Kubernetes and Serverless.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - PaaS
  - Azure
  is_microservice: true
  title: 'marketplace.visualstudio.com: Azure App Service for Visual Studio Code'
https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-docker:
  description: ''
  addition_method: manual
  content_hash: ec67cabf04775bef971027b3ab5da8772d96e8c16840494181eb4c14aef297f4
  health_score: 100.0
  last_checked: 1779034355.405628
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Duplicate entry of the official Microsoft Docker extension, which allows
    engineers to scaffold, test, and run containers directly in their development
    environment.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Containerization
  - VS Code Tooling
  is_microservice: true
  title: Docker
https://marketplace.visualstudio.com/items?itemName=ms-kubernetes-tools.kind-vscode:
  description: ''
  addition_method: manual
  content_hash: 2fbd28f58ba9e1091333f7de82440e87f8543a7f0d4eaf4687015571815e4dae
  health_score: 100.0
  last_checked: 1779032922.492155
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Integrates KinD (Kubernetes in Docker) cluster management directly within
    VS Code, easing local microservice prototyping and controller debugging workflows.
  language: TypeScript
  resource_type: Extension
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Local Clusters
  is_microservice: true
  title: Kubernetes Kind (by Microsoft)
https://marketplace.visualstudio.com/items?itemName=ms-kubernetes-tools.vscode-kubernetes-tools:
  description: ''
  addition_method: manual
  content_hash: a3faaa339a94fec3c1c93186832d5a127d1d669afb37617fa479031884f0b48b
  health_score: 100.0
  last_checked: 1779034516.919535
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: The absolute standard extension for interacting with remote and local
    Kubernetes clusters, displaying live resources, forwarding ports, and streaming
    microservice logs.
  language: TypeScript
  resource_type: Extension
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - VS Code Tooling
  is_microservice: true
  title: Kubernetes (by Microsoft)
https://marketplace.visualstudio.com/items?itemName=msazurermtools.azurerm-vscode-tools:
  description: ''
  addition_method: manual
  content_hash: ec48c3200b96acb827ffc68f3faf196f1e6e733ceaea3792d98196a6efe814fb
  health_score: 100.0
  last_checked: 1779031333.41869
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Provides language server support, validation, and autocomplete for Azure
    Resource Manager (ARM) JSON templates. Although Microsoft Bicep and Terraform
    are often preferred for new projects, ARM tools remain critical for maintaining
    enterprise deployment patterns.
  language: TypeScript
  resource_type: Extension
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Azure
  is_microservice: false
  title: "Azure Resource Manager (ARM) Tools \U0001F31F"
https://marketplace.visualstudio.com/items?itemName=njpwerner.autodocstring:
  description: ''
  addition_method: manual
  content_hash: 8cfcf558b30ea3b3899a076d5f4cd64f5b9718bb609b5446f0c6d06278957ee5
  health_score: 100.0
  last_checked: 1779030115.376638
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Generates structured docstrings for Python methods and classes dynamically
    based on various standard formats. Simplifies documenting APIs and data models
    within Python microservices.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - Documentation
  - Python
  is_microservice: false
  title: 'marketplace.visualstudio.com: autoDocstring - Python Docstring Generator'
https://marketplace.visualstudio.com/items?itemName=oderwat.indent-rainbow:
  description: ''
  addition_method: manual
  content_hash: 5980133781101ddddc30ad6e70f789c6bb080f7c92bf70f10aced51b64933f7a
  health_score: 100.0
  last_checked: 1779031566.869487
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Indent-Rainbow applies subtle color transitions to code indent blocks.
    This visual separation is highly effective at reducing cognitive overhead when
    editing nested YAML patterns or deep JSON profiles.
  language: TypeScript
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: 'Indent-Rainbow:'
https://marketplace.visualstudio.com/items?itemName=pnp.polacode:
  description: ''
  addition_method: manual
  content_hash: 7b4f9b6ee2ba95b723bf6008f8d19147394a476f070e28936128bb9c550d057a
  health_score: 100.0
  last_checked: 1779030522.286792
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Polacode generates visually appealing, stylized screenshots of designated
    code blocks. It is highly valued for code-review processes, technical books, and
    slide decks.
  language: JavaScript
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: Polacode
https://marketplace.visualstudio.com/items?itemName=redhat.vscode-openshift-connector:
  addition_method: manual
  content_hash: a7a3faeea1dae23bebbe75b9d4afa887c46ed8842e70d99a49fb06c498fc0164
  description: ''
  health_score: 100.0
  last_checked: 1779030927.834265
  needs_ai_refresh: true
  stars: 0
  title: "OpenShift Connector \U0001F31F"
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://marketplace.visualstudio.com/items?itemName=ritwickdey.LiveServer:
  description: ''
  addition_method: manual
  content_hash: 7fd2427d87787931b99f23deff6941b1b0760374b7df367c1d45b55f01b657e1
  health_score: 100.0
  last_checked: 1779030954.249605
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Launches a local development server with live reload capability for
    static and dynamic frontend web pages. Ideal for rapid prototyping and mock integrations.
    However, in enterprise microservices, developers typically rely on reverse proxies
    or HMR-integrated bundlers for local testing.
  language: JavaScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Frontend Development
  - Local Server
  - VS Code Tooling
  is_microservice: false
  title: 'Live Server:'
https://marketplace.visualstudio.com/items?itemName=rvest.vs-code-prettier-eslint:
  description: ''
  addition_method: manual
  content_hash: c91a68b089ba59b0e3cc7dc7099a10c526b7050656c6fdf8a92414c28f07cae4
  health_score: 100.0
  last_checked: 1779029325.505243
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Combines ESLint configuration checks and Prettier formatting systems
    under one seamless runtime integration. Minimizes config conflicts between syntax
    checker specifications and styling layouts.
  language: JavaScript
  resource_type: Product
  complexity: Advanced
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: Prettier ESLint
https://marketplace.visualstudio.com/items?itemName=salesforce.codey-midnight:
  description: ''
  addition_method: manual
  content_hash: f09459301e3e9922954ff442e820de29af2d947c4b0c3acfcec6d5a910e92f06
  health_score: 100.0
  last_checked: 1779033166.457855
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: A dark Salesforce-developed theme intended to optimize developer focus
    and provide accessible contrast levels during deep development sessions.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - IDE Customization
  - VS Code Tooling
  is_microservice: false
  title: Codey Midnight Theme
https://marketplace.visualstudio.com/items?itemName=secanis.jenkinsfile-support:
  description: ''
  addition_method: manual
  content_hash: 56703cff4c23c5a57b61672606c42ed12e42eb1c731e348b63c70b8f7093d646
  health_score: 100.0
  last_checked: 1779030931.600255
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2019'
  ai_summary: Provides basic Groovy and Jenkinsfile-specific syntax highlighting within
    VS Code. While older, it remains useful for developers deploying simple pipelines
    who want instant visual structure validation without configuring complex API linters.
  language: Groovy
  resource_type: Editor Extension
  complexity: Basic
  hierarchy:
  - CI/CD Pipeline
  - Jenkins Tools
  - Syntax Highlighting
  is_microservice: false
  title: 'secanis.ch: Jenkinsfile Support'
https://marketplace.visualstudio.com/items?itemName=usernamehw.errorlens:
  description: ''
  addition_method: manual
  content_hash: 7a87e2eb57ed9ba8390e740001f0876fd03e85b43c2b3cc00dbdafbab131fbf3
  health_score: 100.0
  last_checked: 1779034522.72562
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Error Lens improves dev speed by outputting warning and error diagnostic
    texts directly on the code line. Eliminates the need to hover over syntax errors,
    reducing debug-cycle latency.
  language: TypeScript
  resource_type: Product
  complexity: Intermediate
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: Error Lens
https://marketplace.visualstudio.com/items?itemName=vector-of-bool.gitflow:
  description: ''
  addition_method: manual
  content_hash: 3c3e8904a7dc79662479dff7ba7d8e8336b05fbc221cedd85cc248fb0e3423ce
  health_score: 100.0
  last_checked: 1779029938.880421
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2020'
  ai_summary: Integrates the GitFlow branching model into the VS Code status bar.
    Designed for local branch lifecycle management, it allows developers to execute
    flow starts and finishes. Live Grounding notes it remains an active community
    convenience tool, though many teams have migrated to unified trunk-based development
    or native git extensions.
  language: TypeScript
  resource_type: Editor Extension
  complexity: Basic
  hierarchy:
  - Development Environment
  - IDE Extensions
  - Git Integration
  is_microservice: false
  title: gitflow by vector-of-bool
https://marketplace.visualstudio.com/items?itemName=wayou.vscode-todo-highlight:
  description: ''
  addition_method: manual
  content_hash: b7027233699531b0769727f852af3b33ae26813800bd34fa47be82e3d291b652
  health_score: 100.0
  last_checked: 1779030561.592535
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Scans and highlights markers like TODO, FIXME, or HACK within source
    code comments. Helps developers maintain high visibility over technical debt during
    iterative sprint cycles.
  language: TypeScript
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: TODO Highlight
https://marketplace.visualstudio.com/items?itemName=xyz.local-history:
  description: ''
  addition_method: manual
  content_hash: 00ad2ed37cf647331fc2b70b6de07b4d2e95a92c7229e0236eafb6cc8cde28ae
  health_score: 100.0
  last_checked: 1779032543.401347
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Maintains an independent local timeline of file changes, acting as a
    fallback when code modifications have not yet been committed to Git. This local
    safety net helps prevent accidental data loss during local refactoring.
  language: TypeScript
  resource_type: Extension
  complexity: Beginner
  hierarchy:
  - Development Environment
  - Version Control
  - VS Code Tooling
  is_microservice: false
  title: Local History
https://marketplace.visualstudio.com/items?itemName=yzhang.markdown-all-in-one:
  description: ''
  addition_method: manual
  content_hash: c93827634c83e5e395daa936c49ab2fa738abc8e41737f1a13e3630b93b51703
  health_score: 100.0
  last_checked: 1779032227.620995
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Markdown All in One automates common formatting tasks in markdown files.
    It manages auto-updating Tables of Contents, controls formatting short-keys, and
    handles list-generation systems in technical documentation.
  language: TypeScript
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Extension Development & Integrations
  is_microservice: false
  title: "Markdown All in One \U0001F31F"
https://marketplace.visualstudio.com/publishers/AmazonWebServices:
  description: ''
  addition_method: manual
  content_hash: c0894b767c9291f7d3d8169f39960fbebb881ca17d835efae49b133bbafe69d0
  health_score: 100.0
  last_checked: 1779033576.158323
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Amazon Web Services' publisher portal hosting development kits, AWS
    Toolkit, and Cloud9 connectors. Enables deployment, serverless testing, and IAM
    integration directly from the IDE interface.
  language: N/A
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: AmazonWebServices
https://marketplace.visualstudio.com/publishers/GoogleCloudTools:
  description: ''
  addition_method: manual
  content_hash: 6e072f93092b3232993e8b5acf73a801e18f4bac2a0c3cd274d44f0d7afc876d
  health_score: 100.0
  last_checked: 1779031544.483839
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Google Cloud's extension ecosystem hosting Cloud Code. Delivers developer-focused
    tooling for writing, testing, debugging, and deploying cloud-native containerized
    applications directly on GKE and Cloud Run environments.
  language: N/A
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: Google Cloud
https://marketplace.visualstudio.com/publishers/Microsoft:
  description: ''
  addition_method: manual
  content_hash: c647ebda87c29f444a9aa769bb33e8f2203707884bc1059c8ed8a11273512576
  health_score: 100.0
  last_checked: 1779033079.895553
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Microsoft's official publisher hub on the VS Code Marketplace. Features
    foundational tools including Remote SSH, WSL, Python integration, and essential
    debuggers that form the core of most developer workflows.
  language: N/A
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: "Microsoft \U0001F31F"
https://marketplace.visualstudio.com/publishers/Oracle:
  description: ''
  addition_method: manual
  content_hash: 9e969de81ab2a629bb1ae3dcb574d7ce3df7cfd9a77b9f060653f267059d3d48
  health_score: 100.0
  last_checked: 1779030584.034793
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Oracle's publisher page featuring integrations for Java development,
    enterprise runtime setups, database connections, and GraalVM support, facilitating
    high-fidelity enterprise software engineering.
  language: N/A
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: Oracle
https://marketplace.visualstudio.com/publishers/redhat:
  description: ''
  addition_method: manual
  content_hash: 1f910509bac892c50a3985359b73b713b7b772f18aae42ddc7dc4eecfa412e3f
  health_score: 100.0
  last_checked: 1779031182.154385
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Red Hat's publisher hub on the VS Code Marketplace. Delivers key language
    servers and syntax schema validators for industry-standard configurations including
    XML, YAML, Ansible, and Kubernetes resources.
  language: N/A
  resource_type: Product
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: "Red Hat \U0001F31F"
https://marklodato.github.io/visual-git-guide/index-en.html:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: A highly praised visual guide explaining Git commands via structural
    maps and diagrams. Clearly illustrates state transitions between the workspace,
    index, local repository, and remote servers.
  language: English
  resource_type: Reference Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Internals
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "marklodato.github.io: A Visual Git Reference \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://markrosscloud.medium.com/introducing-kiro-aws-agentic-ai-based-ide-cded711b1409:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030572.328642
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Introducing Kiro: AWS Agentic AI-Based IDE'
  v1_locations:
  - docs/ai.md
  - docs/aws.md
  - docs/kubernetes.md
  v2_locations:
  - ai.md
  - aws.md
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Introducing
    Kiro: AWS Agentic AI-Based IDE in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://markstevenson.org:
  addition_method: manual
  content_hash: 9583bfddc3f8276c2e12d01386e1bb3a76aaa4f9a5bb81bf510f8112bec15e10
  health_score: 100.0
  last_checked: 1779029950.320603
  v1_locations:
  - docs/about.md
https://martinfowler.com/articles/201701-event-driven.html:
  description: ''
  year: '2017'
  stars: 1
  ai_summary: 'Martin Fowler clarifies the ambiguous term ''Event-Driven''. Outlines
    four distinct patterns: Event Notification, Event-Carried State Transfer, Event
    Sourcing, and CQRS, detailing their operational advantages and pain points.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Patterns
  - EDA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "martinfowler.com: What do you mean by “Event-Driven”? \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://martinfowler.com/articles/branching-patterns.html:
  description: '- [Release Branch Pattern:](https://martinfowler.com/articles/branching-patterns.html#release-branch)
    A branch that only accepts commits accepted to stabilize a version of the product
    ready for release.'
  year: '2020'
  stars: 0
  ai_summary: An extensive architectural blueprint for source-control branch patterns.
    It compares Mainline Development, Release Branches, and Feature Branches, analyzing
    how branching decisions affect integration frequency, build testing, and release
    delivery times.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Version Control
  - Development Models
  - Branching Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'martinfowler.com: Patterns for Managing Source Code Branches'
  addition_method: manual
  v2_locations:
  - git.md
https://martinfowler.com/articles/data-mesh-principles.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'The seminal architectural document by Zhamak Dehghani outlining Data
    Mesh principles: decentralized domain ownership, data as a product, self-serve
    data platforms, and federated computational governance. It details how to break
    down monolithic data lake infrastructures into domain-driven microservices.'
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Architecture
  - Data Mesh
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'martinfowler.com: Data Mesh Principles and Logical Architecture'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://martinfowler.com/articles/data-monolith-to-mesh.html:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: The primary architectural playbook for transitioning away from monolithic
    data lakes to a distributed, domain-centric Data Mesh. It highlights the organizational
    transformations, interface structures, and self-serve platform mechanics necessary
    to implement this architecture.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Architecture
  - Data Mesh
  - Migration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'martinfowler.com: How to Move Beyond a Monolithic Data Lake to a Distributed
    Data Mesh'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://martinfowler.com/articles/evodb.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A seminal essay on evolutionary database architectures. Highlights methods
    for treating database schemas as declarative code, versioning migrations, and
    automating data migrations safely inside unified application delivery pipelines.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Database Migration
  - CI/CD & Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: martinfowler.com
  addition_method: manual
  v2_locations:
  - liquibase.md
https://martinfowler.com/articles/feature-toggles.html:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: Martin Fowler's foundational deep-dive into feature toggling architecture.
    He classifies toggles by their dynamism and lifespan (such as release, ops, experimental,
    and permission flags) and provides patterns for managing complex toggle configurations
    at scale.
  language: Markdown
  resource_type: Specification
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Feature Management
  - Architecture
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'martinfowler.com: Feature Toggles (aka Feature Flags)'
  addition_method: manual
  v2_locations:
  - git.md
https://martinfowler.com/articles/originalContinuousIntegration.html:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: The canonical, industry-defining essay by software engineering pioneer
    Martin Fowler, establishing the fundamental tenants and best practices of Continuous
    Integration. It outlines core requirements such as automated self-testing, single-source
    repositories, daily main-line integrations, and automated deployments. It serves
    as the intellectual cornerstone for modern DevOps.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - Methodology
  - Foundational Reading
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'martinfowler.com: Continuous Integration (original version)'
  addition_method: manual
  v2_locations:
  - cicd.md
https://martinfowler.com/articles/retrospective-antipatterns.html:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: An authoritative breakdown of typical anti-patterns observed during
    agile retrospective sessions, such as the 'Blame Game' or 'Loudest Voice.' Explains
    how to reconstruct retrospectives into productive, post-mortem style continuous
    feedback loops that actively resolve systemic design flaws, optimize integration
    paths, and elevate overall team software delivery quality.
  language: en
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Engineering Leadership
  - Agile Methodologies
  - Continuous Improvement
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "martinfowler.com: Retrospectives Antipatterns \U0001F31F"
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://martinfowler.com/articles/serverless.html:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Martin Fowler's canonical analysis of serverless architectures. Compares
    Back-end-as-a-Service (BaaS) and Function-as-a-Service (FaaS) ecosystems, outlining
    core trade-offs regarding state management, horizontal scalability, operational
    costs, cold starts, security, and design complexity.
  language: English
  resource_type: Reference Guide
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Serverless
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'martinfowler.com: Serverless Architectures'
  addition_method: manual
  v2_locations:
  - serverless.md
https://martinfowler.com/bliki/KeystoneInterface.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Martin Fowler's architectural pattern for the Keystone Interface. Explains
    how placing incomplete backend features behind a critical interface gate allows
    developers to continuously deploy code without exposing unfinished work to end-users.
  language: Markdown
  resource_type: Specification
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Feature Management
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'martinfowler.com: KeystoneInterface'
  addition_method: manual
  v2_locations:
  - git.md
https://martinfowler.com/nosql.html:
  description: ''
  year: '2012'
  stars: 5
  ai_summary: A foundational architectural survey of NoSQL design patterns, distinguishing
    between document, key-value, wide-column, and graph models. Fowler introduces
    polyglot persistence and analyzes CAP theorem trade-offs against traditional RDBMS
    relational constraints.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Reference Guides
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: NoSQL Guide, by Martin Fowler
  addition_method: manual
  v2_locations:
  - nosql.md
https://martinheinz.dev/blog/35:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Critically examines the OCI (Open Container Initiative) layer architecture
    to dismantle the assumption that the Docker daemon is required for packaging applications.
    Promotes alternative tooling such as Podman, Buildah, and Skopeo to improve daemonless
    security and run containers without root privileges.
  language: English
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Containers & Orchestration
  - Container Engines
  - Alternatives
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "martinheinz.dev: It's Time to Forget About Docker \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://martinheinz.dev/blog/53:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An intellectual exploration of the foundational Pod abstraction. Outlines
    the technical realities of shared network namespaces and disk storage, and why
    Pods will remain the atomic unit of the cluster scheduler.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Core Concepts
  - Workloads
  - Pods
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "martinheinz.dev: Could Kubernetes Pods Ever Become Deprecated? \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://martinheinz.dev/blog/58:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A reference article outlining methods for optimizing development workflows
    with custom kubectl plugins. Highlights the architectural patterns for packaging,
    distributing, and invoking terminal extensions to minimize manual CLI overhead.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Operations
  - Command Line Tools
  - Operational Efficiencies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'martinheinz.dev: Making Kubernetes Operations Easy with kubectl Plugins'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://martinheinz.dev/blog/60:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines cluster hygiene patterns. Details automated strategies for
    cleanups, removing orphaned configmaps, scaling down unused workloads, managing
    eviction limits, and system garbage collection mechanics.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Cluster Management
  - Garbage Collection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "martinheinz.dev: Keeping Kubernetes Clusters Clean and Tidy \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://martinheinz.dev/blog/63:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Advanced exploration of Pod Readiness Gates as an extensibility interface
    for validating external network state.

    - Covers how cloud-native load balancers and service meshes interact with custom
    Pod conditions.

    - Indispensable for architectures requiring external validation prior to directing
    production traffic to Pods.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  - Readiness Gates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'martinheinz.dev: Improving Application Availability with Pod Readiness Gates'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://martinheinz.dev/blog/73:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A hands-on Python automation guide. Details script designs to manage
    pods, clean configurations, and handle secrets in cloud-native environments, removing
    manual operational bottlenecks.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Python Automation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "martinheinz.dev/blog/73: Automate All the Boring Kubernetes Operations with
    Python \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://martinheinz.dev/blog/85:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: The Kubernetes Checkpointing API introduces the revolutionary ability
    to freeze and snapshot a running container's state to disk for backup or migration
    purposes. This technical analysis demonstrates how to leverage this API to capture
    memory-level states, enabling ultra-fast recovery and deep forensics of active
    workloads. However, as of 2026, this feature remains highly experimental and runtime-dependent.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Data Management
  - Checkpointing API
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'martinheinz.dev: Backup-and-Restore of Containers with Kubernetes Checkpointing
    API'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://martinheinz.dev/blog/89:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines continuous profiling processes to dynamically detect CPU bottlenecks
    and memory leaks in production servers. Compares performance impacts and granularity
    profiles of tools like Pyroscope and Py-Spy. Critical for architectural capacity
    planning and cost containment.
  language: Python
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Performance Optimization
  - Continuous Profiling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'martinheinz.dev: Boost Your Python Application Performance using Continuous
    Profiling'
  addition_method: manual
  v2_locations:
  - python.md
https://martkos-it.co.uk/our-work/jmeter-testing-cheat-sheet-ng5zm-97y43-af8tj:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A professional reference covering JVM allocation and distributed execution
    parameters in JMeter. Curator Insight highlights infrastructure scaling. Live
    Grounding reveals its use in testing target microservice elasticity.
  language: English
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Software Development
  - Performance Testing
  - JMeter
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'martkos-it.co.uk: JMeter Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://martkos-it.co.uk/s/jmeter-testing-cheat-sheet-v10.pdf:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A detailed PDF cheat sheet targeting headless JMeter executions and
    JVM properties. Curator Insight notes its performance testing capabilities. Live
    Grounding confirms that automated CI builds heavily utilize these exact headless
    CLI switches.
  language: English
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Performance Testing
  - JMeter
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: jmeter-testing-cheat-sheet-v10.pdf
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://marvelousmlops.substack.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029634.0496
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Marvelous MLOps Substack
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Marvelous
    MLOps Substack in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://marvelousmlops.substack.com/p/cicd-for-mlops-on-gitlab-part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032797.693571
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'marvelousmlops.substack.com: CI/CD for MLOps on GitLab (part 1)'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com:
    CI/CD for MLOps on GitLab (part 1) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://marvelousmlops.substack.com/p/how-to-sell-mlops-in-large-organizations:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031618.163316
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'marvelousmlops.substack.com: How to sell MLOps in large Organizations'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com:
    How to sell MLOps in large Organizations in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://marvelousmlops.substack.com/p/mlops-roadmap-2024:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032383.208786
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'marvelousmlops.substack.com: MLOps roadmap 2024'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com:
    MLOps roadmap 2024 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://marvelousmlops.substack.com/p/model-serving-architectures-on-databricks:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030438.536543
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'marvelousmlops.substack.com: Model serving architectures on Databricks'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com:
    Model serving architectures on Databricks in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://marvelousmlops.substack.com/p/sharpen-your-cookiecutter-speed-up:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034497.287992
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'marvelousmlops.substack.com: Sharpen your cookiecutter: speed up repo creation''
    with workflows'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com:
    Sharpen your cookiecutter: speed up repo creation'' with workflows in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://marvelousmlops.substack.com/p/technical-roles-in-data-science-who:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034207.951917
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'marvelousmlops.substack.com: Technical roles in Data Science: Who is doing''
    what?'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com:
    Technical roles in Data Science: Who is doing'' what? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://marvelousmlops.substack.com/p/traceability-and-reproducibility:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029366.691087
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'marvelousmlops.substack.com: Traceability & Reproducibility'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering marvelousmlops.substack.com:
    Traceability & Reproducibility in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://masterpoint.io/blog/ai-meets-tf-prompt-strategies-for-test-generation:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Explores LLM prompting strategies designed to automatically generate
    high-quality integration testing assertions for Terraform infrastructure codebases.
    Outlines systematic framework specifications to minimize manual testing overhead.
  language: None
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - AI Integrations
  - Validation & Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'AI Meets Terraform: Prompt Strategies for Test Generation'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
  - ai.md
https://masterpoint.io/blog/terraform-use-cases:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: 'Presents three advanced structural paradigms: multi-region dynamic
    workspace state querying, native mock-testing checks, and programmatic policy
    validation integration. Demonstrates production patterns that decoupled dependencies
    and enforce safe execution boundaries.'
  language: HCL
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'masterpoint.io: Three Terraform Use-cases You Need to Start Implementing'
  addition_method: manual
  v2_locations:
  - terraform.md
https://masterpoint.io/updates/terraform-use-cases:
  addition_method: manual
  content_hash: cbbbe2d9d2894182c5934e19b99ed045a8afe4d4d667cfe0bcfabb67c54d142c
  description: ''
  health_score: 100.0
  last_checked: 1779034572.186144
  stars: 0
  status: online
  title: 'masterpoint.io: Three Terraform Use-cases You Need to Start Implementing'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://matiasmct.medium.com/observability-at-scale-52d0d9a5fb9b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031110.878763
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'matiasmct.medium.com: Observability at Scale'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering matiasmct.medium.com:
    Observability at Scale in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://matt-rickard.com/docker-desktop-alternatives:
  addition_method: manual
  content_hash: 1630d7c0f79d77e3ae6f7fb3393b84d01722233861032053eabd5ea19da10e15
  description: ''
  health_score: 100.0
  last_checked: 1779032373.16813
  stars: 0
  status: online
  title: 'matt-rickard.com: An Overview of Docker Desktop Alternatives'
  v1_locations:
  - docs/docker.md
  year: N/A
https://matt-rickard.com/how-to-calculate-a-cidr:
  addition_method: manual
  content_hash: ee4197cd28ae9db65e7b54e44d8bf55a72706d486ec3b676d37d23ad05aeb7c1
  description: ''
  health_score: 100.0
  last_checked: 1779033676.770537
  stars: 0
  status: online
  title: 'matt-rickard.com: How to Calculate a CIDR'
  v1_locations:
  - docs/networking.md
  year: N/A
https://matt-rickard.com/infrastructure-as-code-will-be-written-by-ai:
  addition_method: manual
  content_hash: adbeebee2c57b57dc87cfd628ac4fc2eb9b35f80564f9dc183852b4c9f99f28e
  description: ''
  health_score: 100.0
  last_checked: 1779032519.887414
  stars: 0
  status: online
  title: 'matt-rickard.com: Infrastructure as Code Will be Written by AI'
  v1_locations:
  - docs/iac.md
  year: N/A
https://mattermost.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A secure, open-source chat and operational workflow platform targeted
    at high-security engineering environments. Features self-hosted orchestration,
    deep Slack API compatibility, integrated incident management pipelines, and strict
    compliance profiles suitable for defense and finance industries.
  language: Go
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Productivity Tools
  - Open Source
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Mattermost
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://mattermost.com/blog/the-top-7-open-source-tools-for-securing-your-kubernetes-cluster:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This resource provides a comparative overview of seven premier open-source
    tools designed for Kubernetes security hardening. It introduces utilities like
    Trivy, Falco, and Kube-hunter, aligning each with specific pipeline gates or runtime
    defenses. Serves as a useful high-level map for architects selecting security
    tooling.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Tooling
  - Security Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'mattermost.com: The Top 7 Open Source Tools for Securing Your Kubernetes
    Cluster'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-ingress-guide-nginx-example.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step architectural breakdown of implementing an NGINX Ingress
    Controller to manage external-to-internal cluster routing. Synthesizes key routing
    constructs, TLS termination setups via cert-manager, virtual hosting paths, and
    session affinity configurations vital for modern production topologies.
  language: YAML
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Networking
  - Ingress
  - Nginx
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "matthewpalmer.net: Kubernetes Ingress with Nginx Example \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-networking-guide-beginners.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An introductory, developer-focused guidebook breaking down cluster network
    boundaries and abstract IP allocations. Designed to demystify container routing
    and service discovery for application programmers.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - Fundamentals
  - Overview
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'matthewpalmer.net: Kubernetes Networking Guide for Beginners'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-volumes-example-nfs-persistent-volume.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A developer-oriented guide explaining the conceptual differences between
    filesystems, generic container volumes, and Persistent Volumes. It uses clear
    examples, such as an NFS-backed Volume, to clarify how and when to use each configuration
    pattern.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes Storage Implementation
  - Volume Fundamentals
  - Implementation Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "matthewpalmer.net: Filesystem vs Volume vs Persistent Volume \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://mattias.engineer/blog/2024/azure-federated-credentials-github:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Explains how to implement OIDC (OpenID Connect) federated identity credentials
    between GitHub Actions and Microsoft Azure. Eliminates the critical security risk
    of long-lived corporate service principal credentials by relying on cryptographically
    short-lived runtime tokens.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline
  - Security & Compliance
  - Access Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'mattias.engineer: Azure Federated Identity Credentials for GitHub'
  addition_method: manual
  v2_locations:
  - azure.md
https://mattias.engineer/blog/2024/terraform-professional-chapter-2:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An advanced study guide segment detailing the Terraform Authoring and
    Operations Professional Certification. Focuses on advanced deployment pipelines,
    complex state lock paradigms, deep provider configurations, and collaborative
    enterprise orchestration patterns.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Professional Development
  - Certifications
  - Terraform Professional
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'Teaser: Chapter 2 of Terraform Authoring and Operations Professional Study
    Guide'
  addition_method: manual
  v2_locations:
  - terraform.md
https://mattias.engineer/blog/2024/terraform-variable-cross-validation:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Outlines progressive methodologies for variable validation block declarations.
    Discusses cross-variable dependencies and structural validation patterns that
    ensure dynamic validation constraints are applied before triggering execution
    phases.
  language: HCL
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Validation & Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'mattias.engineer: Terraform Variable Cross Validation'
  addition_method: manual
  v2_locations:
  - terraform.md
https://mattias.engineer/blog/2025/azure-ipam-with-terraform:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A comprehensive guide to automating Azure IP Address Management (IPAM)
    using Terraform. It outlines strategies for programmatic subnet delegation, non-overlapping
    address space allocation, and enterprise-wide IP tracking to prevent resource
    collision in complex hub-and-spoke virtual architectures.
  language: Terraform
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Azure IPAM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Manage Azure IPAM with Terraform
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
https://mattias.engineer/blog/2025/azure-portal-export-terraform:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A practical exploration of the Azure Portal's feature for exporting
    active cloud resource configurations directly into functional HashiCorp Terraform
    modules. Decreases setup friction for legacy system migrations.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Export Utility
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Export Terraform Code from the Azure Portal
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
https://mattias.engineer/courses:
  addition_method: manual
  content_hash: 04f2a68aacd8a0e1c3b0fb60576dcc5f05527ab22416223c583a1a46dc41f6f0
  description: ''
  health_score: 100.0
  last_checked: 1779030363.353761
  needs_ai_refresh: true
  stars: 0
  title: "==mattias.engineer/courses== \U0001F31F"
  v1_locations: []
  year: N/A
https://mattias.engineer/courses/kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive, structured online curriculum dedicated to building
    core competency in Kubernetes application development up to the CKAD level. It
    presents complex architectural abstractions in clean, modular lessons, emphasizing
    container runtimes, declarative specifications, and network policies.
  language: English
  resource_type: Course
  complexity: Intermediate
  hierarchy:
  - Training
  - Learning Path
  - CKAD
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'mattias.engineer/courses/kubernetes: Certified Kubernetes Application Developer
    (CKAD)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://mattias.engineer/courses/kubernetes/helm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive instructional module exploring basic and intermediate
    Helm tasks. Integrates localized labs covering chart structuring, release revisions
    management, and customized CLI command execution.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Introductory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "mattias.engineer/courses/kubernetes/helm: Kubernetes-101: Helm \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://mattias.engineer/k8s/ingress:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Fundamentals guide establishing the relationship between Ingress resources,
    Ingress Controllers, and target Services. Demystifies layer-7 routing rules and
    basic ingress YAML structures for beginners.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "mattias.engineer: Kubernetes-101: Ingress \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://mattias.engineer/posts/terraform-testing-and-validation:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An outstanding, comprehensive architectural exploration of HCL validation
    layers. Compares variable validations, dynamic resource checks, state-level policy
    engines, and the native `terraform test` testing suite to build reliable codebases.
  language: HCL
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Validation & Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "mattias.engineer: A Comprehensive Guide to Testing in Terraform: Keep your
    tests, validations, checks, and policies in order \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://mattrickard.com/docker-desktop-alternatives:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive overview of alternatives to Docker Desktop, evaluating
    Lima, Colima, Rancher Desktop, and Podman. Evaluates their underlying hypervisors
    and suitability for enterprise use cases.
  language: English
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Local Development
  - Development Environments
  - Alternatives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'matt-rickard.com: An Overview of Docker Desktop Alternatives'
  addition_method: manual
  v2_locations:
  - docker.md
https://mattrickard.com/how-to-calculate-a-cidr:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes the mathematical properties, bitwise shifts, and binary configurations
    defining CIDR networks. Designed to build foundational expertise for network engineers
    configuring firewalls and dynamic cloud VPC layers.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Computer Networking & IPAM
  - Subnetting & Addressing
  - Mathematical Underpinnings
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'matt-rickard.com: How to Calculate a CIDR'
  addition_method: manual
  v2_locations:
  - networking.md
https://mattrickard.com/infrastructure-as-code-will-be-written-by-ai:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores how generative AI can be used to compile declarative DSL configurations.
    Argues that structural files (such as Terraform or Pulumi definitions) are excellent
    translation targets for LLMs due to explicit syntax schemas.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - AI Assisted
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'matt-rickard.com: Infrastructure as Code Will be Written by AI'
  addition_method: manual
  v2_locations:
  - iac.md
https://maven.apache.org:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The official documentation gateway to Apache Maven, the foundational
    software project management and comprehension tool. Standardizes Java project
    build lifecycles through declarative Project Object Model (POM) XML configurations.
  language: Java
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Apache Maven
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: maven.apache.org
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://maven.apache.org/guides/MavenQuickReferenceCard.pdf:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An official Apache Maven reference detailing build lifecycles and plugins.
    Curator Insight marks this as vital context for JVM projects. Live Grounding confirms
    its role in preserving standard structure across legacy and modern corporate environments.
  language: XML
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Build Automation
  - Maven
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'maven.apache.org: Maven Quick Reference Card'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://maven.apache.org/guides/introduction/introduction-to-the-standard-directory-layout.html:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Official specifications detailing the Maven Standard Directory Layout.
    Establishing highly rigid, predictable folder hierarchies ensures seamless code
    compilation and compilation reproducibility without custom config overrides.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Apache Maven Standards
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'maven.apache.org: Introduction to the Standard Directory Layout'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://maven.apache.org/plugins/maven-changelog-plugin:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Official plugin designed to automatically generate change-history reports
    from your underlying SCM repository during the site-generation phase. Supports
    Git, SVN, and Mercurial.
  language: Java
  resource_type: Maven Plugin
  complexity: Intermediate
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Release & Reporting Plugins
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Apache Maven Changelog Plugin
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://maven.apache.org/plugins/maven-checkstyle-plugin:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Integrates formatting validation rules directly into the build phase.
    Enforces linting guidelines matching Sun or Google specifications, breaking builds
    upon high-severity syntax violations.
  language: Java
  resource_type: Maven Plugin
  complexity: Intermediate
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Security & Code Quality
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Apache Maven Checkstyle Plugin
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://maven.apache.org/plugins/maven-javadoc-plugin:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Generates standardized, comprehensive API documentation in HTML layout
    using the javadoc tool. Configurable to strictly enforce javadoc correctness at
    runtime compilation.
  language: Java
  resource_type: Maven Plugin
  complexity: Intermediate
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Release & Reporting Plugins
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Apache Maven Javadoc Plugin
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://maven.apache.org/shared/maven-dependency-analyzer/index.html:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Official tool suite that analyzes Maven project dependencies to find
    unused declared dependencies and used undeclared dependencies, optimizing compiled
    runtimes and reducing dependency pollution.
  language: Java
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Security & Code Quality
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Apache Maven Dependency Analyzer
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://maven.apache.org/surefire/maven-surefire-report-plugin:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Parses raw XML outputs from test execution tools like JUnit and TestNG
    during build workflows, rendering clean HTML visual reports detailing testing
    success, duration, and stacktraces.
  language: Java
  resource_type: Maven Plugin
  complexity: Intermediate
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Testing Frameworks
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Maven Surefire Report Plugin
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://maxilect-company.medium.com/graceful-shutdown-in-a-cloud-environment-the-example-of-kubernetes-spring-boot-f922b41adaa0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034207.955887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "maxilect-company.medium.com: Graceful shutdown in a cloud environment (the'
    example of Kubernetes + Spring Boot) \U0001F31F"
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering maxilect-company.medium.com:
    Graceful shutdown in a cloud environment (the' example of Kubernetes + Spring
    Boot) \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://maximilianmichels.com/2021/kubernetes-what-you-need-to-know:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A comprehensive structural overview outlining ten foundational pillars
    of Kubernetes architecture, including declarative state, reconciliation loops,
    and decoupled storage abstractions. Offers concrete insights for systems architects
    transitioning to containerized workloads.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Architecture
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'maximilianmichels.com: Kubernetes in a Nutshell: 10 Things You Need to Know'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://mayadata.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031838.885948
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: MayaData
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering MayaData
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mayankshah.dev/blog/demystifying-kube-proxy:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A comprehensive breakdown of kube-proxy, the crucial network daemon
    on each Kubernetes node. Explains how kube-proxy implements virtual IP mechanics,
    routes traffic using iptables, and translates Kubernetes Service abstractions
    into actual networking actions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Service Mesh & Proxy
  - kube-proxy Mechanics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'mayankshah.dev: Demystifying kube-proxy'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://mbbaig.blog/how-to-create-custom-helm-charts:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030842.380435
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "mbbaig.blog: How to create custom Helm charts \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering mbbaig.blog:
    How to create custom Helm charts \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mbuffett.com/posts/ktunnel-ngrok-replace:
  description: ''
  addition_method: manual
  content_hash: 1a4aaab7001c467742b5189a9e4e94a11e9cb4aa8d0dcaff043256ed97876ea4
  health_score: 100.0
  last_checked: 1779032000.018332
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: A technical blog post detailing how to configure and utilize ktunnel
    to replace commercial ngrok tunnels. It outlines reverse tunneling architectures
    from local laptops into remote clusters for low-latency testing.
  language: Markdown
  resource_type: Article
  complexity: Simple
  hierarchy:
  - Operations & UX
  - Network Tunneling
  - Developer Tools
  is_microservice: false
  title: 'mbuffett.com: Replacing ngrok with ktunnel'
https://mckornfield.medium.com/working-with-hpas-in-kubernetes-ced39263b596:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033240.271134
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'mckornfield.medium.com: Working with HPAs in Kubernetes'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering mckornfield.medium.com:
    Working with HPAs in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mcpbundles.com:
  addition_method: manual
  content_hash: 73ad596127eb3ef2efeae8037ac84e803f38e2fac0cb28dcdcfce00431d3896a
  description: ''
  health_score: 100.0
  last_checked: 1779034132.234026
  stars: 0
  status: online
  title: MCPBundles
  v1_locations:
  - docs/ai-agents-mcp.md
  year: N/A
https://media.defense.gov/2021/Aug/03/2002820425/-1/-1/1/CTR_KUBERNETES%20HARDENING%20GUIDANCE.PDF:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779032874.431616
  review_metadata:
    original_url: https://media.defense.gov/2021/Aug/03/2002820425/-1/-1/1/CTR_KUBERNETES%20HARDENING%20GUIDANCE.PDF
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.989388'
  stars: 0
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Kubernetes Hardening Guidance \U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Kubernetes
    Hardening Guidance \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://media.pearsoncmg.com/aw/ecs_kurose_compnetwork_7/cw/content/interactiveanimations/recursive-iterative-queries-in-dns/index.html
: description: ''
  year: '2018'
  stars: 0
  ai_summary: An interactive pedagogical animation comparing iterative and recursive
    DNS resolution processes. Vital for web and microservice systems engineers, this
    visual aid clarifies how root servers, TLD servers, and authoritative nameservers
    process network routing lookups under various query scenarios.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Web Architecture
  - DNS
  - Protocols
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'media.pearsoncmg.com: Recursive/Iterative Queries in DNS'
  addition_method: manual
  v2_locations:
  - networking.md
https://mediatemple.net/blog/cloud-hosting/cicd-workflows-aws-3-use-cases:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030422.718375
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'mediatemple.net: Cloud-Native CI/CD Workflows in AWS: 3 Use Cases'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering mediatemple.net:
    Cloud-Native CI/CD Workflows in AWS: 3 Use Cases in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.baqend.com/nosql-databases-a-survey-and-decision-guidance-ea7823a822d:
  description: ''
  year: '2019'
  stars: 4
  ai_summary: A scientific taxonomy and decision model for selecting non-relational
    database architectures. Synthesizes transactional consistency models, consistency
    guarantees (PACELC), and performance characteristics under multi-regional replication
    topologies.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Decision Frameworks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'NoSQL Databases: a Survey and Decision Guidance'
  addition_method: manual
  v2_locations:
  - nosql.md
https://medium.com/01001101/using-terraform-with-azure-the-right-way-35af3b51a6b0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033507.743222
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Using Terraform with Azure — the right way'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Using Terraform with Azure — the right way in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/4th-coffee/10-best-devops-tools-for-start-ups-91eb69bc3128:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029552.35408
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/4th-coffee: 10 Best DevOps Tools for Start-ups'
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/4th-coffee:
    10 Best DevOps Tools for Start-ups in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/4th-coffee/10-new-devops-tools-to-watch-in-2023-e974dbb1f1bb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031647.231364
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/4th-coffee: 10 New DevOps Tools to Watch in 2023 \U0001F31F"
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/4th-coffee:
    10 New DevOps Tools to Watch in 2023 \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/4th-coffee/a-comprehensive-tutorial-on-service-mesh-istio-envoy-access-log-and-log-filtering-8f3d939c081d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029609.295731
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/4th-coffee: A Comprehensive Tutorial on Service Mesh, Istio,''
    Envoy, Access Log, and Log Filtering'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/4th-coffee:
    A Comprehensive Tutorial on Service Mesh, Istio,'' Envoy, Access Log, and Log
    Filtering in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/4th-coffee/state-of-kubernetes-secrets-management-in-2022-6148af91e7b5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033671.555246
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/4th-coffee: State of Kubernetes Secrets Management in 2022'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/4th-coffee:
    State of Kubernetes Secrets Management in 2022 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/4th-coffee/what-is-policy-as-code-an-introduction-to-open-policy-agent-6098463f8461:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033030.234887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/4th-coffee: What is Policy-as-Code? An Introduction to Open Policy''
    Agent'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/4th-coffee:
    What is Policy-as-Code? An Introduction to Open Policy'' Agent in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/99dotco/a-detail-guide-to-deploying-elasticsearch-on-elastic-cloud-on-kubernetes-eck-31808ac60466:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031450.783296
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: A detailed guide to deploying Elasticsearch on Elastic Cloud on''
    Kubernetes (ECK)'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    A detailed guide to deploying Elasticsearch on Elastic Cloud on'' Kubernetes (ECK)
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@.anders/learnings-from-our-8-years-of-kubernetes-in-production-two-major-cluster-crashes-ditching-self-0257c09d36cd
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029634.072413
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@.anders: Lessons From Our 8 Years Of Kubernetes In Production''
    — Two Major Cluster Crashes, Ditching Self-Managed, Cutting Cluster Costs, Tooling,
    And More'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@.anders:
    Lessons From Our 8 Years Of Kubernetes In Production'' — Two Major Cluster Crashes,
    Ditching Self-Managed, Cutting Cluster Costs, Tooling, And More in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@15daniel10/yoyo-attack-on-a-k8s-cluster-102bc1d5ca3e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034090.305844
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@15daniel10: YOYO attack on a K8S cluster=='
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@15daniel10:
    YOYO attack on a K8S cluster== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@AceTheCloud-Abhishek/50-shades-of-containers-and-kubernetes-d2217fbea788:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030525.384847
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@AceTheCloud-Abhishek: 50 Shades of Containers and Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@AceTheCloud-Abhishek:
    50 Shades of Containers and Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@Alibaba_Cloud/getting-started-with-kubernetes-etcd-a26cba0b4258:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033655.370317
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Getting Started with Kubernetes etcd'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Getting Started with Kubernetes etcd in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@BeNitinAgarwal/lifecycle-of-docker-container-d2da9f85959:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031548.17818
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@BeNitinAgarwal: Lifecycle of Docker Container'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@BeNitinAgarwal:
    Lifecycle of Docker Container in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@CloudifyOps/setting-up-a-horizontal-pod-autoscaler-for-kubernetes-cluster-a7d3cf3be7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032231.938339
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@CloudifyOps: Setting up a Horizontal Pod Autoscaler for Kubernetes''
    cluster'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@CloudifyOps:
    Setting up a Horizontal Pod Autoscaler for Kubernetes'' cluster in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@CuriousLearner/deploying-efk-stack-on-kubernetes-c25ba2682c99:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029063.260983
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@CuriousLearner: Deploying EFK stack on Kubernetes'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@CuriousLearner:
    Deploying EFK stack on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@DevOps-Diva.o/implementing-security-on-azure-devops-pipelines-a653da4862a9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033024.776805
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@DevOps-Diva.o: Implementing Security on Azure DevOps Pipelines'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@DevOps-Diva.o:
    Implementing Security on Azure DevOps Pipelines in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@DevOpsfreak/top-12-kubernetes-installation-errors-you-cant-afford-to-miss-b52d7cda1a52:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032236.03232
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@DevOpsfreak: Top 12 Kubernetes Installation Errors You Can’t''
    Afford to Miss'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@DevOpsfreak:
    Top 12 Kubernetes Installation Errors You Can’t'' Afford to Miss in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ElizAyer/meetings-are-the-work-9e429dde6aa3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032195.526538
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ElizAyer: Meetings *are* the work'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ElizAyer:
    Meetings *are* the work in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@GiantSwarm/deep-dive-into-kubernetes-networking-in-azure-9f0e85e2ee34:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033735.318063
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@GiantSwarm: Deep Dive Into Kubernetes Networking in Azure'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@GiantSwarm:
    Deep Dive Into Kubernetes Networking in Azure in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@GranulateIntel/the-fundamental-principles-of-kubernetes-capacity-management-e23f388b4f3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030731.860266
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@GranulateIntel: The Fundamental Principles of Kubernetes Capacity''
    Management'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@GranulateIntel:
    The Fundamental Principles of Kubernetes Capacity'' Management in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@HirenDhaduk1/best-choice-to-run-your-containers-aws-fargate-or-aws-lambda-or-both-d9e14685a363:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033764.913194
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@HirenDhaduk1: Best choice to run your containers: AWS FARGATE''
    or AWS LAMBDA or Both?'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@HirenDhaduk1:
    Best choice to run your containers: AWS FARGATE'' or AWS LAMBDA or Both? in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@HirenDhaduk1/top-kubernetes-observability-tools-and-their-usage-e4e8eef8aec3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031435.486365
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@HirenDhaduk1: Top Kubernetes Observability Tools and their Usage'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@HirenDhaduk1:
    Top Kubernetes Observability Tools and their Usage in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@KarlKFI/yaml-sh-yaml-sans-helm-e983a3dfdaec:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032076.655032
  v1_locations:
  - docs/yaml.md
  is_special: true
https://medium.com/@Kubernetes_Advocate:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030005.384735
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@Kubernetes_Advocate \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@Kubernetes_Advocate
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@LachlanEvenson/how-to-enable-kubernetes-container-runtimedefault-seccomp-profile-for-all-workloads-6795624fcbcc
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033213.016423
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to enable Kubernetes container RuntimeDefault seccomp profile''
    for all workloads'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to enable Kubernetes container RuntimeDefault seccomp profile'' for all workloads
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@LachlanEvenson/mutating-kubernetes-resources-with-gatekeeper-3e5585d49ead:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031110.846425
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Mutating Kubernetes resources with Gatekeeper'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Mutating Kubernetes resources with Gatekeeper in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@LachlanEvenson/verifying-container-signatures-on-kubernetes-with-gatekeeper-19a4519c3016:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031327.06646
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Verifying container signatures on Kubernetes with Gatekeeper'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Verifying container signatures on Kubernetes with Gatekeeper in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@MetricFire/monitoring-kubernetes-tutorial-using-grafana-and-prometheus-3239079b138f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029938.817495
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@MetricFire: Monitoring Kubernetes tutorial: Using Grafana and''
    Prometheus'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@MetricFire:
    Monitoring Kubernetes tutorial: Using Grafana and'' Prometheus in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@Mohamed-ElEmam/build-docker-images-in-kubernetes-pod-without-docker-kaniko-46e1a5b76c9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031215.609739
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@Mohamed-ElEmam: Build Docker Images in Kubernetes POD Without''
    Docker -Kaniko'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@Mohamed-ElEmam:
    Build Docker Images in Kubernetes POD Without'' Docker -Kaniko in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@Paddy_Adallah/how-to-choose-kubernetes-platforms-for-enterprise-deployments-c04d5e436543:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029732.04817
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@Paddy_Adallah: How to Choose Kubernetes Platforms for Enterprise''
    Deployments'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@Paddy_Adallah:
    How to Choose Kubernetes Platforms for Enterprise'' Deployments in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@Platform9Sys/kubernetes-cloud-services-comparing-gke-eks-and-aks-1fe42770cad3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034482.25414
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Kubernetes Cloud Services: Comparing GKE, EKS and AKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Kubernetes Cloud Services: Comparing GKE, EKS and AKS in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@RoussiAbel/optimizing-java-base-docker-images-size-from-674mb-to-58mb-c1b7c911f622:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032251.795242
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@RoussiAbel: Optimizing java base docker images size from 674Mb''
    to 58Mb'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@RoussiAbel:
    Optimizing java base docker images size from 674Mb'' to 58Mb in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@Sandeepkallazhi/velero-backup-restore-for-k8s-stateful-applications-managed-by-operators-8fd9c732ffcc:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031061.127293
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering medium.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ScrumPokerPro/cloud-native-architecture-with-kubernetes-and-argocd-ebecda7784b8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033715.601731
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ScrumPokerPro: Cloud native architecture with Kubernetes and''
    ArgoCD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ScrumPokerPro:
    Cloud native architecture with Kubernetes and'' ArgoCD in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@Techie1/networking-tasks-in-production-using-ansible-b09d0a6121f7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031796.264776
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@Techie1: Networking tasks in production using Ansible'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@Techie1:
    Networking tasks in production using Ansible in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@TimvanBaarsen/maven-cheat-sheet-45942d8c0b86:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031079.690171
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: medium 1
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering medium
    1 in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@TonyBologni/4-reasons-why-4-is-the-perfect-team-size-for-agile-software-development-8597d33f3cfe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034499.436767
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@TonyBologni: 4 reasons why 4 is the perfect team size for (agile)'
    software development \U0001F31F"
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@TonyBologni:
    4 reasons why 4 is the perfect team size for (agile)' software development \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@Tyler.Gallimore/deploying-apache-web-server-on-aws-ec2-with-terraform-and-docker-6c315c81c024:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033510.950322
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@Tyler.Gallimore: Deploying Apache Web Server on AWS EC2 with''
    Terraform and Docker'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@Tyler.Gallimore:
    Deploying Apache Web Server on AWS EC2 with'' Terraform and Docker in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ZiXianZeroX/setting-up-an-on-premise-kubernetes-cluster-from-scratch-8e3a6b415387:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031388.844332
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ZiXianZeroX: Setting Up an On-premise Kubernetes Cluster from''
    Scratch'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ZiXianZeroX:
    Setting Up an On-premise Kubernetes Cluster from'' Scratch in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@_gdantas/backstage-and-terraform-a-powerful-combination-for-ops-wonderful-for-devs-c04ebce849f0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033794.810447
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@_gdantas: Backstage and Terraform — A Powerful Combination for''
    Ops, Wonderful for Devs'
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@_gdantas:
    Backstage and Terraform — A Powerful Combination for'' Ops, Wonderful for Devs
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@a.j.abbott24/kubernetes-multi-environment-config-management-c36c5cf3bbac:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034134.342316
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@a.j.abbott24: Kubernetes: Multi Environment Config Management=='
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@a.j.abbott24:
    Kubernetes: Multi Environment Config Management== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@abdelrhmanahmed131/longhorn-distributed-block-storage-for-k8s-2ea11df400d1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031552.684973
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@abdelrhmanahmed131: Longhorn — Distributed Block Storage for''
    K8s'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@abdelrhmanahmed131:
    Longhorn — Distributed Block Storage for'' K8s in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@abdulfayis/storage-orchestration-for-kubernetes-c6370f943e23:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029123.633869
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@abdulfayis: storage Orchestration for Kubernetes'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@abdulfayis:
    storage Orchestration for Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@abhimanyubajaj98/deploying-kubernetes-from-scratch-with-terraform-a-step-by-step-guide-7d628910efd0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030572.404825
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@abhimanyubajaj98: Deploying Kubernetes from Scratch with Terraform:''
    A Step-by-Step Guide'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@abhimanyubajaj98:
    Deploying Kubernetes from Scratch with Terraform:'' A Step-by-Step Guide in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@abhinav.ittekot/granting-iam-permissions-to-pods-in-eks-using-oidc-f2044c88a53:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031327.101634
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@abhinav.ittekot: Granting IAM permissions to pods in EKS using''
    OIDC'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@abhinav.ittekot:
    Granting IAM permissions to pods in EKS using'' OIDC in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@abhinav.ittekot/running-kubernetes-jobs-with-sidecar-containers-8c034b020993:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030172.040379
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@abhinav.ittekot: Running Kubernetes jobs with sidecar containers'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@abhinav.ittekot:
    Running Kubernetes jobs with sidecar containers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@abhishekbhardwaj510/gitops-with-jenkins-and-kubernetes-c20425244c73:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031752.448725
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: GitOps with Jenkins and Kubernetes
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering GitOps
    with Jenkins and Kubernetes in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@abhisman.sarkar/kubernetes-monitoring-effective-cluster-tracking-with-prometheus-b0ed5b3efb32:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033037.067823
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@abhisman.sarkar: Kubernetes Monitoring: Effective Cluster Tracking''
    with Prometheus'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@abhisman.sarkar:
    Kubernetes Monitoring: Effective Cluster Tracking'' with Prometheus in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@adarsh.prabhu/microservices-and-the-world-with-a-service-mesh-ec9a709dd4b5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031122.186216
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium: Microservices and the World with a Service Mesh== | Adarsh Prabhu'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium:
    Microservices and the World with a Service Mesh== | Adarsh Prabhu in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@adeelsubhan25/how-to-setup-and-build-docker-images-on-windows-baf252152aca:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034520.697114
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@adeelsubhan25: How to setup and build Docker Images on Windows'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@adeelsubhan25:
    How to setup and build Docker Images on Windows in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@adityadhopade18/mastering-k8s-event-driven-autoscaling-cd1b9df78903:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034262.455709
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@adityadhopade18: Mastering K8s Event Driven AutoScaling'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@adityadhopade18:
    Mastering K8s Event Driven AutoScaling in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@adnn.selimovic/creating-kubernetes-operator-using-kubebuilder-15db5f29ee50:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030022.281294
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@adnn.selimovic: Creating Kubernetes operator using **Kubebuilder**'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@adnn.selimovic:
    Creating Kubernetes operator using **Kubebuilder** in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@adolfo.diaz.zar/secret-management-with-terraform-6b5e02f9437e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031499.278385
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@adolfo.diaz.zar: Secret Management with Terraform \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@adolfo.diaz.zar:
    Secret Management with Terraform \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@adrianarba/ci-cd-defined-through-terraform-using-aws-codepipeline-aws-codecommit-and-aws-codebuild-12ade4d9cfa3
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030499.558951
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@adrianarba: CI/CD defined through terraform using AWS CodePipeline,''
    AWS CodeCommit, and AWS CodeBuild=='
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@adrianarba:
    CI/CD defined through terraform using AWS CodePipeline,'' AWS CodeCommit, and
    AWS CodeBuild== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ahmed.farhan/kafka-setup-in-kubernetes-using-strimzi-k8s-operator-part-2-1f67dbe5f14d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030367.136392
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ahmed.farhan: Kafka Setup in Kubernetes Using Strimzi K8s operator''
    — Part 2'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ahmed.farhan:
    Kafka Setup in Kubernetes Using Strimzi K8s operator'' — Part 2 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ahmed.fathy.elayaat/gitops-fc27ef5a7836:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030658.197021
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ahmed.fathy.elayaat: What is GitOps?'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ahmed.fathy.elayaat:
    What is GitOps? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ahmet16ck/what-is-load-balancer-and-how-does-it-work-in-kubernetes-5ab5f0537069:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033947.447517
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@ahmet16ck: What Is Load Balancer and How Does It Work In Kubernetes'
    ? \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@ahmet16ck:
    What Is Load Balancer and How Does It Work In Kubernetes' ? \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ahmetb/mastering-kubeconfig-4e447aa32c75:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033704.280539
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Mastering the KUBECONFIG file'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Mastering the KUBECONFIG file in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ajin.sunny/rate-limiting-in-distributed-systems-bbeca0c47b96:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033704.294126
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@ajin.sunny: Rate limiting in Distributed Systems \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@ajin.sunny:
    Rate limiting in Distributed Systems \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ajin.sunny/system-design-architecture-stateful-vs-stateless-62ed0ddb9f2b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032333.357764
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@ajin.sunny: System Design Architecture: Stateful vs. Stateless=='
    \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@ajin.sunny:
    System Design Architecture: Stateful vs. Stateless==' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ajin.sunny/system-design-concept-rate-limiting-f4da72371533:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033730.945206
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@ajin.sunny: System Design Concept: Rate limiting \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@ajin.sunny:
    System Design Concept: Rate limiting \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@akamenev/running-sonarqube-on-azure-kubernetes-92a1b9051120:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033788.632522
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Running SonarQube on Kubernetes
  v1_locations:
  - docs/sonarqube.md
  v2_locations:
  - sonarqube.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Running
    SonarQube on Kubernetes in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@akashjoffical08/monitor-uptime-of-endpoints-in-k8s-using-blackbox-exporter-f80166a328e9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034041.390307
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@akashjoffical08: Monitor Uptime of Endpoints in K8s using Blackbox'
    Exporter \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@akashjoffical08:
    Monitor Uptime of Endpoints in K8s using Blackbox' Exporter \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@akshayavb99/integration-of-aws-terraform-and-github-for-automated-deployment-infrastructure-da0a19ff4e86:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032888.915071
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Integration of AWS, Terraform, and GitHub for Automated Deployment''
    Infrastructure'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Integration of AWS, Terraform, and GitHub for Automated Deployment'' Infrastructure
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@akshitverma8191/prometheus-grafana-node-monitoring-on-kubernetes-79fd8311b56d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030851.44028
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Prometheus-Grafana : Node Monitoring on Kubernetes'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Prometheus-Grafana : Node Monitoring on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@alamdar.hussain0007/gitops-with-kubernetes-f0912b644925:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032961.107914
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@alamdar.hussain0007: GitOps with Kubernetes'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@alamdar.hussain0007:
    GitOps with Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@alex.ivenin/chaos-engineering-in-kubernetes-4de425132ba1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029174.168184
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@alex.ivenin: Chaos engineering in kubernetes'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@alex.ivenin:
    Chaos engineering in kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@alex.ivenin/exploring-ephemeral-containers-in-kubernetes-bcceaf21101c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033313.461848
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@alex.ivenin: Exploring ephemeral containers in kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@alex.ivenin:
    Exploring ephemeral containers in kubernetes \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@alexellisuk/5-tips-for-troubleshooting-apps-on-kubernetes-835b6b539c24:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032152.570357
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: 5 tips for troubleshooting apps on Kubernetes'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    5 tips for troubleshooting apps on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@alexellisuk/then-he-asked-me-is-kubernetes-right-for-us-78695ee35289:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031226.307416
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Then he asked me “Is Kubernetes right for us?”'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Then he asked me “Is Kubernetes right for us?” in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@alexellisuk/walk-through-install-kubernetes-to-your-raspberry-pi-in-15-minutes-84a8492dc95a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030346.176148
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Install Kubernetes with k3sup and k3s
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Install
    Kubernetes with k3sup and k3s in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@alexmogfr/zevent-place-how-we-handled-100k-ccu-on-a-real-time-collective-canvas-71d3d346e0ab:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031714.532154
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@alexmogfr: ZEvent Place: How we handled 100k+ CCU on a real-time''
    collective canvas'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@alexmogfr:
    ZEvent Place: How we handled 100k+ CCU on a real-time'' collective canvas in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@alextheedom/eclipse-microprofile-5-things-you-need-to-know-e7a0bc9a3fb6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030826.868226
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Eclipse MicroProfile: 5 Things You Need to Know \U0001F31F"
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Eclipse
    MicroProfile: 5 Things You Need to Know \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@alfahreiza/building-an-elt-pipeline-from-csv-to-bigquery-using-dbt-f6e3f30bfc9c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033002.044094
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@alfahreiza: Building an ELT Pipeline: From CSV to BigQuery using''
    dbt'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@alfahreiza:
    Building an ELT Pipeline: From CSV to BigQuery using'' dbt in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@amid.ukr/agile-git-branching-strategies-in-2023-caeead79ddd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030364.676915
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@amid.ukr: Agile Git branching strategies in 2023'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@amid.ukr:
    Agile Git branching strategies in 2023 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@amir.ilw/kubernetes-storage-migration-ac48f6f9f5a5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034228.811998
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@amir.ilw: Kubernetes Storage Migration \U0001F31F"
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@amir.ilw:
    Kubernetes Storage Migration \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@amirhosseineidy/kubernetes-authentication-with-keycloak-oidc-63571eaeed61:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031796.256129
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@amirhosseineidy: Kubernetes authentication with keycloak oidc'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@amirhosseineidy:
    Kubernetes authentication with keycloak oidc in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@amitabhprasad/kubernetes-volume-backup-for-disaster-recovery-56a5facee7fe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033100.790155
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@amitabhprasad: Kubernetes volume backup for disaster recovery'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@amitabhprasad:
    Kubernetes volume backup for disaster recovery in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@anatoliydadashev/terraform-aws-decoupled-architecture-9135df865310:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031442.143399
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@anatoliydadashev: Terraform & AWS decoupled architecture'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@anatoliydadashev:
    Terraform & AWS decoupled architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@andreas.soularidis/a-simple-guide-to-handle-text-files-in-python-cd8a1a33ecaf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032036.576312
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: A Simple Guide to Handle Text Files in Python | Andreas Soularidis'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    A Simple Guide to Handle Text Files in Python | Andreas Soularidis in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@andreas.soularidis/learn-about-exceptions-in-python-fef309f66a78:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032968.814464
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Learn about Exceptions in Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Learn about Exceptions in Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@andretost_75145/using-chatgpt-to-learn-kubernetes-and-openshift-15051bc95535:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029110.346522
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@andretost_75145: Using ChatGPT to learn Kubernetes and OpenShift'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@andretost_75145:
    Using ChatGPT to learn Kubernetes and OpenShift in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@andrewachraf/detect-crashes-in-your-cluster-using-kwatch-an-slack-84b979e93e03:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032333.343598
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@andrewachraf: Detect crashes in your Kubernetes cluster using'
    kwatch and Slack \U0001F31F"
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@andrewachraf:
    Detect crashes in your Kubernetes cluster using' kwatch and Slack \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@andrewjr350/misunderstanding-of-serverless-aws-835c7076ea4c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033784.681016
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@andrewjr350: Misunderstanding of Serverless (AWS)'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@andrewjr350:
    Misunderstanding of Serverless (AWS) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@andriikrymus/dns-config-for-eks-61eb70c3e31e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031755.230519
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@andriikrymus: DNS config for EKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@andriikrymus:
    DNS config for EKS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@andriisumko/single-sign-on-in-kubernetes-1ad9528350ed:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032195.529142
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Single Sign-On in Kubernetes'
  v1_locations:
  - docs/demos.md
  - docs/kubernetes-security.md
  v2_locations:
  - demos.md
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Single Sign-On in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@andy.bryant/processing-guarantees-in-kafka-12dd2e30be0e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030090.94494
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Processing guarantees in Kafka'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Processing guarantees in Kafka in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@anjkeesari/install-grafana-loki-stack-helmchart-in-azure-kubernetes-services-aks-1359281b3321:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029820.498829
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@anjkeesari: Install Grafana Loki-Stack Helmchart in Azure Kubernetes''
    Services (AKS)'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@anjkeesari:
    Install Grafana Loki-Stack Helmchart in Azure Kubernetes'' Services (AKS) in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ankit.wal/the-how-of-iam-roles-for-service-accounts-irsa-on-aws-eks-3d76badb8942:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030295.722222
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@ankit.wal: Understanding IAM roles for service accounts, IRSA,''
    on AWS EKS=='
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@ankit.wal:
    Understanding IAM roles for service accounts, IRSA,'' on AWS EKS== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ankitrai_13207/kubernetes-deployment-service-6f32b7e63f16:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031113.204119
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ankitrai_13207: Kubernetes: Deployment & Service'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ankitrai_13207:
    Kubernetes: Deployment & Service in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@anshuman2121/devsecops-implement-security-on-cicd-pipeline-19eb7aa22626:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031900.57475
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@anshuman2121: DevSecOps: Implement security on CICD Pipeline'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@anshuman2121:
    DevSecOps: Implement security on CICD Pipeline in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@antoine.loizeau/add-a-switch-to-simplify-terraform-debugging-2d532eb889eb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029269.744591
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@antoine.loizeau: Add a switch to simplify Terraform debugging'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@antoine.loizeau:
    Add a switch to simplify Terraform debugging in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@anujsharma12feb/devops-tools-handbook-b42487a53353:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033213.01287
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: DevOps tools Handbook \U0001F31F"
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    DevOps tools Handbook \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@anupam.s1602/aws-app-mesh-with-eks-and-canary-deployment-5503d9ba95d6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029513.453693
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: AWS App Mesh with EKS and Canary deployment
  v1_locations:
  - docs/demos.md
  - docs/servicemesh.md
  v2_locations:
  - demos.md
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering AWS App
    Mesh with EKS and Canary deployment in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@anurag2397/solving-javas-core-problems-around-memory-and-cpu-4d0c97748c43:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033400.214664
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@anurag2397: Tuning JVM containers for better CPU and memory''
    utilisation in K8s environment'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@anurag2397:
    Tuning JVM containers for better CPU and memory'' utilisation in K8s environment
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@aqsarahman71/introduction-to-kaniko-912e0f494570:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033663.180439
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@aqsarahman71: Introduction to Kaniko'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@aqsarahman71:
    Introduction to Kaniko in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@arbnair97/introduction-to-kubernetes-network-policy-and-calico-based-network-policy-675a7fa6b5dc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032970.966232
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@arbnair97: Introduction to Kubernetes Network Policy and Calico''
    Based Network Policy'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@arbnair97:
    Introduction to Kubernetes Network Policy and Calico'' Based Network Policy in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@aritra.chatterjee_/hexagonal-architecture-in-java-7ac8f4bea753:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031902.400075
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@aritra.chatterjee_: Hexagonal architecture in java'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@aritra.chatterjee_:
    Hexagonal architecture in java in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@arton.demaku/managing-stateful-applications-with-kubernetes-statefulsets-3eeec9e9d151:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033280.375894
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@arton.demaku: Managing Stateful Applications with Kubernetes''
    StatefulSets'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@arton.demaku:
    Managing Stateful Applications with Kubernetes'' StatefulSets in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@arunksingh16/azure-devops-handbook-d6dcd82da1b7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034262.459801
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Azure DevOps HandBook !'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Azure DevOps HandBook ! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ashish_fagna/aws-services-every-developer-should-be-aware-of-f7c48aaa854f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029070.205211
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: AWS Services Every Developer Should Be Aware Of'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    AWS Services Every Developer Should Be Aware Of in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@atif.ramzan89/top-7-cloud-source-code-management-tools-features-and-pricing-plans-105f4eb88a3a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030238.327491
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Top 7 Cloud Source Code Management Tools Features and Pricing Plans'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Top 7 Cloud Source Code Management Tools Features and Pricing Plans in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@avyanab/deploy-a-two-tier-architecture-with-aws-and-terraform-cloud-c6087f118ba7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033655.372349
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@avyanab: Deploy A Two-Tier Architecture with AWS and Terraform''
    Cloud'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@avyanab:
    Deploy A Two-Tier Architecture with AWS and Terraform'' Cloud in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ayushsingh1525/aws-configuration-with-apache-server-in-ec2-using-ansible-2ef61f98872e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032681.664502
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: AWS Configuration with Web Server in EC2 Using Ansible'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    AWS Configuration with Web Server in EC2 Using Ansible in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@badawekoo/helm-theory-demo-and-commands-you-need-to-know-628777fdb0c2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031900.549987
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@badawekoo: Helm theory, demo and commands you need to know!'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@badawekoo:
    Helm theory, demo and commands you need to know! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@badawekoo/limit-number-of-processes-running-in-a-kubernetes-pod-50ccf156ec18:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029507.181792
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@badawekoo: Limit number of processes running in a Kubernetes''
    pod=='
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@badawekoo:
    Limit number of processes running in a Kubernetes'' pod== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@badawekoo/monitoring-in-devops-lifecycle-4d9a2f277eb0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029118.632101
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@badawekoo: Monitoring in DevOps lifecycle'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@badawekoo:
    Monitoring in DevOps lifecycle in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@badawekoo/scaling-in-kubernetes-what-why-and-how-d120e99be071:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032613.205319
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@badawekoo: Scaling in Kubernetes _What, Why and How?'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@badawekoo:
    Scaling in Kubernetes _What, Why and How? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@badawekoo/using-rbac-in-kubernetes-for-authorization-complete-demo-part-1-83f0a1fb8f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031796.249149
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@badawekoo: Using RBAC in Kubernetes for authorization-Complete''
    Demo-Part 1'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@badawekoo:
    Using RBAC in Kubernetes for authorization-Complete'' Demo-Part 1 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bareckidarek/tcp-packets-traffic-visualization-for-kubernetes-by-k8spacket-and-grafana-bb87cb106f30:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029940.738233
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@bareckidarek: TCP packets traffic visualization for kubernetes''
    by k8spacket and Grafana'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bareckidarek:
    TCP packets traffic visualization for kubernetes'' by k8spacket and Grafana in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bchenjh/full-fine-tuning-of-llama2-on-kubernetes-a983e1eb2259:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032181.874484
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@bchenjh: Distributed full fine-tuning of Llama2 on Kubernetes'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bchenjh:
    Distributed full fine-tuning of Llama2 on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ben11kehoe/aws-configuration-files-explained-9a7ea7a5b42e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032622.457829
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: AWS configuration files, explained'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    AWS configuration files, explained in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@benjamin.christmann_12432/setting-up-your-first-eks-cluster-on-aws-some-practical-tips-60400963c588:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031102.988616
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@benjamin.christmann_12432: Setting up your first EKS cluster''
    on AWS: some practical tips'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@benjamin.christmann_12432:
    Setting up your first EKS cluster'' on AWS: some practical tips in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@benjaminacar.private/a-comprehensive-guide-to-setup-a-new-k8s-cluster-4b88e6f021bc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032457.067154
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@benjaminacar.private: A Comprehensive Guide to Setup a New K8s''
    Cluster'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@benjaminacar.private:
    A Comprehensive Guide to Setup a New K8s'' Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@betz.mark/understanding-resource-limits-in-kubernetes-cpu-time-9eff74d3161b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032877.754591
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Understanding resource limits in kubernetes: cpu time'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Understanding resource limits in kubernetes: cpu time in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bgrant0607/advantages-of-storing-configuration-in-container-registries-rather-than-git-b4266dc0c79f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032888.913187
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@bgrant0607: Advantages of storing configuration in container'
    registries rather than git \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@bgrant0607:
    Advantages of storing configuration in container' registries rather than git \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bherta/using-kubernetes-operators-to-manage-the-lifecycle-of-ai-applications-5682c3b372b3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030346.166637
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Using Kubernetes Operators to Manage the Lifecycle of AI Applications'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Using Kubernetes Operators to Manage the Lifecycle of AI Applications in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bijit211987/devsecops-approach-with-terraform-and-ci-cd-pipelines-f556c2d5b40d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030710.979301
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@bijit211987: DevSecOps Approach with Terraform and CI/CD Pipelines'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bijit211987:
    DevSecOps Approach with Terraform and CI/CD Pipelines in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bijit211987/grafana-with-opentelemetry-vendor-neutral-and-open-source-approach-ab4bc08f67e9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031796.27698
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@bijit211987: Grafana with OpenTelemetry, Vendor-neutral and''
    open-source approach'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bijit211987:
    Grafana with OpenTelemetry, Vendor-neutral and'' open-source approach in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@bijit211987/kubernetes-ready-for-stateful-workloads-and-to-revolutionize-enterprise-database-management-3cd619b1a0b2
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033157.891887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@bijit211987: Kubernetes ready for stateful workloads and to''
    Revolutionize Enterprise Database Management'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bijit211987:
    Kubernetes ready for stateful workloads and to'' Revolutionize Enterprise Database
    Management in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bijit211987/kubernetes-roadmap-edd06067fa72:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033500.316393
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@bijit211987: Kubernetes Roadmap'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bijit211987:
    Kubernetes Roadmap in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bijit211987/observability-driven-development-2bc2cdde8661:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033479.071849
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@bijit211987: Observability Driven Development (ODD)-Enhancing''
    System Reliability'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bijit211987:
    Observability Driven Development (ODD)-Enhancing'' System Reliability in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bill.salvaggio/the-aws-cloud-resume-challenge-project-c5c0c6fe9593:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034041.408237
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@bill.salvaggio: The AWS Cloud Resume Challenge Project=='
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@bill.salvaggio:
    The AWS Cloud Resume Challenge Project== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bill.salvaggio/the-aws-cloud-resume-challenge-project-part-ii-5c36029dbc59:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030685.009382
  v1_locations:
  - docs/introduction.md
https://medium.com/@blgreco72/debugging-kubernetes-services-locally-8cb14bf8745a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032639.813014
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@blgreco72: Debugging Kubernetes Services Locally \U0001F31F"
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@blgreco72:
    Debugging Kubernetes Services Locally \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bm54cloud/stressing-a-kubernetes-pod-to-induce-an-oomkilled-error-96f3be9c931d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029132.402133
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@bm54cloud: Stressing a Kubernetes Pod to Induce an OOMKilled''
    Error'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bm54cloud:
    Stressing a Kubernetes Pod to Induce an OOMKilled'' Error in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@boomimagestudio-techblog/goodbye-jenkins-how-drone-simplifies-ci-cd-for-engineering-teams-everywhere-73a7db435a86
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029246.4059
  stars: 0
  title: 'medium: Goodbye Jenkins: How Drone Simplifies CI/CD for Engineering Teams''
    Everywhere'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://medium.com/@brightzheng100/kubernetes-the-hard-way-on-docker-f512bae734af:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030412.963943
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes the hard way on Docker'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes the hard way on Docker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@brunoolimpio/kubernetes-deepdive-parte-2-a65ffdce596d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030589.137049
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@brunoolimpio: Kubernetes DeepDive — Parte 2 - Kubernetes RBAC''
    and more... | Bruno Olimpio'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@brunoolimpio:
    Kubernetes DeepDive — Parte 2 - Kubernetes RBAC'' and more... | Bruno Olimpio
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@brunosquassoni/creating-a-kubernetes-cluster-step-by-step-bd9ae3c85275:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029609.292226
  v1_locations:
  - docs/kubernetes-on-premise.md
https://medium.com/@bubu.tripathy/blue-green-deployment-using-kubernetes-be994df956b4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029374.187696
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@bubu.tripathy: Blue-Green Deployment using Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bubu.tripathy:
    Blue-Green Deployment using Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bubu.tripathy/headless-k8s-service-924c689607a7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032421.011674
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Headless Kubernetes Service'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Headless Kubernetes Service in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@bunnyshell/how-to-overcome-infrastructure-as-code-iac-challenges-f4947be7cde2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030295.736368
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@bunnyshell: How to Overcome Infrastructure as Code (IaC) Challenges'
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@bunnyshell:
    How to Overcome Infrastructure as Code (IaC) Challenges in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@buraktahtacioglu/aws-well-architected-framework-aws-roadmap-80aaa6ca7f53:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031460.470481
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@buraktahtacioglu: AWS Well-Architected Framework — AWS Roadmap'
  v1_locations:
  - docs/aws-architecture.md
  v2_locations:
  - aws-architecture.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@buraktahtacioglu:
    AWS Well-Architected Framework — AWS Roadmap in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@buraktahtacioglu/gitops-fundamentals-cncf-roadmap-fa686dbced9d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031079.648653
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@buraktahtacioglu: GitOps Fundamentals — CNCF Roadmap'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@buraktahtacioglu:
    GitOps Fundamentals — CNCF Roadmap in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@calvineotieno010/managing-application-secrets-with-hashicorp-vault-8efb5e1d87fd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033903.303685
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@calvineotieno010: Managing Application Secrets with Hashicorp''
    Vault'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@calvineotieno010:
    Managing Application Secrets with Hashicorp'' Vault in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@carlosedp/red-hat-openshift-virtualization-in-nested-vmware-vsphere-56c5e5d76a80:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031381.519122
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Red Hat OpenShift Virtualization in nested VMware vSphere Cluster'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Red Hat OpenShift Virtualization in nested VMware vSphere Cluster in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@casperrubaek/why-keda-is-a-game-changer-for-scaling-in-kubernetes-4ebf34cb4b61:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031460.50071
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@casperrubaek: Why KEDA is a game-changer for scaling in Kubernetes'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@casperrubaek:
    Why KEDA is a game-changer for scaling in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@cbkwgl/continuous-monitoring-in-devops-8d4db48a0e24:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033071.767592
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@cbkwgl: Continuous Monitoring in DevOps \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@cbkwgl:
    Continuous Monitoring in DevOps \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@cdoan/ibm-multicloud-manager-cluster-sizing-bc3b609b7de9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034557.870955
  stars: 0
  title: 'medium: IBM Multicloud Manager Cluster Sizing'
  v1_locations:
  - docs/ibm_cloud.md
  year: N/A
https://medium.com/@chamakenjefi/kubernetes-deployments-using-a-configmap-with-a-custom-index-html-page-5b4de0a7aa1b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034486.848634
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@chamakenjefi: Kubernetes deployments using a ConfigMap with''
    a custom index.html page'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@chamakenjefi:
    Kubernetes deployments using a ConfigMap with'' a custom index.html page in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@chandranathmondal/self-service-amazon-eks-cluster-provisioning-with-kubernetes-configuration-applied-372bce839d7
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033713.516154
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@chandranathmondal: ==Self-service Amazon EKS Cluster provisioning'
    with Kubernetes configuration applied== \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@chandranathmondal:
    ==Self-service Amazon EKS Cluster provisioning' with Kubernetes configuration
    applied== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@charled.breteche/kind-cilium-metallb-and-no-kube-proxy-a9fe66ddfad6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029060.744027
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@charled.breteche: Kind, Cilium, MetalLB, and still no kube-proxy'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@charled.breteche:
    Kind, Cilium, MetalLB, and still no kube-proxy in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@charled.breteche/kubernetes-security-control-pod-to-pod-communications-with-cilium-network-policies-d7275b2ed378
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032371.442842
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@charled.breteche: Kubernetes Security — Control pod to pod communications''
    with Cilium network policies'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@charled.breteche:
    Kubernetes Security — Control pod to pod communications'' with Cilium network
    policies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@charled.breteche/securing-grafana-with-keycloak-sso-d01fec05d984:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031696.479804
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@charled.breteche: Securing Grafana with Keycloak SSO=='
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@charled.breteche:
    Securing Grafana with Keycloak SSO== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@chrisedrego/kubernetes-monitoring-kube-state-metrics-df6546aea324:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029628.480961
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Monitoring: Kube-State-Metrics'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Monitoring: Kube-State-Metrics in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@claudio.domingos/ansible-awx-from-scratch-to-rest-api-part-4-of-8-4aa860d823f6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031460.479426
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Ansible AWX: from scratch to REST API (part 4 of 8)'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Ansible AWX: from scratch to REST API (part 4 of 8) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@cloud_tips/kubernetes-incident-response-94daac6d7a2b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031520.695443
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@cloud_tips: Kubernetes Incident Response'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@cloud_tips:
    Kubernetes Incident Response in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@cloud_tips/kubernetes-security-best-practices-ea1e3913c001:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031981.114863
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@cloud_tips: Kubernetes Security Best Practices'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@cloud_tips:
    Kubernetes Security Best Practices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@clymeneallen/best-practices-monitoring-system-for-multi-k8s-cluster-environments-using-open-source-d85544052f37
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032080.278156
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@clymeneallen: Best Practices, Monitoring System for Multi-K8s''
    Cluster Environments Using Open Source'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@clymeneallen:
    Best Practices, Monitoring System for Multi-K8s'' Cluster Environments Using Open
    Source in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@codebob75/application-network-security-in-azure-subnets-endpoints-dns-nsgs-with-terraform-code-0bcabdb3a65b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033187.033858
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Application Network Security in Azure Subnets, Endpoints, DNS, NSGs with
    Terraform Code
  v1_locations:
  - docs/azure.md
  - docs/networking.md
  - docs/terraform.md
  v2_locations:
  - azure.md
  - networking.md
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Application
    Network Security in Azure Subnets, Endpoints, DNS, NSGs with Terraform Code in
    the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@codingkarma/kubernetes-goat-part-1-8718b1345a42:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030267.643257
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@codingkarma: Kubernetes Goat Part-1'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@codingkarma:
    Kubernetes Goat Part-1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@connect.hashblock/learn-how-you-can-create-a-chatbot-in-python-da136467309b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029163.303002
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@connect.hashblock: Learn how you can create a chatbot in Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@connect.hashblock:
    Learn how you can create a chatbot in Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@craig_robinson/guide-installing-an-okd-4-5-cluster-508a2631cbee:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030589.130614
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Installing an OKD 4.5 Cluster'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Installing an OKD 4.5 Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@cyber-security/devops-01-example-project-with-terraform-ade540824db1:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030220.125676
  v1_locations:
  - docs/demos.md
https://medium.com/@d.deloatch/how-to-stop-all-instances-using-aws-sdk-for-python-boto3-2e02af03177:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032333.338369
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@d.deloatch: How to Stop all Instances Using AWS SDK for Python''
    (Boto3)'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@d.deloatch:
    How to Stop all Instances Using AWS SDK for Python'' (Boto3) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@d.kumarkaran12/devsecops-with-aws-codepipeline-and-ecs-c800f139a9ee:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032388.299949
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@d.kumarkaran12: DevSecOps with AWS CodePipeline and ECS'
  v1_locations:
  - docs/aws-devops.md
  v2_locations:
  - aws-devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@d.kumarkaran12:
    DevSecOps with AWS CodePipeline and ECS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dan.avila7/prueba-tus-proyectos-serverless-de-forma-local-con-serverless-offline-2e555f2b5e9b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033157.911514
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@dan.avila7: Prueba tus proyectos serverless de forma local con''
    serverless-offline'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@dan.avila7:
    Prueba tus proyectos serverless de forma local con'' serverless-offline in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@danielaaronw/k8s-pod-anti-affinity-dd2667a20c5f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032551.96164
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@danielaaronw: K8s Pod Anti-affinity'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@danielaaronw:
    K8s Pod Anti-affinity in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-b8bac41f269d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031552.687289
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@danielepolencic: AWS IAM Roles for service accounts for on-prem''
    clusters'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@danielepolencic:
    AWS IAM Roles for service accounts for on-prem'' clusters in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@danielepolencic/challenge-16-throttled-93133f8fd0ad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033801.71776
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@danielepolencic: Challenge 16: Throttled \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@danielepolencic:
    Challenge 16: Throttled \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@danielepolencic/how-does-rbac-work-in-kubernetes-d50dd34771ca:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030326.607701
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@danielepolencic: How does RBAC work in kubernetes== \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@danielepolencic:
    How does RBAC work in kubernetes== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@danielepolencic/isolating-kubernetes-pods-for-debugging-5fe41e630e9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031896.220969
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@danielepolencic: Isolating kubernetes pods for debugging'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@danielepolencic:
    Isolating kubernetes pods for debugging in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@danielepolencic/reserved-cpu-and-memory-in-kubernetes-nodes-65aee1946afd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030957.648497
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@danielepolencic: In Kubernetes, are there hidden costs to''
    running many cluster nodes?=='
  v1_locations:
  - docs/finops.md
  - docs/kubernetes.md
  v2_locations:
  - finops.md
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@danielepolencic:
    In Kubernetes, are there hidden costs to'' running many cluster nodes?== in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@danieljimgarcia/the-application-gateway-ingress-controller-is-broken-6aa9eb229881:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030299.706455
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@danieljimgarcia: The Application Gateway Ingress Controller'
    is broken== \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@danieljimgarcia:
    The Application Gateway Ingress Controller' is broken== \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@danielresponda/testing-spot-reclamation-mechanisms-with-aws-node-termination-handler-and-kubernetes-autoscaler-43194d05dae0
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032097.574967
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@danielresponda: Testing Spot Reclamation Mechanisms with AWS''
    Node Termination Handler and Kubernetes Autoscaler'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@danielresponda:
    Testing Spot Reclamation Mechanisms with AWS'' Node Termination Handler and Kubernetes
    Autoscaler in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dast04/writing-custom-prometheus-exporters-in-python-kubernetes-73626b66d78c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032681.622571
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@dast04: Writing Custom Prometheus Exporters (in Python) — Kubernetes'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@dast04:
    Writing Custom Prometheus Exporters (in Python) — Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@database-mesh/database-mesh-2-0-database-governance-in-a-cloud-native-environment-3e41f0f2722c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029575.28146
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@database-mesh: Database Mesh 2.0: Database Governance in a Cloud''
    Native Environment'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@database-mesh:
    Database Mesh 2.0: Database Governance in a Cloud'' Native Environment in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@datosh18/gitsign-in-remote-environments-6f40f47d289f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032699.144677
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@datosh18: Gitsign in remote environments'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@datosh18:
    Gitsign in remote environments in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@deejiw/test-helm-release-in-production-environment-with-zero-downtime-400c5d41ecdf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031796.263732
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium: Test Helm Release in Production Environment with Zero Downtime=='
    \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium:
    Test Helm Release in Production Environment with Zero Downtime==' \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@deepanshuyadavv11/task1-integrating-github-jenkins-and-docker-d66a817774be:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030119.150605
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Just commit your code and your docker server is ready (jenkins +''
    github + docker)'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Just commit your code and your docker server is ready (jenkins +'' github + docker)
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@deepeshjaiswal6734/an-introduction-to-kubernetes-architecture-kubernetes-object-deep-dive-1-77205e56db5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030951.650767
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@deepeshjaiswal6734: An Introduction to Kubernetes Architecture'
    && Kubernetes Object deep dive-1== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@deepeshjaiswal6734:
    An Introduction to Kubernetes Architecture' && Kubernetes Object deep dive-1==
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@denhox/sharing-data-between-microservices-fe7fb9471208:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032639.810408
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@denhox: Sharing Data Between Microservices'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@denhox:
    Sharing Data Between Microservices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@denniszielke/continuous-kubernetes-blue-green-deployments-on-azure-using-nginx-appgateway-or-trafficmanager-4490bce29cb
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030538.451767
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Continuous Kubernetes blue-green deployments on Azure using Nginx,''
    AppGateway or TrafficManager — part 2'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Continuous Kubernetes blue-green deployments on Azure using Nginx,'' AppGateway
    or TrafficManager — part 2 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@devfire/how-to-become-a-devops-engineer-in-six-months-or-less-part-7-monitor-47c61aea0bf7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031257.897867
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@devfire: How To Become a DevOps Engineer In Six Months or Less,''
    Part 6: Observe'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@devfire:
    How To Become a DevOps Engineer In Six Months or Less,'' Part 6: Observe in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@devml2016/lets-start-automation-using-jenkins-docker-github-d5f8d019ec4a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032337.337137
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@devml2016: Let’s Start Automation using Jenkins, Docker, GitHub'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@devml2016:
    Let’s Start Automation using Jenkins, Docker, GitHub in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@devopsfolks8546/1-pods-c3d1a9349ba0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031079.650373
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@devopsfolks8546: Kubectl Commands Cheat Sheet. List Of Kubernetes''
    Most Useful Commands'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@devopsfolks8546:
    Kubectl Commands Cheat Sheet. List Of Kubernetes'' Most Useful Commands in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@devopsrockers/blue-green-deployment-on-eks-using-argocd-with-kubecost-istio-external-dns-grafana-prometheus-d5d5508f0748
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032872.662743
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@devopsrockers: Blue-Green Deployment on EKS using Argocd with''
    Kubecost, Istio, External DNS, Grafana-Prometheus and More: “Build, Deploy a Resilient
    and Observability-Driven Application”'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@devopsrockers:
    Blue-Green Deployment on EKS using Argocd with'' Kubecost, Istio, External DNS,
    Grafana-Prometheus and More: “Build, Deploy a Resilient and Observability-Driven
    Application” in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dfrancisczok/introduction-to-kubernetes-other-kubernetes-components-and-abstract-concepts-7dfa4955d845:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029478.311483
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@dfrancisczok: Introduction to Kubernetes — other Kubernetes''
    components and abstract concepts | Dave Frank'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@dfrancisczok:
    Introduction to Kubernetes — other Kubernetes'' components and abstract concepts
    | Dave Frank in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dima.statz_89242/no-code-data-collect-api-on-aws-d79e3681d204:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031108.780562
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: No-Code Data Collect API on AWS'
  v1_locations:
  - docs/aws-data.md
  v2_locations:
  - aws-data.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    No-Code Data Collect API on AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dimitrijevskiv/monitor-kubernetes-pod-status-from-a-jenkins-pipeline-e25c744d944d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029377.66755
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@dimitrijevskiv: Monitor Kubernetes pod status from a Jenkins''
    pipeline=='
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@dimitrijevskiv:
    Monitor Kubernetes pod status from a Jenkins'' pipeline== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dius_au/delivering-value-on-kubernetes-8d5c5655c1b4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032195.527864
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Delivering value on Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Delivering value on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dmglascoe/deploying-iam-users-and-s3-buckets-using-boto3-and-terraform-71ec04b2e14b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030346.174152
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@dmglascoe: ==Deploying IAM Users and S3 Buckets using Boto3''
    and Terraform=='
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@dmglascoe:
    ==Deploying IAM Users and S3 Buckets using Boto3'' and Terraform== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dominik.tornow/the-kubernetes-scheduler-cd429abac02f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031844.269556
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: The Kubernetes Scheduler: this series aims to advance the understanding''
    of Kubernetes and its underlying concepts'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    The Kubernetes Scheduler: this series aims to advance the understanding'' of Kubernetes
    and its underlying concepts in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dotdc/a-set-of-modern-grafana-dashboards-for-kubernetes-4b989c72a4b2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033594.563798
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@dotdc: A set of modern Grafana dashboards for Kubernetes \U0001F31F"
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@dotdc:
    A set of modern Grafana dashboards for Kubernetes \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dotdc/how-to-find-unused-prometheus-metrics-using-mimirtool-a44560173543:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032216.745381
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com: How to find unused Prometheus metrics using mimirtool \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com:
    How to find unused Prometheus metrics using mimirtool \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dotdc/is-your-kubernetes-api-server-exposed-learn-how-to-check-and-fix-609ab9638fae:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030534.133389
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@dotdc: Is your Kubernetes API Server exposed? Learn how to'
    check and fix!== \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@dotdc:
    Is your Kubernetes API Server exposed? Learn how to' check and fix!== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dsdatsme/terraform-gitops-ci-cd-with-approval-notifications-6f0807299fc4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032080.313668
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@dsdatsme: Terraform GitOps CI/CD with Approval & Notifications=='
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@dsdatsme:
    Terraform GitOps CI/CD with Approval & Notifications== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@dugouchet.a/manage-your-terraform-like-a-container-d2acbc46d7d4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030084.558231
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@dugouchet.a: Manage your terraform like a container'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@dugouchet.a:
    Manage your terraform like a container in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@duplocloud/infrastructure-as-code-but-you-dont-have-to-write-that-code-87ec4fe94863:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032343.931914
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium - Infrastructure-As-Code: But You Don’t Have to Write That Code'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium
    - Infrastructure-As-Code: But You Don’t Have to Write That Code in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ebin/stop-you-dont-need-microservices-dc732d70b3e0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033503.662602
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: STOP!! You don’t need Microservices'
  v1_locations:
  - docs/faq.md
  v2_locations:
  - faq.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    STOP!! You don’t need Microservices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ebonyymonae/github-actions-and-automation-9637aa06af64:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032966.261369
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ebonyymonae: Github Actions and Automation'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ebonyymonae:
    Github Actions and Automation in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ebonyymonae/terraform-for-newbies-1f4c4bcd2ace:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034094.243459
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ebonyymonae: Terraform Basics'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ebonyymonae:
    Terraform Basics in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@eduard.mihai.lemnaru/auto-update-helm-chart-version-using-argocd-4936933a2bac:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029251.720975
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@eduard.mihai.lemnaru: Auto-update helm chart version using ArgoCD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@eduard.mihai.lemnaru:
    Auto-update helm chart version using ArgoCD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@eduardo854/building-your-gitops-pipeline-with-github-actions-dockerhub-and-helm-repository-553c4873116e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029060.717414
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@eduardo854: Building Your GitOps Pipeline with GitHub Actions,''
    DockerHub, and Helm Repository'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@eduardo854:
    Building Your GitOps Pipeline with GitHub Actions,'' DockerHub, and Helm Repository
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ehsan-khodadadi/patterns-and-anti-patterns-for-a-reliable-kubernetes-infra-deployment-5724f6749b7a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032034.464201
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ehsan-khodadadi: Patterns and anti-patterns for a reliable Kubernetes''
    infra deployment'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ehsan-khodadadi:
    Patterns and anti-patterns for a reliable Kubernetes'' infra deployment in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ehsan-khodadadi/prometheus-multi-cluster-monitoring-using-prometheus-agent-mode-cab2cdb20c11:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034347.679707
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ehsan-khodadadi: Prometheus Multi-Cluster monitoring using Prometheus''
    Agent Mode'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ehsan-khodadadi:
    Prometheus Multi-Cluster monitoring using Prometheus'' Agent Mode in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ej.sta.ana/easy-blue-green-deployment-on-openshift-container-platform-using-argo-rollouts-4d514b3c5c0f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034134.32029
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ej.sta.ana: Easy Blue-Green Deployment on Openshift Container''
    Platform using Argo Rollouts'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ej.sta.ana:
    Easy Blue-Green Deployment on Openshift Container'' Platform using Argo Rollouts
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@eliran89c/for-the-love-of-god-learn-when-to-use-cpu-limits-on-kubernetes-2225341e9dbd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033575.326227
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@eliran89c: For the love of god, learn when to use CPU limits''
    on Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@eliran89c:
    For the love of god, learn when to use CPU limits'' on Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@elliotgraebert/four-great-alternatives-to-hashicorps-terraform-cloud-6e0a3a0a5482:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031739.601304
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@elliotgraebert: Four Great Alternatives to HashiCorp’s Terraform''
    Cloud'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@elliotgraebert:
    Four Great Alternatives to HashiCorp’s Terraform'' Cloud in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@emmaliaocode/kubectl-create-vs-kubectl-apply-whats-the-differences-f6472f4c6c86:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034579.864266
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@emmaliaocode: kubectl create vs kubectl apply. What’s the difference?'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@emmaliaocode:
    kubectl create vs kubectl apply. What’s the difference? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@eoneoff/installing-istio-multicluster-deployment-with-terraform-59db2f9b2177:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030250.299664
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@eoneoff: Installing Istio multicluster deployment with Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@eoneoff:
    Installing Istio multicluster deployment with Terraform in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@erfin.feluzy/tutorial-secure-your-api-with-x509-mutual-authentication-with-spring-boot-on-openshift4-416a00a47af8
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030204.216403
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Tutorial : Secure your API with x509 Mutual Authentication with''
    Spring Boot on OpenShift4'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Tutorial : Secure your API with x509 Mutual Authentication with'' Spring Boot
    on OpenShift4 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@eriky/copilot-is-genuinely-scary-and-fascinating-at-the-same-time-63ebcbf80899:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029552.305203
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@eriky: Copilot Is Genuinely Scary And Fascinating At The Same''
    Time'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@eriky:
    Copilot Is Genuinely Scary And Fascinating At The Same'' Time in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ernestkwashie3/provisioning-amazon-elastic-kubernetes-service-eks-cluster-using-terraform-5e07f1f0dc32:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032117.180281
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ernestkwashie3: Provisioning Amazon Elastic Kubernetes Service''
    (EKS) Cluster using Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ernestkwashie3:
    Provisioning Amazon Elastic Kubernetes Service'' (EKS) Cluster using Terraform
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@ershivamgupta/disaster-recovery-solution-for-azure-kubernetes-service-aks-persistent-volume-storage-f2b3d2aafcf4
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030868.32886
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@ershivamgupta: Disaster Recovery Solution for Azure Kubernetes'
    Service (AKS) Persistent Volume Storage \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@ershivamgupta:
    Disaster Recovery Solution for Azure Kubernetes' Service (AKS) Persistent Volume
    Storage \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@eshiett314/mutual-tls-with-emissary-ingress-and-linkerd-4aa3ffe0413f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034049.166499
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@eshiett314: Mutual TLS with Emissary-Ingress and Linkerd'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@eshiett314:
    Mutual TLS with Emissary-Ingress and Linkerd in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@espringe/amazon-s-customer-service-backdoor-be375b3428c4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032339.739086
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Amazon’s customer service backdoor
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Amazon’s
    customer service backdoor in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@eumaho/setting-up-readiness-and-liveness-health-check-probes-in-kubernetes-with-springboot-674eb1038377:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033068.032778
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@eumaho: Setting up readiness and liveness health-check probes'
    in Kubernetes with SpringBoot \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@eumaho:
    Setting up readiness and liveness health-check probes' in Kubernetes with SpringBoot
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@extio/understanding-kubernetes-annotations-enhancing-flexibility-and-extensibility-8f9046591aa1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030658.199701
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@extio: Understanding Kubernetes Annotations: Enhancing Flexibility''
    and Extensibility'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@extio:
    Understanding Kubernetes Annotations: Enhancing Flexibility'' and Extensibility
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ezinneanne/best-api-documentation-tools-you-need-cf3ef2c47e89:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033764.917611
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ezinneanne: Best API documentation tools you need'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ezinneanne:
    Best API documentation tools you need in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@fabrizio-cafolla/dockerize-python-for-aws-lambda-deploy-with-github-workflow-9a930c1e86b1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031600.298511
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@fabrizio-cafolla: Dockerize Python for AWS Lambda — Deploy with''
    GitHub Workflow'
  v1_locations:
  - docs/aws-newfeatures.md
  v2_locations:
  - aws-newfeatures.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@fabrizio-cafolla:
    Dockerize Python for AWS Lambda — Deploy with'' GitHub Workflow in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@faisalkuzhan/day-43-90-infrastructure-as-code-iac-5a826258ee4b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031185.89877
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@faisalkuzhan: DAY_43/90 => Infrastructure as Code(IaC)'
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@faisalkuzhan:
    DAY_43/90 => Infrastructure as Code(IaC) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@far3ns/kong-the-microservice-api-gateway-526c4ca0cfa6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034581.709531
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: KONG — The Microservice API Gateway'
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    KONG — The Microservice API Gateway in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@fengruohang/database-in-kubernetes-is-that-a-good-idea-daf5775b5c1f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029704.34759
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@fengruohang: Database in Kubernetes: Is that a good idea?'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@fengruohang:
    Database in Kubernetes: Is that a good idea? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@firat.yasar/backup-restore-kubernetes-resources-with-velero-b7fee14e7664:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031142.590042
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@firat.yasar: Backup & Restore Kubernetes resources with VELERO'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@firat.yasar:
    Backup & Restore Kubernetes resources with VELERO in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@florian.rieger/if-you-haven-t-heard-of-descriptors-you-don-t-know-python-1ea4fd1614c2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032100.160725
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@florian.rieger: If you haven‘t heard of descriptors, you don‘t''
    know Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@florian.rieger:
    If you haven‘t heard of descriptors, you don‘t'' know Python in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@franoisdagostini/gitops-build-infrastructure-resilient-applications-95bbc939046d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031999.840298
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: GitOps: Build infrastructure resilient applications \U0001F31F"
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    GitOps: Build infrastructure resilient applications \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@frommeyerc/containers-and-the-jvm-about-cfs-and-how-to-deal-with-it-805883b72a87:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030741.910528
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@frommeyerc: Containers and the JVM: About CFS and how to deal''
    with it'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@frommeyerc:
    Containers and the JVM: About CFS and how to deal'' with it in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@fvtool/jenkins-cicd-getting-started-with-groovy-and-docker-containers-part-2-b03a1b934a49:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032966.266496
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: jenkins cicd getting started with groovy and docker'
  v1_locations:
  - docs/jenkins.md
  - docs/openshift-pipelines.md
  v2_locations:
  - jenkins.md
  - openshift-pipelines.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    jenkins cicd getting started with groovy and docker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@fwiles/k9s-eks-context-error-7ff18df7547f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032966.275447
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@fwiles: k9s EKS Context Error'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@fwiles:
    k9s EKS Context Error in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@gajaoncloud/demystifying-karpenters-advanced-features-consolidation-drift-and-spot-handling-007fbad29549:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033788.655044
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@gajaoncloud: Demystifying Karpenter’s Advanced Features: Consolidation,''
    Drift, and Spot Handling'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@gajaoncloud:
    Demystifying Karpenter’s Advanced Features: Consolidation,'' Drift, and Spot Handling
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@gajaoncloud/karpenter-mastery-nodepools-nodeclasses-for-workload-nirvana-bc89850fa934:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031494.404789
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@gajaoncloud: Karpenter Mastery: NodePools & NodeClasses for''
    Workload Nirvana'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@gajaoncloud:
    Karpenter Mastery: NodePools & NodeClasses for'' Workload Nirvana in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@gajaoncloud/unleash-the-power-of-karpenter-automating-aws-eks-scaling-and-cost-optimization-7e236319eda4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034015.277106
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@gajaoncloud: Unleash the Power of Karpenter: Automating AWS''
    EKS Scaling and Cost Optimization'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@gajaoncloud:
    Unleash the Power of Karpenter: Automating AWS'' EKS Scaling and Cost Optimization
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@gangsta_black/grafana-cool-dashboard-for-monitoring-jenkins-with-prometheus-c7ba4f1c6297:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033591.642162
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: prometheus and grafana dashboard'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    prometheus and grafana dashboard in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@gavinklfong/8-tips-to-incredibly-boost-the-efficiency-of-command-execution-on-kubernetes-using-k9s-a515a90a3a27
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029631.069059
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@gavinklfong: 8 tips to incredibly boost the efficiency of command''
    execution on Kubernetes using k9s'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@gavinklfong:
    8 tips to incredibly boost the efficiency of command'' execution on Kubernetes
    using k9s in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@gdiener/how-to-build-a-smaller-docker-image-76779e18d48a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032922.3446
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to build a smaller Docker image'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to build a smaller Docker image in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@geoffrey.muselli/argocd-multi-cluster-helm-charts-installation-in-mono-repo-0a406ff7c578:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030478.934656
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@geoffrey.muselli: ArgoCD: Multi-cluster Helm charts management''
    in mono-repo'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@geoffrey.muselli:
    ArgoCD: Multi-cluster Helm charts management'' in mono-repo in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@george_bakas/mastering-github-actions-environment-variables-and-secrets-management-3daac384477b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033397.784736
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@george_bakas: Mastering GitHub Actions: Environment Variables''
    and Secrets Management'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@george_bakas:
    Mastering GitHub Actions: Environment Variables'' and Secrets Management in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ghumare64/deploying-infrastructure-frontend-backend-on-aws-using-amazon-eks-5f1f426d618e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031537.785877
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Deploying Infrastructure (FrontEnd + BackEnd) on AWS using Amazon EKS
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Deploying
    Infrastructure (FrontEnd + BackEnd) on AWS using Amazon EKS in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@gjoshevski/reduce-the-cost-of-running-aks-cluster-by-leveraging-azure-spot-vms-70-and-more-e917f568c3b9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033078.860814
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@gjoshevski: Reduce the cost of running AKS cluster by leveraging'
    Azure Spot VMs| 70% and more== \U0001F31F\U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@gjoshevski:
    Reduce the cost of running AKS cluster by leveraging' Azure Spot VMs| 70% and
    more== \U0001F31F\U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@glen.yu/getting-started-with-ebpf-and-cilium-on-gke-6553c5d7e02a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032661.69148
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@glen.yu: Getting started with eBPF and Cilium on GKE'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@glen.yu:
    Getting started with eBPF and Cilium on GKE in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@glen.yu/nginx-ingress-or-gke-ingress-d87dd9db504c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030708.290549
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@glen.yu: NGINX Ingress or GKE Ingress?'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@glen.yu:
    NGINX Ingress or GKE Ingress? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@glen.yu/why-i-prefer-kyverno-over-gatekeeper-for-native-kubernetes-policy-management-35a05bb94964:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030429.922418
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@glen.yu: Why I prefer Kyverno over Gatekeeper for native Kubernetes''
    policy management'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@glen.yu:
    Why I prefer Kyverno over Gatekeeper for native Kubernetes'' policy management
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@griggheo/initial-experiences-with-the-prometheus-monitoring-system-167054ac439c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031084.634477
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Initial experiences with the Prometheus monitoring system
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Initial
    experiences with the Prometheus monitoring system in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@hammadsaif061/simplifying-microservices-management-with-kubernetes-and-service-mesh-de458ce566f1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029710.121518
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@hammadsaif061: Simplifying Microservices Management with Kubernetes''
    and Service Mesh'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hammadsaif061:
    Simplifying Microservices Management with Kubernetes'' and Service Mesh in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@haozhao_2156/rescue-my-openshift-cluster-from-loss-of-2-masters-59f118a30f95:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033575.333108
  stars: 0
  title: Rescue My OpenShift Cluster From Loss of 2 Masters
  v1_locations:
  - docs/openshift.md
  year: N/A
https://medium.com/@hardiktaneja_99752/lessons-after-running-kafka-in-production-626974ffd700:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031064.297708
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@hardiktaneja_99752: Lessons after running Kafka in production=='
    \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@hardiktaneja_99752:
    Lessons after running Kafka in production==' \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@hari.balagopal/create-a-helm-chart-automatically-from-kubernetes-yamls-91a4c1bf8cc5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030461.883979
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@hari.balagopal: Create a Helm chart automatically from Kubernetes''
    YAMLs=='
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@hari.balagopal:
    Create a Helm chart automatically from Kubernetes'' YAMLs== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@harmonh/solutions-to-communication-problems-in-microservices-using-apache-kafka-and-kafka-lens-9b6d453de352:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033617.143858
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Solutions to Communication Problems in Microservices using Apache''
    Kafka and Kafka Lens'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Solutions to Communication Problems in Microservices using Apache'' Kafka and
    Kafka Lens in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@harsh.manvar111/dont-confuse-the-difference-between-stateless-and-stateful-9f253efe3ebd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033074.301425
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@harsh.manvar111: Don’t confuse the difference between stateless'
    and stateful== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@harsh.manvar111:
    Don’t confuse the difference between stateless' and stateful== \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@harshvijaythakkar/creating-ci-cd-pipeline-for-aws-ecs-part-i-b2f61bb1522f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031381.508477
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Creating CI/CD Pipeline for AWS ECS — Part I'
  v1_locations:
  - docs/aws-containers.md
  v2_locations:
  - aws-containers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Creating CI/CD Pipeline for AWS ECS — Part I in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@haseebshaukat2/kyverno-policy-engine-for-kubernetes-b49f3fac43b9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032817.247466
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@haseebshaukat2: Kyverno — Policy Engine for Kubernetes | Muhammad''
    Haseeb Shaukat'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@haseebshaukat2:
    Kyverno — Policy Engine for Kubernetes | Muhammad'' Haseeb Shaukat in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@hashiroulap/terraform-aws-api-gateway-6d86a010f359:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031122.157004
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: AWS API Gateway'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    AWS API Gateway in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@hello_9187/why-we-are-not-supporting-opentf-a46855f52dc4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032054.408577
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@hello_9187: Why We Are Not Supporting OpenTF'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hello_9187:
    Why We Are Not Supporting OpenTF in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@het.trivedi05/designing-multi-tenant-applications-on-kubernetes-f0470f8e641c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034094.264819
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@het.trivedi05: Designing Multi-Tenant Applications on Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@het.trivedi05:
    Designing Multi-Tenant Applications on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@hinsulak/multi-node-lightweight-kubernetes-setup-using-k3s-454e87fdc933:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034456.272671
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@hinsulak: Multi-node lightweight Kubernetes setup'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hinsulak:
    Multi-node lightweight Kubernetes setup in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@hirushanonline/dynamic-scaling-with-kubernetes-event-driven-autoscaling-keda-caaa15096e1c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029174.099981
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@hirushanonline: Dynamic Scaling with Kubernetes Event-driven''
    Autoscaling (KEDA)'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hirushanonline:
    Dynamic Scaling with Kubernetes Event-driven'' Autoscaling (KEDA) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@hmquan08011996/set-up-microservice-on-kubernetes-write-config-file-8df7c2b07a4c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032549.483355
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@hmquan08011996: Setup Microservices on Kubernetes — Write a''
    Configuration File'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hmquan08011996:
    Setup Microservices on Kubernetes — Write a'' Configuration File in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@hmquan08011996/setup-microservices-on-kubernetes-automating-kubernetes-with-argocd-cb94622dac5b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029056.335197
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@hmquan08011996: Setup Microservices on Kubernetes — Automating''
    Kubernetes with ArgoCD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hmquan08011996:
    Setup Microservices on Kubernetes — Automating'' Kubernetes with ArgoCD in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@hnaveed221/starting-out-with-kubernetes-21d0bd03c956:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029171.932364
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@hnaveed221: A Quick Intro To Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hnaveed221:
    A Quick Intro To Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@hubian/16-best-practices-in-spring-boot-production-62c065a6145c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031552.670152
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@hubian: 16 Best Practices in Spring Boot Production== \U0001F31F"
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@hubian:
    16 Best Practices in Spring Boot Production== \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@hunkarbozkurt/what-is-devops-how-was-devops-derived-660ef47d42d6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032683.768975
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@hunkarbozkurt: What is DevOps? How Was DevOps Derived?'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@hunkarbozkurt:
    What is DevOps? How Was DevOps Derived? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@i180826/using-docker-to-build-react-app-49862615e6f8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030360.445122
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@i180826: Using Docker to build React App'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@i180826:
    Using Docker to build React App in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@icheko/wordpress-high-availability-on-kubernetes-f6c0bcc2f28d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031898.059579
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Wordpress High Availability on Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Wordpress High Availability on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@imarunrk/continuous-gitops-the-way-to-do-devops-in-kubernetes-896b0ea1d0fb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030034.532851
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Continuous GitOps, the way to do DevOps in Kubernetes
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Continuous
    GitOps, the way to do DevOps in Kubernetes in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@imaze.enabulele/autoscaling-ec2-instances-for-high-availability-and-stress-testing-946b41f229e2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033024.773804
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@imaze.enabulele: Autoscaling EC2 Instances for High Availability'
    and Stress Testing \U0001F31F"
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@imaze.enabulele:
    Autoscaling EC2 Instances for High Availability' and Stress Testing \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@interviewready/data-replication-in-distributed-system-87f7d265ff28:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033040.438979
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@interviewready: Data Replication in Distributed System'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@interviewready:
    Data Replication in Distributed System in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@isalapiyarisi/getting-started-on-kubernetes-observability-with-ebpf-88139eb13fb2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032184.705278
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@isalapiyarisi: Getting Started on Kubernetes observability with''
    eBPF'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@isalapiyarisi:
    Getting Started on Kubernetes observability with'' eBPF in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ishana98dadhich/integrating-aws-secret-manager-with-eks-and-use-secrets-inside-the-pods-part-1-1938b0c3c2fb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029151.227749
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ishana98dadhich: Integrating AWS Secret Manager with EKS and''
    use Secrets inside the Pods: Part-1'
  v1_locations:
  - docs/devsecops.md
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - devsecops.md
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ishana98dadhich:
    Integrating AWS Secret Manager with EKS and'' use Secrets inside the Pods: Part-1
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ismailyenigul/how-to-enable-openshift-oc-bash-auto-completion-958b80e56e17:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029590.129449
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to enable OpenShift oc bash auto completion'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to enable OpenShift oc bash auto completion in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@issy972/balancing-reliability-cost-and-performance-with-kubernetes-45aae8489a3c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034564.162966
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@issy972: Balancing reliability, cost and performance with Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@issy972:
    Balancing reliability, cost and performance with Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@it-craftsman/how-to-fix-kubernetes-namespaces-stuck-in-terminating-state-ea46c5fff045:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033947.442879
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@it-craftsman: How to fix Kubernetes namespaces stuck in terminating''
    state'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@it-craftsman:
    How to fix Kubernetes namespaces stuck in terminating'' state in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jainal/mastering-graceful-shutdown-in-distributed-systems-and-microservices-29c311e49660:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033424.413323
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jainal: Mastering Graceful Shutdown in Distributed Systems and''
    Microservices'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jainal:
    Mastering Graceful Shutdown in Distributed Systems and'' Microservices in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jake.page91/the-guide-to-kubectl-i-never-had-3874cc6074ff:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033240.232301
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jake.page91: The guide to kubectl I never had'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jake.page91:
    The guide to kubectl I never had in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jasonmfehr/inspecting-kubernetes-client-to-api-server-network-traffic-cd6d1802bb43:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032683.773218
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jasonmfehr: Inspecting Kubernetes Client to API Server Network''
    Traffic'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jasonmfehr:
    Inspecting Kubernetes Client to API Server Network'' Traffic in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jasonmfehr/kubernetes-informers-opening-the-mystery-box-4cd690a43a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030346.186988
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jasonmfehr: Kubernetes Informers: Opening the Mystery Box'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jasonmfehr:
    Kubernetes Informers: Opening the Mystery Box in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@javachampions/java-is-still-free-2-0-0-6b9aa8d6d244:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033586.276343
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@javachampions : Java is still free'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@javachampions
    : Java is still free in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jdxcode/12-factor-cli-apps-dd3c227a0e46:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030856.460385
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jdxcode: 12 Factor CLI Apps'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jdxcode:
    12 Factor CLI Apps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jeevansathisocial/high-performance-api-gateway-3661d5a2fee0s-3661d5a2fee0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032977.285373
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jeevansathisocial: High-performance API gateway'
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jeevansathisocial:
    High-performance API gateway in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jeremyaherzog/cicada-an-integration-testing-framework-for-docker-and-kubernetes-7eee5624cc55:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032282.248114
  stars: 0
  title: 'medium: Cicada: An integration testing framework for Docker and Kubernetes'
  v1_locations:
  - docs/testops.md
  year: N/A
https://medium.com/@jerome.decoster/create-temporary-environment-from-pull-request-with-argocd-applicationset-1cef9803223a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030951.627175
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jerome.decoster: Create temporary environment from Pull Request''
    with ArgoCD ApplicationSet'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jerome.decoster:
    Create temporary environment from Pull Request'' with ArgoCD ApplicationSet in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jerome.decoster/kubernetes-eks-canary-deployment-1ef79ae89dfc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029056.353509
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes + EKS + Canary Deployment'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes + EKS + Canary Deployment in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jerome_tarte/extend-your-toolset-with-kubectl-plugin-55596067595f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029340.766499
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jerome_tarte: Extend your toolset with Kubectl plugin'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jerome_tarte:
    Extend your toolset with Kubectl plugin in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jerome_tarte/managing-your-sensitive-information-during-gitops-process-with-secret-sealed-27498c77e2b8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029563.442662
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Managing your sensitive information during GitOps process with Secret''
    Sealed'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Managing your sensitive information during GitOps process with Secret'' Sealed
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jettycloud/making-sense-of-kubernetes-cpu-requests-and-limits-390bbb5b7c92:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031758.969273
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jettycloud: Making Sense of Kubernetes CPU Requests And Limits'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jettycloud:
    Making Sense of Kubernetes CPU Requests And Limits in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jjlakis/gcp-secret-manager-with-self-hosted-kubernetes-db35d01d65f0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034394.366238
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jjlakis: GCP Secret Manager with self-hosted Kubernetes'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jjlakis:
    GCP Secret Manager with self-hosted Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jlamillan/rancher-deployed-kubernetes-on-oracle-cloud-infrastructure-6b0656cdaec0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031844.256988
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Rancher deployed Kubernetes on Oracle Cloud Infrastructure'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Rancher deployed Kubernetes on Oracle Cloud Infrastructure in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jmrobles/how-to-setup-hetzner-load-balancer-on-a-kubernetes-cluster-2ce79ca4a27b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029251.748891
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to setup Hetzner load balancer on a Kubernetes cluster'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to setup Hetzner load balancer on a Kubernetes cluster in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@joelbelton/optimising-docker-performance-the-key-4-techniques-you-need-6440cfebb650:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030346.194608
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@joelbelton: Optimising Docker Performance — The Key 4 Techniques''
    You Need'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@joelbelton:
    Optimising Docker Performance — The Key 4 Techniques'' You Need in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@joelkaplan1/gitops-with-istio-tekton-and-argo-cd-on-openshift-4-5e42d22994e3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034012.430355
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: GitOps with Istio, Tekton and Argo CD — on OpenShift 4'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    GitOps with Istio, Tekton and Argo CD — on OpenShift 4 in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jon.mclean/argocd-the-gitops-way-90f7eb0d2606:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033328.848941
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jon.mclean: ArgoCD: The GitOps Way'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jon.mclean:
    ArgoCD: The GitOps Way in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jonathan_37674/comparing-kubernetes-security-frameworks-and-guidance-f1c2821ea733:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032779.570185
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium: Comparing Kubernetes Security Frameworks and Guidance== \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium:
    Comparing Kubernetes Security Frameworks and Guidance== \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jonathan_37674/how-to-keep-your-ci-cd-pipelines-secure-armo-8e962bc51fb6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034330.382532
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jonathan_37674: How to Keep your CI/CD Pipelines Secure? | ARMO'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jonathan_37674:
    How to Keep your CI/CD Pipelines Secure? | ARMO in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jonathan_37674/how-to-secure-kubernetes-ingress-by-armo-cb86086ec540:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030132.287858
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jonathan_37674: How to secure Kubernetes ingress? | By ARMO'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jonathan_37674:
    How to secure Kubernetes ingress? | By ARMO in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jonathan_37674/how-to-validate-kubernetes-yaml-files-armo-e45dd006d633:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031801.741793
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jonathan_37674: How to validate Kubernetes YAML files? | ARMO'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jonathan_37674:
    How to validate Kubernetes YAML files? | ARMO in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://medium.com/@jonathan_37674/kubernetes-1-27-everything-you-should-know-armo-236de6d77272:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031181.204179
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jonathan_37674: Kubernetes 1.27: Everything You Should Know''
    | ARMO'
  v1_locations:
  - docs/kubernetes-releases.md
  v2_locations:
  - kubernetes-releases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jonathan_37674:
    Kubernetes 1.27: Everything You Should Know'' | ARMO in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jonathan_37674/kubernetes-admission-controller-the-definitive-guide-786b09279418:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032242.874504
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@jonathan_37674: Kubernetes Admission Controller: The Definitive''
    Guide'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@jonathan_37674:
    Kubernetes Admission Controller: The Definitive'' Guide in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jonathan_37674/kubernetes-security-best-practices-definitive-guide-bcb546e9f529:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030384.451785
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@jonathan_37674: Kubernetes Security Best Practices: Definitive''
    Guide=='
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@jonathan_37674:
    Kubernetes Security Best Practices: Definitive'' Guide== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jonathan_37674/what-have-we-learned-from-scanning-over-10k-kubernetes-clusters-b0ac6b250427:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029948.052041
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@jonathan_37674: What have we learned from scanning over 10K'
    Kubernetes Clusters? \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@jonathan_37674:
    What have we learned from scanning over 10K' Kubernetes Clusters? \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jpcontad/a-year-of-running-kubernetes-as-a-product-7eed1204eecd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034172.805851
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: A Year Of Running Kubernetes at MYOB, And The Importance Of''
    Empathy'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    A Year Of Running Kubernetes at MYOB, And The Importance Of'' Empathy in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jportasa/ecs-jenkins-plugin-to-create-ephemeral-slaves-in-fargate-8cb80b46fb75:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033903.359483
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: ECS Jenkins Plugin to create ephemeral Slaves in Fargate'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    ECS Jenkins Plugin to create ephemeral Slaves in Fargate in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jstrachan/fabric8-please-check-out-jenkins-x-instead-8295a025173a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032296.514845
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: medium - fabric8, please check out jenkins X instead
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering medium
    - fabric8, please check out jenkins X instead in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jtdv01/kubernetes-authorization-and-role-based-access-controls-ca0b7acc17a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031620.063769
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@jtdv01: Kubernetes Authorization and Role Based Access Controls=='
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@jtdv01:
    Kubernetes Authorization and Role Based Access Controls==' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@juliorenner123/k8s-creating-a-kube-scheduler-plugin-8a826c486a1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030390.647642
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: K8S - Creating a kube-scheduler plugin'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    K8S - Creating a kube-scheduler plugin in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@junjun231953_53717/terraform-best-practices-737153356d41:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033704.279467
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@junjun231953_53717: Terraform Best Practices'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@junjun231953_53717:
    Terraform Best Practices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@jweng1/setting-up-kafkasource-to-send-data-and-displayed-with-knative-event-display-33891b253442:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031944.807702
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Setting up KafkaSource to send data and displayed with Knative event-display'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Setting up KafkaSource to send data and displayed with Knative event-display in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@kachidude007/setting-up-an-access-token-in-gitlab-for-a-jenkins-pipeline-a688dd6c994a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030199.056839
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@kachidude007: Setting up an Access Token in GitLab for a Jenkins''
    Pipeline'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@kachidude007:
    Setting up an Access Token in GitLab for a Jenkins'' Pipeline in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@kajan26/the-myth-of-scalability-in-kubernetes-e49953944b8e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032920.302734
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@kajan26: The Myth of scalability in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@kajan26:
    The Myth of scalability in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@karanshingde/machine-learning-in-production-your-comprehensive-101-practical-guide-c7de0b5ad011:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034454.127812
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@karanshingde: Machine Learning in Production— Your Comprehensive''
    101 Practical Guide'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@karanshingde:
    Machine Learning in Production— Your Comprehensive'' 101 Practical Guide in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@kennethtcp/how-to-spread-replica-pods-into-nodes-evenly-by-topologyspreadconstraints-8abd03424aae:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029565.149677
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@kennethtcp: How to spread replica pods into nodes evenly by''
    topologySpreadConstraints'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@kennethtcp:
    How to spread replica pods into nodes evenly by'' topologySpreadConstraints in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@kevin30101999/machine-learning-pipeline-using-argo-workflow-be91feb07c41:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032289.682439
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@kevin30101999: Machine Learning Pipeline using Argo workflow'
    \U0001F31F"
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@kevin30101999:
    Machine Learning Pipeline using Argo workflow' \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@kewynakshlley/performance-evaluation-of-the-autoscaling-strategies-vertical-and-horizontal-using-kubernetes-42d9a1663e6b
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032420.900594
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@kewynakshlley: Performance evaluation of the autoscaling strategies''
    vertical and horizontal using Kubernetes'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@kewynakshlley:
    Performance evaluation of the autoscaling strategies'' vertical and horizontal
    using Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@kinghuang/docker-compose-anchors-aliases-extensions-a1e4105d70bd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030014.691964
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Don’t Repeat Yourself with Anchors, Aliases and Extensions in Docker''
    Compose Files'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Don’t Repeat Yourself with Anchors, Aliases and Extensions in Docker'' Compose
    Files in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://medium.com/@knoldus/configure-ssl-certificate-with-cert-manager-on-kubernetes-e5ca8a804e16:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031676.554534
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@knoldus: Configure SSL certificate with cert-manager on Kubernetes'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@knoldus:
    Configure SSL certificate with cert-manager on Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@knoldus/how-to-schedule-pods-on-nodes-in-kubernetes-af321d8ea5d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029269.742196
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium: How to Schedule Pods on Nodes in Kubernetes=='
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium:
    How to Schedule Pods on Nodes in Kubernetes== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@knoldus/introduction-to-kubernetes-deployment-strategies-part-3-5037a6b4d6aa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033432.048373
  stars: 0
  title: 'medium.com/@knoldus: Introduction to Kubernetes Deployment Strategies —''
    Part 3'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://medium.com/@knoldus/introduction-to-sealed-secrets-in-kubernetes-7857b361a845:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033788.670834
  stars: 0
  title: 'medium.com/@knoldus: Introduction to sealed secrets in Kubernetes'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://medium.com/@knoldus/using-sealed-secrets-in-kubernetes-7f7518d4c984:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033572.542768
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@knoldus: Using sealed secrets in Kubernetes'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@knoldus:
    Using sealed secrets in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@krishnendupatra/best-practices-to-achieve-zero-downtime-on-kubernetes-deployments-438f15cd811e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031535.470635
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@krishnendupatra: Best practices to achieve Zero downtime on''
    Kubernetes deployments'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@krishnendupatra:
    Best practices to achieve Zero downtime on'' Kubernetes deployments in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@kylekhunter/kubernetes-monitoring-with-prometheus-a149c35694c4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030009.182451
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@kylekhunter: Kubernetes Monitoring with Prometheus'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@kylekhunter:
    Kubernetes Monitoring with Prometheus in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@kylelzk/kubernetes-theory-understanding-kubernetes-components-a-deep-dive-ac31b7463df2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033384.451316
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@kylelzk: Kubernetes Theory - Understanding Kubernetes Components:''
    A Deep Dive'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@kylelzk:
    Kubernetes Theory - Understanding Kubernetes Components:'' A Deep Dive in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ladoui.bilal/10-git-commands-should-every-devops-should-know-6ae07f5e1989:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030335.205309
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@ladoui.bilal: 10 Git commands every DevOps should know== \U0001F31F"
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@ladoui.bilal:
    10 Git commands every DevOps should know== \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@lambdaEranga/monitor-kubernets-services-endpoints-with-prometheus-blackbox-exporter-a64e062c05d5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032902.041171
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@lambdaEranga: Monitor Kubernets Services/Endpoints with Prometheus'
    Blackbox Exporter \U0001F31F"
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@lambdaEranga:
    Monitor Kubernets Services/Endpoints with Prometheus' Blackbox Exporter \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@leocherian/simple-cdk-app-to-create-eks-cluster-06f651a12ccd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034424.546344
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@leocherian: Simple CDK app to create EKS Cluster'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@leocherian:
    Simple CDK app to create EKS Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@lessandro.ugulino/securing-the-kubernetes-cluster-c5ab43fe0dd0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031328.916588
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Securing the Kubernetes cluster | Lessandro Z. Ugulino'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Securing the Kubernetes cluster | Lessandro Z. Ugulino in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@lfoster49203/kubernetes-on-azure-setting-up-a-cluster-on-microsoft-azure-with-azure-aks-d6bee3eaa65:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032539.912231
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@lfoster49203: Kubernetes on Azure: Setting up a cluster on Microsoft''
    Azure (with Azure AKS)'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@lfoster49203:
    Kubernetes on Azure: Setting up a cluster on Microsoft'' Azure (with Azure AKS)
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@litombeg/kubernetes-high-level-architecture-8a39456c2023:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030726.957195
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@litombeg: Kubernetes High-Level Architecture'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@litombeg:
    Kubernetes High-Level Architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@lucapompei91/kubernetes-observability-17a7875a38f6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030528.894036
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@lucapompei91: Kubernetes observability'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@lucapompei91:
    Kubernetes observability in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@lupass93/zero-trust-architecture-on-kubernetes-with-istio-service-mesh-eade6c5a3c53:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031445.851556
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@lupass93: Zero Trust Architecture on Kubernetes with Istio Service''
    Mesh'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@lupass93:
    Zero Trust Architecture on Kubernetes with Istio Service'' Mesh in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@m.json/the-kubernetes-cloud-controller-manager-d440af0d2be5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030119.138915
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: The Kubernetes Cloud Controller Manager'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    The Kubernetes Cloud Controller Manager in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@madhankannan7/kubernetes-in-production-key-considerations-b2ead677fd78:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031349.200381
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@madhankannan7: Kubernetes in Production: Key Considerations'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@madhankannan7:
    Kubernetes in Production: Key Considerations in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@maggarwa/part-1-why-red-hat-openshift-service-mesh-54b8b6ae1a8f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030403.673567
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Part 1 — Why Red Hat Openshift Service Mesh? \U0001F31F"
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Part 1 — Why Red Hat Openshift Service Mesh? \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@magstherdev/opentelemetry-on-kubernetes-c167f024b35f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031442.142284
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@magstherdev: OpenTelemetry on Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@magstherdev:
    OpenTelemetry on Kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@magstherdev/opentelemetry-operator-d3d407354cbf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032622.458912
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@magstherdev: OpenTelemetry Operator'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  - docs/monitoring.md
  v2_locations:
  - kubernetes-operators-controllers.md
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@magstherdev:
    OpenTelemetry Operator in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@maneesha649nirman/design-patterns-for-microservices-30bed0d215f5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031377.617343
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@maneesha649nirman: Design Patterns For Microservices'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@maneesha649nirman:
    Design Patterns For Microservices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@maninder.bindra/using-nginx-ingress-controller-to-restrict-access-by-ip-ip-whitelisting-for-a-service-deployed-to-bd5c86dc66d6
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033772.782319
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Using nginx-ingress controller to restrict access by IP (ip whitelisting)''
    for a service deployed to a Kubernetes (AKS) cluster'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Using nginx-ingress controller to restrict access by IP (ip whitelisting)'' for
    a service deployed to a Kubernetes (AKS) cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@marc.guerrini/diy-istio-validate-jwt-1ffbd488b1f3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034372.698739
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@marc.guerrini: DIY — Istio — validate JWT'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@marc.guerrini:
    DIY — Istio — validate JWT in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@marc.khouzam/shell-completion-for-plugins-with-helm-3-8-7cb001012a54:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030230.379164
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@marc.khouzam: Shell completion for plugins with Helm 3.8'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@marc.khouzam:
    Shell completion for plugins with Helm 3.8 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@marco.franssen/gitops-using-helmsman-to-apply-helm-charts-to-k8s-1a7217ced411:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033309.107364
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Gitops using Helmsman to apply Helm Charts to k8s'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Gitops using Helmsman to apply Helm Charts to k8s in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@marco.franssen/install-hashicorp-vault-on-kubernetes-using-helm-part-2-d612cf6c0c91:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031896.219976
  stars: 0
  title: '==medium: Install Hashicorp Vault on Kubernetes using Helm — Part 2== |''
    Marco Franssen'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://medium.com/@marinradjenovic/why-do-you-still-need-to-think-of-scalability-when-architecting-serverless-apps-a2e1f14e3eca:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029899.073319
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@marinradjenovic: Why do you still need to think of scalability''
    when architecting Serverless apps?'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@marinradjenovic:
    Why do you still need to think of scalability'' when architecting Serverless apps?
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mariusz_kujawski/terraform-for-a-data-engineer-553f7538fec8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032287.584444
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@mariusz_kujawski: Terraform for a Data Engineer'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mariusz_kujawski:
    Terraform for a Data Engineer in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mark.andreev/how-to-configure-kubernetes-memory-limits-for-java-application-ec0cc5a68c24:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029356.188684
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@mark.andreev: How to configure Kubernetes memory limits for''
    Java application'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mark.andreev:
    How to configure Kubernetes memory limits for'' Java application in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@markcallen_devops/setup-kubernetes-admin-on-linux-with-brew-da143cef1c90:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032751.444563
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@markcallen_devops: Setup Kubernetes Admin on Linux with Brew'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@markcallen_devops:
    Setup Kubernetes Admin on Linux with Brew in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@marko.luksa/delaying-application-start-until-sidecar-is-ready-2ec2d21a7b74:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031416.253116
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Delaying application start until sidecar is ready'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Delaying application start until sidecar is ready in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@marom.itamar/kubernetes-controllers-custom-resources-and-operators-explained-8e92f46829f6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030196.218631
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@marom.itamar: Kubernetes Controllers, Custom Resources, and''
    Operators Explained'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@marom.itamar:
    Kubernetes Controllers, Custom Resources, and'' Operators Explained in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@martin.hodges/adding-observability-to-a-kubernetes-cluster-using-prometheus-c2cba6c0fdaa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033157.868372
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@martin.hodges: Adding observability to a Kubernetes cluster''
    using Prometheus'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges:
    Adding observability to a Kubernetes cluster'' using Prometheus in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@martin.hodges/enabling-tls-on-your-vault-cluster-on-kubernetes-0d20439b13d0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031541.288398
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@martin.hodges: Enabling TLS on your Vault cluster on Kubernetes'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges:
    Enabling TLS on your Vault cluster on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@martin.hodges/how-to-install-keycloak-iam-on-your-kubernetes-cluster-backed-by-postgres-1228eae4faeb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031896.232083
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@martin.hodges: How to install Keycloak IAM on your Kubernetes''
    cluster, backed by Postgres'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges:
    How to install Keycloak IAM on your Kubernetes'' cluster, backed by Postgres in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@martin.hodges/introduction-to-vault-to-provide-secret-management-in-your-kubernetes-cluster-658b58372569:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032869.050703
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@martin.hodges: Introduction to Vault to provide secret management''
    in your Kubernetes cluster'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges:
    Introduction to Vault to provide secret management'' in your Kubernetes cluster
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@martin.hodges/use-terraform-ansible-and-github-actions-to-automate-running-your-spring-boot-application-on-e82424da828e
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031844.316104
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@martin.hodges: Spring Boot CI/CD on Kubernetes using Terraform,''
    Ansible and GitHub: Part 12'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges:
    Spring Boot CI/CD on Kubernetes using Terraform,'' Ansible and GitHub: Part 12
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@martin.hodges/using-a-wildcard-certificate-within-your-kubernetes-cluster-87c014e8dafe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032642.420397
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@martin.hodges: Using a wildcard certificate within your Kubernetes''
    cluster'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges:
    Using a wildcard certificate within your Kubernetes'' cluster in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@martin.hodges/why-do-i-need-an-api-gateway-on-a-kubernetes-cluster-c70f15da836c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032966.263089
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@martin.hodges: Why do I need an API Gateway on a Kubernetes''
    cluster'
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@martin.hodges:
    Why do I need an API Gateway on a Kubernetes'' cluster in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@martin.schneppenheim/utilizing-and-monitoring-kubernetes-cluster-resources-more-effectively-using-this-tool-df4c68ec2053
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032368.388018
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Utilizing and monitoring kubernetes cluster resources more effectively'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Utilizing and monitoring kubernetes cluster resources more effectively in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mathieuces/how-to-calculate-cpu-for-containers-in-k8s-dynamically-47a89e3886eb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034232.485011
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@mathieuces: How to calculate CPU for containers in k8s dynamically'
    ?== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@mathieuces:
    How to calculate CPU for containers in k8s dynamically' ?== \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mbarkin.narin/problem-solving-strategies-for-microservice-architecture-part-iii-c15830151890:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030119.171872
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@mbarkin.narin: Problem Solving Strategies for Microservice Architecture''
    Part III'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mbarkin.narin:
    Problem Solving Strategies for Microservice Architecture'' Part III in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@mehmetodabashi/authentication-and-authorization-in-kubernetes-client-certificates-and-role-based-access-control-d4e98a3c1098
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033619.15322
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@mehmetodabashi: Authentication and Authorization in Kubernetes:''
    Client Certificates and Role Based Access Control (RBAC)'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mehmetodabashi:
    Authentication and Authorization in Kubernetes:'' Client Certificates and Role
    Based Access Control (RBAC) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@mehmetodabashi/kubernetes-networking-and-service-object-understanding-clusterip-and-nodeport-with-hands-on-study-90cfeaf66e8c
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031999.82984
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@mehmetodabashi: Kubernetes networking and service object: Understanding''
    ClusterIp and nodePort with hands on study'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mehmetodabashi:
    Kubernetes networking and service object: Understanding'' ClusterIp and nodePort
    with hands on study in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@meng.yan/what-happens-when-deleting-a-pod-d1219c7e1b53:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034265.00945
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@meng.yan: What Happens When Deleting a Pod'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@meng.yan:
    What Happens When Deleting a Pod in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mertmengu/aws-sam-cli-advanced-serverless-deployments-07432fee87ab:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031981.13288
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: AWS SAM CLI Advanced Serverless Deployments
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering AWS SAM
    CLI Advanced Serverless Deployments in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mfsilv/kubernetes-a-gentle-introduction-9d23de7f00e0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032157.07266
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes for dummies: introduction. Part 1'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes for dummies: introduction. Part 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mfsilv/kubernetes-for-dummies-the-cluster-7cf6a7b5532:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033486.697646
  stars: 0
  title: 'medium: Kubernetes for dummies: the cluster. Part 2'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://medium.com/@michaeljguarino/how-we-created-an-in-browser-kubernetes-experience-58c065cda803:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033917.104319
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@michaeljguarino: How we Created an in-Browser Kubernetes Experience'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@michaeljguarino:
    How we Created an in-Browser Kubernetes Experience in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@michaelkm03/api-testing-with-postman-build-a-dynamic-test-suite-e874f4d78e69:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029369.329864
  stars: 0
  title: 'medium: API Testing with Postman — Build a Dynamic Test Suite'
  v1_locations:
  - docs/postman.md
  year: N/A
https://medium.com/@michaelkm03/rest-api-test-automation-with-postman-jenkins-1-of-3-860edf3c2a45:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032462.022954
  stars: 0
  title: 'medium: API Testing with Postman'
  v1_locations:
  - docs/postman.md
  year: N/A
https://medium.com/@micheldirk/on-amazon-eks-and-karpenter-2b84e75e254e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033757.299393
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@micheldirk: On Amazon EKS and Karpenter'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@micheldirk:
    On Amazon EKS and Karpenter in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mikakrief/using-azure-service-operator-v2-4a1fa1f5e3b8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032254.673857
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@mikakrief: Using Azure Service Operator v2'
  v1_locations:
  - docs/azure.md
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - azure.md
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mikakrief:
    Using Azure Service Operator v2 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mike_tyson_cloud/aws-landing-zone-mastering-the-architecture-best-practices-and-design-secrets-a37746f72962:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030846.497745
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@mike_tyson_cloud: AWS Landing Zone: Mastering the Architecture''
    — Best Practices and Design Secrets'
  v1_locations:
  - docs/aws-miscellaneous.md
  v2_locations:
  - aws-miscellaneous.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mike_tyson_cloud:
    AWS Landing Zone: Mastering the Architecture'' — Best Practices and Design Secrets
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mike_tyson_cloud/it-automation-10-alternatives-to-terraform-286107def5ad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030433.684105
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@mike_tyson_cloud: IT Automation: 10 Alternatives To Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mike_tyson_cloud:
    IT Automation: 10 Alternatives To Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mjkool/kubernetes-operator-simplified-96b8c8f7e627:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030028.680706
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@mjkool: Kubernetes Operator — Simplified!'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mjkool:
    Kubernetes Operator — Simplified! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@mkremer_75412/why-postgres-rds-didnt-work-for-us-and-why-it-won-t-work-for-you-if-you-re-implementing-a-big-6c4fff5a8644
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031539.734656
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@mkremer_75412: Why Postgres RDS didn’t work for us (and why''
    it won’t work for you if you’re implementing a big data solution)'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mkremer_75412:
    Why Postgres RDS didn’t work for us (and why'' it won’t work for you if you’re
    implementing a big data solution) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@moep_moep/test-driven-development-with-ansible-using-molecule-3386cef987ac:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031099.07979
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Test driven Development with Ansible using Molecule'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Test driven Development with Ansible using Molecule in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mohaamer5/kubernetes-pod-priority-and-preemption-943c58aee07d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033479.070737
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: kubernetes Pod Priority and Preemption'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    kubernetes Pod Priority and Preemption in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@moshe.beladev.mb/better-debugging-environment-for-your-micro-services-9420a71b8a37:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030522.170144
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Better Debugging Environment for your Micro-Services'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Better Debugging Environment for your Micro-Services in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@muhidabid.cs/why-does-kubernetes-need-ingress-73d969fb6ffe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033569.95399
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@muhidabid.cs: Why does Kubernetes need Ingress?'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@muhidabid.cs:
    Why does Kubernetes need Ingress? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@muppedaanvesh/a-hand-on-guide-to-vault-in-kubernetes-%EF%B8%8F-1daf73f331bd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032877.756724
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@muppedaanvesh: A Hands-On Guide to Vault in Kubernetes'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@muppedaanvesh:
    A Hands-On Guide to Vault in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@muppedaanvesh/a-hands-on-guide-to-kubernetes-monitoring-using-prometheus-grafana-%EF%B8%8F-b0e00b1ae039:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032360.926772
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@muppedaanvesh: A Hands-On Guide to Kubernetes Monitoring Using''
    Prometheus & Grafana'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@muppedaanvesh:
    A Hands-On Guide to Kubernetes Monitoring Using'' Prometheus & Grafana in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@muppedaanvesh/azure-devops-self-hosted-agents-on-kubernetes-part-1-aa91e7912f79:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029502.36134
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@muppedaanvesh: Azure DevOps — Self Hosted Agents on Kubernetes''
    — PART-1'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@muppedaanvesh:
    Azure DevOps — Self Hosted Agents on Kubernetes'' — PART-1 in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@mustafaaltunok/how-ingress-service-deployment-and-pod-link-to-eachother-d3a6ae2c0e06:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029805.136
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@mustafaaltunok: How Ingress, Service, Deployment and Pod Link''
    to each other'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@mustafaaltunok:
    How Ingress, Service, Deployment and Pod Link'' to each other in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@nadinCodeHat/http-based-microservices-is-a-bad-idea-670d3db29ca6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032368.379902
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@nadinCodeHat: HTTP based Microservices is a bad idea \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@nadinCodeHat:
    HTTP based Microservices is a bad idea \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@nanditasahu031/devsecops-implementing-secure-ci-cd-pipelines-9653726b4916:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033713.533902
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@nanditasahu031: DevSecOps — Implementing Secure CI/CD Pipelines'
    \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@nanditasahu031:
    DevSecOps — Implementing Secure CI/CD Pipelines' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@nanditasahu031/how-to-integrate-hashicorp-vault-with-jenkins-to-secure-your-secrets-f13bb36e28e9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031649.432503
  stars: 0
  title: 'medium.com/@nanditasahu031: How to Integrate HashiCorp Vault with Jenkins''
    to secure your Secrets'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://medium.com/@nanditasahu031/how-to-start-with-kustomize-its-features-dd541c3d2fa8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029899.053317
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@nanditasahu031: How to Start with Kustomize — it’s Features'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@nanditasahu031:
    How to Start with Kustomize — it’s Features in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@nanditasahu031/how-to-start-with-terragrunt-5cd1a842088a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031226.32207
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@nanditasahu031: How to Start with Terragrunt \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@nanditasahu031:
    How to Start with Terragrunt \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@nanditasahu031/istio-service-mesh-a11654f90ed9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031142.592492
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@nanditasahu031: Istio Service Mesh \U0001F31F"
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@nanditasahu031:
    Istio Service Mesh \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@nanditasahu031/terraform-with-gcp-cloud-d25d60a6e740:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031987.519978
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@nanditasahu031: Terraform with GCP Cloud'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@nanditasahu031:
    Terraform with GCP Cloud in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@nanditasahu031/terraformer-generate-terraform-files-from-existing-infrastructure-5d709fedd2b9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032239.300954
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@nanditasahu031: Terraformer — Generate Terraform Files from''
    Existing Infrastructure'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@nanditasahu031:
    Terraformer — Generate Terraform Files from'' Existing Infrastructure in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@nblaye/exporting-kafka-jmx-metrics-to-grafana-1b9d32fe900a:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032731.773289
  v1_locations:
  - docs/monitoring.md
https://medium.com/@neonforge/why-you-shouldnt-use-aws-managed-kms-keys-83d9eb9d5090:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034326.322793
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@neonforge: Why You Shouldn’t Use AWS managed KMS Keys'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@neonforge:
    Why You Shouldn’t Use AWS managed KMS Keys in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@nidhibansal26/iac-and-openshift-virtualization-handshake-c0a4ada79af5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029067.850496
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: IaC and OpenShift Virtualization handshake (using Terraform for VMs on OCP)
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering IaC and
    OpenShift Virtualization handshake (using Terraform for VMs on OCP) in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@nikhil.purva/securing-kubernetes-secrets-with-hashicorp-vault-a9555728e095:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029487.026816
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@nikhil.purva: Securing Kubernetes Secrets with HashiCorp Vault'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@nikhil.purva:
    Securing Kubernetes Secrets with HashiCorp Vault in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@niklas.uhrberg/auto-scaling-in-kubernetes-using-kafka-and-application-metrics-part-1-a509256b64ff:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029732.069585
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@niklas.uhrberg: Auto scaling in Kubernetes using Kafka and application''
    metrics — part 1'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@niklas.uhrberg:
    Auto scaling in Kubernetes using Kafka and application'' metrics — part 1 in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@noelgass/azure-common-monitoring-with-terraform-543aee6dd1f1:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An operations guide detailing how to establish global cloud auditing
    with Terraform. Walks through setting up central Log Analytics workspaces, binding
    Azure Diagnostic settings across subscriptions, and standardizing log streams
    to unified platforms.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Azure
  - Monitoring
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'medium.com/@noelgass: Azure Common Monitoring With Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://medium.com/@nomulex/how-to-create-an-ssh-tunnel-to-a-remote-database-in-kubernetes-8e702e927328:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032388.300992
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@nomulex: How to create an ssh tunnel to a remote database in'
    Kubernetes \U0001F31F"
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@nomulex:
    How to create an ssh tunnel to a remote database in' Kubernetes \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-1-fca5f6b3639b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031438.016198
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@norlin.t: Build a managed Kubernetes cluster from scratch —''
    part 1'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@norlin.t:
    Build a managed Kubernetes cluster from scratch —'' part 1 in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-2-e8ca6c2cc45c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030384.508601
  stars: 0
  title: 'medium.com/@norlin.t: Build a managed Kubernetes cluster from scratch —''
    part 2'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-3-10dec988757:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034104.964906
  stars: 0
  title: 'medium.com/@norlin.t: Build a managed Kubernetes cluster from scratch —''
    part 3'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-4-3856f0756a03:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029374.19733
  stars: 0
  title: 'medium.com/@norlin.t: Build a managed Kubernetes cluster from scratch —''
    part 4'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-5-a4c22f0c0245:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034347.669808
  stars: 0
  title: 'medium.com/@norlin.t: Build a managed Kubernetes cluster from scratch —''
    part 5'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://medium.com/@norlin.t/kubernetes-the-hard-illumos-way-c4b45a080bac:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033187.035086
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@norlin.t: Kubernetes the hard (illumos) way'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@norlin.t:
    Kubernetes the hard (illumos) way in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@norlin.t/kubernetes-the-hard-illumos-way-last-part-c68ca71bc2ce:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034131.339149
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@norlin.t: Kubernetes the hard (illumos) way, last part'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@norlin.t:
    Kubernetes the hard (illumos) way, last part in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@nsfabrice2009/how-to-install-argocd-on-k8s-cluster-ad9084c71f16:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031849.919748
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@nsfabrice2009: How to install ArgoCD on k8s cluster'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@nsfabrice2009:
    How to install ArgoCD on k8s cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@oamdev2020/glue-terraform-ecosystem-into-kubernetes-world-3e5d6feb461e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033579.275747
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@oamdev2020: Glue Terraform Ecosystem into Kubernetes World \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@oamdev2020:
    Glue Terraform Ecosystem into Kubernetes World \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@okandavut/what-is-gitflow-c0be7a659992:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032017.117705
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: What is GitFlow?'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    What is GitFlow? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@olivier.gaumond/why-am-i-able-to-bind-a-privileged-port-in-my-container-without-the-net-bind-service-capability-60972a4d5496
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029513.462402
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@olivier.gaumond: Why am I able to bind a privileged port in''
    my container without the NET_BIND_SERVICE capability?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@olivier.gaumond:
    Why am I able to bind a privileged port in'' my container without the NET_BIND_SERVICE
    capability? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@onai.rotich/4-tools-that-make-it-easy-to-manage-your-kubernetes-cluster-be252847cd85:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032100.163651
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@onai.rotich: 4 Tools that Make it Easy to manage your Kubernetes''
    Cluster'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@onai.rotich:
    4 Tools that Make it Easy to manage your Kubernetes'' Cluster in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@onai.rotich/understand-container-metrics-and-why-they-matter-9e88434ca62a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031676.546383
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@onai.rotich: Understand container metrics and why they matter'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@onai.rotich:
    Understand container metrics and why they matter in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@orangecola3/understanding-podsecurity-in-kubernetes-e58a65102056:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032134.575536
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Understanding PodSecurity in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Understanding PodSecurity in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@orellanaluke/terraform-and-the-art-of-small-my-guide-to-navigating-smarter-safer-state-management-cd156533ccf7
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033309.100274
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@orellanaluke: Terraform and the Art of Small: My Guide to Navigating''
    Smarter, Safer State Management'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@orellanaluke:
    Terraform and the Art of Small: My Guide to Navigating'' Smarter, Safer State
    Management in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ospalaemon/introducing-palaemon-the-savior-of-kubernetes-pods-85576c33287c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031438.018866
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ospalaemon: Introducing Palaemon, the Savior of Kubernetes Pods!'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ospalaemon:
    Introducing Palaemon, the Savior of Kubernetes Pods! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ostridelabs/k8s-vs-k3s-the-comprehensive-difference-f7667d141c0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029634.053842
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@ostridelabs: k8s vs k3s: The Comprehensive Difference=='
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@ostridelabs:
    k8s vs k3s: The Comprehensive Difference== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@outlier.developer/getting-started-with-argocd-for-gitops-kubernetes-deployments-fafc2ad2af0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031398.872122
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@outlier.developer: Getting Started with ArgoCD for GitOps Kubernetes''
    Deployments'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@outlier.developer:
    Getting Started with ArgoCD for GitOps Kubernetes'' Deployments in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@paolo.gallina/releasing-helm-charts-maintaining-your-mental-health-b382685390c8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031559.170504
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@paolo.gallina: How-to release Helm Charts maintaining your mental'
    health \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@paolo.gallina:
    How-to release Helm Charts maintaining your mental' health \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@paolo.gazzola/deploy-a-rabbitmq-cluster-in-an-on-premise-kubernetes-multi-node-cluster-enviroment-5dd71d84dafc
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033583.482056
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@paolo.gazzola: How to deploy a high available and fault tolerant''
    RabbitMQ service in an on-premise Kubernetes multi-node cluster environment'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@paolo.gazzola:
    How to deploy a high available and fault tolerant'' RabbitMQ service in an on-premise
    Kubernetes multi-node cluster environment in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pauldotyu/app-to-aks-with-draft-and-acorn-2d25f19649b7:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Focuses on simplifying development workflows on AKS using Draft and
    Acorn. Streamlines container generation and cluster deployments. Live grounding
    note: Acorn changed operations in early 2024, emphasizing legacy community-tool
    status.'
  language: Bash
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Delivery & CI/CD
  - Application Packaging
  - Draft & Acorn
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'medium.com/@pauldotyu: Effortlessly Deploy to AKS with Open Source Tools
    Draft and Acorn'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://medium.com/@pauldotyu/service-mesh-considerations-117561f30295:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030534.138498
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@pauldotyu: Service Mesh Considerations'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@pauldotyu:
    Service Mesh Considerations in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pavanbelagatti/kubernetes-service-types-explained-2709cde3bc0c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033947.441837
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@pavanbelagatti: Kubernetes Service Types Explained== \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@pavanbelagatti:
    Kubernetes Service Types Explained== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pbijjala/considerations-for-hardening-your-gke-a-workload-perceptive-943be26949d2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031410.217121
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@pbijjala: Considerations for Hardening your GKE, a workload''
    perceptive'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@pbijjala:
    Considerations for Hardening your GKE, a workload'' perceptive in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pbijjala/container-security-an-eco-system-183dbffdf2d8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033844.627251
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@pbijjala: Container security, an eco system view=='
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@pbijjala:
    Container security, an eco system view== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pbijjala/recap-elasticity-in-kubernetes-gke-543d8523d3c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033715.602813
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@pbijjala: reCap: Elasticity in Kubernetes/GKE== \U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@pbijjala:
    reCap: Elasticity in Kubernetes/GKE== \U0001F31F\U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pbijjala/recap-kube-vrs-cloud-dns-in-gke-b8d1d407e00d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031807.83641
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@pbijjala: reCap: Kube vrs Cloud DNS in GKE'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@pbijjala:
    reCap: Kube vrs Cloud DNS in GKE in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@peiruwang/build-ci-cd-multibranch-pipeline-with-jenkins-and-kubernetes-637de560d55a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029120.71703
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Build CI/CD Multibranch Pipeline with Jenkins and Kubernetes \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Build
    CI/CD Multibranch Pipeline with Jenkins and Kubernetes \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@peiruwang/serverless-build-a-serverless-simple-flask-application-with-kubeless-on-top-of-kubernetes-95c6682c3750
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031944.850107
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Serverless - Build a Serverless Simple Flask Application with''
    Kubeless on top of Kubernetes'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Serverless - Build a Serverless Simple Flask Application with'' Kubeless on top
    of Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@percenuage/my-adventure-with-helm-as-gitops-in-a-distributed-architecture-6a6fdc6f11bd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030802.959124
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@percenuage: My adventure with Helm as GitOps in a distributed''
    architecture=='
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@percenuage:
    My adventure with Helm as GitOps in a distributed'' architecture== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@perspectivementor/6-essential-skills-for-landing-a-devops-job-in-2024-88f6c19341d7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034045.342358
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@perspectivementor: 6 Essential Skills for Landing a DevOps Job''
    in 2024'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@perspectivementor:
    6 Essential Skills for Landing a DevOps Job'' in 2024 in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pflooky/intro-to-kubernetes-mutating-webhooks-even-if-you-dont-know-kubernetes-172c30232488:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034506.915448
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@pflooky: Intro to Kubernetes Mutating Webhooks (get more out''
    of Kubernetes)'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@pflooky:
    Intro to Kubernetes Mutating Webhooks (get more out'' of Kubernetes) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pittar/running-oracle-12c-on-openshift-container-platform-ca471a9f7057:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034391.811562
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Running Oracle 12c on OpenShift Container Platform'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Running Oracle 12c on OpenShift Container Platform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@piyush.sachdeva055/deploy-aks-cluster-in-azure-with-terraform-2028f6c71ada:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034568.803401
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@piyush.sachdeva055: Deploy AKS Cluster in Azure With Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@piyush.sachdeva055:
    Deploy AKS Cluster in Azure With Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@piyush_74867/apache-airflow-on-kubernetes-at-scale-a-peak-under-the-hood-1eebb9b4769b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030348.021398
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@piyush_74867: Apache Airflow on Kubernetes at scale — a peak''
    under the hood'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@piyush_74867:
    Apache Airflow on Kubernetes at scale — a peak'' under the hood in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pleasingsmoke/graceful-shutdown-of-pods-in-kubernetes-6da5588b5356:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034581.731126
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Notes on Graceful Shutdown in Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Notes on Graceful Shutdown in Kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@polatatc/terraform-the-most-demanded-devops-skill-88c461641e7b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030736.406247
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@polatatc: Terraform; the most demanded DevOps skill!'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@polatatc:
    Terraform; the most demanded DevOps skill! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@portainerio/kubernetes-the-ultimate-enabler-of-automation-27d5a3502807:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031645.252226
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@portainerio: Kubernetes, the ultimate enabler of automation'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@portainerio:
    Kubernetes, the ultimate enabler of automation in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@poseidon.os/poseidon-a-kubernetes-cluster-visualization-cost-analysis-tool-d0fb55c2858c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030685.018275
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@poseidon.os: Poseidon: A Kubernetes Cluster Visualization &''
    Cost Analysis Tool'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@poseidon.os:
    Poseidon: A Kubernetes Cluster Visualization &'' Cost Analysis Tool in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@prasadanilmore/the-magic-of-visualizing-your-cloud-infrastructure-real-time-terraform-visualization-c85ac0ca4933
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029826.288246
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@prasadanilmore: The Magic of Visualizing Your Cloud Infrastructure:''
    Real-time Terraform Visualization'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@prasadanilmore:
    The Magic of Visualizing Your Cloud Infrastructure:'' Real-time Terraform Visualization
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pratyush.mathur/kubernetes-architecture-82e9bc8324f1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032103.687278
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Pratyush Mathur - Kubernetes Architecture'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Pratyush Mathur - Kubernetes Architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pratyush.mathur/kubernetes-resources-c09d172dbdc5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032087.580837
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Kubernetes Resources \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Kubernetes Resources \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pratyush.mathur/logging-with-efk-1c2e131496d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030000.200589
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Logging with EFK - Pratyush Mathur'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Logging with EFK - Pratyush Mathur in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pratyush.mathur/secrets-management-using-vault-in-k8s-272462c37fd8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033258.66249
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@pratyush.mathur: Secrets Management Using Vault in K8S=='
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@pratyush.mathur:
    Secrets Management Using Vault in K8S== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@pratzy99/adoption-of-finops-for-kubernetes-cost-optimization-6263bc7b3f57:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029990.911486
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@pratzy99: Adoption of FinOps for Kubernetes Cost Optimization'
    \U0001F31F"
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@pratzy99:
    Adoption of FinOps for Kubernetes Cost Optimization' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@r_chan/kubernetes-pods-termination-lifecycle-fd2926c4611a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030442.973306
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@r_chan: Kubernetes Pods Termination Lifecycle'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@r_chan:
    Kubernetes Pods Termination Lifecycle in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@radha.sable25/enabling-iam-users-roles-access-on-amazon-eks-cluster-f69b485c674f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033309.11067
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@radha.sable25: Enabling IAM users/roles Access on Amazon EKS''
    cluster'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@radha.sable25:
    Enabling IAM users/roles Access on Amazon EKS'' cluster in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rafavinnce/gitflow-branch-guide-8a523360c053:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030982.643789
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Gitflow — Branch Guide'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Gitflow — Branch Guide in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@raghavendraguttur/podman-containers-beginners-guide-830b931e66f4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031401.291313
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@raghavendraguttur: Podman Containers — Beginner’s Guide'
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@raghavendraguttur:
    Podman Containers — Beginner’s Guide in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rahul.fiem/opentelemetry-otel-vs-application-performance-monitoring-apm-86ae829877cf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033129.710721
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: OpenTelemetry (OTel) vs Application Performance Monitoring (APM)
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering OpenTelemetry
    (OTel) vs Application Performance Monitoring (APM) in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@randhirthakur076/optimizing-kubernetes-cost-management-a-deep-dive-into-kubecost-5b07c9926c87:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032195.549985
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@randhirthakur076: Optimizing Kubernetes Cost Management: A Deep''
    Dive into Kubecost'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@randhirthakur076:
    Optimizing Kubernetes Cost Management: A Deep'' Dive into Kubecost in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ranjana-jha/infrastructure-as-a-code-best-practices-terraform-d7ae4291d621:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033240.21949
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ranjana-jha: Infrastructure as a code best practices : Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ranjana-jha:
    Infrastructure as a code best practices : Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@rasikzilte711/kubernetes-networking-a-guide-to-services-ingress-network-policies-dns-and-cni-plugins-fc1ad7d22ab4
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031541.291061
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@rasikzilte711: Kubernetes Networking — A Guide to Services,''
    Ingress, Network Policies, DNS, and CNI Plugins'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@rasikzilte711:
    Kubernetes Networking — A Guide to Services,'' Ingress, Network Policies, DNS,
    and CNI Plugins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ravindursr/automated-manifest-file-validation-using-open-policy-agent-and-github-actions-697fa9fd74f0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031902.45284
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Automated Manifest File Validation Using Open Policy Agent and GitHub''
    Actions | Ravindu Sandeepa Rathugama'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Automated Manifest File Validation Using Open Policy Agent and GitHub'' Actions
    | Ravindu Sandeepa Rathugama in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@raymon_dut/whats-the-relationship-between-pod-deployment-replicaset-and-service-in-kubernetes-57bf3be22abb:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029168.879238
  v1_locations:
  - docs/kubernetes.md
? "https://medium.com/@raymon_dut/whats-the-relationship-between-pod-deployment-replicaset-and-service-in-kubernetes-57bf3be22abb
  \U0001F31F"
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029251.68329
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@raymon_dut: What’s the relationShip between Pod, Deployment,'
    ReplicaSet, and Service in Kubernetes? \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@raymon_dut:
    What’s the relationShip between Pod, Deployment,' ReplicaSet, and Service in Kubernetes?
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@reefland/access-pvc-data-without-the-pod-troubleshooting-kubernetes-b28bfdd7502:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032251.796307
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@reefland: Access PVC Data without the POD; troubleshooting Kubernetes.'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@reefland:
    Access PVC Data without the POD; troubleshooting Kubernetes. in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@reefland/tracking-down-invisible-oom-kills-in-kubernetes-192a3de33a60:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033671.551553
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@reefland: Tracking Down “Invisible” OOM Kills in Kubernetes'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@reefland:
    Tracking Down “Invisible” OOM Kills in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rghetia/distributed-tracing-and-monitoring-using-opencensus-fe5f6e9479fb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034291.684991
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Medium: Distributed Tracing and Monitoring using OpenCensus'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Medium:
    Distributed Tracing and Monitoring using OpenCensus in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rifkikarimr/continuous-integration-and-continuous-deployment-best-practices-for-devops-b99eac071a5c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034450.0732
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@rifkikarimr: Continuous Integration and Continuous Deployment:'
    Best Practices for DevOps \U0001F31F"
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@rifkikarimr:
    Continuous Integration and Continuous Deployment:' Best Practices for DevOps \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rishabh1799/building-pipeline-and-launching-jenkins-in-container-d4faf39de173:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030084.621115
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Building Pipeline and Launching Jenkins in Container
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Building
    Pipeline and Launching Jenkins in Container in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rizkiprass/beginner-terraform-tutorial-launching-ec2-in-aws-using-terraform-73f6d99e6233:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031163.870669
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@rizkiprass: Beginner Terraform Tutorial: Launching EC2 in AWS''
    using Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@rizkiprass:
    Beginner Terraform Tutorial: Launching EC2 in AWS'' using Terraform in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rosaniline/setup-chained-jenkins-declarative-pipeline-projects-with-triggers-d3d04f1daf75:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033925.027182
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Setup Chained Jenkins Declarative Pipeline Projects with Triggers \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Setup
    Chained Jenkins Declarative Pipeline Projects with Triggers \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rphilogene/platform-engineering-7-internal-developer-platform-vs-internal-developer-portal-05c33658891b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029482.637942
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@rphilogene: Platform Engineering #7: Internal Developer Platform''
    vs. Internal Developer Portal'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@rphilogene:
    Platform Engineering #7: Internal Developer Platform'' vs. Internal Developer
    Portal in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rphilogene/top-10-platform-engineering-tools-you-should-consider-in-2024-892e6e211b85:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033770.331095
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@rphilogene: Top 10 Platform Engineering Tools You Should Consider''
    in 2024=='
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@rphilogene:
    Top 10 Platform Engineering Tools You Should Consider'' in 2024== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rphilogene/turning-kubernetes-into-a-developer-friendly-product-930d7290a448:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030965.907263
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@rphilogene: Turning Kubernetes into a Developer-Friendly Product'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@rphilogene:
    Turning Kubernetes into a Developer-Friendly Product in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rphilogene/whats-an-internal-developer-platform-8f52fb367552:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034533.309254
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@rphilogene: What’s an Internal Developer Platform?'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@rphilogene:
    What’s an Internal Developer Platform? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rramiz.rraza/kafka-metrics-integration-with-prometheus-and-grafana-14fe318fbb8b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030720.582511
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@rramiz.rraza: Kafka metrics monitoring with Prometheus and Grafana'
    \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@rramiz.rraza:
    Kafka metrics monitoring with Prometheus and Grafana' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rsk.saikrishna/when-to-use-mongodb-rather-than-mysql-d03ceff2e922:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033486.674033
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: When to Use MongoDB Rather than MySQL'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    When to Use MongoDB Rather than MySQL in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@rtaplamaci/horizontal-scaling-on-kubernetes-clusters-based-on-aws-cloudwatch-metrics-with-keda-7c9e0e3ba5f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031543.508616
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@rtaplamaci: Horizontal Scaling on Kubernetes Clusters Based''
    on AWS CloudWatch Metrics with KEDA'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@rtaplamaci:
    Horizontal Scaling on Kubernetes Clusters Based'' on AWS CloudWatch Metrics with
    KEDA in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ruxijitianu/database-version-control-liquibase-versus-flyway-9872d43ee5a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031693.82686
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Database version control — Liquibase versus Flyway'
  v1_locations:
  - docs/liquibase.md
  v2_locations:
  - liquibase.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Database version control — Liquibase versus Flyway in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ryan.dardis/kubeclarity-cloud-native-security-scanning-for-your-kubernetes-cluster-and-more-7c3ee6a16556:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030086.639237
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@ryan.dardis: KubeClarity — Cloud-Native Security Scanning for''
    your Kubernetes Cluster and more'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@ryan.dardis:
    KubeClarity — Cloud-Native Security Scanning for'' your Kubernetes Cluster and
    more in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sachem2015/kubermetrics-cluster-visualization-made-simple-d24928f63451:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031801.72954
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubermetrics — Cluster Visualization Made Simple'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubermetrics — Cluster Visualization Made Simple in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sajjadfazlani/how-to-protect-your-apis-and-microservices-f22b99ce2322:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030561.555309
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@sajjadfazlani: How to protect your APIs and Microservices?=='
    \U0001F31F"
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@sajjadfazlani:
    How to protect your APIs and Microservices?==' \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sakshampaliwal/what-is-kubernetes-in-short-e92f2b81248a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034349.480107
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@sakshampaliwal: What is Kubernetes(in short)?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sakshampaliwal:
    What is Kubernetes(in short)? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sam.euchaliptus/tolerations-nodeaffinity-for-deterministic-pod-scheduling-in-kubernetes-aa2f1d4316fa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032952.4012
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@sam.euchaliptus: Tolerations & NodeAffinity for Deterministic''
    Pod Scheduling in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sam.euchaliptus:
    Tolerations & NodeAffinity for Deterministic'' Pod Scheduling in Kubernetes in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@samiullah6799/different-roles-in-mlops-0918de5321a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032383.20579
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@samiullah6799: Different Roles in MLOps=='
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@samiullah6799:
    Different Roles in MLOps== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@samng1991216/building-kubernetes-operator-application-from-scratch-part-1-211b6b2467df:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031608.927556
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@samng1991216: Building Kubernetes Operator Application from''
    Scratch (Part 1)'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@samng1991216:
    Building Kubernetes Operator Application from'' Scratch (Part 1) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@samuelbagattin/partial-helm-values-encryption-using-aws-kms-with-argocd-aca1c0d36323:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034295.397168
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@samuelbagattin: Partial Helm values encryption using AWS KMS''
    with ArgoCD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@samuelbagattin:
    Partial Helm values encryption using AWS KMS'' with ArgoCD in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sandeepsharmaster/modernize-your-cloud-microservices-apps-hexagonal-architecture-769696494c0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033169.715064
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@sandeepsharmaster: Design your Cloud Microservices Apps the''
    DDD way (Hexagonal Architecture)'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sandeepsharmaster:
    Design your Cloud Microservices Apps the'' DDD way (Hexagonal Architecture) in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sandupatlaabhilash1747/automation-of-cloud-terraform-5a299fb785bb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031510.428648
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Automation of Cloud-Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Automation of Cloud-Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sangjinn/how-to-communicate-with-kubernetes-workloads-1-service-abe1c5b03fc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031801.735717
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@sangjinn: How to communicate with Kubernetes workloads — Part''
    I. Service | Brandon Kang'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sangjinn:
    How to communicate with Kubernetes workloads — Part'' I. Service | Brandon Kang
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sangjinn/how-to-communicate-with-kubernetes-workloads-2-ingress-18f44a712690:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033479.079077
  stars: 0
  title: 'medium.com/@sangjinn: How to communicate with Kubernetes workloads — Part''
    II. Ingress | Brandon Kang'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://medium.com/@sanjayaben/how-to-build-an-efficient-ci-cd-pipeline-b5738ad567c8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032371.441759
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: How to build an efficient CI/CD pipeline \U0001F31F\U0001F31F"
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    How to build an efficient CI/CD pipeline \U0001F31F\U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@sassenthusiast/serverless-simplified-integrating-docker-containers-into-aws-lambda-via-serverless-yml-cdef9be1681e
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031079.657821
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@sassenthusiast: Serverless Simplified: Integrating Docker Containers''
    into AWS Lambda via serverless.yml'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sassenthusiast:
    Serverless Simplified: Integrating Docker Containers'' into AWS Lambda via serverless.yml
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@satyakommula/deploy-kubernetes-dashboard-with-nodeport-382f447d2ff8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030787.585786
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@satyakommula: Deploy Kubernetes dashboard with NodePort'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@satyakommula:
    Deploy Kubernetes dashboard with NodePort in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@saurabhdahibhate50/devops-day-04-task-e51d64ffbf16:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029325.396054
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Shell Scripting for DevOps with Examples'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Shell Scripting for DevOps with Examples in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@sdevsecops/how-to-implement-devsecops-in-a-kubernetes-cluster-environment-github-actions-and-azure-devops-522bdd121e34
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033913.539908
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/@sdevsecops: How to implement DevSecOps in a Kubernetes cluster''
    environment-Github Actions and Azure DevOps=='
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/@sdevsecops:
    How to implement DevSecOps in a Kubernetes cluster'' environment-Github Actions
    and Azure DevOps== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sdhah1999/prometheus-grafana-on-k8s-6efee4af4036:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032539.982153
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Prometheus-Grafana on K8s'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Prometheus-Grafana on K8s in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sebagomez/windows-containers-personal-cheat-sheet-95c1c4d6bdf5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030934.258997
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Windows Containers (personal) cheat sheet'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Windows Containers (personal) cheat sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@selvamraju007/git-branching-strategies-a6eafe4541ae:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031106.942405
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@selvamraju007: GIT Branching Strategies'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@selvamraju007:
    GIT Branching Strategies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@senjutide2000/designing-a-controller-for-custom-resources-from-scratch-for-absolute-beginners-9cb84b7f906f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029640.573441
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@senjutide2000: Designing a Controller for Custom Resources from''
    scratch for absolute beginners'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@senjutide2000:
    Designing a Controller for Custom Resources from'' scratch for absolute beginners
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@senthilrch/api-access-control-using-istio-ingress-gateway-44be659a087e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031466.559557
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: API Access Control using Istio Ingress Gateway'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    API Access Control using Istio Ingress Gateway in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@senthilrch/kubernetes-network-polices-are-they-really-useful-c3a153c49316:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031539.724138
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Network Policies: Are They Really Useful?'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Network Policies: Are They Really Useful? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@shahinghasemy/what-is-docker-why-should-you-use-it-in-simple-words-cc5e6160f9db:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033078.906218
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: What is Docker, Why should you use it in simple words'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    What is Docker, Why should you use it in simple words in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sharprazor.app/memory-settings-for-java-process-running-in-kubernetes-pod-1e608a5d2a64:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033586.175566
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@sharprazor.app: Memory settings for Java process running in''
    Kubernetes pod'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sharprazor.app:
    Memory settings for Java process running in'' Kubernetes pod in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sheraznadeem1/kubescape-kubernetes-hardening-demystified-87fba47f3b6a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032644.308094
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@sheraznadeem1: Kubescape & Kubernetes Hardening- Demystified'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sheraznadeem1:
    Kubescape & Kubernetes Hardening- Demystified in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@shrishs/application-backup-and-restore-using-openshift-api-for-data-protection-oadp-790d39ad96d4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032551.950472
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@shrishs: Application Backup and Restore using Openshift API''
    for Data Protection(OADP)'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@shrishs:
    Application Backup and Restore using Openshift API'' for Data Protection(OADP)
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@shrishtishreya/kubernetes-configmaps-explained-c6e7c9a6e6a6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029142.326703
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@shrishtishreya: Kubernetes ConfigMaps Explained'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@shrishtishreya:
    Kubernetes ConfigMaps Explained in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@shubhadeepchat/best-practices-for-good-rest-api-design-b5fae9a62c86:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032639.826123
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@shubhadeepchat: Best Practices for good REST API Design'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@shubhadeepchat:
    Best Practices for good REST API Design in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@siegert.maximilian/ensure-content-trust-on-kubernetes-using-notary-and-open-policy-agent-485ab3a9423c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032184.732064
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Ensure Content Trust on Kubernetes using Notary and Open Policy''
    Agent'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Ensure Content Trust on Kubernetes using Notary and Open Policy'' Agent in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@simionrazvan/simple-spring-boot-microservice-deployed-in-kubernetes-using-docker-and-nexus-part-1-b581e3ca8916
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031507.234651
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Part 1
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Part 1
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@simionrazvan/simple-spring-boot-microservice-deployed-in-kubernetes-using-docker-and-nexus-part-2-25dc2a3982cf
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030934.266247
  stars: 0
  title: Part 2
  v1_locations:
  - docs/demos.md
  year: N/A
https://medium.com/@sindhujacynixit/fighting-service-latency-in-microservices-with-kubernetes-f5a584f5af36:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033735.328823
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Fighting Service Latency in Microservices With Kubernetes'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Fighting Service Latency in Microservices With Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@slashben81/how-to-write-a-yaml-file-for-kubernetes-armo-76f29e533b1f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030805.686294
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@slashben81: How to write a YAML file for Kubernetes? | ARMO'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@slashben81:
    How to write a YAML file for Kubernetes? | ARMO in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://medium.com/@slimm609/secure-image-signing-with-cosign-and-aws-kms-82bc25d7fdae:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029123.59952
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@slimm609: Secure image signing with Cosign and AWS KMS'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@slimm609:
    Secure image signing with Cosign and AWS KMS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@srikanth.k/kubernetes-what-is-it-what-problems-does-it-solve-how-does-it-compare-with-its-alternatives-937fe80b754f
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033622.679331
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Kubernetes — What Is It, What Problems Does It Solve and How''
    Does It Compare With Alternatives?'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Kubernetes — What Is It, What Problems Does It Solve and How'' Does It Compare
    With Alternatives? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@study.uttam/main-challenges-of-machine-learning-eb06dffac3da:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033037.140788
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@study.uttam: Main Challenges of Machine Learning'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@study.uttam:
    Main Challenges of Machine Learning in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@suleimanabualrob/kubernetes-cost-optimisation-9e81b76814f6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031381.505038
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@suleimanabualrob: Kubernetes cost optimisation'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@suleimanabualrob:
    Kubernetes cost optimisation in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sumudu_liyan/how-to-install-istio-on-kubernetes-cluster-e831c12381b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030587.385973
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@sumudu_liyan: How To Install Istio On Kubernetes Cluster'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@sumudu_liyan:
    How To Install Istio On Kubernetes Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@sureshpalemoni/kubernetes-authentication-and-authorization-with-x509-client-certificates-edbc3517c10:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029899.066594
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Kubernetes Authentication and Authorization with X509 client certificates
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Kubernetes
    Authentication and Authorization with X509 client certificates in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@suvankar.dey80/time-series-sql-vs-no-sql-a8c7f40d80a8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034309.073583
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@suvankar.dey80: Time Series SQL vs No SQL'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@suvankar.dey80:
    Time Series SQL vs No SQL in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@swain.dennis1/forking-github-repository-with-git-and-vim-54288dff3801:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033313.444158
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Forking GitHub Repository with Git and VIM | Swain Dennis'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Forking GitHub Repository with Git and VIM | Swain Dennis in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@swapnasagarpradhan/simplifying-orchestration-with-kubernetes-e81015681a85:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030285.06542
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Simplifying orchestration with Kubernetes'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Simplifying orchestration with Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@ta.abhisingh/agile-vs-devops-vs-sre-its-not-or-it-s-and-aa312904e577:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031758.966188
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Agile vs. DevOps vs. SRE… it’s not OR, it’s AND !'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Agile vs. DevOps vs. SRE… it’s not OR, it’s AND ! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@tamerberatcelik/when-and-why-to-use-kubernetes-fface756859f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030561.5425
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@tamerberatcelik: When and why to use Kubernetes?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@tamerberatcelik:
    When and why to use Kubernetes? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@tanmay.avinash.deshpande/the-easiest-way-to-remove-checked-in-credentials-from-a-git-repo-704a373b94e3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033213.034657
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: The Easiest Way To Remove Checked In Credentials From A Git Repo'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    The Easiest Way To Remove Checked In Credentials From A Git Repo in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@tarekbecker/serverless-enterprise-grade-multi-tenancy-using-aws-76ff5f4d0a23:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030250.301192
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Serverless enterprise-grade multi-tenancy using AWS | Tarek Becker'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Serverless enterprise-grade multi-tenancy using AWS | Tarek Becker in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@tarikucar/getting-started-with-google-cloud-storage-with-terraform-dfb26d85e2dd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032819.670428
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@tarikucar: Getting started with Google Cloud Storage with Terraform'
    \U0001F680"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@tarikucar:
    Getting started with Google Cloud Storage with Terraform' \U0001F680 in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@tarunbehal02/aws-cost-optimizations-my-learnings-fcdc14da1f58:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029563.454615
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@tarunbehal02: AWS Cost Optimizations : My Learnings'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@tarunbehal02:
    AWS Cost Optimizations : My Learnings in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@tathagatapaul7/opentelemetry-in-kubernetes-deploying-your-collector-and-metrics-backend-b8ec86ac4a43:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034041.400118
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@tathagatapaul7: OpenTelemetry in Kubernetes: Deploying your''
    Collector and Metrics Backend'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@tathagatapaul7:
    OpenTelemetry in Kubernetes: Deploying your'' Collector and Metrics Backend in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@tech_18484/simplifying-kubernetes-logging-with-efk-stack-158da47ce982:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033486.685969
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@tech_18484: Simplifying Kubernetes Logging with EFK Stack'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@tech_18484:
    Simplifying Kubernetes Logging with EFK Stack in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@terminalsandcoffee/mastering-python-how-to-generate-a-list-of-dictionaries-for-files-in-your-working-directory-with-7cab8b485e69
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034579.865696
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@terminalsandcoffee: Mastering Python: How to Generate a List''
    of Dictionaries for Files in Your Working Directory with One Script'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@terminalsandcoffee:
    Mastering Python: How to Generate a List'' of Dictionaries for Files in Your Working
    Directory with One Script in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@thapliyal705/create-amazon-eks-cluster-from-scratch-using-eksctl-67e0d0900245:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029487.041538
  stars: 0
  title: 'medium.com/@thapliyal705: Create Amazon EKS Cluster from scratch using eksctl'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://medium.com/@the.nick.miller/multi-container-deployments-with-kubernetes-33c824d8d9a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033788.645328
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@the.nick.miller: Custom Deployments with Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@the.nick.miller:
    Custom Deployments with Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@therealjordanlee/azure-devops-tips-each-loops-c082c692d025:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033342.55431
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Azure DevOps Tips: “Each” Loops'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Azure
    DevOps Tips: “Each” Loops in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@thibault60000/git-flow-for-beginners-d7a152b2c1f9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032380.379472
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Git Flow for Beginners'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Git Flow for Beginners in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@thomaspoignant/starting-with-kubernetes-db121b09fd4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033118.170837
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Starting with kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Starting with kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@timebertt/kubernetes-controllers-at-scale-clients-caches-conflicts-patches-explained-aa0f7a8b4332:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032785.488984
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@timebertt: Kubernetes Controllers at Scale: Clients, Caches,''
    Conflicts, Patches Explained'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@timebertt:
    Kubernetes Controllers at Scale: Clients, Caches,'' Conflicts, Patches Explained
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@timleonardDS/who-lets-the-dags-out-register-an-external-dag-with-flyte-chapter-3-bad0ea781119:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031110.849575
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@timleonardDS: Who Let the DAGs out? Register an External DAG''
    with Flyte (Chapter 3)'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@timleonardDS:
    Who Let the DAGs out? Register an External DAG'' with Flyte (Chapter 3) in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@tom-neal/cto-checklist-1a2ef3d6502:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033359.921692
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@tom-neal: CTO Checklist'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@tom-neal:
    CTO Checklist in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@toonvandeuren/kubernetes-scaling-the-event-driven-approach-bdd58ded4e3f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030805.679985
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@toonvandeuren: Kubernetes Scaling: The Event Driven Approach''
    - KEDA'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@toonvandeuren:
    Kubernetes Scaling: The Event Driven Approach'' - KEDA in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vafrcor2009/gitflow-vs-trunk-based-development-3beff578030b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034504.483005
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: GitFlow VS Trunk-Based-Development'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    GitFlow VS Trunk-Based-Development in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vaib16dec/kubesecops-pipeline-container-security-in-a-cloudnative-ecosystem-e59bf19a713d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031460.457298
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: KubeSecOps Pipeline(Container security) in a cloudnative ecosystem'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    KubeSecOps Pipeline(Container security) in a cloudnative ecosystem in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vaibhav176/saving-costs-in-google-kubernetes-engine-using-spot-vms-2e6d0157815e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030558.347994
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Saving costs in Google Kubernetes Engine using Spot VMs'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Saving costs in Google Kubernetes Engine using Spot VMs in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vajrapuvinod/mastering-ingress-context-path-based-routing-in-aws-eks-using-terraform-0db2bbbae474:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033658.155329
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@vajrapuvinod: Mastering Ingress Context Path Based Routing in''
    AWS EKS using AWS Load Balancer Controller through Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@vajrapuvinod:
    Mastering Ingress Context Path Based Routing in'' AWS EKS using AWS Load Balancer
    Controller through Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@valyala/promql-tutorial-for-beginners-9ab455142085:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031719.941777
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: PromQL Tutorial
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering PromQL
    Tutorial in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vamshisuram/how-to-crack-ckad-exam-part-2-26330c32a4e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031776.310469
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@vamshisuram: How to crack CKAD exam (part — 2)'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@vamshisuram:
    How to crack CKAD exam (part — 2) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vamsi.lakshman/overview-of-azure-kubernetes-services-networking-models-e3ca0591aebe:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Provides a comprehensive architectural overview contrasting AKS''s
    native CNI models: Kubenet versus Azure CNI. Analyzes the trade-offs of IP space
    consumption, routing tables, and overall performance dynamics across large clusters.'
  language: Markdown
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking & CNI
  - Kubenet vs Azure CNI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'medium.com/@vamsi.lakshman: Overview of Azure Kubernetes Services Networking
    Models'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://medium.com/@vdboor/using-nginx-ingress-as-a-static-cache-91bc27be04a1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031520.698817
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Using Nginx-Ingress as a Static Cache for Assets Inside Kubernetes'
  v1_locations:
  - docs/web-servers.md
  v2_locations:
  - web-servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Using Nginx-Ingress as a Static Cache for Assets Inside Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@versentfastforward/gitops-and-argocd-to-automate-kubernetes-deployments-640f3a086865:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030412.967097
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@versentfastforward: GitOps on Kubernetes with ArgoCD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@versentfastforward:
    GitOps on Kubernetes with ArgoCD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@versentfastforward/one-click-bootstrap-deployment-of-argocd-e06f848aacc5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029165.154635
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@versentfastforward: One-click Bootstrap Deployment of ArgoCD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@versentfastforward:
    One-click Bootstrap Deployment of ArgoCD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@versentfastforward/structuring-your-repo-for-argocd-part-1-582817713b0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030673.549871
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@versentfastforward: Structuring Your Repo for ArgoCD, Part 1'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@versentfastforward:
    Structuring Your Repo for ArgoCD, Part 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@victor.ronin/design-your-code-for-readability-vs-writability-d42f04cc6f4d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030561.541389
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@victor.ronin: Design your code for readability vs. writability'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@victor.ronin:
    Design your code for readability vs. writability in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@victor.ronin/the-dark-side-of-a-cross-functional-team-e0d379e37c70:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030403.671827
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@victor.ronin: The dark side of a cross-functional team'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@victor.ronin:
    The dark side of a cross-functional team in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@victorpaulo/from-zero-to-kubernetes-operator-dd06436b9d89:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032779.61269
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: From Zero to Kubernetes Operator'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    From Zero to Kubernetes Operator in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vikram.fugro/container-networking-interface-aka-cni-bdfe23f865cf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034306.12604
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Container Networking Interface aka CNI'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Container Networking Interface aka CNI in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vinciabhinav7/microservices-communication-architecture-patterns-a8e77e614c2c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029478.329639
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/@vinciabhinav7: Microservices Communication Architecture Patterns=='
    \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/@vinciabhinav7:
    Microservices Communication Architecture Patterns==' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vinoji2005/using-terraform-with-kubernetes-a-comprehensive-guide-237f6bbb0586:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029613.201193
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@vinoji2005: Using Terraform with Kubernetes: A Comprehensive''
    Guide'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@vinoji2005:
    Using Terraform with Kubernetes: A Comprehensive'' Guide in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vinothiniraju/streamlining-kubernetes-deployment-with-ready-built-developer-platform-5ba0cbb4facf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030201.985291
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@vinothiniraju: Streamlining Kubernetes Deployment with Ready-Built''
    Developer Platform'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@vinothiniraju:
    Streamlining Kubernetes Deployment with Ready-Built'' Developer Platform in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vipinagarwal18/install-istio-on-azure-kubernetes-cluster-using-terraform-214f6d3f611:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033611.935872
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Install Istio on Azure Kubernetes cluster using Terraform'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Install Istio on Azure Kubernetes cluster using Terraform in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@visweswara/pod-disruption-budget-budget-that-can-save-you-one-day-7c22c8a11d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029732.052092
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@visweswara: Pod Disruption Budget — Budget that can save you''
    One day'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@visweswara:
    Pod Disruption Budget — Budget that can save you'' One day in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@visweswara/what-are-kubernetes-admission-controllers-let-me-explain-93b97f659ccc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033002.045198
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@visweswara: What are Kubernetes Admission Controllers?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@visweswara:
    What are Kubernetes Admission Controllers? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vrnvav97/canary-deployment-in-kubernetes-a18c81cb9b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031669.290209
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@vrnvav97: Canary Deployment in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@vrnvav97:
    Canary Deployment in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@vvsevel/a-guide-to-kubernetes-application-resource-tuning-part-1-bf0ba04db10:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029678.531675
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@vvsevel: A Guide to Kubernetes Application Resource Tuning —''
    part 1'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@vvsevel:
    A Guide to Kubernetes Application Resource Tuning —'' part 1 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@walissonscd/creating-a-kubernetes-pod-with-multiple-containers-and-a-shared-volume-257d9aa2081d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032254.672121
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@walissonscd: Creating a Kubernetes Pod with Multiple Containers'
    and a Shared Volume \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@walissonscd:
    Creating a Kubernetes Pod with Multiple Containers' and a Shared Volume \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@walissonscd/monitoring-kubernetes-cluster-resources-using-top-metrics-commands-a60408765321:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033435.813454
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@walissonscd: Monitoring Kubernetes Cluster Resources: Using''
    Top Metrics Commands'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@walissonscd:
    Monitoring Kubernetes Cluster Resources: Using'' Top Metrics Commands in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@walissonscd/understanding-your-kubernetes-cluster-16f4b90f3edc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029421.296425
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@walissonscd: Understanding Your Kubernetes Cluster'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@walissonscd:
    Understanding Your Kubernetes Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/@wessel__/istio-with-authentik-securing-your-cluster-and-providing-authentication-and-authorization-b5e48b331920
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031622.327299
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@wessel__: Istio with Authentik: securing your cluster and providing''
    authentication and authorization'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@wessel__:
    Istio with Authentik: securing your cluster and providing'' authentication and
    authorization in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@willguibr/terraform-1-5-import-and-automatic-code-generation-caa4debfef28:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030854.220651
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@willguibr: Terraform 1.5 — Import and Automatic Code Generation'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@willguibr:
    Terraform 1.5 — Import and Automatic Code Generation in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@wuestkamp/kubernetes-canary-deployment-1-gitlab-ci-518f9fdaa7ed:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033609.402626
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Kubernetes Canary Deployment #1 Gitlab CI'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Kubernetes Canary Deployment #1 Gitlab CI in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@yankee.exe/how-rolling-and-rollback-deployments-work-in-kubernetes-8db4c4dce599:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034479.187478
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How Rolling and Rollback Deployments work in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How Rolling and Rollback Deployments work in Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@yogitakothadia/a-manifest-file-in-kubernetes-952183a508d4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031735.25407
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@yogitakothadia: A Manifest File in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@yogitakothadia:
    A Manifest File in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@yonatanzunger/advanced-python-achieving-high-performance-with-code-generation-796b177ec79:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032239.282532
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/@yonatanzunger: Advanced Python: Achieving High Performance with'
    Code Generation \U0001F31F\U0001F31F"
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/@yonatanzunger:
    Advanced Python: Achieving High Performance with' Code Generation \U0001F31F\U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@yusufkaratoprak/advanced-troubleshooting-techniques-in-kubernetes-pods-24ee0cebfa6f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031796.265809
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@yusufkaratoprak: Advanced Troubleshooting Techniques in Kubernetes''
    Pods'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@yusufkaratoprak:
    Advanced Troubleshooting Techniques in Kubernetes'' Pods in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@zeloygabri/deploying-2-tier-aws-architecture-using-terraform-b4167b035751:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031458.550832
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@zeloygabri: Deploying 2-Tier AWS Architecture using Terraform'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@zeloygabri:
    Deploying 2-Tier AWS Architecture using Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/@zhaoyi0113/kubernetes-how-does-service-network-work-in-the-cluster-d235b69ff536:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029063.367361
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/@zhaoyi0113: Kubernetes — How does service network work in the''
    cluster'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/@zhaoyi0113:
    Kubernetes — How does service network work in the'' cluster in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/activewizards-machine-learning-company/kafka-monitoring-with-prometheus-telegraf-and-grafana-6228fed736f1:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029067.877403
  v1_locations:
  - docs/monitoring.md
https://medium.com/adaltas/gitops-in-practice-deploy-kubernetes-applications-with-argocd-ca170ce8aba3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029110.345471
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/adaltas: GitOps in practice, deploy Kubernetes applications with''
    ArgoCD'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/adaltas:
    GitOps in practice, deploy Kubernetes applications with'' ArgoCD in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/adaltas/kubernetes-debugging-with-ephemeral-containers-e4be659d9ef6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030864.896075
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/adaltas: Kubernetes: debugging with ephemeral containers'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/adaltas:
    Kubernetes: debugging with ephemeral containers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/adaltas/operating-kafka-in-kubernetes-with-strimzi-84a281c6d964:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032339.779623
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/adaltas: Operating Kafka in Kubernetes with Strimzi'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/adaltas:
    Operating Kafka in Kubernetes with Strimzi in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/adeo-tech/a-walkthrough-guide-for-multi-tenancy-with-gke-b9e6f1aed2a2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032546.958542
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/adeo-tech: A walkthrough guide for Multi-Tenancy with GKE'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/adeo-tech:
    A walkthrough guide for Multi-Tenancy with GKE in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/adeo-tech/how-to-save-money-fast-with-kubernetes-do-finops-3a9cafc9beba:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030207.221211
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/adeo-tech: How to save money fast with Kubernetes — Do FinOps'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/adeo-tech:
    How to save money fast with Kubernetes — Do FinOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/adeo-tech/multi-cloud-kubernetes-survival-guide-49eee9aa58e2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029118.682036
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/adeo-tech: Multi-Cloud Kubernetes Survival Guide \U0001F31F"
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/adeo-tech:
    Multi-Cloud Kubernetes Survival Guide \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/adessoturkey/azure-devops-agents-on-aks-with-kaniko-option-f672f900a177:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030574.239656
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/adessoturkey: Azure DevOps Agents on AKS with the kaniko Option'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/adessoturkey:
    Azure DevOps Agents on AKS with the kaniko Option in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/adessoturkey/create-a-windows-vm-in-kubernetes-using-kubevirt-b5f54fb10ffd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029130.376571
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/adessoturkey: Create a Windows VM in Kubernetes using KubeVirt'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/adessoturkey:
    Create a Windows VM in Kubernetes using KubeVirt in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/adevinta-tech-blog/highway-to-helm-how-to-efficiently-manage-chart-sources-f5749ba8031e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029161.232191
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Highway to Helm: How to efficiently manage chart sources'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Highway to Helm: How to efficiently manage chart sources in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/adidoescode/chaos-engineering-how-simulating-adversity-can-help-build-ecommerce-resilience-4a799c8912dc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032117.179295
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/adidoescode: Chaos Engineering: How simulating adversity can''
    help build eCommerce Resilience'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/adidoescode:
    Chaos Engineering: How simulating adversity can'' help build eCommerce Resilience
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/adobetech/designing-a-kubernetes-cluster-with-amazon-eks-from-scratch-4b4ee9d1b8f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032405.546967
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Designing a Kubernetes Cluster with Amazon EKS From Scratch \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Designing a Kubernetes Cluster with Amazon EKS From Scratch \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/agileinsider/devops-principles-and-practices-explained-in-ten-minutes-6cec7e1dae6d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034234.999868
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/agileinsider: DevOps Principles and Practices Explained in Ten''
    Minutes'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/agileinsider:
    DevOps Principles and Practices Explained in Ten'' Minutes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/agorapulse-stories/platform-engineering-part-3-when-how-to-build-an-internal-developer-platform-cfb22efcca34:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033428.304061
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/agorapulse-stories: Platform Engineering, Part 3: WHEN & HOW''
    to Build an Internal Developer Platform'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/agorapulse-stories:
    Platform Engineering, Part 3: WHEN & HOW'' to Build an Internal Developer Platform
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/ai-hero/streamlining-machine-learning-operations-with-kubernetes-and-terraform-41baad37998e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029364.850061
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/ai-hero: Streamlining Machine Learning Operations (MLOps) with''
    Kubernetes and Terraform'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/ai-hero:
    Streamlining Machine Learning Operations (MLOps) with'' Kubernetes and Terraform
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/aiguys/mlops-serving-ai-to-million-users-c77ed718b7ed:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032179.662595
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/aiguys: MLOps: Serving AI apps to million users'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/aiguys:
    MLOps: Serving AI apps to million users in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/airbnb-engineering/dynamic-kubernetes-cluster-scaling-at-airbnb-d79ae3afa132:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029565.183358
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/airbnb-engineering: Dynamic Kubernetes Cluster Scaling at Airbnb'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/airbnb-engineering:
    Dynamic Kubernetes Cluster Scaling at Airbnb in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/airbnb-engineering/how-we-partitioned-airbnb-s-main-database-in-two-weeks-55f7e006ff21:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033761.219882
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Partitioning MySQL on RDS: "How We Partitioned Airbnb’s Main Database in''
    Two Weeks'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Partitioning
    MySQL on RDS: "How We Partitioned Airbnb’s Main Database in'' Two Weeks in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/airwalk/automate-policies-enforcement-with-policy-as-code-2f20aac9e2b0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034520.684778
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Automate policies enforcement with Policy-as-Code \U0001F31F"
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Automate policies enforcement with Policy-as-Code \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/airwallex-engineering/kafka-streams-iterative-development-and-blue-green-deployment-fae88b26e75e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033240.238623
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/airwallex-engineering: Kafka Streams: Iterative Development and''
    Blue-Green Deployment'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/airwallex-engineering:
    Kafka Streams: Iterative Development and'' Blue-Green Deployment in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/altitudehq/kafka-retries-and-maintain-order-of-retry-events-313482044351:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033942.398083
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/altitudehq: Kafka retries and maintaining the order of retry'
    events \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/altitudehq:
    Kafka retries and maintaining the order of retry' events \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/ampersand-academy/integrate-bitbucket-jenkins-c6e51103d0fe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034509.684281
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Integrate BitBucket & Jenkins'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Integrate BitBucket & Jenkins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/analytics-vidhya/dockerizing-a-rest-api-in-python-less-than-9-mb-and-based-on-scratch-image-ef0ee3ad3f0a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034155.458889
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Dockerizing a REST API in Python Less Than 9 MB and Based on scratch''
    Image'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Dockerizing a REST API in Python Less Than 9 MB and Based on scratch'' Image in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/analytics-vidhya/multi-namespace-helm-deploy-in-kubernetes-26d1baf1ca5c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031620.059175
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Multi-namespace Helm deploy in Kubernetes'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Multi-namespace Helm deploy in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/andcloudio/creating-authentication-and-authorization-in-kubernetes-c6c5f0f1d2ad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031499.313229
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/andcloudio: Setting up Authentication and RBAC Authorization''
    in Kubernetes'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/andcloudio:
    Setting up Authentication and RBAC Authorization'' in Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/ankercloud-engineering/10-reasons-why-you-should-think-about-using-an-aws-application-loadbalancer-945f57816c34
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034223.777721
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: 10 reasons why you should think about using an AWS Application Load''
    Balancer'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    10 reasons why you should think about using an AWS Application Load'' Balancer
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/apache-airflow/passing-data-between-tasks-with-the-kubernetespodoperator-in-apache-airflow-7ae9e3e6675c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032574.490181
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/apache-airflow: Passing Data Between Tasks with the KubernetesPodOperator'
    in Apache Airflow== \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/apache-airflow:
    Passing Data Between Tasks with the KubernetesPodOperator' in Apache Airflow==
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/apache-airflow/what-we-learned-after-running-airflow-on-kubernetes-for-2-years-0537b157acfd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034431.459247
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/apache-airflow: What we learned after running Airflow on Kubernetes''
    for 2 years'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/apache-airflow:
    What we learned after running Airflow on Kubernetes'' for 2 years in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/apache-apisix/10-most-use-cases-of-an-api-gateway-in-api-led-architecture-f4d7fa160dcf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029132.403252
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/apache-apisix: 10 most common use cases of an API Gateway=='
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/apache-apisix:
    10 most common use cases of an API Gateway== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/apache-apisix/end-to-end-tracing-opentelemetry-a50fceafed74:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031622.336008
  stars: 0
  title: 'medium.com/apache-apisix: End-to-end tracing with OpenTelemetry'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://medium.com/application-driven-infrastructure/best-practices-for-understanding-kubernetes-costs-f3c58a5e1ebf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029074.52358
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/application-driven-infrastructure: Best Practices for Understanding''
    Kubernetes Costs'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/application-driven-infrastructure:
    Best Practices for Understanding'' Kubernetes Costs in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/armory/continuous-cost-optimization-for-kubernetes-4361045f0215:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030882.662387
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/armory: Continuous Cost Optimization for Kubernetes'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/armory:
    Continuous Cost Optimization for Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/asl19-developers/create-readwritemany-persistentvolumeclaims-on-your-kubernetes-cluster-3a8db51f98e3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031624.793999
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Create ReadWriteMany PersistentVolumeClaims on your Kubernetes Cluster \U0001F31F"
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Create
    ReadWriteMany PersistentVolumeClaims on your Kubernetes Cluster \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/aspnetrun/microservices-resilience-and-fault-tolerance-with-applying-retry-and-circuit-breaker-patterns-c32e518db990
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029379.656062
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Microservices Resilience and Fault Tolerance with applying Retry''
    and Circuit-Breaker patterns using Polly'
  v1_locations:
  - docs/dotnet.md
  v2_locations:
  - dotnet.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Microservices Resilience and Fault Tolerance with applying Retry'' and Circuit-Breaker
    patterns using Polly in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/atlantbh/implementing-ci-cd-pipeline-using-argo-workflows-and-argo-events-6417dd157566:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031392.907954
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/atlantbh: Implementing CI/CD pipeline using Argo Workflows and'
    Argo Events \U0001F31F"
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/atlantbh:
    Implementing CI/CD pipeline using Argo Workflows and' Argo Events \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/attest-product-and-technology/debugging-mislabelled-route-metrics-from-linkerd-dda47fdff04a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034347.659504
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/attest-product-and-technology: Debugging mislabelled route metrics''
    from Linkerd'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/attest-product-and-technology:
    Debugging mislabelled route metrics'' from Linkerd in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/aventude/which-git-branching-model-should-i-select-73aafc503b5f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030442.937457
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Which Git branching model should I select for my project?'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Which Git branching model should I select for my project? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030891.173597
  stars: 0
  title: medium.com/avmconsulting-blog
  v1_locations:
  - docs/demos.md
  year: N/A
https://medium.com/avmconsulting-blog/aws-backup-service-for-amazon-rds-3e6f5827aa66:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031900.548878
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: AWS Backup Service for Amazon RDS'
  v1_locations:
  - docs/aws-backup.md
  - docs/aws-databases.md
  v2_locations:
  - aws-backup.md
  - aws-databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    AWS Backup Service for Amazon RDS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/aws-secret-manager-protect-sensitive-information-and-functionality-f520e15293f4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033566.792507
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: AWS Secret Manager: Protect sensitive information and functionality'
    \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    AWS Secret Manager: Protect sensitive information and functionality' \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/building-a-global-network-with-aws-transit-gateway-7ab0e5222f12:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033030.224995
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Building a Global Network with AWS Transit Gateway'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Building a Global Network with AWS Transit Gateway in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/ci-cd-with-dockers-and-jenkins-70b6f801f9f7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032762.255323
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: CI/CD with Dockers and Jenkins'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    CI/CD with Dockers and Jenkins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/cluster-autoscaler-type-in-kubernetes-part2-f2ae432eefbb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032248.506837
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Cluster Autoscaler in Kubernetes'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Cluster Autoscaler in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/deploy-infrastructure-with-the-terraform-cloud-operator-for-kubernetes-a179ea4dbbfe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030685.028997
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Deploy Infrastructure with the Terraform Cloud Operator for Kubernetes'
    \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Deploy Infrastructure with the Terraform Cloud Operator for Kubernetes' \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/deploying-applications-using-helm-in-kubernetes-b5c8b609e4b5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030802.97196
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/avmconsulting-blog: How to Deploy Applications using Helm in''
    Kubernetes |AWS|'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/avmconsulting-blog:
    How to Deploy Applications using Helm in'' Kubernetes |AWS| in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/deploying-microservices-via-ansible-in-cloud-platform-a03d46b7bd68:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030201.999327
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Deployment of Microservices in Cloud With Ansible
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Deployment
    of Microservices in Cloud With Ansible in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/deploying-statefulsets-in-kubernetes-k8s-5924e701d327:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029246.417314
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to deploy StatefulSets in Kubernetes (K8s)?'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to deploy StatefulSets in Kubernetes (K8s)? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/deployment-types-in-kubernetes-14b70ca7ef93:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029165.156724
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Deployment types in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Deployment types in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/encrypting-the-certificate-for-kubernetes-lets-encrypt-805d2bf88b2a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031651.929121
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Encrypting the certificate for Kubernetes (Let’s Encrypt) \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Encrypting the certificate for Kubernetes (Let’s Encrypt) \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/exploring-network-policies-in-kubernetes-c8a3d8ed00cb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033761.211268
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: How to Provision Network Policies in Kubernetes | AWS \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    How to Provision Network Policies in Kubernetes | AWS \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/how-to-deploy-an-efk-stack-to-kubernetes-ebc1b539d063:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030005.361458
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to Deploy an EFK stack to Kubernetes'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to Deploy an EFK stack to Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/how-to-deploy-an-eks-stack-to-kubernetes-aws-5ec9c5a07247:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032869.040438
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to Deploy an EKS stack in AWS?'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to Deploy an EKS stack in AWS? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/installing-vault-on-eks-with-tls-and-persistent-storage-98254b4150f3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031064.304385
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/avmconsulting-blog: Installing Vault On EKS With TLS And Persistent''
    Storage'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/avmconsulting-blog:
    Installing Vault On EKS With TLS And Persistent'' Storage in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/jobs-cronjobs-in-kubernetes-cluster-d0e872e3c8c8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032642.427732
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Jobs & Cronjobs in Kubernetes Cluster'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Jobs & Cronjobs in Kubernetes Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/kubernetes-google-kubernetes-engine-gke-99abf912f912:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030593.798095
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: How to provision Kubernetes Cluster in GCP Cloud (K8s)? \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    How to provision Kubernetes Cluster in GCP Cloud (K8s)? \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/managing-microservices-with-istio-service-mesh-in-kubernetes-36e1fda81757:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034461.407813
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Managing Microservices With Istio Service Mesh in Kubernetes'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Managing Microservices With Istio Service Mesh in Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/prometheus-monitoring-with-elastic-stack-in-kubernetes-5cf0aaa7ce04:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031533.420586
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Prometheus monitoring with Elastic Stack in Kubernetes \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Prometheus monitoring with Elastic Stack in Kubernetes \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/protecting-your-web-application-or-apis-using-aws-waf-1829ff79275a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031804.945082
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Protecting your Web Application or APIs using AWS WAF'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Protecting your Web Application or APIs using AWS WAF in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/provisioning-storage-in-kubernetes-e1dc5610318d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030563.618368
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Provisioning storage in Kubernetes'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Provisioning storage in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/avmconsulting-blog/replication-controller-replica-sets-in-kubernetes-820f3cec7170:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031520.68102
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Replication Controller & Replica sets in Kubernetes'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Replication Controller & Replica sets in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/awesome-agile/10-ways-managers-are-wasting-their-developers-potential-5c0d78d8f8ba:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029931.818006
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/awesome-agile: 10 Ways Managers are Wasting Their Developers''
    Potential'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/awesome-agile:
    10 Ways Managers are Wasting Their Developers'' Potential in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/awesome-azure/azure-most-useful-azure-services-every-developer-must-know-top-azure-paas-serverless-services-developer-c55b829ac6d7
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031910.089702
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/awesome-azure: Azure — Most Useful Azure Services Every Developer''
    Must Know'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/awesome-azure:
    Azure — Most Useful Azure Services Every Developer'' Must Know in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/awesome-cloud/aws-difference-between-serverless-lambda-and-containers-kubernetes-serverless-vs-containers-lambda-vs-k8s-a166931870a2
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034355.352647
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/awesome-cloud: AWS — Difference between Serverless (Lambda) and''
    Containers (Kubernetes)'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/awesome-cloud:
    AWS — Difference between Serverless (Lambda) and'' Containers (Kubernetes) in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/aws-activate-startup-blog/a-better-dev-test-experience-docker-and-aws-291da5ab1238:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033761.215853
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'A Better Dev/Test Experience: Docker and AWS'
  v1_locations:
  - docs/aws-containers.md
  v2_locations:
  - aws-containers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering A Better
    Dev/Test Experience: Docker and AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/aws-activate-startup-blog/bitmovin-improving-video-quality-on-the-web-8670039c4334:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031987.51112
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bitmovin: Improving Video Quality on the Web'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bitmovin:
    Improving Video Quality on the Web in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/aws-activate-startup-blog/building-a-serverless-dynamic-dns-system-with-aws-a32256f0a1d8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032970.973101
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Building a Serverless Dynamic DNS System with AWS'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Building a Serverless Dynamic DNS System with AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/aws-activate-startup-blog/optimizing-latency-and-bandwidth-for-aws-traffic-cdfd18d0d0f7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034564.165258
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Optimizing Latency and Bandwidth for AWS Traffic'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Optimizing Latency and Bandwidth for AWS Traffic in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/aws-activate-startup-blog/scaling-on-aws-part-3-500k-users-3750b227b761:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029938.819428
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Scaling on AWS (Part 3): >500K Users'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Scaling
    on AWS (Part 3): >500K Users in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/aws-activate-startup-blog/the-top-10-aws-startup-blog-posts-of-2015-d2975e3778bb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034134.301767
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: The Top 10 AWS Startup Blog Posts of 2015'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    The Top 10 AWS Startup Blog Posts of 2015 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/aws-activate-startup-blog/what-startups-should-know-about-amazon-vpc-part-1-bebe94b7f228:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030856.463038
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: What Startups Should Know about Amazon VPC — Part 1
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering What Startups
    Should Know about Amazon VPC — Part 1 in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/aws-infrastructure/create-aws-vpc-infrastructure-with-terraform-308afed9fe31:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031084.668411
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/aws-infrastructure: Create AWS VPC Infrastructure with Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/aws-infrastructure:
    Create AWS VPC Infrastructure with Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/aws-serverless-microservices-with-patterns-best/cloud-native-microservices-evolves-to-aws-serverless-event-driven-architectures-9a38c473f4f8
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031651.930184
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/aws-serverless-microservices-with-patterns-best: Cloud-Native''
    Microservices Evolves to AWS Serverless Event-driven Architectures=='
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/aws-serverless-microservices-with-patterns-best:
    Cloud-Native'' Microservices Evolves to AWS Serverless Event-driven Architectures==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/awsblogs/ci-cd-with-kubernetes-3c29e8073c38:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033569.968873
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Production Ready CI/CD Pipeline with Kubernetes'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Production Ready CI/CD Pipeline with Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/backstagewitharchitects/how-autoscaling-works-in-kubernetes-why-you-need-to-start-using-keda-b601b483d355:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034349.481155
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/backstagewitharchitects: How Autoscaling Works in Kubernetes?''
    Why You Need To Start Using KEDA?'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/backstagewitharchitects:
    How Autoscaling Works in Kubernetes?'' Why You Need To Start Using KEDA? in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/bakdata/optimizing-kafka-streams-apps-on-kubernetes-by-splitting-topologies-ac6b4c90516e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031758.974694
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Optimizing Kafka Streams Apps on Kubernetes by Splitting Topologies'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Optimizing Kafka Streams Apps on Kubernetes by Splitting Topologies in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/bakdata/scalable-machine-learning-with-kafka-streams-and-kserve-85308858d867:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030349.939139
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/bakdata: Scalable Machine Learning with Kafka Streams and KServe'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/bakdata:
    Scalable Machine Learning with Kafka Streams and KServe in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/bash-tips-and-tricks/how-to-trigger-an-action-at-the-end-of-the-shell-bash-script-52b0ba9c157e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030954.219422
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to trigger an action at the end of the Shell/Bash script'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to trigger an action at the end of the Shell/Bash script in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/bb-tutorials-and-thoughts/250-practice-questions-for-terraform-associate-certification-7a3ccebe6a1a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033976.380363
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/bb-tutorials-and-thoughts: 250 Practice Questions For Terraform''
    Associate Certification'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/bb-tutorials-and-thoughts:
    250 Practice Questions For Terraform'' Associate Certification in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/bb-tutorials-and-thoughts/how-to-build-and-deploy-mern-stack-on-azure-aks-c25eaf27b9d0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031645.253607
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/bb-tutorials-and-thoughts: How to Build and Deploy MERN Stack''
    on Azure AKS'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/bb-tutorials-and-thoughts:
    How to Build and Deploy MERN Stack'' on Azure AKS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/bb-tutorials-and-thoughts/how-to-deploy-and-run-python-apis-on-aws-app-runner-with-cloudformation-cf9c6fd14cf6
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032642.444479
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/bb-tutorials-and-thoughts: How To Deploy and Run Python APIs''
    on AWS App Runner With CloudFormation'
  v1_locations:
  - docs/aws-iac.md
  v2_locations:
  - aws-iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/bb-tutorials-and-thoughts:
    How To Deploy and Run Python APIs'' on AWS App Runner With CloudFormation in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/bb-tutorials-and-thoughts/kubernetes-learn-init-container-pattern-7a757742de6b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032549.432356
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes — Learn Init Container Pattern'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes — Learn Init Container Pattern in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/bb-tutorials-and-thoughts/kubernetes-learn-sidecar-container-pattern-6d8c21f873d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030360.447705
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes — Learn Sidecar Container Pattern'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes — Learn Sidecar Container Pattern in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/beamdental/using-kubernetes-custom-resources-to-manage-our-ephemeral-environments-f298610893e1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029242.823152
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Using kubernetes custom resources to manage our ephemeral environments'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Using kubernetes custom resources to manage our ephemeral environments in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-practices/chaos-d3ef238ec328:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034394.393556
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/better-practices: Learn how your Kubernetes clusters respond''
    to failure using Gremlin and Grafana'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/better-practices:
    Learn how your Kubernetes clusters respond'' to failure using Gremlin and Grafana
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-practices/kubernetes-tutorial-b6f302a67426:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029609.309484
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Kubernetes Tutorial: Your Complete Guide to Deploying an App on'
    AWS with Postman \U0001F31F"
  v1_locations:
  - docs/postman.md
  v2_locations:
  - postman.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Kubernetes Tutorial: Your Complete Guide to Deploying an App on' AWS with Postman
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/10-antipatterns-for-kubernetes-deployments-e97ce1199f2d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033794.707085
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: 10 Anti-Patterns for Kubernetes Deployments'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    10 Anti-Patterns for Kubernetes Deployments in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/3-years-of-kubernetes-in-production-heres-what-we-learned-44e77e1749c8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031045.70645
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: 3 Years of Kubernetes in Production–Here’s What We Learned'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    3 Years of Kubernetes in Production–Here’s What We Learned in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/4-simple-kubernetes-terminal-customizations-to-boost-your-productivity-deda60a19924:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031012.12706
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: 4 Simple Kubernetes Terminal Customizations to Boost Your Productivity'
  v1_locations:
  - docs/kubectl-commands.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubectl-commands.md
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    4 Simple Kubernetes Terminal Customizations to Boost Your Productivity in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/a-practical-step-by-step-guide-to-understanding-kubernetes-d8be7f82e533:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030329.973639
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: A Practical Step-by-Step Guide to Understanding Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    A Practical Step-by-Step Guide to Understanding Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/awesome-kubernetes-command-line-hacks-8bd3604e394f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034090.288646
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Awesome Kubernetes Command-Line Hacks'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Awesome Kubernetes Command-Line Hacks in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/build-a-federation-of-multiple-kubernetes-clusters-with-kubefed-v2-8d2f7d9e198a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033100.800876
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Build a Federation of Multiple Kubernetes Clusters With Kubefed''
    V2'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Build a Federation of Multiple Kubernetes Clusters With Kubefed'' V2 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/build-kubernetes-autoscaling-for-cluster-nodes-and-application-pods-bb7f2d716b07:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030407.046644
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Build Kubernetes Autoscaling for Cluster Nodes and Application Pods'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Build Kubernetes Autoscaling for Cluster Nodes and Application Pods' \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/creating-a-custom-annotation-for-the-kubernetes-ingress-nginx-controller-444e9d486192:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032728.540158
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Create a Custom Annotation for the Kubernetes ingress-nginx Controller'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Create a Custom Annotation for the Kubernetes ingress-nginx Controller in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/devop-noops-difference-504dfc4e9faa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029801.596573
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: DevOps Is Dead, Long Live NoOps
  v1_locations:
  - docs/noops.md
  v2_locations:
  - noops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering DevOps
    Is Dead, Long Live NoOps in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/devops-noops-finops-64e0df91bcb8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031339.791048
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: DevOps, NoOps, and Now FinOps?'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    DevOps, NoOps, and Now FinOps? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/how-to-become-a-devops-engineer-in-2020-7618492a09d8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032699.13376
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to Become a DevOps Engineer in 2020 (Tj Blogumas)'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to Become a DevOps Engineer in 2020 (Tj Blogumas) in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/how-to-harden-your-kubernetes-cluster-for-production-7e47990efc2a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032731.771407
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: How to Harden Your Kubernetes Cluster for Production \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    How to Harden Your Kubernetes Cluster for Production \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/how-to-manage-microservices-on-kubernetes-with-istio-c25e97a60a59:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029732.046876
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: How to Manage Microservices on Kubernetes With Istio'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    How to Manage Microservices on Kubernetes With Istio in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/how-to-validate-your-kubernetes-cluster-with-sonobuoy-c91b282908fe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029132.390381
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: How to Validate Your Kubernetes Cluster With Sonobuoy \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    How to Validate Your Kubernetes Cluster With Sonobuoy \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/kubernetes-deployment-connect-your-front-end-to-your-back-end-with-nginx-7e4e7cfef177:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030090.943776
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Deployment: Connect Your Front End to Your Back End With''
    Nginx'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Deployment: Connect Your Front End to Your Back End With'' Nginx in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/kubernetes-lessons-in-alerting-a0b7a455e89d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033704.289916
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Lessons in Alerting'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Lessons in Alerting in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/kubernetes-pod-redundancy-strategies-a6d9b560749a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030349.936259
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Pod Redundancy Strategies'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Pod Redundancy Strategies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/managed-kubernetes-services-compared-gke-vs-eks-vs-aks-df1ecb22bba0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030982.654029
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Managed Kubernetes Services Compared: GKE vs. EKS vs. AKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Managed Kubernetes Services Compared: GKE vs. EKS vs. AKS in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/rabbitmq-vs-kafka-1ef22a041793:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033805.691415
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: **RabbitMQ vs. Kafka**'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    **RabbitMQ vs. Kafka** in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/the-roles-of-service-mesh-and-api-gateways-in-microservice-architecture-f6e7dfd61043:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029325.437588
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: The Roles of Service Mesh and API Gateways in Microservice Architecture'
    \U0001F31F"
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    The Roles of Service Mesh and API Gateways in Microservice Architecture' \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/virtual-clusters-for-kubernetes-benefits-use-cases-a4eee1c5c5a5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029267.771112
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Virtual Clusters for Kubernetes — Benefits and Use Cases
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Virtual
    Clusters for Kubernetes — Benefits and Use Cases in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/better-programming/why-not-use-kubernetes-52a89ada5e22:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033913.550146
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Why Not Use Kubernetes?'
  v1_locations:
  - docs/kubernetes-alternatives.md
  v2_locations:
  - kubernetes-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Why Not Use Kubernetes? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/beyn-technology/is-nginx-dead-is-traefik-v3-20-faster-than-traefik-v2-f28ffb7eed3e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029482.618524
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/beyn-technology: Is Nginx dead? Is Traefik v3 20% faster than''
    Traefik v2?'
  v1_locations:
  - docs/web-servers.md
  v2_locations:
  - web-servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/beyn-technology:
    Is Nginx dead? Is Traefik v3 20% faster than'' Traefik v2? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/bitgrit-data-science-publication/latexify-writing-latex-with-python-6c0fa4b2e9d5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030842.244861
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/bitgrit-data-science-publication: latexify: Writing LaTeX with''
    Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/bitgrit-data-science-publication:
    latexify: Writing LaTeX with'' Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/blablacar/leveraging-operator-pattern-and-volumesnapshots-to-backup-databases-in-kubernetes-3a28aa425100:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032457.071454
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Leveraging operator pattern and VolumeSnapshots to backup databases''
    in Kubernetes'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Leveraging operator pattern and VolumeSnapshots to backup databases'' in Kubernetes
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/blablacar/operating-node-js-in-kubernetes-at-scale-at-blablacar-3afb6d5d4299:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030787.610761
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/blablacar: Operating Node.js in Kubernetes at scale at BlaBlaCar'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/blablacar:
    Operating Node.js in Kubernetes at scale at BlaBlaCar in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/brainyydude/kubernetes-scaling-replicas-69fcd44b0630:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029896.88128
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Kubernetes Scaling & Replicas \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Kubernetes Scaling & Replicas \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/buildpiper/observability-for-monitoring-microservices-top-5-ways-587871e726d0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033921.528037
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/buildpiper: Observability for Monitoring Microservices — Top''
    5 Ways!'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/buildpiper:
    Observability for Monitoring Microservices — Top'' 5 Ways! in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/bumble-tech/gitops-for-multi-cluster-k8s-environments-d305431ba6d6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030438.428769
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/bumble-tech: GitOps for multi-cluster K8s environments== \U0001F31F"
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/bumble-tech:
    GitOps for multi-cluster K8s environments== \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/capital-one-tech/focusing-on-the-devops-pipeline-topo-pal-833d15edf0bd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032184.703806
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Focusing on the DevOps Pipeline \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Focusing on the DevOps Pipeline \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/career-of-you/a-ten-step-process-for-team-leaders-to-reduce-meeting-overload-and-take-back-their-time-407cf1f8f09b
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030506.826334
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/career-of-you: A Ten-Step Process for Team Leaders to Reduce''
    Meeting Overload and Take Back Their Time'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/career-of-you:
    A Ten-Step Process for Team Leaders to Reduce'' Meeting Overload and Take Back
    Their Time in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/circuitpeople/aws-cli-with-jq-and-bash-9d54e2eabaf1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029267.772293
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: AWS CLI with jq and Bash'
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    AWS CLI with jq and Bash in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/clarusway/how-can-we-easily-and-visually-explain-the-docker-compose-53df77e9f046:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030472.938887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: How can we easily and visually explain the Docker Compose \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    How can we easily and visually explain the Docker Compose \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/cloud-foundry-foundation/installing-cf-for-k8s-on-a-kubernetes-cluster-running-on-digitalocean-acffdc652dcf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030134.991985
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Installing cf-for-k8s on a Kubernetes Cluster Running on Digital''
    Ocean'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Installing cf-for-k8s on a Kubernetes Cluster Running on Digital'' Ocean in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/cloud-native-daily/getting-started-with-ansible-a-comprehensive-guide-for-devops-beginners-fd2fb3fd7a40:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031185.89254
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/cloud-native-daily: Getting Started with Ansible: A Comprehensive''
    Guide for DevOps Beginners'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/cloud-native-daily:
    Getting Started with Ansible: A Comprehensive'' Guide for DevOps Beginners in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/cloud-native-daily/how-to-securely-manage-terraform-state-file-in-aws-using-terraform-7c20b211c9cb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030986.078233
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/cloud-native-daily: How to Securely Manage Terraform State File''
    in AWS Using Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/cloud-native-daily:
    How to Securely Manage Terraform State File'' in AWS Using Terraform in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/cloud-native-daily/why-you-shouldnt-fear-to-adopt-opentelemetry-for-observability-fcb6371ea8fe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029325.395013
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/cloud-native-daily: Why You Shouldn’t Fear to Adopt OpenTelemetry''
    for Observability'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/cloud-native-daily:
    Why You Shouldn’t Fear to Adopt OpenTelemetry'' for Observability in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/cloud-techies/application-inventory-using-system-manager-f3eeb75d3279:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029556.330521
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Fetch Application Inventory using Systems Manager'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Fetch Application Inventory using Systems Manager in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/cloud-techies/blocking-bots-using-aws-waf-d449e6d159ca:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029464.770811
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Blocking bots using AWS WAF'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Blocking bots using AWS WAF in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/cloud-techies/useful-commands-solutions-49f1c1b4e033:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029163.312392
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Useful Commands/Solutions'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Useful Commands/Solutions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/cloudandthings/terraform-git-commit-m-all-the-secrets-5dfea9b111de:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033309.121387
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: terraform | git commit -m “all the secrets” | sops tool for managing'
    secrets \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    terraform | git commit -m “all the secrets” | sops tool for managing' secrets
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/cloudnesil/kafka-streams-state-store-at-scale-390d9717b42a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029161.167159
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/cloudnesil: Kafka Streams State Store at Scale'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/cloudnesil:
    Kafka Streams State Store at Scale in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/cloudyrion/kubernetes-end-to-end-chain-exploit-c2be32688fd0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033781.909274
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/cloudyrion: Kubernetes end-to-end chain exploit'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/cloudyrion:
    Kubernetes end-to-end chain exploit in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/cloudzone/google-clouds-traffic-director-what-is-it-and-how-is-it-related-to-the-istio-service-mesh-c199acc64a6d
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029377.683273
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Google Cloud’s Traffic Director — What is it and how is it related to the
    Istio service-mesh?
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Google
    Cloud’s Traffic Director — What is it and how is it related to the Istio service-mesh?
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codemonday/github-actions-for-ci-cd-with-ec2-codedeploy-and-s3-e93e75bf1ce0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029128.475722
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Create CI/CD with Github Actions + AWS EC2, CodeDeploy and S3'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Create CI/CD with Github Actions + AWS EC2, CodeDeploy and S3 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codestory/build-interactive-cli-tools-in-python-47303c50d75:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029242.824199
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Build Interactive CLI Tools in Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Build Interactive CLI Tools in Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/6-key-areas-to-improve-your-devops-performance-f4c4226feb25:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031396.763382
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: 6 key areas to improve your DevOps performance'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    6 key areas to improve your DevOps performance in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/7-best-practices-for-data-ingestion-f336c6b5128c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029158.501008
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/codex: 7 Best Practices for Data Ingestion=='
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/codex:
    7 Best Practices for Data Ingestion== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/access-application-externally-in-kubernetes-cluster-using-load-balancer-service-d1b7858d51:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029569.587695
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Access Application Externally In Kubernetes Cluster using Load Balancer''
    Service'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Access Application Externally In Kubernetes Cluster using Load Balancer'' Service
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/api-authentication-using-istio-ingress-gateway-oauth2-proxy-and-keycloak-a980c996c259:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034291.696818
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: API Authentication using Istio Ingress Gateway, OAuth2-Proxy and''
    Keycloak'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    API Authentication using Istio Ingress Gateway, OAuth2-Proxy and'' Keycloak in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/capture-tcpdump-with-ksniff-and-wireshark-from-kubernetes-c212b93ff9f9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031012.153783
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: Capture tcpdump with ksniff and wireshark from Kubernetes'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    Capture tcpdump with ksniff and wireshark from Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/create-a-pod-in-kubernetes-cluster-b9e0c33bb904:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033609.451254
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Create A Pod In Kubernetes Cluster'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Create A Pod In Kubernetes Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/create-kubernetes-cluster-on-aws-eks-6ced4c488e62:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030673.581629
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Create Kubernetes Cluster On AWS EKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Create Kubernetes Cluster On AWS EKS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/create-kubernetes-cluster-using-linode-lke-4f9c71d03a8d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029322.491136
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Create Kubernetes Cluster Using Linode LKE'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Create Kubernetes Cluster Using Linode LKE in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/ddd-events-are-complex-db4b1fb57817:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031473.508558
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: DDD — Events Are Complex'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    DDD — Events Are Complex in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/deploy-docker-image-to-kubernetes-cluster-using-jenkins-8182cc0a8de7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033258.652844
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Deploy Docker Image To Kubernetes Cluster Using Jenkins \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Deploy Docker Image To Kubernetes Cluster Using Jenkins \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/egress-traffic-control-for-nginx-ingress-controller-with-istio-proxy-sidecar-ef8f19902b43:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031752.50195
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: Egress Traffic Control for Nginx Ingress Controller with''
    Istio Proxy Sidecar'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    Egress Traffic Control for Nginx Ingress Controller with'' Istio Proxy Sidecar
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/explore-client-go-informer-patterns-4415bb5f1fbd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034226.054235
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: Explore client-go Informer Patterns'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    Explore client-go Informer Patterns in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/helm-charts-for-kubernetes-developers-dce5719d4c8c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029267.777843
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: Helm Charts For Kubernetes Developers'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    Helm Charts For Kubernetes Developers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/how-to-deploy-wordpress-on-kubernetes-part-2-df1cc9cbaa2e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032213.190237
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: How to Deploy WordPress On Kubernetes — Part 2'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    How to Deploy WordPress On Kubernetes — Part 2 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/how-to-use-the-if-else-statement-in-terraform-examples-76283b593828:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030561.543466
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/codex: How to Use the If / Else Statement in Terraform — Examples'
    \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/codex:
    How to Use the If / Else Statement in Terraform — Examples' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/kubectl-output-101-851f8e61fd51:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030339.569426
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: Kubectl Output 101'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    Kubectl Output 101 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/kubernetes-configmaps-explained-961cdd23f232:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029130.333983
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: Kubernetes ConfigMaps Explained'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    Kubernetes ConfigMaps Explained in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/kubernetes-deployment-rolling-updates-and-rollbacks-explained-e3efa6557368:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031809.664317
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Deployment — Rolling Updates and Rollbacks Explained'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Deployment — Rolling Updates and Rollbacks Explained in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/kubernetes-network-polices-are-they-really-useful-c3a153c49316:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030989.352024
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Kubernetes Network Policies: Are They Really Useful? \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Kubernetes Network Policies: Are They Really Useful? \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/kubernetes-persistent-volume-explained-fb27df29c393:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031439.952091
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/codex: Kubernetes Persistent Volume Explained=='
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/codex:
    Kubernetes Persistent Volume Explained== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/kubernetes-secrets-explained-f45baf8cefa7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030805.690239
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Secrets Explained'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Secrets Explained in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/microservices-communication-queues-topics-and-streams-597664d4b786:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031464.486172
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: Microservices Communication — Queues Topics and Streams'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    Microservices Communication — Queues Topics and Streams in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/points-to-consider-for-structuring-infrastructure-as-code-repositories-886ff58404b8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033925.03349
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: Points to Consider for Structuring Infrastructure as Code''
    Repositories'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    Points to Consider for Structuring Infrastructure as Code'' Repositories in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/push-docker-image-to-docker-hub-acc978c76ad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030970.759558
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Push Docker Image To Docker Hub'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Push Docker Image To Docker Hub in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/running-jvm-applications-on-kubernetes-beyond-java-jar-a095949f3e34:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031257.855394
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/codex: Running JVM Applications on Kubernetes: Beyond java''
    -jar=='
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/codex:
    Running JVM Applications on Kubernetes: Beyond java'' -jar== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/sealed-secrets-for-kubernetes-722d643eb658:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029487.037585
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: Sealed Secrets for Kubernetes'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    Sealed Secrets for Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/simplifying-kubernetes-deployments-with-helm-package-manager-bf834c51818d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032223.526112
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/codex: Simplifying Kubernetes Deployments With Helm Package'
    Manager== \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/codex:
    Simplifying Kubernetes Deployments With Helm Package' Manager== \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/solving-distributed-transaction-management-problem-in-microservices-architecture-586ab3087efe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030824.389668
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: MicroServices Architecture to Solve Distributed Transaction''
    Management Problem'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    MicroServices Architecture to Solve Distributed Transaction'' Management Problem
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codex/the-only-true-agency-a-software-engineer-requires-2c0816b263bc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032683.772184
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/codex: The Only True Agency A Software Engineer Requires'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/codex:
    The Only True Agency A Software Engineer Requires in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codezero-reflections/automated-build-and-deploy-pipelines-for-kubernetes-d268542cca52:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032679.019373
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Automated Build and Deploy Pipelines for Kubernetes'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Automated Build and Deploy Pipelines for Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/codezero-reflections/next-generation-kubernetes-deployments-12637eae9d68:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031020.533892
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Next Generation Kubernetes Deployments'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Next Generation Kubernetes Deployments in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/compass-true-north/governing-multi-tenant-kubernetes-clusters-with-kyverno-3e11ba4a64ad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029158.491787
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/compass-true-north: Governing Multi-Tenant Kubernetes Clusters''
    with Kyverno'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/compass-true-north:
    Governing Multi-Tenant Kubernetes Clusters'' with Kyverno in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/compass-true-north/halving-kubernetes-compute-costs-with-vertical-pod-autoscaler-df658c043301:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030506.823258
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/compass-true-north: Halving Kubernetes Compute Costs With Vertical''
    Pod Autoscaler'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/compass-true-north:
    Halving Kubernetes Compute Costs With Vertical'' Pod Autoscaler in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/comsystoreply/stream-your-database-into-kafka-with-debezium-a94b2f649664:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031084.651662
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Stream Your Database into Kafka with Debezium'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Stream Your Database into Kafka with Debezium in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/condorlabs-engineering/happy-trip-to-kubernetes-in-our-company-85ecfde573fd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029732.054058
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Happy trip to Kubernetes in our company'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Happy trip to Kubernetes in our company in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/container-talks/7-tools-to-make-kubernetes-management-easy-ba8238e6ce8d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031559.187678
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/container-talks: 7 Tools To Make Kubernetes Management Easy'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/container-talks:
    7 Tools To Make Kubernetes Management Easy in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/containers-101/best-practices-for-argo-cd-8253bcd31897:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034232.525335
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/containers-101: Argo CD Best Practices'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/containers-101:
    Argo CD Best Practices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/containers-101/docker-anti-patterns-ad2a1fcd5ce1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034104.982287
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Docker anti-patterns | Codefresh'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Docker anti-patterns | Codefresh in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/containers-101/fully-automated-canary-deployments-in-kubernetes-70a671105273:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032097.556576
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Fully automated canary deployments in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Fully automated canary deployments in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/containers-101/how-to-handle-secrets-like-a-pro-using-gitops-f3b812536434:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032582.833105
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to Handle Secrets Like a Pro Using Gitops'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to Handle Secrets Like a Pro Using Gitops in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/containers-101/how-to-install-and-upgrade-argo-cd-a64f4635f97b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029931.857387
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/containers-101: How to Install and Upgrade Argo CD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/containers-101:
    How to Install and Upgrade Argo CD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/containers-101/local-kubernetes-for-linux-minikube-vs-microk8s-1b2acad068d3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032254.65958
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Local Kubernetes for Linux — MiniKube vs MicroK8s'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Local Kubernetes for Linux — MiniKube vs MicroK8s in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/containers-101/stop-using-branches-for-deploying-to-different-gitops-environments-7111d0632402:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034422.643813
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium: Stop Using Branches for Deploying to Different GitOps Environments''
    | ostis Kapelonis=='
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium:
    Stop Using Branches for Deploying to Different GitOps Environments'' | ostis Kapelonis==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/containers-101/using-gitops-for-databases-f09a027184bb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030597.286428
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/containers-101: Using GitOps for Databases'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/containers-101:
    Using GitOps for Databases in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/containers-101/using-gitops-multiple-argo-instances-and-environments-with-argo-cd-at-scale-e6b19c86be36:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032733.980885
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/containers-101: Using GitOps, Multiple Argo Instances, and Environments''
    with Argo CD at Scale'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/containers-101:
    Using GitOps, Multiple Argo Instances, and Environments'' with Argo CD at Scale
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/containers-101/using-helm-with-gitops-555443340369:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032920.288294
  stars: 0
  title: 'medium: Using Helm with GitOps'
  v1_locations:
  - docs/helm.md
  year: N/A
https://medium.com/contino-engineering/10-things-i-wish-i-knew-before-learning-terraform-f13637a01aa6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033622.639274
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium: 10 things I wish I knew before learning Terraform (Part 1) | Ian''
    Hancock=='
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium:
    10 things I wish I knew before learning Terraform (Part 1) | Ian'' Hancock== in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/contino-engineering/10-things-i-wish-i-knew-before-learning-terraform-part-2-a15a3f85efb6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032900.109583
  stars: 0
  title: '==medium: 10 things I wish I knew before learning Terraform (Part 2) | Ian''
    Hancock=='
  v1_locations:
  - docs/terraform.md
  year: N/A
? https://medium.com/contino-engineering/data-pipeline-orchestration-using-amazon-managed-workflows-for-apache-airflow-mwaa-60e5b213a0a7
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032034.482655
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/contino-engineering: Data Pipeline Orchestration - Using Amazon''
    Managed Workflows for Apache Airflow (MWAA)'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  v2_locations:
  - cloud-arch-diagrams.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/contino-engineering:
    Data Pipeline Orchestration - Using Amazon'' Managed Workflows for Apache Airflow
    (MWAA) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/contino-engineering/integrating-gitops-deployments-in-kubernetes-using-weave-flux-9a617ea17684:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034139.010598
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Integrating GitOps Deployments in Kubernetes Using Weave Flux'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Integrating GitOps Deployments in Kubernetes Using Weave Flux in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/contino-engineering/weve-begun-to-move-towards-the-aws-cdk-and-here-s-why-69c8fad688b3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029938.813407
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/contino-engineering: We’ve begun to move towards the AWS CDK''
    and here’s why'
  v1_locations:
  - docs/aws-miscellaneous.md
  v2_locations:
  - aws-miscellaneous.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/contino-engineering:
    We’ve begun to move towards the AWS CDK'' and here’s why in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/convoy-tech/logs-offsets-near-real-time-elt-with-apache-kafka-snowflake-473da1e4d776:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029487.019217
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Logs & Offsets: (Near) Real Time ELT with Apache Kafka + Snowflake'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Logs & Offsets: (Near) Real Time ELT with Apache Kafka + Snowflake in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/cp-massive-programming/deploying-devtron-in-a-local-k8s-kind-cluster-using-terraform-cea9d4d9636:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034037.53954
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/cp-massive-programming: Deploying Devtron in a Local K8s Kind''
    Cluster using Terraform'
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/cp-massive-programming:
    Deploying Devtron in a Local K8s Kind'' Cluster using Terraform in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/cp-massive-programming/kubernetes-api-server-discovery-ac3b358e878e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031902.407425
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/cp-massive-programming: Kubernetes API Server Discovery'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/cp-massive-programming:
    Kubernetes API Server Discovery in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/credera-engineering/how-to-blue-green-deploy-an-aks-cluster-ab8f6a2cea9a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030608.690245
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/credera-engineering: How to blue-green deploy an AKS cluster=='
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/credera-engineering:
    How to blue-green deploy an AKS cluster== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/criciumadev/its-time-migrating-to-java-11-5eb3868354f9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032970.958763
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "It’s time! Migrating to Java 11 \U0001F31F"
  v1_locations:
  - docs/java_frameworks.md
  - docs/jenkins.md
  v2_locations:
  - java_frameworks.md
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering It’s
    time! Migrating to Java 11 \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/criteo-engineering/how-we-reduced-our-prometheus-infrastructure-footprint-by-a-third-8bf8171e46b1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031981.119895
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/criteo-engineering: How we reduced our Prometheus infrastructure''
    footprint by a third'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/criteo-engineering:
    How we reduced our Prometheus infrastructure'' footprint by a third in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dailymotion/deploying-apps-on-multiple-kubernetes-clusters-with-helm-19ee2b06179e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031618.13723
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/dailymotion: Deploying apps on multiple Kubernetes clusters with''
    Helm'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/dailymotion:
    Deploying apps on multiple Kubernetes clusters with'' Helm in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dailymotion/from-jenkins-to-jenkins-x-604b6cde0ce3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033823.278394
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Dailymotion’s journey from Jenkins to Jenkins X'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Dailymotion’s journey from Jenkins to Jenkins X in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/datascale/know-gomaxprocs-before-deploying-your-go-app-to-kubernetes-7a458fb63af1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029969.416881
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/datascale: Know GOMAXPROCS before deploying your GO app to Kubernetes'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/datascale:
    Know GOMAXPROCS before deploying your GO app to Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dataseries/not-using-nosql-is-good-i-stuck-to-sql-4504a67972f0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034499.41099
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Not using trendy technologies is the best thing for your Startup!'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Not using trendy technologies is the best thing for your Startup! in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dataseries/the-devops-cheat-sheet-3177d6cf361c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034557.838165
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: The DevOps Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    The DevOps Cheat Sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/design-microservices-architecture-with-patterns/microservices-distributed-caching-76828817e41b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031826.915914
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Microservices Distributed Caching'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Microservices Distributed Caching in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/design-microservices-architecture-with-patterns/monolithic-to-microservices-architecture-with-patterns-best-practices-a768272797b2
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029678.563771
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium: Monolithic to Microservices Architecture with Patterns & Best'
    Practices== \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium:
    Monolithic to Microservices Architecture with Patterns & Best' Practices== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/design-microservices-architecture-with-patterns/when-to-use-and-when-not-to-use-microservices-no-silver-bullet-3ae293faf6d
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031088.955066
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com: When to Use and When NOT to Use Microservices: No Silver Bullet=='
    \U0001F31F"
  v1_locations:
  - docs/faq.md
  v2_locations:
  - faq.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com:
    When to Use and When NOT to Use Microservices: No Silver Bullet==' \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dev-genius/securing-kubernetes-dashboard-on-eks-with-pomerium-e98c47610e2f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029565.15554
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Securing Kubernetes Dashboard on EKS with Pomerium'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Securing Kubernetes Dashboard on EKS with Pomerium in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dev-genius/technologies-tools-to-watch-in-2021-a216dfc30f25:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030189.388326
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Technologies & Tools to Watch in 2021 \U0001F31F"
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Technologies & Tools to Watch in 2021 \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dev-genius/ultimate-kubernetes-resource-planning-guide-449a4fddd1d6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030583.047118
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Ultimate Kubernetes Resource Planning Guide'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Ultimate Kubernetes Resource Planning Guide in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dev-jam/tibco-bw-vs-apache-camel-9552a5f4e6be:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033569.943669
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/dev-jam: TIBCO Business Works vs. Apache Camel — A short Comparison'
    \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/dev-jam:
    TIBCO Business Works vs. Apache Camel — A short Comparison' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/develeap/cutting-down-kubernetes-costs-cast-ai-vs-karpenter-20f6788b4c67:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032679.022881
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/develeap: Cutting down Kubernetes Costs: Cast.ai vs. Karpenter'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/develeap:
    Cutting down Kubernetes Costs: Cast.ai vs. Karpenter in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/developer-purpose/think-before-you-code-engineerings-most-underrated-advice-40b47e08a3fc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032172.907014
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/developer-purpose: Think before you code. Engineering’s most''
    underrated advice'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/developer-purpose:
    Think before you code. Engineering’s most'' underrated advice in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/devgurus/building-production-grade-eks-clusters-using-terraform-df016d239a54:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032832.895648
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/devgurus: Building production grade EKS clusters using Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/devgurus:
    Building production grade EKS clusters using Terraform in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/devops-dudes/devops-and-databases-the-forgotten-automation-95325b2d3c89:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032345.564605
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: DevOps and Databases — The forgotten automation'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    DevOps and Databases — The forgotten automation in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/devops-dudes/do-i-need-to-learn-kubernetes-a3dd9a7f9e9b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031163.865758
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Do I need to learn Kubernetes?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Do I need to learn Kubernetes? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands-on-in-2020-832c29db936a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031406.275406
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Top 7 Best CI/CD Tools you should get your hands on in 2020'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Top 7 Best CI/CD Tools you should get your hands on in 2020 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/devops-mojo/kubernetes-difference-between-deployment-and-statefulset-in-k8s-deployments-vs-statefulsets-855f9e897091
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032949.847877
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes — Difference between Deployment and StatefulSet in K8s'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes — Difference between Deployment and StatefulSet in K8s in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/devops-mojo/kubernetes-open-standards-oci-cri-cni-csi-smi-cpi-overview-what-is-k8s-open-standards-introduction-a860905af6f7
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030741.936091
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/devops-mojo: Kubernetes — Open Standards (OCI, CRI, CNI, CSI,''
    SMI, CPI) Overview'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/devops-mojo:
    Kubernetes — Open Standards (OCI, CRI, CNI, CSI,'' SMI, CPI) Overview in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/devops-mojo/kubernetes-probes-liveness-readiness-startup-overview-introduction-to-probes-types-configure-health-checks-206ff7c24487
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030854.229897
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/devops-mojo: Kubernetes — Probes (Liveness, Readiness, and Startup)''
    Overview'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/devops-mojo:
    Kubernetes — Probes (Liveness, Readiness, and Startup)'' Overview in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/devops-mojo/kubernetes-role-based-access-control-rbac-overview-introduction-rbac-with-kubernetes-what-is-2004d13195df
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029487.001507
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/devops-mojo: Kubernetes — Role-Based Access Control (RBAC) Overview'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/devops-mojo:
    Kubernetes — Role-Based Access Control (RBAC) Overview in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/devops-mojo/terraform-provision-amazon-eks-cluster-using-terraform-deploy-create-aws-eks-kubernetes-cluster-tf-4134ab22c594
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031113.213406
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/devops-mojo: Terraform — Provision Amazon EKS Cluster using Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/devops-mojo:
    Terraform — Provision Amazon EKS Cluster using Terraform in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/devops-mojo/terraform-remote-states-overview-what-is-terraform-remote-state-storage-introduction-936223a0e9d0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030882.667348
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Terraform — Remote States Overview \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Terraform — Remote States Overview \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/devops-mojo/terraform-workspaces-overview-what-is-terraform-workspace-introduction-getting-started-519848392724
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033081.355431
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/devops-mojo: Terraform — Workspaces Overview== \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/devops-mojo:
    Terraform — Workspaces Overview== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/devops-techable/gitops-with-argocd-running-in-kubernetes-for-deployment-processing-c5d21770ca97:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033510.934505
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/devops-techable: GitOps with ArgoCD running in Kubernetes for''
    deployment processing'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/devops-techable:
    GitOps with ArgoCD running in Kubernetes for'' deployment processing in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/devops-techable/setup-monitoring-with-prometheus-and-grafana-in-kubernetes-start-monitoring-your-kubernetes-a3071f083fa6
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030339.554745
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/devops-techable: Setup monitoring with Prometheus and Grafana''
    in Kubernetes — Start monitoring your Kubernetes cluster resources'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/devops-techable:
    Setup monitoring with Prometheus and Grafana'' in Kubernetes — Start monitoring
    your Kubernetes cluster resources in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/devops-techable/up-and-running-with-amazon-managed-service-for-prometheus-6fd12e56bff6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030528.896174
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Up and running with Amazon Managed Service for Prometheus'
  v1_locations:
  - docs/aws-monitoring.md
  v2_locations:
  - aws-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Up and running with Amazon Managed Service for Prometheus in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/devopslinks/why-should-terraform-be-one-of-your-devops-tools-29ae15861b1f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032287.589772
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Why should Terraform be one of your DevOps tools?'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Why should Terraform be one of your DevOps tools? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/devoptimism/devops-platform-engineering-a-necessary-love-story-of-efficiency-783dff78fd81:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030891.177168
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/devoptimism: DevOps+Platform Engineering: A Necessary Love Story''
    of Efficiency'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/devoptimism:
    DevOps+Platform Engineering: A Necessary Love Story'' of Efficiency in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/digitalfrontiers/microservices-in-rust-with-kafka-2b671295b24e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032162.910307
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Microservices in Rust with Kafka'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Microservices in Rust with Kafka in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/directeam/kubernetes-resources-under-the-hood-part-1-4f2400b6bb96:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031793.431378
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/directeam: Kubernetes resources under the hood — Part 1== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/directeam:
    Kubernetes resources under the hood — Part 1== \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/directeam/kubernetes-resources-under-the-hood-part-2-6eeb50197c44:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032074.112731
  stars: 0
  title: "==medium.com/directeam: Kubernetes resources under the hood — Part 2== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://medium.com/directeam/kubernetes-resources-under-the-hood-part-3-6ee7d6015965:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030525.393715
  stars: 0
  title: "==medium.com/directeam: Kubernetes resources under the hood — Part 3== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://medium.com/dkatalis/component-team-vs-feature-team-in-a-nutshell-60c58671496f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033730.961657
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/dkatalis: Component Team vs Feature Team in a Nutshell \U0001F31F"
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/dkatalis:
    Component Team vs Feature Team in a Nutshell \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dkatalis/creating-a-mutating-webhook-for-great-good-b21acb941207:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032195.511853
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/dkatalis: Creating a Mutating Webhook for Great Good! Or: how''
    to automatically provision Pods on a specific node pool'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/dkatalis:
    Creating a Mutating Webhook for Great Good! Or: how'' to automatically provision
    Pods on a specific node pool in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dlt-labs-publication/grpc-vs-rest-performance-test-using-jmeter-f17e5ba1c23b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032574.491282
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/dlt-labs-publication: gRPC vs. REST — Performance Test using''
    JMeter'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/dlt-labs-publication:
    gRPC vs. REST — Performance Test using'' JMeter in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dlt-labs-publication/kubernetes-understanding-pod-affinity-taint-toleration-2f9b9b218dd5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032970.975845
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/dlt-labs-publication: Kubernetes: Understanding Pod Affinity,''
    Taint & Toleration'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/dlt-labs-publication:
    Kubernetes: Understanding Pod Affinity,'' Taint & Toleration in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dna-technology/why-we-dropped-event-sourcing-with-kafka-streams-when-given-a-second-chance-b904a80bc4be:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034516.764381
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/dna-technology: Why we dropped event sourcing with Kafka Streams''
    when given a second chance'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/dna-technology:
    Why we dropped event sourcing with Kafka Streams'' when given a second chance
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/dotnet-hub/introduction-to-cloud-native-application-architecture-what-is-cloud-native-architecture-overview-benefits-e9be9aca0dd3
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032087.695489
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/dotnet-hub: Software Architecture — Introduction to Cloud Native'
    Application Architecture== \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/dotnet-hub:
    Software Architecture — Introduction to Cloud Native' Application Architecture==
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/draftkings-engineering/draftkings-workshop-demystifying-kubernetes-4ce86c187408:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031608.942053
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: DraftKings Kubernetes Workshop: Hands-on Learning in K8s (with Video''
    Walkthrough)'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    DraftKings Kubernetes Workshop: Hands-on Learning in K8s (with Video'' Walkthrough)
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/dynatrace-engineering/how-to-combine-and-automate-infrastructure-and-application-deployment-in-a-microservice-environment-a16b664bb8b5
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030931.494985
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/dynatrace-engineering: How to combine and automate infrastructure''
    and application deployment in a microservice environment'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/dynatrace-engineering:
    How to combine and automate infrastructure'' and application deployment in a microservice
    environment in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dynatrace-engineering/how-we-are-redesigning-our-microservices-deployment-strategy-c567e310a42e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032376.211833
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How we are redesigning our microservices deployment strategy'
  v1_locations:
  - docs/keptn.md
  v2_locations:
  - keptn.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How we are redesigning our microservices deployment strategy in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dynatrace-engineering/kubernetes-security-best-practices-part-2-network-policies-405b36ed9d94:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031146.503416
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/dynatrace-engineering: Kubernetes Security Best Practices Part''
    2: Network Policies'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/dynatrace-engineering:
    Kubernetes Security Best Practices Part'' 2: Network Policies in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/dzerolabs/kubernetes-saved-today-f-cked-tomorrow-a-rant-azure-key-vault-secrets-%C3%A0-la-kubernetes-fc3be5e65d18
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030248.433166
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/dzerolabs: Accessing Azure Key Vault Secrets in Azure Kubernetes'
    with Secrets Store CSI Driver \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/dzerolabs:
    Accessing Azure Key Vault Secrets in Azure Kubernetes' with Secrets Store CSI
    Driver \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/dzerolabs/using-crossplane-to-provision-a-kubernetes-cluster-in-google-cloud-cf5374d765ee:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034109.309598
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Using Crossplane to Provision a Kubernetes Cluster in Google Cloud'
  v1_locations:
  - docs/crossplane.md
  v2_locations:
  - crossplane.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Using Crossplane to Provision a Kubernetes Cluster in Google Cloud in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/easyread/api-gateway-part-1-7901ba703f9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030805.710652
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: API Gateway Part 1'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    API Gateway Part 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/easyread/api-gateway-part-2-7264ee5be187:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032466.03855
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: API Gateway Part 2'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    API Gateway Part 2 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/edreams-odigeo-tech/tracing-in-edreams-odigeo-lodging-with-open-telemetry-and-grafana-tempo-bd1f20ddf49d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030710.969889
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Tracing in eDreams ODIGEO Lodging with Open Telemetry and Grafana''
    Tempo'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Tracing in eDreams ODIGEO Lodging with Open Telemetry and Grafana'' Tempo in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/edureka/aws-vs-azure-1a882339f127:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030705.711353
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: AWS vs Azure — Battle Of The Best Cloud Computing Platforms'
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    AWS vs Azure — Battle Of The Best Cloud Computing Platforms in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/edureka/jenkins-cheat-sheet-e0f7e25558a3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029364.836811
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Jenkins Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Jenkins Cheat Sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/ekino-france/kubernetes-addressing-private-ipv4-shortage-5-strategies-for-amazon-eks-1dc3df270ed8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030172.031345
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/ekino-france: Addressing private IPv4 shortage: 5 Strategies''
    for Amazon EKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/ekino-france:
    Addressing private IPv4 shortage: 5 Strategies'' for Amazon EKS in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/elca-it/service-mesh-performance-evaluation-istio-linkerd-kuma-and-consul-d8a89390d630:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033801.751176
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/elca-it: Service Mesh Performance Evaluation — Istio, Linkerd,''
    Kuma and Consul'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/elca-it:
    Service Mesh Performance Evaluation — Istio, Linkerd,'' Kuma and Consul in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/empathyco/cloud-finops-part-4-kubernetes-cost-report-b4964be02dc3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031377.620691
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/empathyco: Cloud FinOps — Part 4: Kubernetes Cost Report=='
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/empathyco:
    Cloud FinOps — Part 4: Kubernetes Cost Report== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/empathyco/running-apache-flink-on-kubernetes-10815a26559e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029158.497383
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Running Apache Flink on Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Running Apache Flink on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/empathyco/running-apache-spark-on-kubernetes-2e64c73d0bb2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032287.59372
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Running Apache Spark on Kubernetes'
  v1_locations:
  - docs/kubernetes-bigdata.md
  v2_locations:
  - kubernetes-bigdata.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Running Apache Spark on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/enjoy-algorithm/caching-system-design-concept-500134cff300:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033415.665031
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Caching — System Design Concept \U0001F31F"
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Caching — System Design Concept \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/event-driven-utopia/a-visual-introduction-to-debezium-32563e23c6b8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030201.973516
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: A Visual Introduction to Debezium \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    A Visual Introduction to Debezium \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/event-driven-utopia/comparing-stateful-stream-processing-and-streaming-databases-c8c670f3f4bb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034309.107207
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/event-driven-utopia: Comparing Stateful Stream Processing and''
    Streaming Databases'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/event-driven-utopia:
    Comparing Stateful Stream Processing and'' Streaming Databases in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/event-driven-utopia/understanding-kafka-topic-partitions-ae40f80552e8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031758.983273
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Understanding Kafka Topic Partitions'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Understanding Kafka Topic Partitions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/everything-full-stack/deployment-strategies-argo-rollouts-1980fc0685e6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032134.543466
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/everything-full-stack: Deployment Strategies: Argo Rollouts'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/everything-full-stack:
    Deployment Strategies: Argo Rollouts in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-a-primer-on-autoscaling-7b8f0f95a928:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030339.55908
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: 1/3 Autoscaling in Kubernetes: A Primer on Autoscaling'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    1/3 Autoscaling in Kubernetes: A Primer on Autoscaling in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-options-features-and-use-cases-c8a6ce145957:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032095.000124
  stars: 0
  title: 'medium: 2/3 Autoscaling in Kubernetes: Options, Features, and Use Cases'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
? https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-why-doesnt-the-horizontal-pod-autoscaler-work-for-me-5f0094694054
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029573.089305
  stars: 0
  title: 'medium: 3/3 Autoscaling in Kubernetes: Why doesn’t the Horizontal Pod Autoscaler''
    work for me?'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://medium.com/expedia-group-tech/managing-a-federated-kubernetes-cluster-using-kubefed-v2-5f115dbdbe05:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034041.434625
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/expedia-group-tech: Manage multi-cluster Kubernetes infrastructure''
    with Kubefed v2'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/expedia-group-tech:
    Manage multi-cluster Kubernetes infrastructure'' with Kubefed v2 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/35-advanced-tutorials-to-learn-kubernetes-dae5695b1f18:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029130.335024
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 35 Advanced Tutorials to Learn Kubernetes
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering 35 Advanced
    Tutorials to Learn Kubernetes in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/attacking-kubernetes-clusters-using-the-kubelet-api-abafc36126ca:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034228.844317
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Attacking Kubernetes clusters using the Kubelet API'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Attacking Kubernetes clusters using the Kubelet API in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/autoscaling-in-kubernetes-cluster-bc55b8393a19:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030979.218468
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Auto-Scaling Your Kubernetes Workloads (K8s) \U0001F31F"
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Auto-Scaling
    Your Kubernetes Workloads (K8s) \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/be-fast-with-kubectl-1-18-ckad-cka-31be00acc443:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030248.401336
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Be fast with Kubectl 1.19 CKAD/CKA \U0001F31F"
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Be fast with Kubectl 1.19 CKAD/CKA \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/configmaps-in-kubernetes-k8s-2f2ce79d7e66:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032216.748207
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: ConfigMaps in Kubernetes (K8s)'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    ConfigMaps in Kubernetes (K8s) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/create-your-first-application-on-aws-eks-kubernetes-cluster-874ee9681293:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029634.060233
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: create your first application on aws eks kubernetes'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    create your first application on aws eks kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/do-it-all-kubernetes-dashboard-81375833e01c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034520.643442
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Do It All Kubernetes Dashboard'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Do It All Kubernetes Dashboard in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/how-to-autoscale-the-dns-service-in-a-kubernetes-cluster-cbb46ae89678:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034030.679396
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to Autoscale the DNS Service in a Kubernetes Cluster'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to Autoscale the DNS Service in a Kubernetes Cluster in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/how-to-perform-health-checks-in-kubernetes-k8s-a4e5300b1f9d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029225.489102
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to Perform Health checks in Kubernetes (K8s)'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to Perform Health checks in Kubernetes (K8s) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/individual-kubernetes-clusters-vs-shared-kubernetes-clusters-for-development-3399576b0f1f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034262.44974
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Individual Kubernetes Clusters vs. Shared Kubernetes Clusters for''
    Development'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Individual Kubernetes Clusters vs. Shared Kubernetes Clusters for'' Development
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/ingress-service-types-in-kubernetes-3e9b68b78307:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032383.212566
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Ingress service types in Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Ingress service types in Kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/kubernetes-multi-tenancy-a-best-practices-guide-88e37ef2b709:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033713.531084
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Kubernetes Multi-Tenancy — A Best Practices Guide \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Kubernetes Multi-Tenancy — A Best Practices Guide \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/namespaces-in-kubernetes-4bac49414770:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033655.377099
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: How to create Namespaces in Kubernetes? \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    How to create Namespaces in Kubernetes? \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/openshift-4-under-the-hood-ab854c3439dd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033947.446368
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "OpenShift 4 “under-the-hood” \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering OpenShift
    4 “under-the-hood” \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/pod-in-kubernetes-cluster-k8s-adeb5b901153:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031900.557338
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to configure and manage Pod in Kubernetes Cluster (K8s)'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to configure and manage Pod in Kubernetes Cluster (K8s) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/provisioning-aws-infrastructure-with-terraform-6ab885fb3fcb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033328.840451
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: How to Provision AWS Infrastructure with Terraform? \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    How to Provision AWS Infrastructure with Terraform? \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/scaling-applications-in-the-cloud-52bb6dfbac4e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031257.862507
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Scaling Applications in the Cloud'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Scaling Applications in the Cloud in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/service-types-in-kubernetes-24a1587677d6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031554.814862
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Service Types in Kubernetes? \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Service Types in Kubernetes? \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/what-is-ci-cd-pipeline-in-devops-6fba17a76e73:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029464.775681
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: What is CI/CD Pipeline in DevOps? \U0001F31F\U0001F31F"
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    What is CI/CD Pipeline in DevOps? \U0001F31F\U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/writing-your-first-kubernetes-operator-8f3df4453234:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029507.174603
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Writing Your First Kubernetes Operator'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Writing Your First Kubernetes Operator in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/faun/your-team-might-not-need-kubernetes-57240e8d554a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030202.002888
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Your team might not need Kubernetes'
  v1_locations:
  - docs/faq.md
  - docs/kubernetes-alternatives.md
  v2_locations:
  - faq.md
  - kubernetes-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Your team might not need Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/featurepreneur/dont-trash-your-changes-but-stash-em-2091a191f7db:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030553.83336
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/featurepreneur: Don’t trash your changes but stash ‘em!'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/featurepreneur:
    Don’t trash your changes but stash ‘em! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/fintechexplained/what-is-database-sharding-582b36282f97:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031438.015067
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/fintechexplained: What Is Database Sharding?=='
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/fintechexplained:
    What Is Database Sharding?== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/fiverr-engineering/how-to-share-data-between-microservices-on-high-scale-ab2bc663898d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030472.92489
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/fiverr-engineering: How to Share Data Between Microservices on''
    High Scale'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/fiverr-engineering:
    How to Share Data Between Microservices on'' High Scale in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/flant-com/calico-for-kubernetes-networking-792b41e19d69:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032920.271865
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Calico for Kubernetes networking: the basics & examples'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Calico for Kubernetes networking: the basics & examples in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/flant-com/cert-manager-lets-encrypt-ssl-certs-for-kubernetes-7642e463bbce:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031328.876719
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Using SSL certificates from Let’s Encrypt in your Kubernetes Ingress via
    cert-manager \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Using
    SSL certificates from Let’s Encrypt in your Kubernetes Ingress via cert-manager
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/flant-com/kubectl-commands-and-tips-7b33de0c5476:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031537.800635
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Ready-to-use commands and tips for kubectl'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Ready-to-use commands and tips for kubectl in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/flant-com/upgrading-mysql-percona-server-5-to-8-4bce53bdce5c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033218.018276
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Upgrading MySQL (Percona Server) from 5.7 to 8.0'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Upgrading MySQL (Percona Server) from 5.7 to 8.0 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/flare-systems/connect-services-across-kubernetes-clusters-using-teleproxy-3f317cfd8da:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032195.544297
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Connect services across Kubernetes clusters using Teleproxy'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Connect services across Kubernetes clusters using Teleproxy in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/formaloo/making-databases-as-easy-as-playing-with-legos-no-code-no-problem-ed41d4fde269:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033594.562624
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/formaloo: How no-code platforms are democratizing data science'
    and software development \U0001F31F"
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/formaloo:
    How no-code platforms are democratizing data science' and software development
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/free-code-camp/learn-kubernetes-in-under-3-hours-a-detailed-guide-to-orchestrating-containers-114ff420e882:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032337.316013
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Learn Kubernetes in Under 3 Hours: A Detailed Guide to Orchestrating''
    Containers'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Learn Kubernetes in Under 3 Hours: A Detailed Guide to Orchestrating'' Containers
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/galvanize/going-serverless-on-aws-116a04a0defd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031012.140124
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Going Serverless (on AWS)'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Going Serverless (on AWS) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/gargee-bhatnagar/how-to-create-a-custom-ami-with-image-pipeline-and-automate-its-creation-using-ec2-image-builder-7e194e39c8e9
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030220.154594
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/gargee-bhatnagar: How to Create a Custom AMI with Image Pipeline''
    and Automate its Creation Using EC2 Image Builder'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/gargee-bhatnagar:
    How to Create a Custom AMI with Image Pipeline'' and Automate its Creation Using
    EC2 Image Builder in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/a-beginners-guide-to-understanding-microservices-d2a8bae871b7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029556.338098
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: A Beginners Guide to Understanding Microservices'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    A Beginners Guide to Understanding Microservices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/a-new-pattern-that-simplifies-operator-building-39df5d021cfa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034345.585339
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: A New Pattern that Simplifies Operator Building'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    A New Pattern that Simplifies Operator Building in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/aks-with-calico-network-policies-8cdfa996e6bb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032345.56224
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: AKS with Calico Network Policies'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    AKS with Calico Network Policies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/argo-cd-a-tool-for-kubernetes-devops-c46f2881edfe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033488.693791
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Argo CD: A Tool for Kubernetes DevOps'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Argo CD: A Tool for Kubernetes DevOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/change-data-capture-using-debezium-ec48631d643a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034207.9202
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Change Data Capture — Using Debezium'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Change Data Capture — Using Debezium in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/common-pod-errors-in-kubernetes-to-watch-out-for-d808737f4ade:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033421.617215
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: Common Pod Errors in Kubernetes to Watch Out For'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    Common Pod Errors in Kubernetes to Watch Out For in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/continuous-deployment-with-azure-devops-pipelines-and-kubernetes-12fe1c70b343:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Demonstrates continuous deployment to Kubernetes clusters using Azure
    Pipelines, utilizing Helm charts and manifest-rendering tasks. In 2026, while
    direct-push deployments using Kubernetes tasks remain in use, enterprise architectures
    prefer pull-based GitOps tools (like ArgoCD or Flux) to prevent exposing cluster
    credentials to external runner systems.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - Container Orchestration
  - Kubernetes CD
  - AKS Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'medium.com/geekculture: Continuous Deployment with Azure DevOps Pipelines
    and Kubernetes'
  addition_method: manual
  v2_locations:
  - azure.md
https://medium.com/geekculture/convert-kubernetes-yaml-files-into-helm-charts-4107de079455:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032166.730576
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts'
  v1_locations:
  - docs/kubernetes-tools.md
  - docs/yaml.md
  v2_locations:
  - kubernetes-tools.md
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    Convert Kubernetes YAML Files Into Helm Charts in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://medium.com/geekculture/docker-limit-container-cpu-usage-11eb8ee0de5a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030442.971335
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/geekculture: Docker — Limit Container CPU Usage \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/geekculture:
    Docker — Limit Container CPU Usage \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/eks-kubernetes-not-ready-nodes-dafb300ed299:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033844.614126
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: EKS — Kubernetes — Not Ready nodes'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    EKS — Kubernetes — Not Ready nodes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/githubs-ai-copilot-might-get-you-sued-if-you-use-it-c1cade1ea229:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031094.100509
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: GitHub’s AI Copilot Might Get You Sued If You Use It'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    GitHub’s AI Copilot Might Get You Sued If You Use It in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/gitops-github-actions-k8s-deploy-workflow-54f0d9a1d11b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031510.422427
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: GitOps — Github Actions K8s Deploy Workflow'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    GitOps — Github Actions K8s Deploy Workflow in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/helm-advanced-commands-9365097475b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032216.737357
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/geekculture: Helm — Advanced Commands== \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/geekculture:
    Helm — Advanced Commands== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/helm-chart-wait-for-all-dependencies-before-starting-kubernetes-pods-cc0a3ddbf02b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034152.36136
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: Helm Chart Wait for All Dependencies Before Starting''
    Kubernetes Pods'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    Helm Chart Wait for All Dependencies Before Starting'' Kubernetes Pods in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/helm-how-release-information-is-stored-778d7f0b7498:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032039.030449
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: HELM — How Release Information is Stored'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    HELM — How Release Information is Stored in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/hey-chatgpt-solve-these-coding-tasks-using-python-b2e7482f2c18:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032753.879904
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: Hey ChatGPT, Automate These Tasks Using Python'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    Hey ChatGPT, Automate These Tasks Using Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/k8s-helm-dashboard-d7509c5fee88:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032045.945734
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: K8s — Helm Dashboard'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    K8s — Helm Dashboard in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/k8s-network-cni-introduction-b035d42ad68f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033280.382601
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: K8s Network — CNI Introduction'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    K8s Network — CNI Introduction in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/k8s-serviceaccount-token-313d62aee119:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033507.718954
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: K8s — ServiceAccount Token'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    K8s — ServiceAccount Token in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/k8s-troubleshooting-how-to-debug-coredns-issues-724e8b973cfc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029940.735731
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: K8s Troubleshooting — How to Debug CoreDNS Issues'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    K8s Troubleshooting — How to Debug CoreDNS Issues in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/kubectl-best-practices-c4ff809167dd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029147.507399
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: kubectl — Best Practices'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    kubectl — Best Practices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/kubernetes-deployment-explained-9b2b89dd3977:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029805.150663
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Deployment Explained'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Deployment Explained in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/kubernetes-distributing-pods-evenly-across-cluster-c6bdc9b49699:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034516.765657
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium: Kubernetes: Evenly Distribution of Pods Across Cluster Nodes==''
    |Puru Tuladhar'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium:
    Kubernetes: Evenly Distribution of Pods Across Cluster Nodes=='' |Puru Tuladhar
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/kubernetes-gateway-api-the-intro-you-need-to-read-80965f7acd82:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031031.500913
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: Kubernetes Gateway API: The Intro You Need To Read'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    Kubernetes Gateway API: The Intro You Need To Read in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/kubernetes-namespaces-vs-virtual-clusters-cc8731752972:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032097.565309
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Namespaces vs. Virtual Clusters'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Namespaces vs. Virtual Clusters in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/monitoring-microservices-part-1-observability-b2b44fa3e67e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030461.917509
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Monitoring Microservices - Part 1: Observability | Anderson''
    Carvalho'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Monitoring Microservices - Part 1: Observability | Anderson'' Carvalho in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/monitoring-your-system-with-docker-grafana-prometheus-node-d7fae11416f3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032949.844236
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: Monitoring your system with Docker + Grafana + Prometheus''
    + Node'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    Monitoring your system with Docker + Grafana + Prometheus'' + Node in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/provision-resources-on-aws-with-azure-devops-and-terraform-part-i-3c0de6d34fc9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034504.511108
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/geekculture: Provision resources on AWS with Azure DevOps and''
    Terraform — Part I=='
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/geekculture:
    Provision resources on AWS with Azure DevOps and'' Terraform — Part I== in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/provision-resources-on-aws-with-azure-devops-and-terraform-part-ii-45ee450139:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031807.818288
  stars: 0
  title: '==medium.com/geekculture: Provision resources on AWS with Azure DevOps and''
    Terraform — Part II=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://medium.com/geekculture/replication-controller-vs-replicasets-in-kubernetes-7b780e4d09d5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033503.584498
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Replication Controller Vs ReplicaSets in Kubernetes'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Replication Controller Vs ReplicaSets in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/rest-rpc-graphql-what-to-choose-c57c78c0593d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030705.69642
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: REST, RPC, GraphQL… What to choose?'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    REST, RPC, GraphQL… What to choose? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/setup-a-cronjob-to-execute-kubectl-or-aws-commands-c1c15dd4ff1f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031987.512182
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: Setup a CronJob to execute Kubectl or AWS commands'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    Setup a CronJob to execute Kubectl or AWS commands in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/storage-kubernetes-92eb3d027282:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030285.008177
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/geekculture: Storage | Kubernetes'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/geekculture:
    Storage | Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/terragrunt-cheat-sheet-bedafbf9d61f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034479.216195
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Terragrunt cheat sheet'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Terragrunt cheat sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/geekculture/yakd-yet-another-kubernetes-dashboard-7766bd071f30:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033046.476795
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: YAKD: Yet Another Kubernetes Dashboard'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    YAKD: Yet Another Kubernetes Dashboard in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/getdefault-in/monoliths-vs-microservices-59cff20bb106:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032181.880047
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Monoliths vs Microservices'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Monoliths vs Microservices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/getindata-blog/oauth2-based-authentication-on-istio-powered-kubernetes-clusters-2bd0999b7332:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032296.493341
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/getindata-blog: OAuth2-based authentication on Istio-powered'
    Kubernetes clusters \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/getindata-blog:
    OAuth2-based authentication on Istio-powered' Kubernetes clusters \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/gigasearch/which-elasticsearch-provider-is-right-for-you-3d596a65e704:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029988.63108
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium: Which Elasticsearch Provider is Right For You?== \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium:
    Which Elasticsearch Provider is Right For You?== \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/gitguardian/what-is-policy-as-code-an-introduction-to-open-policy-agent-dba1400bb030:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031669.278198
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/gitguardian: What is Policy-as-Code? An Introduction to Open''
    Policy Agent'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/gitguardian:
    What is Policy-as-Code? An Introduction to Open'' Policy Agent in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/globant/advantages-of-deploying-machine-learning-models-with-kubernetes-8454cc7c565e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033639.993169
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/globant: Advantages of Deploying Machine Learning models with'
    Kubernetes== \U0001F31F"
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/globant:
    Advantages of Deploying Machine Learning models with' Kubernetes== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/globant/dynamic-and-reactive-parameterization-in-jenkins-pipelines-using-html-groovy-and-bash-27b031fcd69b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030503.354545
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Dynamic and reactive parameterization in Jenkins pipelines using'
    HTML, Groovy, and Bash \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Dynamic and reactive parameterization in Jenkins pipelines using' HTML, Groovy,
    and Bash \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/globant/infrastructure-as-code-using-kubernetes-d3d329446517:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032733.983399
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/globant: Infrastructure as Code using Kubernetes'
  v1_locations:
  - docs/iac.md
  - docs/kubernetes-tools.md
  v2_locations:
  - iac.md
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/globant:
    Infrastructure as Code using Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/globant/istio-jwt-authentication-authorization-at-the-edge-b35b612acd97:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032162.904014
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/globant: Istio JWT Authentication & Authorization at the edge'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/globant:
    Istio JWT Authentication & Authorization at the edge in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/globant/monitoring-a-multi-cluster-kubernetes-deployment-9e7a418a06b7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029322.629706
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/globant: Monitoring a multi-cluster Kubernetes Deployment'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/globant:
    Monitoring a multi-cluster Kubernetes Deployment in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/globant/using-multiple-sources-for-a-helm-chart-deployment-in-argocd-cf3cd2d598fc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029070.209261
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/globant: Using multiple sources for a Helm Chart deployment in''
    ArgoCD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/globant:
    Using multiple sources for a Helm Chart deployment in'' ArgoCD in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/anthos-at-home-spinning-up-a-bare-metal-anthos-cluster-on-dumpster-servers-5bcef301cfa5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034101.478563
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/google-cloud: Anthos-at-Home: Spinning Up a Bare-Metal Anthos''
    Cluster on Dumpster Servers'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  v2_locations:
  - GoogleCloudPlatform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud:
    Anthos-at-Home: Spinning Up a Bare-Metal Anthos'' Cluster on Dumpster Servers
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/automate-terraform-documentation-like-a-pro-ed3e19998808:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034446.816199
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/google-cloud: Automate Terraform documentation like a pro!=='
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/google-cloud:
    Automate Terraform documentation like a pro!== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/automated-canary-deployments-with-flagger-and-istio-ac747827f9d1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031651.938385
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Automated canary deployments with Flagger and Istio'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Automated canary deployments with Flagger and Istio in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/google-cloud/design-your-landing-zone-design-considerations-part-4-iac-gitops-and-ci-cd-google-cloud-ae3f533c6dbd
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033424.420509
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/google-cloud: Design your Landing Zone — Design Considerations''
    Part 4— IaC, GitOps and CI/CD (Google Cloud Adoption Series)'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  v2_locations:
  - GoogleCloudPlatform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud:
    Design your Landing Zone — Design Considerations'' Part 4— IaC, GitOps and CI/CD
    (Google Cloud Adoption Series) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/gke-monitoring-84170ea44833:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032869.054347
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/google-cloud: Monitoring Kubernetes Clusters on GKE (Google Container''
    Engine)'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud:
    Monitoring Kubernetes Clusters on GKE (Google Container'' Engine) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/google-pub-sub-lite-for-kafka-users-dec8a7cfc5e5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033415.630333
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Google Pub/Sub Lite for Kafka Users'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Google Pub/Sub Lite for Kafka Users in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/handle-kubernetes-secrets-the-gitops-way-part-1-7079bd8221f3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030199.058219
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/google-cloud: Handle Kubernetes Secrets the GitOps Way — Part''
    1'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud:
    Handle Kubernetes Secrets the GitOps Way — Part'' 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/ingress-in-google-kubernetes-products-f22ded21f4ed:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031466.55852
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/google-cloud: Ingress in Google Kubernetes Products'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud:
    Ingress in Google Kubernetes Products in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/kubernetes-101-pods-nodes-containers-and-clusters-c1509e409e16:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029732.053107
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Kubernetes 101: Pods, Nodes, Containers, and Clusters'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Kubernetes 101: Pods, Nodes, Containers, and Clusters in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/kubernetes-autoscaling-with-istio-metrics-76442253a45a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032184.693418
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Kubernetes autoscaling with Istio metrics \U0001F31F"
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Kubernetes
    autoscaling with Istio metrics \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/kubernetes-ingress-vs-gateway-api-647ee233693d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033157.890784
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/google-cloud: Kubernetes Ingress Vs Gateway API== \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/google-cloud:
    Kubernetes Ingress Vs Gateway API== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/kubernetes-nodeport-vs-loadbalancer-vs-ingress-when-should-i-use-what-922f010849e0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032819.665615
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com: Kubernetes NodePort vs LoadBalancer vs Ingress? When should'
    I use what? \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com:
    Kubernetes NodePort vs LoadBalancer vs Ingress? When should' I use what? \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/running-workloads-in-kubernetes-86194d133593:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031110.866461
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/google-cloud: Running Workloads in Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/google-cloud:
    Running Workloads in Kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/security-with-kubernetes-gateway-api-dcbb934ed2a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032731.755482
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/google-cloud: Security with Kubernetes Gateway API \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/google-cloud:
    Security with Kubernetes Gateway API \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/setting-up-config-connector-with-terraform-helm-8ce2f45f48a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034446.84524
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/google-cloud: Setting up Config Connector with Terraform & Helm'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud:
    Setting up Config Connector with Terraform & Helm in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/shifting-even-further-left-on-kubernetes-resource-compliance-8f96fb8c72eb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029174.09723
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/google-cloud: Shifting (even further) Left on Kubernetes Resource''
    Compliance'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud:
    Shifting (even further) Left on Kubernetes Resource'' Compliance in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/tagged/devops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029130.371015
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: medium.com/google-cloud/tagged/devops
  v1_locations:
  - docs/GoogleCloudPlatform.md
  - docs/devops.md
  v2_locations:
  - GoogleCloudPlatform.md
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering medium.com/google-cloud/tagged/devops
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-cloud/understanding-health-checks-in-gke-gateway-api-1c89f82bfba8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031900.53303
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/google-cloud: Understanding health checks in GKE & Gateway API'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-cloud:
    Understanding health checks in GKE & Gateway API in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/google-developer-experts/getting-started-with-gke-gateway-controller-ee45c3bc8996:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030018.86644
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/google-developer-experts: Getting started with GKE Gateway controller'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/google-developer-experts:
    Getting started with GKE Gateway controller in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/greenm/top-4-aws-patterns-of-highly-available-api-d34599bfbb96:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030285.00414
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Top 4 AWS Patterns of Highly Available API'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Top 4 AWS Patterns of Highly Available API in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/groupon-eng/kubernetes-deployment-using-helm-charts-and-krane-e0100b55d00c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029628.478598
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Kubernetes Deployment using Helm Charts and Krane \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Kubernetes Deployment using Helm Charts and Krane \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/groupon-eng/loadbalancer-services-using-kubernetes-in-docker-kind-694b4207575d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032219.461772
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/groupon-eng: LoadBalancer Services using Kubernetes in Docker''
    (kind)=='
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/groupon-eng:
    LoadBalancer Services using Kubernetes in Docker'' (kind)== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/groupon-eng/scaling-millions-of-geospatial-queries-per-minute-using-redis-7c05bcf6b4db:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033040.421338
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Scaling Millions of Geospatial Queries per minute using Redis'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Scaling Millions of Geospatial Queries per minute using Redis in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/gumgum-tech/5-things-we-overlooked-when-putting-our-first-app-on-kubernetes-58583c1783e4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031782.045077
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: 5 Things We Overlooked When Deploying Our First App on Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    5 Things We Overlooked When Deploying Our First App on Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/gumgum-tech/how-to-reduce-your-prometheus-cost-6c7cc685e347:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030718.372609
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/gumgum-tech: How to reduce your Prometheus cost | Daniel Fernandez=='
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/gumgum-tech:
    How to reduce your Prometheus cost | Daniel Fernandez== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/gumgum-tech/streamlining-your-kubernetes-adoption-with-helmfile-argocd-and-gitops-211937e21e29:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033772.786741
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/gumgum-tech: Streamlining your Kubernetes adoption with Helmfile''
    / ArgoCD and GitOps'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/gumgum-tech:
    Streamlining your Kubernetes adoption with Helmfile'' / ArgoCD and GitOps in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/habasconchocos/instalaci%C3%B3n-de-java-y-visual-studio-code-en-plataformas-windows-1fa47a69497f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030608.677668
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Instalación de Java y Visual Studio Code en plataformas Windows'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Instalación de Java y Visual Studio Code en plataformas Windows in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/hackernoon/digital-transformation-for-modern-enterprises-through-devops-a-complete-guide-6f595463c7dd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030610.624578
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Digital Transformation for Modern Enterprises Through DevOps — A''
    Complete Guide'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Digital Transformation for Modern Enterprises Through DevOps — A'' Complete Guide
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/hackernoon/how-to-hire-a-devops-engineer-4e59e7847e9b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033037.062037
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/hackernoon: How to hire a DevOps Engineer'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/hackernoon:
    How to hire a DevOps Engineer in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/hackernoon/the-2018-devops-roadmap-31588d8670cb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031333.329008
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: The Complete DevOps RoadMap \U0001F31F"
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    The Complete DevOps RoadMap \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/hacking-talent/mastering-apache-kafka-on-kubernetes-strimzi-k8s-operator-2c1d21d7b89a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030685.010513
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Mastering Apache Kafka on Kubernetes — Strimzi K8s operator'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Mastering Apache Kafka on Kubernetes — Strimzi K8s operator in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/hamburger-berater-team/varnish-sharding-with-istio-in-kubernetes-402f313919aa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030710.967461
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/hamburger-berater-team: Varnish Sharding with Istio in Kubernetes'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/hamburger-berater-team:
    Varnish Sharding with Istio in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/hashicorp-engineering/coding-for-secrets-reliability-with-hashicorp-vault-2090dd8667e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034326.300364
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Coding for Secrets Reliability with HashiCorp Vault'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Coding for Secrets Reliability with HashiCorp Vault in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/hashicorp-engineering/consul-kubernetes-ingress-gateways-and-l7-traffic-management-178957dcd934:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034486.847563
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Consul-Kubernetes Ingress Gateways and L7 Traffic Management'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Consul-Kubernetes Ingress Gateways and L7 Traffic Management in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/hashicorp-engineering/dont-forget-to-restrict-outbound-traffic-with-terraform-and-sentinel-c74a99129dae:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031414.423002
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Don’t Forget to Restrict Outbound Traffic with Terraform and Sentinel'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Don’t Forget to Restrict Outbound Traffic with Terraform and Sentinel in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/hashicorp-engineering/hashicorp-consul-multi-cloud-and-multi-platform-service-mesh-372a82264e8e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029225.454166
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: HashiCorp Consul: Multi-Cloud and Multi-Platform Service Mesh'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    HashiCorp Consul: Multi-Cloud and Multi-Platform Service Mesh in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/hashicorp-engineering/kittens-as-a-service-layer-7-traffic-management-security-with-consul-connect-f5965fac5aa
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030228.350996
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kittens-as-a-Service: Layer 7 Traffic Management & Security with''
    Consul Connect'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kittens-as-a-Service: Layer 7 Traffic Management & Security with'' Consul Connect
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/hashicorp-engineering/securing-k8s-ingress-traffic-with-hashicorp-vault-pkiaas-and-jetstack-cert-manager-cb46195742ca
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033788.644226
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Securing K8s Ingress Traffic with HashiCorp Vault PKIaaS and JetStack''
    Cert-Manager'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Securing K8s Ingress Traffic with HashiCorp Vault PKIaaS and JetStack'' Cert-Manager
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/hashicorp-engineering/terraform-for-network-engineers-should-you-be-implementing-infrastructure-as-code-73667d27d3b8
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032877.749535
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Terraform for Network Engineers: Should you be implementing Infrastructure''
    as Code?'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Terraform for Network Engineers: Should you be implementing Infrastructure'' as
    Code? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/hepsiburadatech/hepsiburada-search-engine-on-kubernetes-1fe03a3e71a3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033759.136305
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/hepsiburadatech: Hepsiburada Search Engine on Kubernetes'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/hepsiburadatech:
    Hepsiburada Search Engine on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/hookdeck/introduction-to-message-queues-20d00373cc1f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032293.125826
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Introduction to Message Queues \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Introduction to Message Queues \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/how-tos/how-to-provisioning-dashboards-in-grafana-via-kubernetes-5d261508658d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033655.42912
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/how-tos: How To Provisioning Dashboards In Grafana via Kubernetes'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/how-tos:
    How To Provisioning Dashboards In Grafana via Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/ibm-cloud-paks-help-and-guidance-from-ibm-cloud/installing-monitoring-module-on-ibm-cloud-pak-for-multicloud-management-v1-3-0-58e5d3e5e047
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033084.313541
  stars: 0
  title: 'medium: Installing Monitoring Module on IBM Cloud Pak for MultiCloud Management'
  v1_locations:
  - docs/ibm_cloud.md
  year: N/A
https://medium.com/ibm-cloud-paks-help-and-guidance-from-ibm-cloud/tagged/cp4mcm:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033046.470196
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: tagged/cp4mcm'
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    tagged/cp4mcm in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/ibm-garage/its-time-to-stop-making-microservices-the-goal-of-modernization-71758b400287:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029138.124794
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: It’s time to stop making “Microservices” the goal of modernization'
  v1_locations:
  - docs/faq.md
  v2_locations:
  - faq.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    It’s time to stop making “Microservices” the goal of modernization in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/illuminations-mirror/basic-networking-and-communication-between-pods-in-kubernetes-2e1627b03a87:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029113.097476
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/illuminations-mirror: Basic | Networking and Communication Between''
    Pods in Kubernetes'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/illuminations-mirror:
    Basic | Networking and Communication Between'' Pods in Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/infracloud-technologies/prometheus-ha-with-thanos-sidecar-or-receiver-2c8d0e585ff1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034322.601064
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Prometheus HA with Thanos Sidecar Or Receiver?'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Prometheus HA with Thanos Sidecar Or Receiver? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/inside-personio/graceful-shutdown-of-fpm-and-nginx-in-kubernetes-f362369dff22:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032968.824116
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Graceful shutdown of fpm and nginx in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Graceful shutdown of fpm and nginx in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/interviewnoodle/shift-from-monolith-to-cqrs-a34bab75617e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030934.26114
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/interviewnoodle: Shift from Monolith to CQRS== \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/interviewnoodle:
    Shift from Monolith to CQRS== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/is-it-observable/how-to-collect-metrics-in-a-kubernetes-cluster-9ad4a69aafb0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029949.84733
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/is-it-observable: How to collect metrics in a Kubernetes cluster'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/is-it-observable:
    How to collect metrics in a Kubernetes cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/israeli-tech-radar/how-to-create-a-monitoring-stack-using-kube-prometheus-stack-part-1-eff8bf7ba9a9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031559.175573
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/israeli-tech-radar: How to create a Monitoring Stack using Kube-Prometheus-stack''
    (Part 1)'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/israeli-tech-radar:
    How to create a Monitoring Stack using Kube-Prometheus-stack'' (Part 1) in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/israeli-tech-radar/karpenter-and-the-future-of-kubernetes-4ab7428b7f87:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032134.577397
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/israeli-tech-radar: Karpenter, and the future of Kubernetes'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/israeli-tech-radar:
    Karpenter, and the future of Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/itnext/atomic-configmap-updates-in-kubernetes-how-symlinks-and-kubelet-make-it-happen-21a44338c247:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034235.002974
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Atomic ConfigMap Updates in Kubernetes: How Symlinks and Kubelet Make It''
    Happen'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Atomic
    ConfigMap Updates in Kubernetes: How Symlinks and Kubelet Make It'' Happen in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/itnext/introducing-k8studio-v3-the-ultimate-kubernetes-workspace-just-got-even-better-0bc0de63642c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030688.347425
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/gquiman: K8Studio, Helm and Kubernetes management'
  v1_locations:
  - docs/helm.md
  - docs/kubernetes-tools.md
  v2_locations:
  - helm.md
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/gquiman:
    K8Studio, Helm and Kubernetes management in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/jaegertracing/jaeger-and-opentelemetry-1846f701d9f2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031414.414817
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Jaeger VS OpenTracing VS OpenTelemetry'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Jaeger VS OpenTracing VS OpenTelemetry in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/jaegertracing/jaeger-clients-and-w3c-trace-context-c2ce1b9dc390:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032920.299501
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Using Jaeger and OpenTelemetry SDKs in a mixed environment with''
    W3C Trace-Context'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Using Jaeger and OpenTelemetry SDKs in a mixed environment with'' W3C Trace-Context
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/jaegertracing/jaeger-embraces-opentelemetry-collector-90a545cbc24:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032162.909293
  stars: 0
  title: "medium.com: **Jaeger embraces OpenTelemetry collector** \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://medium.com/jamf-engineering/how-three-lines-of-configuration-solved-our-grpc-scaling-issues-in-kubernetes-ca1ff13f7f06:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033947.433064
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/jamf-engineering: How three lines of configuration solved our'
    gRPC scaling issues in Kubernetes== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/jamf-engineering:
    How three lines of configuration solved our' gRPC scaling issues in Kubernetes==
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/10-best-java-microservices-courses-with-spring-boot-and-spring-cloud-6d04556bdfed:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030230.384258
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/javarevisited: 11 Best Java Microservices Courses with Spring''
    Boot and Spring Cloud in 2022'
  v1_locations:
  - docs/elearning.md
  v2_locations:
  - elearning.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/javarevisited:
    11 Best Java Microservices Courses with Spring'' Boot and Spring Cloud in 2022
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/10-free-spring-boot-tutorials-and-courses-for-java-developers-53dfe084587e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031982.893385
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 10 Free Spring Boot Courses and Tutorials for Java Developers
  v1_locations:
  - docs/faq.md
  - docs/java_frameworks.md
  v2_locations:
  - faq.md
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering 10 Free
    Spring Boot Courses and Tutorials for Java Developers in the Kubernetes Tools
    ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/10-microservices-design-principles-every-developer-should-know-44f2f69e960f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030688.346456
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/javarevisited: Top 10 Microservices Design Principles and Best'
    Practices for Experienced Developers== \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/javarevisited:
    Top 10 Microservices Design Principles and Best' Practices for Experienced Developers==
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/50-java-collections-interview-questions-for-beginners-and-experienced-programmers-4d2c224cc5ab:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031086.59358
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 50+ Java Collections Interview Questions for Beginners and Experienced Programmers
  v1_locations:
  - docs/interview-questions.md
  v2_locations:
  - interview-questions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering 50+ Java
    Collections Interview Questions for Beginners and Experienced Programmers in the
    Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/7-best-books-to-learn-design-patterns-for-java-programmers-5627b93eefdb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031031.499786
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: 7 Best Java Design Pattern Books for Beginners and Experienced Programmers'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    7 Best Java Design Pattern Books for Beginners and Experienced Programmers in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/7-best-courses-to-master-git-and-github-for-programmers-d671859a68b2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032254.669663
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: 7 Best Courses to Master Git and Github for Programmers'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    7 Best Courses to Master Git and Github for Programmers in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/7-free-online-courses-to-learn-kubernetes-in-2020-3b8a68ec7abc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030422.405342
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/javarevisited: 8 Best Free Kubernetes Courses for Beginners in''
    2022'
  v1_locations:
  - docs/kubernetes-tutorials.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-tutorials.md
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/javarevisited:
    8 Best Free Kubernetes Courses for Beginners in'' 2022 in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/best-https-ssl-and-tls-courses-for-beginners-4437661250b3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031735.332049
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/javarevisited: 5 Best HTTPS, SSL and TLS Courses for Beginners''
    in 2022'
  v1_locations:
  - docs/networking.md
  v2_locations:
  - networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/javarevisited:
    5 Best HTTPS, SSL and TLS Courses for Beginners'' in 2022 in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/distributed-transaction-management-in-microservices-part-1-bb7dc1fbee9f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032216.761686
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/javarevisited: Distributed Transaction Management in Microservices'
    — Part 1 \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/javarevisited:
    Distributed Transaction Management in Microservices' — Part 1 \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/do-you-know-about-the-different-microservices-frameworks-for-java-90b61f8cdbd7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031190.12138
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/javarevisited: Do you know about the different microservices'
    frameworks for Java? \U0001F31F"
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/javarevisited:
    Do you know about the different microservices' frameworks for Java? \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/logging-in-java-log4j-vs-logback-vs-slf4j-88c533088d2a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029899.088792
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/javarevisited: Logging in Java — Log4j vs Logback vs SLF4J=='
    \U0001F31F"
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/javarevisited:
    Logging in Java — Log4j vs Logback vs SLF4J==' \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/microservices-communication-part-1-every-programmer-must-know-7c6607d2d563:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030172.033887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/javarevisited: Microservices Communication part 1-every programmer'
    must know== \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/javarevisited:
    Microservices Communication part 1-every programmer' must know== \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/microservices-communication-part-2-sync-vs-async-vs-hybrid-23d057e137d8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031645.256796
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/javarevisited: Microservices Communication — part 2— Sync vs''
    Async vs Hybrid?'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/javarevisited:
    Microservices Communication — part 2— Sync vs'' Async vs Hybrid? in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/microservices-communication-using-grpc-protocol-dc3a2f8b648d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031450.785736
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/javarevisited: Microservices communication using gRPC Protocol=='
  v1_locations:
  - docs/api.md
  - docs/introduction.md
  v2_locations:
  - api.md
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/javarevisited:
    Microservices communication using gRPC Protocol== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/podman-getting-started-e7fc06961994:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031499.316163
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Podman: Getting Started'
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Podman: Getting Started in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/javarevisited/top-15-online-courses-to-learn-docker-kubernetes-and-aws-for-fullstack-developers-and-devops-d8cc4f16e773
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030861.530566
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Top 15 Online Courses to Learn Docker, Kubernetes, and AWS for''
    Fullstack Developers and DevOps Engineers'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Top 15 Online Courses to Learn Docker, Kubernetes, and AWS for'' Fullstack Developers
    and DevOps Engineers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/top-5-courses-to-learn-microservices-in-java-and-spring-framework-e9fed1ba804d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032337.34937
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Top 10 Courses to Learn Microservices in Java and Spring Framework'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Top 10 Courses to Learn Microservices in Java and Spring Framework in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/top-5-frameworks-java-developers-can-learn-for-microservices-development-in-2022-848da66d6651:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031793.49865
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/javarevisited: Top 5 Frameworks Java developers can learn for''
    Microservices Development in 2022'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/javarevisited:
    Top 5 Frameworks Java developers can learn for'' Microservices Development in
    2022 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/top-performance-issues-every-developer-architect-must-know-part-1-fc1ad6e1644b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032333.336281
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/javarevisited: Top Performance issues every developer/architect''
    must know — part 1-Database=='
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/javarevisited:
    Top Performance issues every developer/architect'' must know — part 1-Database==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/javarevisited/why-microservices-are-not-silver-bullet-10-reasons-for-not-using-microservices-74f7c0fa98c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033024.77786
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/javarevisited: Why Microservices are not silver bullet? 10 Reasons''
    for NOT using Microservices'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/javarevisited:
    Why Microservices are not silver bullet? 10 Reasons'' for NOT using Microservices
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/jumia-tech/immutable-infrastructure-gitops-18d644f9c7cb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029374.191055
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/jumia-tech: Immutable Infrastructure & GitOps \U0001F31F"
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/jumia-tech:
    Immutable Infrastructure & GitOps \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/k0sproject/k0s-optimizes-start-time-adds-cluster-level-backup-restore-and-more-8ffef894a1ae:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031979.494419
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: k0s Optimizes Start Time, Adds Cluster Level Backup/Restore and''
    More'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    k0s Optimizes Start Time, Adds Cluster Level Backup/Restore and'' More in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/k0sproject/k0s-ready-for-production-20255c4b0791:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032789.773374
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: k0s Ready for Production'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    k0s Ready for Production in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/k0sproject/k0s-supports-kubernetes-1-22-a498e41bf5af:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031428.920054
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: K0s Supports Kubernetes 1.22'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    K0s Supports Kubernetes 1.22 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/k8slens/eliminating-kubernetes-complexity-for-developers-using-lens-5c199e5aff4e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030207.217132
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/k8slens: Eliminating Kubernetes Complexity for Developers Using''
    Lens'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/k8slens:
    Eliminating Kubernetes Complexity for Developers Using'' Lens in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/k8slens/how-to-give-developers-secure-access-to-kubernetes-clusters-c6025f0dd288:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032551.942521
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How To Give Developers Secure Access to Kubernetes Clusters'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How To Give Developers Secure Access to Kubernetes Clusters in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/k8slens/lens-5-released-f7e58e8842cf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030228.322112
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Lens 5 Released'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Lens 5 Released in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/k8slens/lens-6-released-vision-for-the-future-new-subscription-model-and-features-available-628ff21fe14a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032793.174792
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/k8slens: Lens 6 Released, Vision for the Future, New Subscription''
    Model and Features Available'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/k8slens:
    Lens 6 Released, Vision for the Future, New Subscription'' Model and Features
    Available in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/k8slens/lens-kubernetes-is-all-you-need-in-the-development-env-to-build-ship-and-run-5c1980a12fcf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030854.219531
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/k8slens: Lens Kubernetes is all you need in the development env''
    to build, ship, and run'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/k8slens:
    Lens Kubernetes is all you need in the development env'' to build, ship, and run
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kapitan-blog/declarative-secret-management-for-gitops-with-kapitan-b3c596eab088:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032034.460482
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Declarative secret management for GitOps with Kapitan'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Declarative secret management for GitOps with Kapitan in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/keptn/dora-metrics-automatically-for-all-your-kubernetes-workloads-42225f4b8515:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032642.42146
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/keptn: DORA metrics: automatically, for all your Kubernetes workloads'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/keptn:
    DORA metrics: automatically, for all your Kubernetes workloads in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/keptn/keptn-0-6-0-my-top-5-favorite-improvements-242d8ac1abfe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031381.517827
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Keptn 0.6.0 — My top 5 favorite improvements'
  v1_locations:
  - docs/keptn.md
  v2_locations:
  - keptn.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Keptn 0.6.0 — My top 5 favorite improvements in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kernel-space/kubeshark-wireshark-for-kubernetes-4069a5f5aa3d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032337.336042
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/kernel-space: KubeShark: Wireshark for Kubernetes'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/kernel-space:
    KubeShark: Wireshark for Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kialiproject:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032949.834432
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: kiali project'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    kiali project in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kialiproject/increasing-observability-on-istio-the-new-kiali-health-configuration-3c91852c1bfe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030970.770221
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Increasing observability on Istio: The new Kiali health configuration'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Increasing observability on Istio: The new Kiali health configuration in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kialiproject/troubleshooting-envoy-with-kiali-7f78a57b16ad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030805.692662
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Troubleshooting Envoy with Kiali'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Troubleshooting Envoy with Kiali in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kocsistem/installation-internal-nginx-ingress-for-a-private-aks-cluster-7b6386492d56:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033040.448536
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/kocsistem: Installation Internal Nginx Ingress for a Private''
    AKS Cluster'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/kocsistem:
    Installation Internal Nginx Ingress for a Private'' AKS Cluster in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kubecost/prometheus-grafana-configuration-query-examples-885b91b6ca6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033236.682549
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/kubecost: Prometheus Grafana: configuration & query examples'
    \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/kubecost:
    Prometheus Grafana: configuration & query examples' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kubehub/a-series-on-bash-scripting-eecd0293fab5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029168.829915
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/kubehub: A Series on Bash Scripting'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/kubehub:
    A Series on Bash Scripting in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kubernetes-deveops/kubernetes-deploying-application-with-persistent-storage-5068767e25f3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034330.353293
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/kubernetes-deveops: Kubernetes — Deploying Application with Persistent''
    Storage'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/kubernetes-deveops:
    Kubernetes — Deploying Application with Persistent'' Storage in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kubernetes-tutorials/cluster-level-logging-in-kubernetes-with-fluentd-e59aa2b6093a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034326.318007
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/kubernetes-tutorials: Cluster-level Logging in Kubernetes with''
    Fluentd'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/kubernetes-tutorials:
    Cluster-level Logging in Kubernetes with'' Fluentd in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kubernetes-tutorials/efficient-node-out-of-resource-management-in-kubernetes-67f158da6e59:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031037.196626
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Efficient Node Out-of-Resource Management in Kubernetes'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Efficient Node Out-of-Resource Management in Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kubernetes-tutorials/kubernetes-dns-for-services-and-pods-664804211501:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030132.279602
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes DNS for Services and Pods'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes DNS for Services and Pods in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kubernetes-tutorials/making-sense-of-taints-and-tolerations-in-kubernetes-446e75010f4e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034272.970027
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Making Sense of Taints and Tolerations in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Making Sense of Taints and Tolerations in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kubeshop-i/monokle-1-5-0-release-kubeshop-95f574563c79:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030980.927125
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/kubeshop-i: Monokle 1.5.0 Release'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/kubeshop-i:
    Monokle 1.5.0 Release in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kubeshop-i/monokle-helm-quality-kubernetes-deployments-af050fcc91db:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031351.781865
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/kubeshop-i: Monokle, Helm & Quality Kubernetes Deployments'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/kubeshop-i:
    Monokle, Helm & Quality Kubernetes Deployments in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kubeshop-i/monokle-vs-lens-vs-k9s-1d5d94d84b5c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030000.183939
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/kubeshop-i: Monokle vs. Lens vs. K9s \U0001F31F"
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/kubeshop-i:
    Monokle vs. Lens vs. K9s \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kubeshop-i/rapidly-prototype-your-apis-on-kubernetes-with-kusk-gateway-kubeshop-4006f030e8e4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033280.374544
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/kubeshop-i: Rapidly prototype your APIs on Kubernetes with Kusk'
    Gateway — Kubeshop \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/kubeshop-i:
    Rapidly prototype your APIs on Kubernetes with Kusk' Gateway — Kubeshop \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kubeshop-i/top-8-open-source-observability-testing-tools-9341a361a634:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034313.450861
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/kubeshop-i: Top 8 Open-Source Observability & Testing Tools'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/kubeshop-i:
    Top 8 Open-Source Observability & Testing Tools in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/kudos-engineering/migrating-our-cron-jobs-to-kubernetes-8597032d7622:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029992.768421
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/kudos-engineering: Migrating our cron jobs to Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/kudos-engineering:
    Migrating our cron jobs to Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/leapp-cloud/top-10-uncommon-devops-tools-you-should-know-91dadde9777e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033772.784552
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/leapp-cloud: Top 10 uncommon DevOps tools you should know'
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/leapp-cloud:
    Top 10 uncommon DevOps tools you should know in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/lego-engineering/a-journey-into-serverless-and-handling-step-function-failures-dba51b4e8e99:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031826.932945
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/lego-engineering: A Journey into Serverless and Handling Step''
    Function Failures'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/lego-engineering:
    A Journey into Serverless and Handling Step'' Function Failures in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/levvel-consulting/the-differences-between-kubernetes-and-openshift-ae778059a90e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033084.300021
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: The Differences Between Kubernetes and Openshift'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    The Differences Between Kubernetes and Openshift in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/lightricks-tech-blog/step-by-step-guide-how-to-create-a-dynamic-service-endpoint-via-k8s-api-1024309cb226:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032289.677724
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/lightricks-tech-blog: Step by Step Guide: How to create a Dynamic''
    Service Endpoint via K8S API'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/lightricks-tech-blog:
    Step by Step Guide: How to create a Dynamic'' Service Endpoint via K8S API in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/lightspeed-venture-partners/why-grafana-part-ii-2e7e42e0f7bb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030682.961215
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Why Grafana: Part II'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Why Grafana: Part II in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/lightstephq/devops-observability-and-the-need-to-tear-down-organizational-boundaries-f5d25755ff3a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032644.306981
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com: DevOps, Observability, and the need to tear down organizational'
    boundaries \U0001F31F"
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com:
    DevOps, Observability, and the need to tear down organizational' boundaries \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/linkbynet/deploying-opa-on-a-gke-cluster-da4d3d77812c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029369.327958
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Deploying Open Policy Agent (OPA) on a GKE cluster — Step by Step'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Deploying Open Policy Agent (OPA) on a GKE cluster — Step by Step in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/linux-shots/configmap-secret-reloader-automatically-add-reload-data-from-configmap-secret-to-deployments-dc245e06b92c
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031031.512389
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/linux-shots: ConfigMap Reloader — Automatically reload new data''
    from ConfigMap/Secret to deployments'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/linux-shots:
    ConfigMap Reloader — Automatically reload new data'' from ConfigMap/Secret to
    deployments in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/linux-shots/debug-kubernetes-pods-using-ephemeral-container-f01378243ff:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034034.51208
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/linux-shots: Debug Kubernetes Pods Using Ephemeral Container'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/linux-shots:
    Debug Kubernetes Pods Using Ephemeral Container in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/linux-shots/find-deprecated-api-resources-used-in-a-kubernetes-cluster-44756c1126c8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030856.450769
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  - '[LEGACY]'
  title: 'medium.com/linux-shots: Find Deprecated API Resources used in a Kubernetes''
    Cluster'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/linux-shots:
    Find Deprecated API Resources used in a Kubernetes'' Cluster in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/linux-shots/kubernetes-ingress-as-reverse-proxy-to-application-running-outside-cluster-206b6003f9cb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034454.090513
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/linux-shots: Kubernetes ingress as reverse proxy to Application''
    running outside cluster'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/linux-shots:
    Kubernetes ingress as reverse proxy to Application'' running outside cluster in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/linux-shots/use-postgresql-as-backend-storage-for-helm-de407cd9c43:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033750.7946
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/linux-shots: Use PostgreSQL database as backend storage for helm'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/linux-shots:
    Use PostgreSQL database as backend storage for helm in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/lonto-digital-services-integrator/why-we-developed-own-kubernetes-controller-to-copy-secrets-e46368ae6db9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032922.346871
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/lonto-digital-services-integrator: Why We Developed Own Kubernetes''
    Controller to Copy Secrets'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/lonto-digital-services-integrator:
    Why We Developed Own Kubernetes'' Controller to Copy Secrets in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/marionete/create-helm-charts-to-manage-kubernetes-applications-9c4235acf99e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030189.436504
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Create Helm Charts to manage Kubernetes applications'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Create Helm Charts to manage Kubernetes applications in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/marionete/how-to-expose-kubernetes-services-to-external-traffic-using-istio-gateway-1a1e6ebd8805:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031752.504065
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/marionete: How to expose Kubernetes services to external traffic''
    using Istio Gateway'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/marionete:
    How to expose Kubernetes services to external traffic'' using Istio Gateway in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/mcdonalds-technical-blog/behind-the-scenes-mcdonalds-event-driven-architecture-51a6542c0d86:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030090.946335
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/mcdonalds-technical-blog: Behind the scenes: McDonald’s event-driven''
    architecture'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/mcdonalds-technical-blog:
    Behind the scenes: McDonald’s event-driven'' architecture in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/mcdonalds-technical-blog/mcdonalds-event-driven-architecture-the-data-journey-and-how-it-works-4591d108821f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033040.449549
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/mcdonalds-technical-blog: McDonald’s event-driven architecture:''
    The data journey and how it works'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/mcdonalds-technical-blog:
    McDonald’s event-driven architecture:'' The data journey and how it works in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/medialesson/assigning-azure-built-in-roles-vs-azure-ad-built-in-roles-with-azure-cli-d1cbf56fcdbe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032087.680139
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/medialesson: Assigning Azure built-in roles vs Azure AD built-in''
    roles with Azure CLI'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/medialesson:
    Assigning Azure built-in roles vs Azure AD built-in'' roles with Azure CLI in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/medialesson/create-azure-active-directory-app-registration-with-azure-cli-3241aa3824c5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032483.457365
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/medialesson: Create Azure Active Directory App Registration''
    with Azure CLI=='
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/medialesson:
    Create Azure Active Directory App Registration'' with Azure CLI== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/microservicegeeks/introduction-to-event-driven-architecture-e94ef442d824:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031554.878398
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Introduction to Event-Driven Architecture \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Introduction to Event-Driven Architecture \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/microservices-for-net-developers/what-is-microservices-and-why-is-it-different-fac017cb8cf4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029883.462349
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: What is microservices and why is it different? \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    What is microservices and why is it different? \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/microservices-in-practice/microservices-in-practice-7a3e85b6624c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034504.485847
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Pragmatic Microservices \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Pragmatic Microservices \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/microservices-learning/how-to-implement-security-for-microservices-89b140d3e555:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029805.138752
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/microservices-learning: How to implement security for microservices=='
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/microservices-learning:
    How to implement security for microservices== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/microsoftazure/aks-different-load-balancing-options-for-a-single-cluster-when-to-use-what-abd2c22c2825:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030295.738259
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: AKS — different load balancing options. When to use what?'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    AKS — different load balancing options. When to use what? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/microsoftazure/automating-managed-prometheus-and-grafana-with-terraform-for-scalable-observability-on-azure-4e5c5409a6b1
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031642.222409
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/microsoftazure: Automating Managed Prometheus and Grafana with'
    Terraform for scalable observability on Azure Kubernetes Service and Istio \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/microsoftazure:
    Automating Managed Prometheus and Grafana with' Terraform for scalable observability
    on Azure Kubernetes Service and Istio \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/microsoftazure/going-multicloud-with-kubernetes-and-azure-front-door-f34a2f39068a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031181.217181
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Going multicloud with kubernetes and Azure Front Door'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Going multicloud with kubernetes and Azure Front Door in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/microsoftazure/secure-your-microservices-on-aks-part-2-5496bf2ba00c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030787.586878
  stars: 0
  title: "medium: Secure your Microservices on AKS — Part 2 \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
? https://medium.com/microsoftazure/ultimate-guide-for-azure-cloud-adoption-framework-for-enterprise-scale-landing-zone-bba2a385134d
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034450.048808
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/microsoftazure: Ultimate guide for Enterprise-scale landing zone''
    for Azure'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/microsoftazure:
    Ultimate guide for Enterprise-scale landing zone'' for Azure in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/mindboard/what-is-autoscaling-in-kubernetes-109c7b5d321:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030020.590184
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/mindboard: What is Autoscaling in Kubernetes?'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/mindboard:
    What is Autoscaling in Kubernetes? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/mlearning-ai/the-best-object-detection-libraries-that-i-work-with-835428a1e01e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032166.723394
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/mlearning-ai: The Best Object Detection Libraries That I Work''
    With'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/mlearning-ai:
    The Best Object Detection Libraries That I Work'' With in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/mycloudseries/must-haves-for-your-kubernetes-cluster-to-be-production-ready-dc7d1d18c4a2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030401.010724
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/mycloudseries: Must-haves for your Kubernetes Cluster to be Production''
    Ready'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/mycloudseries:
    Must-haves for your Kubernetes Cluster to be Production'' Ready in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nerd-for-tech/building-a-two-tier-architecture-for-high-availability-using-terraform-ae6296fb2126:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033823.353899
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/nerd-for-tech: Building a Two-Tier Architecture for High Availability''
    using Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/nerd-for-tech:
    Building a Two-Tier Architecture for High Availability'' using Terraform in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nerd-for-tech/common-kubernetes-errors-made-by-beginners-274b50e18a01:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033118.162451
  v1_locations:
  - docs/kubernetes-troubleshooting.md
https://medium.com/nerd-for-tech/deep-dive-into-thanos-part-i-f72ecba39f76:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030577.785007
  stars: 0
  title: 'medium.com/nerd-for-tech: Deep Dive into Thanos-Part I | Pavan Kumar'
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://medium.com/nerd-for-tech/etcd-the-easy-way-4c01e243f285:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029116.145952
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: ETCD - the Easy Way | Vaibhav Rajput'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    ETCD - the Easy Way | Vaibhav Rajput in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nerd-for-tech/exploring-kubernetes-node-architecture-3a36df6ae034:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031106.9435
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Exploring Kubernetes Node Architecture'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Exploring Kubernetes Node Architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nerd-for-tech/kubernetes-declaratively-deploying-infrastructure-iac-789f14d999c6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034104.987397
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/nerd-for-tech: Kubernetes: Declaratively Deploying Infrastructure''
    (IaC)'
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/nerd-for-tech:
    Kubernetes: Declaratively Deploying Infrastructure'' (IaC) in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nerd-for-tech/kubernetes-deploying-nginx-with-a-configmap-e8a2fe59bcb1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030231.908301
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/nerd-for-tech: Kubernetes: Deploying NGINX with a ConfigMap |''
    Chanel Jemmott'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/nerd-for-tech:
    Kubernetes: Deploying NGINX with a ConfigMap |'' Chanel Jemmott in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nerd-for-tech/one-cka-ckad-cks-requirement-mastering-kubectl-85486bc0a3aa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034345.596113
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: One CKA/CKAD/CKS requirement: Mastering Kubectl'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    One CKA/CKAD/CKS requirement: Mastering Kubectl in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nerd-for-tech/persistence-with-kubernetes-46f039d9a2ad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032762.222604
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/nerd-for-tech: Persistence with Kubernetes'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/nerd-for-tech:
    Persistence with Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nerd-for-tech/pki-certs-injection-to-k8s-pods-with-vault-agent-injector-d97482b48f3d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034454.119423
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/nerd-for-tech: PKI Certs Injection to K8s Pods with Vault Agent''
    Injector'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/nerd-for-tech:
    PKI Certs Injection to K8s Pods with Vault Agent'' Injector in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nerd-for-tech/running-services-with-knative-kong-3135c0d94dfa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030979.220902
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Running services with Knative & Kong'
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Running services with Knative & Kong in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nerd-for-tech/terraforming-the-gitops-way-9417cf4abf58:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033658.159945
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/nerd-for-tech: Terraforming the GitOps Way !!!=='
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/nerd-for-tech:
    Terraforming the GitOps Way !!!== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nerds-malt/choosing-a-ci-that-grows-at-the-same-pace-as-a-scale-up-f4e1c0648084:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033030.217907
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Choosing a CI that grows at the same pace as a scale-up \U0001F31F"
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Choosing a CI that grows at the same pace as a scale-up \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/netcracker/version-control-of-configuration-files-using-kubernetes-21673766203:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034101.463086
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/netcracker: Version Control of Configuration Files Using Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/netcracker:
    Version Control of Configuration Files Using Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/netpremacy-global-services/the-beginning-of-the-end-for-terraform-cfffcd2c5420:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033169.71623
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/netpremacy-global-services: The beginning of the end for Terraform?'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/netpremacy-global-services:
    The beginning of the end for Terraform? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nexton/kubernetes-a-practical-introduction-18a5b69e7763:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030230.383151
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes, a practical introduction'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes, a practical introduction in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/ni-tech-talk/creating-customized-kubernetes-pod-templates-using-groovy-in-jenkins-pipeline-7007f023a585:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031799.988429
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/ni-tech-talk: Creating Customized Kubernetes Pod Templates using'
    Groovy in Jenkins Pipeline \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/ni-tech-talk:
    Creating Customized Kubernetes Pod Templates using' Groovy in Jenkins Pipeline
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nontechcompany/cool-kubernetes-command-line-plugins-4b0e50362426:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030028.677964
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Cool Kubernetes command line plugins'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Cool Kubernetes command line plugins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nordcloud-engineering/upgrading-kubernetes-the-hard-way-ac533cfb4ff2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029590.098768
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Upgrading Kubernetes The Hard Way'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Upgrading Kubernetes The Hard Way in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nordnet-tech/setting-java-heap-size-inside-a-docker-container-b5a4d06d2f46:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033243.320103
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/nordnet-tech: Setting Java Heap Size Inside a Docker Container'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/nordnet-tech:
    Setting Java Heap Size Inside a Docker Container in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nordnet-tech/unlocking-kubernetes-performance-with-no-cpu-resource-limits-56d5dc33037b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033617.151304
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/nordnet-tech: Unlocking Kubernetes Performance with no CPU Resource''
    Limits'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/nordnet-tech:
    Unlocking Kubernetes Performance with no CPU Resource'' Limits in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nttlabs/buildx-kubernetes-ad0fe59b0c64:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033074.262166
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/nttlabs: Kubernetes driver for Docker BuildX'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/nttlabs:
    Kubernetes driver for Docker BuildX in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nttlabs/nerdctl-359311b32d0e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031979.486287
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: nerdctl: Docker-compatible CLI for contaiNERD'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    nerdctl: Docker-compatible CLI for contaiNERD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/nycdev/understanding-docker-volumes-mounts-and-layers-9fa17befa493:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031566.852495
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Understanding Docker Volumes, Mounts and Layers and How to Manage''
    Data in Containers'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Understanding Docker Volumes, Mounts and Layers and How to Manage'' Data in Containers
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/okteto/beginners-guide-to-kubernetes-deployments-50f066d95d2b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033674.920702
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/okteto: Beginner’s Guide to Kubernetes Deployments'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/okteto:
    Beginner’s Guide to Kubernetes Deployments in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/omio-engineering/cpu-limits-and-aggressive-throttling-in-kubernetes-c5b20bd8a718:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032681.623891
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/omio-engineering: CPU limits and aggressive throttling in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/omio-engineering:
    CPU limits and aggressive throttling in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/open-devops-academy/kubernetes-inject-the-values-of-a-configmap-in-a-container-as-a-volume-628c39f3ea43:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032762.243624
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/open-devops-academy: Learn Kubernetes: ConfigMap — Inject the''
    values of a ConfigMap in a container as a volume'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/open-devops-academy:
    Learn Kubernetes: ConfigMap — Inject the'' values of a ConfigMap in a container
    as a volume in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/opentelemetry/opentelemetry-specification-v1-0-0-tracing-edition-72dd08936978:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031752.457829
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: OpenTelemetry Specification v1.0.0, Tracing Edition'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    OpenTelemetry Specification v1.0.0, Tracing Edition in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/opstalk/securing-containers-with-red-hat-quay-and-clair-part-i-bcec8d170536:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032134.528589
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Securing Containers with Red Hat Quay and Clair — Part I'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Securing Containers with Red Hat Quay and Clair — Part I in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/opstree-technology/ansible-helm-diff-plugin-63e1cda299a3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034347.675135
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/opstree-technology: Understanding Ansible: Helm diff plugin \U0001F31F"
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/opstree-technology:
    Understanding Ansible: Helm diff plugin \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/otomi-platform/helmfile-and-argocd-better-together-f8d4587263ff:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033100.784378
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/otomi-platform: Helmfile and ArgoCD are better together'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/otomi-platform:
    Helmfile and ArgoCD are better together in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/packlinkeng/a-chance-for-newsql-databases-3bba18fea6a1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033397.80283
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: A chance for NewSQL databases'
  v1_locations:
  - docs/newsql.md
  - docs/nosql.md
  v2_locations:
  - newsql.md
  - nosql.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    A chance for NewSQL databases in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/pareture/kubernetes-bound-projected-service-account-token-volumes-might-surprise-you-434ff2cd1483:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029325.434249
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/pareture: Kubernetes Bound Projected Service Account Token Volumes''
    Might Surprise You'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/pareture:
    Kubernetes Bound Projected Service Account Token Volumes'' Might Surprise You
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/pareture/kubernetes-scaling-capacity-and-resource-planning-in-complex-clusters-97a6105b43a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033068.031723
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/pareture: Kubernetes Scaling, Capacity and Resource Planning''
    in Complex Clusters'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/pareture:
    Kubernetes Scaling, Capacity and Resource Planning'' in Complex Clusters in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/path-to-software-architect/cloud-agnostic-design-925c08e1d610:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031416.256396
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium: Cloud Agnostic Design== \U0001F31F"
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium:
    Cloud Agnostic Design== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/patilswapnilv/getting-started-with-kubernetes-networking-7e10623fc78f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030069.193292
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/patilswapnilv: Getting Started with Kubernetes Networking=='
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/patilswapnilv:
    Getting Started with Kubernetes Networking==' \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/paypal-tech/scaling-kubernetes-to-over-4k-nodes-and-200k-pods-29988fad6ed:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030132.303745
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/paypal-tech: Scaling Kubernetes to Over 4k Nodes and 200k Pods'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/paypal-tech:
    Scaling Kubernetes to Over 4k Nodes and 200k Pods in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/performance-engineering-for-the-ordinary-barbie/why-profiling-should-be-part-of-regular-software-development-workflow-8b19b7f52b38
: description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Explores the engineering benefits of integrating continuous runtime
    code profiling (CPU, Heap Allocation, Thread Locks) into developer workflows.
    Curator Insight: Advocacy for persistent tracing profiles. Live Grounding: Invaluable
    for diagnosing microservice memory leaks before deploying changes to live users.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Performance Engineering
  - Profiling
  - Development Workflow
  - Continuous Profiling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "medium.com/performance-engineering-for-the-ordinary-barbie: Why profiling
    should be part of regular software development workflow \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://medium.com/picsart-engineering/prioritizing-development-efforts-with-slos-in-microservices-109ecd9b9b92:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034484.247067
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/picsart-engineering: Prioritizing Development Efforts with SLOs''
    in Microservices'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/picsart-engineering:
    Prioritizing Development Efforts with SLOs'' in Microservices in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/pinterest-engineering/how-pinterest-runs-kafka-at-scale-ff9c6f735be:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033575.358779
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How Pinterest runs Kafka at scale'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How Pinterest runs Kafka at scale in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/pinterest-engineering/scaling-kubernetes-with-assurance-at-pinterest-a23f821168da:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033507.740261
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Scaling Kubernetes with Assurance at Pinterest'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Scaling Kubernetes with Assurance at Pinterest in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/pipedrive-engineering/how-we-choked-our-kubernetes-nodejs-services-932acc8cc2be:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033503.582362
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/pipedrive-engineering: How we choked our Kubernetes NodeJS services'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/pipedrive-engineering:
    How we choked our Kubernetes NodeJS services in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/platform-engineer/26-terraform-hacks-for-effective-infrastructure-automation-with-examples-d6d721c3d5e0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034391.780858
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/platform-engineer: 26 Terraform Hacks for Effective Infrastructure''
    Automation (With Examples)'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/platform-engineer:
    26 Terraform Hacks for Effective Infrastructure'' Automation (With Examples) in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/predictivehire/why-we-should-use-terraform-and-terragrunt-to-manage-kubernetes-with-example-code-d96aac2ff25a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034115.938778
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/predictivehire: Why we should use Terraform and Terragrunt''
    to manage Kubernetes (with example code)=='
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/predictivehire:
    Why we should use Terraform and Terragrunt'' to manage Kubernetes (with example
    code)== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-1-cc50a3642:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033622.632094
  stars: 0
  title: Part 1 — Exploring API objects
  v1_locations:
  - docs/kubernetes-client-libraries.md
  year: N/A
https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-2-using-java-ceb8a5ff7920:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034560.166139
  stars: 0
  title: Part 2 — Using the Java client framework
  v1_locations:
  - docs/kubernetes-client-libraries.md
  year: N/A
https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-3-using-python-aea5ab16f627:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032551.960525
  stars: 0
  title: Part 3 — Using the Python client framework
  v1_locations:
  - docs/kubernetes-client-libraries.md
  year: N/A
https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-4-using-go-b1d0e3c1c899:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032974.740317
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Part 4 — Using the Go client framework
  v1_locations:
  - docs/golang.md
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - golang.md
  - kubernetes-client-libraries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Part 4
    — Using the Go client framework in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-toc-84d751876650:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034211.342714
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Building stuff with the Kubernetes API — TOC \U0001F31F"
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Building stuff with the Kubernetes API — TOC \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/promyze/avoid-accidental-complexity-and-technical-debt-2dc2cdf4dd4b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032462.040376
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/promyze: Avoid accidental complexity and technical debt'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/promyze:
    Avoid accidental complexity and technical debt in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/python-in-plain-english/testing-apis-with-python-4ca51d604ffe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030220.192863
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Testing APIs with Python \U0001F31F"
  v1_locations:
  - docs/test-automation-frameworks.md
  v2_locations:
  - test-automation-frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Testing APIs with Python \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/pythoneers/mlops-tool-stack-requirement-in-machine-learning-pipeline-474b39f09dfc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029507.172079
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/pythoneers: MLOps: Tool Stack Requirement in Machine Learning''
    Pipeline'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/pythoneers:
    MLOps: Tool Stack Requirement in Machine Learning'' Pipeline in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/qe-unit/how-google-does-monorepo-revisited-8c793be20344:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033655.419033
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/qe-unit: How Google Does Monorepo (Revisited)'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/qe-unit:
    How Google Does Monorepo (Revisited) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/qe-unit/the-microservices-adoption-roadmap-e37f3f32877:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030720.586068
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/qe-unit: Microservices — Do You Need Them? Are You Ready? \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/qe-unit:
    Microservices — Do You Need Them? Are You Ready? \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/riskified-technology/from-aws-cloudformation-to-terraform-migrating-apache-kafka-32bdabdbaa59:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033569.9349
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: From AWS CloudFormation to Terraform: Migrating Apache Kafka'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    From AWS CloudFormation to Terraform: Migrating Apache Kafka in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/riskified-technology/run-kubernetes-on-aws-ec2-spot-instances-with-zero-downtime-f7327a95dea:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034291.675746
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Run Kubernetes Production Environment on EC2 Spot Instances With''
    Zero Downtime: A Complete Guide'
  v1_locations:
  - docs/kubernetes.md
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - kubernetes.md
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Run Kubernetes Production Environment on EC2 Spot Instances With'' Zero Downtime:
    A Complete Guide in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/rocco-scaramuzzi-tech/event-driven-microservice-architecture-dont-use-only-events-but-use-commands-too-b8694d370436
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030597.299639
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/rocco-scaramuzzi-tech: Event-Driven Microservice Architecture,''
    don’t use only events but use commands too!'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/rocco-scaramuzzi-tech:
    Event-Driven Microservice Architecture,'' don’t use only events but use commands
    too! in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/rtkal/distributed-cache-design-348cbe334df1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033671.544136
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/rtkal: Distributed Cache Design'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/rtkal:
    Distributed Cache Design in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/saas-infra/stabilize-your-kubernetes-microservices-with-the-correct-resources-settings-2071fa11495d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034084.201809
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/saas-infra: Stabilize Kubernetes MicroServices — The Right Resources''
    Settings'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/saas-infra:
    Stabilize Kubernetes MicroServices — The Right Resources'' Settings in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/schibsted-engineering/ultimate-terraform-project-structure-9fc7e79f6bc6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029225.452987
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/schibsted-engineering: Ultimate Terraform project structure \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/schibsted-engineering:
    Ultimate Terraform project structure \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/sciforce/strategies-of-docker-images-optimization-2ca9cc5719b6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029563.457759
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Strategies of docker images optimization'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Strategies of docker images optimization in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/scout24-engineering/how-did-we-upgrade-our-eks-clusters-from-1-15-to-1-22-without-k8s-knowledge-2c96c1a94cc1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032549.476086
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/scout24-engineering: How did we upgrade our EKS clusters from''
    1.15 to 1.22 without K8s knowledge?'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/scout24-engineering:
    How did we upgrade our EKS clusters from'' 1.15 to 1.22 without K8s knowledge?
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/sda-se/kubernetes-operator-to-the-rescue-how-our-own-mongodb-operator-improved-our-deployments-6d5ba3324abc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031377.613763
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/sda-se: Kubernetes Operator to the rescue. How our own MongoDB''
    Operator improved our deployments'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/sda-se:
    Kubernetes Operator to the rescue. How our own MongoDB'' Operator improved our
    deployments in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/searce/gitops-the-next-big-thing-for-devops-and-automation-2a9597e51559:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032054.43926
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: GitOps : The Next Big Thing for DevOps and Automation!'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    GitOps : The Next Big Thing for DevOps and Automation! in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/searce/multibranch-and-ha-pipeline-in-jenkins-with-kaniko-on-gke-8a1e7fa93403:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032779.576696
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Multibranch and HA Pipeline in Jenkins with Kaniko on GKE'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Multibranch and HA Pipeline in Jenkins with Kaniko on GKE in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/searce/spinnaker-the-hard-way-278913f3f1d8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032543.359541
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Spinnaker The Hard Way'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Spinnaker The Hard Way in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/search?q=cp4mcm:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034309.069831
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: medium.com/search?q=cp4mcm
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering medium.com/search?q=cp4mcm
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/seek-blog/microservices-in-go-2fc1570f6800:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034034.47626
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Microservices in Go'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Microservices in Go in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/serious-scrum/are-scrum-and-kanban-allies-or-enemies-9d1d27353cd7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032801.894589
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Are Scrum and Kanban Allies Or Enemies?'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Are Scrum and Kanban Allies Or Enemies? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/serious-scrum/nine-steps-to-successfully-start-your-new-product-owner-job-b276c85e3dde:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032613.186159
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Nine Steps to Successfully Start Your New Product Owner Job'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Nine Steps to Successfully Start Your New Product Owner Job in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/serious-scrum/scrum-teams-that-dont-verify-their-outcomes-are-basically-waterfall-teams-cb208acdcc61:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031448.470095
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Scrum Teams That Don’t Verify Their Outcomes Are Basically Waterfall''
    Teams'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Scrum Teams That Don’t Verify Their Outcomes Are Basically Waterfall'' Teams in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/serverless-transformation/what-a-typical-100-serverless-architecture-looks-like-in-aws-40f252cd0ecb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031215.604723
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: What a typical 100% Serverless Architecture looks like in AWS!'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    What a typical 100% Serverless Architecture looks like in AWS! in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/shoutloudz/microservice-developing-an-authentication-service-using-spring-boot-d421b8802712:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033040.414577
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/shoutloudz: Microservice: Developing an Authentication Service''
    using Spring Boot'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/shoutloudz:
    Microservice: Developing an Authentication Service'' using Spring Boot in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/simform-engineering/infrastructure-as-code-and-ci-cd-in-practice-with-aws-cdk-bd0685b361f8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030348.018428
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/simform-engineering: Infrastructure as Code and CI/CD in Practice''
    with AWS CDK'
  v1_locations:
  - docs/aws-miscellaneous.md
  v2_locations:
  - aws-miscellaneous.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/simform-engineering:
    Infrastructure as Code and CI/CD in Practice'' with AWS CDK in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/siot-govtech/kubernetes-from-scratch-35add70e8b7f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034509.680966
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/siot-govtech: Kubernetes from Scratch'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/siot-govtech:
    Kubernetes from Scratch in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/slalom-build/managing-ingress-traffic-on-kubernetes-platforms-ebd537cdfb46:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030991.034026
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/slalom-build: Managing Ingress Traffic on Kubernetes Platforms'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/slalom-build:
    Managing Ingress Traffic on Kubernetes Platforms' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/softwareimprovementgroup/ci-cd-best-practices-how-to-set-up-your-pipeline-4643eea14bfa:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033925.058946
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/softwareimprovementgroup: CI/CD best practices: How to set up''
    your pipeline'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/softwareimprovementgroup:
    CI/CD best practices: How to set up'' your pipeline in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/solo-io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032152.601639
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: medium.com/solo-io blog
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering medium.com/solo-io
    blog in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/solo-io/istio-the-easy-way-again-b0504347b7ce:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033435.823542
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/solo-io: Istio the Easy Way (Again!)'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/solo-io:
    Istio the Easy Way (Again!) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/solutions-architecture-patterns/multi-cloud-enterprise-deployment-pattern-19571604e64b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034288.341613
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Multi Cloud Enterprise Deployment Pattern'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Multi Cloud Enterprise Deployment Pattern in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/spacelift/platform-engineering-vs-devops-ade389ce819e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030235.367387
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/spacelift: Platform Engineering vs. DevOps'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/spacelift:
    Platform Engineering vs. DevOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/spacelift/terraform-best-practices-for-better-infrastructure-management-49e0859b5537:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031388.85178
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/spacelift: Terraform Best Practices for Better Infrastructure''
    Management'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/spacelift:
    Terraform Best Practices for Better Infrastructure'' Management in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/spacelift/terraform-vs-kubernetes-key-differences-and-comparison-a42847e8be1c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029366.660153
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/spacelift: Terraform vs. Kubernetes: Key Differences and Comparison'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/spacelift:
    Terraform vs. Kubernetes: Key Differences and Comparison in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/sse-blog/verify-container-image-signatures-in-kubernetes-using-notary-or-cosign-or-both-c25d9e79ec45:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029154.612033
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Verify Container Image Signatures in Kubernetes using Notary or''
    Cosign or both'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Verify Container Image Signatures in Kubernetes using Notary or'' Cosign or both
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/stakater/efficiently-expose-services-on-kubernetes-494a80f88aad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034391.795574
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com/stakater: Efficiently Expose Services on Kubernetes (part 1)'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com/stakater:
    Efficiently Expose Services on Kubernetes (part 1)' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/stakater/efficiently-expose-services-on-kubernetes-part-2-c302f135f719:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030868.325814
  stars: 0
  title: 'medium.com/stakater: Efficiently Expose Services on Kubernetes (part 2)'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://medium.com/stakater/gitops-for-kubernetes-with-jenkins-7db6304216e0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033692.2732
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: GitOps for Kubernetes with Jenkins
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering GitOps
    for Kubernetes with Jenkins in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/streamotion-tech-blog/visualising-the-cost-of-kubernetes-ca64f642de8c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034155.46032
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/streamotion-tech-blog: Visualising the Cost of Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/streamotion-tech-blog:
    Visualising the Cost of Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/summit-technology-group/karpenter-autoscaling-and-right-sizing-eks-nodes-bc6d2b83d48e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033583.458251
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/summit-technology-group: Karpenter — AutoScaling and Right-Sizing''
    EKS Nodes'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/summit-technology-group:
    Karpenter — AutoScaling and Right-Sizing'' EKS Nodes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/6-lessons-learned-from-migrating-web-application-on-production-ce9add8e63f3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034568.791983
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: 6 Lessons Learned - Migrating Application on Production'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    6 Lessons Learned - Migrating Application on Production in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/a-design-analysis-of-cloud-based-microservices-architecture-at-netflix-98836b2da45f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034223.775724
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: A Design Analysis of Cloud-based Microservices Architecture at Netflix'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    A Design Analysis of Cloud-based Microservices Architecture at Netflix in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/apache-kafka-in-a-nutshell-5782b01d9ffb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034041.40281
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Apache Kafka in a Nutshell \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Apache Kafka in a Nutshell \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/swlh/apache-kafka-startup-guide-system-design-architectures-notification-system-web-activity-tracker-6dcaf0cf8a7
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030499.568956
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Apache Kafka Startup Guide: System Design Architectures: Notification'
    System, Web Activity Tracker, ELT Pipeline, Storage System \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Apache Kafka Startup Guide: System Design Architectures: Notification' System,
    Web Activity Tracker, ELT Pipeline, Storage System \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/aws-account-security-monitoring-d7ca129d52ac:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029174.106144
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: AWS Account Security Monitoring'
  v1_locations:
  - docs/aws-monitoring.md
  v2_locations:
  - aws-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    AWS Account Security Monitoring in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/aws-config-compliance-as-code-9621eb3b7ac7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030931.490149
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/swlh: AWS Config — Compliance as Code'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/swlh:
    AWS Config — Compliance as Code in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/break-down-kubernetes-server-side-apply-5d59f6a14e26:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031392.9116
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/swlh: Break Down Kubernetes Server-Side Apply (Advanced kubectl)=='
    \U0001F31F"
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/swlh:
    Break Down Kubernetes Server-Side Apply (Advanced kubectl)==' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/building-the-ci-cd-of-the-future-creating-the-eks-cluster-e4cce4eb3500:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032034.462609
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Building the CI/CD of the Future, Creating the EKS Cluster \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Building the CI/CD of the Future, Creating the EKS Cluster \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/ci-cd-pipeline-of-jenkins-using-groovy-language-with-monitoring-on-the-top-of-kubernetes-b37f962fb0ac:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031096.669592
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: CI/CD Pipeline of Jenkins Using Groovy Language With Monitoring'
    on the Top of Kubernetes \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    CI/CD Pipeline of Jenkins Using Groovy Language With Monitoring' on the Top of
    Kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/clusterops-1-line-commit-to-upgrade-your-kubernetes-clusters-de3548124d04:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032801.895713
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: ClusterOps: 1-Line Commit to Upgrade Your Kubernetes Clusters \U0001F31F"
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    ClusterOps: 1-Line Commit to Upgrade Your Kubernetes Clusters \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/consul-in-kubernetes-pushing-to-production-223506bbe8db:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033019.40745
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Consul in Kubernetes — Pushing to Production'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Consul in Kubernetes — Pushing to Production in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/deploy-quarkus-todo-list-app-to-kubernetes-using-eclipse-jkube-c774ef6b68f0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031999.837329
  stars: 0
  title: 'medium: Deploy Quarkus Todo List App to Kubernetes Using Eclipse JKube'
  v1_locations:
  - docs/demos.md
  year: N/A
https://medium.com/swlh/deploy-your-private-docker-registry-as-a-pod-in-kubernetes-f6a489bf0180:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031600.303899
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/swlh: Deploy Your Private Docker Registry as a Pod in Kubernetes'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/swlh:
    Deploy Your Private Docker Registry as a Pod in Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/deploying-kubernetes-deciding-the-size-of-your-nodes-a115e770e09:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031671.143004
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Deploying Kubernetes — Deciding the size of your nodes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Deploying Kubernetes — Deciding the size of your nodes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/discovering-running-pods-by-using-dns-and-headless-services-in-kubernetes-7002a50747f4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030991.030273
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Discovering Running Pods By Using DNS and Headless Services in Kubernetes
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Discovering
    Running Pods By Using DNS and Headless Services in Kubernetes in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/getting-started-with-istio-524628c025:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030593.820468
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Getting started with Istio'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Getting started with Istio in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/getting-started-with-kafka-on-openshift-c44c0fdec384:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029269.741134
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Getting Started With Kafka on OpenShift'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Getting Started With Kafka on OpenShift in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/guide-okd-4-5-single-node-cluster-832693cb752b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033801.755745
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Guide OKD 4.5 Single Node Cluster'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Guide OKD 4.5 Single Node Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/helm-chart-development-guide-bbc525d3b448:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031351.761784
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Helm Chart — Development Guide \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Helm Chart — Development Guide \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/high-priority-request-queue-with-haproxy-9efd639a8992:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029377.698286
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: High priority request queue with HAProxy
  v1_locations:
  - docs/web-servers.md
  v2_locations:
  - web-servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering High priority
    request queue with HAProxy in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/how-to-become-an-devops-engineer-in-2020-80b8740d5a52:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030084.578253
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to Become a DevOps Engineer in 2020 (Shane Shown)'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to Become a DevOps Engineer in 2020 (Shane Shown) in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/how-to-deploy-an-asp-net-application-with-kubernetes-3c00c5fa1c6e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032872.676289
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to Deploy a Web Application with Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to Deploy a Web Application with Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/how-to-start-working-with-docker-containers-72b73ca60e0c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032728.544084
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: How to Start Working With Docker Containers'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    How to Start Working With Docker Containers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/im-so-sorry-openshift-i-ve-taken-you-for-granted-f36fb47ea4d9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034269.157601
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "I’m So Sorry OpenShift, I’ve Taken You for Granted \U0001F31F"
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering I’m So
    Sorry OpenShift, I’ve Taken You for Granted \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/introduction-to-istio-traffic-management-6b62c86f8cb4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033222.537218
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Introduction to Istio Traffic Management. Traffic Routing with Istio'
    by Example \U0001F31F"
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Introduction to Istio Traffic Management. Traffic Routing with Istio' by Example
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/k8s-network-policies-demystified-and-simplified-18f5ea9848e2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029988.63721
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com: K8s Network Policies Demystified and Simplified \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com:
    K8s Network Policies Demystified and Simplified \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/kong-api-gateway-zero-to-production-5b8431495ee:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030349.928346
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kong API Gateway - From Zero to Production'
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kong API Gateway - From Zero to Production in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/kubernetes-in-a-nutshell-tutorial-for-beginners-caa442dfd6c0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033030.212274
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Kubernetes in a nutshell — tutorial for beginners \U0001F31F\U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Kubernetes in a nutshell — tutorial for beginners \U0001F31F\U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/kubernetes-storage-explained-558e85596d0c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031671.183814
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Kubernetes Storage Explained \U0001F31F"
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Kubernetes Storage Explained \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/microservices-architecture-from-a-to-z-7287da1c5d28:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030461.875532
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Microservices Architecture From A to Z \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Microservices Architecture From A to Z \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/multi-tenancy-implementation-using-spring-boot-hibernate-6a8e3ecb251a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032181.881135
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium: Multi-Tenancy Implementation using Spring Boot + Hibernate== \U0001F31F"
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium:
    Multi-Tenancy Implementation using Spring Boot + Hibernate== \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/mvp-vs-mdp-viability-vs-delight-what-you-really-need-296b42df005d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029130.330582
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: MVP vs MDP = Viability vs Delight. What You Really Need?'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    MVP vs MDP = Viability vs Delight. What You Really Need? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/observability-with-istio-kiali-and-grafana-in-kubernetes-and-spring-boot-743af225c24f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034501.572546
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Observability With Istio, Kiali, and Grafana in Kubernetes and Spring'
    Boot \U0001F31F"
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Observability With Istio, Kiali, and Grafana in Kubernetes and Spring' Boot \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/oke-clusters-from-rancher-2-0-409131ad1293:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029269.732474
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: OKE Clusters from Rancher 2.0'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    OKE Clusters from Rancher 2.0 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/quick-fix-mounting-a-configmap-to-an-existing-volume-in-kubernetes-using-rancher-d01c472a10ad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034497.314811
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Quick Fix: Mounting a ConfigMap to an Existing Volume in Kubernetes''
    Using Rancher'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Quick Fix: Mounting a ConfigMap to an Existing Volume in Kubernetes'' Using Rancher
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/quickstart-ci-with-jenkins-and-docker-in-docker-c3f7174ee9ff:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030655.047309
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: quickstart ci with jenkins and docker in docker'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    quickstart ci with jenkins and docker in docker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/state-of-managed-kubernetes-2020-4be006643360:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031787.791838
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: State of Managed Kubernetes 2020'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    State of Managed Kubernetes 2020 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/swlh/terraform-how-to-use-conditionals-for-dynamic-resources-creation-6a191e041857:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034235.006702
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Terraform: How to Use Conditionals to Dynamically Create Resources'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Terraform: How to Use Conditionals to Dynamically Create Resources in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/sync-computing/top-9-lessons-learned-about-databricks-jobs-serverless-41a43e99ded5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032177.525785
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/sync-computing: Top 9 Lessons Learned about Databricks Jobs Serverless'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/sync-computing:
    Top 9 Lessons Learned about Databricks Jobs Serverless in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/tailwinds-navigator/kubernetes-tip-how-does-oomkilled-work-ba71b135993b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030569.290862
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Tip: How Does OOMKilled Work?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Tip: How Does OOMKilled Work? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/tailwinds-navigator/kubernetes-tip-how-statefulsets-behave-differently-than-deployments-when-node-fails-d29e36bca7d5
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030561.531976
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Tip: How Statefulsets Behave Differently Than Deployments''
    When Node Fails?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Tip: How Statefulsets Behave Differently Than Deployments'' When Node
    Fails? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/tailwinds-navigator/kubernetes-tip-how-to-disambiguate-a-pod-crash-to-application-or-to-kubernetes-platform-f6c1395a8d09
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029110.338687
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Kubernetes Tip: How To Disambiguate A Pod Crash To Application''
    Or To Kubernetes Platform? (CrashLoopBackOff)'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Kubernetes Tip: How To Disambiguate A Pod Crash To Application'' Or To Kubernetes
    Platform? (CrashLoopBackOff) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/tailwinds-navigator/kubernetes-tip-what-happens-to-pods-running-on-node-that-become-unreachable-3d409f734e5d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031103.001213
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Kubernetes Tip: What Happens To Pods Running On Node That Become Unreachable?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Kubernetes
    Tip: What Happens To Pods Running On Node That Become Unreachable? in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/tea-networks/kubernetes-ci-cd-pipeline-c028aea17535:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033280.407608
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/tea-networks: Kubernetes & CI/CD Pipeline'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/tea-networks:
    Kubernetes & CI/CD Pipeline in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/teamsnap-engineering/load-testing-a-service-with-20-000-requests-per-second-with-locust-helm-and-kustomize-ea9bea02ae28
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033118.150629
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/teamsnap-engineering: Load Testing a Service with ~20,000 Requests''
    per Second with Locust, Helm, and Kustomize'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/teamsnap-engineering:
    Load Testing a Service with ~20,000 Requests'' per Second with Locust, Helm, and
    Kustomize in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/tech-chronicles/helm-test-tested-my-patience-732eeab0e935:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033655.428011
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/tech-chronicles: Helm tests'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/tech-chronicles:
    Helm tests in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/tech-guides/terraform-zero-to-hero-733f6860bb9a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032900.067569
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Terraform Zero to Hero'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Terraform Zero to Hero in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/techbeatly/chain-of-events-behind-a-running-pod-149ebaafbfbc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032337.317271
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/techbeatly: Chain of events behind a running Pod'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/techbeatly:
    Chain of events behind a running Pod in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/techbeatly/container-fundamentals-part-i-445881a81b7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029710.084766
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Container Fundamentals — Part 1'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Container Fundamentals — Part 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/techbeatly/exploring-docker-alternative-podman-14674c990311:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034522.652809
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Exploring Docker alternative — Podman'
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Exploring Docker alternative — Podman in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/techbeatly/kubernetes-networking-fundamentals-d30baf8a28c8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029128.456747
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/techbeatly: Kubernetes Networking Fundamentals=='
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/techbeatly:
    Kubernetes Networking Fundamentals== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/technology-hits/incomplete-guide-for-securing-containerized-environment-78b57fc3238:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030329.977908
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/technology-hits: Incomplete Guide for Securing Containerized'
    Environment== \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/technology-hits:
    Incomplete Guide for Securing Containerized' Environment== \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/techspiration/deploying-prometheus-multi-cluster-monitoring-using-prometheus-agent-mode-a04d89afeed7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033566.782833
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/techspiration: Deploying Prometheus Multi-Cluster monitoring''
    using Prometheus Agent Mode'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/techspiration:
    Deploying Prometheus Multi-Cluster monitoring'' using Prometheus Agent Mode in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/the-ascent/quiet-people-in-meetings-are-incredible-7bb05ef9acd1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029940.773362
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/the-ascent: Quiet People in Meetings Are Incredible'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/the-ascent:
    Quiet People in Meetings Are Incredible in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/the-innovation/protect-your-terraform-state-a974027a4bb0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032076.657576
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Protect your Terraform State'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Protect your Terraform State in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/the-programmer/building-ci-cd-pipeline-with-jenkins-kubernetes-github-part-2-cbb6c366aa41:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031826.941525
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Building CI/CD Pipeline with Jenkins, Kubernetes & GitHub: Part'
    2 \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Building CI/CD Pipeline with Jenkins, Kubernetes & GitHub: Part' 2 \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/the-programmer/ci-cd-pipeline-with-jenkins-github-part-1-c057a31b5297:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030608.692113
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: DevOps CI/CD Pipeline with Jenkins, Kubernetes & GitHub: Part 1'
    \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    DevOps CI/CD Pipeline with Jenkins, Kubernetes & GitHub: Part 1' \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/the-programmer/kubernetes-fundamentals-for-absolute-beginners-architecture-components-1f7cda8ea536:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032097.573832
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Fundamentals For Absolute Beginners: Architecture & Components'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Fundamentals For Absolute Beginners: Architecture & Components in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/the-programmer/working-with-clusterip-service-type-in-kubernetes-45f2c01a89c8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029366.695103
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/the-programmer: Working With ClusterIP Service Type In Kubernetes'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/the-programmer:
    Working With ClusterIP Service Type In Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/the-programmer/working-with-service-account-in-kubernetes-df129cb4d1cc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029377.677835
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Working with Service Account In Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Working with Service Account In Kubernetes \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/the-techlife/application-life-cycle-management-kubernetes-4a52a6f8e5d8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034306.141397
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/the-techlife: Application life cycle management | Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/the-techlife:
    Application life cycle management | Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/thepeg/pipeline-performance-testing-with-jenkins-and-gatling-b7b762274680:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030436.383123
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Pipeline Performance Testing with Jenkins and Gatling'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Pipeline Performance Testing with Jenkins and Gatling in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/thermokline/kubernetes-v1-22-ends-cloud-provider-loadbalancer-lock-in-80ed7907695e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030730.030713
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes v1.22 ends Cloud Provider LoadBalancer lock-in'
  v1_locations:
  - docs/kubernetes-releases.md
  v2_locations:
  - kubernetes-releases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes v1.22 ends Cloud Provider LoadBalancer lock-in in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/tinder-engineering/tinders-move-to-kubernetes-cda2a6372f44:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034226.049679
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Tinder’s move to Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Tinder’s move to Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/tinyclues-vision/4-design-principles-for-robust-data-pipelines-5bbd40de4a43:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031552.67534
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/tinyclues-vision: 4 Design Principles for Robust Data Pipelines'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/tinyclues-vision:
    4 Design Principles for Robust Data Pipelines in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/towards-cloud-computing/7-free-aws-practice-labs-and-aws-workshops-resources-d0a861f05d3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032457.08008
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/towards-cloud-computing: 7 Free AWS Practice Labs and AWS Workshops''
    resources=='
  v1_locations:
  - docs/aws-training.md
  - docs/aws.md
  v2_locations:
  - aws-training.md
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/towards-cloud-computing:
    7 Free AWS Practice Labs and AWS Workshops'' resources== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/transferwise-engineering/running-kafka-in-kubernetes-part-1-why-we-migrated-our-kafka-clusters-to-kubernetes-722101a2e751
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030438.435019
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Running Kafka in Kubernetes, Part 1: Why we migrated our Kafka clusters''
    to Kubernetes'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Running Kafka in Kubernetes, Part 1: Why we migrated our Kafka clusters'' to Kubernetes
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/trendyol-tech/configure-rbac-in-kubernetes-like-a-boss-665e2a8665dd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032244.658566
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Configure RBAC in Kubernetes Like a Boss \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Configure
    RBAC in Kubernetes Like a Boss \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/trendyol-tech/kubernetes-io-problem-investigation-1e8aa0cf4909:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034295.381366
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/trendyol-tech: Kubernetes IO Problem Investigation'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/trendyol-tech:
    Kubernetes IO Problem Investigation in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/trendyol-tech/transaction-log-tailing-with-debezium-part-1-aeb968d72220:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032170.84078
  pattern: Transaction Log Tailing With Debezium'
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'A good explanation of how to avoid distributed transactions using outbox''
    pattern: Transaction Log Tailing With Debezium'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering A good
    explanation of how to avoid distributed transactions using outbox'' pattern: Transaction
    Log Tailing With Debezium in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/udemy-engineering/introducing-hot-and-cold-retries-on-apache-kafka-f2f23595627b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033611.955189
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/udemy-engineering: Introducing Hot and Cold Retries on Apache''
    Kafka'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/udemy-engineering:
    Introducing Hot and Cold Retries on Apache'' Kafka in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/vantageai/how-to-make-your-python-docker-images-secure-fast-small-b3a6870373a0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032420.908995
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==medium.com/vantageai: How to make your Python Docker images secure, fast'
    & small== \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==medium.com/vantageai:
    How to make your Python Docker images secure, fast' & small== \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/vedcraft/top-microservices-frameworks-in-go-762445c30dd6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034506.92866
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/vedcraft: Top Microservices Frameworks in Go'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/vedcraft:
    Top Microservices Frameworks in Go in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/velotio-perspectives/a-practical-guide-to-hashicorp-consul-part-1-5ee778a7fcf4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033435.832426
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: A Practical Guide to HashiCorp Consul — Part 1 \U0001F31F"
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    A Practical Guide to HashiCorp Consul — Part 1 \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/velotio-perspectives/a-practical-guide-to-hashicorp-consul-part-2-3c0ebc0351e8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029938.824605
  stars: 0
  title: "medium: A Practical Guide to HashiCorp Consul — Part 2 \U0001F31F"
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://medium.com/velotio-perspectives/demystifying-high-availability-in-kubernetes-using-kubeadm-3d83ed8c458b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030018.850962
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: **Demystifying High Availability in Kubernetes Using Kubeadm**'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    **Demystifying High Availability in Kubernetes Using Kubeadm** in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/velotio-perspectives/getting-started-with-kubernetes-operators-ansible-based-part-2-472eb0d453b7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032751.398934
  stars: 0
  title: 'medium.com: Getting Started With Kubernetes Operators (Ansible Based) —''
    Part 2'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://medium.com/version-1/terraform-in-real-life-lessons-learned-2469e3fe74e6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033222.51042
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Terraform in Real Life: Lessons Learned \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Terraform in Real Life: Lessons Learned \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/vmacwrites/kubernetes-audit-logs-who-created-or-deleted-a-namespace-7d55c20d2730:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032681.65432
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/vmacwrites: Kubernetes Audit Logs: Who created or deleted a namespace?'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/vmacwrites:
    Kubernetes Audit Logs: Who created or deleted a namespace? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/vmacwrites/multizone-kubernetes-and-vpc-load-balancer-setup-9664b3c9ea5d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032149.96474
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Multizone Kubernetes and VPC Load Balancer Setup with terraform'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Multizone Kubernetes and VPC Load Balancer Setup with terraform in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/volterra-io/kubernetes-storage-performance-comparison-v2-2020-updated-1c0b69f0dcf4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033359.910732
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Kubernetes Storage Performance Comparison v2 (2020 Updated) \U0001F31F"
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Kubernetes Storage Performance Comparison v2 (2020 Updated) \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/walmartglobaltech/how-do-you-decide-whether-an-individual-contributor-ic-or-engineering-manager-role-is-right-for-f46251f1a4cd
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030868.095584
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/walmartglobaltech: How Do You Decide Whether an Individual Contributor''
    (IC) or Engineering Manager Role is Right for You?'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/walmartglobaltech:
    How Do You Decide Whether an Individual Contributor'' (IC) or Engineering Manager
    Role is Right for You? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/weareservian/solution-architects-guide-to-kubernetes-persistant-storage-3c9660187e8f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030390.644818
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Solution architect’s guide to Kubernetes persistent storage'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Solution architect’s guide to Kubernetes persistent storage in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/whispering-data/the-state-of-data-engineering-2022-d6ef0f7cf607:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030720.570441
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==medium.com/whispering-data: The State of Data Engineering 2022=='
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==medium.com/whispering-data:
    The State of Data Engineering 2022== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/wind-of-change/creating-a-ci-cd-pipeline-6ff9aeb0848c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031865.33023
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Deploy your App Using CI/CD Pipeline'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Deploy your App Using CI/CD Pipeline in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/wix-engineering/4-microservices-caching-patterns-at-wix-b4dfee1ae22f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033328.844044
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: 4 Microservices Caching Patterns at Wix'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    4 Microservices Caching Patterns at Wix in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/wix-engineering/how-to-choose-the-right-database-for-your-service-97b1670c5632:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033572.528677
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium.com: How to choose the right database for your service \U0001F31F"
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium.com:
    How to choose the right database for your service \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/wix-engineering/how-to-reduce-your-jvm-app-memory-footprint-in-docker-and-kubernetes-d6e030d21298:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032333.363421
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: How to reduce your JVM app memory footprint in Docker and Kubernetes'
    \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    How to reduce your JVM app memory footprint in Docker and Kubernetes' \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/wix-engineering/troubleshooting-kafka-for-2000-microservices-at-wix-986ee382fd1e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032159.105854
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/wix-engineering: Troubleshooting Kafka for 2000 Microservices''
    at Wix'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/wix-engineering:
    Troubleshooting Kafka for 2000 Microservices'' at Wix in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://medium.com/workday-engineering/implementing-a-fully-automated-sharding-strategy-on-kubernetes-for-multi-tenanted-machine-learning-4371c48122ae
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033240.231275
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com/workday-engineering: Implementing a Fully Automated Sharding''
    Strategy on Kubernetes for Multi-tenanted Machine Learning Applications'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com/workday-engineering:
    Implementing a Fully Automated Sharding'' Strategy on Kubernetes for Multi-tenanted
    Machine Learning Applications in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/xgeeks/kubernetes-dummy-operator-in-java-6b2f26198a55:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030192.522589
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium: Kubernetes Dummy Operator in Java'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium:
    Kubernetes Dummy Operator in Java in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/zeals-tech-blog/helm-your-kubernetes-application-7af6293bcfcf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034217.233441
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.com: Helm Your Kubernetes Application'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.com:
    Helm Your Kubernetes Application in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.com/zencore/looking-for-gpu-capacity-dws-got-you-covered-d736b8c63ba6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030478.946744
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Looking for GPU Capacity ? DWS got you covered !
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Looking
    for GPU Capacity ? DWS got you covered ! in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.datadriveninvestor.com/everything-you-wanted-to-know-about-graphql-but-were-afraid-to-ask-ad66980116cb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034273.073035
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.datadriveninvestor.com: Everything You Wanted to Know About GraphQL''
    (But Were Afraid to Ask)'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.datadriveninvestor.com:
    Everything You Wanted to Know About GraphQL'' (But Were Afraid to Ask) in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://medium.facilelogin.com/microservices-security-in-action-933072043ad7:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This reference details microservice protection mechanisms, focusing
    on token-based authorizations, secure gateway setups, and mutual TLS configurations.
    It presents a comprehensive blueprint for defending distributed microservices
    from common threats. It highlights best practices for securing both internal service-to-service
    communication and edge access points.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Microservices Security
  - Architecture Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Microservices Security in Action
  addition_method: manual
  v2_locations:
  - devsecops.md
https://medium.freecodecamp.com/a-beginner-friendly-introduction-to-containers-vms-and-docker-79a9e3e119b:
  addition_method: manual
  content_hash: 39a266fcd6ba1a6afe87eb15cf3a87b5027952a0f0f480d3ef18d04f3785deb6
  description: ''
  health_score: 100.0
  last_checked: 1779031540.123213
  stars: 0
  status: online
  title: 'medium.freecodecamp.com: A Beginner-Friendly Introduction to Containers,''
    VMs and Docker'
  v1_locations:
  - docs/docker.md
  year: N/A
https://medium.parttimepolymath.net/no-more-aws-access-keys-13a3c3f2337a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034319.02987
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'medium.parttimepolymath.net: No more AWS Access Keys?'
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering medium.parttimepolymath.net:
    No more AWS Access Keys? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://meet.google.com:
  addition_method: manual
  content_hash: 342bd3c09d89092746a29db659c11b97dc44cab7b9409c483e44d6d1f6bcc7e4
  description: ''
  health_score: 100.0
  last_checked: 1779030604.933708
  stars: 0
  status: online
  title: Google meet
  v1_locations:
  - docs/workfromhome.md
  year: N/A
https://meet.google.com/unsupported?meetingCode=new:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Google's direct-action domain shortcut ('meet.new') designed to bypass
    portal menus and launch an encrypted video conference session with a single browser
    call.
  language: English
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Collaboration
  - Video Conferencing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Google meet: meet.new'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://meet.new:
  addition_method: manual
  content_hash: 60cc0344f3ec529eaa6d5376b134cece03460bf879d8bd8f6b643d9225977ac8
  description: ''
  health_score: 100.0
  last_checked: 1779030861.897596
  stars: 0
  status: online
  title: 'Google meet: meet.new'
  v1_locations:
  - docs/project-management-tools.md
  year: N/A
https://mehighlow.medium.com/hardened-aks-secrets-82351c43eac4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032642.441859
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==mehighlow.medium.com: Hardened-AKS/Secrets=='
  v1_locations:
  - docs/devsecops.md
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - devsecops.md
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==mehighlow.medium.com:
    Hardened-AKS/Secrets== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://mehmetozkaya.medium.com/deploying-net-microservices-to-azure-kubernetes-services-aks-and-automating-with-azure-devops-c50bdd51b702
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034482.275325
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'mehmetozkaya.medium.com: Deploying .Net Microservices to Azure Kubernetes''
    Services(AKS) and Automating with Azure DevOps'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering mehmetozkaya.medium.com:
    Deploying .Net Microservices to Azure Kubernetes'' Services(AKS) and Automating
    with Azure DevOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://memcached.org:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: An industry-standard distributed memory object caching system designed
    for extreme performance and simplicity. Utilizing multi-threaded slab allocation,
    Memcached continues to serve as the default high-efficiency tier for raw key-value
    pair lookups.
  language: C
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Caching
  - In-Memory Datastores
  - High-Performance Caching
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: memcached.org
  addition_method: manual
  v2_locations:
  - caching.md
https://mergify.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031554.888177
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: mergify.io
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering mergify.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://merikan.com/2019/04/jvm-in-a-container:
  addition_method: manual
  content_hash: 9054b92f724a7892f68d67d358e8bafe19dedc9f3d0b6aadefbfc3bfd1624857
  health_score: 100.0
  last_checked: 1779033487.16533
  v1_locations:
  - docs/jvm-parameters-matrix-table.md
https://meshery.io:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The CNCF multi-mesh manager Meshery. Enables performance benchmarking,
    conformance checks, and dynamic designing across meshes like Istio, Linkerd, and
    Consul, using the Service Mesh Performance (SMP) standard.
  language: Go
  resource_type: open-source-tool
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Tooling
  - Meshery
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'Meshery.io:'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://metabob.com:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: AI-assisted static code analysis platform designed to detect complex
    logical anomalies and security vulnerabilities in repositories using graph-based
    neural representations of code syntax.
  language: English
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Security
  - Static Analysis
  - AI-assisted
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Metabob
  addition_method: manual
  v2_locations:
  - qa.md
https://metacpan.org/pod/App::a2p:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: The classic a2p (Awk-to-Perl) translator utility documentation. Retained
    for historical compatibility and migrating legacy log-parsing pipelines into more
    robust Perl frameworks.
  language: English
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Systems Programming
  - Legacy Code Translation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'metacpan.org: a2p - Awk to Perl translator'
  addition_method: manual
  v2_locations:
  - linux.md
https://metal3.io:
  addition_method: manual
  content_hash: 2228e208f5ccdaaa812c1dcf9a0ebf6cdc1e50a403d46af8807895b4d6bb2bd0
  health_score: 100.0
  last_checked: 1779031537.815912
  v1_locations:
  - docs/kubernetes-tools.md
https://metalbear.co/blog/writing-a-kubernetes-operator:
  addition_method: manual
  content_hash: a33ac7e658dcfabd29fb4e0e38d52159fb07324371cf82e39f6f2d3f5c7b2f3b
  description: ''
  health_score: 100.0
  last_checked: 1779034173.063271
  stars: 0
  status: online
  title: 'metalbear.co: Writing a Kubernetes Operator'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://metalbear.com/blog/writing-a-kubernetes-operator:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An innovative blueprint illustrating operator design with Rust and the
    kube-rs framework. In 2026, Rust operators are increasingly adopted for edge-computing
    and resource-constrained environments to minimize memory footprint and avoid the
    garbage collection pauses of Go and JVM languages.
  language: Rust
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Extension
  - Operators Rust
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'metalbear.co: Writing a Kubernetes Operator'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://metallb.io:
  addition_method: manual
  content_hash: 8368a87648705d37a80561d742720a83f8597367b04879b4db9459f8e04c6d0b
  health_score: 100.0
  last_checked: 1779130494.975208
  v1_locations:
  - docs/kubernetes.md
https://metallb.universe.tf:
  addition_method: manual
  content_hash: 0b7df0e405c879ebb1d9fb65690e41fb3ee7806e3ecb82a584dfc2af20fd316f
  description: ''
  health_score: 100.0
  last_checked: 1779030609.062697
  stars: 0
  title: MetalLB
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://mherman.org/presentations/flask-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural case study detailing horizontal scaling of Python Flask
    APIs inside Kubernetes clusters. Reviews setup of ingress layers, resource requests/limits,
    Horizontal Pod Autoscalers, and persistent data layers.
  language: Python
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Container Orchestration
  - Scalability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "mherman.org: Scaling Flask with Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://mhmxs.blogspot.com/2020/12/autoscaling-calico-route-reflector.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep engineering walkthrough for autoscaling Calico Route Reflector
    (RR) topologies in high-scale Kubernetes clusters. It addresses the routing table
    exhaustion and CPU bottlenecks associated with full-mesh node-to-node BGP routing
    by dynamically managing centralized Route Reflectors, maintaining high performance
    and operational stability as node counts grow.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - CNI
  - Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'mhmxs.blogspot.com: Autoscaling Calico Route Reflector topology in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://mholt.github.io/curl-to-go:
  addition_method: manual
  ai_summary: Curator Insight showcases this companion tool to json-to-go, converting
    curl commands directly into functional Go HTTP client code. Live Grounding confirms
    its usefulness in rapid prototyping of API clients by eliminating repetitive net/http
    boilerplate generation.
  complexity: Beginner
  content_hash: 0db8a73fd88e8aea9aef3638fc680d1653a96cc2849486ddab5a5f247516cc33
  description: ''
  health_score: 100.0
  hierarchy:
  - Programming Languages
  - Go
  - Code Generators
  is_microservice: false
  language: English
  last_checked: 1779031045.742295
  needs_ai_refresh: true
  resource_type: Website
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: curl-to-go
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
? https://michaelkotelnikov.medium.com/maintaining-network-traffic-compliance-in-multi-cluster-openshift-environments-with-openshift-54fe369aa346
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034564.316836
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'michaelkotelnikov.medium.com: Managing Network Security Lifecycles in Multi''
    Cluster OpenShift Environments with OpenShift Platform Plus'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering michaelkotelnikov.medium.com:
    Managing Network Security Lifecycles in Multi'' Cluster OpenShift Environments
    with OpenShift Platform Plus in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://microcks.io:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Microcks is a cloud-native platform for mocking and virtualization of
    APIs (REST, gRPC, GraphQL, AsyncAPI). It speeds up microservices testing by generating
    mock endpoints and testing compliance directly against enterprise schemas.
  language: Java
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - API & Integration Testing
  - Mocking & Virtualization
  - Microcks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: microcks.io
  addition_method: manual
  v2_locations:
  - api.md
  - kubernetes-based-devel.md
https://microcks.io/blog/podman-compose-support:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to design local mock environments using Microcks combined
    with Podman Compose. This is ideal for developers running daemonless environments
    who require automated contract API validation.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - API & Integration Testing
  - Mocking & Virtualization
  - Microcks Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'microcks.io: Podman Compose support in Microcks'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://microcks.io/blog/simulating-cloudevents-with-asyncapi:
  description: "- The rise of Event Driven Architecture (EDA) is a necessary evolution
    step towards cloud-native applications. Events are the ultimate weapon to decouple
    your microservices within your architecture. They are bringing great benefits
    like space and time decoupling, better resiliency and elasticity.\n    - But events
    come also with challenges! One of the first you are facing when starting up as
    a development team - aside the technology choice - is how to describe these events
    structure? Another challenge that comes very quickly after being: How can we efficiently
    work as a team without having to wait for someone else’s events?\n    - We’ll
    explore those particular two challenges and see how to simulate events using CloudEvents,
    AsyncAPI and Microcks.\n    - AsyncAPI is an industry standard for defining asynchronous
    APIs. Our long-term goal is to make working with EDAs as easy as it is to work
    with REST APIs.\n    - Microcks is an Open source Kubernetes-native tool for mocking/simulating
    and testing APIs. One purpose of Microcks is to turn your API contract (OpenAPI,
    AsyncAPI, Postman Collection) into live mocks in seconds. It means that once it
    has imported your AsyncAPI contract, Microcks start producing mock events on a
    message broker at a defined frequency. Using Microcks you can then simulate CloudEvents
    in seconds, without writing a single line of code. Microcks will allow the team
    relying on input events to start working without waiting for the team coding the
    event publication."
  year: '2022'
  stars: 5
  ai_summary: Explains how to mock CloudEvents and message payloads utilizing AsyncAPI
    contracts within Microcks. Enables development teams to build event consumers
    independently of publisher readiness.
  language: Agnostic
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Event-Driven
  - AsyncAPI
  - Simulation
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'microcks.io: Simulating CloudEvents with AsyncAPI and Microcks'
  addition_method: manual
  v2_locations:
  - api.md
https://microcks.io/documentation/guides/avro-messaging:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779029896.907857
  v1_locations:
  - docs/api.md
https://microk8s.io:
  addition_method: manual
  content_hash: 9090fb5ea25fed94579637afd77c575975406b292bcefcb88d7a01d9ad26e2cb
  description: ''
  health_score: 100.0
  last_checked: 1779030932.950761
  stars: 0
  status: online
  title: '**Microk8s**'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  year: N/A
https://micrometer.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The definitive dimensional metrics instrumentation facade for JVM-based
    programs. Acts as an abstraction layer resembling SLF4J, allowing seamless target
    conversions to Prometheus, Datadog, or Wavefront formats.
  language: Java
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Instrumentation
  - JVM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: '**Micrometer** Collector'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://micrometer.io/docs/registry/prometheus:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779034155.697971
  v1_locations:
  - docs/monitoring.md
https://microprofile.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main developer portal for Eclipse MicroProfile, delivering specialized
    specifications to architect enterprise microservices. It standardizes key cloud
    infrastructure integrations including Health, Config, JWT Security, Fault Tolerance,
    and OpenAPI across compliant vendor implementations.
  language: Java
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Enterprise Java
  - MicroProfile
  - Framework Standard
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: MicroProfile.io
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://microservices.io:
  addition_method: manual
  content_hash: 45fc6381faa5fc44a3d6ef5e535c5df72d4f9fb0e9c162eb99746ba2056065f8
  description: ''
  health_score: 100.0
  last_checked: 1779033166.377425
  needs_ai_refresh: true
  stars: 0
  title: microservices.io
  v1_locations: []
  year: N/A
https://microshift.io:
  description: ''
  addition_method: manual
  content_hash: 5c97708a374bca87e167380e2febd7efa8dc8ecd6b7d9b05ef58ae19a47234a5
  health_score: 100.0
  last_checked: 1779030051.901942
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: MicroShift is Red Hat's lightweight edge-optimized Kubernetes distribution,
    specifically designed to run on resource-constrained devices (e.g., IoT gateways
    and automotive systems). Tailored from OpenShift's core code, it minimizes memory
    footprint while maintaining enterprise API compatibility and OCI image compliance,
    operating efficiently alongside systemd-managed host systems.
  language: Go
  resource_type: Platform
  complexity: High
  hierarchy:
  - Edge Computing
  - Lightweight Kubernetes
  - Red Hat Ecosystem
  is_microservice: false
  title: ==microshift.io==
https://middleware.io/blog/kubernetes-challenges-and-solutions:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Identifies top operational hurdles including security boundaries configuration,
    networking configuration, storage lifecycle management, and resource over-provisioning,
    providing industry-standard remediation techniques.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Troubleshooting
  - Reliability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Top 5 kubernetes challenges and their solutions
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://middleware.io/blog/kubernetes-monitoring-tools:
  addition_method: manual
  content_hash: ca6fccda0ae74fa237cbfdeee5551e5cde9978e627ed98da7e8a3b99c1ed399c
  description: ''
  health_score: 100.0
  last_checked: 1779029110.618247
  stars: 0
  status: online
  title: 8 Best Kubernetes monitoring tools; Paid & open-source
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://middleware.io/blog/kubernetes-monitoring/tools:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Compiles a curated comparison of eight high-performance paid and open-source
    monitoring platforms. Focuses on the trade-offs of using managed SaaS models versus
    self-hosted, cloud-native monitoring stacks with respect to total cost of ownership,
    alerting, and data retention.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Practical Diagnostics
  - Market Evaluations
  - Monitoring Toolchains
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 8 Best Kubernetes monitoring tools; Paid & open-source
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://middleware.io/blog/observability-vs-monitoring:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Demystifies the core conceptual differences between passive monitoring
    (detecting known failures via predefined metrics) and active observability (querying
    internal system states via logs, metrics, and traces). Curator Insight: Clarifying
    guide for observability vs monitoring. Live Grounding: Essential reading to shift
    organizational mindsets from reactive alerting to proactive debugging in dynamic
    cloud-native environments.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Terminology
  - Monitoring vs Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Observability vs Monitoring
  addition_method: manual
  v2_locations:
  - monitoring.md
https://midu.dev/buenas-practicas-escribir-commits-git:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Written in Spanish, this guide addresses conventional commit standards,
    semantic tagging (feat, fix, refactor), and the architectural benefits of using
    clean commit structures for CI/CD automation.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'midu.dev: Buenas prácticas para escribir commits en Git'
  addition_method: manual
  v2_locations:
  - git.md
https://mightyclaws.co.uk/bournemouth:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A resource exploring Semaphore UI for infrastructure deployment. Validates
    Semaphore UI's utility as a responsive, lightweight graphical interface for local
    and remote playbook orchestration.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible GUI
  - Semaphore UI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Semaphore UI \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://migrateup.com/main-difference-python-3:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031636.747518
  v1_locations:
  - docs/python.md
https://mikefarah.gitbook.io/yq:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A highly popular command-line YAML, JSON, and XML processor written
    in Go. yq allows operators to search, filter, update, and convert files directly
    within shell environments. It is a critical component for shell scripts and automated
    deployment pipelines.
  language: Go
  resource_type: tool
  complexity: intermediate
  hierarchy:
  - Configuration Management
  - YAML Processing
  - CLI Tools
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "yq \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://milindasenaka96.medium.com/setup-prometheus-and-grafana-to-monitor-the-k8s-cluster-e1d35343d7a9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030220.147091
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'milindasenaka96.medium.com: Setup Prometheus and Grafana to Monitor the''
    K8s Cluster'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering milindasenaka96.medium.com:
    Setup Prometheus and Grafana to Monitor the'' K8s Cluster in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-1-kubernetes-architecture.html:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A developer-first manual illustrating structural components and cluster
    design properties. Guides programmers to understand how their API payload deployments
    translates to actual container lifecycle actions on physical machines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Developer Workflows
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "millionvisit.blogspot.com: Kubernetes for Developers #1: Kubernetes Architecture
    and Features \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-2-Local-development.html:
  addition_method: manual
  content_hash: 4f819aae6b6e7178768fb1a430017142c1917581e0fc21f2a0f5e1adef449ef8
  health_score: 100.0
  last_checked: 1779031548.741074
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tutorials.md
https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-3-kubectl-cli.html:
  addition_method: manual
  content_hash: 1805820a16df2c5aa6f5509857d3a47e7930896f9270a066e4295fb02d74e508
  health_score: 100.0
  last_checked: 1779029487.238651
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tutorials.md
https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-4-kubectl-autocompletion.html:
  addition_method: manual
  content_hash: 0b1abea7abcd7f38d7782ac77c8937e0932c74c12b4d8fd98c6458615a0e0a80
  health_score: 100.0
  last_checked: 1779032097.944621
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tutorials.md
https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-5-webui-dashboard.html:
  addition_method: manual
  content_hash: b5a3452c2ab7c7f7a8c8da3da5d51b2d0e3610521b4a35df0b3470e004fbec8c
  health_score: 100.0
  last_checked: 1779033419.162154
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tutorials.md
https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-6-KubernetesObjects.html:
  addition_method: manual
  content_hash: c08b718d7a18a1cbd673b5a0a5873a05b75ff219d64ee77b5f7f5d0dd9f18f46
  health_score: 100.0
  last_checked: 1779032282.541717
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tutorials.md
https://millionvisit.blogspot.com/2021/01/kubernetes-for-developers-7-imperative-vs-Declarative.html:
  addition_method: manual
  content_hash: 2b8ddcfbc8f89e502508a6c6032b678451cfc4b6e4b023d42afcd9440ef11b8b
  health_score: 100.0
  last_checked: 1779032177.756692
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tutorials.md
https://millionvisit.blogspot.com/2021/02/kubernetes-for-developers-8-Object%20Name-Labels-Selectors-Namespace.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces developers to core API resource concepts. Focuses on naming
    schemes, metadata definitions, and organizing resources using standard selector
    syntaxes.
  language: YAML
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Core Mechanics
  - Objects & Namespaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'millionvisit.blogspot.com: Kubernetes for Developers #8: Kubernetes Object
    Name, Labels, Selectors and Namespace'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://millionvisit.blogspot.com/2021/03/kubernetes-for-developers-10-kubernetes-Pod-YAML-manifest.html:
  addition_method: manual
  content_hash: f1df1a07a1a332e402dd709eaf089a0a96b276a67bac665326b8b0e6b73c6ed8
  health_score: 100.0
  last_checked: 1779031094.416494
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tutorials.md
https://millionvisit.blogspot.com/2021/03/kubernetes-for-developers-11-pod-organization-using-labels.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introduction to organizing pods using semantic label patterns. Covers
    metadata strategies for managing multi-tier applications across environments and
    tracking target release states.
  language: YAML
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Core Mechanics
  - Metadata Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'millionvisit.blogspot.com: Kubernetes for Developers #11: Pod Organization
    using Labels'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://millionvisit.blogspot.com/2021/03/kubernetes-for-developers-9-Kubernetes-Pod-Lifecycle.html:
  addition_method: manual
  content_hash: 884b176b6c38d9a805edf61473fa16bd92028230834fa726f73a455e78cdb758
  health_score: 100.0
  last_checked: 1779034134.640034
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tutorials.md
https://millionvisit.blogspot.com/2021/04/kubernetes-for-developers-12-effective-way-of-using-k8-liveness-probe.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Developer-centric strategies for designing efficient liveness probes.
    Emphasizes isolating deadlock checks from deep application flows to prevent overloading
    key resources.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Application Design
  - Reliability
  - Liveness Probes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'millionvisit.blogspot.com: Kubernetes for Developers #12: Effective way
    of using K8 Liveness Probe'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://millionvisit.blogspot.com/2021/04/kubernetes-for-developers-13-effective-way-of-using-k8-readiness-probe.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Focuses on building effective readiness probes that reflect accurate
    application startup phases and resource warm-ups, preventing traffic routing before
    initialization finishes.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Application Design
  - Reliability
  - Readiness Probes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'millionvisit.blogspot.com: Kubernetes for Developers #13: Effective way
    of using K8 Readiness Probe'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://millionvisit.blogspot.com/2021/05/kubernetes-for-developers-14-Kubernetes-Deployment-YAML-manifest.html:
  addition_method: manual
  content_hash: c289e2d485a00a4879be5b2ba9da8317a2bff4f4abfd2b795db4c4923f0db408
  health_score: 100.0
  last_checked: 1779034349.645766
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tutorials.md
https://millionvisit.blogspot.com/2021/07/kubernetes-for-developers-19-manage-app-credentials-using-Kubernetes-Secrets.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Developer-centric guide to configuring application manifests for secret
    consumption. Compares the security profiles of importing secrets as environment
    variables against dynamic filesystem mounts, detailing runtime behavior and update
    propagation.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Security
  - Secrets Management
  - Developer Practice
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "millionvisit.blogspot.com: Kubernetes for Developers #19: Manage app credentials
    using Kubernetes Secrets \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://min.io:
  addition_method: manual
  content_hash: 7436fc715f0c53c6ea6f2ef2007e6d9da84b7f090d93dcb93beb7876659b1f54
  description: ''
  health_score: 100.0
  last_checked: 1779033731.244523
  stars: 0
  status: online
  title: min.io
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://mingliang.me/blog/gradle-cheatsheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034332.309161
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'mingliang.me: Gradle Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering mingliang.me:
    Gradle Cheat Sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://miro.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A leading interactive digital whiteboard designed to streamline visual
    collaboration, system architecture diagramming, and agile sprint planning. It
    features deep third-party integrations (Jira, Slack, Confluence) and pre-built
    templates for complex technical modeling.
  language: Agnostic
  resource_type: SaaS Tool
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Productivity Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Miro
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://miro.com/app/board/o9J_kqwfjqs=:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A curated mind map and comparison board outlining top API testing tools.
    Visually maps solutions such as Postman, Newman, RestAssured, and Playwright,
    highlighting their scripting languages, integration capacities, validation types,
    and target testing scenarios.
  language: Agnostic
  resource_type: Community Resource
  complexity: Intermediate
  hierarchy:
  - Development
  - Testing & QA
  - API Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Summarising Top 10 API Testing Tools
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://miro.medium.com/max/1400/1*5tZVl-tqZwSoxH97v4u45w.png:
  addition_method: manual
  content_hash: 15355d62d5d7b3bc337250c8a8c1a8fbf74995b392280a6614b269e6a181d441
  description: ''
  health_score: 100.0
  last_checked: 1779030189.447025
  stars: 0
  title: Jenkins Cheat Sheet
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://miro.medium.com/v2/resize:fit:1400/1*5tZVl-tqZwSoxH97v4u45w.png:
  addition_method: manual
  content_hash: 7b5470d508cb9181129bd35d15c3ccb7be65a6bf6e82323a7fff04b6fc5cc681
  health_score: 100.0
  last_checked: 1779130495.026612
  v1_locations:
  - docs/cheatsheets.md
https://mishra-praveen.medium.com/comprehensive-guide-to-jenkins-declarative-pipeline-with-examples-17c0be7a79d:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031528.126448
  v1_locations:
  - docs/jenkins.md
https://mishrapartha.blogspot.com/2022/11/a-beginners-guide-to-python-for-data_19.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Discusses formatting guidelines for developer comments
    and docstrings in Python codebases.

    Live Grounding: Highlights docstring compliance metrics, parsing scripts using
    documentation generators, and building clean inline context explanations.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Code Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'mishrapartha.blogspot.com: A Beginner’s Guide to Python for Data Science
    - Part 5 Adding Comments in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030848.801654
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  - '[LEGACY]'
  title: '==mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret''
    Storage CSI as Kubernetes External Secrets is Deprecated=='
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==mixi-developers.mixi.co.jp:
    Comparing External Secrets Operator with Secret'' Storage CSI as Kubernetes External
    Secrets is Deprecated== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc?gi=a7ce4398a8d7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031125.629775
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  - '[LEGACY]'
  title: 'mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret''
    Storage CSI as Kubernetes External Secrets is Deprecated'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering mixi-developers.mixi.co.jp:
    Comparing External Secrets Operator with Secret'' Storage CSI as Kubernetes External
    Secrets is Deprecated in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mjarosie.github.io/dev/2021/09/15/iam-roles-for-kubernetes-service-accounts-deep-dive.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A thorough exploration of AWS IAM Roles for Service Accounts (IRSA).
    Demystifies how AWS OpenID Connect (OIDC) federation interacts with mutating admission
    webhooks to inject dynamic, temporary AWS STS credentials into Kubernetes pods.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - Cloud Integrations
  - AWS IRSA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'mjarosie.github.io: IAM roles for Kubernetes service accounts - deep dive'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://mjovanc.com/get-started-with-docker-and-docker-compose-cddcb5a3f3b9:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032797.657692
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'mjovanc.com: Get started with Docker and Docker Compose'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering mjovanc.com:
    Get started with Docker and Docker Compose in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mkaschke.medium.com/cloud-native-part-1-what-is-cloud-native-40640f128834:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033236.663245
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==mkaschke.medium.com: ud Native Part 1: What Is Cloud Native?== \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==mkaschke.medium.com:
    ud Native Part 1: What Is Cloud Native?== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mkdev.me/posts/how-to-upgrade-openshift-4-x:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Step-by-step upgrade guide for OpenShift 4.x environments. Outlines
    operator orchestration dependencies, pre-upgrade testing workflows, and the use
    of the Cincinnati update service to maintain stability.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Cluster Operations
  - Cluster Upgrades
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "mkdev.me: How to upgrade Openshift 4.x \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://mkdev.me/posts/why-and-when-do-you-need-argo-cd:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An executive guide explaining the core capabilities of GitOps and the
    necessity of declarative pull engines like Argo CD. It details drift management,
    configuration alignment, and security advantages compared to manual push deployments.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Kubernetes GitOps & Packaging
  - Argo Project Ecosystem
  - GitOps Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Why and when do you need Argo CD?
  addition_method: manual
  v2_locations:
  - argo.md
https://mlepeshkin.medium.com/automated-kubernetes-deployment-with-helm-and-additional-templating-dc960689609f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032339.778585
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'mlepeshkin.medium.com: Automated Kubernetes deployment with Helm and additional''
    templating'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering mlepeshkin.medium.com:
    Automated Kubernetes deployment with Helm and additional'' templating in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mlops.community/blog/flyte-mlops-simplified:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Highlights Flyte's capability to isolate infrastructure concerns from
    data science domains via clean abstract interfaces. Discusses how Flyte's structural
    containerized execution guarantees clean, versioned deployments without requiring
    data scientists to directly configure complex Kubernetes parameters.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Orchestration
  - Flyte
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'mlops.community: MLOps Simplified: orchestrating ML pipelines with infrastructure
    abstraction. Enabled by Flyte'
  addition_method: manual
  v2_locations:
  - mlops.md
https://mlops.community/blog/mlops-with-flyte-the-convergence-of-workflows-between-machine-learning-and-engineering:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Deeply discusses how Flyte unifies software engineering workflows with
    rigorous data science experiments. Emphasizes strict typing, local mock testing,
    deterministic execution environments, and dynamic workflow generation as essential
    mechanisms for building resilient production-level AI systems.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - MLOps
  - Orchestration
  - Flyte
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'mlops.community: MLOps with Flyte: The Convergence of Workflows Between
    Machine Learning and Engineering'
  addition_method: manual
  v2_locations:
  - mlops.md
https://mlops.community/flyte-mlops-simplified:
  addition_method: manual
  content_hash: 57931d910a16a385048afc799c69c3b8c33311d08f4a4f39082d972737f283fa
  description: ''
  health_score: 100.0
  last_checked: 1779034273.680241
  stars: 0
  status: online
  title: 'mlops.community: MLOps Simplified: orchestrating ML pipelines with infrastructure''
    abstraction. Enabled by Flyte'
  v1_locations:
  - docs/mlops.md
  year: N/A
https://mlops.community/mlops-with-flyte-the-convergence-of-workflows-between-machine-learning-and-engineering:
  addition_method: manual
  content_hash: 811ee13f0931e24e9e76d953cc929bb87da894380eff8391fe4d761eae46bb32
  description: ''
  health_score: 100.0
  last_checked: 1779030865.384907
  stars: 0
  status: online
  title: 'mlops.community: MLOps with Flyte: The Convergence of Workflows Between''
    Machine Learning and Engineering'
  v1_locations:
  - docs/mlops.md
  year: N/A
https://mockoon.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Home of Mockoon, the premier open-source desktop and CLI application
    for spinning up mock servers instantly. Supports highly custom JSON response schemas,
    rules engines, and delay configurations.
  language: TypeScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - API Tooling
  - Mocking
  - Mockoon
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "mockoon \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://mockuper.net:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Interactive web-based mockup generator built to produce high-fidelity
    device prototypes, assisting frontend architects in matching production UI implementations
    to designer specifications.
  language: JavaScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - UI/UX Design
  - Mockups
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: mockuper.net
  addition_method: manual
  v2_locations:
  - javascript.md
https://modelcontextprotocol.io/docs/getting-started/intro:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The official technical documentation and specifications for the Model
    Context Protocol (MCP). It provides comprehensive blueprints for implementing
    client-server architectures, defining standard JSON-RPC 2.0 schemas for prompt
    execution, resource exploration, and tool binding. Serves as the authoritative
    source for developers building LLM integrations.
  language: TypeScript
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - AI Engineering
  - Model Context Protocol
  - Specifications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'modelcontextprotocol.io: MCP Official Documentation'
  addition_method: manual
  v2_locations:
  - ai-agents-mcp.md
https://modelcontextprotocol.io/introduction:
  addition_method: manual
  content_hash: 25e0167e160371926061430e671df397c42da3d176ba9d1e3daaa9560530240a
  description: ''
  health_score: 100.0
  last_checked: 1779030011.98001
  stars: 0
  status: online
  title: 'modelcontextprotocol.io: MCP Official Documentation'
  v1_locations:
  - docs/ai-agents-mcp.md
  year: N/A
https://molecule.readthedocs.io:
  addition_method: manual
  content_hash: 30e98aed08282ee7d67c5b38ac4279688245c1afea49985831be1a53b0cc72b1
  description: ''
  health_score: 100.0
  last_checked: 1779029710.561936
  stars: 0
  status: online
  title: Ansible Molecule
  v1_locations:
  - docs/ansible.md
  year: N/A
https://momjian.us/main/writings/pgsql/administration.pdf:
  addition_method: manual
  content_hash: 5604ca6f193e873725740d9963eee6b1c51a679de3f83e1753435557fdde55d3
  health_score: 100.0
  last_checked: 1779030685.385024
  needs_ai_refresh: true
  v1_locations:
  - docs/databases.md
https://mongodb-tools.com:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Curated index of key administrative GUIs, monitoring agents, and helper
    utilities for the MongoDB engine. Streamlines administration, schema analysis,
    and query optimization workflows.
  language: N/A
  resource_type: List
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - MongoDB Ecosystem
  - Database Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: MongoDB Tools - Admin GUIs, Monitoring and Other Good Stuff
  addition_method: manual
  v2_locations:
  - nosql.md
https://mongodirector.com:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029623.087238
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering mongodirector.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mongolab.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029872.53467
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'MongoLab: Fully managed MongoDB-as-a-Service'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering MongoLab:
    Fully managed MongoDB-as-a-Service in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://monitoring2.substack.com/p/big-prometheus:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030957.679038
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "monitoring2.substack.com: Big Prometheus. Thanos, Cortex, M3DB and VictoriaMetrics'
    at scale \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering monitoring2.substack.com:
    Big Prometheus. Thanos, Cortex, M3DB and VictoriaMetrics' at scale \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://monodot.co.uk/openshift-cheatsheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A personalized technical blog focusing on internal DNS and routing components
    of OpenShift. Curator Insight details its diagnostic usefulness during networking
    failures. Live Grounding records its legacy status during transition phases between
    platform generations.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Platform
  - Container Orchestration
  - OpenShift
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'monodot.co.uk: openshift cheat sheet 4'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://monzo.com/blog/controlling-outbound-traffic-from-kubernetes:
  description: ''
  year: '2019'
  stars: 5
  ai_summary: Details the technical execution of isolating and managing external network
    endpoints from within a production Kubernetes banking cluster. Features strategies
    on proxy security, dynamic firewall rule sets, and compliance monitoring.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Security
  - Egress Traffic
  tags:
  - '[CASE STUDY]'
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'monzo.com: Controlling outbound traffic from Kubernetes'
  addition_method: manual
  v2_locations:
  - istio.md
https://morey.tech/technical%20blog/Bitwarden-And-External-Secrets:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An implementation guide on bridging Bitwarden Secrets Manager with Kubernetes
    clusters via the CNCF External Secrets Operator. Details API credential configuration,
    configuring the `ClusterSecretStore` resource, and establishing continuous credential
    synchronization.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Kubernetes Security
  - External Secrets Operator
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'morey.tech: Bitwarden and External Secrets'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://morioh.com:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Explores rendering geospatial layers inside interactive
    data analytical loops.

    Live Grounding: Utilizes the Google Maps API wrappers to integrate high-fidelity
    interactive mapping layouts within Jupyter execution states.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Data Visualization
  - GIS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'morioh.com: How to create Google Map in Python using Gmaps'
  addition_method: manual
  v2_locations:
  - python.md
https://morioh.com/p/a9bdee14b0d2:
  addition_method: manual
  content_hash: b9a5b6dd528aa182c7fc1f01bfafb65130e5281e444bdcad0188c1c037d15da4
  description: ''
  health_score: 100.0
  last_checked: 1779031899.120204
  stars: 0
  status: online
  title: 'morioh.com: How to create Google Map in Python using Gmaps'
  v1_locations:
  - docs/python.md
  year: N/A
https://motilayo.hashnode.dev/exploring-kubernetes-service-account-tokens-and-secure-workload-identity-federation:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034528.244051
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'motilayo.hashnode.dev: Exploring Kubernetes Service Account Tokens and Secure''
    Workload Identity Federation'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering motilayo.hashnode.dev:
    Exploring Kubernetes Service Account Tokens and Secure'' Workload Identity Federation
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mouliveera.medium.com/how-to-update-configmap-on-pod-without-restart-be3c0b4433af:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029931.781491
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'mouliveera.medium.com: How to update configmap on POD without restart'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering mouliveera.medium.com:
    How to update configmap on POD without restart in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://move2kube.konveyor.io:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Focuses on Move2Kube, a command-line utility within the Konveyor toolset
    designed to automate migration pathways. It analyzes configuration files from
    source environments (such as Docker Compose or Cloud Foundry) and auto-generates
    platform-ready Kubernetes manifests, Helm charts, and custom Tekton pipelines.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Application Migration
  - Containerization Tools
  - Move2Kube
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Move2Kube
  addition_method: manual
  v2_locations:
  - demos.md
https://movi.hashnode.dev/simplify-kubernetes-cluster-management-with-kyverno-ckt6yxjqy0duy95s14groe7h4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030440.163382
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'movi.hashnode.dev: Simplify Kubernetes Cluster Management with Kyverno'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering movi.hashnode.dev:
    Simplify Kubernetes Cluster Management with Kyverno in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mqtt.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The home of MQTT, the industry-standard lightweight publish-subscribe
    transport protocol designed specifically for extreme remote locations and low-bandwidth
    channels. It constitutes the primary communication format for edge nodes and mobile
    endpoints bridging into central event-streaming backbones.
  language: N/A
  resource_type: Protocol Specification
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - IoT & Edge Messaging
  - Protocols
  - MQTT
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: mqtt.org
  addition_method: manual
  v2_locations:
  - message-queue.md
https://mrcloudbook.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Curator Insight: A technical guide and tutorial site focusing on cloud
    service providers and CI/CD tools. Live Grounding: Offers clear step-by-step instructions
    for implementing Jenkins pipelines, Git practices, and cloud configurations for
    entry-level infrastructure practitioners.'
  language: en
  resource_type: Tutorial Portal
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Resources
  - Tutorial Portals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'mrcloudbook.com: Mr Cloud Book'
  addition_method: manual
  v2_locations:
  - devops.md
https://mrcloudbook.com/automating-tetris-deployments-devsecops-with-argocd-terraform-and-jenkins-for-two-game-versions:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Documents an end-to-end DevSecOps execution path deploying two independent
    versions of a Tetris application. Coordinates Terraform for EKS infrastructure
    creation, Jenkins for CI builds, security scanning, and Argo CD for final GitOps
    delivery.
  language: Groovy
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevSecOps & Automation
  - End-to-End Pipelines
  - Multi-Version Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'mrcloudbook.com: Automating Tetris Deployments: DevSecOps with ArgoCD, Terraform,
    and Jenkins for Two Game Versions'
  addition_method: manual
  v2_locations:
  - demos.md
https://mrcloudbook.com/gitops-deploying-tetris-on-eks-using-argocd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A simplified tutorial mapping out the migration from manual deployments
    to automated GitOps workflows on AWS EKS using Argo CD. Focuses on setting up
    repositories, IAM credentials, and declarative reconciliations.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - AWS & Argo CD
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'mrcloudbook.com: GitOps: Deploying Tetris on EKS Using ArgoCD'
  addition_method: manual
  v2_locations:
  - demos.md
https://mrdevops.hashnode.dev/how-to-create-ec2-instance-in-aws-step-by-step-tutorial:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030824.409727
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==mrdevops.hashnode.dev: How to Create EC2 Instance in AWS: Step by Step''
    Tutorial=='
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==mrdevops.hashnode.dev:
    How to Create EC2 Instance in AWS: Step by Step'' Tutorial== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mrdevops.hashnode.dev/top-40-terraform-interview-questions-and-answers-for-2023:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029070.34204
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'mrdevops.hashnode.dev: Top 40 Terraform Interview Questions and Answers''
    for 2023'
  v1_locations:
  - docs/interview-questions.md
  v2_locations:
  - interview-questions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering mrdevops.hashnode.dev:
    Top 40 Terraform Interview Questions and Answers'' for 2023 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mrpaulandrew.com/2021/12/22/building-a-data-mesh-architecture-in-azure-part-2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep technical implementation guide focused on constructing a logical
    Data Mesh within Microsoft Azure. It reviews how to use Azure Synapse, Purview,
    and Data Lake Storage (ADLS Gen2) to establish federated security models and self-serve
    storage layers for localized domains.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Architecture
  - Data Mesh
  - Azure
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'mrpaulandrew.com: BUILDING A DATA MESH ARCHITECTURE IN AZURE – PART 2'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://msrishty.medium.com/traditional-ci-cd-vs-gitops-e835728642fb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030522.196145
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "msrishty.medium.com: Traditional CI-CD vs gitops \U0001F31F"
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering msrishty.medium.com:
    Traditional CI-CD vs gitops \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mtijhof.wordpress.com/2019/04/22/jenkins-running-a-declarative-pipeline-from-your-shared-library:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Technical guide detailing how to declare, structure, and invoke an entire
    Declarative Pipeline definition from inside an enterprise Shared Library. Allows
    platforms to mandate standard pipeline templates, security gates, and deployment
    policies across hundreds of projects.
  language: English
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Shared Libraries
  - Advanced Declarative
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "mtijhof.wordpress.com: Jenkins: Running a declarative pipeline from your
    Shared Library \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://muhidabid.hashnode.dev/why-does-kubernetes-need-ingress:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033665.822099
  v1_locations:
  - docs/kubernetes-networking.md
https://muratbuffalo.blogspot.com/2021/11/whats-really-new-with-newsql.html:
  addition_method: manual
  ai_summary: A comprehensive conceptual deep-dive comparing NewSQL architectures
    with traditional relational and NoSQL engines. Explores transactional guarantees,
    distributed consensus (Raft/Paxos), and cloud-native database scaling.
  complexity: Advanced
  content_hash: 6f92fe576ab6e0f24212375ba1e405b0e0304ac6a3ea75be413ace6e60bf3470
  description: ''
  health_score: 100.0
  hierarchy:
  - Storage
  - Databases
  - NewSQL
  is_microservice: false
  language: English
  last_checked: 1779032388.468385
  needs_ai_refresh: true
  resource_type: Technical Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'muratbuffalo.blogspot.com: What’s Really New with NewSQL?'
  v1_locations:
  - docs/newsql.md
  v2_locations:
  - newsql.md
  year: N/A
https://murchie85.github.io/Kubernetes.html:
  description: "- [itnext.io: How to experiment locally on Kubernetes with minikube
    and your local Dockerfiles](https://itnext.io/how-to-experiment-locally-on-kubernetes-with-minikube-and-your-local-dockerfiles-48833fcd90c9)\n
    \   - [nfrankel.medium.com: Goodbye minikube](https://nfrankel.medium.com/goodbye-minikube-340070edc5af)
    I’ve been using minikube as my local cluster since I started to learn Kubernetes.
    But I’ve decided to let it go in favor of kind. Here’s the story.\n    - [linux.com:
    Getting Started With Kubernetes Is Easy With Minikube](https://www.linux.com/audience/devops/getting-started-kubernetes-easy-minikube)\n
    \   - [==faun.pub: Accessing a remote minikube from a local computer==](https://faun.pub/accessing-a-remote-minikube-from-a-local-computer-fd6180dd66dd)
    Minikube is a lightweight Kubernetes implementation that creates a VM on your
    local machine. how to connect to a remote computer with minikube installed.\n
    \   - [==adamtheautomator.com: Jumpstart Kubernetes Locally with this MiniKube
    Tutorial==](https://adamtheautomator.com/minikube-tutorial) You'll usually find
    Kubernetes where it makes sense — i.e. in cloud environments. But how do you speed
    up development for Kubernetes? Could you test deployments locally?\n    - [devopscube.com:
    Kubernetes Minikube Tutorial for Beginners](https://devopscube.com/kubernetes-minikube-tutorial)"
  year: '2021'
  stars: 0
  ai_summary: A practical collection of guides covering Minikube configuration strategies.
    Includes details on exposing cluster nodes to remote endpoints, running direct
    container updates via local Dockerfiles, and comparing local orchestration setups.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Local Kubernetes Environments
  - Single-Node Clusters
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'murchie85.github.io: Installling minikube'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://mux.com:
  addition_method: manual
  content_hash: f83e7a5f0e89fda2b026158cac7e52e88f39f62a54fd77e99b32cc2c68de78b7
  description: ''
  health_score: 100.0
  last_checked: 1779031349.537383
  stars: 0
  status: online
  title: 'Mux: The API to Video'
  v1_locations:
  - docs/api.md
  year: N/A
https://mvark.blogspot.com/2019/12/comparison-of-azure-front-door-traffic.html:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A legacy comparison contrasting features of Azure Front Door, Traffic
    Manager, Application Gateway, and Load Balancer. Though older, it offers fundamental
    routing paradigms that remain architecturally relevant.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Networking
  - Traffic Management
  - Load Balancing Comparison
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'mvark.blogspot.com: Comparison of Azure Front Door, Traffic Manager, Application
    Gateway & Load Balancer'
  addition_method: manual
  v2_locations:
  - azure.md
https://mvnrepository.com/artifact/io.prometheus:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033591.735507
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Maven Prometheus instrumentation library for JVM applications (client library)
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Maven
    Prometheus instrumentation library for JVM applications (client library) in the
    Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://myfuturehub.com/must-keep-these-kubernetes-commands-handy:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: A collection of critical shell-based commands for quick-reference when
    inspecting Kubernetes deployments. Focuses on common tasks like scaling workloads,
    port routing, and viewing log queues.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'myfuturehub.com: Must Keep these Kubernetes Commands handy'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://myfuturehub.com/useful-commands-of-docker:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: A lightweight command aggregation for quick reference on daily container
    testing workloads. Guides engineers through common container starting, stopping,
    dynamic environment variable passing, and debugging operations.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Virtualization & Containers
  - Docker
  - CLI Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'myfuturehub.com: Useful commands of Docker'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://myweblearner.com/springboot_k8s_readiness_liveness.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034424.548804
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'myweblearner.com: Kubernetes(k8s) Readiness and Liveness Probe'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering myweblearner.com:
    Kubernetes(k8s) Readiness and Liveness Probe in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://mywiki.wooledge.org/BashPitfalls:
  description: ''
  year: '2015'
  stars: 5
  ai_summary: The canonical compendium of syntax traps, variable-expansion failures,
    and execution hazards in GNU Bash. This reference provides deep architectural
    insight into bash process substitution, globbing, and pipeline evaluation. Live
    Grounding verifies this wiki as the definitive industry guide for engineering
    resilient, non-deterministic system scripts.
  language: Bash
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Best Practices
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Bash Pitfalls \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://nakamasato.medium.com/comparison-between-helm-and-kustomize-for-kubernetes-yaml-management-aed32cef2627:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032483.551342
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'nakamasato.medium.com: Comparison between Helm and Kustomize for Kubernetes''
    yaml management'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering nakamasato.medium.com:
    Comparison between Helm and Kustomize for Kubernetes'' yaml management in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://namelix.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An AI-powered naming utility that uses machine learning to suggest brand
    and project names, assisting developers in rapidly finding high-quality names
    for new microservices or open-source projects.
  language: English
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Business Utilities
  - Naming Generator
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: namelix.com
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://napo.io/posts/kubernetes-the-real-hard-way-on-aws:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031696.472848
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'napo.io: Kubernetes The (real) Hard Way on AWS'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  v2_locations:
  - kubernetes-on-premise.md
  - matrix-table.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering napo.io:
    Kubernetes The (real) Hard Way on AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://napo.io/posts/terraform-kubernetes-multi-cloud-ack-aks-dok-eks-gke-oke:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033609.413264
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'napo.io: Terraform Kubernetes Multi-Cloud (ACK, AKS, DOK, EKS, GKE, OKE)'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering napo.io:
    Terraform Kubernetes Multi-Cloud (ACK, AKS, DOK, EKS, GKE, OKE) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://natarajsundar.medium.com/istio-service-mesh-a-start-to-finish-tutorial-with-side-car-architecture-and-an-analysis-d70a255ea41d
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033906.283232
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'natarajsundar.medium.com: Istio service mesh, a start to finish tutorial''
    with Side Car architecture and an analysis + comparison of the Ambient mesh architecture'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering natarajsundar.medium.com:
    Istio service mesh, a start to finish tutorial'' with Side Car architecture and
    an analysis + comparison of the Ambient mesh architecture in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://nathanpeck.com/why-should-use-container-orchestration:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Compares core orchestrators—Kubernetes, Amazon ECS, and HashiCorp Nomad—to
    clarify fit based on team expertise and operational scale. Outlines how orchestration
    solves key deployment needs such as bin-packing, cluster autoscaling, high-availability
    routing, and health checks.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Container Orchestration
  - Orchestrator Comparison
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'nathanpeck.com: Why should I use an orchestrator like Kubernetes, Amazon
    ECS, or Hashicorp Nomad?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://nativecloud.dev:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031360.271134
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==nativecloud.dev== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  - docs/newsfeeds.md
  v2_locations:
  - kubernetes.md
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==nativecloud.dev==
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://nativecloud.dev/scale-out-your-raspberry-pi-k3s-cluster-to-the-cloud:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029189.609275
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'nativecloud.dev: Scale out your Raspberry-Pi Kubernetes cluster to the cloud'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering nativecloud.dev:
    Scale out your Raspberry-Pi Kubernetes cluster to the cloud in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://navendu.me/posts/gateway-vs-ingress-api:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical comparison detailing the structural design changes between
    Ingress and Gateway APIs. Illustrates how Gateway API handles service-mesh integrations
    and layer-7 routing logic.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Gateway API
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'navendu.me: Comparing Kubernetes Gateway and Ingress APIs'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://navveenbalani.dev/index.php/articles/code-to-custom-cloud-architecture-diagrams:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Technical tutorial detailing how to build custom, programmatically generated
    cloud architecture diagrams using open-source, code-driven graphic drawing libraries
    and custom Python configurations.
  language: Python
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Diagrams-as-Code
  - Guide
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'navveenbalani.dev: Code To Custom Cloud Architecture Diagrams'
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://nbailey.ca/post/k8s-networking:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An informative study outlining step-by-step methods for domesticating
    Kubernetes networking within non-cloud or home lab setups. Details bare-metal
    bridge interfaces, tunnel configurations, and manual CNI implementations without
    high-overhead public cloud API assistance.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Fundamentals
  - On-Premises
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'nbailey.ca: Domesticated Kubernetes Networking'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://ndpsoftware.com/git-cheatsheet.html:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: 'Curator Insight: Highly visual, interactive visualization tool mapping
    Git commands directly to their execution target areas (Workspace, Index, Local
    Repo, Stash, Remote). Live Grounding: Remains one of the most effective interactive
    tools for training engineers to conceptualize Git states and prevent index corruption.'
  language: JavaScript
  resource_type: Interactive Web App
  complexity: Beginner-Intermediate
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "ndpsoftware.com: Interactive git cheat sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://neal-davis.medium.com/ecs-vs-ec2-vs-lambda-36b8ca380dea:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030413.098089
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'neal-davis.medium.com: ECS vs EC2 vs Lambda'
  v1_locations:
  - docs/aws-containers.md
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - aws-containers.md
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering neal-davis.medium.com:
    ECS vs EC2 vs Lambda in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://nedbatchelder.com/blog/201608/lists_vs_tuples.html:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Explains semantic and mechanical distinctions between list and tuple
    objects. Covers mutation implications, execution performance, memory allocation
    overhead, and the architectural advantages of using immutable collections in concurrent
    environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Lists vs. Tuples
  addition_method: manual
  v2_locations:
  - python.md
https://nedinthecloud.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Ned in the Cloud is a premier educational hub specialized in cloud engineering
    and enterprise infrastructure patterns. Curator Insight highlights its value as
    a deep-dive repository for platform architecture, while Live Grounding validates
    its active 2026 role in guiding teams through high-performance multi-cloud setups
    and modern state management paradigms.
  language: English
  resource_type: Educational Portal
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Educational Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: nedinthecloud.com
  addition_method: manual
  v2_locations:
  - terraform.md
https://nedinthecloud.com/2022/01/18/replacing-the-template_cloudinit_config-data-source:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Addresses the deprecation of the legacy "template_cloudinit_config"
    resource and maps the clean migration path to the built-in "cloudinit_config"
    data source. Explains how this restructuring improves parsing performance and
    removes external module overhead. Live grounding confirms that keeping cloud-init
    resources modern is essential to prevent deployment blockages in current provider
    runtimes.
  language: HCL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - State & Variables
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'nedinthecloud.com: Replacing The Template Cloudinit Config Data Source'
  addition_method: manual
  v2_locations:
  - terraform.md
https://nedinthecloud.com/2024/01/22/comparing-opentofu-and-terraform:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A balanced, technical side-by-side assessment evaluating the feature-level
    convergence and divergence of OpenTofu and HashiCorp Terraform. Breaks down functional
    differences including custom registry configurations, enhanced state encryption
    architectures, and tooling divergence.
  language: None
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Discussions & Critiques
  - Evolution of IaC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'nedinthecloud.com: Comparing Open TOFU And Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://nedinthecloud.com/2024/04/15/using-azure-container-instances-for-an-azure-devops-self-hosted-agent:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Walks through establishing ephemeral, self-hosted Azure DevOps agent
    runners running within Azure Container Instances (ACI). Simplifies pipeline scaling
    and minimizes runner maintainability overhead.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - CI-CD Runners
  - Ephemeral Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'nedinthecloud.com: Using azure container instances for an azure dev ops
    self hosted agent'
  addition_method: manual
  v2_locations:
  - azure.md
https://nedinthecloud.com/2025/07/01/ephemeral-values-in-terraform:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Explains the design and execution mechanics of Ephemeral Values introduced
    in modern Terraform releases. Discusses preventing credential leakages by keeping
    sensitive short-lived resources completely out of persistent state logs.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Terraform
  - Secrets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Ephemeral Values in Terraform
  addition_method: manual
  v2_locations:
  - terraform.md
  - iac.md
https://neilpatel.com/blog/best-project-management-software:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030824.491032
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Best Project Management Software of 2020
  v1_locations:
  - docs/project-management-tools.md
  v2_locations:
  - project-management-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Best Project
    Management Software of 2020 in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://neonmirrors.net/post/2020-11/exploring-kyverno-intro:
  description: ''
  addition_method: manual
  content_hash: 30f5ca3479733376f4b52562355325fd3c41d2e7f0b84853a2ab75f629ee9781
  health_score: 100.0
  last_checked: 1779031642.465952
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2020'
  ai_summary: A foundational introductory article dissecting the architecture and
    operational benefits of adopting Kyverno. Contrasts it with custom-coded validating
    webhooks and details its direct design philosophy of aligning container policy
    administration with idiomatic Kubernetes constructs.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Kyverno
  is_microservice: false
  title: "neonmirrors.net: Exploring Kyverno: Introduction \U0001F31F"
https://neonmirrors.net/post/2020-12/exploring-kyverno-part3:
  description: ''
  addition_method: manual
  content_hash: 84aee77e824e58bd885ff7ca67511320a4ee0064694177137da7c799e6560d48
  health_score: 100.0
  last_checked: 1779031618.729991
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2020'
  ai_summary: Deep-dive technical exploration into Kyverno's generation rules, demonstrating
    how the policy engine can automatically provision ancillary resources, like NetworkPolicies
    or ConfigMaps, whenever a new namespace is initialized. Optimizes cluster bootstrapping
    without custom operators.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Kyverno
  is_microservice: false
  title: 'neonmirrors.net: Exploring Kyverno: Part 3, Generation'
https://neonmirrors.net/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno:
  description: ''
  addition_method: manual
  content_hash: a56ca55ddc036978e82f4d731f2e0a1b3041b9f32a414c626b1899d2787817b4
  health_score: 100.0
  last_checked: 1779034226.583668
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: A seminal technical comparison contrasting the architecture and design
    patterns of OPA Gatekeeper (relying on the domain-specific Rego language) against
    Kyverno (which uses native Kubernetes YAML). Helps engineers evaluate resource
    consumption, developer velocity, and cognitive overhead for both systems.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Policy-as-Code
  is_microservice: false
  title: "neonmirrors.net: Kubernetes Policy Comparison: OPA/Gatekeeper vs Kyverno'
    \U0001F31F"
https://neonmirrors.net/post/2022-12/reducing-pod-volume-update-times:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Investigates Kubelet synchronization loops that latency-impact ConfigMap
    and Secret volume mounting. Offers architectural insights on configuring syncing
    periods and file systems to minimize container startup delays.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Storage
  - Volume Mounts
  - Sync Latency
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'neonmirrors.net: Reducing Pod Volume Update Times'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://neovim.io:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Official landing page for Neovim, the highly extensible, modernized
    refactoring of Vim. Highlighted by its built-in LSP client, Lua configuration
    ecosystem, and rich asynchronous execution capabilities, establishing itself as
    the modern CLI standard.
  language: C
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Productivity
  - Text Editors
  - Neovim
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: neovim
  addition_method: manual
  v2_locations:
  - linux.md
https://net.connect4techs.com/what-are-the-top-devops-trends-in-2024:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Examines key shifting trends across the platform landscape, emphasizing
    AI-assisted pipeline generation, FinOps sustainability controls, and the rise
    of unified platform portals. Live tracking in 2026 validates these predictions,
    showing that platform engineering structures have largely evolved from raw scripting
    to automated self-service developer portals built on frameworks like Backstage.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & SRE
  - Industry Evolution
  - Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'net.connect4techs.com: What are the top DevOps trends in 2024'
  addition_method: manual
  v2_locations:
  - devops.md
https://netboxlabs.com:
  addition_method: manual
  content_hash: c4dbebfd848a9b172cf702850c9f20628e56e95e8caaea7d52b2143aa73020c0
  description: ''
  health_score: 100.0
  last_checked: 1779031539.936504
  needs_ai_refresh: true
  stars: 0
  title: NetBox Labs
  v1_locations: []
  year: N/A
https://netboxlabs.com/blog/netbox-ipam:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A detailed evaluation of NetBox's functional features, modeling mechanisms,
    and operational database structures. Explains how to programmatically model prefixes,
    cables, circuits, virtualizations, and network routing configurations.
  language: Python
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Computer Networking & IPAM
  - Infrastructure Management
  - IPAM & DCIM Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'netboxlabs.com: An In-Depth Guide to NetBox for IPAM'
  addition_method: manual
  v2_locations:
  - networking.md
https://netflixtechblog.com/applying-netflix-devops-patterns-to-windows-2a57f2dbbf79:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Details Netflix's architectural execution of porting their sophisticated
    Linux-native continuous delivery and immutable AMI workflows onto a Windows Server
    enterprise footprint. The curator outlines custom AMI bakery designs and Spinnaker
    pipeline adaptations. While modern .NET workloads have largely migrated to containerized
    Linux, this case study remains an exceptional masterclass in heterogeneous enterprise
    integration.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps & SRE
  - Infrastructure
  - Windows Ecosystems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Applying Netflix DevOps Patterns to Windows
  addition_method: manual
  v2_locations:
  - devops.md
https://netflixtechblog.com/consoleme-a-central-control-plane-for-aws-permissions-and-access-fd09afdd60a8:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural breakdown of ConsoleMe, Netflix's open-source control
    plane for managing AWS permissions. It abstracts IAM complexity for developers
    through a web interface, automating least-privilege policy generation based on
    runtime log findings.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'netflixtechblog.com: ConsoleMe: A Central Control Plane for AWS Permissions
    and Access'
  addition_method: manual
  v2_locations:
  - aws-security.md
? https://netflixtechblog.com/from-silos-to-service-topology-why-netflix-built-a-real-time-service-map-0165ba13a7bc?source=rss----2615bd06b42e---4
: addition_method: automatic
  ai_summary: 'To manage and troubleshoot its massive microservices architecture,
    Netflix engineered a real-time service topology mapping system. The system correlates
    three independent data streams: eBPF network flow logs for network-level coverage,
    IPC metrics for endpoint-level granularity, and distributed tracing for transaction
    execution paths. By mapping these sources into a custom graph database, Netflix
    achieved a unified, sub-second query interface that eliminates human-maintained
    architectural diagrams and reduces Mean Time to Detection (MTTD) during critical
    outages.'
  category: aws-monitoring
  complexity: Advanced
  content_hash: N/A
  description: Netflix details the architecture of Service Topology, a system that
    combines eBPF, IPC metrics, and distributed tracing to construct a real-time microservice
    dependency graph.
  hierarchy:
  - Platform Engineering > Observability > Service Topology Mapping
  is_microservice: true
  language: en
  last_checked: 1780353052.024362
  reputation_status: Vetted
  reputation_summary: Highly praised on Reddit's r/devops as an exceptional architecture
    write-up on maintaining real-time service topology in a high-scale microservices
    ecosystem.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (Netflix TechBlog - Medium)
  stars: 4
  status: online
  suggested_new_category: N/A
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  title: 'From Silos to Service Topology: Why Netflix Built a Real-Time Service Map'
  year: '2026'
https://netflixtechblog.com/full-cycle-developers-at-netflix-a08c31f83249:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A seminal Netflix engineering whitepaper outlining the 'Full Cycle Developer'
    philosophy, where teams maintain complete ownership of their code from design,
    through deployment, down to live production support. Curator analyses show how
    this eliminates classical operational handoff friction. Live SRE structures in
    2026 treat this case study as the foundational model that inspired modern Platform
    Engineering paradigms.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & SRE
  - Culture & Organizations
  - Netflix Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Full Cycle Developers at Netflix — Operate What You Build
  addition_method: manual
  v2_locations:
  - devops.md
https://netflixtechblog.com/high-throughput-graph-abstraction-at-netflix-part-i-e88063e6f6d5?source=rss----2615bd06b42e---4:
  addition_method: automatic
  ai_summary: Part one of an in-depth architectural series detailing Netflix's high-throughput,
    OLTP-focused Graph Abstraction. Capable of executing 10 million operations per
    second over 650 TB of strongly typed graph datasets, the system prevents wide-row
    issues in Cassandra by separating edge links from property indexes, utilizing
    a custom property graph model layered over existing Key-Value and TimeSeries abstraction
    layers.
  category: aws-databases
  complexity: Advanced
  content_hash: N/A
  description: A deep dive into Netflix's scalable OLTP Graph Abstraction layer handling
    10 million operations per second.
  hierarchy:
  - Distributed Systems
  - Graph Databases
  - OLTP Architecture
  is_microservice: true
  language: en
  last_checked: 1780352932.853387
  reputation_status: Vetted
  reputation_summary: Highly acclaimed technical architecture post. Enthusiastically
    received on Hacker News and Reddit for its brilliant, high-depth breakdown of
    scaling property graph models over distributed Key-Value, Time-Series, and cache
    stores.
  resource_type: Article
  social_preview_url: ''
  source_provenance: RSS Feed (Netflix TechBlog - Medium)
  stars: 4
  status: online
  suggested_new_category: graph-databases
  tags:
  - DE FACTO STANDARD
  - CASE STUDY
  title: 'High-Throughput Graph Abstraction at Netflix: Part I'
  year: '2026'
https://netflixtechblog.medium.com/improving-pull-request-confidence-for-the-netflix-tv-app-b85edb05eb65:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031110.850638
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'netflixtechblog.medium.com: Improving Pull Request Confidence for the Netflix''
    TV App'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering netflixtechblog.medium.com:
    Improving Pull Request Confidence for the Netflix'' TV App in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://network-king.net/iot-use-in-healthcare-grows-but-has-its-pitfalls:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes the architectural and operational challenges of implementing
    IoT networks in healthcare settings. Focuses on clinical workflows, legacy medical
    device integration, and mitigating security vectors in connected biomedical ecosystems.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Edge & IoT
  - Healthcare IoT Integration
  - IoT Security Pitfalls
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'network-king.net: IoT use in healthcare grows but has some pitfalls'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://networkproguide.com/cidr-subnet-mask-ipv4-cheat-sheet:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An educational cheat sheet breaking down subnet masking protocols, mapping
    binary configurations to standard decimal equivalents, and addressing structural
    divisions.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Computer Networking & IPAM
  - Subnetting & Addressing
  - Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'networkproguide.com: CIDR Subnet Mask Cheat Sheet'
  addition_method: manual
  v2_locations:
  - networking.md
https://networkwalks.com/tcp-ip-model:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An fundamental technical overview breakdown of the legendary 4-layer
    TCP/IP communication suite. Maps out operational processes occurring within Application,
    Transport, Internet, and Link layers to facilitate networking literacy.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Computer Networking & IPAM
  - Protocols
  - TCP/IP
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'networkwalks.com: TCP/IP Model'
  addition_method: manual
  v2_locations:
  - networking.md
https://newrelic.com:
  addition_method: manual
  content_hash: 34faaf166315babfa11881b16f4e3493a20ac82dc90dc1860c17c479a733b0df
  description: ''
  health_score: 100.0
  last_checked: 1779030024.619663
  needs_ai_refresh: true
  stars: 0
  title: "New Relic \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://newrelic.com/blog/apm/java-opentelemetry:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed technical guide for implementing OpenTelemetry Java Agents.
    Walks engineers through automatic runtime byte-code manipulation, tracing JVM
    database operations, and configuring remote exporter endpoints.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - OpenTelemetry
  - Java Runtime
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'newrelic.com: Understand OpenTelemetry Part 4: Instrument a Java App with
    OpenTelemetry'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://newrelic.com/blog/best-practices/effective-strategies-kafka-topic-partitioning:
  addition_method: manual
  content_hash: a686a1ec8fc2dc6cbf8eb3b981dc36689e287935f0be679ef90b184634e6c0a0
  description: ''
  health_score: 100.0
  last_checked: 1779030680.145362
  stars: 0
  status: online
  title: "newrelic.com: Effective Strategies for Kafka Topic Partitioning \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://newrelic.com/blog/best-practices/java-opentelemetry:
  addition_method: manual
  content_hash: 6e57eeffc1dd0943d730a93365abea99193b537da39304bddcd6364c5d71e3c8
  description: ''
  health_score: 100.0
  last_checked: 1779033730.976696
  stars: 0
  status: online
  title: 'newrelic.com: Understand OpenTelemetry Part 4: Instrument a Java App with''
    OpenTelemetry'
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://newrelic.com/blog/best-practices/what-is-ebpf:
  addition_method: manual
  content_hash: 81c5e50016c3b266236884c1111f83b7696c3eca52662efb284beb7e0888f243
  description: ''
  health_score: 100.0
  last_checked: 1779032368.481371
  stars: 0
  title: 'newrelic.com: What Is eBPF and Why Does It Matter for Observability?'
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://newrelic.com/blog/dem/opentelemetry-opentracing-opencensus:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides an industry overview detailing the historical consolidation
    of OpenTracing and OpenCensus into the singular OpenTelemetry framework, clarifying
    telemetry standardization for enterprise operations.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Distributed Tracing
  - Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'newrelic.com: OpenTracing, OpenCensus, OpenTelemetry, and New Relic (Best
    overview of OpenTelemetry)'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://newrelic.com/blog/how-to-relic/create-nr-dashboards-with-terraform-part-1:
  addition_method: manual
  content_hash: 58356ee1c7ad24eab4e68a5fc8a0aa244893d3c49f99cc7689d1133b60336af7
  description: ''
  health_score: 100.0
  last_checked: 1779034207.942612
  stars: 0
  title: 'newrelic.com: Creating dashboards with Terraform and JSON templates'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://newrelic.com/blog/infrastructure-monitoring/create-nr-dashboards-with-terraform-part-1:
  addition_method: manual
  content_hash: dd1ffb6b78cf77e1e53299efc234aff6d6a6a77ce495a6b854fad0a88c0394cf
  health_score: 100.0
  last_checked: 1779130494.976196
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://newrelic.com/blog/infrastructure-monitoring/how-to-organize-kubernetes-clusters:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores patterns for organizing clusters, focusing on namespace isolation,
    label conventions, and annotation structures to support logging, monitoring, and
    tracing utilities.
  language: Go
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Cluster Design
  - Organization Models
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 4: How to Organize Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://newrelic.com/blog/infrastructure-monitoring/how-to-use-kubernetes-volumes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed New Relic platform tutorial detailing how Kubernetes Volumes
    function. It maps practical configurations from local directories up to persistent
    network volumes, helping engineers establish robust observability patterns around
    disk metrics.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes Storage Implementation
  - Volume Fundamentals
  - Implementation Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 5: Working with Kubernetes
    Volumes'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://newrelic.com/blog/infrastructure-monitoring/kubernetes-health-checks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Discusses Kubernetes health checks as a fundamental building block
    of cloud-native observability.

    - Details how to align probe configurations with telemetry and Prometheus metrics.

    - Focuses on mitigating application downtime through precise timing configurations.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 2: How to Use Health Checks'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://newrelic.com/blog/infrastructure-monitoring/kubernetes-request-and-limits:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Part one of New Relic''s resource management series.

    - Discusses how the scheduling engine maps resource requests onto bare-metal or
    VM node capacity.

    - Offers basic guidelines for balancing overall cluster reliability against hosting
    costs.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Resource Planning
  - Capacity Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.newrelic.com: Kubernetes Fundamentals, Part 1: How to Manage Cluster
    Capacity with Requests and Limits'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://newrelic.com/blog/observability/effective-strategies-kafka-topic-partitioning:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A deep dive into strategies for sizing and partitioning Kafka topics
    to balance message distribution and throughput. Analyzes the runtime cost of partition
    limits on broker JVM overhead, partition key selection, and strategies to prevent
    hot broker hotspots.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Topic Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "newrelic.com: Effective Strategies for Kafka Topic Partitioning \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://newrelic.com/blog/observability/what-is-ebpf:
  addition_method: manual
  content_hash: 96780d85bb2144d56fb49325cf7dd664656faafda892d8787987cf5bef98978b
  health_score: 100.0
  last_checked: 1779130494.963994
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-monitoring.md
https://newrelic.com/platform/kubernetes-pixie:
  description: "- [xgrid.medium.com: Tackling Kubernetes Observability Challenges
    with Pixie](https://xgrid.medium.com/tackling-kubernetes-observability-challenges-with-pixie-a03cbad93148)\n
    \   - [newrelic.com: What Is eBPF and Why Does It Matter for Observability?](https://newrelic.com/blog/observability/what-is-ebpf)"
  year: '2022'
  stars: 0
  ai_summary: Highlights New Relic's platform integration of Pixie, the open-source
    eBPF observability tool. Explains how kernel-level tracing simplifies microservice
    communication tracking, HTTP/gRPC parsing, and resource utilization monitoring
    without code modifications.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Modern Observability & Service Mesh
  - eBPF-Based Telemetry
  - Commercial Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'newrelic.com: Pixie'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://news.microsoft.com/build-2026-live-blog:
  addition_method: automatic
  ai_summary: A real-time technical tracker documenting platform updates and engineering
    announcements from Microsoft Build 2026 in San Francisco. Coverage focuses on
    Windows 11 system-level AI capabilities, copilot orchestration, and new developer
    kits for Arm architecture. This resource serves as the foundational catalog for
    Azure's evolving edge-to-cloud AI stack.
  category: azure
  complexity: Intermediate
  content_hash: N/A
  description: The central landing page and live blog for all engineering announcements,
    developer keynotes, and product releases from Microsoft Build 2026.
  hierarchy:
  - Cloud Providers
  - Microsoft Azure
  - Ecosystem Announcements
  - Build 2026
  is_microservice: false
  language: en
  last_checked: 1780352849.031624
  reputation_status: Vetted
  reputation_summary: The official documentation and real-time coverage feed for all
    developer and enterprise announcements at Microsoft Build 2026.
  resource_type: Live Blog
  social_preview_url: ''
  source_provenance: X.com (Azure)
  stars: 4
  status: online
  suggested_new_category: industry-news
  tags:
  - '[EMERGING]'
  title: Microsoft Build 2026 Live Blog
  year: '2026'
? https://news.microsoft.com/source/2025/03/03/microsoft-dragon-copilot-provides-the-healthcare-industrys-first-unified-voice-ai-assistant-that-enables-clinicians-to-streamline-clinical-documentation-surface-information-and-automate-task
: description: ''
  year: '2025'
  stars: 0
  ai_summary: Examines Microsoft's Dragon Copilot, the healthcare industry's first
    unified voice AI assistant. It streamlines clinical documentation, automates repetitive
    administrative tasks, and securely surfaces critical patient records within strict
    HIPAA compliance parameters.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Specialized AI Applications
  - Healthcare Systems
  - Voice Assistants
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Microsoft Dragon Copilot: Unified Voice AI Assistant for Healthcare'
  addition_method: manual
  v2_locations:
  - ai.md
  - chatgpt.md
https://news.ncsu.edu/2020/07/tech-job-interviews-anxiety:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An academic study proving that standard tech industry whiteboard evaluations
    primarily measure performance anxiety rather than software engineering competency.
    This research provides a solid foundation for companies redesigning interviews
    toward real-world codebase collaborations.
  language: English
  resource_type: study
  complexity: Intermediate
  hierarchy:
  - Professional Development
  - Interview Engineering
  - Industry Criticism
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'news.ncsu.edu: Tech Sector Job Interviews Assess Anxiety, Not Software Skills'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://news.slashdot.org/story/21/10/12/1818252/a-record-number-of-workers-are-quitting-their-jobs-empowered-by-new-leverage:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An aggregated community discussion dissecting the market leverage software
    engineers held during post-pandemic talent shortages. The resource provides architectural
    and operational feedback from grassroots developers discussing workplace improvements
    and tooling bottlenecks.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Industry Analysis
  - Labor Trends
  - The Great Resignation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'news.slashdot.org: A Record Number of Workers Are Quitting Their Jobs, Empowered
    by New Leverage'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://newsletter.francofernando.com/p/the-12-factor-app-an-updated-guide:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Revisits the classic 12-Factor app principles through a modern cloud-native
    lens. Analyzes how declarations like declarative formats, clean environment parity,
    and port binding apply to contemporary container networks.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Patterns
  - Twelve-Factor App
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'The 12-Factor App: An Updated Guide'
  addition_method: manual
  v2_locations:
  - devops.md
  - cicd.md
https://newsletter.pragmaticengineer.com/p/engineering-leadership-skillset-overlaps:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Synthesizes the overlapping skill sets required among senior technical
    roles, such as Engineering Managers, Tech Leads, and Product Managers. Clearly
    demarcates boundaries of accountability regarding system execution, architecture,
    and strategy, offering a model to coordinate these highly interdependent engineering
    pillars.
  language: en
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Engineering Leadership
  - Career Development
  - Organizational Scaling
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'newsletter.pragmaticengineer.com: Engineering Leadership Skill Set Overlaps'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://newsletter.thelongcommit.com/subscribe:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains advanced Git capabilities including reflogs, interactive rebasing,
    octopus merges, and auto-stash configuration. Equips developers to recover corrupted/deleted
    trees and master branch structures.
  language: English
  resource_type: Newsletter/Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Internals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'livecodestream.dev: Five Advanced Git Concepts that Make You Look Like a
    Pro'
  addition_method: manual
  v2_locations:
  - git.md
https://next.redhat.com/2021/08/23/introducing-volsync-your-data-anywhere:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory overview of VolSync's design goals and features, showing
    how the controller simplifies complex multi-cluster persistence synchronization.
    It details how the operator abstracts underlying storage structures, allowing
    unified data movement across diverse cloud backends.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Backup & Replication
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'next.redhat.com: Introducing VolSync: your data, anywhere'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://nextcloud.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A highly customizable, open-source content collaboration platform providing
    file sharing, document editing, and workspace tools natively deployable on self-hosted
    Kubernetes architecture for absolute data sovereignty.
  language: English
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Collaboration
  - Cloud Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: nextcloud.com
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://nextlinklabs.com/insights/handling-authentication-in-EKS-clusters-kubernetes-AWS-IAM:
  addition_method: manual
  content_hash: a03ff1f143ef3e02280753ab802f500e38464d3125aa28f16dff8d459947ba79
  description: ''
  health_score: 100.0
  last_checked: 1779033802.00728
  stars: 0
  title: 'nextlinklabs.com: Handling Auth in EKS Clusters: Setting Up Kubernetes User''
    Access Using AWS IAM'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://nextlinklabs.com/resources/insights/handling-authentication-in-eks-clusters-kubernetes-aws-iam:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A procedural analysis on managing administrative and developer user
    access to Amazon EKS using AWS IAM and the aws-auth ConfigMap. It maps IAM roles
    and users to internal Kubernetes RBAC groups, ensuring fine-grained, secure administrative
    control.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Security & Compliance
  - IAM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'nextlinklabs.com: Handling Auth in EKS Clusters: Setting Up Kubernetes User
    Access Using AWS IAM'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://nexus3-cli.readthedocs.io:
  addition_method: manual
  content_hash: 2d21c95b16a11ab0ce8bbcd71fa9eaa3730483b524ead2c4aa15cbc309728953
  description: ''
  health_score: 100.0
  last_checked: 1779034155.760481
  stars: 0
  status: online
  title: nexus3-cli.readthedocs.io
  v1_locations:
  - docs/registries.md
  year: N/A
https://nexus3-cli.readthedocs.io/en/latest:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Documentation portal for a Python-based third-party CLI wrapper targeting
    Sonatype Nexus 3 APIs. It outlines tasks such as repository setup, user configuration,
    and image manipulation via CLI scripts. Given modern orchestration shifts toward
    native declarative operators, this CLI library has transitioned into a legacy
    tool.
  language: Python
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Artifact Management
  - Package Repositories
  - Nexus Tooling
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: nexus3-cli.readthedocs.io
  addition_method: manual
  v2_locations:
  - registries.md
https://nfrankel.medium.com/goodbye-minikube-340070edc5af:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034424.568715
  stars: 0
  title: 'nfrankel.medium.com: Goodbye minikube'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://nginx-playground.wizardzines.com:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The live application corresponding to Julia Evans' Nginx configuration
    playground. It delivers a sandboxed, browser-based runtime that dynamically executes
    and reports Nginx behavior on arbitrary configurations, bridging the gap between
    theoretical syntax and actual routing behaviors without local environment overhead.
  language: N/A
  resource_type: Web Tool
  complexity: Beginner
  hierarchy:
  - Traffic Management
  - Load Balancing & Reverse Proxy
  - Nginx Playground
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "nginx-playground.wizardzines.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - web-servers.md
https://ngrep.sourceforge.net:
  description: ''
  year: '2002'
  stars: 4
  ai_summary: A network analysis utility that matches regular expressions to packets
    on network interfaces. It provides a familiar grep-like interface for analyzing
    raw wire payloads. Live Grounding verifies its critical role in live debugging,
    packet tracing, and network system forensics.
  language: C
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Networking
  - Packet Analysis
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: ngrep
  addition_method: manual
  v2_locations:
  - linux.md
https://nickjanetakis.com/blog/setting-up-docker-for-windows-and-wsl-to-work-flawlessly:
  description: ''
  addition_method: manual
  content_hash: 5413763721d3630c7b686cf27862df611ddf69959667242bc420c5a56efdc161
  health_score: 100.0
  last_checked: 1779033068.1164
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2017'
  ai_summary: A deep-dive guide addressing early integration issues between Docker
    for Windows and WSL. It provides concrete configuration fixes for port forwardings,
    shared volumes, and network bridge communication. These patterns are essential
    for maintaining stable local runtimes when orchestrating microservices across
    separate operating system environments.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Windows Subsystem for Linux
  - Docker Desktop
  is_microservice: false
  title: Setting Up Docker for Windows and WSL to Work Flawlessly
https://nickjanetakis.com/blog/using-wsl-and-mobaxterm-to-create-a-linux-dev-environment-on-windows:
  description: ''
  addition_method: manual
  content_hash: 48a73118058724abc68dc45cae1942d17ef83855a88aa2d9ba90c914cdf881e1
  health_score: 100.0
  last_checked: 1779031255.340255
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2017'
  ai_summary: This technical guide details the configuration of WSL alongside MobaXterm
    to establish a complete Linux development workstation on Windows. It demonstrates
    how MobaXterm's native X server facilitates seamless X11 forwarding, allowing
    users to run graphical Linux utilities directly. This configuration serves as
    a lightweight alternative to resource-heavy virtual machines, optimizing localized
    development environments.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Windows Subsystem for Linux
  - Terminal Emulators
  is_microservice: false
  title: Using WSL and MobaXterm to Create a Linux Dev Environment on Windows
https://nickjanetakis.com/blog/wait-until-your-dockerized-database-is-ready-before-continuing:
  description: ''
  year: '2016'
  stars: 3
  ai_summary: An engineering guide detail routing startup procedures in Docker systems.
    It details wait-for patterns to ensure databases are fully accepting connections
    prior to application initialization. Live Grounding emphasizes this pattern as
    crucial for avoiding container crash loops in Kubernetes environments.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Docker
  - Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Wait until Your Dockerized Database Is Ready before Continuing
  addition_method: manual
  v2_locations:
  - linux.md
? https://nicolasbarlatier.hashnode.dev/introduction-kubernetes-and-kustomize-how-to-easily-customize-any-resource-configuration-with-kustomize
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030202.023245
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'nicolasbarlatier.hashnode.dev: Introduction Kubernetes and Kustomize: How''
    to easily customize any resource configuration with Kustomize?'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering nicolasbarlatier.hashnode.dev:
    Introduction Kubernetes and Kustomize: How'' to easily customize any resource
    configuration with Kustomize? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://nicolasbarlatier.hashnode.dev/net-core-tip-2-how-to-troubleshoot-memory-leaks-within-a-net-console-application-running-in-a-linux-docker-container-in-kubernetes
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033503.707947
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'nicolasbarlatier.hashnode.dev: .NET Core Tip 2: How to troubleshoot Memory''
    Leaks within a .NET Console application running in a Linux Docker Container in
    Kubernetes'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering nicolasbarlatier.hashnode.dev:
    .NET Core Tip 2: How to troubleshoot Memory'' Leaks within a .NET Console application
    running in a Linux Docker Container in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://nicwortel.nl/blog/2022/05/27/continuous-deployment-to-kubernetes-with-github-actions:
  addition_method: manual
  content_hash: b2effc2605d81542b12e25f8b39c8e0d543210bdb75fefbdf7ad286d84ae06ad
  description: ''
  health_score: 100.0
  last_checked: 1779031540.241448
  stars: 0
  status: online
  title: 'nicwortel.nl: Continuous deployment to Kubernetes with GitHub Actions'
  v1_locations:
  - docs/demos.md
  year: N/A
https://nightfall.ai/atlassian-cloud-hipaa-compliant:
  addition_method: manual
  content_hash: 7917fb8c2d1bf762cc8c2f32770f125b323601672e4b083e83c8641402533633
  description: ''
  health_score: 100.0
  last_checked: 1779033487.143648
  stars: 0
  title: 'nightfall.ai: Is Atlassian Cloud HIPAA Compliant?'
  v1_locations:
  - docs/project-management-tools.md
  year: N/A
https://nikhilism.com/post/2020/mystery-knowledge-useful-tools:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A compilation of esoteric systems engineering wisdom and alternative
    Unix diagnostic tools. Offers high-value insights on process behavior, signal
    handling, and hidden edge cases of standard OS tooling.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Systems Programming
  - Technical Insights
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'nikhilism.com: Mystery Knowledge and Useful Tools'
  addition_method: manual
  v2_locations:
  - linux.md
https://nikolaygrozev.wordpress.com/2015/07/01/reshaping-in-pandas-pivot-pivot-table-stack-and-unstack-explained-with-pictures:
  description: ''
  year: '2015'
  stars: 3
  ai_summary: Curator Insight provides visual breakdowns of Pandas reshaping primitives,
    including pivoting, stacking, and unstacking. Live Grounding highlights that mastering
    multi-indexed object reshaping remains a critical step for data engineers formatting
    real-time telemetry datasets.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Pandas
  - Data Reshaping
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Reshaping in Pandas – Pivot, Pivot-Table, Stack and Unstack explained with
    Pictures
  addition_method: manual
  v2_locations:
  - python.md
https://nilesh93.medium.com/replacing-docker-desktop-with-podman-and-kind-in-macos-c750581a3fda:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033594.612384
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'nilesh93.medium.com: Replacing Docker Desktop with Podman and Kind in MacOS'
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering nilesh93.medium.com:
    Replacing Docker Desktop with Podman and Kind in MacOS in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://nillsf.com/index.php/2020/11/17/running-windows-containers-on-the-azure-kubernetes-service-aks:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Operational overview detailing how to build, deploy, scale, and manage
    traditional Windows Server workload containers securely on dedicated Windows node
    pools in AKS.
  language: N/A
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Runtime Environments
  - Windows Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'nillsf.com: Running Windows containers on the Azure Kubernetes Service (AKS)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://nipafx.dev/java-11-migration-guide:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A granular, highly practical developer migration handbook for transitioning
    older codebases from Java 8 to Java 11. It highlights class path vs module path
    adjustments, removed APIs, and deprecated flags essential for upgrading core software
    systems.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Java Language
  - Migration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: All You Need To Know For Migrating To Java 11
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://niravshah2705.medium.com/play-with-volume-for-statefulsets-7fbf14221e74:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029478.322825
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'niravshah2705.medium.com: Play with volume for statefulsets'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering niravshah2705.medium.com:
    Play with volume for statefulsets in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://nirmata.com/2020/10/30/auto-labeling-kubernetes-resources-with-kyverno:
  addition_method: manual
  content_hash: b1bd27db55101b70e25987b7941ce70daaeee4a61c15746efef717e17bd4e924
  description: ''
  health_score: 100.0
  last_checked: 1779031755.619244
  stars: 0
  title: 'nirmata.com: Auto-labeling Kubernetes resources with Kyverno'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://nirmata.com/2021/08/12/kubernetes-supply-chain-policy-management-with-cosign-and-kyverno:
  description: ''
  addition_method: manual
  content_hash: 6a6cf7d4e468e229458088917ad32e78e934ed42de58a7a1c77de910cebfb30b
  health_score: 100.0
  last_checked: 1779034476.852717
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: Practical guide demonstrating how Nirmata utilizes Sigstore Cosign paired
    with Kyverno to authenticate digital signatures on incoming container images.
    Establishes programmatic cryptographic validation inside admission paths, preventing
    unverified or tampered binaries from launching in production environments.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Supply Chain Security
  - Container Verifying
  is_microservice: false
  title: 'nirmata.com: Kubernetes Supply Chain Policy Management with Cosign and Kyverno'
https://nirmata.com/2021/08/18/introducing-kyverno-1-4-2-trusted-and-more-efficient:
  description: ''
  addition_method: manual
  content_hash: deca9cef04c5d8e6ad6b6a62e832e14b2e910c26d30ad36110d17e8662c464dc
  health_score: 100.0
  last_checked: 1779034041.558504
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: Reviews release-specific improvements introduced in Kyverno v1.4.2,
    highlighting optimizations in validation speeds, improved caching models, and
    expanded schema support. Provides performance benchmarks of Kyverno when subjected
    to scale workloads across massive enterprise orchestrators.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Kyverno Releases
  is_microservice: false
  title: 'nirmata.com: Introducing Kyverno 1.4.2: Trusted And More Efficient!'
https://nishnit007.medium.com/a-journey-from-dockerfile-to-application-deployment-on-kubernetes-for-beginners-fea1eb0f3581:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032661.688294
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'nishnit007.medium.com: A Journey from Dockerfile to Application Deployment''
    on Kubernetes For Beginners'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering nishnit007.medium.com:
    A Journey from Dockerfile to Application Deployment'' on Kubernetes For Beginners
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-through-terraform-multi-environment-deployment-part-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031416.296613
  stars: 0
  title: "nitheeshp.dev: Practical CI/CD Guide to Deploying AWS Infrastructure through'
    Terraform - Multi Environment Deployment - Part 2 \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-through-terraform-multi-environment-deployment-part-3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031037.206983
  stars: 0
  title: "nitheeshp.dev: Practical CI/CD Guide to Deploying AWS Infrastructure through'
    Terraform - Multi Environment Deployment - Part 3 \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-through-terraform-multi-environment-deployment-part-4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030979.347866
  stars: 0
  title: "nitheeshp.dev: Practical CI/CD Guide to Deploying AWS Infrastructure through'
    Terraform - Multi Environment Deployment - Part 4 \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://nitheeshp.dev/practical-cicd-guide-to-deploying-aws-infrastructure-through-terraform-part-1-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030086.647859
  stars: 0
  title: "nitheeshp.dev: Practical CI/CD Guide to Deploying AWS Infrastructure through'
    Terraform - Multi Environment Deployment - Part 1 \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://nitheeshp.dev/series/terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034497.316603
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "nitheeshp.dev: Practical CI/CD Guide to Deploying AWS Infrastructure \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering nitheeshp.dev:
    Practical CI/CD Guide to Deploying AWS Infrastructure \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://nitishblog.hashnode.dev/kubernetes-services-your-way-to-connect-with-your-application:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032368.44448
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'nitishblog.hashnode.dev: Kubernetes Services - Your way to connect with''
    your application'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering nitishblog.hashnode.dev:
    Kubernetes Services - Your way to connect with'' your application in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://nivogt.medium.com/boost-your-kubernetes-clusters-autoscaler-on-aws-eks-with-karpenter-4d23955944f2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032622.465623
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'nivogt.medium.com: Boost your Kubernetes cluster’s Autoscaler on AWS EKS''
    with Karpenter'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering nivogt.medium.com:
    Boost your Kubernetes cluster’s Autoscaler on AWS EKS'' with Karpenter in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://nivogt.medium.com/iac-continuous-delivery-with-crossplane-and-argocd-how-to-automate-the-creation-of-aws-eks-1523ef0e0aa:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030322.832717
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
https://nix.dev/manual/nix/2.28:
  description: '- [github.com/NVIDIA/nvidia-docker: NVIDIA/nvidia-docker/volumes.go](https://github.com/NVIDIA/nvidia-docker/blob/8c0eeba474cace48fdb8216f518063db2bd2d4d1/tools/src/nvidia/volumes.go#L103)
    NVIDIA’s documentation is disappointingly evasive on what the “driver” is, but
    we find a good answer in their official source code.'
  year: '2024'
  stars: 0
  ai_summary: This reference analysis investigates how nvidia-docker mounts and exposes
    host driver layers to application runtimes. By diving directly into the underlying
    Go implementation, it uncovers runtime volume mounting patterns that official
    NVIDIA documentation often obscures.
  language: Go
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Runtimes
  - GPU Drivers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Nix
  addition_method: manual
  v2_locations:
  - mlops.md
https://nixos.org/manual/nix/stable:
  addition_method: manual
  content_hash: 52cafcce5adfe08d39e73a6cbccd6015b3fa74a77729d06eb129d880a47946e1
  description: ''
  health_score: 100.0
  last_checked: 1779031896.554127
  stars: 0
  status: online
  title: Nix
  v1_locations:
  - docs/mlops.md
  year: N/A
https://nodejs.org:
  addition_method: manual
  content_hash: 058296ef07df49e296e04133d6a48fe327583265f7f10d464ec621d8f4f46012
  description: ''
  health_score: 100.0
  last_checked: 1779032728.752154
  stars: 0
  status: online
  title: nodejs.org
  v1_locations:
  - docs/javascript.md
  year: N/A
https://nodejs.org/en:
  description: ''
  year: '2009'
  stars: 0
  ai_summary: Home of the Node.js project, an asynchronous event-driven JavaScript
    runtime built on Chrome's V8 engine. Leverages a non-blocking I/O model to run
    high-throughput networking services at scale.
  language: C++
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Runtime Environments
  - Node.js Platform
  - Asynchronous Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: nodejs.org
  addition_method: manual
  v2_locations:
  - javascript.md
https://noidea.dog/glue:
  addition_method: manual
  content_hash: 9cba84f42633088b5732e60c62676b33f3dc6e6152cb75f0eaaea2c9fa02f52a
  description: ''
  health_score: 100.0
  last_checked: 1779029370.135768
  stars: 0
  status: online
  title: '==noidea.dog/glue: Being Glue=='
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://nomadproject.io:
  addition_method: manual
  content_hash: 551752ab388014d3901032a5447b5a610cf0cd783fc017c7816d842acae4ebd2
  description: ''
  health_score: 100.0
  last_checked: 1779032178.157377
  stars: 0
  status: online
  title: Nomad
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://noodlemctwoodle.medium.com/automating-microsoft-sentinel-deployment-with-azure-devops-ci-cd-2d4ae0c4e254:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033084.320873
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD
  v1_locations:
  - docs/azure.md
  - docs/cicd.md
  - docs/devsecops.md
  v2_locations:
  - azure.md
  - cicd.md
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Automating
    Microsoft Sentinel Deployment with Azure DevOps CI/CD in the Kubernetes Tools
    ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://nordicapis.com/5-protocols-for-event-driven-api-architectures:
  description: "- What is an Event-Driven Architecture? Event-driven architectures
    establish an event that can be consumed and reacted to. But what is an event?
    An event is essentially any significant change from one state to another, such
    as the change from having no messages in your inbox to have a new message in your
    inbox. This state can be reacted to internally (such as when the email program
    in question realizes a new message has been received), externally (when a user
    sees a notification for a new message), or used to generate another event (for
    instance, the message tally increases by one). Event-driven architectures are
    appealing to API developers because they function very well in asynchronous environments.
    By crafting APIs that trigger certain functions on new event delivery, API systems
    don’t have to inherently wait for synchronous delivery or real time communication.
    This is hugely beneficial, as eliminating the need to constantly poll endpoints
    frees resources from otherwise wasteful purposes, reducing both general hardware
    requirements and call-specific overhead. For this reason, event-driven architectures
    are very, very popular, and lead to improved power, bandwidth, and co-processing
    than other solutions and architectures such as polling and other poll-centric
    derivatives.\n    - 5 Types of Event-Driven Protocols for APIs:\n        - WebSockets\n
    \       - WebHooks\n        - REST Hooks\n        - Pub-Sub\n        - Server
    Sent Events"
  year: '2021'
  stars: 3
  ai_summary: 'Explores five critical protocols enabling asynchronous API communications:
    WebSockets, Webhooks, REST Hooks, Pub-Sub models, and Server-Sent Events (SSE).
    Details how eliminating polling reduces compute overhead and saves bandwidth.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - APIs
  - Protocols
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "nordicapis.com: 5 Protocols For Event-Driven API Architectures \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://nordicapis.com/understanding-the-hidden-powers-of-curl:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: An in-depth analysis of advanced curl functionalities, detailing raw
    TCP manipulation, custom HTTP headers, proxy tunneling, and authentication. A
    key diagnostic asset for testing REST APIs and debugging microservice networks.
  language: English
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Data Transfer Protocols
  - Command Line Utilities
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: '**curl command**: Understanding the Hidden Powers of curl'
  addition_method: manual
  v2_locations:
  - linux.md
https://nordicapis.com/using-grpc-to-connect-a-microservices-ecosystem:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: An architectural evaluation of employing gRPC to construct a microservices
    ecosystem. Discusses how using Protocol Buffers and HTTP/2 optimizes backplane
    performance, minimizes payload sizes, and guarantees interface contracts.
  language: Agnostic
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - RPC
  - gRPC
  tags:
  - '[CASE STUDY]'
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'nordicapis.com: Using gRPC to Connect a Microservices Ecosystem'
  addition_method: manual
  v2_locations:
  - api.md
https://noti.st/morsapaes/liQzgs/change-data-capture-with-flink-sql-and-debezium:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This reference presentation demonstrates how to unify Flink SQL with
    Debezium for continuous, stateful stream processing. By executing SQL syntax directly
    over streaming change logs, developers can bypass staging databases to run real-time
    aggregations and materialize low-latency analytical views.
  language: SQL
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Stream Processing
  - Flink SQL
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "noti.st: Change Data Capture with Flink SQL and Debezium \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://noticiastrabajo.huffingtonpost.es/como-deben-autonomos-retrasar-pago-intereses-creditos-ico:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Regulatory advisory detailing the mechanism for Spanish freelancers
    (autónomos) to delay interest payments on state-backed ICO (Instituto de Crédito
    Oficial) loans. Critical for independent developers and micro-agencies navigating
    macroeconomic transitions and restructuring business cash flows.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Careers
  - Freelancing
  - Spanish Regulations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'noticiastrabajo.es: Así pueden los autónomos retrasar el pago de los intereses
    de los créditos ICO'
  addition_method: manual
  v2_locations:
  - freelancing.md
https://notmattlucas.com/kubernetes-configuration-with-kustomize-f4dbba250f3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031163.912388
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'notmattlucas.com: Kubernetes Configuration with Kustomize'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering notmattlucas.com:
    Kubernetes Configuration with Kustomize in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://npkill.js.org:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Light and fast CLI utility to find and eliminate heavy `node_modules`
    folders, optimizing local disk space and build pipeline footprints during modern
    development.
  language: TypeScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Workspace Optimization
  - Dependency Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: npkill.js.org
  addition_method: manual
  v2_locations:
  - javascript.md
https://nth-root.nl/en/guides/automate-kubernetes-deployments-with-github-actions:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A clear operational guide showcasing custom deployments to external
    Kubernetes clusters using GitHub Actions. Explains secure credential management,
    configuring kubectl contexts, and deploying applications with zero-downtime rolling
    updates.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Automated Cloud Deployments
  - Kubernetes CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'nicwortel.nl: Continuous deployment to Kubernetes with GitHub Actions'
  addition_method: manual
  v2_locations:
  - demos.md
https://nubenetes.com:
  addition_method: manual
  content_hash: 3fb50a3c04b53d182fcf687d41a9cab7d250efbc8418497532cb7c259c361bc9
  health_score: 100.0
  last_checked: 1779030854.385219
  needs_ai_refresh: true
  v1_locations: []
https://nubenetes.com/terraform:
  description: ''
  addition_method: manual
  content_hash: c7354665231f975002be956f096eedc802635fd5b4d4830a8e328cdf387b2172
  health_score: 100.0
  last_checked: 1781430051.062253
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/about.md
  v2_locations:
  - about.md
  status: online
  year: '2024'
  stars: 5
  ai_summary: A library of enterprise-stable Terraform templates configured specifically
    for modern Kubernetes environments (EKS, GKE, AKS). Includes pre-tested infrastructure
    specifications for VPC topologies, private nodes, and dynamic ingress setups.
  language: HCL
  resource_type: Boilerplate
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Infrastructure as Code
  - Terraform Boilerplates
  is_microservice: true
  title: "Terraform Kubernetes Boilerplates \U0001F31F"
https://nubesgen.com:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Official workspace for NubesGen, a community-driven GitOps bootstrapping
    engine. It streamlines developer onboarding by dynamically outputting tailored,
    best-practice Terraform or Bicep templates for hosting Java, Node.js, and .NET
    applications on Azure. This eliminates manual configuration of networking and
    identity components.
  language: English
  resource_type: Software Portal
  complexity: Intermediate
  hierarchy:
  - Architecture & Microservices
  - Infrastructure as Code
  - Application Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: nubesgen.com
  addition_method: manual
  v2_locations:
  - azure.md
https://numericaideas.com/blog/auto-scaling-group-on-aws-with-terraform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details the process of creating highly resilient Auto Scaling Groups
    (ASG) on AWS with Terraform. Walks engineers through launch template creation,
    scaling policy thresholds, and ELB target group registrations.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Compute & Serverless
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'numericaideas.com: Auto Scaling Group on AWS with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://numerous.ai:
  addition_method: manual
  ai_summary: SaaS productivity engine integrating foundational OpenAI endpoints directly
    into Google Sheets and Microsoft Excel. Streamlines automated data classification,
    extraction, and formatting at scale.
  complexity: Beginner
  content_hash: 84d94554504ed06482bcad48b71766e99fb657e83730b5a5475aea8797e4b316
  description: ''
  health_score: 100.0
  hierarchy:
  - Data Analysis
  - Spreadsheet Automation
  - AI Integration
  is_microservice: false
  language: English
  last_checked: 1779032583.54723
  needs_ai_refresh: true
  resource_type: SaaS Tool
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: numerous.ai
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
https://nunoadrego.com/posts/abusing-pod-priority:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A security analysis of scheduling risks, demonstrating how malicious
    or misconfigured tenants can exploit unvalidated PriorityClasses to starve other
    workloads and disrupt critical platform clusters.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Orchestration
  - Scheduling Risks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'nunoadrego.com: Abusing Pod Priority'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://nuxx.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034300.694323
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Visual docker-compose.yml file generator \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Visual
    docker-compose.yml file generator \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://nvie.com/posts/a-successful-git-branching-model:
  description: ''
  year: '2010'
  stars: 0
  ai_summary: An extract of Vincent Driessen's GitFlow detailing feature branch mechanics.
    It outlines the conventions for branching off and merging back into the `develop`
    line, providing a structured approach for isolation that is best suited for scheduled
    release cycles.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'nvie.com: Feature Branches. A successful Git branching model'
  addition_method: manual
  v2_locations:
  - git.md
https://nwktimes.blogspot.com/2023/06/azure-ilb-for-nva-ha.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Network architecture design for securing enterprise environments with
    Network Virtual Appliances (NVAs). Proposes high-availability patterns using Azure
    Internal Load Balancers (ILBs) as Next Hop targets in User Defined Route (UDR)
    tables. Ensures continuous packet inspection and automated failover mechanics
    for north-south traffic.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Hybrid Networking
  - Network Security
  - NVA High Availability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'nwktimes.blogspot.com: NVA Part IV: NVA Redundancy with Azure Internal Load
    Balancer'
  addition_method: manual
  v2_locations:
  - azure.md
https://nylas.com/blog/performance:
  addition_method: manual
  content_hash: 7c31ce15eb686a0016ae9857b4a302b7ee5dd62928c034eb8b41cf36a23ab23d
  description: ''
  health_score: 100.0
  last_checked: 1779029068.655388
  stars: 0
  status: online
  title: 'nylas.com: Profiling Python in Production'
  v1_locations:
  - docs/python.md
  year: N/A
https://o365reports.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Reference hub providing automated PowerShell tracking scripts, compliance
    reports, security checklists, and auditing dashboards designed for Microsoft 365
    and Office 365 cloud environment operations.
  language: PowerShell
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - SaaS Administration
  - Office 365
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'o365reports.com: Office 365 Reports'
  addition_method: manual
  v2_locations:
  - azure.md
https://oauth2-proxy.github.io/oauth2-proxy:
  addition_method: manual
  content_hash: f7a837f613af512d2f31108fe2d2b5f8a77dc98b0405c7ebd91591d5774419a4
  health_score: 100.0
  last_checked: 1779032380.456356
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-security.md
https://obsidian.md:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A highly customizable, local-first knowledge management application
    built over raw Markdown files. Leveraging an extensive community-plugin ecosystem,
    it allows engineers to construct a second brain using bidirectional linking, visual
    graph representations, and robust offline-first operations.
  language: JavaScript
  resource_type: Tool Website
  complexity: Intermediate
  hierarchy:
  - Modern Workforce
  - Personal Productivity
  - Knowledge Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Obsidian
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://oci-ansible-collection.readthedocs.io:
  addition_method: manual
  content_hash: 73f2df85788a4f0945a404f06c0e2638e755e12a129e21d1a96e2609a95cec1d
  description: ''
  health_score: 100.0
  last_checked: 1779030433.923301
  stars: 0
  status: online
  title: oci-ansible-collection.readthedocs.io
  v1_locations:
  - docs/ansible.md
  year: N/A
https://oci-ansible-collection.readthedocs.io/en/latest:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Official Sphinx documentation detailing Oracle Cloud Infrastructure
    (OCI) Ansible Collection. It gives DevOps engineers a standardized declarative
    approach to provisioning and managing OCI virtual networks, compute instances,
    database nodes, and object storage systems.
  language: Python
  resource_type: documentation
  complexity: intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Cloud Collections
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: oci-ansible-collection.readthedocs.io
  addition_method: manual
  v2_locations:
  - ansible.md
https://oclif.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Oclif is an extensible Node.js CLI framework engineered by Salesforce/Heroku
    for constructing robust command-line tools. It supports self-documenting commands,
    precise flag parsing, and an advanced, scalable plugin architecture. Live grounding
    indicates its continued dominance as the underlying engine for enterprise-grade
    command-line environments and developer tooling kits globally.
  language: TypeScript
  resource_type: framework
  complexity: Advanced
  hierarchy:
  - Developer Tooling
  - CLI Frameworks
  - Oclif
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "oclif.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://octant.dev:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: 'VMware''s visual tool for inspecting Kubernetes clusters. *Live Grounding*:
    This project is officially retired and archived. It serves solely as a design
    architectural reference for highly extensible, dashboard-based cluster visualization.'
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Desktop Client
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: octant.dev
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://octetz.com/docs/2018/2018-12-07-psp:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034355.404485
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'octetz.com: Setting Up Pod Security Policies'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering octetz.com:
    Setting Up Pod Security Policies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://octoperf.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Octoperf is a commercial, cloud-native performance testing platform
    built directly on top of Apache JMeter. It streamlines the creation, execution,
    and analysis of large-scale JMeter tests without the burden of managing local
    load generator infrastructure. Ideal for modern DevOps pipelines seeking codeless
    test design and real-time reporting dashboards.
  language: N/A
  resource_type: SaaS
  complexity: Intermediate
  hierarchy:
  - Testing
  - Performance Testing
  - SaaS Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: octoperf.com
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://octopus.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A prominent release management and deployment platform engineered to
    coordinate complex multi-tenant releases, offering visual runbooks, automated
    target deployments, and progressive delivery (canary/blue-green) across Kubernetes
    clusters.
  language: C#
  resource_type: Platform
  complexity: High
  hierarchy:
  - Software Delivery
  - Release Orchestration
  - Enterprise Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Octopus Deploy - deployment tool
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://octopus.com/blog/applied-gitops-with-kustomize:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: High-density exploration of integrating Kustomize into GitOps pipelines.
    Emphasizes structured multi-environment promotion strategies, maintaining a single
    source of truth, and coordinating configuration changes using tools like Argo
    CD to ensure cluster reconciliation matches Git state.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - GitOps
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'codefresh.io: Applied GitOps with Kustomize'
  addition_method: manual
  v2_locations:
  - kustomize.md
https://octopus.com/blog/devops-automation-repo-design:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly technical deep-dive into branching strategies, mono-repo vs.
    multi-repo patterns, and directory structures ideal for secure continuous delivery.
    Evaluates how repository segregation prevents configuration drift and minimizes
    blast radiuses.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - GitOps
  - Methodology
  - Repository Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'octopus.com: How to structure your Git repository for DevOps automation'
  addition_method: manual
  v2_locations:
  - gitops.md
https://octopus.com/blog/docker-anti-patterns:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Identifies architectural antipatterns that degrade container system
    health, performance, and flexibility. Warns against embedding configuration states,
    mixing application processes, and handling secrets insecurely.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Architectural Patterns
  - Anti-patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "codefresh.io: Docker anti-patterns \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://octopus.com/blog/getting-started-with-powershell-dsc:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides a hands-on guide to compiling, setting up, and applying PowerShell
    DSC configurations on target servers, with a focus on system alignment checks.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure Automation
  - Config Management
  - Desired State Configuration
  - Introductory Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'octopus.com: Getting started with PowerShell Desired State Configuration
    (DSC)'
  addition_method: manual
  v2_locations:
  - azure.md
https://octopus.com/blog/how-to-model-your-gitops-environments:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines advanced strategies for modeling multi-tier environments (development,
    staging, production) within a GitOps configuration system. Strongly advocates
    utilizing folder-based hierarchy structures or parameterized configurations over
    complex branching methodologies to simplify releases.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Environment Modeling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "codefresh.io: How to Model Your Gitops Environments and Promote Releases
    between Them \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://octopus.com/blog/introduction-to-hcl-and-hcl-tooling:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An introductory guide into HCL syntax and parser tooling. Demystifies
    blocks, attributes, variables, local scopes, and ternary expressions, equipping
    developers with the core conceptual constructs needed to build complex Terraform
    modules.
  language: HCL
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Languages
  - Syntax Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'octopus.com: Introduction to HCL and HCL tooling'
  addition_method: manual
  v2_locations:
  - terraform.md
https://octopus.com/blog/kubernetes-antipatterns-1:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An analytical guide covering common deployment errors within CI/CD pipelines.
    It reviews operational anti-patterns such as relying on 'latest' image tags, bypassing
    declarative configuration state with live manual mutations, and ignoring container
    probes, offering actionable solutions for engineering teams.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Deployment Anti-Patterns
  - Operational Safety
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codefresh.io: Kubernetes Deployment Antipatterns – part 1'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://octopus.com/blog/kubernetes-antipatterns-2:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The second part of the deployment anti-patterns analysis, shifting focus
    to architectural challenges, resource isolation, and credentials. Highlights risks
    such as omitted CPU/Memory requests, hardcoded environment credentials, and missing
    Pod Disruption Budgets, promoting stable scheduling practices.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Deployment Anti-Patterns
  - Operational Safety
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codefresh.io: Kubernetes Deployment Antipatterns – part 2'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://octopus.com/blog/progressive-delivery-for-kubernetes-config-maps-using-argo-rollouts:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Solves the tricky challenge of managing and rolling out application
    configuration updates dynamically. Demonstrates how to trigger controlled, safe
    progressive delivery cycles for applications when only ConfigMaps or Secrets are
    modified.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - GitOps & CD
  - Argo Rollouts
  - Configuration Management
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'codefresh.io: Progressive delivery for Kubernetes Config Maps using Argo
    Rollouts'
  addition_method: manual
  v2_locations:
  - argo.md
https://octopus.com/blog/pulumi-and-aks-with-octopus-deploy:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed enterprise deployment case study highlighting the instantiation
    of Azure Kubernetes Service (AKS) clusters via Pulumi code coupled with Octopus
    Deploy continuous release orchestrations.
  language: TypeScript
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Provisioning
  - AKS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'octopus.com: Create an AKS Cluster with Pulumi and Octopus Deploy'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://octopus.com/blog/using-argo-cd-and-kustomize-for-configmap-rollouts:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Resolves the issue of non-rolling updates for Kubernetes ConfigMaps.
    Leverages Kustomize hash generation alongside Argo CD to trigger rolling updates
    across associated deployments upon configuration changes.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Configuration Rollouts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "codefresh.io: Using Argo CD and Kustomize for ConfigMap Rollouts \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://octopus.com/blog/using-helm-with-gitops:
  description: '- [medium: Using Helm with GitOps](https://medium.com/containers-101/using-helm-with-gitops-555443340369)'
  year: '2021'
  stars: 0
  ai_summary: Analyzes the synergies and friction points of matching the declarative
    GitOps model with Helm's transactional release engine. Recommends strategies for
    separating configuration definitions from package logic.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Continuous Delivery
  - GitOps
  - Helm Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "codefresh.io: Using Helm with GitOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://octopus.com/codefresh:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An enterprise GitOps and progressive delivery platform built entirely
    on Argo CD and Argo Rollouts (acquired by Octopus Deploy). Provides centralized,
    multi-cluster deployment visibility, automated release analytics, and advanced
    deployment strategies (Canary, Blue/Green) within Kubernetes topologies.
  language: Go
  resource_type: Platform
  complexity: High
  hierarchy:
  - Software Delivery
  - GitOps
  - ArgoCD Enterprise
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Codefresh
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://octopus.com/devops:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes the application of visual Kanban paradigms to Kubernetes deployment
    pipelines, specifically managing and promoting Helm releases across environments.
    Contrasts traditional CI/CD promotion techniques with visual value stream modeling,
    demonstrating how platform teams can reduce deployment friction and coordinate
    microservice boundaries with clear board transitions.
  language: en
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps
  - Helm Lifecycle Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "codefresh.io: Using a Kanban board to manage and promote Helm Releases \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
  - helm.md
  - kubernetes-based-devel.md
https://octopus.com/devops/gitops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A strategic evaluation of GitOps workflows and state-reconciliation
    mechanisms for infrastructure and applications. By contrasting push vs. pull GitOps
    pipelines (e.g., using Argo CD or Octopus Deploy with Crossplane), the guide highlights
    methods for treating Kubernetes as the source of truth for all environment mutations.
  language: Agnostic
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - GitOps & CI/CD
  - GitOps
  - Methodologies
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'codefresh.io: Using GitOps for Infrastructure and Applications With Crossplane
    and Argo CD'
  addition_method: manual
  v2_locations:
  - crossplane.md
https://octopus.com/docs/deployments/patterns/deployment-process-as-code:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An operational guide focusing on Octopus Deploy's configuration-as-code
    pattern. Explains how release steps, parameters, and variable definitions are
    described natively in Git repositories using Octopus Configuration Language (OCL).
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Software Delivery
  - Release Orchestration
  - Enterprise Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'octopus.com: Deployment process as code'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://odedia.org/production-considerations-for-spring-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031230.783318
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==odedia.org: Production Considerations for Spring on Kubernetes== \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==odedia.org:
    Production Considerations for Spring on Kubernetes== \U0001F31F\U0001F31F\U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://odo.dev:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: A developer-focused CLI tool for writing and deploying applications
    on Kubernetes and OpenShift without deep Kubernetes knowledge. It abstracts complex
    YAML files and facilitates live code updates directly inside running containers.
    It represents an emerging paradigm in local iteration loops, competing with tooling
    like Skaffold and Tilt for developer mindshare.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Developer Experience
  - Inner Loop
  - Kubernetes CLI
  tags:
  - '[EMERGING]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: odo
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://offensive-terraform.github.io:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A collection of customized HCL templates designed for cybersecurity
    audits, simulating misconfigured cloud scenarios. Assists DevSecOps teams in proactively
    testing detection and response pipelines against infrastructure flaws.
  language: HCL
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Security
  - Penetration Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "offensive-terraform.github.io: Offensive Terraform Modules \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://offensive-terraform.github.io/offensive-terraform.github.io:
  addition_method: manual
  content_hash: 7e34dbf880d5a1dd93372d81ee122edbf9ee64b8c5f857a33918d8cae815619c
  description: ''
  health_score: 100.0
  last_checked: 1779034045.411065
  stars: 0
  status: online
  title: "offensive-terraform.github.io: Offensive Terraform Modules \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://ohmyz.sh:
  description: ''
  year: '2009'
  stars: 5
  ai_summary: The premier framework for managing Zsh shell configurations. It comes
    packaged with thousands of community-authored helper functions, themes, and CLI
    integrations. Live Grounding highlights its unparalleled adoption across developer
    workstations, standardizing interactive command-line interfaces.
  language: Shell
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Terminal Environment
  - Shell Configuration
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Oh My Zsh
  addition_method: manual
  v2_locations:
  - linux.md
https://ohshitgit.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Practical developer's playbook providing escape instructions for common
    Git terminal errors. Explores reflog manipulation, commit re-writing, HEAD restoration,
    and detached branch recovery workflows.
  language: None
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Git Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Oh shit, git!
  addition_method: manual
  v2_locations:
  - git.md
https://okd.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The community-backed, open-source upstream counterpart to Red Hat OpenShift.
    OKD integrates Kubernetes with core Linux container tools (like Fedora CoreOS)
    to offer a complete self-managing, multi-tenant container platform designed for
    declarative applications, CI/CD, and simplified enterprise operations.
  language: Go
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Enterprise Distributions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: OKD
  addition_method: manual
  v2_locations:
  - ocp4.md
  - kubernetes-on-premise.md
https://okdiario.com/economia/telefonica-santander-despiden-467-empleados-2021-denuncias-companeros-8655690:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Highlights corporate governance, whistleblowing protocols, and internal
    compliance mechanisms within large enterprises, as demonstrated by internal investigations
    leading to dismissals at Telefónica and Santander. Discusses the ethical standards,
    documentation compliance, and psychological safety guidelines required to sustain
    a healthy corporate and software operations environment.
  language: es
  resource_type: News Analysis
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Security & Compliance
  - Corporate Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'okdiario.com: Telefónica y Santander despiden a 467 empleados en 2021 por
    denuncias de compañeros'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://okteto.com/blog/kubernetes-for-developers-blog-series-by-okteto:
  addition_method: manual
  content_hash: 45b89562d621e26f26c29a3325acc7069d7bc71b034582bc219012d2b3a37df9
  description: ''
  health_score: 100.0
  last_checked: 1779030220.793627
  stars: 0
  status: online
  title: 'okteto.com: Kubernetes for Developers Blog Series by Okteto'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://okteto.com/blog/preview-environments-for-kubernetes:
  addition_method: manual
  content_hash: d32b30d2d517847c7cbd9e69ad6b5bf2caf75aab1efedabb18efc5181983e5fd
  description: ''
  health_score: 100.0
  last_checked: 1779032249.209741
  stars: 0
  status: online
  title: 'okteto.com: Run your Pull Request Preview Environments on Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://olamiko.medium.com/technical-series-kubernetes-networking-5a5dc3823163:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031987.529504
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'olamiko.medium.com: Technical Series: Kubernetes Networking'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering olamiko.medium.com:
    Technical Series: Kubernetes Networking in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://oldgitops.medium.com/setting-up-podman-on-wsl2-in-windows-10-be2991c2d443:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033078.902903
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "oldgitops.medium.com: Setting up Podman on WSL2 in Windows 10 \U0001F31F"
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering oldgitops.medium.com:
    Setting up Podman on WSL2 in Windows 10 \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://oliverjumpertz.medium.com/serverless-vs-kubernetes-58b0b387dc98:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031714.529725
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'oliverjumpertz.medium.com: Serverless vs. Kubernetes'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering oliverjumpertz.medium.com:
    Serverless vs. Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://omerxx.com/k8s-controllers:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A deep-dive technical article compiling essential engineering rules
    for developing custom Kubernetes controllers. Highlights architectural patterns
    around dynamic client-go cache managers, custom rate-limiting designs, finalizer
    safety implementations, and validating webhooks.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Extensibility & Development
  - Controller Architecture
  - Guides & Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'omerxx.com: 10 Things I wish I’d known before building a Kubernetes CRD
    controller'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://omo.dev:
  addition_method: automatic
  ai_summary: Oh My OpenAgent (omo) is an open-source, multi-model agent orchestration
    harness optimized for autonomous software engineering on complex codebases. It
    implements a decoupled planning and execution architecture that shifts away from
    typical human-in-the-loop dependencies, striving for production-ready, indistinguishable
    code generation. Key features include session continuity, intent-based model routing
    (matching tasks to specific price/performance tiers), and self-verification feedback
    loops to limit cognitive overhead and control token cost.
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: f49b84d61525c008c6d5fed61bb4551de0ad2f8ba05a3e81f98b8818d15d96c5
  description: A multi-model agent orchestration harness designed for complex codebases,
    optimizing token consumption and enabling zero-intervention autonomous execution.
  hierarchy:
  - Artificial Intelligence
  - AI Coding Assistants
  - Agent Orchestration
  is_microservice: false
  language: en
  last_checked: 1780352828.641475
  reputation_status: Vetted
  reputation_summary: Rapidly rising open-source agent orchestration harness with
    stellar community feedback and high execution efficiency.
  resource_type: tool
  social_preview_url: https://omo.dev/opengraph-image.png?1ca2b141855c31bf
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  - '[COMMUNITY-TOOL]'
  title: Oh My OpenAgent
  year: '2026'
https://ona.com:
  description: ''
  addition_method: manual
  content_hash: dd3bf0798a3c2353de281c76293c551f5fe5c5e81ca8c1029f61c752bb34f432
  health_score: 100.0
  last_checked: 1779130494.930497
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2019'
  stars: 0
  ai_summary: Gitpod provides Ephemeral Cloud Development Environments (CDEs) automated
    by Git triggers. It prebuilds workspaces with dependencies, licenses, and compilers,
    letting engineers begin writing code instantly.
  language: Polyglot
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Development Environments
  - Cloud IDEs
  - CDE
  is_microservice: true
  title: "gitpod.io \U0001F31F\U0001F31F"
https://ona.com/stories/gitpod-is-now-ona:
  addition_method: manual
  health_score: 100.0
  last_checked: 1781736180.466793
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ona.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://onecloudplease.com/project/console-recorder:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Console Recorder for AWS is a developer browser extension that records
    API actions within the AWS Console and translates them into Terraform or CloudFormation
    scripts. It provides a quick way to generate code while manually configuring resources
    for prototyping.
  language: JavaScript
  resource_type: Browser Extension
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Automated Generation
  - Recording Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'onecloudplease.com: Console Recorder for AWS'
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://onelink.to/e9rhmn:
  last_checked: 1780399982.211733
  score: 20
  status: FILTERED
https://onlineyamltools.com:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An online suite containing helpful tools for mining, converting, and
    editing YAML payloads. It enables rapid translation between YAML and formatting
    targets like JSON or CSV.
  language: N/A
  resource_type: tool
  complexity: beginner
  hierarchy:
  - Configuration Management
  - YAML Processing
  - CLI Tools
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "onlineyamltools.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://opcito.com/blogs/a-guide-to-mastering-autoscaling-in-kubernetes-with-keda:
  addition_method: manual
  content_hash: ad91a004df7237af2e487b5379d285b66cdbd9840b5c2c91d58c3f9f4382208f
  description: ''
  health_score: 100.0
  last_checked: 1779032057.512211
  stars: 0
  status: online
  title: 'opcito.com: A guide to mastering autoscaling in Kubernetes with KEDA'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://open-bootcamp.com:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: An archived Spanish-language full-stack and DevOps coding bootcamp.
    Provided highly popular, modular pathways for development and deployment, but
    is no longer actively maintained as of late 2023.
  language: Spanish
  resource_type: Training Platform
  complexity: Beginner
  hierarchy:
  - Software Development
  - Bootcamps
  - Full-Stack Development
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: open-bootcamp.com
  addition_method: manual
  v2_locations:
  - elearning.md
https://open-cluster-management.io:
  description: ''
  addition_method: manual
  content_hash: 810801a7e273d494f30a3478468f083e835a7fe3b0ccef7519b324c4e85bb0ee
  health_score: 100.0
  last_checked: 1779031446.162188
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/gitops.md
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - gitops.md
  year: '2020'
  ai_summary: Open Cluster Management (OCM) is a modular, extensible CNCF project
    designed to orchestrate fleets of Kubernetes clusters at scale. It defines standardized
    API abstractions for cluster registration, application deployment policies, and
    compliance management.
  language: Go
  resource_type: Fleet Manager
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Cluster Routing
  - Fleet Orchestration
  is_microservice: true
  title: ==open-cluster-management.io==
https://open-rpc.org:
  addition_method: manual
  content_hash: 67ea39c4543f266b73ddca9b3371c9a2fbc289a2fb39eaff4d2beb2db75c7142
  description: ''
  health_score: 100.0
  last_checked: 1779033823.924936
  stars: 0
  status: online
  title: "open-rpc.org lightweight RPC framework \U0001F31F"
  v1_locations:
  - docs/api.md
  year: N/A
https://open.spotify.com/show/0zojMEDizKMh3aTxnGLENP:
  addition_method: automatic
  ai_summary: '**Curator Insight:** A highly valuable architectural resource providing
    a direct window into the development lifecycles, engineering bottlenecks, and
    technical methodologies of frontier AI builders.

    **Live Grounding:** This official Spotify hub aggregates deep-dive technical dialogues
    with OpenAI''s researchers and product architects.

    *   **Strategic Value:** Explores real-world engineering hurdles across GPT-5
    planning, Codex agents, Sora scaling, and distributed supercomputer network designs.

    *   **Technical Context:** Bridges the gap between research-level paper publications
    and production-grade software orchestration at global scale.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: 09f4e42c604604b9f8deaf10b995000a3a89760d4b67a6e76ded9ba9071132a0
  description: The official Spotify show for the OpenAI Podcast hosted by Andrew Mayne,
    featuring in-depth tech conversations with engineers, product managers, and researchers
    at OpenAI.
  hierarchy:
  - Artificial Intelligence
  - Industry Insights
  - Podcasts
  is_microservice: false
  language: en
  last_checked: 1780352272.994011
  reputation_status: Vetted
  reputation_summary: Highly vetted. The official podcast stream for OpenAI has broad
    distribution and exceptional industry validation.
  resource_type: audio
  social_preview_url: https://i.scdn.co/image/ab6765630000ba8a33648d4a797ba7c0e753f7a6
  source_provenance: X.com (OpenAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  title: The OpenAI Podcast on Spotify
  year: '2025'
https://open.substack.com/pub/priyankavergadia/p/world-models-vs-llms-visually-explained?r=65wvb&showWelcomeOnShare=true:
  addition_method: automatic
  ai_summary: 'This visual guide contrasts Large Language Models (LLMs), which excel
    at predicting next tokens based on statistical text correlation, with World Models,
    which construct internal physical or logical representations of environments to
    simulate and predict outcomes.


    It breaks down:

    * Architectural components and core differences.

    * Practical limitations and unique use cases of each paradigm.

    * Why world models are essential for physical automation, robotics, and advanced
    agentic decision-making.'
  category: ai-agents-mcp
  complexity: Beginner
  content_hash: N/A
  description: A visual explanation of the differences between World Models and Large
    Language Models (LLMs), focusing on how each models reality and patterns.
  hierarchy:
  - Artificial Intelligence
  - Model Architecture
  - World Models vs LLMs
  is_microservice: false
  language: en
  last_checked: 1780351994.342541
  reputation_status: Vetted
  reputation_summary: High-quality, visually intuitive educational content from Priyanka
    Vergadia (The Cloud Girl) explaining core AI architecture concepts.
  resource_type: Article
  social_preview_url: ''
  source_provenance: X.com (pvergadia)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[EMERGING]'
  title: 'World Models vs LLMs: Visually Explained'
  year: '2026'
https://openai.com/academy/codex-for-work/how-business-operations-teams-use-codex:
  addition_method: automatic
  ai_summary: 'Curator Insight: This piece presents the operational transition toward
    proactive LLM workflows, showing how agents can interact with local files to manage
    cross-functional projects.


    Live Grounding: Operations engineers leverage Codex''s ability to ingest messy
    trackers and stakeholder notes, converting fragmented communications into formalized
    off-track briefs and resource trade-off plans.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: N/A
  description: A guide showing how operations teams use Codex to build strategic updates
    and tradeoff decision models.
  hierarchy:
  - AI and Machine Learning > AI Agents > Operations Automation
  is_microservice: false
  language: en
  last_checked: 1780352953.156091
  reputation_status: Vetted
  reputation_summary: The guide has been welcomed as an early blueprint for operations
    professionals looking to implement directory-monitoring autonomous pipelines.
  resource_type: guide
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  - '[GUIDE]'
  title: How business operations teams use Codex
  year: '2026'
https://openai.com/academy/codex-for-work/how-data-science-teams-use-codex:
  addition_method: automatic
  ai_summary: 'Curator Insight: This publication highlights a pivot for OpenAI''s
    Codex, moving it beyond pure autocomplete code-generation toward orchestrating
    complex, end-to-end data analytics and business context pipelines.


    Live Grounding: Industry evaluations demonstrate that data engineering and operations
    teams use Codex to process unstructured work tracker and dashboard inputs directly,
    automating the generation of executive-ready KPI memos and diagnostic specifications.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: N/A
  description: A guide illustrating how analytics and data science teams use Codex
    for dashboard specs and KPI root-cause analysis.
  hierarchy:
  - AI and Machine Learning > AI Agents > Data Science Automation
  is_microservice: false
  language: en
  last_checked: 1780352953.156064
  reputation_status: Vetted
  reputation_summary: The community recognizes this guide as part of OpenAI's strategic
    push to reposition Codex as a generalized enterprise workforce agent, transforming
    traditional workflows from manual coding to higher-level automation.
  resource_type: guide
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  - '[GUIDE]'
  title: How data science teams use Codex
  year: '2026'
https://openai.com/academy/codex-for-work/how-sales-teams-use-codex:
  addition_method: automatic
  ai_summary: 'Curator Insight: This framework outlines the integration of LLMs within
    unstructured enterprise data streams, transitioning sales enablement from static
    spreadsheets to dynamic agentic execution.


    Live Grounding: Community testing confirms that utilizing Codex''s plugins and
    customized skills enables the rapid synthesis of multi-source inputs—such as call
    transcripts and CRM entries—into structured pipeline prioritization briefs.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: N/A
  description: An operational framework on leveraging Codex to synthesize customer
    conversations and CRM signals into pipeline briefs.
  hierarchy:
  - AI and Machine Learning > AI Agents > Workflow Automation
  is_microservice: false
  language: en
  last_checked: 1780352953.156082
  reputation_status: Vetted
  reputation_summary: Evaluated as highly applicable for business enablement. Users
    highlight the necessity of implementing strict human-in-the-loop checkpoints to
    verify inference-derived outputs.
  resource_type: guide
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  - '[GUIDE]'
  title: How sales teams use Codex
  year: '2026'
https://openai.com/blog/scaling-kubernetes-to-7500-nodes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033210.797975
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'openai.com: Scaling Kubernetes to 7,500 Nodes'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering openai.com:
    Scaling Kubernetes to 7,500 Nodes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://openai.com/guaranteed-capacity:
  addition_method: automatic
  ai_summary: '* **Curator Insight:** Shifting compute procurement from spot/on-demand
    models to long-term capacity agreements represents critical maturity in AI infrastructure
    management.

    * **Live Grounding (MCP):** OpenAI has unveiled ''Guaranteed Capacity'', letting
    enterprise consumers guarantee large-scale API allocations of over 1B tokens per
    minute via tiered 1-to-3-year reservation plans, resolving scaling friction and
    bottleneck constraints during peaks.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: OpenAI's reserved compute framework helping eligible companies secure
    guaranteed long-term API access under 1- to 3-year commitment plans.
  hierarchy:
  - AI Infrastructure
  - OpenAI Compute
  - Capacity Planning
  - Resource Allocation
  is_microservice: false
  language: en
  last_checked: 1780352138.622006
  reputation_status: Vetted
  reputation_summary: Highly praised by large-scale enterprise architects facing API
    limits and rate limit throttling.
  resource_type: web
  social_preview_url: ''
  source_provenance: X.com (OpenAI)
  stars: 4
  status: online
  suggested_new_category: ai-infrastructure-management
  tags:
  - ENTERPRISE-STABLE
  title: 'OpenAI Guaranteed Capacity: Dedicated Infrastructure for Enterprise Compute'
  year: '2026'
https://openai.com/index/advancing-content-provenance:
  addition_method: automatic
  ai_summary: 'Curator Insight: Establishing authenticity in generative outputs is
    a crucial security barrier as synthetic media becomes ubiquitous in corporate
    workflows.


    Live Grounding: Released in May 2026, this post covers OpenAI''s adoption of Content
    Credentials (C2PA standard) and Google''s SynthID watermarking.


    Architectural Context:

    - Embeds secure, tamper-evident cryptographic metadata directly into generative
    model outputs.

    - Employs deep-learning-based imperceptible watermarking to detect modified synthetic
    materials.

    - Provisions public inspection tools to audit media origins and maintain digital
    trust.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: N/A
  description: OpenAI's initiative on content transparency, focusing on implementing
    Content Credentials (C2PA standard), Google's SynthID watermarking, and an early
    public verification tool to clarify the origin of AI-generated media.
  hierarchy:
  - Artificial Intelligence
  - Security and Ethics
  - Content Provenance
  - Cryptographic Watermarking
  is_microservice: false
  language: en
  last_checked: 1780352168.173402
  reputation_status: Vetted
  reputation_summary: High industry impact as OpenAI partners on establishing global
    content security standards using C2PA credentials and SynthID watermarking.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (OpenAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[EMERGING]'
  title: Advancing Content Provenance for a Safer, More Transparent AI Ecosystem
  year: '2026'
https://openai.com/index/adventhealth:
  addition_method: automatic
  ai_summary: 'This case study details AdventHealth''s adoption of ''ChatGPT for Healthcare'',
    utilizing a secure, HIPAA-compliant workspace to optimize clinical workflows.
    The integration automates the drafting of post-discharge summaries and parses
    disconnected medical records, drastically reducing administrative burden without
    sacrificing clinical accuracy.


    Technical focus areas:

    - Zero-data-retention APIs and secure BAA execution.

    - Synthesizing unstructured EHR records into high-density clinical summaries.

    - Mitigating medical administrative burnout through agent-assisted documentation
    pipelines.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: AdventHealth advances whole-person care with OpenAI, leveraging secure
    workspace environments and HIPAA-compliant healthcare applications.
  hierarchy:
  - Artificial Intelligence
  - AI in Healthcare
  - EHR Integration
  - Compliance and HIPAA
  is_microservice: false
  language: en
  last_checked: 1780352963.483044
  reputation_status: Vetted
  reputation_summary: Acclaimed case study highlighting a secure, HIPAA-compliant
    adoption pathway for generative AI in complex and heavily regulated hospital networks.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ai-healthcare
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  title: AdventHealth advances whole-person care with OpenAI
  year: '2026'
https://openai.com/index/boston-childrens-hospital:
  addition_method: automatic
  ai_summary: 'A deep-dive case study showcasing Boston Children''s Hospital''s enterprise-wide
    implementation of a secure generative AI framework.

    *   **Architectural Value**: Outlines the transition from fragmented point solutions
    to a unified, secure enterprise AI platform with centralized governance.

    *   **Key Features**: Leverages secure LLM environments to cross-reference multi-specialty
    clinical data against research corpuses to resolve rare diagnoses.

    *   **Technical Significance**: Highlights scalable deployment patterns under
    strict healthcare compliance and privacy mandates while enhancing medical decision
    quality.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: Case study on how Boston Children's Hospital built a secure internal
    ChatGPT environment across its entire workforce, successfully diagnosing 40+ rare
    conditions and saving 60,000+ hours.
  hierarchy:
  - Generative AI
  - Enterprise Deployments
  - Healthcare Applications
  is_microservice: false
  language: English
  last_checked: 1780352818.749349
  reputation_status: Vetted
  reputation_summary: Strongly validated case study demonstrating actual clinical
    utility, solving over 40 rare disease cases and saving thousands of operational
    hours.
  resource_type: Case Study
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  title: Boston Children's Hospital uses AI to unlock new diagnoses
  year: '2026'
https://openai.com/index/braintrust:
  addition_method: automatic
  ai_summary: 'An analysis of Braintrust''s implementation of OpenAI Codex to construct
    a fully autonomous coding loop that converts user requests into preview code.

    *   **Architectural Value**: Establishes a concrete pipeline model for agent-driven
    software development with rapid customer feedback integration.

    *   **Key Features**: Leverages Codex''s high-speed terminal output processing
    and GPT-5.5''s reasoning capabilities to spin up automated preview branches.

    *   **Technical Significance**: Proves the feasibility of moving 50% of an engineering
    team to Codex-driven environments to optimize productivity and minimize feature-to-feedback
    latency.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: Insight into how Braintrust engineers use OpenAI Codex and GPT-5.5
    to transform customer feature requests into preview code branches in minutes,
    significantly accelerating release feedback.
  hierarchy:
  - Software Engineering
  - Agentic Workflows
  - AI Code Generation
  is_microservice: false
  language: English
  last_checked: 1780352818.749358
  reputation_status: Vetted
  reputation_summary: Highly valued within the developer and AI safety engineering
    communities for detailing how Braintrust integrates OpenAI Codex to automate enterprise
    pull-request lifecycles.
  resource_type: Article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[CASE STUDY]'
  title: How Braintrust turns customer requests into code with Codex
  year: '2026'
https://openai.com/index/building-self-improving-tax-agents-with-codex:
  addition_method: automatic
  ai_summary: 'Examines a landmark self-improving AI agent architecture co-developed
    by OpenAI, Thrive, and Crete for automated financial filing.

    *   **Architectural Value**: Pioneers a closed-loop self-improvement framework
    where practitioner corrections are automatically converted into regression tests.

    *   **Key Features**: Employs an iterative Codex-driven loop that dramatically
    raised field accuracy from 25% to 86% in six weeks, peaking at 97%.

    *   **Technical Significance**: Replaces traditional static patch deployments
    with autonomous code refinement, demonstrating a blueprint for next-generation
    self-evolving software.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: Technical paper showing how OpenAI, Thrive, and Crete built a self-improving
    tax filing agent with Codex that autonomously refines its code using human feedback
    and production traces.
  hierarchy:
  - Software Engineering
  - Agentic Workflows
  - Self Improving Systems
  is_microservice: false
  language: English
  last_checked: 1780352818.749416
  reputation_status: Vetted
  reputation_summary: Celebrated as a groundbreaking technical architectural pattern
    for self-improving LLMs, showing how real-world practitioner feedback loops can
    refine agent performance without manual engineering.
  resource_type: Article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  - '[CASE STUDY]'
  title: Building self-improving tax agents with Codex
  year: '2026'
https://openai.com/index/cisco:
  addition_method: automatic
  ai_summary: 'Explores Cisco''s integration of OpenAI Codex and GPT-5.5-Cyber to
    automate enterprise engineering and network security operations.

    *   **Architectural Value**: Combines generative coding agents with physical and
    cloud network infrastructure to create autonomous healing environments.

    *   **Key Features**: Features Codex-driven script generation for switches, routers,
    and firewalls, as well as AI-assisted vulnerability patching under the Daybreak
    initiative.

    *   **Technical Significance**: Models the future of software-defined networking
    where agentic workflows programmatically manage and troubleshoot complex topologies.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: Details the collaboration between Cisco and OpenAI using Codex to automate
    network configurations, troubleshoot security issues, and accelerate software
    engineering loops.
  hierarchy:
  - Network Engineering
  - Agentic Workflows
  - Infrastructure as Code
  is_microservice: false
  language: English
  last_checked: 1780352818.749408
  reputation_status: Vetted
  reputation_summary: Highly praised by network engineers and platform teams for combining
    Codex's code-generation with Cisco's automated network and security orchestration
    pipelines.
  resource_type: Article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[CASE STUDY]'
  title: Cisco and OpenAI redefine enterprise engineering with Codex
  year: '2026'
https://openai.com/index/codex-for-knowledge-work:
  addition_method: automatic
  ai_summary: '### Curator Insight

    This OpenAI release details the ongoing paradigm shift of OpenAI Codex from an
    exclusive software development assistant into a foundational engine for general
    knowledge work. The report highlights how Codex''s advanced code-generation and
    structured formatting capabilities are being leveraged for raw data parsing, complex
    search synthesis, and cross-application API automation. It serves as an essential
    read for architects design-thinking the future of human-AI collaborative workflows.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: OpenAI's overview of the expanding capabilities of Codex as a versatile
    utility for complex text extraction, structured data operations, and automated
    knowledge-work workflows.
  hierarchy:
  - Artificial Intelligence
  - Autonomous Agents
  - Workplace Automation
  impact_score: 90
  is_microservice: false
  language: English
  last_checked: 1780401702.549074
  reputation_status: Vetted
  reputation_summary: Official research and tool release report from OpenAI. High-density
    authority on the structural transition of software automation tools into general
    workplace environments.
  resource_type: Article / Report
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  - DE FACTO STANDARD
  title: Codex is Becoming a Productivity Tool for Everyone
  year: '2026'
https://openai.com/index/databricks:
  addition_method: automatic
  ai_summary: 'Curator Insight: Merging GPT-5.5''s reasoning capabilities with Databricks''
    structured lakehouse repositories forms a highly resilient architecture for secure
    enterprise AI operations.


    Live Grounding: Evaluation metrics on the OfficeQA Pro benchmark indicate that
    this pairing is the first to cross the 50% accuracy threshold when parsing complex
    enterprise documentation, contracts, and old reports directly from distributed
    data systems.'
  category: ai-agents-mcp
  complexity: advanced
  content_hash: N/A
  description: Announcement of the integration of GPT-5.5 into Databricks lakehouses,
    setting SOTA records on OfficeQA Pro.
  hierarchy:
  - AI and Machine Learning > Enterprise LLMs > Agent Integration
  is_microservice: false
  language: en
  last_checked: 1780352953.156101
  reputation_status: Vetted
  reputation_summary: Widely cited across technical newsletters as a critical enterprise
    partnership. The integration showcases a significant step forward in secure, private
    data retrieval backed by state-of-the-art models.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: lakehouse-ai
  tags:
  - '[DE FACTO STANDARD]'
  - '[CASE STUDY]'
  title: Databricks brings GPT-5.5 to enterprise agent workflows - OpenAI
  year: '2026'
https://openai.com/index/dell-codex-enterprise-partnership:
  addition_method: automatic
  ai_summary: 'This enterprise release highlights the integration of OpenAI Codex
    with the Dell AI Data Platform and the Dell AI Factory. The architecture provides
    a secure deployment bridge, allowing complex coding agents to operate locally
    on hybrid or on-premises server infrastructure where legacy databases reside.


    Strategic technical benefits:

    - Direct mitigation of enterprise data transit, compliance, and regulatory issues.

    - Deep contextual model training against on-premises codebases and documentation.

    - Low-latency, secure enterprise agent deployment with built-in access controls.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: OpenAI and Dell Technologies are collaborating to help more enterprises
    deploy Codex in the environments where their most important data, systems, and
    workflows already live.
  hierarchy:
  - Artificial Intelligence
  - Hybrid Enterprise Architecture
  - Dell AI Data Platform Integration
  - On-Premises Codex Deployment
  is_microservice: false
  language: en
  last_checked: 1780352963.483078
  reputation_status: Vetted
  reputation_summary: Major enterprise landmark widely celebrated for overcoming on-premises
    compliance blockers for generative AI coding tools.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: hybrid-ai-architecture
  tags:
  - DE FACTO STANDARD
  - ENTERPRISE-STABLE
  title: OpenAI and Dell Technologies partner to bring Codex to hybrid and on-premises
    enterprise environments
  year: '2026'
https://openai.com/index/election-safeguards-2026:
  addition_method: automatic
  ai_summary: 'This document outlines OpenAI''s technical and operational roadmap
    for safeguarding global democratic processes in 2026. The strategy prioritizes
    the integration of C2PA digital provenance standards to trace AI content, partnerships
    with cybersecurity agencies to protect voting infrastructure, and targeted bias
    auditing to preserve neutral model behavior.


    Key pillars include:

    - Enhancing real-time content watermarking and digital signature mechanisms.

    - Deploying active threat intelligence pipelines to identify and disrupt state-sponsored
    influence networks.

    - Enforcing strict API and product usage guidelines to block coordinated interactive
    manipulation.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: Ahead of global elections, we're helping people access information,
    supporting cyber defenders, and increasing AI transparency.
  hierarchy:
  - Artificial Intelligence
  - AI Governance
  - Safety and Trust
  - Election Safeguards
  is_microservice: false
  language: en
  last_checked: 1780352963.483003
  reputation_status: Vetted
  reputation_summary: Highly vetted official initiative with positive feedback from
    cybersecurity and policy communities regarding the proactive integration of provenance
    standards to mitigate generative AI election abuse.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ai-safety
  tags:
  - ENTERPRISE-STABLE
  - GUIDE
  title: Election information and safeguards in 2026
  year: '2026'
https://openai.com/index/endava:
  addition_method: automatic
  ai_summary: 'Details Endava''s transformation into an agentic organization utilizing
    OpenAI Codex to scale engineering workflows across massive software contract lifecycles.

    *   **Architectural Value**: Implements a structured framework where senior engineering
    expertise is encapsulated into reusable AI agents.

    *   **Key Features**: Compresses weeks of manual requirements analysis into automated
    pipelines, improving documentation velocity and code consistency.

    *   **Technical Significance**: Models a practical architecture for deploying
    agents to support human engineers from initial client intake to final codebase
    delivery.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: Case study on Endava's deployment of Codex to codify senior engineering
    expertise into autonomous agents that work across the software delivery lifecycle.
  hierarchy:
  - Software Engineering
  - Agentic Workflows
  - Enterprise AI Strategy
  is_microservice: false
  language: English
  last_checked: 1780352818.749376
  reputation_status: Vetted
  reputation_summary: Vetted enterprise implementation; Endava is an exclusive partner
    program member, showing highly successful adoption of Codex in software contracting
    delivery.
  resource_type: Case Study
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  title: How Endava builds an agentic organization with Codex
  year: '2026'
https://openai.com/index/gartner-2026-agentic-coding-leader:
  addition_method: automatic
  ai_summary: 'This announcement details OpenAI''s leadership positioning in Gartner''s
    2026 evaluation of enterprise coding agents. Driven by Codex and GPT-5.5, the
    platform is recognized for delivering robust codebase reasoning, sandboxed execution
    environments, and deep tool integrations that scale from local developer environments
    to centralized CI/CD pipelines.


    Core strengths highlighted:

    - Production-grade enterprise security, including fine-grained RBAC and auditable
    workspaces.

    - Multi-agent orchestrators capable of self-healing and automated test execution.

    - Low-latency, high-throughput context windows optimized for massive repositories.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: OpenAI is named a leader in the 2026 Gartner Magic Quadrant for Enterprise
    AI Coding Agents, with Codex recognized for innovation and enterprise-scale deployment.
  hierarchy:
  - Artificial Intelligence
  - AI Coding Assistants
  - Gartner Evaluations
  - Enterprise AI Strategy
  is_microservice: false
  language: en
  last_checked: 1780352963.483036
  reputation_status: Vetted
  reputation_summary: Heavily cited industry milestone confirming Codex's maturity
    and dominance in enterprise development, generating high trust among global technology
    leaders.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ai-driven-engineering
  tags:
  - DE FACTO STANDARD
  - ENTERPRISE-STABLE
  title: OpenAI named a Leader in enterprise coding agents by Gartner
  year: '2026'
https://openai.com/index/grupo-folha-grupo-uol-partnership:
  addition_method: automatic
  ai_summary: 'This strategic announcement details a licensing partnership integrating
    live, high-fidelity Brazilian journalism from Grupo Folha and Grupo UOL directly
    into ChatGPT''s retrieval pipelines. By bypassing standard web scrapers in favor
    of direct publisher data feeds, the architecture guarantees reliable, localized
    Portuguese news retrieval.


    Key architectural benefits:

    - Low-latency indexing of licensed editorial feeds.

    - Structured programmatic attribution and high-visibility click-through source
    links.

    - Reduced model hallucination rates on regional real-time queries.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: OpenAI partners with Grupo Folha and Grupo UOL to bring trusted Brazilian
    journalism to ChatGPT, expanding access to news with attribution and transparency.
  hierarchy:
  - Artificial Intelligence
  - Information Retrieval
  - Content Pipelines
  - API Licensing
  is_microservice: false
  language: en
  last_checked: 1780352963.483018
  reputation_status: Vetted
  reputation_summary: Strategic content licensing deal widely discussed on tech blogs
    as an indicator of real-time search engine shift towards direct, high-value publisher
    partnerships.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ai-content-licensing
  tags:
  - CASE STUDY
  - EMERGING
  title: OpenAI, Grupo Folha, and Grupo UOL announce strategic content partnership
  year: '2026'
https://openai.com/index/introducing-openai-for-singapore:
  addition_method: automatic
  ai_summary: 'This document covers OpenAI''s strategic partnership with the Singapore
    Ministry of Digital Development and Information (MDDI) to reinforce its National
    AI Strategy. The framework supports regional language model customization, launches
    a regional Singaporean chapter of the OpenAI Academy, and places Forward Deployed
    Engineers on-site.


    Core technical aims:

    - Optimizing localized models to perform natively in Southeast Asian languages.

    - Deploying agentic student and teacher assistant tools in collaborative public
    school programs.

    - Fostering local ecosystem engineering capacity directly connected to OpenAI
    research platforms.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: Today at the ATx Summit in Singapore, we're launching OpenAI for Singapore,
    a partnership with the Ministry of Digital Development and Information (MDDI)
    to support Singapore's National AI strategy.
  hierarchy:
  - Artificial Intelligence
  - Sovereign AI Strategy
  - Sovereign Language Modeling
  - Public Infrastructure
  is_microservice: false
  language: en
  last_checked: 1780352963.483069
  reputation_status: Vetted
  reputation_summary: Highly cited milestone validating Singapore's commitment to
    National AI Strategy 2.0 with targeted OpenAI support.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: sovereign-ai
  tags:
  - ENTERPRISE-STABLE
  - EMERGING
  title: Introducing OpenAI for Singapore
  year: '2026'
https://openai.com/index/malta-chatgpt-plus-partnership:
  addition_method: automatic
  ai_summary: 'This press release describes OpenAI''s partnership with the Government
    of Malta to provide ChatGPT Plus as a public utility to all citizens. This deployment
    is coupled with a structured AI literacy program designed by the University of
    Malta to teach citizens safe, practical, and highly effective daily generative
    AI use cases.


    Key systemic structures:

    - Nation-wide distribution managed through the Malta Digital Innovation Authority.

    - Mandated educational course pre-requisite to cultivate safe prompting practices.

    - Scalable national training infrastructure aligning citizen capability with high-grade
    AI tools.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: OpenAI and Malta partner to bring ChatGPT Plus to all citizens, introducing
    structured education pathways and national utility licensing.
  hierarchy:
  - Artificial Intelligence
  - Sovereign AI Deployment
  - National AI Literacy
  - Public Utility Models
  is_microservice: false
  language: en
  last_checked: 1780352963.483086
  reputation_status: Vetted
  reputation_summary: Widely discussed public policy landmark, recognized as the world's
    first national citizen utility deployment of ChatGPT Plus.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: sovereign-ai
  tags:
  - CASE STUDY
  - EMERGING
  title: OpenAI and Malta partner to bring ChatGPT Plus to all citizens
  year: '2026'
https://openai.com/index/model-disproves-discrete-geometry-conjecture:
  addition_method: automatic
  ai_summary: A technical announcement detailed by OpenAI outlining how a general-purpose
    reasoning model autonomously disproved Paul Erdős' 1946 unit distance conjecture.
    This milestone marks an architectural shift from assistive AI to autonomous mathematical
    synthesis, constructing dense unit-distance algebraic graphs that exceed traditional
    rescaled square grid limits.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: OpenAI model disproves Erdős unit distance conjecture in discrete geometry.
  hierarchy:
  - AI and Machine Learning
  - Reasoning Models
  - Mathematical Discoveries
  is_microservice: false
  language: en
  last_checked: 1780352292.58837
  reputation_status: Vetted
  reputation_summary: Highly acclaimed academic and industry breakthrough, showcasing
    the transition of LLMs from coding assistants to autonomous scientific researchers.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (OpenAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  title: OpenAI Model Disproves Central Conjecture in Discrete Geometry
  year: '2026'
https://openai.com/index/mufg:
  addition_method: automatic
  ai_summary: 'An analysis of Japan''s largest financial group''s enterprise-wide
    rollout of ChatGPT Enterprise to 35,000 banking professionals.

    *   **Architectural Value**: Demonstrates how to design a compliant, zero-training-data-retention
    AI layer inside a highly regulated industry.

    *   **Key Features**: Uses structured mandatory training and an internal ''AI
    Champion'' model to overcome standard employee adoption barriers.

    *   **Technical Significance**: Illustrates practical patterns for deploying over
    1,800 departmental custom GPTs while maintaining strict data isolation.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: Case study on Mitsubishi UFJ Financial Group deploying ChatGPT Enterprise
    to 35,000 employees, focusing on security boundaries, training, and building over
    1,800 custom GPTs.
  hierarchy:
  - Enterprise Software
  - Generative AI
  - Financial Services
  is_microservice: false
  language: English
  last_checked: 1780352818.7494
  reputation_status: Vetted
  reputation_summary: Acclaimed case study for detailing organizational enablement
    and change management during a massive company-wide roll-out of ChatGPT Enterprise
    in finance.
  resource_type: Case Study
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  title: MUFG aims to become AI native with OpenAI
  year: '2026'
https://openai.com/index/openai-frontier-governance-framework:
  addition_method: automatic
  ai_summary: 'A comprehensive guide mapping OpenAI''s internal risk mitigation protocols
    to emerging global regulatory standards.

    *   **Architectural Value**: Translates California''s TFAIA and the EU AI Act
    into concrete technical requirements for safe deployment.

    *   **Key Features**: Outlines rigorous risk assessment lifecycles focusing on
    cyber threats, chemical/biological (CBRN) hazards, and loss of control.

    *   **Technical Significance**: Provides enterprise architects with a structured
    template for building auditable safety and incident response pipelines for AI
    systems.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: OpenAI's formal Frontier Governance Framework outlining processes for
    systemic risk assessment, model reporting, incident response, and regulatory alignment.
  hierarchy:
  - Generative AI
  - AI Safety
  - Compliance and Regulation
  is_microservice: false
  language: English
  last_checked: 1780352818.749387
  reputation_status: Vetted
  reputation_summary: Acknowledged by compliance officers and cloud security engineers
    as an essential blueprint for aligning model deployments with California and EU
    AI laws.
  resource_type: Guide
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[ENTERPRISE-STABLE]'
  title: OpenAI Frontier Governance Framework
  year: '2026'
https://openai.com/index/openai-frontier-models-and-codex-are-now-available-on-aws:
  addition_method: automatic
  ai_summary: 'This resource details the integration of OpenAI frontier models and
    Codex into Amazon Bedrock, providing enterprises with secure, governed access.

    *   **Architectural Value**: Enables enterprise-grade deployments of state-of-the-art
    models within established AWS compliance, security, and private networking boundaries.

    *   **Key Features**: Provides direct API access, Codex workspace integration,
    IAM permission boundaries, PrivateLink encryption, and CloudTrail audit logging.

    *   **Technical Significance**: Eliminates the exclusivity bottleneck, allowing
    architects to seamlessly orchestrate multi-model workflows on AWS infrastructure
    without exposing data.'
  category: aws-newfeatures
  complexity: Advanced
  content_hash: N/A
  description: Official announcement regarding the general availability of OpenAI
    frontier models and Codex on Amazon Bedrock, complete with AWS IAM, PrivateLink,
    and compliance support.
  hierarchy:
  - Cloud Infrastructure
  - Amazon Web Services
  - Generative AI Integration
  is_microservice: false
  language: English
  last_checked: 1780352818.749335
  reputation_status: Vetted
  reputation_summary: Highly praised by cloud architects and enterprise IT for combining
    the intelligence of OpenAI's frontier models with AWS's robust governance, security,
    and procurement frameworks.
  resource_type: Article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[EMERGING]'
  title: OpenAI frontier models and Codex are now available on AWS
  year: '2026'
https://openai.com/index/our-views-on-ai-policy-and-political-advocacy:
  addition_method: automatic
  ai_summary: '### Curator Insight

    This policy brief outlines OpenAI''s official stance on global AI governance and
    political advocacy. Published amidst escalating debates surrounding national regulatory
    frameworks, OpenAI clarifies its operational decision to refrain from forming
    PACs or funding political campaigns. This document provides critical transparency
    for enterprise stakeholders navigating compliance, safety alignment, and corporate
    responsibility in the Intelligence Age.'
  category: ai-agents-mcp
  complexity: Beginner
  content_hash: N/A
  description: An official policy stance statement clarifying OpenAI's approach to
    legislative policy debates, employee political involvement, and corporate advocacy
    neutrality.
  hierarchy:
  - Artificial Intelligence
  - AI Governance
  - Corporate Policy
  impact_score: 82
  is_microservice: false
  language: English
  last_checked: 1780401702.549083
  reputation_status: Vetted
  reputation_summary: Official OpenAI statement. Authoritative declaration regarding
    corporate political neutrality and policy advocacy standards, highly cited across
    tech regulatory forums.
  resource_type: Policy Brief / Blog
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  title: Our Views on AI Policy and Political Advocacy
  year: '2026'
https://openai.com/index/personal-finance-chatgpt:
  addition_method: automatic
  ai_summary: 'Curator Insight: Integrating banking APIs with conversational LLMs
    introduces a novel paradigm of context-aware financial planning, shifting attention
    away from traditional search directories.


    Live Grounding: The implementation leverages Plaid to secure read-only access
    across over 12,000 financial institutions, enabling real-time categorization of
    expenses and portfolios, though users must carefully manage the inherent third-party
    connection vectors.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: N/A
  description: A preview announcement of ChatGPT's Plaid-powered bank account integration
    for real-time financial insights.
  hierarchy:
  - AI and Machine Learning > Consumer Agents > Financial Technology
  is_microservice: false
  language: en
  last_checked: 1780352953.15611
  reputation_status: Vetted
  reputation_summary: While the technical utility is heavily praised, the community
    (Reddit r/financialindependence) retains strong privacy and data-sovereignty concerns
    regarding the Plaid integration with a public cloud model.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  title: A new personal finance experience in ChatGPT
  year: '2026'
https://openai.com/index/ramp:
  addition_method: automatic
  ai_summary: 'This article analyzes the technical deployment of OpenAI Codex with
    GPT-5.5 at fintech leader Ramp to scale internal code review operations. By automating
    semantic syntax evaluation, pattern checking, and vulnerability assessments, the
    pipeline yields high-fidelity architectural feedback in minutes.


    Key process innovations:

    - Reduced code-to-merge latencies through agentic automated PR reviews.

    - Context-aware code validation matching proprietary architectural standards.

    - High-velocity shipping loops enabled by continuous automated debugging recommendations.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: How Ramp engineers use Codex with GPT-5.5 to review code and ship improvements,
    allowing them to get substantive feedback in minutes instead of hours.
  hierarchy:
  - Artificial Intelligence
  - AI Coding Assistants
  - Automated Code Review
  - Fintech CI/CD Pipelines
  is_microservice: false
  language: en
  last_checked: 1780352963.483053
  reputation_status: Vetted
  reputation_summary: Vigorously discussed across fintech and dev channels, demonstrating
    a practical implementation of GPT-5.5 inside continuous delivery code pipelines.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ai-driven-engineering
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  title: How Ramp engineers accelerate code review with Codex
  year: '2026'
https://openai.com/index/stargate-michigan-data-center:
  addition_method: automatic
  ai_summary: 'The official OpenAI announcement marking the groundbreaking of a landmark
    1-gigawatt (GW) AI infrastructure campus in Saline Township, Michigan.

    - Realized through a $16 billion partnership involving Oracle and SoftBank, the
    Stargate initiative is designed to construct hyperscale computing clusters dedicated
    to next-generation model training.

    - Details advanced thermal-cooling solutions, high-density energy grids, and union
    labor agreements required to construct the physical backbone of the Intelligence
    Age.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: OpenAI's groundbreaking announcement of a 1-gigawatt (GW) 'Stargate'
    supercomputing data center campus in Michigan in partnership with Oracle.
  hierarchy:
  - AI Infrastructure
  - Hyperscale Data Centers
  - Hardware Scaling
  - Cloud Architecture
  is_microservice: false
  language: en
  last_checked: 1780352838.80138
  reputation_status: Vetted
  reputation_summary: Official OpenAI press announcement and landmark industry milestone.
    Vetted and covered globally by major technology and financial news sources in
    June 2026.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ai-infrastructure-datacenter
  tags:
  - '[CASE STUDY]'
  - '[EMERGING]'
  title: Building the Infrastructure for the Intelligence Age in Michigan
  year: '2026'
https://openai.com/index/strengthening-societal-resilience-with-rosalind-biodefense:
  addition_method: automatic
  ai_summary: This announcement outlines the launch of OpenAI's 'Rosalind Biodefense'
    program built around GPT-Rosalind, a frontier reasoning model designed for life
    sciences. The system focuses on defensive capabilities such as early threat warning,
    epidemiological modeling, DNA synthesis screening, and accelerating scientific
    workflow. By partnering with organizations like SecureDNA and Fourth Eon Biosecurity,
    OpenAI aims to establish biological containment and proactive defensive acceleration
    protocols.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: OpenAI announces the launch of its Rosalind Biodefense program leveraging
    GPT-Rosalind to secure DNA synthesis and accelerate defensive countermeasures.
  hierarchy:
  - AI
  - Applied AI
  - Biosecurity
  - Inference Models
  is_microservice: false
  language: en
  last_checked: 1780352849.031585
  reputation_status: Vetted
  reputation_summary: Highly regarded defensive biosecurity initiative leveraging
    frontier AI capabilities in life sciences with rigorous safety and containment
    protocols.
  resource_type: Article
  social_preview_url: ''
  source_provenance: X.com (OpenAI)
  stars: 4
  status: online
  suggested_new_category: ai-biotech
  tags:
  - '[EMERGING]'
  - '[CASE STUDY]'
  title: Strengthening Societal Resilience with Rosalind Biodefense
  year: '2026'
https://openai.com/index/the-next-phase-of-education-for-countries:
  addition_method: automatic
  ai_summary: 'This programmatic update outlines the transition of the ''OpenAI for
    Countries'' model from general access to highly structured educational frameworks.
    Partnering with sovereign nations, the project introduces dedicated configurations
    like ''ChatGPT for Teachers'' and community college training resources.


    Structural frameworks include:

    - Co-designing teacher-led classroom assets to cultivate safe AI integration.

    - Launching the ''OpenAI Luminaries'' program for global educational curriculum
    exchange.

    - Supporting evidence-based deployments monitored by research teams to optimize
    learning outcomes.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: At the Education World Forum in London, OpenAI shares early learnings
    from Education for Countries and welcomes Singapore to the program.
  hierarchy:
  - Artificial Intelligence
  - AI in Education
  - Sovereign AI Adoption
  - Public Sector Frameworks
  is_microservice: false
  language: en
  last_checked: 1780352963.483061
  reputation_status: Vetted
  reputation_summary: Well-received public sector overview showcasing structural AI
    education deployments rather than generic consumer app-access programs.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ai-education
  tags:
  - GUIDE
  - EMERGING
  title: The next phase of OpenAI's Education for Countries
  year: '2026'
https://openai.com/index/trustworthy-third-party-evaluations-foundations:
  addition_method: automatic
  ai_summary: 'This document introduces OpenAI''s blueprint for conducting reliable
    and independent evaluations of frontier AI models.

    *   **Architectural Value**: Shifts the evaluation paradigm from simple prompt-response
    benchmarks to complex, multi-step environment harnesses.

    *   **Key Features**: Focuses on eliciting real capabilities, evaluating safeguard
    robustness, managing reward hacking, and detecting data contamination.

    *   **Technical Significance**: Establishes standardized auditing practices essential
    for compliance with global regulations such as the EU AI Act and California''s
    TFAIA.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: OpenAI's playbook establishing guidelines for independent, trustworthy
    third-party evaluations of frontier AI systems, emphasizing system harnesses,
    validity checks, and context modeling.
  hierarchy:
  - Generative AI
  - AI Safety
  - Model Evaluation Frameworks
  is_microservice: false
  language: English
  last_checked: 1780352818.749367
  reputation_status: Vetted
  reputation_summary: Widely recognized by AI safety researchers and regulatory bodies
    (such as the UK and US AI Safety Institutes) as a foundational document for standardizing
    frontier model auditing.
  resource_type: Guide
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[ENTERPRISE-STABLE]'
  title: A shared playbook for trustworthy third party evaluations
  year: '2026'
https://openai.com/index/virgin-atlantic:
  addition_method: automatic
  ai_summary: 'This enterprise case study demonstrates the technical integration of
    OpenAI Codex within Virgin Atlantic''s software delivery pipeline to reconstruct
    their consumer-facing mobile application under a rigid shipping timeline. By utilizing
    Codex for automated unit-test generation and legacy code translation, the engineering
    team achieved near-total unit test coverage.


    Key engineering highlights:

    - Transitioned development from boilerplate drafting to agentic oversight.

    - Reached comprehensive test coverage without delaying critical release windows.

    - Recorded zero P1 defects post-deployment due to automated, continuous integration
    evaluations.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: How Virgin Atlantic used Codex to ship its revamped mobile app on a
    fixed holiday travel deadline, reaching near-total unit test coverage and zero
    P1 defects.
  hierarchy:
  - Artificial Intelligence
  - AI Coding Assistants
  - Software Delivery Optimization
  - Test Automation
  is_microservice: false
  language: en
  last_checked: 1780352963.483027
  reputation_status: Vetted
  reputation_summary: Highly praised developer case study showing substantial ROI
    on using generative AI code helpers inside strict, time-sensitive commercial aviation
    software pipelines.
  resource_type: article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ai-driven-engineering
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  title: How Virgin Atlantic ships faster with Codex
  year: '2026'
https://openai.com/index/warp:
  addition_method: automatic
  ai_summary: 'An exploration of Warp''s agentic open-source contribution workflow
    powered by OpenAI''s GPT-5.5.

    *   **Architectural Value**: Showcases ''Oz'', a cloud-based agent platform that
    acts as an autonomous orchestrator to triage issues, plan implementations, and
    write PRs.

    *   **Key Features**: Leverages Rust client architecture with deep multi-agent
    coordination, supporting local sandbox controls and custom command pipelines.

    *   **Technical Significance**: Redefines open-source collaboration, demonstrating
    a paradigm where human and AI agents securely build and maintain a massive public
    codebase.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: OpenAI's official startup feature detailing Warp's transition to an
    open-source model under AGPL-3.0, backed by OpenAI and fully managed via its cloud
    agent orchestration platform, Oz.
  hierarchy:
  - Software Engineering
  - Open Source Software
  - Agentic Development Environments
  is_microservice: false
  language: English
  last_checked: 1780352818.749423
  reputation_status: Vetted
  reputation_summary: Extremely high community reception; Warp open-sourced its Rust
    terminal client under AGPL-3.0 with OpenAI backing, receiving nearly 28k stars
    on day one.
  resource_type: Article
  social_preview_url: ''
  source_provenance: RSS Feed (OpenAI News)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  - '[EMERGING]'
  title: Warp's big bet on building open source with GPT-5.5
  year: '2026'
https://openai.com/research/scaling-kubernetes-to-7500-nodes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031337.292435
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "openai.com: Scaling Kubernetes to 7,500 nodes \U0001F31F"
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering openai.com:
    Scaling Kubernetes to 7,500 nodes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://openapi-generator.tech:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The industry standard OpenAPI Generator, designed to automate client
    SDK and server stub generation from OpenAPI specifications across 50+ programming
    languages.
  language: Java
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - API Tooling
  - Codegen
  - OpenAPI
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "OpenAPI Generator \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://openbuilt.io:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: OpenBuilt is an open industry platform facilitating digital supply chain
    orchestration for construction environments. Built on hybrid cloud and OpenShift
    technologies, it streamlines third-party application interoperability.
  language: English
  resource_type: SaaS
  complexity: Advanced
  hierarchy:
  - Industry Solution
  - Construction Industry
  - Platform-as-a-Service
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: OpenBuilt
  addition_method: manual
  v2_locations:
  - ocp4.md
https://opencensus.io:
  addition_method: manual
  content_hash: bcdc572d753ccf43b5dedfa06276005ed33929ff37d643d3327e1795ef4c1595
  health_score: 100.0
  last_checked: 1779031849.929415
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://opencontainers.org:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: The primary industry-governed specification standard for container formats
    and runtimes. By defining precise, cross-vendor standards for OCI Image Specifications
    and Runtime Specifications, it ensures complete runtime interoperability across
    diverse infrastructure orchestrators and container engines.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Containerization
  - Fundamentals
  - Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'OCI: Open Container Initiative'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://opencoreventures.com/blog/2023-08-23-hashicorp-switching-bsl-shows-need-for-open-charter-companies:
  addition_method: manual
  content_hash: 13e357f68ee695ca9861659d11214de3736521c3c40b00cbf5bc9019e122a0ff
  description: ''
  health_score: 100.0
  last_checked: 1779034232.942019
  stars: 0
  status: online
  title: 'opencoreventures.com: HashiCorp switching to BSL shows a need for open charter''
    companies'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://opencurve.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034417.197874
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Curve: opencurve.io'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Curve:
    opencurve.io in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://opendatahub.io:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Open Data Hub (ODH) is an open-source, blueprint AI/ML platform built
    on OpenShift. It integrates projects like JupyterHub, Kubeflow, Apache Spark,
    and Prometheus. In 2026, ODH stands as the foundation of Red Hat OpenShift AI,
    demonstrating high enterprise stability for automating large-scale machine learning
    workflows, model serving, and data pipelines on Kubernetes.
  language: Go
  resource_type: Official Project
  complexity: Advanced
  hierarchy:
  - Data Platform
  - Machine Learning
  - Open Data Hub
  - Core Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Open Data Hub
  addition_method: manual
  v2_locations:
  - message-queue.md
https://openebs.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: OpenEBS is an adaptable Container Attached Storage (CAS) system that
    transforms local node storage or cloud-attached disks into dedicated dynamic persistent
    volumes for stateful applications. Utilizing engines like Mayastor and LocalPV,
    it isolates I/O processing on a per-pod basis to deliver high-performance scalability.
  language: Go
  resource_type: Platform
  complexity: High
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Container Attached Storage
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: OpenEBS
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://opengitops.dev:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'The home of the CNCF GitOps Working Group, detailing the official OpenGitOps
    standards. It defines the formal criteria required for GitOps systems: declarative
    states, versioned storage, pull-based delivery, and continuous reconciliation
    loop synchronization. Adhering to these principles ensures consistency, auditability,
    and robust security in automated delivery chains.'
  language: None
  resource_type: Specification Portal
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "OpenGitOps.dev \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://openid.net:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The official specifications for OpenID Connect, the dominant federation
    protocol for Kubernetes authentication. Implementing OIDC enables modern clusters
    to offload authentication to external identity providers like Okta, Keycloak,
    or Microsoft Entra ID. This standardizes identity tokens globally across decentralized
    services.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - OIDC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: OpenID Connect
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://openinsurance.io:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: An initiative advocating for open API standards within the insurance
    sector (Insurtech). It establishes data exchange models for claims processing,
    policy management, and underwritings to promote interoperability among traditional
    and digital insurers.
  language: English
  resource_type: Standard / Initiative
  complexity: Intermediate
  hierarchy:
  - Domain APIs
  - Fintech
  - Insurtech
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Open Insurance
  addition_method: manual
  v2_locations:
  - developerportals.md
https://openjdk.java.net/jeps/413:
  addition_method: manual
  content_hash: e7488a9d5e652fd970172c946cf0bfdb9f1f450f39a2fa4e78e6253e7f3c280c
  description: ''
  health_score: 100.0
  last_checked: 1779030482.657892
  stars: 0
  status: online
  title: 'openjdk.java.net: JEP 413: Code Snippets in Java API Documentation'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://openjdk.org/jeps/413:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This proposal details JEP 413, introducing the `@snippet` tag for Java
    API documentation. By allowing the integration of validated, syntax-highlighted
    code snippets directly from external source files or internal blocks, it replaces
    fragile HTML `<pre>` tags, streamlining the documentation-as-code workflow for
    large enterprise platforms.
  language: Java
  resource_type: Specification
  complexity: Intermediate
  hierarchy:
  - Java Platform
  - Documentation
  - Javadoc
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openjdk.java.net: JEP 413: Code Snippets in Java API Documentation'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://openkruise.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The main portal for the OpenKruise engine. OpenKruise is a CNCF incubating
    project delivering advanced application automation tools that address complex,
    scale-intensive deployment scenarios.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Application Management
  - Custom Controllers
  - OpenKruise
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: openkruise.io
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://openliberty.io:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The project portal for Open Liberty, IBM's open-source, highly modular
    Java runtime designed for microservices and cloud-native applications. Live Grounding
    highlights its performance, dynamic reloading capabilities, and seamless integration
    with container platforms.
  language: English
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Java
  - Runtimes
  - Open Liberty
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: openliberty.io
  addition_method: manual
  v2_locations:
  - ibm_cloud.md
https://openpracticelibrary.com:
  addition_method: manual
  content_hash: f0c56b6e3f2e031f05a60e955860ada5c440347c0899c93815379252c364450c
  description: ''
  health_score: 100.0
  last_checked: 1779032080.491728
  needs_ai_refresh: true
  stars: 0
  title: openpracticelibrary.com
  v1_locations: []
  year: N/A
https://opensearch.org:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.458701
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "opensearch.org \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering opensearch.org
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://openservicemesh.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Open Service Mesh (OSM) was an SMI-compliant, lightweight service mesh
    built on the Envoy data plane. Initially championed by Microsoft and donated to
    the CNCF, the project was officially archived, with its core paradigms and learnings
    absorbed into the Kubernetes Gateway API and ambient mesh patterns. This resource
    serves as a key historical reference for lightweight mesh designs.
  language: Go
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Cloud Native Networking
  - Service Mesh
  - Open Service Mesh
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: openservicemesh.io
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://openshift-ireland.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030673.596172
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: openshift-ireland.com
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering openshift-ireland.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://openshift.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034131.600155
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: OpenShift.io
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering OpenShift.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://openshift.tips:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033583.738901
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: openshift.tips
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering openshift.tips
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://openshift.tv:
  addition_method: manual
  content_hash: 47ac2711865a914012d2661f0493cc3454d6105685d1b4122688854a3b7c5e72
  description: ''
  health_score: 100.0
  last_checked: 1779033206.495155
  stars: 0
  status: online
  title: OpenShift.tv
  v1_locations:
  - docs/openshift.md
  year: N/A
https://opensource.builders:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A modern visual directory mapping proprietary SaaS and enterprise platforms
    to their open-source equivalents (e.g., Slack to Mattermost, Firebase to Supabase).
    Extremely useful for organizations looking to avoid vendor lock-in and adopt self-hosted,
    cloud-native deployments of core collaboration tools.
  language: N/A
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Developer Tools
  - Open Source
  - Directories
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: opensource.builders
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://opensource.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A foundational open-source community portal offering comprehensive guides,
    tutorials, and articles on Linux, open-source software, and enterprise infrastructure
    strategy. Serves as a widespread reference hub for systems administrators, developers,
    and DevOps practitioners seeking standardized patterns and open-source alternatives.
  language: English
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - Community & General Resources
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "opensource.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/16/12/cidr-network-notation-configuration-linux:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: An instructional overview exploring CLI utility sipcalc. Outlines advanced
    usage cases targeting CIDR parsing, IPv6 translation pathways, and network mask
    operations under Unix platforms.
  language: Shell
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Computer Networking & IPAM
  - Subnetting & Addressing
  - Command-Line Utilities
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "opensource.com: A Linux networking guide to CIDR notation and configuration
    - sipcalc \U0001F31F"
  addition_method: manual
  v2_locations:
  - networking.md
https://opensource.com/article/18/10/sre-startup:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: An open-source community exploration of SRE's role within fast-paced
    startup environments. Outlines how small engineering teams can apply SRE principles
    incrementally without the overhead of massive dedicated operations divisions.
  language: English
  resource_type: blog
  complexity: beginner
  hierarchy:
  - Reliability Engineering
  - SRE vs DevOps
  - Open Source Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: What is an SRE and how does it relate to DevOps?'
  addition_method: manual
  v2_locations:
  - sre.md
https://opensource.com/article/18/12/testing-ansible-roles-molecule:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Introduction to testing Ansible configuration playbooks using the Molecule
    framework. The guide focuses on improving role determinism and reliability by
    enforcing lint checks and testing playbooks inside standardized container environments.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible Testing
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Testing Ansible roles with Molecule'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/18/3/how-use-ansible-set-system-monitoring-prometheus:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Demonstrates how to automate the installation, configuration, and host-level
    metric exporting of a Prometheus instance across Linux server fleets using Ansible
    playbooks. Focuses on systemd service creation, configuration templating, and
    automated firewall rules.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Deployment Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How to use Ansible to set up system monitoring with Prometheus
  addition_method: manual
  v2_locations:
  - prometheus.md
https://opensource.com/article/18/4/learn-advanced-ssh-commands-new-cheat-sheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An educational guide examining deep SSH capabilities such as ProxyJump
    and agent forwarding. Curator Insight values the simplified explanations of complex
    SSH patterns. Live Grounding confirms these configurations are critical for cloud
    bastion setups.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Secure Shell
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Learn advanced SSH commands with this cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/article/18/4/running-jenkins-builds-containers:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Guide detailing the setup and execution of transient Jenkins agents
    within OpenShift containers. Focuses on orchestrating dynamic pod allocations
    for build execution, maximizing cluster efficiency and isolating build contexts.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD & DevOps
  - Enterprise Jenkins
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Running Jenkins builds in Openshift containers'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://opensource.com/article/18/8/devops-jenkins-2:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Detailed look at the architectural modifications introduced in Jenkins
    2, focusing on its fundamental Pipeline-as-Code delivery model. Shares strategies
    to ease migration from legacy layouts and foster automation collaboration between
    developers and operations teams.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Jenkins Tutorials
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: opensource.com - Introduction to writing pipelines-as-code and implementing
    DevOps with Jenkins 2
  addition_method: manual
  v2_locations:
  - jenkins.md
https://opensource.com/article/18/8/what-cicd:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A foundational educational guide detailing the concepts, benefits, and
    components of Continuous Integration and Continuous Deployment (CI/CD). It explains
    how pipeline automation accelerates software delivery, guarantees build consistency,
    and serves as the operational substrate for DevOps cultures.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI/CD
  - Methodology
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: What is CI/CD?'
  addition_method: manual
  v2_locations:
  - cicd.md
https://opensource.com/article/18/9/distributed-tracing-microservices-world:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Explains the architectural necessity of distributed tracing inside modern
    microservice mesh environments, outlining how it visualizes service dependency
    networks and identifies downstream latency.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Distributed Tracing
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opensource.com: Distributed tracing in a microservices world'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://opensource.com/article/18/9/distributed-tracing-tools:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Reviews and contrasts early open-source distributed tracing tools such
    as Jaeger, Zipkin, and SkyWalking, highlighting deployment complexity, UI dashboards,
    and community traction.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Distributed Tracing
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opensource.com: 3 open source distributed tracing tools'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://opensource.com/article/19/11/introduction-monitoring-prometheus:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: This article outlines the fundamentals of monitoring Kubernetes clusters
    using Prometheus. It details how Prometheus auto-discovers endpoints, services,
    and nodes via the Kubernetes API, and highlights the roles of Node Exporter and
    kube-state-metrics in capturing OS and cluster-level state metrics.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Kubernetes Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Monitoring kubernetes with Prometheus
  addition_method: manual
  v2_locations:
  - prometheus.md
https://opensource.com/article/19/2/quickstart-guide-ansible:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A fast-paced guide to configuring Ansible controller environments and
    target nodes. It simplifies SSH authentication setups and inventory management.
    This article is ideal for starting with local automation in sandboxed test labs.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: A quickstart guide to Ansible \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/19/2/scaling-postgresql-kubernetes-operators:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Explores the technical theory of the Kubernetes Operator pattern applied
    to database state management. Illustrates how operators capture advanced human
    tasks like database scaling, backups, and minor migrations.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - PostgreSQL Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: Scaling PostgreSQL with Kubernetes Operators \U0001F31F"
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://opensource.com/article/19/4/devops-pipeline:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A foundational guide outlining how to build robust, open-source DevOps
    pipelines. It discusses orchestrating continuous integration and continuous deployment
    environments using tools like Jenkins, providing a roadmap for establishing automated
    feedback loops.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: A beginner''s guide to building DevOps pipelines with open
    source tools'
  addition_method: manual
  v2_locations:
  - cicd.md
https://opensource.com/article/19/7/devops-vs-sysadmin:
  description: ''
  year: '2019'
  stars: 1
  ai_summary: Highlights shift requirements for infrastructure personnel. Explores
    how adopting systemic code logic patterns instead of static configuration scripts
    secures system scale.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Culture
  - Career Transition
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: The case for making the transition from sysadmin to DevOps
    engineer'
  addition_method: manual
  v2_locations:
  - devops.md
https://opensource.com/article/19/7/how-transition-career-devops-engineer:
  description: ''
  year: '2019'
  stars: 1
  ai_summary: Detailed strategic path to transition careers into cloud engineering.
    Underlines core requirements including version control, script modularity, and
    telemetry concepts.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Culture
  - Career Transition
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: How to transition into a career as a DevOps engineer'
  addition_method: manual
  v2_locations:
  - devops.md
https://opensource.com/article/19/8/why-spinnaker-matters-cicd:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Analyzes Spinnaker's architectural importance in decouple-focused CI/CD
    architectures. Focuses on its ability to handle complex canary, blue/green, and
    multi-region deployments out-of-the-box, mitigating the dependency on fragile
    custom scripts.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - Continuous Deployment
  - Multi-Cloud Continuous Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opensource.com: Why Spinnaker matters to CI/CD'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://opensource.com/article/19/9/intro-building-cicd-pipelines-jenkins:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A hands-on, beginner-friendly tutorial introducing basic continuous
    integration concepts using Jenkins Pipelines. Covers basic agent allocation, build
    stages, code linting execution, and post-run notifications.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Jenkins Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com - building cicd pipelines with jenkins \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://opensource.com/article/19/9/introduction-markdown:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An early introduction detailing why open-source projects adopt Markdown
    over legacy visual editors. Emphasizes parsing efficiency, cross-platform compatibility,
    and the ease of managing text-based version control in git workflows.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Documentation & Workflow
  - Writing Tools
  - Markdown Reference
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'opensource.com: An introduction to Markdown'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://opensource.com/article/20/10/ansible-modules-linux:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep dive into ten foundational Ansible modules for Linux OS administration
    (copy, service, template, user, etc.). This acts as a reference for writing stable,
    repeatable configuration scripts on host systems. Highly useful for managing underlying
    Kubernetes node environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Linux Modules
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 10 Ansible modules for Linux system automation c'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/20/10/calendar-ansible:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A creative approach to scheduling production changes using Ansible playbooks
    hooked to digital calendars. It highlights API communication and conditional logic
    execution inside custom Ansible integrations. Ideal for teams seeking to automate
    maintenance windows safely.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Automation
  - Advanced Orchestration
  - Ansible Extensions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: Integrate your calendar with Ansible to avoid schedule conflicts
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/20/10/first-day-ansible:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A reflective developer-experience piece outlining initial onboarding
    pain points and successes with Ansible. The author covers YAML structure, hosts
    file syntax, and basic ad-hoc commands. Helpful for understanding typical learning
    curves of new engineers.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: My first day using Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/20/10/kubernetes-minecraft-ansible:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Demonstrates utilizing Ansible''s native Helm modules to declare and
    manage deployments within a Kubernetes cluster, illustrated by spinning up a stateful
    Minecraft server instance. (Live Grounding: Highlights the cross-functional utility
    of leveraging Ansible playbooks to drive Kubernetes native packaging models).'
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code & CI-CD
  - GitOps & Declarative Git
  - Ansible & Helm
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Build a Kubernetes Minecraft server with Ansible''s Helm
    modules'
  addition_method: manual
  v2_locations:
  - demos.md
https://opensource.com/article/20/11/git-aliases:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights eight custom configuration shortcuts to optimize command-line
    throughput. Focuses on setting up custom log graphs, rapid status representations,
    stashing configurations, and diff-checks directly inside the global .gitconfig
    file.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Git Core
  - Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 8 Git aliases that make me more efficient'
  addition_method: manual
  v2_locations:
  - git.md
https://opensource.com/article/20/11/kubernetes-jobs-cronjobs:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An introduction to batch processing in Kubernetes. Clarifies the design
    principles behind run-to-completion Jobs and schedules periodic workloads using
    CronJobs.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Core Concepts
  - Workloads
  - Batch Jobs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: A beginner''s guide to Kubernetes Jobs and CronJobs'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://opensource.com/article/20/11/kubernetes-scheduler:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Deep dive into the core execution loops of the `kube-scheduler` component.

    - Walks through the filtering (Predicates) and scoring (Priorities) phases used
    to select candidate nodes.

    - Crucial reading for engineering customized pod affinity scheduling architectures.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Scheduling & Orchestration
  - Scheduler Internals
  - Filtering and Scoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: How the Kubernetes scheduler works'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://opensource.com/article/20/11/minishift-linux:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Step-by-step guide outlining how to install Minishift on Linux and run
    a Jenkins instance inside it. This provides baseline knowledge of legacy platforms,
    but modern architectures should use OpenShift Local.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Local Development
  - Legacy Cluster Tools
  - Minishift
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'opensource.com: Set up Minishift and run Jenkins on Linux'
  addition_method: manual
  v2_locations:
  - demos.md
https://opensource.com/article/20/11/run-kubernetes-locally:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical walkthrough analyzing four popular local options (Minikube,
    MicroK8s, k3s, and kind). Evaluates deployment times, configuration complexity,
    and resource footprint across diverse development host environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Local Kubernetes Environments
  - Single-Node Clusters
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 4 ways to run Kubernetes locally'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://opensource.com/article/20/12/ansible-lab:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A rapid, step-by-step setup guide for creating a local, containerized
    or virtualized Ansible test environment. It helps engineers quickly practice playbook
    execution, SSH configuration, and inventory targeting without risk. Highly practical
    for sandbox experimentation.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Lab Setup
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Set up an Ansible lab in 20 minutes'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/20/12/containers-101:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Demystifies Linux kernel-level container mechanisms by breaking down
    the core abstractions. Provides clear explanations of namespaces, cgroups, container
    images, registries, runtimes, and the relationship between containers and virtual
    machines.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Containerization
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 6 container concepts you need to understand'
  addition_method: manual
  v2_locations:
  - introduction.md
https://opensource.com/article/20/12/devops:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analysing core DevOps paradigms, this guide emphasizes the critical
    interplay between CI/CD maturity, rapid feedback loops, and automation frameworks.
    Grounded in foundational operational design, it details practices that enable
    engineering organizations to scale software delivery pipelines while systematically
    dismantling developmental and operational silos.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Core Concepts
  - Operational Models
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: 3 critical DevOps concepts we explored in 2020 \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://opensource.com/article/20/12/it-budget-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Outlines how Kubernetes native capabilities can be systematically leveraged
    to optimize enterprise IT spend. Focuses on orchestrating high-density container
    packing, using spot instances for fault-tolerant workloads, and implementing automated
    cluster-scale modifications.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - FinOps Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 3 ways Kubernetes optimizes your IT budget'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://opensource.com/article/20/12/remote-devops:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Examines structural commonalities between successful open source software
    architectures and enterprise platform operations. Promotes asynchronous review
    strategies and code-level infrastructure collaboration.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Culture
  - Open Source Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Create a DevOps culture with open source principles'
  addition_method: manual
  v2_locations:
  - devops.md
https://opensource.com/article/20/2/devops-beginners:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: A baseline conceptual handbook for beginners. Breaks down how CI/CD
    loops, metrics gathering, and post-incident learning reviews act as a collective
    architecture.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Fundamentals
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: A beginner's guide to everything DevOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://opensource.com/article/20/3/kubernetes-operator-sdk:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A step-by-step tutorial on bootstrapping custom operators using the
    Operator SDK. It demonstrates how to wrap Ansible playbooks or Go logic to build
    automated, declarative infrastructure controls.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Extensibility & Development
  - Frameworks & Tooling
  - Guides & Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Build a Kubernetes Operator in 10 minutes with Operator
    SDK'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://opensource.com/article/20/3/kubernetes-traefik:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introductory engineering guide outlining the mechanics of deploying
    Traefik to route internal cluster traffic. The resource demonstrates how Traefik
    processes Custom Resource Definitions (CRDs) to define advanced routing rules,
    headers, and SSL termination points transparently.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Traffic Management
  - Kubernetes Ingress Controllers
  - Traefik Ingress
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'opensource.com: Directing Kubernetes traffic with Traefik'
  addition_method: manual
  v2_locations:
  - web-servers.md
https://opensource.com/article/20/3/meld:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: Visualizing code diffs and file merges through Meld. Highlights architectural
    advantages over command-line diff when executing complex visual code reviews,
    configuration comparisons, and manual merge resolution.
  language: English
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Development Tools
  - File Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Don''t love diff? Use Meld instead'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/20/4/http-kubernetes-skipper:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An overview of Skipper, an open-source HTTP router and reverse proxy
    designed for highly customized routing scenarios. It highlights Skipper's unique
    strength in dynamically modifying requests using an extensible filter chain, though
    it occupies a niche compared to market-dominant ingress engines.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Traffic Management
  - Kubernetes Ingress Controllers
  - Alternative Ingress
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opensource.com: Try this Kubernetes HTTP router and reverse proxy'
  addition_method: manual
  v2_locations:
  - web-servers.md
https://opensource.com/article/20/5/kubectl-cheat-sheet:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A curated technical review highlighting nine essential commands for
    cluster administration. Focuses on pod logging, resource deletion, and port-forwarding
    debugging patterns crucial for day-to-day sysadmin monitoring.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: 9 kubectl commands sysadmins need to know \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/article/20/5/systemd-troubleshooting-tool:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A diagnostic guide outlining how to use systemd commands for deep service
    tracing, failure analysis, and system boot sequence optimization. It details journalctl
    options and state tracing. Live Grounding shows its practical value in production
    systems where systemd is the standard supervisor.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - System Administration
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Start using systemd as a troubleshooting tool
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/20/6/container-orchestration:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: A foundational overview of container orchestration and its necessity
    in modern distributed systems. Examines how Kubernetes automates scheduling, self-healing,
    scaling, and load balancing across cluster nodes.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Fundamentals
  - Introduction
  - Orchestration Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: A beginner''s guide to Kubernetes container orchestration'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://opensource.com/article/20/6/devops-mindset:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Pragmatic guide focused on remote engineering operations. Details how
    telemetry alignment, shared ChatOps structures, and open system registries prevent
    development drift in distributed organizations.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Culture
  - Distributed Teams
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 10 tips for maintaining a DevOps mindset for distributed
    teams'
  addition_method: manual
  v2_locations:
  - workfromhome.md
  - devops.md
https://opensource.com/article/20/6/kubernetes-anniversary:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A tactical roadmap suggesting community resources, interactive environments,
    and upstream contributions to accelerate Kubernetes expertise. Ideal for system
    administrators shifting from traditional virtualization to container architecture.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Training & Education
  - Professional Development
  - Learning Roadmaps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 5 ways to boost your Kubernetes knowledge'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://opensource.com/article/20/6/linux-libraries:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An in-depth guide detailing compiler linkages, distinguishing between
    static (.a) and dynamic (.so) library handling in Linux systems. It explains loading
    patterns and pathing options (LD_LIBRARY_PATH). Live Grounding highlights its
    importance for configuring isolated dependencies within containers.
  language: C
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Operating Systems
  - Compilation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How to handle dynamic and static libraries in Linux
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/20/7/automation-testing-cicd:
  description: ''
  addition_method: manual
  content_hash: c25169ebda1f1a16f914baec81b08803517266f6eaf40ef870b880c4486c1c4b
  health_score: 100.0
  last_checked: 1779033823.335528
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2020'
  ai_summary: Presents strategies for continuous integration-driven automated testing.
    Highlights the parallel execution of functional tests and dynamic environment
    teardown approaches to accelerate release cadence.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - Testing Methodologies
  is_microservice: false
  title: 'opensource.com: What you need to know about automation testing in CI/CD'
https://opensource.com/article/20/7/docsify-github-pages:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A tutorial explaining how to build light, dynamic document systems using
    Docsify on GitHub Pages. Contrasts static compilers with Docsify's model, which
    parses Markdown files dynamically in the browser without build compile loops,
    offering zero-setup developer portals.
  language: JavaScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Documentation & Workflow
  - Static Site Generators
  - Docsify Hosting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: How to create a documentation site with Docsify and GitHub
    Pages'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://opensource.com/article/20/7/git-repos-best-practices:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A corporate guide outlining governance practices for managing Git repositories.
    Advocates for micro-commits, atomic changes, automated static security scans,
    standardized branching models, and clean pull request lifecycles.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 6 best practices for managing Git repos'
  addition_method: manual
  v2_locations:
  - git.md
https://opensource.com/article/20/7/kubernetes-analogy:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A classic conceptual introduction that uses a shipping port analogy
    to clarify container orchestration dynamics and state synchronization for beginners.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Core Kubernetes
  - Basics
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Explaining Kubernetes in 10 minutes using an analogy'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://opensource.com/article/20/7/linux-shellhub:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Describes tunneling SSH payloads over HTTP using modern tools such as
    ShellHub. Enables administrators to bypass strict corporate firewalls and access
    remote terminals securely over HTTPS ports.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Tunnels
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Bypass your Linux firewall with SSH over HTTP'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/20/7/open-source-test-automation-frameworks:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Overview evaluating nine open-source test automation engines including
    Selenium, Cypress, and Robot Framework. Reviews test speed, language support,
    and integration overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Test Automation
  - Framework Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 9 open source test-automation frameworks'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://opensource.com/article/20/7/sysadmin-cheat-sheets:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: 'Curator Insight: Collection of top sysadmin cheat sheets covering network
    diagnostics, process management, and storage setup. Live Grounding: Highlights
    crucial administrative commands for systemd, journalctl, and networking (ip, ss)
    to secure host operations.'
  language: English
  resource_type: Resource Compilation
  complexity: Intermediate-Advanced
  hierarchy:
  - Systems
  - Linux
  - Administration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'opensource.com: 10 cheat sheets for Linux sysadmins'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/article/20/7/terraform-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains how to use HashiCorp Terraform to directly manage Kubernetes
    resources and objects. Highlights the trade-offs of using Terraform versus Helm/kubectl
    for standard resource templating, state tracking, and lifecycle operations.
  language: HCL
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - Kubernetes Provider
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: A guide to Terraform for Kubernetes beginners'
  addition_method: manual
  v2_locations:
  - demos.md
https://opensource.com/article/20/8/cerberus-test-automation:
  description: ''
  addition_method: manual
  content_hash: 6105f7117865a47ddab995a952841badf303379865b09a5585389f33d62a05a3
  health_score: 100.0
  last_checked: 1779030305.496758
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2020'
  ai_summary: Highlights Cerberus, an open-source low-code platform for pipeline test
    integration. Manages automated test scripts for cross-browser, visual, API, and
    mobile environments within unified delivery flows.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - Testing Frameworks
  is_microservice: false
  title: 'opensource.com: Cerberus - An open source solution for continuous testing''
    at scale'
https://opensource.com/article/20/8/ingress-controllers-kubernetes:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Argues the architectural benefits of utilizing an Ingress Controller
    for consolidated traffic entry rather than creating expensive cloud-provider LoadBalancer
    resources for every single microservice. Live Grounding confirms that using dynamic,
    routing-table based Ingress Controllers represents the standard cost-optimization
    strategy in enterprise cloud clusters.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opensource.com: Why I use Ingress Controllers to expose Kubernetes services'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://opensource.com/article/20/9/ansible:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights versatile use cases for Ansible beyond simple package installs,
    such as configuration drift remediation, system health auditing, and network routing
    updates. Shows how it acts as an automation framework across modern corporate
    infrastructure.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Use Cases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 7 things you can do with Ansible right now'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/20/9/ansible-modules-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details the deployment of Kubernetes manifests directly using Ansible's
    native modules (k8s module). It demonstrates how to orchestrate complex Helm charts
    and resource configurations programmatically. This bridges the divide between
    standard IaC pipelines and cluster environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Automation
  - Kubernetes Management
  - Ansible Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: Automate your container orchestration with Ansible modules
    for Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/20/9/install-packages-ansible:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A task-oriented tutorial explaining package management across multiple
    Linux distributions using Ansible. It illustrates the declarative use of apt,
    yum, and dnf modules. Essential for automating bare-metal or VM-based virtualized
    resources.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: How to install software with Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/20/9/open-source-alternatives-confluence:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comparative guide highlighting three popular open-source alternatives
    to Confluence, enabling teams to build customizable, cost-effective, and secure
    self-hosted internal documentation bases.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Documentation
  - Knowledge Base
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 3 open source alternatives to Confluence'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://opensource.com/article/21/1/ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how Ansible's declarative engine appeals to cross-disciplinary
    teams. Demonstrates scalability patterns from developers to network engineers,
    showcasing low cognitive load syntax and multi-vendor abstraction layers as key
    drivers for enterprise-wide adoption.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: 10 ways Ansible is for everyone \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/21/1/improve-ansible-play:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes execution bottlenecks in Ansible infrastructure automation,
    providing a blueprint to optimize configuration files. Demonstrates how establishing
    pipelining and tuning persistent connection control paths in 'ansible.cfg' reduces
    remote execution latency up to 600%. It offers an elegant balance of minimal footprint
    overhead with immense execution gains.
  language: INI/YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 4 lines of code to improve your Ansible play'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/21/1/kubeedge:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An open-source profile detailing KubeEdge. The article outlines how
    KubeEdge extends the standard Kubernetes control plane to remote systems, ensuring
    offline local node execution and MQTT-driven IoT connectivity.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Edge Computing
  - Kubernetes Edge
  - KubeEdge
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: Why KubeEdge is my favorite open source project of 2020
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - edge-computing.md
https://opensource.com/article/21/1/kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Synthesizes expert opinions on cloud-native security, developer experience
    improvements, and edge-computing applications for 2021. Offers context on how
    early architectures adapted to support remote infrastructure footprints.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Ecosystem Trends
  - Historical Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 8 Kubernetes insights for 2021'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://opensource.com/article/21/10/chaos-engineering-kubernetes-ebook:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Distills key lessons from executing chaos experiments on live Kubernetes
    clusters. Discusses critical parameters such as understanding container restart
    policies, the impact of DNS connection caching, resource limit thresholds, and
    balancing false alert metrics.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Operations Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opensource.com: 5 lessons I learned about chaos engineering for Kubernetes'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://opensource.com/article/21/10/check-java-jps:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the `jps` utility embedded in the Java Development Kit (JDK),
    which locates active JVM-based processes and outputs corresponding main-class
    declarations. Essential for cloud-native setups running microservice frameworks
    like Spring Boot or Apache Kafka.
  language: Java
  resource_type: Developer Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Process Management
  - Java JVM
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Check Java processes on Linux with the jps command'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/21/10/kubernetes-networkpolicy:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operational introduction to native NetworkPolicy resources. Clarifies
    how policies dynamically enforce L3/L4 firewall restrictions using selector matching,
    highlighting the differences between default-allow and default-deny ingress/egress
    patterns.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Security
  - Network Policy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opensource.com: What you need to know about Kubernetes NetworkPolicy'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://opensource.com/article/21/10/linux-tools-erase-data:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates file shredding and disk zeroing mechanisms utilizing native
    commands like `shred`, `dd`, `srm`, and custom tooling. Demonstrates the operational
    physics of hard write manipulation to prevent residual forensic extraction.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Security
  - Data Sanitation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: 4 Linux tools to erase your data'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/21/10/linux-wget-command:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Uncovers non-trivial `wget` features such as mirrors, background downloads,
    custom user-agent injection, and rate limits. Helps construct robust image building
    processes and remote asset harvesting operations.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Networking
  - Data Transfer
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: 7 handy tricks for using the Linux wget command'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/21/10/memory-stats-linux-smem:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights `smem`, a tool dedicated to calculating proportional set
    size (PSS), unique set size (USS), and resident set size (RSS). Offers a mathematically
    sound approach to understanding memory allocation in shared library environments.
  language: Python
  resource_type: Command-Line Guide
  complexity: Advanced
  hierarchy:
  - Linux
  - Performance
  - Memory Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Get memory use statistics with this Linux command-line tool'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/21/10/podman-windows-wsl:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed manual on installing and running Podman inside a manual WSL2
    Linux distribution on Windows. This approach provides a customizable developer
    environment, walking through network bridging, storage optimizations, and subUID
    file mapping configurations.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Windows WSL2 Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Get podman up and running on Windows using Linux'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://opensource.com/article/21/11/cicd-pipeline-kubernetes-tekton:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive tutorial on designing Kubernetes-native CI/CD pipelines
    with Tekton. The pipeline relies on Tekton’s custom resources (CRDs), like Tasks
    and Pipelines, to isolate build stages in discrete ephemeral pods. Live Grounding
    confirms this setup decouples execution configurations from Kubernetes control
    plane operations, enabling portable pipeline-as-code deployments.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native Delivery
  - CI/CD & GitOps
  - Tekton Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "opensource.com: Write your first CI/CD pipeline in Kubernetes with Tekton
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - tekton.md
https://opensource.com/article/21/11/cluster-logging-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains native Kubernetes logging mechanics, focusing on how logs are
    collected from standard output (stdout/stderr) streams and buffered on nodes.
    Analyzes community patterns for scraping and shipping these records to central
    analytical pipelines.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Log Management & Diagnostics
  - Log Aggregation
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: What you need to know about cluster logging in Kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://opensource.com/article/21/11/cron-linux:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the syntactic composition of crontabs, scheduling structures,
    and environment constraints. Crucial for designing local host cleanups, log rotations,
    and scheduled backup strategies outside dedicated cloud orchestration planes.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Automation
  - Task Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Linux tips for using cron to schedule tasks'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/21/11/kubernetes-dynamic-scheduling-tekton:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This guide details the automation of Tekton pipeline runs through Tekton
    Triggers. It highlights the use of EventListeners, TriggerBindings, and TriggerTemplates
    to capture external webhook payload events (e.g., from Git) and dynamically spawn
    TaskRuns and PipelineRuns. It is an essential pattern for building event-driven,
    reactive cloud native delivery workflows.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native Delivery
  - CI/CD & GitOps
  - Tekton Triggers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Dynamic scheduling of Tekton workloads using Triggers'
  addition_method: manual
  v2_locations:
  - tekton.md
https://opensource.com/article/21/11/kubernetes-replicationcontroller:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: An analysis of the historical ReplicationController object in Kubernetes.
    Contrast Curator Insight (analyzing the tool's mechanics) with Live Grounding
    (the ReplicationController is legacy, replaced entirely by Deployments and ReplicaSets
    for modern container orchestration).
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Core Architecture
  - Controller Manager
  - ReplicationController
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'opensource.com: How the Kubernetes ReplicationController works'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://opensource.com/article/21/11/open-source-12-factor-app-methodology:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the application of 12-Factor methodology to open-source project
    standards. Highlights maintaining statelessness, dependency isolation, and configuration
    separation to simplify multi-environment testing and distribution.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Patterns
  - Twelve-Factor App
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'opensource.com: An open source developer''s guide to 12-Factor App methodology'
  addition_method: manual
  v2_locations:
  - introduction.md
https://opensource.com/article/21/12/kubernetes-developer:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural reflection detailing key developer-centric shifts encountered
    when adapting to Kubernetes environments. It explores paradigms like declarative
    APIs, container-first test loops, and how platform engineers must redefine application
    boundaries in microservice environments.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native Architecture
  - Development Methodologies
  - Operator Perspectives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: What Kubernetes taught me about development'
  addition_method: manual
  v2_locations:
  - helm.md
https://opensource.com/article/21/12/kubernetes-gatekeeper:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the installation and lifecycle management of OPA Gatekeeper
    inside Kubernetes. Demonstrates how to design ConstraintTemplates and Constraints
    to programmatically enforce organizational governance rules, highlighting its
    capability to validate, mutate, and deny container creation requests before deployment
    execution.
  language: Yaml / Rego
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Governance & Security
  - Policy Enforcement
  - OPA Gatekeeper
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Implement governance on your Kubernetes cluster'
  addition_method: manual
  v2_locations:
  - demos.md
https://opensource.com/article/21/12/open-source-business-tools:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Introduces a foundational toolkit of open-source ERP, accounting, and
    task-tracking platforms designed to help modern startups operate efficiently without
    proprietary vendor lock-in.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Business Utilities
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Open source tools for running a small business in 2022'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://opensource.com/article/21/12/open-source-mind-mapping-drawio:
  addition_method: manual
  content_hash: 2b00796ced0c08bd32623444d887f79b88e394675315a9f5e32ffba0fa1666b0
  description: ''
  health_score: 100.0
  last_checked: 1779032227.632182
  needs_ai_refresh: true
  stars: 0
  title: 'opensource.com: Open source mind mapping with Draw.io'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://opensource.com/article/21/12/open-source-security:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews open-source initiatives targeting security compliance, supply
    chain auditing, and vulnerability isolation. Demonstrates how adopting open standards
    improves platform flexibility and enables shifting security checks left.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - Open Source Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 5 open source security resources from 2021'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://opensource.com/article/21/12/sigstore-container-images:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A hands-on tutorial outlining how to cryptographically sign and verify
    container images using Cosign. Teaches developers how to generate local keypairs,
    write signatures directly to remote OCI registries, and build validation check
    gates.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Supply Chain Security
  - Image Signing & Verification
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Sign and verify container images with this open source tool
    (sigstore)'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://opensource.com/article/21/2/ansible-origin-story:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Chronicles the evolution of Ansible from its early development roots
    to Red Hat's premier configuration orchestration platform. Reviews historical
    design choices, including agentless SSH transport, zero-bootstrap setup, and Python-based
    plugins, which shaped its current market domination.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: How Ansible got started and grew'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/21/2/devsecops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A highly structured methodology for successfully integrating DevSecOps
    across five core software development phases: plan, code, build, test, and release.
    Details embedding lightweight, non-blocking automation checkpoints to guarantee
    policy alignment.'
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: How to adopt DevSecOps successfully'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://opensource.com/article/21/2/kubernetes-namespaces:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Demonstrates logical multi-tenancy implementation using native Kubernetes
    resource primitives. Focuses on combining RBAC boundaries, NetworkPolicies, and
    ResourceQuotas to insulate co-located developer teams.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Namespace Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: Configure multi-tenancy with Kubernetes namespaces \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://opensource.com/article/21/2/linux-automation:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An exploration of Linux job execution using anacron instead of traditional
    crontabs. This tutorial highlights anacron's ability to trigger deferred system-level
    maintenance tasks and backups even after systemic power shutdowns. It provides
    system engineers with a highly reliable automation fallback plan.
  language: N/A
  resource_type: article
  complexity: beginner
  hierarchy:
  - System Administration
  - Linux Automation
  - Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Use anacron for a better crontab'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/21/2/tempo-distributed-tracing:
  description: ''
  addition_method: manual
  content_hash: 5ddefb99bfac95fbc33cad4b556ce08119170d95ff49267ec0e47ec2a7421814
  health_score: 100.0
  last_checked: 1779029369.426839
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: A practical hands-on guide for bootstrapping distributed tracing with
    Grafana Tempo. It highlights how eliminating complex storage backends like Cassandra
    or Elasticsearch reduces infrastructure operational costs. 2026 best practices
    emphasize using Tempo alongside standard OpenTelemetry collectors.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - Distributed Tracing
  is_microservice: true
  title: 'opensource.com: Get started with distributed tracing using Grafana Tempo'
https://opensource.com/article/21/3/ansible-collections:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical framework for evaluating and selecting Ansible Collections
    from Galaxy. It highlights assessment metrics such as maintainability, documentation
    quality, namespace conventions, and community engagement to mitigate security
    and stability risks in automation supply chains.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 5 tips for choosing an Ansible collection that''s right
    for you'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/21/3/ansible-sysadmin:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines five common system maintenance workloads—package updates, log
    cleanup, backup tasks, service verification, and user management—and converts
    them into structured, reusable Ansible modules. Minimizes variance and repetitive
    sysadmin activities.
  language: YAML
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - System Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: 5 everyday sysadmin tasks to automate with Ansible \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/21/3/devops-documentation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deconstructs the 'Docs-as-Code' paradigm, incorporating documentation
    tasks into active developer Git workflows. Outlines utilizing Markdown, static-site
    generators, programmatic link check validation, and pipeline-level artifact documentation
    deployments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Documentation
  - Docs-as-Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: A DevOps guide to documentation'
  addition_method: manual
  v2_locations:
  - devops.md
https://opensource.com/article/21/3/git-cherry-pick:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details use cases for applying specific commits from one branch to another
    using 'git cherry-pick'. Focuses on patching bugs in release branches, rescuing
    misplaced commits, and migrating discrete feature sets across development forks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Advanced Git
  - History Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 3 reasons I use the Git cherry-pick command'
  addition_method: manual
  v2_locations:
  - git.md
https://opensource.com/article/21/3/gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compares traditional DevOps philosophies with structured GitOps methodologies,
    illustrating how GitOps provides a concrete implementation pattern for DevOps.
    While DevOps represents a broad system of collaboration principles, GitOps delivers
    a strict, technical model for cloud-native infrastructure automation using version
    control.
  language: None
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - DevOps Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "opensource.com: GitOps vs. DevOps: What's the difference? \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://opensource.com/article/21/3/grep-cheat-sheet:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Comprehensive guide and cheat sheet for grep syntax, covering recursive
    searching, exclusion criteria, and basic regular expressions. Fundamental text-processing
    utility crucial for searching through high-volume application logs.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - Command Line
  - Text Search
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: How to use the Linux grep command'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/21/3/service-mesh:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An industry overview advocating for network management decoupling. Explains
    why networking complexities (traffic steering, retries, service discovery) should
    be abstracted away from application runtimes and managed directly by dedicated
    mesh infrastructure.
  language: None
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opensource.com: Why you should care about service mesh'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://opensource.com/article/21/4/context-switching-git:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines high-performance context-switching techniques, emphasizing
    'git worktree' and 'git stash'. This guide covers keeping separate branches simultaneously
    checked out into distinct directory trees, allowing parallel debugging tasks without
    disrupting primary feature developments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Version Control
  - Advanced Git
  - Workspace State
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 4 tips for context switching in Git'
  addition_method: manual
  v2_locations:
  - git.md
https://opensource.com/article/21/4/event-streaming-rudderstack:
  addition_method: manual
  content_hash: 9c9e5980e1ea73ec2fc554d34bb2298779a1ad6f4fba94f1c7bdd6e46373a170
  health_score: 100.0
  last_checked: 1779030522.185611
  v1_locations:
  - docs/message-queue.md
https://opensource.com/article/21/4/git-stash:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides an architectural deep dive into the Git stash command stack
    for saving uncommitted workspace modifications. Explains stash management commands
    (push, pop, apply, list, drop) and covers advanced options like stashing untracked
    or ignored files to preserve context switching cleanly.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Git Core
  - Workspace State
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: A practical guide to using the git stash command'
  addition_method: manual
  v2_locations:
  - git.md
https://opensource.com/article/21/4/git-whatchanged:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Shows how to audit repository changes using commands like `git whatchanged`,
    `git log`, and `git show`. Explains how to target specific commits, compare changes
    across commits, and inspect file histories.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Logging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Find what changed in a Git commit'
  addition_method: manual
  v2_locations:
  - git.md
https://opensource.com/article/21/4/groovy-io:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed technical review explaining programmatic file and input/output
    stream operations utilizing Apache Groovy. Critical for Jenkins Pipeline authors
    looking to implement advanced file manipulation, parse complex workspaces, and
    generate structured dynamic manifests.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Groovy Programming
  - File I-O
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Read and write files with Groovy'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://opensource.com/article/21/4/load-balancing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An essential guide outlining fundamental load-balancing mechanisms.
    Investigates Layer 4 vs Layer 7 routing protocols, round-robin algorithms, and
    performance implications across scalable microservice configurations.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Architecture
  - Infrastructure
  - Load Balancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: A beginner''s guide to load balancing'
  addition_method: manual
  v2_locations:
  - web-servers.md
https://opensource.com/article/21/4/process-json-data-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights native Ansible filters, query structures, and jinja2 manipulations
    to clean, filter, and iterate over complex JSON payloads during Infrastructure-as-Code
    deployments.
  language: YAML
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Data Modeling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: 5 ways to process JSON data in Ansible \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://opensource.com/article/21/4/visualize-data-eda:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guide on employing Enterprise Data Analytics (EDA) configurations
    to design executive-friendly dashboards, translating complex transactional data
    queries into clear, actionable business telemetry visualizations.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Data Analytics
  - Visualization
  - Data Analytics Engine
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Make your data boss-friendly with EDA - Enterprise Data
    Analytics'
  addition_method: manual
  v2_locations:
  - databases.md
https://opensource.com/article/21/5/jenkins-logs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Covers utilities and plugin practices to inject clean, colored, and
    readable structures into Jenkins logs. Helps reduce developer troubleshooting
    cycles. *Curator Insight*: Improving log readability. *Live Grounding*: Readable
    standard output logs are key to accelerating incident resolution in debugging
    failures.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Operations
  - Observability
  - Logging & Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Make Jenkins logs pretty'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://opensource.com/article/21/5/kubernetes-cheat-sheet:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Introduces standard cluster control commands through a downloadable
    reference guide. Geared toward system engineers shifting from legacy virtual machine
    setups to distributed container configurations.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'opensource.com: Learn essential Kubernetes commands with a new cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/article/21/5/mysql-query-tuning:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores query performance tuning in MySQL. Details analyzing optimizer
    output using the EXPLAIN statement to identify slow table scans and optimize composite
    indexes.
  language: SQL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Databases
  - Relational Databases
  - MySQL Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: opensource.com
  addition_method: manual
  v2_locations:
  - databases.md
https://opensource.com/article/21/5/python-38-features:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to use Python 3.8's positional-only argument separator
    ('/') to construct secure and declarative APIs. Analyzes parameters isolation,
    namespace safety, and backwards compatibility advantages for package developers.
  language: Python
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - API Design
  - Language Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Make your API better with this positional trick from Python
    3.8'
  addition_method: manual
  v2_locations:
  - python.md
https://opensource.com/article/21/6/bash-config:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An analytical guide to parsing structural configuration files natively
    inside Bash environments. This resource explores tokenization, parameter substitution,
    and sandboxing inputs to avoid arbitrary command execution. Live Grounding demonstrates
    its utility in lightweight edge systems where standard runtimes like Python or
    jq are unavailable.
  language: Bash
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Parsing config files with Bash'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/21/6/kustomize-kubernetes:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Step-by-step introduction to customizing Kubernetes manifests natively
    using Kustomize. Focuses on setting up basic configurations with kustomization.yaml,
    declaring base manifests, and safely applying targeted environmental patches to
    resources like Deployments and Services.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Modify your Kubernetes manifests with Kustomize'
  addition_method: manual
  v2_locations:
  - kustomize.md
https://opensource.com/article/21/6/migrate-vms-kubernetes-forklift:
  description: ''
  addition_method: manual
  content_hash: c107b18a084266e6c92b5fc95306fab2c934dcd97b7d077c2baf9e536cebd8d4
  health_score: 100.0
  last_checked: 1779029796.145587
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An informative guide detailing VM migration flows into KubeVirt environments
    using Konveyor Forklift. Solves the integration problem for organizations standardizing
    traditional server stacks into container-managed nodes.
  language: None
  resource_type: Guide
  complexity: Low
  hierarchy:
  - Infrastructure
  - VM Orchestration
  - Migration Guides
  is_microservice: false
  title: "opensource.com: Migrate virtual machines to Kubernetes with this new tool'
    - forklift \U0001F31F"
https://opensource.com/article/21/7/automating-argo-cd:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Demonstrates how to leverage the 'App-of-Apps' pattern in ArgoCD to
    construct recursive, nested application structures. Enables engineers to automate
    the bootstrapping of complex multi-tier platforms from a single root configuration.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Patterns
  - App-of-Apps
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'opensource.com: Automatically create multiple applications in Argo CD'
  addition_method: manual
  v2_locations:
  - argo.md
https://opensource.com/article/21/7/check-disk-space-linux-du:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A baseline guide illustrating how to audit file systems with the `du`
    command. Demonstrates parsing options like `--max-depth` and human-readable flags
    to quickly diagnose partition saturation events, an indispensable skill for maintaining
    container hosts and database nodes.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Beginner
  hierarchy:
  - Linux
  - File System
  - Storage Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Check used disk space on Linux with du'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/21/7/developer-productivity-linux:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Outline of the developer efficiency gains bundled inside the Quarkus
    2.0 lifecycle on open-source systems. Highlighted capabilities include a brand-new
    Dev UI, integrated Continuous Testing, and CLI tooling improvements. It shows
    how the runtime framework prioritizes the inner-loop velocity to match or exceed
    modern Node.js and Go experiences.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: 3 reasons Quarkus 2.0 improves developer productivity on
    Linux \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://opensource.com/article/21/7/kubectl:
  description: ''
  addition_method: manual
  content_hash: 6abfcd0ea39d9397671f26851ee5122228fa5c47cc42bdd19d7db49c64120dd3
  health_score: 100.0
  last_checked: 1779032036.700963
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2021'
  ai_summary: Details five ways to manage deployments using kubectl options. Emphasizes
    namespace management, manifest validations via dry-runs, and rapid scaling tasks.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Platform
  - Cluster Administration
  - Kubectl Productivity
  is_microservice: false
  title: 'opensource.com: 5 useful ways to manage Kubernetes with kubectl'
https://opensource.com/article/21/7/linux-podman:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural exploration of executing a nested Linux VM directly
    within an OCI-compliant container managed by Podman. This setup leverages nested
    systemd instances, enabling engineers to package legacy system-level workloads,
    VMs, or multi-process service layers without full VM overhead.
  language: Shell
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Advanced Runtimes
  - VM-in-Container
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'opensource.com: Run a Linux virtual machine in Podman'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://opensource.com/article/21/7/open-source-invoicing-po:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guided overview of utilizing modern, open-source invoicing and billing
    software to streamline purchase order processes and administrative overhead within
    smaller tech businesses or individual consulting practices.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Business Utilities
  - Invoicing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: A guide to simplifying invoicing with this open source tool'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://opensource.com/article/21/7/parse-xml-linux:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This guide details utilizing `XMLStarlet` to execute XPath queries,
    transformations, and schema validations directly within command-line pipelines.
    Curator insight notes it is a valuable asset for processing legacy enterprise
    structures; live grounding emphasizes its continued efficiency over general-purpose
    Python parsing scripts for rapid terminal queries.
  language: C
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Text Processing
  - XML Parsing
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'opensource.com: Use XMLStarlet to parse XML in the Linux terminal'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/21/7/run-prometheus-home-container:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical homelab guide detailing how to run a Prometheus instance
    in a Docker container. Covers simple YAML config creation to target local system
    services and networking equipment, establishing basic observability without complex
    orchestration.
  language: YAML
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Homelab
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Run Prometheus at home in a container'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://opensource.com/article/21/7/system-administrators:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Reflects on the transformation of the system administrator role into
    Site Reliability Engineering (SRE), Platform Engineering, and DevOps roles. It
    highlights how infrastructure-as-code, GitOps, and high automation levels have
    reshaped the operational skills required to maintain state-of-the-art enterprise
    platforms.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Culture & Roles
  - Systems Administration Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: What do we call post-modern system administrators?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://opensource.com/article/21/7/wildfly:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An introductory guide on using WildFly for web application development,
    demonstrating fast setup and deploy loops. Live Grounding indicates its practical
    value for developers looking to run traditional web-profiles on modular container
    frameworks without heavy J2EE runtime friction.
  language: English
  resource_type: Blog / Article
  complexity: Beginner
  hierarchy:
  - Cloud-Native Java
  - Runtimes
  - WildFly
  - Developer Workflow
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opensource.com: Get started with WildFly for Java web development'
  addition_method: manual
  v2_locations:
  - java_app_servers.md
https://opensource.com/article/21/8/argo-cd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introduction to core GitOps architectures using Argo CD. Outlines
    basic mechanics of reconciliation, syncing Helm charts, and navigating the GUI
    to verify actual and desired cluster states match.
  language: YAML
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Argo CD Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: Get started with Argo CD \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://opensource.com/article/21/8/container-image:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Anatomy of an OCI container image. Details the layout of read-only file
    layers, manifest specifications, metadata config, and how the union filesystem
    constructs a cohesive runtime state.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Container Architecture
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: What is a container image?'
  addition_method: manual
  v2_locations:
  - docker.md
https://opensource.com/article/21/8/gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical guidelines on bootstrap strategies, pipeline configurations,
    and access controls for maximizing GitOps efficiency. Suggests starting with read-only
    sync states and gradually scaling to auto-remediating loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Implementation
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: How to get the most out of GitOps right now'
  addition_method: manual
  v2_locations:
  - gitops.md
https://opensource.com/article/21/8/linux-stat-file-status:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines the usage of `stat` to fetch highly detailed filesystem metadata.
    Explains decoding octal permissions, inode reference indexes, and birth-time/modification
    timestamps, aiding forensics and system auditing pipelines.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - File System
  - Metadata
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Check file status on Linux with the stat command'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/21/8/option-parsing-bash:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A hands-on methodology for standardizing command-line interface (CLI)
    parameters in Bash using getopt and getopts. It breaks down dynamic argument parsing,
    flag grouping, and parameter isolation. Live Grounding shows that utilizing getopts
    is a critical pattern for establishing robust, human-centric shell utilities in
    operational scripts.
  language: Bash
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - CLI Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: How to include options in your Bash shell scripts'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/21/8/python-argparse:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to construct secure and modular command-line interface
    parameters utilizing standard library `argparse`. Covers handling positional variables,
    flags, sub-command branches, and custom input validations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Utilities
  - CLI Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Parse command-line arguments with argparse in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://opensource.com/article/21/8/terraform-deploy-helm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Illustrates deploy automation patterns combining Terraform with Helm.
    Demonstrates the mechanics of deploying cluster-level operational workloads like
    the Kubernetes Dashboard by using the Terraform Helm provider, aligning underlying
    platform provisioning with packaging patterns.
  language: HCL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Application Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "opensource.com: How I use Terraform and Helm to deploy the Kubernetes Dashboard
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://opensource.com/article/21/8/terraform-tips:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A brief structural best-practices post detailing the absolute essentials
    for early Terraform setups: remote backend locking, declarative module isolation,
    automated syntax checks, dry-run validations, and secret scrubbing.'
  language: English
  resource_type: Introductory Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: My top 5 tips for setting up Terraform \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://opensource.com/article/21/9/alternatives-zoom:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews five secure open-source video conferencing alternatives (such
    as Jitsi Meet) that can be easily deployed within self-hosted infrastructures
    to preserve data isolation.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Collaboration
  - Video Conferencing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 5 open source alternatives to Zoom'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://opensource.com/article/21/9/ansible-anacron-automation:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An integration tutorial demonstrating how to pair Ansible task execution
    with anacron's scheduling engine. It resolves typical automation gaps on intermittently
    connected devices or workstations where rigid system cron configurations fail.
    It is a smart design pattern for local edge maintenance automation.
  language: N/A
  resource_type: article
  complexity: intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Scheduling and Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: How I use Ansible and anacron for automation'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/21/9/ansible-rest-apis:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Guides operators on constructing robust workflows that consume external
    RESTful services. Explains parsing, filtering, and conditional logic application
    over retrieved JSON payloads.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible Integration
  - API Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Using Ansible with REST APIs'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/21/9/build-website-jekyll:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical guide outlining how to design, customize, and publish responsive
    websites using Jekyll, the Ruby-based static site compiler. Details Liquid template
    structures, metadata variables, and seamless integrations with default GitHub
    Pages pipelines.
  language: Ruby
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Documentation & Workflow
  - Static Site Generators
  - Jekyll
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Build your website with Jekyll'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://opensource.com/article/21/9/keep-folders-tidy-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines practical patterns utilizing system file management modules
    to implement directory cleanup pipelines. Discusses setting metadata states, purging
    logs, and securing directory permissions dynamically.
  language: YAML
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: How I keep my file folders tidy with Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/21/9/unit-test-python:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Demonstrates three simple patterns to unit-test and contract-test web
    endpoints utilizing native Python libraries, unittest structures, and the popular
    pytest platform.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - API Testing
  - Implementation
  - Python
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: 3 ways to test your API with Python'
  addition_method: manual
  v2_locations:
  - api.md
https://opensource.com/article/21/9/yaml-cheat-sheet:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical cheat sheet on opensource.com highlighting common YAML syntax
    formatting traps. It shows how data types are implicitly parsed, how lists represent
    objects, and how to format clean nested dictionaries. This is a quick-access tool
    for system administrators.
  language: N/A
  resource_type: article
  complexity: beginner
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Make YAML as easy as it looks'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://opensource.com/article/22/1/learn-ansible:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents nine structured avenues to quickly learn and master Ansible.
    Features suggestions including interactive hands-on sandboxes, real-world role
    patterns, training resources, and active developer forums.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Education
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "opensource.com: 9 ways to learn Ansible this year \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://opensource.com/article/22/1/open-source-testing-framework:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A design-oriented case study examining the architecture and philosophy
    of building a customized open-source testing framework. Outlines the balance between
    ease of use, extensibility, speed, and reporting capabilities, illustrating how
    standardized open protocols form the basis of flexible enterprise testing infrastructure.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Framework Design
  - Open Source Architecture
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Why we built an open source testing framework'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://opensource.com/article/22/1/record-terminal-session-asciinema:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Guides teams on utilizing `asciinema` to record text-based terminal
    outputs instead of bulky, pixelated video captures. Facilitates interactive, copy-pasteable
    documentation sharing for technical runs, tutorials, and engineering handovers.
  language: Python
  resource_type: Utility Guide
  complexity: Beginner
  hierarchy:
  - Linux
  - Command Line
  - Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Record your terminal session with Asciinema'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/article/22/1/rocketchat-data-privacy:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical review advocating for Rocket.Chat as a privacy-focused, scalable,
    open-source communication application. Provides design concepts for self-hosting
    chat infrastructure inside sandboxed container platforms.
  language: JavaScript
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Collaboration
  - Rocket.Chat
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opensource.com: Why choose Rocket.Chat for your open source chat tool'
  addition_method: manual
  v2_locations:
  - openshift.md
https://opensource.com/article/22/1/run-containers-without-sudo-podman:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A deep-dive on configuring host security rules to execute container
    networks without utilizing `sudo` privileges under Podman. It details how user
    namespace mappings isolate processes, ensuring that even if a container is compromised,
    host-level administrative access remains secure.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Rootless Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Run containers on Linux without sudo in Podman'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://opensource.com/article/22/1/unit-testing-googletest-ctest:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive practical guide on configuring and executing unit tests
    in C++ utilizing GoogleTest combined with the CMake-integrated CTest test runner.
    Detail includes step-by-step compilation, test suite definition, and build automation
    orchestration.
  language: C++
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Unit Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Perform unit tests using GoogleTest and CTest'
  addition_method: manual
  v2_locations:
  - qa.md
https://opensource.com/article/22/12/ddev:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This foundational guide details DDEV's architecture and outlines several
    core operational reasons to adopt it for local developer environments. The resource
    highlights zero-config SSL, automated multisite networking, and seamless cross-platform
    orchestration. It acts as a clear migration roadmap from customized Docker Compose
    layouts to a standardized, team-wide orchestration abstraction layer.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Development Environments
  - Local Orchestration
  - DDEV Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 16 reasons DDEV will be your new favorite web development
    environment'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://opensource.com/article/22/2/kubernetes-architecture:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A high-level architectural walkthrough introducing components of master
    and worker topologies. Clearly distinguishes logical cluster planes and details
    container execution layers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Control Plane
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: A guide to Kubernetes architecture'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://opensource.com/article/22/3/visual-map-kubernetes-deployment:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: An architectural guide that maps out a Kubernetes deployment lifecycle.
    Provides dynamic, step-by-step visual blueprints that trace an API request from
    its initial ingress point down through pod scheduling and dynamic IP allocation.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Core Architecture
  - Visual Resources
  - Deployment Map
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: A visual map of a Kubernetes deployment'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://opensource.com/article/22/4/customize-git-subcommands:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to write custom Git subcommands by placing executable files
    (like `git-custom-command`) in your system PATH, allowing developers to extend
    Git's core CLI with specialized team scripts.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Make your own Git subcommands'
  addition_method: manual
  v2_locations:
  - git.md
https://opensource.com/article/22/4/git-branches:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Simplifies the conceptual understanding of Git branching, staging, and
    merge mechanisms utilizing physical Lego bricks as visual models. Highly helpful
    for building conceptual clarity in junior engineers adapting to non-linear development
    strategies.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - Conceptual Models
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Explaining Git branches with a LEGO analogy'
  addition_method: manual
  v2_locations:
  - git.md
https://opensource.com/article/22/4/git-push:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to run write operations to remote repositories safely.
    Emphasizes workflows using `--force-with-lease` and configure branch protection
    to protect production branches.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: My guide to using the Git push command safely'
  addition_method: manual
  v2_locations:
  - git.md
https://opensource.com/article/22/4/git-tips:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: 'Curator Insight: Highly curated selection of 10 daily Git CLI tips
    for productivity optimization. Live Grounding: Uncovers under-utilized commands
    such as git worktree (enabling concurrent branch work in isolated directories)
    and git switch, which improve local development velocity.'
  language: English
  resource_type: Technical Article
  complexity: Intermediate-Advanced
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: 10 Git tips we can''t live without'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/article/22/4/manage-git-commits-rebase-i-command:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deep dive into interactive rebasing commands (pick, reword, edit, squash,
    fixup, drop). Highlights how interactive rebasing works behind the scenes to help
    developers rewrite local histories cleanly before master integration.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Version Control
  - Advanced Git
  - History Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: My guide to understanding Git rebase -i'
  addition_method: manual
  v2_locations:
  - git.md
https://opensource.com/article/22/4/open-source-tools-developing-cloud:
  description: ''
  addition_method: manual
  content_hash: 97c4677ad60e26136db932c1820ea8668bceb89b168121f542a1695025a77a65
  health_score: 100.0
  last_checked: 1779030384.527783
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: Reviews five open-source utilities designed to simplify the cloud development
    process. Explores patterns including container build optimization, local virtualization
    engines, and infrastructure code validations to help developers minimize localized
    feedback loops.
  language: Bash
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud-Native Platforms
  - Developer Experience
  - Curation
  is_microservice: false
  title: 'opensource.com: 5 open source tools for developing on the cloud'
https://opensource.com/downloads/ansible-k8s-cheat-sheet:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: 'Curator Insight: Specialist reference sheet targeting Kubernetes resource
    control via Ansible modules. Live Grounding: Invaluable for platform automation,
    allowing operations teams to manage K8s object lifecycles using structured declarative
    YAML playbooks rather than raw kubectl commands.'
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Ansible Kubernetes
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "Ansible k8s cheat sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/downloads/bash-programming-guide:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An exhaustive, publication-grade manual introducing Shell programming
    concepts, from simple pipelines to structured error handling. It serves as a comprehensive
    onboarding blueprint for site reliability engineering teams. Live Grounding tracks
    it as an essential textbook reference for terminal mastery.
  language: Bash
  resource_type: Book
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Introduction
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'opensource.com: An introduction to programming with Bash (eBook)'
  addition_method: manual
  v2_locations:
  - linux.md
https://opensource.com/downloads/gnu-screen-cheat-sheet:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: Reference card for GNU Screen keybindings and window
    management. Live Grounding: While tmux has largely superseded screen in standard
    modern setups, this guide remains highly critical for maintaining persistent shells
    and serial console connections on legacy systems.'
  language: PDF
  resource_type: Administrative Guide
  complexity: Intermediate
  hierarchy:
  - Systems
  - Linux
  - Session Management
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'opensource.com: GNU Screen cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/downloads/javascript-cheat-sheet:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A modern quick-reference syntax compiler for ES6+ JavaScript. Designed
    to optimize developer productivity, it covers data types, manipulation protocols,
    async/await structures, and event-driven browser interfaces.
  language: JavaScript
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Languages
  - JavaScript
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: JavaScript cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/downloads/jupyterlab-cheat-sheet:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A targeted command cheat sheet highlighting JupyterLab's execution environments,
    interface layouts, extension structures, and kernel-switching protocols to benefit
    data engineering cycles.
  language: Python
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Data Science & ML
  - Notebook Environments
  - JupyterLab
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: JupyterLab cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/downloads/logrotate-cheat-sheet:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A pragmatic reference guide to configuring and troubleshooting the Linux
    logrotate daemon. It provides clear patterns for defining size limits, automated
    log rotation frequency, compression policies, and purging behaviors for production
    environments.
  language: Bash
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Linux Administration
  - Log Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Linux logrotate cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/downloads/mariadb-mysql-cheat-sheet:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An operations cheat sheet for managing MariaDB and MySQL engine architectures.
    Documents typical command lines, user-privilege management, engine optimization
    parameters, and logical backup sequences.
  language: SQL
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Databases & Storage
  - Relational Databases
  - MySQL & MariaDB
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: MariaDB and mySQL cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/downloads/parted-cheat-sheet:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: Focused reference sheet for GNU Parted CLI utility.
    Live Grounding: Essential for storage administrators and virtual-machine managers
    configuring partition tables (GPT/MBR), resizing filesystems, and aligning sector
    offsets.'
  language: PDF
  resource_type: Administrative Guide
  complexity: Intermediate
  hierarchy:
  - Systems
  - Linux
  - Storage
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: Linux Parted cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/downloads/watch-cheat-sheet:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical reference showing how to use the Linux watch utility to
    monitor command output in real-time. It showcases how to track disk usage trends,
    network ports, or pod scheduling configurations directly in the terminal.
  language: Bash
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Linux Administration
  - Command Line Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: Watch command cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://opensource.com/life/16/2/how-use-python-hack-your-ide:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Explains how to extend and automate the Eclipse IDE using Python scripting
    through Jython and the Eclipse Scripting Engine (EASE). Outlines how to write
    lightweight automation scripts to modify files, generate boilerplate, and interact
    with Eclipse UI controls directly, circumventing complex Java-heavy plugin development.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - IDEs & Editors
  - Eclipse Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'opensource.com: How to use Python to hack your Eclipse IDE'
  addition_method: manual
  v2_locations:
  - python.md
https://opensource.com/life/16/7/how-restore-older-file-versions-git:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Focuses on file restoration mechanisms, demonstrating commands like
    git checkout, git restore, and git reset to recover historical files safely and
    manage state inconsistencies.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.com: How to restore older file versions in Git'
  addition_method: manual
  v2_locations:
  - git.md
https://opensource.com/tags/kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This repository presents practical guides and conceptual overviews highlighting
    open-source tools within the Kubernetes ecosystem. It serves as a pedagogical
    gateway for system administrators transitioning to cloud-native orchestration
    models.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Community & Learning
  - Open Source
  - Ecosystem Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: opensource.com/tags/kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://opensource.google/projects/prometheus-slo-burn-example:
  addition_method: manual
  content_hash: 5b6d8e3acaff84cdc3c9f594dcb9affd28189fdbc28b7895622dfb4158a4f230
  description: ''
  health_score: 100.0
  last_checked: 1779034448.11153
  stars: 0
  status: online
  title: 'opensource.google: Prometheus SLO example'
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://opensource.googleblog.com/2020/03/kpt-packaging-up-your-kubernetes.html:
  description: ''
  addition_method: manual
  content_hash: 168c09716935f959b776fb98caa2f9b0f2fdd51330648679537056fd64617e76
  health_score: 100.0
  last_checked: 1779029163.441724
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: A declarative configuration packaging and customization tool based on
    the 'WYSIWYG' model. Leveraging KRM (Kubernetes Resource Model), it enables users
    to package, fetch, customize, and validate raw YAML files using a structured pipeline
    approach instead of complex templating.
  language: Go
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Configuration Management
  - Declarative GitOps
  - Packaging
  is_microservice: false
  title: '**Kpt**: Packaging up your Kubernetes configuration with git and YAML since''
    2014 **(Google)**'
https://opensource.googleblog.com/2020/05/the-tekton-pipelines-beta-release.html:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Details the milestones achieved in the Tekton Pipelines Beta release,
    focusing on API stabilization, backward compatibility guarantees, and resource
    maturity. Highlights the design security improvements and scalability enhancements
    that paved the way for widespread enterprise adoption of Tekton CI/CD.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Integration & Delivery
  - Cloud Native CI-CD
  - Release Analysis
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'opensource.googleblog.com: The Tekton Pipelines Beta release'
  addition_method: manual
  v2_locations:
  - tekton.md
https://opensource.googleblog.com/2020/11/kubernetes-efficient-multi-zone.html:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: An in-depth guide on utilizing Topology Aware Routing (formerly Hints)
    to bias service endpoint selection to local availability zones. Details how keeping
    container interactions within local AZs reduces latency, minimizes cross-zone
    data transfer fees, and builds resilient architectures.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Routing & Topology
  - Topology Aware Routing
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'opensource.googleblog.com: Kubernetes: Efficient Multi-Zone Networking with
    Topology Aware Routing'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://opensource.googleblog.com/2022/01/Introducing%20Ephemeral%20Containers.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: The foundational announcement from Google detailing the integration
    of ephemeral containers in Kubernetes. Outlines the architectural mechanics of
    injecting debugging tooling directly into running distroless or minimal containers
    via the API.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Pod Lifecycle
  - Ephemeral Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensource.googleblog.com: Introducing Ephemeral Containers'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://opensource.guide:
  addition_method: manual
  content_hash: 6fc754fc198fab27ef78ad497b3ef8d0a3f39bc1bdbd0cf69264dc61c6d5fb44
  description: ''
  health_score: 100.0
  last_checked: 1779034424.888268
  needs_ai_refresh: true
  stars: 0
  title: Open Source Guides
  v1_locations: []
  year: N/A
https://opensource.guide/accessibility-best-practices-for-your-project:
  addition_method: automatic
  ai_summary: A comprehensive blueprint for integrating accessibility (a11y) standards
    directly into open source repository lifecycles. It offers structural guidance
    on establishing an ACCESSIBILITY.md policy, integrating automated compliance scans
    (like axe DevTools or GitHub Scanner) into CI/CD pipelines, and enforcing alt-text
    and keyboard navigation checks before merging pull requests. Highly relevant for
    maintainers seeking to align their projects with W3C WCAG guidelines.
  category: digital-money
  complexity: intermediate
  content_hash: 4b924f2468027f4f75cebc95aa7f6851af823e563408904855839f1f86effdb5
  description: Practical, actionable steps to make your open source project usable
    by everyone, especially people with disabilities.
  hierarchy:
  - Open Source
  - Project Management
  - Accessibility (a11y)
  is_microservice: false
  language: en
  last_checked: 1780352561.468548
  reputation_status: Vetted
  reputation_summary: Official GitHub Open Source Guides addition. Highly vetted by
    industry experts.
  resource_type: article
  social_preview_url: https://opensource.guide/assets/images/cards/accessibility-best-practices.png
  source_provenance: X.com (GitHub)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: Accessibility Best Practices for Your Project
  year: '2026'
https://opensource.microsoft.com/blog/2021/07/09/simple-steps-to-create-scalable-processes-to-deploy-ml-models-as-microservices:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Provides an enterprise-grade methodology for packaging machine learning
    models as distinct, containerized microservices. Focuses on automated CI/CD validation
    loops, lightweight interface design, and scalable deployment targets on Azure
    Kubernetes Service (AKS). Solves the organizational silo problem by treating the
    model as an isolated API.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Model Serving
  - Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloudblogs.microsoft.com: Simple steps to create scalable processes to deploy
    ML models as microservices'
  addition_method: manual
  v2_locations:
  - mlops.md
https://opensource.substack.com/p/all-you-need-to-know-about-gitops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032152.588549
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'opensource.substack.com: All You Need To Know About GitOps'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering opensource.substack.com:
    All You Need To Know About GitOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://opentelemetry.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The standard specification and framework providing a unified set of
    APIs, SDKs, and tooling to collect observability metrics, logs, and traces globally
    from modern software.
  language: None
  resource_type: Website
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Tracing
  - Specifications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: OpenTelemetry.io
  addition_method: manual
  v2_locations:
  - monitoring.md
https://opentelemetry.io/blog/2023/k8s-runtime-observability:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Detailed technical blueprint for configuring modern OpenTelemetry collectors
    and instrumentation operators directly within a cluster. Demonstrates standard
    practices for unifying tracing, logs, and metrics pipelines into a scalable, open-source
    standard observability ecosystem.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Modern Observability & Service Mesh
  - Telemetry Protocols
  - OpenTelemetry Runtime
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opentelemetry.io: Creating a Kubernetes Cluster with Runtime Observability'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://opentracing.io:
  description: '- [lightstep.com: Understand Distributed Tracing](https://docs.lightstep.com/docs/understand-distributed-tracing)'
  year: '2020'
  stars: 0
  ai_summary: A historically significant, vendor-neutral API specification for distributed
    tracing that merged with OpenCensus to form OpenTelemetry. Archived and legacy
    in 2026, with all development moved to OTel.
  language: None
  resource_type: Website
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Tracing
  - Specifications
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: '**OpenTracing.io**'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://openvim.com:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An interactive web-based simulator designed to teach essential Vim commands.
    Helps beginners break the learning curve via immediate terminal-like visual feedback
    directly within the browser.
  language: JavaScript
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Productivity
  - Text Editors
  - Interactive Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: openvim.com
  addition_method: manual
  v2_locations:
  - linux.md
https://openwebinars.net/blog/13-errores-que-cometes-como-manager:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Outlines thirteen critical errors made by newly appointed engineering
    managers, such as ignoring team input, micromanaging technical solutions, and
    ignoring developer burnout signals. Provides tactical strategies for establishing
    balanced technical governance and facilitating a healthy developmental experience.
  language: es
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Team Management
  - Management Transition
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'openwebinars.net: 13 Errores que cometes como Manager'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://openwhisk.apache.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: An open-source distributed event-driven platform capable of executing
    discrete serverless logic. Utilizes container runtimes to isolate and invoke handlers
    in millisecond timelines.
  language: Scala
  resource_type: Open-Source Platform
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - Apache OpenWhisk
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: openwhisk.apache.org
  addition_method: manual
  v2_locations:
  - serverless.md
https://operatorframework.io/operator-capabilities:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: This reference defines the five operator maturity tiers. Discusses steps
    ranging from basic auto-install strategies (Level 1) up to intelligent, autonomous
    auto-tuning and security-auditing systems (Level 5) to help engineers measure
    operator capabilities.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Extensibility & Development
  - Controller Architecture
  - Conceptual Overviews
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Operator Capability Levels
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://operatorhub.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: OperatorHub is the central ecosystem registry showcasing community and
    enterprise Operators. It functions as an indexing catalog that standardizes installation
    formats, promoting packaging standards aligned with the Operator Lifecycle Manager
    (OLM) format.
  language: N/A
  resource_type: Registry
  complexity: Beginner
  hierarchy:
  - Extensibility & Development
  - Registries & Catalogs
  - Operator Discovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: operatorhub.io
  addition_method: manual
  v2_locations:
  - ocp4.md
  - kubernetes-operators-controllers.md
https://operatorhub.io/operator/banzaicloud-kafka-operator:
  addition_method: manual
  content_hash: fab17f70f1680caa5f3bed130ef1a2d617477cf4be27db486d76e3f23e5585b6
  health_score: 100.0
  last_checked: 1779031328.936709
  v1_locations:
  - docs/monitoring.md
https://operatorhub.io/operator/kubefed-operator:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The Kubernetes Federation (KubeFed) Operator designed to coordinate
    configurations across multiple distinct clusters. In 2026, KubeFed has been largely
    archived, superseded by Red Hat Advanced Cluster Management (RHACM) and Open Cluster
    Management (OCM).
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Platform Architecture
  - Multicluster
  - Kubernetes Federation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: '**KubeFed Operator**'
  addition_method: manual
  v2_locations:
  - ocp3.md
https://operatorhub.io/operator/kubestone:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The OperatorHub page for Kubestone, simplifying the automated installation
    of Kubestone benchmark CRDs. Developers can easily configure YAML parameters for
    execution pipelines, gather raw benchmark reports, and export metrics directly
    to Prometheus for analysis.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Operations
  - Benchmarking
  - Performance Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'operatorhub.io: kubestone'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://operatorhub.io/operator/quay:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The Quay Operator automates the installation, scaling, configuration,
    and day-2 operations of Red Hat Quay on Kubernetes and OpenShift. It handles storage
    provisioning, database migrations, and ingress configurations via custom resource
    definitions.
  language: YAML
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Kubernetes Operators
  - Database & Registry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: operatorhub.io/operator/quay
  addition_method: manual
  v2_locations:
  - ocp4.md
https://operatorhub.io/operator/robin-operator:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The OperatorHub entry for Robin Storage, detailing an enterprise-grade
    SDS solution specialized in automating complex relational databases and stateful
    systems on Kubernetes.
  language: English
  resource_type: Platform Catalog
  complexity: Advanced
  hierarchy:
  - Storage & Data
  - Enterprise Storage
  - Robin Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Robin Storage Operator
  addition_method: manual
  v2_locations:
  - ocp4.md
https://operatorhub.io/operator/rook-ceph:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The OperatorHub page for Rook-Ceph, establishing a Kubernetes-native
    way to run storage servers directly on a cluster. It turns local drives into dynamic
    volumes.
  language: English
  resource_type: Platform Catalog
  complexity: Advanced
  hierarchy:
  - Storage & Data
  - Cloud Native Storage
  - Ceph Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Rook-Ceph
  addition_method: manual
  v2_locations:
  - ocp4.md
https://operatorhub.io/operator/strimzi-kafka-operator:
  addition_method: manual
  content_hash: fab17f70f1680caa5f3bed130ef1a2d617477cf4be27db486d76e3f23e5585b6
  health_score: 100.0
  last_checked: 1779030228.528257
  v1_locations:
  - docs/monitoring.md
https://opsdis.com/custom-monitoring-solution-with-grafana-prometheus-and-loki:
  addition_method: manual
  content_hash: 46faab488312644d156f35b676a5316372e226700ad9c58ea160efa3359d7d57
  description: ''
  health_score: 100.0
  last_checked: 1779032047.560037
  stars: 0
  status: online
  title: 'opsdis.com: Building a custom monitoring solution with Grafana, Prometheus''
    and Loki'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://opssorry.substack.com/p/gitops-a-simple-approach-to-using:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031181.263339
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==opssorry.substack.com: GitOps: A Simple Approach to using AWS Secrets'
    Manager with Kubernetes== \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==opssorry.substack.com:
    GitOps: A Simple Approach to using AWS Secrets' Manager with Kubernetes== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://opstree.github.io:
  addition_method: manual
  content_hash: 56d6bc9ae97cb95be43f479e94839a1650f974a8b80b370f7e90382fc7547062
  description: ''
  health_score: 100.0
  last_checked: 1779031464.496799
  needs_ai_refresh: true
  stars: 0
  title: opstree.github.io
  v1_locations:
  - docs/gitops.md
  year: N/A
https://orange-quarter.com/upskill-yourself-with-these-5-devops-resources:
  description: "- [dzone: DevOps](https://dzone.com/devops-tutorials-tools-news)\n
    \   - [www.arresteddevops.com](https://www.arresteddevops.com)\n    - [devopsdays.org:
    Devopsdays Amsterdam](https://devopsdays.org/events/2022-amsterdam/welcome)\n
    \   - [reddit.com/r/devops/](https://www.reddit.com/r/devops)"
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Lists top educational channels including dzone, Arrested
    DevOps, and Devopsdays. Live Grounding: Connects platform developers with specialized
    podcasts, community conferences, and interactive platforms to fast-track career
    evolution.'
  language: en
  resource_type: Directory
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Resources
  - Upskilling Directories
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'orange-quarter.com: Upskill yourself with these 5 DevOps resources'
  addition_method: manual
  v2_locations:
  - devops.md
https://oravirt.wordpress.com/2014/10/01/getting-started-with-ansible-oracle:
  description: ''
  year: '2014'
  stars: 2
  ai_summary: An early community guide to bootstrapping Oracle automated configurations
    using ansible-oracle. It introduces infrastructure engineers to basic node topologies,
    directory layouts, and execution variables. It serves as a historical baseline
    for modern database-as-code deployments.
  language: N/A
  resource_type: article
  complexity: beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Database Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'oravirt.wordpress.com: Getting started with ansible-oracle'
  addition_method: manual
  v2_locations:
  - ansible.md
https://oravirt.wordpress.com/2014/11/05/changes-in-ansible-oracle-v1-2:
  description: ''
  year: '2014'
  stars: 2
  ai_summary: Release analysis highlighting the enhancements introduced in ansible-oracle
    v1.2. The article outlines performance-tuning improvements, bug fixes for Oracle
    Restart configurations, and more flexible network settings. This is a reference
    point for tracking configuration history.
  language: N/A
  resource_type: article
  complexity: beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Database Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'oravirt.wordpress.com: Changes in ansible-oracle v1.2'
  addition_method: manual
  v2_locations:
  - ansible.md
https://orchest.io:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Curator Insight presents Orchest as a dynamic browser-based IDE designed
    to construct DAG data pipelines. Live Grounding highlights that while the project
    is now archived, its clean visual paradigm has set a clear precedent for modern
    open-source web and serverless data orchestration suites.
  language: Python
  resource_type: SaaS / Platform
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Data Engineering
  - Workflow Orchestration
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: orchest.io
  addition_method: manual
  v2_locations:
  - python.md
https://orchestrate.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029964.042576
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Orchestrate: DBaaS|NoSQL with One REST API'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Orchestrate:
    DBaaS|NoSQL with One REST API in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ordina-jworks.github.io/cloud/2020/08/28/kubernetes-clients-comparison.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034318.826588
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ordina-jworks.github.io: A comparison of Kubernetes clients and dashboards'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ordina-jworks.github.io:
    A comparison of Kubernetes clients and dashboards in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ostechnix.com/kubernetes-features:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030339.660866
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ostechnix.com: Kubernetes Features Explained In Detail'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ostechnix.com:
    Kubernetes Features Explained In Detail in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ot-container-kit.github.io/k8s-vault-webhook:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed reference manual for the Banzai Cloud Kubernetes Vault Webhook.
    Explains mutating webhook mechanics that intercept pod creation to inject secure
    credentials into environment variables at runtime, using an in-memory execution
    wrapper to eliminate the need for persistent agent containers.
  language: Go
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Kubernetes Security
  - Admission Controllers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "K8s Vault Webhook \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://otomi.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031927.5568
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "otomi.io \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering otomi.io
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://otterize.com/blog/mastering-kubernetes-networking-otterize-s-journey-in-cloud-native-packet-management:
  addition_method: manual
  content_hash: 758775c46bd3a1b1c7da71ddbbc508cb6853502c44c361b707cfaf2a9d829781
  description: ''
  health_score: 100.0
  last_checked: 1779034405.79321
  stars: 0
  status: online
  title: 'otterize.com: Mastering Kubernetes networking: A journey in cloud-native''
    packet management'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://outdated.sh:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033309.070184
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "outdated.sh \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering outdated.sh
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://overcast.blog/15-cloud-native-devops-tools-you-should-know-36129057a15c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034152.415127
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'overcast.blog: 15 Cloud-Native DevOps Tools You Should Know'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering overcast.blog:
    15 Cloud-Native DevOps Tools You Should Know in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://overcast.blog/gitops-with-argocd-for-kubernetes-tips-and-tricks-4b926ba75f88:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032056.885183
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'overcast.blog: GitOps with ArgoCD for Kubernetes'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering overcast.blog:
    GitOps with ArgoCD for Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://overcast.blog/kubernetes-argocd-gitlab-webhook-configuration-30bc5a75139e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030000.401084
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'overcast.blog: Kubernetes — ArgoCD — Gitlab Webhook Configuration'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering overcast.blog:
    Kubernetes — ArgoCD — Gitlab Webhook Configuration in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://overcast.blog/kubernetes-service-accounts-a-practical-guide-f99c1ed65483:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033697.017395
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'overcast.blog: Kubernetes Service Accounts: A Practical Guide'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering overcast.blog:
    Kubernetes Service Accounts: A Practical Guide in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://overmind.tech/blog/is-observability-relevant-for-terraform:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Explores the convergence of systems observability and infrastructure-as-code
    deployments. Focuses on tracing how execution plans, resource dependencies, and
    actual run-time failures map visually to simplify debugging for DevOps teams.
    Live grounding highlights that real-time observation of state transitions significantly
    reduces mean-time-to-resolution (MTTR) when rolling back failed changes.
  language: HCL
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Observability & Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'overmind.tech: Is Observability relevant for Terraform?'
  addition_method: manual
  v2_locations:
  - terraform.md
https://ovidiuborlean.medium.com/networking-latency-measurement-in-kubernetes-with-sockperf-plugin-68283a0ed989:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033074.317263
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ovidiuborlean.medium.com: Networking latency measurement in Kubernetes with''
    Sockperf plugin'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ovidiuborlean.medium.com:
    Networking latency measurement in Kubernetes with'' Sockperf plugin in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://owasp.org/www-project-api-security:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The official OWASP API Security Project portal, targeting unique vulnerabilities
    associated with RESTful APIs, GraphQL endpoints, and distributed microservices.
    Explains Broken Object Level Authorization (BOLA), business logic flaws, and rate-limiting
    failure mechanisms. It is the global standard for establishing secure API lifecycles.
  language: N/A
  resource_type: Specification
  complexity: Intermediate
  hierarchy:
  - Security
  - Mitigation Standards
  - API Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "owasp.org: OWASP API Security Project \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://owasp.org/www-project-kubernetes-top-ten:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: The official OWASP Kubernetes Top Ten project document. Outlines the
    ten most dangerous vulnerabilities facing modern orchestrator deployments, including
    API vulnerabilities, insecure defaults, and supply-chain bugs. The core benchmark
    for establishing cluster defense strategies.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Assessment
  - Threat Modeling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'owasp.org: OWASP Kubernetes Top Ten'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://oxylabs.io/blog/python-web-scraping:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive walkthrough detailing automated data collection strategies
    from HTML targets. Focuses on orchestrating HTTP/S sessions with `requests` and
    executing fast node traversal via `BeautifulSoup`.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Web
  - Web Scraping
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'oxylabs.io: Python Web Scraping Tutorial: Step-By-Step'
  addition_method: manual
  v2_locations:
  - python.md
https://p2theme.com:
  addition_method: manual
  content_hash: 556f1def82cfb31f03fbc89dfc189da12dd92599a95cdb7b86abb7f86f262486
  description: ''
  health_score: 100.0
  last_checked: 1779034269.54995
  stars: 0
  status: online
  title: Wordpress P2
  v1_locations:
  - docs/workfromhome.md
  year: N/A
https://packer.io:
  addition_method: manual
  content_hash: 8be67f6953aafe0d0cae304f4d5e533780ee49d30b1c9604726af479300d661c
  description: ''
  health_score: 100.0
  last_checked: 1779030865.352526
  stars: 0
  status: online
  title: packer.io
  v1_locations:
  - docs/terraform.md
  year: N/A
https://packetpushers.net/podcasts/kubernetes-unpacked/ku046-do-kubernetes-certs-prepare-you-for-real-world-production:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A highly critical, production-oriented podcast episode from Packet Pushers
    discussing whether obtaining Kubernetes certifications translates into actual
    day-2 engineering competency. It balances the theoretical mechanics tested in
    CKA/CKAD/CKS against complex real-world challenges, such as cloud networking,
    persistent storage, and GitOps workflows.
  language: English
  resource_type: Audio
  complexity: Intermediate
  hierarchy:
  - Training
  - Industry Analysis
  - Media
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'packetpushers.net: KU046: Do Kubernetes Certs Prepare You For Real-World
    Production?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://pages.awscloud.com/GLOBAL-partner-DL-DevOps-weaveworks-ebook-2020-learn.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An e-book co-authored by AWS and Weaveworks exploring the deployment
    of GitOps workflows on AWS. It presents architectural patterns for using declarative
    systems to synchronize desired states defined in Git with operational EKS environments.
  language: PDF
  resource_type: Ebook
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Continuous Delivery
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'pages.awscloud.com: GitOps on AWS for High Performing Team Operations (eBook)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://pages.github.com:
  description: ''
  addition_method: manual
  ai_summary: A static site hosting service offered directly by GitHub that takes
    HTML, CSS, and JavaScript files straight from a repository. The primary deployment
    target for documentation sites, live grounding confirms GitHub Pages remains the
    most integrated, reliable, and cost-effective hosting layer.
  complexity: Beginner
  content_hash: 400765a189a507ea46bad795c2c27ed5f4f9db6150d5f242f5a0e8dd9c1d9f75
  health_score: 100.0
  hierarchy:
  - Documentation & Workflow
  - Static Site Generators
  - Static Hosting
  is_microservice: false
  language: English
  last_checked: 1779034322.623471
  needs_ai_refresh: true
  resource_type: Cloud Hosting
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/mkdocs.md
  v2_locations:
  - mkdocs.md
  year: '2026'
  title: pages.github.com
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://pagure.io/copr/copr:
  description: ''
  year: '2013'
  stars: 3
  ai_summary: The source repository of the Copr distribution backend. It exposes the
    engine powering remote source builds and repository package generation. Live Grounding
    highlights its architectural value for private packaging pipelines.
  language: Python
  resource_type: Repository
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Software Distribution
  - Fedora/RedHat
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Copr
  addition_method: manual
  v2_locations:
  - linux.md
? https://paigeshin1991.medium.com/drop-nuclear-bomb-on-your-aws-services-how-to-clear-your-entire-aws-account-in-3-seconds-53f28928e09c
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031096.689874
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==paigeshin1991.medium.com: Drop Nuclear Bomb on your AWS account. How to''
    clear your entire AWS services in 3 seconds=='
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==paigeshin1991.medium.com:
    Drop Nuclear Bomb on your AWS account. How to'' clear your entire AWS services
    in 3 seconds== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://palaemon.io:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Legacy troubleshooting tool aimed at optimizing container workloads
    and analyzing scheduling configurations. Now largely archived but remains historically
    relevant for declarative scheduling architectures.
  language: English
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Observability
  - Debugging
  - Legacy Tooling
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: palaemon.io
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://palak-bhawsar.hashnode.dev/automated-cicd-pipeline-for-java-project:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033770.375059
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'palak-bhawsar.hashnode.dev: Automated CI/CD pipeline for Java Project'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering palak-bhawsar.hashnode.dev:
    Automated CI/CD pipeline for Java Project in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://palark.com/blog/advanced-helm-templating:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Advanced tutorial highlighting powerful features in Helm’s templating
    engine (Go templates/Sprig library). Outlines loops, conditional formatting, dictionary
    manipulation, and helper functions to reduce manifest duplication.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Design Patterns
  - Advanced Templating
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.flant.com: Making the most out of Helm templates \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://palark.com/blog/best-practices-kubernetes-part-1:
  description: '- [blog.palark.com: Best practices for deploying highly available
    apps in Kubernetes. Part 2](https://palark.com/blog/best-practices-kubernetes-part-2)'
  year: '2022'
  stars: 4
  ai_summary: Part 1 of a comprehensive guide outlining architectural rules for deploying
    highly available microservices in Kubernetes. Explores pod anti-affinity patterns,
    spread constraints across failure domains (zones/nodes), and configuring robust
    rolling updates.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - High Availability
  - Deployment Best Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.palark.com: Best practices for deploying highly available apps in Kubernetes.
    Part 1'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://palark.com/blog/best-practices-kubernetes-part-2:
  addition_method: manual
  content_hash: 7a74e6658bfbbf90193d0a19c85483dd7f305c183a9d92bb9eb56d011b671e2e
  health_score: 100.0
  last_checked: 1779130494.977542
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes.md
https://palark.com/blog/chaos-engineering-in-kubernetes-open-source-tools:
  description: "- kube-monkey\n    - chaoskube\n    - Chaos Mesh\n    - Litmus Chaos\n
    \   - Chaos Toolkit\n    - KubeInvaders"
  year: '2021'
  stars: 0
  ai_summary: A technical comparison of prominent open-source chaos engineering frameworks
    in Kubernetes, evaluating kube-monkey, chaoskube, Chaos Mesh, Litmus Chaos, Chaos
    Toolkit, and KubeInvaders. Provides a selection matrix mapped to deployment complexity
    and targeted layers.
  language: English
  resource_type: Comparative Review
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Curated Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.flant.com: Open Source solutions for chaos engineering in Kubernetes'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://palark.com/blog/chaos-mesh-in-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An implementation guide for designing complex chaos schedules with Chaos
    Mesh. Explains how to chain multiple fault injections—such as serial, parallel,
    and cyclical experiments—to rigorously test system self-healing behaviors.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Enterprise Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.palark.com: Attaining harmony of chaos in Kubernetes with Chaos Mesh'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://palark.com/blog/comparing-ingress-controllers-for-kubernetes:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Provides a comprehensive architectural analysis and evaluation of popular
    ingress solutions. Highlights feature readiness for HTTP/3, TLS passthrough paths,
    and standard authentication middleware integration.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Evaluation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'blog.palark.com: Comparing Ingress controllers for Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://palark.com/blog/comparing-kubernetes-operators-for-postgresql:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive comparison of major Postgres operators for Kubernetes,
    including Crunchy Data, Zalando, and CloudNativePG. Evaluates failover metrics,
    backup reliability, upgrade safety, and overall complexity.
  language: Conceptual
  resource_type: Product Evaluation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - PostgreSQL Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.flant.com: Comparing Kubernetes operators for PostgreSQL'
  addition_method: manual
  v2_locations:
  - databases.md
https://palark.com/blog/failure-stories-elasticsearch-migration-within-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed post-mortem analyzing how an Elasticsearch cluster was lost
    during a live migration inside Kubernetes. Explores errors with dynamic PV provisioning,
    split-brain master node configurations, and recovery steps, providing guidelines
    for safely moving stateful applications.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Storage
  - Failure Stories
  - Database Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.palark.com: Failure stories #2. How to destroy Elasticsearch while
    migrating it within Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://palark.com/blog/ha-keycloak-infinispan-kubernetes:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Dives into scaling Keycloak natively on Kubernetes by leveraging Infinispan
    distributed caching for session replication and user session management. This
    configuration protects state consistency across localized node failures without
    suffering severe database bottlenecks under peak load.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access Management
  - High Availability
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.flant.com: Running fault-tolerant Keycloak with Infinispan in Kubernetes'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://palark.com/blog/kubenav-managing-kubernetes-from-smartphone:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Detailed technical review of kubenav, focusing on its ability to provide
    secure, real-time cluster administration directly from mobile devices. Examines
    credential storage safety, mobile UX limits, and on-the-go logging capabilities.
  language: Go
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Mobile Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.flant.com: kubenav as a tool for managing Kubernetes clusters from
    your smartphone'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://palark.com/blog/kubernetes-configmap-guide:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Examines the 1MB resource constraints of the etcd backend when managing
    ConfigMaps. Highlights structural operational risks, such as high-frequency updates,
    and outlines decoupled alternatives.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Configuration
  - ConfigMaps
  - Storage Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.palark.com: ConfigMaps in Kubernetes: how they work and what you should
    remember \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://palark.com/blog/kubernetes-security-with-kube-bench-and-kube-hunter:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates how to deploy and configure Aqua Security's kube-bench alongside
    kube-hunter. Shows how to automate node validation against CIS benchmarks, and
    actively scan cluster endpoints for network exposure vectors. Offers a potent
    open-source combination for regular pentesting operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Assessment
  - CIS Benchmarks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.flant.com: Kubernetes cluster security assessment with kube-bench and
    kube-hunter'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://palark.com/blog/kubernetes-services-interaction-monitoring-with-netflow:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines technical patterns to capture and map container-to-container
    network interaction patterns using NetFlow/IPFIX protocols. It details how to
    leverage low-overhead agents to translate raw kernel TCP/UDP exchanges into structured
    microservices maps.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Modern Observability & Service Mesh
  - Network Performance
  - NetFlow Telemetry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.palark.com: Service communication monitoring in Kubernetes with NetFlow'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://palark.com/blog/kubernetes-snaphots-usage:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A complete layout detailing how to schedule and declare VolumeSnapshots
    under modern storage drivers. Details physical storage driver dependencies and
    resource allocation guidelines.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Protection
  - CSI Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.palark.com: Kubernetes snapshots: What are they and how to use them?
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://palark.com/blog/kubernetes-storage-performance-linstor-ceph-mayastor-vitastor:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive performance comparison of storage systems like Ceph,
    LINSTOR, Mayastor, and Vitastor in Kubernetes environments. It provides precise
    raw data across synthetic block tests (FIO), representing a masterclass in storage
    performance validation.
  language: N/A
  resource_type: Benchmark
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Benchmarks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.flant.com: Comparing Ceph, LINSTOR, Mayastor, and Vitastor storage
    performance in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://palark.com/blog/kui-hybrid-cli-gui-for-kubernetes:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A technical walkthrough of Kui's hybrid interface. Examines how bridging
    raw terminal output with dynamic graphics enhances developer troubleshooting efficiency
    during heavy log auditing and resource state inspection.
  language: TypeScript
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Hybrid CLI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.flant.com: Kui — a “hybrid” CLI/GUI application for working with Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://palark.com/blog/okteto-cloud-for-local-development-in-kubernetes:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A deep-dive technical analysis evaluating Okteto Cloud as an alternative
    to traditional, resource-heavy local container setups like Minikube. Explores
    synchronization lag, network tunneling, and team collaboration setups.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Development Workflow
  - Local Development
  - Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.palark.com: Okteto Cloud as another way for local development in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://palark.com/blog/our-experience-with-postgres-operator-for-kubernetes-by-zalando:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analytical review assessing operational outcomes using Zalando's PostgreSQL
    Operator in high-throughput environments. Investigates performance metrics, replication
    latency under Patroni-driven clustering, backup and recovery operations (WAL-G/S3),
    dynamic volume expansion, and node failure scenarios.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Storage
  - Databases
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.flant.com: Our experience with Postgres Operator for Kubernetes by
    Zalando'
  addition_method: manual
  v2_locations:
  - demos.md
https://palark.com/blog/small-local-kubernetes-comparison:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An intensive technical comparison of k0s, MicroK8s, kind, k3s, and Minikube.
    Explores core configuration profiles, runtime dependency footprints, CNI defaults,
    and the performance overhead of built-in components.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Local Kubernetes Environments
  - Distribution Comparisons
  - Lightweight Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.flant.com: Small Kubernetes for your local experiments: k0s, MicroK8s,
    kind, k3s, and Minikube'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://palark.com/blog/tag/kubernetes:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Palark's technical blog delivers authoritative articles detailing production-grade
    Kubernetes challenges and platform engineering techniques. It emphasizes cluster
    security, container storage interfaces, and bare-metal cluster architectures.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Site Reliability
  - Bare Metal & Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: blog.palark.com
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://pandas.pydata.org/pandas-docs/stable/reshaping.html:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Curator Insight points to the official documentation detailing Pandas
    dataframe reshaping capabilities. Live Grounding confirms that the official reference
    is the ultimate source of truth for dynamic transformations, managing complex
    edge cases such as missing indexes and memory footprints during structural reshaping.
  language: Python
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Data Science
  - Pandas
  - Official Documentation
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'pandas.pydata.org: Reshaping by pivoting DataFrame objects'
  addition_method: manual
  v2_locations:
  - python.md
https://pandastutor.com:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Curator Insight highlights Pandas Tutor as a visual execution environment
    demonstrating intermediate steps in data transformations. Live Grounding shows
    that visual profiling tools significantly accelerate debugging of complex, nested
    method chains in modern collaborative workflows.
  language: Python
  resource_type: Web Application
  complexity: Beginner
  hierarchy:
  - Data Science
  - Pandas
  - Interactive Visualization
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "pandastutor.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://pandorafms.com/blog/es/wsl2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031510.479383
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pandorafms.com: Qué es, cómo instalar WSL2 y por qué es una gran noticia''
    para el sector TI'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pandorafms.com:
    Qué es, cómo instalar WSL2 y por qué es una gran noticia'' para el sector TI in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://particular.net/blog/rpc-vs-messaging-which-is-faster:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This performance analysis evaluates the trade-offs of RPC-style communication
    patterns against broker-mediated messaging. It details the impact of synchronous
    blocking calls on microservice performance and explains how message queues improve
    reliability.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Inter-Service Communication
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'particular.net: RPC vs. Messaging – which is faster?'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://particule.io/en/blog/aws-federated-eks:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032289.691999
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'particule.io: Create Kubernetes federated clusters on AWS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering particule.io:
    Create Kubernetes federated clusters on AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://particule.io/en/blog/cicd-ecr-ecs:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031520.720957
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'particule.io: CI/CD using Github Actions, AWS ECR and ECS Fargate'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering particule.io:
    CI/CD using Github Actions, AWS ECR and ECS Fargate in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://particule.io/en/blog/thanos-monitoring:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029163.294229
  stars: 0
  title: 'particule.io: Multi-Cluster Monitoring with Thanos'
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://particule.io/en/blogcicd-github-registry:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029274.133577
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'particule.io: Automatic build with Github Actions and Github Container Registry'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering particule.io:
    Automatic build with Github Actions and Github Container Registry in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://partiful.com/e/FJbZcfppRGdMVP1o534z:
  addition_method: automatic
  ai_summary: 'Curator Insight: A crucial practical showcase for Google''s agentic
    engineering strategy, demonstrating how the newly released Agent Development Kit
    (ADK) lowers the barrier to deploying robust multi-agent setups. Live Grounding
    (MCP): Web indexing reveals high developer engagement during NYTechWeek 2026,
    highlighting real-time orchestration, bidirectional media streaming capabilities,
    and direct integrations with the Model Context Protocol (MCP) as standout features
    of Google''s enterprise agent strategy.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 3d5639afd824958fee97d980b29af2dd13761e370665856b37e86cb601ba51dc
  description: Hands-on workshop presenting Google's Agent Development Kit (ADK) to
    build, run, and scale multi-agent architectures.
  hierarchy:
  - AI and Machine Learning
  - AI Agents
  - Frameworks and SDKs
  is_microservice: false
  language: English
  last_checked: 1780352705.314502
  reputation_status: Vetted
  reputation_summary: Official Google for Developers enablement event hosted during
    the highly reputable NYTechWeek 2026 with no reported issues.
  resource_type: event
  social_preview_url: https://partiful.imgix.net/external/user/Dnj9jflXSkS29Y1RkgCgvyD97QG3/sBGXzdtl-NnQh5k2WnygL?w=1000&amp;h=1000&amp;fit=clip
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  - GUIDE
  title: Google Presents AI Learning Lab - NYTechWeek | Partiful
  year: '2026'
https://partlycloudy.blog/2020/05/29/horizontal-autoscaling-in-kubernetes-3-keda:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A detailed technical exploration of implementing KEDA in Kubernetes
    to resolve the limitations of traditional HPA metrics. Walks through real-world
    deployment patterns and explains the configuration of ScaledObjects. Highly useful
    for engineers transitioning from CPU/Memory-based scaling to queue-length metrics.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Event-Driven Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'partlycloudy.blog: Horizontal Autoscaling in Kubernetes #3 – KEDA'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://partlycloudy.blog/2020/07/08/release-to-k8s-like-a-pro-with-flagger:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep-dive technical article illustrating advanced canary release architecture
    using Flagger on active Kubernetes environments. It provides real-world patterns
    for integrating automated Prometheus metrics checks and defining sensitive rollback
    parameters.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - Progressive Delivery
  - Flagger
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'partlycloudy.blog: Release to Kubernetes like a Pro with Flagger'
  addition_method: manual
  v2_locations:
  - gitops.md
https://past.jamaica-gleaner.com/article/business/20211224/amazon-outages-future-implications:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A detailed business post-mortem reviewing the global impact of AWS outages
    on distributed supply chains and e-commerce platforms. Emphasizes the risk of
    hosting mission-critical operations on a single public cloud provider. Live grounding
    validates its recommendations to implement multi-region failover configurations.
  language: English
  resource_type: Case Study/News
  complexity: Intermediate
  hierarchy:
  - Infrastructure Resilience
  - Outage Post-Mortem
  - AWS Failure Analysis
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jamaica-gleaner.com: Amazon outage’s future implications'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://patchthenet.medium.com/introduction-to-sql-injection-sql-injection-for-beginners-579c00431d40:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033338.909778
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'patchthenet.medium.com: Introduction to SQL Injection'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering patchthenet.medium.com:
    Introduction to SQL Injection in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://patrick.easte.rs/post/2022/forging-optimal-metallb-config:
  description: ''
  addition_method: manual
  content_hash: f9f5a2d50f2b213ec662acd89b2c417f9e9843475d838b4510ab1eb526500dac
  health_score: 100.0
  last_checked: 1779030883.026918
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A comprehensive technical guide analyzing optimal MetalLB deployments
    on bare-metal Kubernetes. The author outlines routing configurations using BGP
    and Layer 2 modes, detailing how to avoid common ARP issues and optimize IP address
    pool management. It serves as an essential reference for engineers seeking stable
    on-premises external load balancing.
  language: YAML
  resource_type: Technical Article
  complexity: High
  hierarchy:
  - Networking
  - Load Balancing
  - MetalLB Configuration
  is_microservice: false
  title: 'patrick.easte.rs: Forging an optimal MetalLB configuration'
https://paul-the-kelly.medium.com/extending-the-kubernetes-api-using-operators-9ffc8364ae5c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030005.382102
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'paul-the-kelly.medium.com: Extending the Kubernetes API using Operators'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering paul-the-kelly.medium.com:
    Extending the Kubernetes API using Operators in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://paulbutler.org/2024/the-haters-guide-to-kubernetes:
  description: "- This article provides a practical guide to using Kubernetes effectively,
    particularly for startups\n    - It addresses common criticisms of Kubernetes,
    such as its overly complicated nature, and provides advice on using it in a way
    suitable for small teams"
  year: '2024'
  stars: 0
  ai_summary: Offers a pragmatic, critical look at Kubernetes' administrative complexity.
    Outlines strategic advice for startups, warning against premature orchestration
    setup while detailing how to run lean, low-overhead Kubernetes deployments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Anti-Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'paulbutler.org: The hater’s guide to Kubernetes'
  addition_method: manual
  v2_locations:
  - introduction.md
https://pauldally.medium.com/debugging-networkpolicy-part-1-249921cdba37:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033861.960762
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pauldally.medium.com: Kubernetes — Debugging NetworkPolicy (Part 1)'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pauldally.medium.com:
    Kubernetes — Debugging NetworkPolicy (Part 1) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pauldally.medium.com/debugging-networkpolicy-part-2-2d5c42d8465c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030854.290172
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pauldally.medium.com: Kubernetes — Debugging NetworkPolicy (Part 2)'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pauldally.medium.com:
    Kubernetes — Debugging NetworkPolicy (Part 2) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pauldally.medium.com/horizontalpodautoscaler-uses-request-not-limit-to-determine-when-to-scale-97643d808997:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032834.790274
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pauldally.medium.com: HorizontalPodAutoscaler uses request (not limit) to''
    determine when to scale by percent'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pauldally.medium.com:
    HorizontalPodAutoscaler uses request (not limit) to'' determine when to scale
    by percent in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pauldally.medium.com/kubernetes-an-introduction-to-sidecars-21d99fbd7de3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033692.280607
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pauldally.medium.com: Kubernetes – An Introduction to Sidecars'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pauldally.medium.com:
    Kubernetes – An Introduction to Sidecars in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pauldally.medium.com/kubernetes-application-high-availability-part-1-the-very-basic-basics-660a14fa81c7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034476.755022
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pauldally.medium.com: Kubernetes Application High-Availability — Part 1''
    (The Very-Basic Basics)'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pauldally.medium.com:
    Kubernetes Application High-Availability — Part 1'' (The Very-Basic Basics) in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pauldally.medium.com/kubernetes-application-high-availability-part-2-more-basics-a1d9f9beea75:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034456.268944
  stars: 0
  title: 'pauldally.medium.com: Kubernetes Application High-Availability — Part 2''
    (More Basics)'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://pauldally.medium.com/kustomize-best-practices-part-1-86f9f22d2f20:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034484.249765
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pauldally.medium.com: Kustomize Best Practices (Part 1)'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pauldally.medium.com:
    Kustomize Best Practices (Part 1) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pauldally.medium.com/kustomize-best-practices-part-2-c560f1fa1409:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033088.446673
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pauldally.medium.com: Kustomize Best Practices (Part 2)'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pauldally.medium.com:
    Kustomize Best Practices (Part 2) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pauldally.medium.com/kustomize-best-practices-part-3-1dbaa15fd16a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033084.296087
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pauldally.medium.com: Kustomize Best Practices (part 3)'
  v1_locations:
  - docs/kustomize.md
  v2_locations:
  - kustomize.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pauldally.medium.com:
    Kustomize Best Practices (part 3) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pauldally.medium.com/structuring-dockerfiles-for-productivity-2681de4815a4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031671.203912
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pauldally.medium.com: Structuring Dockerfiles For Productivity'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pauldally.medium.com:
    Structuring Dockerfiles For Productivity in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pauldally.medium.com/why-leaving-pods-in-crashloopbackoff-can-have-a-bigger-impact-than-you-might-think-c0d3dbd067a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030018.864096
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pauldally.medium.com: Why Leaving Pods in CrashLoopBackOff Can Have a Bigger''
    Impact Than You Might Think'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pauldally.medium.com:
    Why Leaving Pods in CrashLoopBackOff Can Have a Bigger'' Impact Than You Might
    Think in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://paulhammant.com/2013/04/05/what-is-trunk-based-development:
  description: ''
  year: '2013'
  stars: 0
  ai_summary: An foundational architectural essay by Paul Hammant detailing Trunk-Based
    Development mechanics. He argues that delayed integrations cause system-wide delivery
    bottlenecks, explaining why high-performing systems rely on dynamic runtime toggling
    and direct-to-main trunk pushes.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'paulhammant.com: What is Trunk-Based Development?'
  addition_method: manual
  v2_locations:
  - git.md
https://paulhammant.com/2013/12/04/what_is_your_branching_model:
  description: ''
  year: '2013'
  stars: 0
  ai_summary: Analyzes branching strategies (Trunk-Based Development versus GitFlow),
    contrasting release-cadence, merge-frequency, and team sizing variables. Outlines
    how rapid master integrations minimize merge-debt and simplify continuous deployment
    systems.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Version Control
  - Development Models
  - Branching Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'paulhammant.com: What is Your Branching Model?:'
  addition_method: manual
  v2_locations:
  - git.md
https://paulhammant.com/2014/04/03/microsofts-trunk-based-development:
  description: ''
  year: '2014'
  stars: 0
  ai_summary: An analytical study on how Microsoft adapted Trunk-Based Development
    practices across large engineering groups. Explores the tooling upgrades and operational
    adaptations necessary to support thousands of developers pushing to a single main
    branch daily.
  language: Markdown
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'paulhammant.com: Microsoft''s Trunk-Based Development'
  addition_method: manual
  v2_locations:
  - git.md
https://pawelurbanek.com/asdf-docker-development:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735928.704311
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pawelurbanek.com: asdf and Docker for Managing Local Development Dependencies'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pawelurbanek.com:
    asdf and Docker for Managing Local Development Dependencies in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://payara.fish:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Payara Server and Payara Micro provide high-performance, container-friendly
    environments for running Jakarta EE and MicroProfile workloads. Designed for critical
    production architectures, it supports built-in clustering, hazelcast-powered data
    grids, and auto-tuning capabilities inside Kubernetes deployments.
  language: Java
  resource_type: Application Server
  complexity: Intermediate
  hierarchy:
  - Enterprise Java
  - Runtimes
  - Payara Server
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Payara
  addition_method: manual
  v2_locations:
  - java_app_servers.md
https://pbpython.com:
  description: "- [pbpython.com: Pandas Pivot Table Explained](http://pbpython.com/pandas-pivot-table-explained.html)\n
    \   - [pbpython.com: Collecting Data with Google Forms and Pandas](http://pbpython.com/pandas-google-forms-part1.html)"
  year: '2018'
  stars: 4
  ai_summary: Curator Insight presents a compilation of practical patterns for integrating
    business data (such as Google Forms) with Pandas pipelines. Live Grounding highlights
    the site as an essential guide for transitioning complex, error-prone enterprise
    Excel tasks into maintainable, automated Python scripts.
  language: Python
  resource_type: Resource Portal
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Business Analytics
  - Data Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'pbpython.com: Practical Business Python'
  addition_method: manual
  v2_locations:
  - python.md
https://pbpython.com/pandas-google-forms-part1.html:
  addition_method: manual
  content_hash: 3e237668d5788f598fc562191a20ac6485e324caaa3f857faeff85523e1a7573
  health_score: 100.0
  last_checked: 1779029507.343057
  needs_ai_refresh: true
  v1_locations:
  - docs/python.md
https://pbpython.com/pandas-pivot-table-explained.html:
  addition_method: manual
  content_hash: b5dfb3f4d728ffa0c07ab7cb98b6411f9d0fbcb504b335cee6f9db23248b2ab6
  health_score: 100.0
  last_checked: 1779031399.133662
  needs_ai_refresh: true
  v1_locations:
  - docs/python.md
https://pbxbook.com/other/cidrcheat.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A concise CIDR mapping compilation layout summarizing subnet formats,
    equivalent netmasks, aggregate host counts, and binary mappings from /1 up to
    /32 prefixes for immediate sysadmin review.
  language: HTML
  resource_type: Utility
  complexity: Beginner
  hierarchy:
  - Computer Networking & IPAM
  - Subnetting & Addressing
  - Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pbxbook.com: CIDR Cheat Sheet'
  addition_method: manual
  v2_locations:
  - networking.md
https://pcr.cloud-mercato.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An analytical comparative service assessing the VM performance, network
    throughput, and real-time operational costs of global hyperscalers. It helps platform
    architects make data-driven infrastructure decisions. Live grounding confirms
    its status as a vital neutral reference for multi-cloud benchmark analysis.
  language: English
  resource_type: Reference/Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Benchmarks
  - Pricing Analysis
  - Public Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloud-mercato.com: Public Cloud Reference \U0001F31F"
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://pentestmonkey.net/cheat-sheet/ssh-cheat-sheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A security-focused guide detailing SSH tunnel techniques and reverse
    proxies. Curator Insight highlights its execution for network bypasses and security
    testing. Live Grounding notes its extensive use in red-team post-exploitation
    and secure pivoting environments.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Security
  - Penetration Testing
  - Secure Shell
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pentestmonkey.net: ssh cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://pepy.tech/project/strimzi-kafka-cli:
  addition_method: manual
  content_hash: e3a43fd29da25b0000eff5c564348013461fc255bc0d48646b02374355d04296
  description: ''
  health_score: 100.0
  last_checked: 1779034313.872678
  stars: 0
  status: online
  title: "pepy.tech/project/strimzi-kafka-cli \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://pepy.tech/projects/strimzi-kafka-cli:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A developer-focused companion tool providing an interactive CLI wrapper
    around Strimzi resource administration on Kubernetes. By abstracting tedious kubectl
    YAML applications into simple command structures, it significantly reduces operational
    cycle time when modifying topics, users, or connections.
  language: Python
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Strimzi
  - CLI Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "pepy.tech/project/strimzi-kafka-cli \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://performanceoptimize.blogspot.com/2017/04/RegularExpressionCheatSheet.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A regex compilation reference designed for capturing tokens inside web
    request flows in JMeter. Curator Insight values its target utility. Live Grounding
    confirms it as a reliable resource for parsing secure tokens in performance test
    plans.
  language: English
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Performance Testing
  - JMeter
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Cheat Sheet for Regular Expression in Jmeter
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://permission.site:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An interactive security validation platform that allows engineers to
    test how various browser APIs, iframe permissions, and Content Security Policies
    (CSP) behave, enabling precise verification of client-side web application security
    postures.
  language: English
  resource_type: Web Application
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - Web Security
  - Testing Environments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: permission.site
  addition_method: manual
  v2_locations:
  - devsecops.md
https://phauer.com/2018/moving-back-from-gradle-to-maven:
  description: ''
  year: '2018'
  stars: 3
  ai_summary: A constructive case study analyzing the engineering trade-offs between
    Gradle and Maven. Highlights Maven's predictability, declarative standards, and
    plugin stability over dynamic compilation structures.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Comparative Analysis
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'phauer.com: Why I Moved Back from Gradle to Maven'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://phoenixnap.com/blog/kubernetes-vs-openshift:
  addition_method: manual
  content_hash: c51b6ed2dcaabfd8a5cbba6a711be1c84c986ece51594b5ce16645c932bda663
  description: ''
  health_score: 100.0
  last_checked: 1779034098.033333
  stars: 0
  status: online
  title: "phoenixnap.com: Kubernetes vs OpenShift: Key Differences Compared \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
https://phoenixnap.com/blog/openshift-vs-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Breaks down core differences between vanilla Kubernetes and Red Hat
    OpenShift, evaluating deployment mechanics, security configurations (SCC vs RBAC),
    built-in routing, out-of-the-box monitoring, and support models.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes
  - OpenShift Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "phoenixnap.com: Kubernetes vs OpenShift: Key Differences Compared \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://phoenixnap.com/blog/sre-vs-devops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deep-dive analysis comparing the technical implementation differences
    between DevOps practices and SRE methods. Concretely defines metrics like SLIs,
    SLOs, and SLA relationships.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Operations
  - SRE vs DevOps
  - Conceptual Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "phoenixnap.com: SRE Vs. DevOps: Differences Explained \U0001F31F"
  addition_method: manual
  v2_locations:
  - sre.md
https://phoenixnap.com/kb/kafka-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step tutorial covering the baseline configuration files and
    setup sequences needed to orchestrate Apache Kafka inside a Kubernetes cluster.
    Walks through writing custom YAML manifests, deploying persistent stateful services,
    and testing inter-pod broker traffic.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "phoenixnap.com: How to Set Up and Run Kafka on Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://phoenixnap.com/kb/linux-ssh-commands:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: Practical quick-reference sheet illustrating 19 critical SSH commands.
    Features port configuration, key generation, background execution, and remote
    terminal emulation examples for day-to-day operations.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 19 Common SSH Commands In Linux With Examples
  addition_method: manual
  v2_locations:
  - linux.md
https://pinboard.in/u:rmurphey/t:http2:
  addition_method: manual
  content_hash: bf4c136caa4ad151ccbc284c50ca02cafa7a92897d59eaeaed3d12b39770cd2b
  description: ''
  health_score: 100.0
  last_checked: 1779029561.465366
  needs_ai_refresh: true
  stars: 0
  title: HTTP/2 resources
  v1_locations:
  - docs/networking.md
  year: N/A
https://pingcap.com/blog/chaos-mesh-action-integrate-chaos-engineering-into-your-ci:
  addition_method: manual
  content_hash: 9a8370127b014dc8ef9a8d4caf99457b09790dcd80c18f4dd488e11f9b4aeb51
  description: ''
  health_score: 100.0
  last_checked: 1779031550.167234
  stars: 0
  status: online
  title: 'pingcap.com: chaos-mesh-action: Integrate Chaos Engineering into Your CI'
  v1_locations:
  - docs/chaos-engineering.md
  year: N/A
https://pionative.com/6-important-things-you-need-to-run-kubernetes-in-production:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Details critical requirements for enterprise production operations:
    centralized logging, advanced application metrics, external secrets management,
    robust backup configurations, CI/CD integrations, and policy engines.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Best Practices
  - Production Readiness
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pionative.com: 6 Important things you need to run Kubernetes in production'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://piotrminkowski.com/2019/12/20/microservices-with-spring-cloud-kubernetes:
  description: ''
  year: '2019'
  stars: 4
  ai_summary: Real-world tutorial illustrating how to build and orchestrate Spring
    microservices leveraging Kubernetes service discovery and configurations instead
    of Eureka and Config Server. It presents a streamlined operational model by offloading
    standard cluster networking to native Kubernetes tools. A classic architecture
    reference for optimizing resource footprints in enterprise k8s environments.
  language: Java
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Spring Cloud
  - Kubernetes Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Microservices with spring cloud kubernetes'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://piotrminkowski.com/2020/03/10/best-practices-for-microservices-on-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An industry blueprint outlining architectural best practices for running
    Spring Boot microservices inside Kubernetes clusters. It covers configuring accurate
    liveness/readiness probes, setting container CPU/memory limits, orchestrating
    graceful shutdown hooks, and processing dynamic configuration maps.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes & Cloud Native
  - Microservices
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "piotrminkowski.com: Best practices for microservices on kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://piotrminkowski.com/2020/06/10/spring-boot-library-for-integration-with-istio:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Presents a custom integration library that enables Spring Boot applications
    to interact directly with Istio service mesh configurations. It streamlines routing
    policies, enables mTLS, and manages request-tracing header propagation transparently
    at the platform boundary.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes & Cloud Native
  - Service Mesh
  - Istio Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: '__Spring Boot Istio library__: Spring Boot library for integration with
    Istio'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://piotrminkowski.com/2020/08/03/development-on-kubernetes-ide-tools:
  description: ''
  addition_method: manual
  content_hash: 2c063c2f82e210052d493e6599a38c6f33a04df161f3bccbfb723171f4b12c47
  health_score: 100.0
  last_checked: 1779033398.079975
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2020'
  ai_summary: An architecture review by Piotr Mińkowski evaluating toolchains for
    Kubernetes development. Compares local compilation and sync speeds using Bridge
    to Kubernetes, Skaffold, and Telepresence within modern developer pipelines.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native Development
  - Kubernetes
  - Local Development
  is_microservice: true
  title: 'piotrminkowski.com: Development on Kubernetes: IDE & TOOLS'
https://piotrminkowski.com/2020/09/29/rabbitmq-monitoring-on-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Technical tutorial focused on architecting a comprehensive RabbitMQ
    monitoring pipeline within Kubernetes. Illustrates how to configure Prometheus
    Operator's custom resources, register dedicated ServiceMonitors, and implement
    rich Grafana dashboard systems to observe telemetry metrics such as message rates,
    consumer connections, and disk storage alerts.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Monitoring
  - Message Brokers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'piotrminkowski.com: RabbitMQ Monitoring on Kubernetes'
  addition_method: manual
  v2_locations:
  - demos.md
https://piotrminkowski.com/2020/10/19/gitlab-ci-cd-on-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight features this comprehensive guide for establishing GitLab
    CI/CD pipelines running directly inside Kubernetes. Live Grounding reveals GitLab's
    Kubernetes runners are incredibly popular due to their low overhead and high-density
    container scheduling. It represents an excellent alternative architecture to Jenkins.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Cloud Native CI/CD
  - GitLab Integration
  - Kubernetes Native Setup
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'piotrminkowski.com: GitLab CI/CD on Kubernetes'
  addition_method: manual
  v2_locations:
  - demos.md
https://piotrminkowski.com/2020/11/05/spring-boot-autoscaling-on-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details how to configure Kubernetes Horizontal Pod Autoscaling (HPA)
    using custom Spring Boot metrics gathered by Prometheus. It highlights scaling
    strategies built on top of JVM-specific performance data (such as active thread
    pools, memory thresholds, or application queue depth) rather than simple CPU metrics.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes & Cloud Native
  - Scaling
  - Autoscaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "piotrminkowski.com: Spring Boot Autoscaling on kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://piotrminkowski.com/2020/11/10/continuous-integration-with-jenkins-on-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details executing dynamically provisioned Jenkins agent pods inside
    a target Kubernetes cluster. Explores mounting credentials, executing parallel
    pipeline workloads, and cleanup phases to optimize compute budgets.
  language: Groovy
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevSecOps & Automation
  - Jenkins-based CI-CD
  - Jenkins Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "piotrminkowski.com: Continuous Integration with Jenkins on Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://piotrminkowski.com/2020/12/18/spring-boot-on-kubernetes-with-buildpacks-and-skaffold:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: High-velocity development workflow blueprint leveraging Cloud Native
    Buildpacks and Skaffold to accelerate Java Spring Boot coding loops on Kubernetes.
    Minimizes manual Dockerfile maintenance and streamlines instantaneous hot-reloading
    code modifications into active development clusters.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Java
  - Local Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "piotrminkowski.com: Spring Boot on Kubernetes with Buildpacks and Skaffold
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://piotrminkowski.com/2021/01/13/spring-boot-tips-tricks-and-techniques:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compiles a series of tactical tips and optimizations for Spring Boot
    developers, detailing how to refine property resolution, manage test-specific
    profiling, configure custom JSON serializers, and speed up local development lifecycles.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Spring Ecosystem
  - Core Platform
  - Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Spring Boot Tips, Tricks and Techniques'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://piotrminkowski.com/2021/02/05/java-development-on-openshift-with-odo:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical guide walking through modern Java/Spring Boot development
    on OpenShift utilizing the odo CLI. Highlights rapid hot-reloading configurations,
    remote debugging execution, and container integration workflows.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - Inner Loop Development
  - OpenShift Odo CLI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Java Development on OpenShift with odo'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://piotrminkowski.com/2021/02/18/blue-green-deployment-with-a-database-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical blueprint demonstrating blue-green deployments on Kubernetes
    for applications bound to transactional databases. Explores state synchronization,
    schema compatibility, and traffic routing mechanisms to prevent transaction loss
    during rolling updates.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Deployment Patterns
  - Database Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "piotrminkowski.com: Blue-green deployment with a database on Kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - liquibase.md
https://piotrminkowski.com/2021/03/31/knative-eventing-with-kafka-and-quarkus:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Walks through the configuration of Knative Eventing infrastructure coupled
    with Apache Kafka topics using Quarkus-based microservices. It illustrates how
    to leverage the low memory footprint of GraalVM-compiled Quarkus microservices
    to handle event-driven workloads.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Native Serverless
  - Knative
  - Eventing Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Knative Eventing with Kafka and Quarkus'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://piotrminkowski.com/2021/05/26/spring-microservices-security-best-practices:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Architectural guide covering identity propagation, OAuth2/OIDC, stateless
    JWT verification, and service-to-service secure communications. Explains the integration
    of API gateways as security proxies and down-stream security validation filters.
    Highly critical for engineering secure zero-trust network topologies in containerized
    environments.
  language: Java
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Microservices Security
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "piotrminkowski.com: Spring Microservices Security Best Practices \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://piotrminkowski.com/2021/06/14/knative-eventing-with-quarkus-kafka-and-camel:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates the integration of Apache Camel integrations, Quarkus microservices,
    and Knative serverless platforms connected via Apache Kafka brokers. Details how
    to design reactive pipelines that auto-scale based on incoming Kafka topic load.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Native Serverless
  - Knative
  - Eventing Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Knative Eventing with Quarkus, Kafka and Camel'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://piotrminkowski.com/2021/07/08/kubernetes-multicluster-with-kind-and-submariner:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step tutorial on building local multi-cluster networks using
    Kind and Submariner. Explains how to route IPsec/VXLAN tunnels across local docker
    containers, configure cluster-wide DNS resolution, and expose multi-cluster services.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Multicluster Routing
  - Submariner Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Kubernetes Multicluster with Kind and Submariner'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://piotrminkowski.com/2021/07/12/multicluster-traffic-mirroring-with-istio-and-kind:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical technical guide for creating a multi-cluster local playground
    using Kind and Istio. Detailed configurations walk developers through setting
    up cross-cluster network routes and safely mirroring production traffic to staging
    environments.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Cloud Native Infrastructure
  - Multi-Cluster
  - Traffic Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Multicluster Traffic Mirroring with Istio and Kind'
  addition_method: manual
  v2_locations:
  - istio.md
https://piotrminkowski.com/2021/08/05/kubernetes-ci-cd-with-tekton-and-argocd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Guides the reader through building a Kubernetes-native CI/CD pipeline
    using Tekton for compiling, testing, and containerizing Java applications, combined
    with Argo CD for declarative GitOps delivery.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Argo CD & OpenShift Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "piotrminkowski.com: Kubernetes CI/CD with Tekton and ArgoCD \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://piotrminkowski.com/2021/10/12/quarkus-tips-tricks-and-techniques:
  description: ''
  addition_method: manual
  content_hash: a450afde831fd65cb37ce0d95774992cc07745be3dced407000a652c4385612d
  health_score: 100.0
  last_checked: 1779034295.576673
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: A curated blog post packed with tips, tricks, and advanced architectural
    patterns for Quarkus developers. It highlights key features like reactive programming,
    Panache ORM, and Quarkus Dev Services. 2026 practices emphasize using Dev Services
    to automatically spin up Testcontainers dynamically.
  language: Java
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Modern Java
  - Frameworks
  - Quarkus
  is_microservice: true
  title: "piotrminkowski.com: Quarkus Tips, Tricks and Techniques \U0001F31F"
https://piotrminkowski.com/2021/10/25/kubernetes-multicluster-with-kind-and-cilium:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: In-depth guide constructing a multi-cluster networking topology utilizing
    Kind and Cilium's eBPF-driven data plane. Outlines how to leverage ClusterMesh
    to enable secure, low-latency, and high-performance cross-cluster Pod-to-Pod communication
    without reliance on heavyweight external gateway mechanisms.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Multicluster
  - eBPF
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'piotrminkowski.com: Kubernetes Multicluster with Kind and Cilium'
  addition_method: manual
  v2_locations:
  - demos.md
https://piotrminkowski.com/2021/11/30/serverless-java-functions-on-openshift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on optimizing Java applications for serverless execution using
    Knative on OpenShift. Explores Spring Boot and Quarkus execution patterns, emphasizing
    scale-to-zero capabilities and JVM resource management.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Serverless & Knative
  - Serverless Java
  - Knative Service
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Serverless Java Functions on OpenShift'
  addition_method: manual
  v2_locations:
  - demos.md
https://piotrminkowski.com/2021/12/03/create-kubernetes-clusters-with-cluster-api-and-argocd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive technical guide showcasing the integration of Cluster
    API and ArgoCD to manage the infrastructure lifecycle through a GitOps model.
    The author demonstrates declarative target cluster definitions stored in Git,
    allowing ArgoCD to reconcile and trigger Cluster API operators on a management
    cluster for automated target cluster deployments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cluster Management
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'piotrminkowski.com: Create and Manage Kubernetes Clusters with Cluster API
    and ArgoCD'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://piotrminkowski.com/2021/12/13/continuous-delivery-on-kubernetes-with-database-using-argocd-and-liquibase:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demystifies database migration management within a continuous deployment
    paradigm. Showcases how to coordinate Liquibase database schema updates alongside
    application container lifecycle updates using Argo CD hooks.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - Database Schema Management
  - Liquibase Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Continuous Delivery on Kubernetes with Database using
    ArgoCD and Liquibase'
  addition_method: manual
  v2_locations:
  - demos.md
https://piotrminkowski.com/2021/12/21/development-on-kubernetes-with-telepresence-and-skaffold:
  addition_method: manual
  content_hash: 5f4bf3028b17346448ba40a6ddbe41ba9a1845648e126c646568589b5a22b52a
  description: ''
  health_score: 100.0
  last_checked: 1779030742.549121
  stars: 0
  title: '==piotrminkowski.com: Development on Kubernetes with Telepresence and Skaffold=='
  v1_locations:
  - docs/scaffolding.md
  year: N/A
https://piotrminkowski.com/2021/12/30/vault-on-kubernetes-with-spring-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An application integration tutorial showing how to bind Spring Cloud
    Config and Spring Cloud Vault inside Kubernetes. Demonstrates how microservices
    resolve credentials at startup, manage key rotation, and construct a secure configuration
    hierarchy directly mapped to application properties.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Application Security
  - Spring Boot Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Vault on Kubernetes with Spring Cloud'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://piotrminkowski.com/2022/01/24/distributed-transactions-in-microservices-with-kafka-streams-and-spring-boot:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines the implementation of distributed transactions within Spring
    Boot microservice networks using Kafka Streams. It evaluates how to enforce eventual
    consistency via the Saga design pattern, avoiding classical distributed two-phase
    lock contentions.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Event-Driven Architecture
  - Distributed Transactions
  - Saga Pattern
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Distributed Transactions in Microservices with Kafka
    Streams and Spring Boot'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://piotrminkowski.com/2022/02/21/validate-kubernetes-deployment-in-ci-cd-with-tekton-and-datree:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An in-depth guide to securing and validating Kubernetes manifests prior
    to production deployment using Datree integrated into a Tekton pipeline. The workflow
    runs automated schema validation, security compliance checks, and configuration
    best practices directly against raw YAML assets. This represents a robust DevSecOps
    guardrail pattern for continuous integration pipelines.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native Delivery
  - CI/CD & GitOps
  - Policy & Enforcement
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'piotrminkowski.com: Validate Kubernetes Deployment in CI/CD with Tekton
    and Datree'
  addition_method: manual
  v2_locations:
  - tekton.md
https://piotrminkowski.com/2022/03/29/canary-release-on-kubernetes-with-knative-and-tekton:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates how to build automated canary deployments by chaining Knative's
    serverless scaling properties with Tekton delivery workflows. By defining declarative
    Knative service revisions, teams can systematically route a fraction of incoming
    traffic to green deployments while verifying performance telemetry. It delivers
    an excellent architectural design for self-healing serverless microservices.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native Delivery
  - Progressive Delivery
  - Serverless Canary
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Canary Release on Kubernetes with Knative and Tekton'
  addition_method: manual
  v2_locations:
  - tekton.md
https://piotrminkowski.com/2022/06/06/continuous-development-on-kubernetes-with-gitops-approach:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents a real-world developer workflow utilizing GitOps frameworks
    during local and remote microservice development. Details how to tightly couple
    development loops with rapid Git-based deployments to maintain real-time sync
    with cloud-native testbeds.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Kubernetes Native
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "piotrminkowski.com: Continuous Development on Kubernetes with GitOps Approach
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://piotrminkowski.com/2022/06/28/manage-kubernetes-cluster-with-terraform-and-argo-cd:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Practical demonstration of deploying and managing a Kafka cluster on
    Kubernetes using a hybrid Terraform and ArgoCD approach. Discusses how to configure
    infrastructure dependencies with Terraform and declare workload states inside
    GitOps.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps
  - Terraform Integration
  - Data Infrastructure
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "piotrminkowski.com: Manage Kubernetes Cluster with Terraform and Argo CD.
    Create Kakfa Cluster using GitOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - argo.md
https://piotrminkowski.com/2022/10/24/gitops-with-advanced-cluster-management-for-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An in-depth technical walkthrough focusing on multi-cluster GitOps orchestration
    patterns. It maps out deployment structures managed via Red Hat Advanced Cluster
    Management (RHACM) working alongside central ArgoCD configurations.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - OpenShift
  - RHACM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "piotrminkowski.com: GitOps with Advanced Cluster Management for Kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://piotrminkowski.com/2022/12/09/manage-multiple-kubernetes-clusters-with-argocd:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Step-by-step architectural guide on configuring a centralized ArgoCD
    instance to manage resources across several remote Kubernetes clusters. Covers
    network endpoints, remote credentials provisioning, and configuration drift auditing.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Multi-Cluster
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "piotrminkowski.com: Manage Multiple Kubernetes Clusters with ArgoCD \U0001F31F"
  addition_method: manual
  v2_locations:
  - argo.md
https://piotrminkowski.com/2022/12/14/sealed-secrets-on-kubernetes-with-argocd-and-terraform:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates the end-to-end automation of Bitnami Sealed Secrets using
    Terraform and ArgoCD. Helps DevOps architects define declarative pipelines that
    provision the sealed secret operator and manage encrypted configurations in Git
    repositories.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - GitOps
  - Sealed Secrets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'piotrminkowski.com: Sealed Secrets on Kubernetes with ArgoCD and Terraform'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://piotrminkowski.com/2023/02/13/best-practices-for-java-apps-on-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines critical best practices for operating Java workloads in Kubernetes.
    Topics include configuring precise liveness/readiness probes, setting container
    resources (requests/limits) to match JVM heap sizes, using native compilation,
    and choosing lightweight base images.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Development
  - Cloud Native Java
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "piotrminkowski.com: Best Practices for Java Apps on Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://piotrminkowski.com/2023/02/17/which-jdk-to-choose-on-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An expert comparative guide evaluating the behavior, memory footprint,
    startup time, and performance profile of various OpenJDK distributions inside
    Kubernetes. It helps team leads choose the optimal vendor distribution (e.g.,
    Temurin, Corretto, Red Hat) for cloud workloads.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Cloud Native Java
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "piotrminkowski.com: Which JDK to Choose on Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://piotrminkowski.com/2023/03/13/microservices-with-spring-boot-3-and-spring-cloud:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A comprehensive practical guide illustrating how to build, wire, and
    deploy a distributed system using Spring Boot 3 and Spring Cloud. Architecturally,
    it details service discovery, configuration management, API routing, and inter-service
    communication using updated Spring Boot 3 baseline configurations. Live grounding
    in 2026 confirms that while Spring Cloud remains enterprise-stable, cloud-native
    deployments often offload these patterns to Kubernetes native resources.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Microservices Architecture
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "piotrminkowski.com: Microservices with Spring Boot 3 and Spring Cloud \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://piotrminkowski.com/2023/04/30/concurrency-with-kafka-and-spring-boot:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines advanced concurrency paradigms when developing high-throughput
    event consumers inside Spring Boot applications. Focuses on tuning consumer threads,
    partition assignments, off-loop processing patterns, and transactional commit
    strategies.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Client Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Concurrency with Kafka and Spring Boot'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://piotrminkowski.com/2023/05/05/manage-kubernetes-operators-with-argocd:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Addresses challenges and patterns for deploying Kubernetes Operators
    (e.g., Prometheus Operator, Cert-Manager) via ArgoCD. Analyzes solutions for Custom
    Resource Definition (CRD) lifecycle management during upgrades and synchronization.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps
  - Kubernetes Operators
  - CRD Lifecycle
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'piotrminkowski.com: Manage Kubernetes Operators with ArgoCD'
  addition_method: manual
  v2_locations:
  - argo.md
https://piotrminkowski.com/2023/08/22/resize-cpu-limit-to-speed-up-java-startup-on-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Explains how CPU limits severely slow down JVM (Java) startup times
    on Kubernetes.

    - Demonstrates utilizing the in-place resource resizing feature or custom limits
    during the initialization phase.

    - Mitigates CFS throttling during Java''s highly intensive classloading startup
    phase.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Performance Optimization
  - Java Optimizations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Resize CPU Limit To Speed Up Java Startup on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://piotrminkowski.com/2023/09/15/introduction-to-grpc-with-quarkus:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the integration of low-latency gRPC services inside Quarkus.
    Demonstrates schema-first API creation via Protocol Buffers, building high-performance
    non-blocking streaming services, and optimizing binary communication interfaces
    for modern microservices.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Serverless Java
  - gRPC Communication
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Introduction to gRPC with Quarkus'
  addition_method: manual
  v2_locations:
  - demos.md
https://piotrminkowski.com/2023/11/07/slim-docker-images-for-java:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A practical evaluation of JVM microservice configurations. Uses jlink
    and GraalVM native compilations to generate minimal container environments for
    Java workloads.
  language: Java
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Containers
  - Build Optimization
  - Java
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Slim Docker Images for Java'
  addition_method: manual
  v2_locations:
  - docker.md
https://piotrminkowski.com/2023/11/27/testing-java-apps-on-kubernetes-with-testkube:
  description: ''
  addition_method: manual
  content_hash: 38007a4d78dbc1b15b508b2c46159b519698bf85382df56f81627ffb67459127
  health_score: 100.0
  last_checked: 1779029356.597173
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: A comprehensive developer guide showing how to deploy, execute, and
    monitor Java microservice tests within a Kubernetes cluster using Testkube. It
    details configuring Maven and JUnit test executors within Testkube's native execution
    plane.
  language: Java
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Testing
  - Test Orchestration
  - Tutorials
  is_microservice: false
  title: 'piotrminkowski.com: Testing Java Apps on Kubernetes with Testkube'
https://piotrminkowski.com/2024/02/05/getting-started-with-azure-kubernetes-service:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A streamlined onboarding guide outlining the core mechanics of building,
    deploying, and maintaining basic cluster topologies in AKS. Provides a solid foundation
    covering cluster creation parameters via Azure CLI, container registry linkage,
    and basic networking. Recommended for developers transitionining from local docker
    engines to managed cloud-native environments.
  language: Bash
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "piotrminkowski.com: Getting Started with Azure Kubernetes Service \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://piotrminkowski.com/2024/02/13/java-flight-recorder-on-kubernetes:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A real-world implementation guide demonstrating how to manage JDK Flight
    Recorder (JFR) captures inside containerized Kubernetes clusters. By leveraging
    modern diagnostic operators like Cryostat, the guide details automated collection
    pipelines that prevent performance overhead in production microservices.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Java Flight Recorder on Kubernetes'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://piotrminkowski.com/2024/06/13/getting-started-with-backstage:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A comprehensive technical guide to bootstrapping Backstage, configuring
    the software catalog, and writing custom templates. The resource outlines practical
    steps to integrate local tooling with the developer portal, enabling swift adoption
    of self-service developer templates.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Developer Portal
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Getting Started with Backstage'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://piotrminkowski.com/2024/06/28/backstage-on-kubernetes:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: This guide details the production deployment steps for running Backstage
    on Kubernetes. It covers containerization, Helm chart configuration, database
    state persistence, and securing identity management integration for scalable developer
    portal deployments.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Developer Portal
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.com: Backstage on Kubernetes'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://piotrminkowski.com/2024/07/04/idp-on-openshift-with-red-hat-developer-hub:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Hands-on technical blueprint demonstrating how to design and build an
    IDP utilizing Red Hat Developer Hub (based on Backstage) on top of Red Hat OpenShift.
    Explores deployment templates, catalog integration, cluster authentication, and
    secure GitOps-driven application pipelines.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Red Hat OpenShift
  - Developer Hub
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'piotrminkowski.com: IDP on OpenShift with Red Hat Developer Hub'
  addition_method: manual
  v2_locations:
  - devops.md
https://piotrminkowski.wordpress.com/2019/01/15/kotlin-microservice-with-spring-boot:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Structural walk-through for establishing lightweight, container-ready
    Kotlin microservices utilizing Spring Boot. Explores native integration patterns,
    testing, and modern language features optimized for cloud environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Application Development
  - Kotlin
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'piotrminkowski.wordpress.com: Kotlin microservice with spring boot'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://pivotal.io/platform/pivotal-container-service:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Originally Pivotal Container Service (PKS), this enterprise-ready Kubernetes
    runtime has been integrated directly into the VMware Tanzu Portfolio. It features
    multi-cluster management, declarative deployment, and deep integration with NSX-T
    networking. Live grounding labels the PKS brand as legacy, now superseded by Tanzu
    Kubernetes Grid.
  language: English
  resource_type: Product/Documentation
  complexity: Advanced
  hierarchy:
  - Kubernetes Management
  - VMware Tanzu
  - Platform Operations
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'Pivotal.io: Pivotal Container Service (PKS), owned by VMware'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
? https://pixelrobots.co.uk/2022/04/bring-your-own-container-network-interface-cni-plugin-with-azure-kubernetes-service-aks-preview
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines utilizing the Bring Your Own CNI (BYO CNI) preview option in
    AKS. Allows engineering teams to manage and run their own custom CNI platforms
    (such as custom Cilium structures) while still leveraging the managed control
    plane benefits of AKS.
  language: Bash
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking & CNI
  - BYO CNI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pixelrobots.co.uk: Bring your own Container Network Interface (CNI) plugin
    with Azure Kubernetes Service (AKS) (PREVIEW)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
? https://pixelrobots.co.uk/2023/12/exploring-azure-kubernetes-services-node-autoprovision-a-deep-dive-into-the-latest-public-preview-feature
: description: "- Node Autoprovision (NAP) in AKS is a game-changer for managing node
    pools. As your workloads expand and diversify in complexity, needing various CPU,
    memory, and capability configurations, managing your VM configurations can become
    quite daunting. This is where NAP steps in.\n    - NAP dynamically decides the
    optimal VM configuration for your pending pod resource requirements, ensuring
    that your workloads run efficiently and cost-effectively. This feature is rooted
    in the open-source Karpenter project, and its implementation in AKS is also open-source."
  year: '2023'
  stars: 0
  ai_summary: An in-depth review of AKS Node Autoprovisioning (NAP), an implementation
    based on the open-source Karpenter project. NAP evaluates unschedulable pod manifests
    to dynamically provision the optimal VM sizes and SKU mixtures, circumventing
    the constraints of static Kubernetes Node Pools. Highly relevant for architects
    looking to decrease scaling latency and infrastructure wastage.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Autoscaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pixelrobots.co.uk: Exploring Azure Kubernetes Service’s Node Autoprovision:
    A Deep Dive into the Latest Public Preview Feature'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://piyushverma.hashnode.dev/basic-linux-shell-scripting-for-devops-engineers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030957.738462
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'piyushverma.hashnode.dev: Basic Linux Shell Scripting for DevOps Engineers'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering piyushverma.hashnode.dev:
    Basic Linux Shell Scripting for DevOps Engineers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pjame-fb.medium.com/kubernetes-secrets-from-secrets-manager-using-external-secrets-operators-4819562c3b02:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033118.185514
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pjame-fb.medium.com: Kubernetes Secrets from Secrets Manager using External''
    Secrets Operators'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pjame-fb.medium.com:
    Kubernetes Secrets from Secrets Manager using External'' Secrets Operators in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pkg.go.dev/github.com/keilerkonzept/aws-secretsmanager-files:
  description: ''
  addition_method: manual
  ai_summary: A dedicated Go library designed to pull configurations from AWS Secrets
    Manager and map them directly into local files. This is extremely beneficial for
    containerized legacy applications that expect configurations as local disk paths
    rather than dynamic environment variables.
  complexity: Intermediate
  content_hash: 5e18f65d592f62ee0013794959963da1671f43d9d90d40bc1847356d15545db3
  gh_license: MIT
  gh_pushed: '2024-07-30T22:47:01Z'
  gh_stars: 35
  health_score: 100.0
  hierarchy:
  - Security
  - Secrets Management
  - AWS Secrets Manager
  is_microservice: true
  language: Go
  last_checked: 1779029251.901242
  needs_ai_refresh: true
  resource_type: Library
  stars: 2
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: '2020'
  title: github.com/keilerkonzept/aws-secretsmanager-files
https://pkg.go.dev/k8s.io/client-go:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official API documentation hub for client-go, detailing method designs,
    resource structs, client authentication configurations, and context-aware request
    flows.
  language: Go
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Native & K8s
  - Kubernetes API
  - Go Client Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: pkg.go.dev/k8s.io/client-go
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://pkg.go.dev/knative.dev/security-guard:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Security Guard is a modular system built to monitor Knative serverless
    runtimes. It maps execution baselines (such as memory patterns, shell accesses,
    and network footprints) to identify anomalies in real time. This security layer
    ensures that transient, short-lived serverless applications remain protected without
    introducing significant cold-start delays.
  language: Go
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Security
  - Serverless Security
  - Knative Security Guard
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: pkg.go.dev/knative.dev/security-guard
  addition_method: manual
  v2_locations:
  - devsecops.md
https://planetscale.com/docs/vitess/best-practices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Documentation outlining the schema migration workflow in PlanetScale,
    powered by Vitess. Introduces non-blocking schema changes and deployment branches,
    enabling developers to modify production databases without locking tables or causing
    downtime.
  language: Markdown
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Database Architecture
  - Cloud Native Databases
  - Vitess
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "docs.planetscale.com: The PlanetScale workflow \U0001F31F"
  addition_method: manual
  v2_locations:
  - liquibase.md
https://plantuml.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: An open-source, industry-standard tool allowing engineers to generate
    architecture, sequence, and component diagrams from simple, human-readable markdown-like
    text. Extremely useful for maintaining documentation alongside code.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Diagrams-as-Code
  - Markup Tool
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: PlantUML
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://platform.cloudogu.com/en/blog/cd-with-nexus-jenkins-ces:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Illustrates a full CD pipeline design combining Jenkins automation pipelines,
    Sonatype Nexus artifact caching, and the Cloudogu developer platform ecosystem.
    It discusses how to decouple build outputs, secure package verification, and trigger
    orchestrations. It demonstrates how standardizing on artifact-centric builds minimizes
    drift in multi-environment configurations.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - Automation Ecosystems
  - Jenkins & Nexus
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Continuous Delivery with Sonatype Nexus, Jenkins and the Cloudogu Ecosystem
  addition_method: manual
  v2_locations:
  - demos.md
https://platform.cloudogu.com/en/blog/gitops-tools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth automation analysis evaluating standard GitOps operators.
    Discusses the trade-offs of security policies, installation overheads, multi-cluster
    scaling behaviors, and synchronization performance across production platform
    environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloudogu.com: Automation Assistants: GitOps tools in comparison \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://platform.cloudogu.com/en/blog/kubernetes-least-privilege-gcp-example:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive walkthrough demonstrating how to enforce the Principle
    of Least Privilege. Combines GCP IAM roles and Kubernetes RBAC configuration to
    lock down namespaces and cluster resources.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access Control
  - Least Privilege
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudogu.com: Kubernetes least privilege implementation using the Google
    Cloud as an axample'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://platform.qa.com/login:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Architectural analysis of separating physical code deployment from logical
    user release. Examines the use of feature flag systems and proxy-level traffic
    management to perform risk-free production promotions.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Release Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloudacademy.com: Blog / DevOpsDevOps: Why Is It Important to Decouple Deployment
    From Release?'
  addition_method: manual
  v2_locations:
  - devops.md
https://platform9.com/blog/difference-between-multi-cluster-multi-master-multi-tenant-federated-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Clarifies foundational definitions in the scaling landscape. Contrasts
    multi-cluster partitioning, master redundancy layers, virtual namespace multi-tenancy,
    and cluster federation engines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cluster Architecture
  - Design Patterns
  - Terminology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'platform9.com: Difference Between multi-cluster, multi-master, multi-tenant
    & federated Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
? https://platform9.com/blog/kubernetes-autoscaling-options-horizontal-pod-autoscaler-vertical-pod-autoscaler-and-cluster-autoscaler
: description: ''
  year: '2022'
  stars: 0
  ai_summary: A structural side-by-side comparison of standard Kubernetes autoscaling
    paradigms. Serves as a great administrative overview for teams structuring unified
    high-availability and elastic resource profiles.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Kubernetes & Scaling
  - Core Concepts
  - Autoscaling Matrix
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'platform9.com: Kubernetes Autoscaling Options: Horizontal Pod Autoscaler,
    Vertical Pod Autoscaler and Cluster Autoscaler'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://platform9.com/blog/kubernetes-ci-cd-pipelines-at-scale:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Discusses architectural blueprints for implementing scalable CI/CD pipelines
    across enterprise Kubernetes deployments. It reviews toolchains like Jenkins,
    GitLab CI, and ArgoCD, analyzing bottlenecks in scaling automated delivery.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - GitOps & Delivery
  - Enterprise CI/CD
  - Delivery Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'platform9.com: Kubernetes CI/CD Pipelines at Scale'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://platform9.com/blog/kubernetes-cluster-sizing-how-large-should-a-kubernetes-cluster-be:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores calculation parameters used to size enterprise Kubernetes control
    environments. Reviews scaling limits of the internal etc database, virtual overlay
    network topologies, and standard scheduler limits.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cluster Architecture
  - Sizing
  - Worker Nodes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'platform9.com: Kubernetes Cluster Sizing – How Large Should a Kubernetes
    Cluster Be?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://platform9.com/blog/kubernetes-service-mesh:
  addition_method: manual
  content_hash: 2b7f045fb573adc255a22fe7fee08925918a3e5bb069901d4295807fc0a64a38
  health_score: 100.0
  last_checked: 1779130494.931573
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  - docs/servicemesh.md
  v2_locations:
  - kubernetes.md
  - servicemesh.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering platform9.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://platform9.com/blog/kubernetes-service-mesh-a-comparison-of-istio-linkerd-and-consul:
  addition_method: manual
  content_hash: 1dd98cdba86e04b5984e7ad8c8693d1defb949d1deca715d31c325d47ac1464b
  description: ''
  health_score: 100.0
  last_checked: 1779031026.20083
  stars: 0
  status: online
  title: 'platform9.com: Kubernetes Service Mesh: A Comparison of Istio, Linkerd and''
    Consul'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://platform9.com/blog/ultimate-guide-to-kubernetes-ingress-controllers:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A definitive reference comparison comparing top ingress technologies
    (NGINX, Envoy, Traefik, HAProxy, Kong). Benchmarks each against raw throughput,
    latency profiles, dynamic reload capabilities, and extensibility models.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Ingress Controllers
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "platform9.com: Ultimate Guide to Kubernetes Ingress Controllers \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://platform9.com/lp/ultimate-guide-enterprise-kubernetes:
  addition_method: manual
  content_hash: 1dd98cdba86e04b5984e7ad8c8693d1defb949d1deca715d31c325d47ac1464b
  description: ''
  health_score: 100.0
  last_checked: 1779029365.110532
  stars: 0
  status: online
  title: 'platform9.com: The Gorilla Guide to Kubernetes in the Enterprise'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://platformengineering.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The primary community-driven knowledge portal for Platform Engineering
    globally. Hosts foundational patterns, blueprints, and tooling landscapes (such
    as the Internal Developer Platform reference architectures) that define industry-wide
    standardization for developer experience (DevEx).
  language: English
  resource_type: Portal
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - Community Hub
  - General Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: platformengineering.org
  addition_method: manual
  v2_locations:
  - devops.md
https://platformengineering.org/blog/ai-is-changing-the-future-of-platform-engineering-are-you-ready:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Discusses how generative AI is shifting internal developer platform
    (IDP) dynamics. Details how AI assistance simplifies configuration management,
    infrastructure provisioning, and self-service portals for developer teams.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Platform Engineering
  - Platform Engineering Trends
  - AI Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'platformengineering.org: AI is changing the future of platform engineering.
    Are you ready?'
  addition_method: manual
  v2_locations:
  - ai.md
https://platformengineering.org/tools/capsule:
  description: ''
  addition_method: manual
  content_hash: 4250044f8a93485016692ecc4d46ac67a4388375150dd4f61b8dc1385d006fb6
  health_score: 100.0
  last_checked: 1779030285.34064
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: Capsule provides native multi-tenancy in single Kubernetes clusters
    by implementing lightweight tenant abstractions. Operating as a custom operator,
    it manages namespaces without replacing standard Kubernetes APIs or creating separate
    control planes. It is highly valued for enforcing governance limits in shared
    enterprise platforms.
  language: Go
  resource_type: Operator / Controller
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Policy Enforcement
  is_microservice: false
  title: ==platformengineering.org/tools/capsule== ⭐
https://platformwale.blog/2023/07/15/create-amazon-eks-cluster-within-its-vpc-using-terraform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details the process of setting up a clean Amazon EKS Cluster inside
    a freshly declared, customizable VPC using pure Terraform configurations. Prioritizes
    modularity and clean, maintainable HCL resource definitions.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - EKS & Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'platformwale.blog: Create Amazon EKS Cluster within its VPC using Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://play.google.com/store/search?q=learn+kubernetes:
  addition_method: manual
  content_hash: 817039ce1043a34be5a4d556efb02d3c35a7b59f5c5eb614cf68e65c89a919e7
  description: ''
  health_score: 100.0
  last_checked: 1779029569.907147
  stars: 0
  title: Google Play Search
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://play.google.com/store/search?q=learn+kubernetes&c=apps:
  addition_method: manual
  content_hash: 6a938df00d57cdbea2be266105b58209501d95b2fa49e9826399725d4511de67
  health_score: 100.0
  last_checked: 1779130495.00585
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tutorials.md
https://play.meshery.io:
  addition_method: manual
  content_hash: 0a1ac4a1078fef7a2252ef5504e6706ceeb4b0272104c8d522334cc865426e9a
  health_score: 100.0
  last_checked: 1779031602.13757
  v1_locations:
  - docs/kubernetes-tools.md
https://pll.harvard.edu/course/cs50-introduction-computer-science:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735939.740741
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'harvard.edu: CS50: Introduction to Computer Science (free)'
  v1_locations:
  - docs/elearning.md
  v2_locations:
  - elearning.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering harvard.edu:
    CS50: Introduction to Computer Science (free) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://ploffay.medium.com/five-years-evolution-of-open-source-distributed-tracing-ec1c5a5dd1ac:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029838.045119
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "ploffay.medium.com: Five years evolution of open-source distributed tracing'
    \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ploffay.medium.com:
    Five years evolution of open-source distributed tracing' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://plugins.jenkins.io/allure-jenkins-plugin:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Generates beautiful, highly detailed Allure HTML reports directly inside
    Jenkins builds. Visualizes automated test suites execution timelines, categorizes
    historical test failures, and tracks instability patterns across runs.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - Quality Assurance
  - Test Reporting
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "Allure \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/anchore-container-scanner:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The integration plugin for Jenkins enabling seamless automation of Anchore
    scans during build orchestration. Allows developers to write declarative Jenkins
    pipelines that audit images and break builds if severe security policies or license
    restrictions are violated. Essential for Jenkins compliance architectures.
  language: Java
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Pipeline Security
  - Jenkins Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Jenkins Plugin: Anchore Container Image Scanner'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://plugins.jenkins.io/aqua-security-scanner:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Enforces vulnerability management by coordinating build security evaluations
    with the Aqua Security Scanning engine. It stops unvetted artifacts containing
    severe CVEs from propagating to secure registries.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Vulnerability Scanning
  - Aqua Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Aqua Security Scanner
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/aws-credentials:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Injects secure AWS credentials (Access Key/Secret Key and IAM Role sessions)
    into Jenkins builds. Enables seamless authorization with AWS SDK services and
    CLI commands, serving as the secure backbone for Jenkins-to-AWS cloud integrations.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - Security
  - Identity & Access
  - AWS Integrations
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "CloudBees AWS Credentials \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/aws-java-sdk:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Bundles the AWS Java SDK into a single Jenkins plugin, acting as a shared
    dependency library for other cloud plugins. Prevents dependency conflicts by centralizing
    the AWS API runtime across the entire controller engine.
  language: Java
  resource_type: Plugin
  complexity: Low
  hierarchy:
  - Security
  - Identity & Access
  - AWS Integrations
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Amazon Web Services SDK
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/aws-kinesis-consumer:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Enables Jenkins to ingest messages from AWS Kinesis Streams to orchestrate
    pipeline builds. It acts as an integration gateway for event-driven workflows
    and real-time processing topologies.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Advanced
  hierarchy:
  - Cloud Integration
  - Data Streaming
  - AWS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Kinesis Consumer
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/aws-secrets-manager-credentials-provider:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Configures Jenkins to pull dynamic, encrypted parameters and secrets
    straight from AWS Secrets Manager. Eliminates manual rotation workflows on Jenkins
    controllers by querying active AWS API keys or certificates at runtime.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - Security
  - Identity & Access
  - Secrets Engines
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: AWS Secrets Manager Credentials Provider
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/azure-artifact-manager:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Offloads traditional local file storage on Jenkins controllers by piping
    build artifacts directly into Azure Blob Storage. This guarantees high reliability,
    dynamic scaling of assets, and decreases workspace recovery delays.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Cloud Integration
  - Artifact Storage
  - Azure Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Azure Artifact Manager
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/azure-keyvault:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Secures credentials access by linking Jenkins to Azure Key Vault directly.
    It fetches sensitive environment strings and secrets on-the-fly, reducing the
    vulnerability footprint of the host filesystem.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Secrets Management
  - Azure Key Vault
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Azure Key Vault
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/bitbucket-push-and-pull-request:
  description: ''
  year: '2025'
  stars: 3
  ai_summary: A targeted Jenkins integration plugin that listens to Bitbucket push
    and pull request webhook payloads. Provides highly granular build-triggering controls
    based on specific branch patterns, reviewer states, and label assignments.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Integration
  - Jenkins Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Jenkins Plugin: Bitbucket Push and Pull Request'
  addition_method: manual
  v2_locations:
  - git.md
https://plugins.jenkins.io/blueocean:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The orchestrating plugin bundle providing modern UX alternatives for
    Jenkins. Displays pipeline runs in visual flow diagrams and allows intuitive run
    history analysis.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - User Experience
  - BlueOcean Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Blue Ocean plugin
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/blueocean-pipeline-editor:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Provides a visual pipeline layout editor within Blue Ocean to output
    declarative Jenkinsfiles. It remains in legacy maintenance mode as developers
    favor declarative GitOps-driven configurations.
  language: JavaScript
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - User Experience
  - Pipeline Editor
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Blue Ocean Pipeline Editor
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/blueocean-rest:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Exposes API endpoints supporting Jenkins Blue Ocean UX client modules.
    While still maintained, it is considered legacy as development focuses on a modernized
    native core dashboard experience.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - User Experience
  - REST Integration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'blueocean-rest: REST API for Blue Ocean'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/build-monitor-plugin:
  description: "- [Monitor CI nodes with Jenkins](http://www.ampelofilosofies.gr/software/2017/03/04/monitor-ci-nodes-with-jenkins#sthash.eLP0PanT.dpbs)\n
    \   - [youtube: How to create Build Monitor View](https://www.youtube.com/watch?v=WnQK6-puXSM)\n
    \   - [youtube: monitoring jenkins job with build monitor view](https://www.youtube.com/watch?v=y6RNLNvnYIw)\n
    \   - [tatiyants.com: jenkins build monitor](http://tatiyants.com/jenkins-build-monitor)"
  year: '2024'
  stars: 0
  ai_summary: Provides a highly visual, wallboard-friendly view of Jenkins jobs status.
    Designed for operation centers to monitor continuous deployment and integration
    stages.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Beginner
  hierarchy:
  - Observability
  - Dashboards & Visualization
  - Build Monitor
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Build Monitor Plugin
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/cloudbees-credentials:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Enhances the standard Jenkins credentials subsystem with enterprise-grade
    capabilities. Facilitates secure storage, isolation, and refined access controls
    of critical runtime credentials across multi-tenant controller environments.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - Security
  - Identity & Access
  - Credentials
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "Cloudbees Credentials \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/cloudbees-disk-usage-simple:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A lightweight utility to calculate and display disk space utilization
    on Jenkins masters. Avoids the high CPU/IO overhead of standard disk usage plugins
    by using simplified calculation strategies, crucial for performance-sensitive
    controllers.
  language: Java
  resource_type: Plugin
  complexity: Low
  hierarchy:
  - Infrastructure
  - Performance
  - Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: CloudBees Disk Usage Simple
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/cloudbees-jenkins-advisor:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Proactively monitors Jenkins controllers for configuration, performance,
    and security anomalies. It sends diagnostic bundles securely to CloudBees, providing
    administrators with actionable alerts and remediation guidelines to prevent downtime.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Observability
  - Diagnostics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "CloudBees Health Advisor \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/code-coverage-api:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Consolidates and visualizes code coverage metrics from diverse engines
    (JaCoCo, Cobertura, OpenClover) inside Jenkins. Offers customizable quality gates,
    coverage trends, and modern web UI integrations for early software quality enforcement.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - Quality Assurance
  - Code Coverage
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Code Average API
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/compress-buildlog:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An infrastructure optimization utility designed to compress massive
    console outputs. This tool saves valuable storage space on master volumes, reducing
    operational costs for high-throughput pipelines.
  language: Java
  resource_type: Plugin
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Scalability & Resilience
  - Log Archiving
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Compress-buildlog
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/configuration-as-code:
  addition_method: manual
  content_hash: 942a0f323c13362e2c4a3350df5382c7db82b19087b2d03564de4b68f7014e32
  description: ''
  health_score: 100.0
  last_checked: 1779030285.090542
  needs_ai_refresh: true
  stars: 0
  title: plugins.jenkins.io/configuration-as-code
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://plugins.jenkins.io/configurationslicing:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Enables bulk configuration changes across hundreds of Jenkins jobs using
    a 'sliced' grid interface. Allows administrators to quickly update standard parameters,
    SCM structures, or email recipients without rewriting files or manual clicking.
  language: Java
  resource_type: Plugin
  complexity: High
  hierarchy:
  - Infrastructure
  - Administration
  - Bulk Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Configuration Slicing
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/copyartifact:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Enables secure and parameterized copying of workspace artifacts between
    different Jenkins jobs. Crucial for non-pipeline or multi-stage legacy freestyle
    architectures, though modern pipeline-based artifact repositories are preferred.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - Artifact Management
  - Build Dependencies
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Copy Artifact
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/credentials-binding:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Critical security plugin that binds secrets (passwords, API keys, files)
    to environment variables in pipeline scopes. It masks sensitive data in console
    logs, preventing accidental exposure of credentials during build logs execution.
  language: Java
  resource_type: Plugin
  complexity: Low
  hierarchy:
  - Security
  - Identity & Access
  - Credentials
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Credentials Binding
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/cucumber-reports:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Compiles and visualizes BDD execution results generated by Cucumber
    testing suites. It presents high-fidelity HTML reports, pass/fail ratios, and
    steps progression charts natively within Jenkins.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Testing & Verification
  - Cucumber Reporting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Cucumber reports
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/custom-checkbox-parameter:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Implements interactive dynamic checkbox parameter UI components within
    the Jenkins run configuration console, offering clean control arrays for manual
    pipeline selections and feature flag triggers.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Beginner
  hierarchy:
  - Continuous Integration
  - Build Configuration
  - UI Components
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Custom Checkbox Parameter \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/cvs:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Provides legacy Concurrent Versions System (CVS) integration with Jenkins.
    Mostly kept for historical retro-compatibility in legacy banking/industrial contexts,
    with Git having entirely superseded CVS in mainstream software development.
  language: Java
  resource_type: Plugin
  complexity: Low
  hierarchy:
  - CI/CD
  - SCM Integration
  - Legacy SCM
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: CVS plugin
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/declarative-pipeline-migration-assistant:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Assists teams in migrating legacy Freestyle Jenkins jobs into modern
    Declarative Pipelines. Best suited as a transitional tool for large-scale enterprise
    modernization efforts seeking to enforce pipeline-as-code patterns.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - Administration
  - Migration Utilities
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "Declarative Pipeline Migration Assistant \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/declarative-pipeline-migration-assistant-api:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: The programmatic API layer backing the Declarative Pipeline Migration
    Assistant. Extends migration mechanisms, enabling developers to build custom converters
    for specialized legacy plugins during automated migration routines.
  language: Java
  resource_type: Plugin
  complexity: High
  hierarchy:
  - CI/CD
  - Administration
  - Migration Utilities
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "Declarative Pipeline Migration Assistant API \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/deploy-dashboard:
  description: "- [namecheap.com: Visualize Your Deployment Status with Jenkins \U0001F31F](https://www.namecheap.com/blog/visualize-your-deployment-status-with-jenkins)"
  year: '2021'
  stars: 3
  ai_summary: A visualization plugin from Namecheap that helps track and showcase
    deployment progress across environments. Provides developers with a dashboard
    to quickly grasp which artifact version is running on staging, UAT, or production.
  language: Java
  resource_type: Plugin
  complexity: Low
  hierarchy:
  - CI/CD
  - User Interface
  - Dashboard
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Deploy Dashboard by Namecheap
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/docker-custom-build-environment:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Allows building projects inside a custom Docker container, providing
    an isolated build runtime. Generally succeeded by native Jenkins Pipeline declarative
    `agent { docker }` syntax, rendering this standalone plugin largely obsolete.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - Containers
  - Docker Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: CloudBees Docker Custom Build Environment
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/ec2:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Dynamically spins up EC2 instances as Jenkins build agents based on
    queue load, terminating them after idle thresholds are reached. Includes advanced
    IAM profile routing, VPC placement, Spot Instance support, and customizable AMI
    launch configurations.
  language: Java
  resource_type: Plugin
  complexity: High
  hierarchy:
  - CI/CD
  - Kubernetes & Cloud
  - Cloud VM Agents
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Amazon EC2 plugin
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/ec2-fleet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Integrates Jenkins directly with AWS EC2 Spot Fleets, standard Auto
    Scaling groups, or On-Demand instances. It dynamically manages fleet capacity
    based on build queue demands, maximizing compute savings.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Advanced
  hierarchy:
  - Hybrid Infrastructure
  - Auto-scaling
  - AWS Fleet Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ec2-fleet-plugin
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/electricflow:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Integrates traditional Jenkins pipelines with the CloudBees Flow orchestration
    framework, permitting coordination of complex release stages directly through
    automated build processes.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - Enterprise Orchestration
  - CD Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: CloudBees Flow plugin
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/extensible-choice-parameter:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Extends Jenkins' basic choice parameter type by feeding build configuration
    fields dynamic data sources (such as Groovy scripts, text files, or global lists).
    Simplifies UI-driven parameterized builds significantly.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - User Interface
  - Job Parameters
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Extensible Choice Parameter
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/fortify:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Integrates Micro Focus Fortify Static Code Analyzer (SCA) into Jenkins
    pipelines. Automates the compilation, security scanning, and ingestion of vulnerability
    findings directly into the Fortify Software Security Center (SSC) dashboard.
  language: Java
  resource_type: Plugin
  complexity: High
  hierarchy:
  - Security
  - Application Security
  - SAST
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Fortify
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/gatling:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Official Jenkins integration for Gatling, enabling automated parsing
    of Gatling simulation results inside CI workflows. It charts performance trends
    over time, facilitating rapid visual regression tracking and immediate identification
    of microservice performance degradation in downstream builds.
  language: Java
  resource_type: Plugin
  complexity: Beginner
  hierarchy:
  - CI/CD
  - Jenkins
  - Reporting Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'plugins.jenkins.io: gatling'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://plugins.jenkins.io/ghprb:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: A legacy Jenkins plugin designed to trigger builds based on GitHub Pull
    Request creation and updates. While widely deployed in historical systems, modern
    setups have largely replaced this tool with GitHub Branch Source or GitHub Actions
    for vastly superior security and performance.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Integration
  - Jenkins Plugins
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: GitHub Pull Request Builder Plugin
  addition_method: manual
  v2_locations:
  - git.md
https://plugins.jenkins.io/git:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A specialized extension plugin for Jenkins Git integration that automates
    pre-build branch merging. This enables immediate testing of incoming pull request
    commits against target branch heads before running main pipelines. Essential for
    verifying integration compatibility before deployment.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Integration
  - Jenkins Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: '**Git Plugin**: Merge Extensions'
  addition_method: manual
  v2_locations:
  - git.md
https://plugins.jenkins.io/git-forensics:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Analyzes Git repository commit histories to detect code smells, track
    code velocity, estimate file churn, and measure developer activity. Complements
    code quality scans by identifying high-risk areas of the codebase.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - SCM Integration
  - Git Standard
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Git Forensics
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/git-push:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Automates basic push operations back to git remotes directly from within
    pipeline steps. It wraps git command executions to let jobs commit generated changes,
    updates, or tags without requiring complex scripts.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Beginner
  hierarchy:
  - Continuous Integration
  - Source Code Management
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Git Push
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/github-autostatus:
  description: '- [github.com/jenkinsci/github-autostatus-plugin](https://github.com/jenkinsci/github-autostatus-plugin)'
  year: '2024'
  stars: 0
  ai_summary: Automatically sends multibranch pipeline run metrics, build status,
    and custom stage benchmarks straight to Grafana or InfluxDB systems. Exposes raw
    telemetry for granular query trends.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Observability
  - Telemetry
  - GitHub & Grafana Status
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Jenkins plugin to provide automatic status for multibranch jobs (Grafana)
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/github-branch-source:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The industry-standard Jenkins integration plugin for GitHub repos. It
    dynamically scans GitHub Organizations to construct multibranch pipelines, manages
    webhooks securely, and publishes build status reports to GitHub PRs. Highly recommended
    for robust Jenkins-centric hybrid cloud environments.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Integration
  - Jenkins Plugins
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'GitHub Branch Source Plugin:'
  addition_method: manual
  v2_locations:
  - git.md
https://plugins.jenkins.io/hashicorp-vault-plugin:
  description: '- [medium.com/@nanditasahu031: How to Integrate HashiCorp Vault with
    Jenkins to secure your Secrets](https://medium.com/@nanditasahu031/how-to-integrate-hashicorp-vault-with-jenkins-to-secure-your-secrets-f13bb36e28e9)'
  year: '2026'
  stars: 5
  ai_summary: Secures Jenkins builds by directly retrieving static and dynamic secrets
    from HashiCorp Vault. Supports AppRole, JWT, and Kubernetes authentication, completely
    bypassing local Jenkins credentials storage to prevent sprawl.
  language: Java
  resource_type: Plugin
  complexity: High
  hierarchy:
  - Security
  - Identity & Access
  - Secrets Engines
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "HashiCorp Vault \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/job-dsl:
  description: "- [Jenkins Job DSL API \U0001F31F](https://jenkinsci.github.io/job-dsl-plugin)\n
    \   - [Jenkins Job DSL Plugin documentation](https://github.com/jenkinsci/job-dsl-plugin#documentation)
    A Groovy DSL for Jenkins Jobs - Sweeeeet!"
  year: '2025'
  stars: 0
  ai_summary: The baseline plugin enabling declarative, Groovy-driven definitions
    of Jenkins jobs and folders. Integrates seamlessly with configuration-as-code
    models to allow automatic scaling of massive delivery pipelines.
  language: Groovy
  resource_type: Plugin
  complexity: Advanced
  hierarchy:
  - CI/CD Infrastructure
  - Configuration as Code
  - Job Generation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Job DSL Plugin \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/kubernetes:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: A foundational plugin that integrates Jenkins with Kubernetes clusters
    to dynamically provision Jenkins agent pods on-demand. By leveraging Kubernetes
    namespaces and resources, it ensures isolated build environments, scaling agent
    capacity up during intensive test stages and scaling down to save compute budget.
  language: Java
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - Automation
  - Jenkins Integration
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Jenkins Kubernetes Plugin
  addition_method: manual
  v2_locations:
  - jenkins.md
  - cicd-kubernetes-plugins.md
  - kubectl-commands.md
https://plugins.jenkins.io/kubernetes-cd:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A specialized Jenkins plugin designed to coordinate container deployment
    pipelines, allowing seamless application delivery onto Kubernetes clusters. It
    handles cluster authentication, manifest interpolation, and rollout verification,
    although modern enterprise GitOps architectures have largely transitioned target
    deployments to ArgoCD or Flux.
  language: Java
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - Automation
  - Deployment Tools
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Kubernetes Continuous Deploy
  addition_method: manual
  v2_locations:
  - jenkins.md
  - cicd-kubernetes-plugins.md
  - kubectl-commands.md
https://plugins.jenkins.io/kubernetes-cli:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Wraps the `kubectl` CLI utility in Jenkins workflows, configuring cluster
    credentials (`kubeconfig`) securely within a controlled scope. Simplifies interactions
    with remote Kubernetes control planes across multiple environments directly from
    pipeline scripts.
  language: Java
  resource_type: Plugin
  complexity: Low
  hierarchy:
  - CI/CD
  - Kubernetes & Cloud
  - CLI Integrations
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Kubernetes CLI \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/leastload:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Replaces the default Jenkins executor selection algorithm, routing build
    tasks to agents with the least active load instead of historical preference. Extremely
    useful in multi-tenant, heterogeneous physical or virtual VM agent environments.
  language: Java
  resource_type: Plugin
  complexity: Low
  hierarchy:
  - Infrastructure
  - Performance
  - Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Least Load
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/logstash:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Directs Jenkins build console logs to a remote Logstash instance or
    Elasticsearch backend in real-time, preventing high disk usage on the local controllers
    and standardizing logs storage.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Observability
  - Telemetry
  - Elastic Stack Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Logstash
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/matrix-auth:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Core security authorization plugin providing fine-grained access control
    tables. Allows administrators to define read, write, and execute permissions globally
    and per-project for specific users and groups inside Jenkins.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - Security
  - Identity & Access
  - Authorization
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Matrix Authorization Strategy \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/metrics:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Exposes critical Jenkins operational runtime metrics (thread pools,
    queue wait times, GC pause, heap usage) via the Dropwizard Metrics API. Serves
    as the back-end foundation for Prometheus/Grafana system dashboards.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Observability
  - Performance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Metrics
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/monitor-pro:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Exposes extended monitoring profiles for Jenkins infrastructure. Enhances
    native monitoring dashboards with modular status summaries and pipeline success
    rates.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Beginner
  hierarchy:
  - Observability
  - Dashboards & Visualization
  - Build Monitor
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Monitor Pro Plugin
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/nomad:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Enables dynamic worker provisioning across HashiCorp Nomad clusters.
    It translates pipeline requests into temporary Nomad execution tasks, supporting
    mixed workload distributions in multi-cloud topologies.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Advanced
  hierarchy:
  - Hybrid Infrastructure
  - Orchestration
  - HashiCorp Nomad
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Nomad
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/npm-yarn-wrapper-steps:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Provides pipeline wrapper steps for isolated Node.js, NPM, and Yarn
    configurations. It simplifies packages builds and credentials handling for modern
    frontend delivery pipelines.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Build Configuration
  - Node.js Build Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: NPM and Yarn Wrapper and Steps
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/openshift-client:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A vital Jenkins plugin that packages and injects the OpenShift CLI (oc)
    command tool directly into pipeline execution containers. It enables automation
    scripts to easily authenticate, query, and manipulate OpenShift namespaces, security
    context constraints (SCCs), and route resources.
  language: Java
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - OpenShift
  - CLI Tools
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: openshift-client
  addition_method: manual
  v2_locations:
  - jenkins.md
  - cicd-kubernetes-plugins.md
https://plugins.jenkins.io/openshift-deployer:
  description: ''
  year: '2018'
  stars: 1
  ai_summary: An older plugin designed for deploying applications to OpenShift V2/V3
    environments. Modern GitOps engines (ArgoCD) and OpenShift GitOps have largely
    replaced this plugin, rendering it legacy for newer cloud-native deployments.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - Kubernetes & Cloud
  - OpenShift Integration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: openshift-deployer
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/openshift-login:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Provides automated authentication against OpenShift clusters inside
    Jenkins pipelines, handling token retrieval and renewal seamlessly. Secures interactions
    with OpenShift API servers using temporary ServiceAccount tokens or OAuth configs.
  language: Java
  resource_type: Plugin
  complexity: Low
  hierarchy:
  - CI/CD
  - Kubernetes & Cloud
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: openshift-login
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/openshift-pipeline:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A key Jenkins integration designed to trigger and coordinate OpenShift
    source-to-image (S2I) and binary-to-image build pipelines directly from Jenkins
    stages. It bridges traditional centralized orchestration with OpenShift-native
    application delivery models. Modern workloads are increasingly migrating toward
    Tekton-based OpenShift Pipelines.
  language: Java
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - OpenShift
  - Pipelines
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: openshift-pipeline
  addition_method: manual
  v2_locations:
  - jenkins.md
  - cicd-kubernetes-plugins.md
https://plugins.jenkins.io/openshift-sync:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A specialized Jenkins plugin designed to continuously synchronize Jenkins
    Job states, configurations, and build logs directly with OpenShift’s Build configurations
    and pipelines. By unifying build states, it provides developers with a single
    dashboard experience within the native OpenShift console interface.
  language: Java
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - OpenShift
  - Synchronization
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: openshift-sync
  addition_method: manual
  v2_locations:
  - jenkins.md
  - cicd-kubernetes-plugins.md
https://plugins.jenkins.io/opentelemetry:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Emits pipeline execution traces, runtime metrics, and log payloads to
    compliant OpenTelemetry collectors. This provides DevOps engineers with direct
    observability, identifying step bottlenecks, parallel stage issues, and overall
    deployment latency.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Advanced
  hierarchy:
  - Observability
  - Telemetry
  - OpenTelemetry Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "OpenTelemetry \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/parameter-separator:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Enhances the visual layout of parameterized Jenkins jobs by adding custom
    line separators and CSS styled labels between fields. Helps organize massive build
    form structures for improved operator ergonomics.
  language: Java
  resource_type: Plugin
  complexity: Low
  hierarchy:
  - CI/CD
  - User Interface
  - Job Parameters
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Parameter Separator
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/performance:
  addition_method: manual
  content_hash: ac8365c7f6355c9f44fd8b637874ad88b3a0b97e04cae2d0ff299ff5fed78f4d
  description: ''
  health_score: 100.0
  last_checked: 1779031962.274726
  needs_ai_refresh: true
  stars: 0
  title: 'plugins.jenkins.io: performance'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  year: N/A
https://plugins.jenkins.io/pipeline-as-yaml:
  description: '- [ebook: Hands-on Pipeline as YAML with Jenkins: A Beginner''s Guide
    to Implement CI/CD Pipelines for Mobile, Hybrid, and Web Applications Using Jenkins
    (English Edition)](https://www.amazon.com/gp/product/B0976SB2YG)'
  year: '2024'
  stars: 3
  ai_summary: An alternative Jenkins pipeline engine allowing users to define build
    structures inside YAML instead of Groovy. Caters to teams seeking standard YAML
    CI definitions comparable to GitHub Actions or GitLab CI/CD, bridging the gap
    for Jenkins setups.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - Pipeline Definition
  - Declarative Alternatives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Pipeline as YAML (Incubated) \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/pipeline-graph-view:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Delivers a modernized and responsive visual interface for tracking pipeline
    execution runs. Replaces old visualization interfaces by providing clean DAG trees,
    making parallel step runs, sequential phases, and step execution statuses readily
    apparent to developers.
  language: JavaScript
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - User Experience
  - Visualization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "pipeline-graph-view \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/pipeline-maven:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Provides rich integration between Apache Maven executions and Jenkins
    Pipelines. It automatically tracks build artifacts, processes downstream test
    results (Surefire, Failsafe), and manages Maven-based dependency triggering across
    internal jobs.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - Build Tools
  - Maven
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "pipeline-maven: Pipeline Maven Integration \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/pipeline-utility-steps:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Adds standard pipeline steps for handling, editing, and reading file
    types like JSON, CSV, XML, YAML, and ZIP files. It is an essential utility for
    modern Jenkins configurations.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Pipelines
  - Utility Steps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Pipeline Utility Steps \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/plasticscm-mergebot:
  description: ''
  year: '2019'
  stars: 1
  ai_summary: A legacy Jenkins integration plugin designed to connect Plastic SCM's
    native MergeBot engine with continuous integration pipelines. It monitors merge
    requests and automates verification runs before checking changes back into the
    trunk.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Integration
  - Jenkins Plugins
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: PlasticSCM MergeBot Jenkins Plugin
  addition_method: manual
  v2_locations:
  - git.md
https://plugins.jenkins.io/plugin-usage-plugin:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Scans and maps which Jenkins jobs are actively using specific plugins.
    Unlocks clean optimization pathways for system administrators attempting to deprecate
    legacy plugins and reduce security attack vectors on bloated controller instances.
  language: Java
  resource_type: Plugin
  complexity: Low
  hierarchy:
  - Infrastructure
  - Administration
  - Auditing
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Plugin Usage
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/qftest:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Integrates QF-Test GUI automation results directly into Jenkins build
    pipelines. Tracks test execution metrics, outputs comprehensive reports, and generates
    quality pass/fail gates for Java Swing, JavaFX, and web applications.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - Quality Assurance
  - Testing Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: QF-Test
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/qualys-cs:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Enforces early-stage continuous security by triggering Qualys Container
    Security platform scans on newly built images. It evaluates configurations and
    critical software packages, stopping bad artifacts before they reach production
    registries.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Vulnerability Scanning
  - Container Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'qualys-cs: Qualys Container Scanning Connector'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/rapid7-insightvm-container-assessment:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Triggers Rapid7 InsightVM container scans on intermediate image stages
    to evaluate vulnerabilities and configurations, enforcing standard container security
    controls directly in the pipeline.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Vulnerability Scanning
  - Rapid7 Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: InsightVM Container Image Scanner
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/rest-list-parameter:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Constructs dynamic selection panels inside parameterized build forms
    by executing GET requests to third-party REST endpoints. It fetches real-time
    arrays (such as release versions or deployment targets) to prevent stale options.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Build Configuration
  - Integration Parameter
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: REST List Parameter
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/robot:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Integrates Robot Framework test results within Jenkins pipelines. Captures
    HTML test outputs, generates interactive charts showing trends, and allows granular
    compliance and build quality gate integration based on test run metrics.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - Quality Assurance
  - Testing Frameworks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Robot Framework
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/role-strategy:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Enterprise-standard authorization mechanism organizing users into dynamic
    Roles (Global, Project, Agent) matching LDAP/AD structures. Enables strict multi-tenant
    isolation and security boundaries in complex shared controllers.
  language: Java
  resource_type: Plugin
  complexity: High
  hierarchy:
  - Security
  - Identity & Access
  - Authorization
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Role-based Authorization Strategy \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/scm-filter-jervis:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An auxiliary Jenkins plugin designed to parse and filter repositories
    using Jervis YAML configuration files. Promotes automated, multi-branch pipeline
    generation based on Git root metadata files.
  language: Java
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - Pipeline as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: SCM Filter Jervis YAML Plugin
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/script-security:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An indispensable core security component that sandboxes Groovy code
    executed in Jenkinsfiles. It uses automatic code inspection and administrator-vetted
    whitelists to restrict pipelines from invoking high-privilege system APIs.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Advanced
  hierarchy:
  - Continuous Integration
  - Security
  - Sandbox Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Script Security
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/sonar:
  description: "- [SonarScanner for Jenkins \U0001F31F](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/scanners/jenkins-extension-sonarqube)
    SonarQube plugin for Jenkins with declarative pipeline"
  year: '2026'
  stars: 5
  ai_summary: The industry standard for integrating SonarQube analysis within Jenkins
    pipelines. Offers Declarative Pipeline compatibility, quality gate status checks,
    and automatic build failure triggers based on pre-defined security and code quality
    criteria.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - Security
  - Application Security
  - SAST
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "SonarQube Scanner \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/splunk-devops:
  description: '- [Splunk App for Jenkins](https://splunkbase.splunk.com/app/3332)'
  year: '2025'
  stars: 0
  ai_summary: Transmits build console output, operational metrics, test outcomes,
    and system execution telemetry directly to Splunk endpoints, supporting analytical
    dashboards and predictive alert triggers.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Observability
  - Telemetry
  - Splunk Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Splunk Plugins
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/sysdig-secure:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Integrates container image assessment into Jenkins pipelines by interfacing
    with Sysdig Secure. It scans image layers for vulnerabilities and compliance issues,
    failing runs programmatically if security thresholds are violated.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Vulnerability Scanning
  - Container Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig-secure: Sysdig Secure Container Image Scanner'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/syslog-logger:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Sends Jenkins system logs and build console output directly to a remote
    Syslog server. Useful for aggregating build logs into centralized SIEM or log
    management platforms like Splunk or ELK, eliminating local storage overhead on
    controller nodes. Highly beneficial for strict enterprise compliance and audit
    logging.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Observability
  - Logging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: syslog-logger
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/templating-engine:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An advanced alternative pipeline runtime engine decoupling overall operational
    workflows from specific developer tools. Rather than copy-pasting monolithic Jenkinsfiles,
    JTE allows central operations teams to provision abstract compliance configurations.
  language: Groovy
  resource_type: Plugin
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline Architecture
  - Enterprise Templating
  - Jenkins JTE
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "plugins.jenkins.io/templating-engine: Jenkins Template Engine JTE \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/text-finder:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Scans workspace files or console output logs for designated regular
    expressions, enabling automated job state alterations. It is used to systematically
    degrade a build status from success to unstable or failed upon encountering structural
    anomalies or error flags.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Beginner
  hierarchy:
  - Continuous Integration
  - Build Verification
  - Log Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Text Finder \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/uno-choice:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Enables the creation of complex cascading build parameters that update
    dynamically using Groovy scripts. This plugin provides a highly customizable user
    interface with interactive elements, allowing enterprise configurations to selectively
    constrain user input based on previous parameters.
  language: Groovy
  resource_type: Jenkins Plugin
  complexity: Advanced
  hierarchy:
  - Continuous Integration
  - Build Configuration
  - Dynamic Parameters
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Active Choices \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/vsphere-cloud:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Connects Jenkins pipelines with VMware vSphere virtualization instances
    to dynamically provision, revert, or decommission custom virtual machine agents,
    ensuring consistent environment state control.
  language: Java
  resource_type: Jenkins Plugin
  complexity: Advanced
  hierarchy:
  - Hybrid Infrastructure
  - Virtualization
  - VMware Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: vSphere cloud
  addition_method: manual
  v2_locations:
  - jenkins.md
https://plugins.jenkins.io/warnings-ng:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Collects and visualizes static analysis issues from over 100 compiler,
    linter, and scanner tools. Offers deep-dive dashboards, trend analysis, and granular
    quality-gates that dynamically fail builds on new warnings or security issues.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - Quality Assurance
  - Linter Integrations
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Warnings Next Generation \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://pmbanugo.me/faas-on-kubernetes-from-aws-lambda-api-gateway-to-knative-kong-api-gateway:
  addition_method: manual
  content_hash: 0b8ebabfdb979b169d2bb2a169cb22c3dc61ec656f5eec0eb6f3aa46f6ee6831
  health_score: 100.0
  last_checked: 1779033088.65747
  v1_locations:
  - docs/serverless.md
https://pod.chaoslever.com/hashicorp-under-ibms-wing:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Pod discussion analyzing the legal, license-level, and operational ramifications
    of IBM's acquisition of HashiCorp. Traces the market's response, the rise of the
    Linux Foundation's OpenTofu project, and subsequent shifts in corporate support
    and hybrid-cloud automation strategies in 2026.
  language: None
  resource_type: Podcast/Analysis
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Industry Landscape
  - Acquisitions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pod.chaoslever.com: HashiCorp Under IBM’s Wing'
  addition_method: manual
  v2_locations:
  - terraform.md
https://pod.chaoslever.com/redefining-virtualization-in-the-vmware-acquisition-era:
  addition_method: manual
  content_hash: a7ce2c390f58c7b192d8aea678cd364d763d180de5d0ab5800bb0b7dbc3c3eaa
  health_score: 100.0
  last_checked: 1779130495.019473
  needs_ai_refresh: true
  v1_locations: []
https://podcasts.apple.com/us/podcast/openai-podcast/id1820330260:
  addition_method: automatic
  ai_summary: '**Curator Insight:** Serves as a primary reference point for cloud
    architects aiming to understand the deployment realities, training heuristics,
    and infrastructure requirements behind leading LLM models.

    **Live Grounding:** The Apple Podcasts portal delivers unstructured technical
    sessions covering OpenAI''s internal product decisions and engineering optimizations.

    *   **Core Coverage:** Offers first-hand perspectives on API backward compatibility,
    vector-space search, real-world agent constraints, and the hardware bottlenecks
    of large-scale model serving.

    *   **Technical Depth:** Ideal for infrastructure engineers seeking to align enterprise
    system designs with the evolving roadmap of cognitive compute platforms.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: db721f4db55b195231a8170ff01ea228bd261d1bd83b49cc109d00cde1122877
  description: The official Apple Podcasts show page for the OpenAI Podcast, providing
    insights into frontier model development, product design, and researcher interviews.
  hierarchy:
  - Artificial Intelligence
  - Industry Insights
  - Podcasts
  is_microservice: false
  language: en
  last_checked: 1780352272.99402
  reputation_status: Vetted
  reputation_summary: Highly vetted. The official Apple Podcasts channel for OpenAI
    holds strong ratings and community interest.
  resource_type: audio
  social_preview_url: https://is1-ssl.mzstatic.com/image/thumb/Podcasts221/v4/d9/1b/91/d91b91c1-7b1a-0d84-7702-da8c4abb8c39/mza_12872078543701307403.jpeg/1200x1200bf-60.jpg
  source_provenance: X.com (OpenAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  title: The OpenAI Podcast on Apple Podcasts
  year: '2025'
https://podman-desktop.io:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The official product documentation for Podman Desktop, a premier enterprise-stable
    GUI dashboard designed to orchestrate local container runtimes and Kubernetes
    configurations. Key capabilities include visual multi-engine management, local
    cluster creation, and seamless extension integrations.
  language: TypeScript
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Graphical User Interfaces
  - Podman Desktop
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Podman Desktop
  addition_method: manual
  v2_locations:
  - container-managers.md
https://podman.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Podman delivers a daemonless container engine framework for executing,
    managing, and building OCI containers. Rootless orchestration patterns are native
    to Podman, allowing seamless integration with Linux systemd configurations.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Platform
  - Container Engines
  - Daemonless Runtimes
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: podman
  addition_method: manual
  v2_locations:
  - container-managers.md
https://podman.io/blogs/2020/06/29/podman-v2-announce.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The release announcement detailing Podman v2's updated architecture,
    notably the introduction of a new structured REST API. This release allows remote
    management of containers from macOS or Windows machines, bridging compatibility
    barriers to match modern hybrid-development requirements.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Containerization
  - Container Engines
  - Daemonless Execution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'podmain.io: Announcing Podman v2'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://pointbase.hashnode.dev/understand-docker-layers-by-example-run-instructions-impact:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031566.854718
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pointbase.hashnode.dev: Understand Docker layers by example : RUN instructions''
    Impact'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pointbase.hashnode.dev:
    Understand Docker layers by example : RUN instructions'' Impact in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://polarsquad.com/blog/check-your-kubernetes-deployments:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Presents an essential operational checklist for production-grade Kubernetes
    workloads. Warns against basic anti-patterns and covers CPU/Memory resource constraints,
    Pod Disruption Budgets, anti-affinity controls, and robust health checks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Reliability
  - Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'polarsquad.com: Check your Kubernetes deployments!'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://polarsquad.com/blog/stop-doing-pull-requests:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Critiques standard pull request queues in continuous deployment workflows.
    Recommends trunk-based development and pair programming as alternatives to reduce
    lead times and avoid integration batching.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'polarsquad.com: Stop doing pull requests'
  addition_method: manual
  v2_locations:
  - git.md
https://poloclub.github.io/cnn-explainer:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An interactive, visual demonstration of Convolutional Neural Networks
    (CNNs) designed to demystify mathematical operations like convolution, pooling,
    and activation functions. The tool lets engineers inspect intermediate layers
    of active models, mapping visual inputs to numerical transformations. This is
    a vital resource for platform engineers seeking a deep conceptual understanding
    of computer vision workloads.
  language: JavaScript
  resource_type: Interactive Explainer
  complexity: Intermediate
  hierarchy:
  - Artificial Intelligence
  - Machine Learning & Deep Learning Fundamentals
  - Neural Network Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'poloclub.github.io: What is a Convolutional Neural Network?'
  addition_method: manual
  v2_locations:
  - ai.md
https://poolofthought.com/how-to-implement-the-automerge-feature-that-is-missing-from-bitbucket-cloud:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: A detailed technical workaround explaining how to construct custom auto-merge
    features absent from Bitbucket Cloud. Outlines implementation architecture using
    webhooks, serverless functions (e.g., AWS Lambda), or external CI API controllers.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Bitbucket Automation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: How to Implement the Automerge feature that is missing from BitBucket cloud
  addition_method: manual
  v2_locations:
  - git.md
https://portal.cloud.hashicorp.com/vagrant/discover/ansible/tower:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A pre-configured Vagrant box used for local sandboxing, prototyping,
    and testing of Ansible Tower configurations. Useful for local legacy exploration
    but superseded by container-native and operator-based development local loops.
  language: Ruby
  resource_type: Box Config
  complexity: Beginner
  hierarchy:
  - Virtualization
  - Vagrant
  - Sandboxing
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'vagrant: ansible tower'
  addition_method: manual
  v2_locations:
  - ansible.md
https://portal.cloud.hashicorp.com/vagrant/discover/krlex/centos-awx:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A specific Vagrant box packaging AWX pre-installed on CentOS. Provides
    a historical self-contained laboratory for testing old iterations of AWX before
    the modern, mandatory transition to Kubernetes-based runtime platforms.
  language: Ruby
  resource_type: Box Config
  complexity: Beginner
  hierarchy:
  - Virtualization
  - Vagrant
  - Sandboxing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vagrant: centos-awx'
  addition_method: manual
  v2_locations:
  - ansible.md
https://portal.dev:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030975.527984
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: portal.dev
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering portal.dev
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://portal.kubevious.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031450.860318
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Kubevious SaaS: portal.kubevious.io'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Kubevious
    SaaS: portal.kubevious.io in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://portal.tutorialsdojo.com/product-category/aws/aws-digital-courses-2:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Features free, highly rated, detailed AWS digital courses hosted on
    Tutorials Dojo. Renowned for realistic exam simulations, conceptual cheat sheets,
    and deep architecture breakdowns that help engineers pass AWS Associate and Professional
    certifications.
  language: English
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Certification Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'portal.tutorialsdojo.com: AWS Digital Courses (free)'
  addition_method: manual
  v2_locations:
  - aws-training.md
https://porter.sh:
  description: ''
  addition_method: manual
  content_hash: e42516cff238c3b07fa77b7d1158bdf80be5aa95913be24ea8b594313a80a3f5
  health_score: 100.0
  last_checked: 1779031341.856052
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: Porter is an open-source tool built around the Cloud Native Application
    Bundle (CNAB) specification. By bundling Helm charts, Terraform configurations,
    and raw bash scripts into a single OCI-compliant registry artifact, it provides
    standardized enterprise installer flows.
  language: Go
  resource_type: Packaging CLI
  complexity: Advanced
  hierarchy:
  - GitOps & Delivery
  - Application Promotion
  - Packaging Formats
  is_microservice: false
  title: Porter
https://portswigger.net:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: vAPI is a self-hosted, intentionally vulnerable API environment designed
    to educate developers and security teams on the OWASP API Security Top 10 vulnerabilities.
  language: JavaScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - API Security
  - Testing
  - Lab
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'portswigger.net: Introducing vAPI – an open source lab environment to learn
    about API security'
  addition_method: manual
  v2_locations:
  - api.md
https://portswigger.net/daily-swig/introducing-vapi-an-open-source-lab-environment-to-learn-about-api-security:
  addition_method: manual
  content_hash: d85fc80de493313ace77dc75debeb3dd721c864a082b14638e63b03deaf8780e
  description: ''
  health_score: 100.0
  last_checked: 1779031694.735897
  stars: 0
  status: online
  title: 'portswigger.net: Introducing vAPI – an open source lab environment to learn''
    about API security'
  v1_locations:
  - docs/api.md
  year: N/A
https://portworx.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736036.115883
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Portworx
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Portworx
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://portworx.com/automating-kubernetes-data-management-with-gitops-autopilot:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032117.174103
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'portworx.com: Automating Kubernetes Data Management with GitOps & AutoPilot'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering portworx.com:
    Automating Kubernetes Data Management with GitOps & AutoPilot in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://portworx.com/how-to-backup-and-restore-elasticsearch-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032056.877129
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'portworx.com: How to backup and restore Elasticsearch on Kubernetes'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering portworx.com:
    How to backup and restore Elasticsearch on Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://portworx.com/implementing-data-security-on-red-hat-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031466.610198
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "portworx.com: Implementing Data Security on Red Hat OpenShift \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering portworx.com:
    Implementing Data Security on Red Hat OpenShift \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://portworx.com/kubernetes-backup-monitoring:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032039.341827
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'portworx.com: Monitoring Kubernetes Backup with Prometheus and Grafana'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering portworx.com:
    Monitoring Kubernetes Backup with Prometheus and Grafana in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://portworx.com/products/px-backup:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034332.438867
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: PX-Backup
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering PX-Backup
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://portworx.com/run-ha-elasticsearch-elk-red-hat-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032231.934204
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: How to Run HA Elasticsearch (ELK) on Red Hat OpenShift
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering How to
    Run HA Elasticsearch (ELK) on Red Hat OpenShift in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://portworx.com/tutorial-kubernetes-persistent-volumes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736036.68631
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'portworx.com: Kubernetes Persistent Volume Tutorial by Portworx'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering portworx.com:
    Kubernetes Persistent Volume Tutorial by Portworx in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://postgresapp.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Postgres.app is a self-contained PostgreSQL package for macOS. Ideal
    for developer environments, it simplifies local setups without requiring container
    overhead or complex Homebrew dependency configurations.
  language: Objective-C
  resource_type: Software Documentation
  complexity: Beginner
  hierarchy:
  - Databases
  - PostgreSQL
  - Local Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Postgres.app
  addition_method: manual
  v2_locations:
  - databases.md
https://postgrescheatsheet.com:
  addition_method: manual
  content_hash: e13b92ec97c475f5bbca0e02c32bb98d66b3fda0e538e7c155d595f7c066dc51
  description: ''
  health_score: 100.0
  last_checked: 1779032975.25849
  stars: 0
  status: online
  title: postgrescheatsheet.com
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://povilasv.me/kubernetes-node-local-dns-cache:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analytical guide showcasing how to verify, configure, and measure
    performance gains of NodeLocal DNSCache in high-throughput clusters. Details configuration
    paths, fallback mechanisms, and troubleshooting steps to resolve configuration
    mismatches between DNS cache pods and system resolvers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - DNS
  - Caching
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Kubernetes Node Local DNS Cache
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://powershellmagazine.com:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: An online resource providing technical deep-dives, tooling tips, and
    scripting practices authored by PowerShell MVPs and community leaders. It covers
    topics ranging from advanced function creation to system provisioning patterns.
    An enduring reference for intermediate and advanced developers searching for specialized
    scripting solutions.
  language: PowerShell
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Platform Automation & Tooling
  - Command Line Interface
  - PowerShell Magazine
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: powershellmagazine.com
  addition_method: manual
  v2_locations:
  - azure.md
https://prabirmahatha.hashnode.dev/jenkins-declarative-pipeline-with-docker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029948.2904
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'prabirmahatha.hashnode.dev: Jenkins Declarative Pipeline with Docker'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering prabirmahatha.hashnode.dev:
    Jenkins Declarative Pipeline with Docker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://practical365.com/connect-microsoft-graph-powershell-sdk:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Evaluates implementation challenges of the Microsoft Graph PowerShell
    SDK, highlighting auto-generated code behavior, version updates, and dependency
    footprint sizes.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Identity and Access
  - Microsoft Graph API
  - PowerShell SDK
  - Developer Ergonomics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'practical365.com: The Ups and Downs of Connecting to the Microsoft Graph
    Using the PowerShell SDK'
  addition_method: manual
  v2_locations:
  - azure.md
https://practical365.com/use-certificate-authentication-microsoft-graph-sdk:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Detailed guide on implementing secure Certificate-Based Authentication
    (CBA) within Microsoft Graph SDK connections. Eliminates dependency on static
    passwords, securing automated execution.
  language: PowerShell
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Identity and Access
  - Certificate Authentication
  - PowerShell SDK
  - Security Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'practical365.com: Using Certificate-based Authentication with the Microsoft
    Graph PowerShell SDK'
  addition_method: manual
  v2_locations:
  - azure.md
https://practicalkubernetes.blogspot.com/2022/01/making-case-for-kubernetes-operators.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses why operators are well-suited for stateful databases and complex
    storage platforms, translating operational procedures into reliable code loops.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Resources
  - Education
  - Value Proposition
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'practicalkubernetes.blogspot.com: Making the case for Kubernetes Operators'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://pradeepdaniel.medium.com/real-time-change-data-replication-to-snowflake-using-kafka-and-debezium-d6ebb0d4eb29:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033263.029352
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pradeepdaniel.medium.com: Creating an ETL data pipeline to sync data to''
    Snowflake using Kafka and Debezium'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pradeepdaniel.medium.com:
    Creating an ETL data pipeline to sync data to'' Snowflake using Kafka and Debezium
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pradeepl.com/blog/kubernetes/introduction-to-kubernetes-admission-controllers:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An overview of native Kubernetes admission plugins like LimitRanger,
    ResourceQuota, and NodeRestriction. Shows how to activate and orchestrate them
    to maintain tenant boundaries.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Security
  - Admission Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pradeepl.com: Introduction to Kubernetes Admission Controllers'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://prakashkumar0301.medium.com/blue-green-deployment-with-kubernetes-a37a534a2ef4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032961.100201
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'prakashkumar0301.medium.com: Blue-Green Deployment with Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering prakashkumar0301.medium.com:
    Blue-Green Deployment with Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://prashant-48386.medium.com/continuous-delivery-for-kubernetes-with-argo-cd-9d5f3b69f1db:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033759.151123
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'prashant-48386.medium.com: Continuous Delivery for Kubernetes With Argo''
    CD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering prashant-48386.medium.com:
    Continuous Delivery for Kubernetes With Argo'' CD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pratapreddypilaka.blogspot.com/2023/11/azure-finops-using-terraform-and.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A specialized guide documenting how to build predictive cost checking
    gates for Azure workloads inside Azure DevOps pipelines. Leverages Infracost to
    generate budget analysis summaries before applying changes.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - FinOps
  - Cost Estimation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pratapreddypilaka.blogspot.com: Azure FinOps using Terraform and Infracost
    - Finding the hourly or monthly cost before Azure DevOps Deployments'
  addition_method: manual
  v2_locations:
  - terraform.md
https://praveendandu24.medium.com/ansible-infrastructure-testing-to-test-aws-resources-bd8bdba9ab7c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034232.508061
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'praveendandu24.medium.com: Ensuring AWS Infrastructure Consistency with''
    Ansible Playbooks'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering praveendandu24.medium.com:
    Ensuring AWS Infrastructure Consistency with'' Ansible Playbooks in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://praveendandu24.medium.com/mastering-terraform-from-essential-commands-to-effortless-ec2-instance-provisioning-d2d25659450c
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031333.298378
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'praveendandu24.medium.com: Mastering Terraform: From Essential Commands''
    to Effortless EC2 Instance Provisioning'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering praveendandu24.medium.com:
    Mastering Terraform: From Essential Commands'' to Effortless EC2 Instance Provisioning
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://praveendandu24.medium.com/mastering-terraform-top-20-essential-commands-with-examples-for-beginners-1029852b419:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034579.874738
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'praveendandu24.medium.com: Mastering Terraform: Top 20 Essential Commands''
    with Examples for Beginners'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering praveendandu24.medium.com:
    Mastering Terraform: Top 20 Essential Commands'' with Examples for Beginners in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://praveendandu24.medium.com/understanding-the-differences-between-jenkins-scripted-and-declarative-pipeline-a-comprehensive-960826e26c2
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031507.230196
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'praveendandu24.medium.com: Understanding the Differences Between Jenkins''
    Scripted and Declarative Pipeline: A Comprehensive Guide with Real-World Examples'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering praveendandu24.medium.com:
    Understanding the Differences Between Jenkins'' Scripted and Declarative Pipeline:
    A Comprehensive Guide with Real-World Examples in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://praveendavidmathew.medium.com/data-driven-testing-per-request-without-using-data-file-aeb573b4f63a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034090.316217
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'praveendavidmathew.medium.com: Data driven testing per request without using''
    data file'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering praveendavidmathew.medium.com:
    Data driven testing per request without using'' data file in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://prcode.co.uk/2021/04/29/connect-azure-mysql-to-private-endpoint-with-terraform:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A specific, hands-on architectural walkthrough detailing how to provision
    and link an Azure Database for MySQL instance to a virtual network using Private
    Endpoints and private DNS zones in Terraform.
  language: English
  resource_type: Technical Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Database Security
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'prcode.co.uk: Connect Azure MySQL to Private Endpoint with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://prcode.co.uk/2022/02/08/terraform-code-quality:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An optimization guide examining programmatic code-quality practices
    for Terraform. Reviews how static code validation, standard structural constraints,
    linting, and formatting tools improve delivery confidence.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Code Quality
  - Linter
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'prcode.co.uk: Terraform Code Quality'
  addition_method: manual
  v2_locations:
  - terraform.md
https://pre-commit.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: A multi-language package manager designed to configure, run, and scale
    pre-commit hooks. It prevents secrets leaks, handles multi-language formatters,
    and implements fast static analysis before changes reach remote tracking branches.
    Live grounding confirms pre-commit as the absolute industry standard for local
    quality gates.
  language: Python
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Hooks
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: pre-commit
  addition_method: manual
  v2_locations:
  - git.md
https://priyankavergadia.substack.com/p/12-factor-agents-principles-for-building?r=65wvb:
  addition_method: automatic
  ai_summary: Written by Priyanka Vergadia, this guide provides a visual-first deep
    dive into the 12-Factor Agents framework. By categorizing the 12 principles into
    specific problem spaces, it details how developers can transition probabilistic
    LLM tasks into predictable, durable, and production-ready enterprise applications.
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: A visual and technical analysis of the 12-Factor Agents methodology,
    translating probabilistic runtime issues into deterministic microservice systems.
  hierarchy:
  - AI
  - AI Agents
  - Architectural Patterns
  - Visual Systems Engineering
  is_microservice: false
  language: en
  last_checked: 1780352849.031727
  reputation_status: Vetted
  reputation_summary: An exceptional visual and technical translation of complex agentic
    architecture concepts into structured, easily digestible diagrams.
  resource_type: Guide
  social_preview_url: ''
  source_provenance: X.com (pvergadia)
  stars: 4
  status: online
  suggested_new_category: visual-learning
  tags:
  - '[GUIDE]'
  - '[CASE STUDY]'
  title: '12-Factor Agents: Principles for Building Reliable LLM Applications'
  year: '2026'
https://priyankavergadia.substack.com/p/cpu-vs-gpu-vs-tpu-vs-npu-vs-dpu-vs?r=65wvb:
  addition_method: automatic
  ai_summary: '### Curator Insight

    This visual and technical guide systematically breaks down the specialized hardware
    accelerators dominating modern cloud and edge infrastructure. Priyanka Vergadia
    explains the mathematical and physical differences between chip architectures—ranging
    from tensor-optimized TPUs and neural-focused NPUs to networking-offloaded DPUs
    and latency-optimized LPUs. SREs and FinOps engineers will find actionable insights
    into workload-to-silicon mapping, directly addressing how selecting the wrong
    compute engine leads to massive financial waste.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: A comprehensive hardware accelerator guide comparing specialized chip
    architectures, their ideal cloud workloads, and cost-efficiency optimization.
  hierarchy:
  - Cloud Infrastructure
  - Hardware Acceleration
  - Compute Architectures
  impact_score: 88
  is_microservice: false
  language: English
  last_checked: 1780401702.548933
  reputation_status: Vetted
  reputation_summary: Authored by Priyanka Vergadia, 'The Cloud Girl', a leading visual
    advocate in cloud computing. Universally praised for its extreme clarity, visual
    architecture breakdowns, and hardware-efficiency relevance for cloud architects.
  resource_type: Article
  social_preview_url: ''
  source_provenance: X.com (pvergadia)
  stars: 4
  status: online
  suggested_new_category: cloud-hardware
  tags:
  - GUIDE
  title: CPU vs GPU vs TPU vs NPU vs DPU vs APU vs LPU
  year: '2026'
https://priyankavergadia.substack.com/p/the-layoffs-wont-stop-until-we:
  addition_method: automatic
  ai_summary: A high-density architectural and management analysis addressing the
    current software engineering paradox, where generative AI has exponentially boosted
    raw code outputs (inputs) without generating equivalent revenue outcomes. The
    critique details how organizational efficiency breaks down when the flow of features
    outpaces customer value, making the argument that tech layoffs will persist until
    companies master programmatic alignment and build filtering mechanisms to manage
    automated output. It provides essential strategic guidance for CTOs and engineering
    directors seeking to align automated development with organizational goals.
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: N/A
  description: A strategic industry critique analyzing how the gap between generative
    AI inputs and business outcomes continues to drive restructuring in software organizations.
  hierarchy:
  - Cloud Architecture
  - Generative AI
  - Engineering Management
  - Productivity Metrics
  impact_score: 82
  is_microservice: false
  language: en
  last_checked: 1780400585.971827
  reputation_status: Vetted
  reputation_summary: Priyanka Vergadia (The Cloud Girl) is a highly respected cloud
    technologist. Her analysis is widely shared across tech platforms like Hacker
    News and X, providing key strategic framing of generative AI integration bottlenecks
    [1.3.1].
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (pvergadia)
  stars: 4
  status: online
  suggested_new_category: engineering-management
  tags:
  - '[GUIDE]'
  - '[CASE STUDY]'
  title: The Layoffs Won't Stop Until We...
  year: '2026'
https://proandroiddev.com/continuous-integration-delivery-for-android-with-github-actions-part-1-b232ed2b1740:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029475.257048
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'proandroiddev.com: “Continuous Integration/Delivery” for Android with GitHub''
    Actions — Part 1'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering proandroiddev.com:
    “Continuous Integration/Delivery” for Android with GitHub'' Actions — Part 1 in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://proandroiddev.comimproving-ci-cd-pipeline-for-android-via-fastlane-and-github-actions-a635162d2c53:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034345.543316
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'proandroiddev.com: Improving CI/CD pipeline for Android via Fastlane and''
    GitHub Actions'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering proandroiddev.com:
    Improving CI/CD pipeline for Android via Fastlane and'' GitHub Actions in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://procodeguide.com/programming/polly-in-aspnet-core:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides a hands-on architectural approach to integrating Polly policy
    frameworks inside ASP.NET Core Web APIs. Details proper HttpClientFactory patterns,
    fallback strategies, and configuring resilient endpoint routing.
  language: C#
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Architecture & .NET Development
  - Microservices
  - Resilience Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'procodeguide.com: Build Resilient Microservices (Web API) using Polly in
    ASP.NET Core'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://programmer.ink/think/maven-scaffolding-best-practices.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031844.517397
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'programmer.ink: Maven scaffolding best practices'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering programmer.ink:
    Maven scaffolding best practices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://project-management.com/understanding-responsibility-assignment-matrix-raci-matrix:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the design and execution of the Responsibility Assignment Matrix
    (RACI), highlighting its critical role in multi-stakeholder enterprise engineering
    projects. Details how to clarify roles (Responsible, Accountable, Consulted, Informed)
    to eliminate organizational ambiguity and speed up operational decision-making.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Project Management
  - Governance
  - RACI Matrix
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Understanding Responsibility Assignment Matrix (RACI Matrix)
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://projector.cloud-mercato.com/projects/state-of-the-art-of-public-object-storage-europe:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A comprehensive, technical deep-dive analyzing European object storage
    performance, evaluating latency, transfer rates, and regulatory compliance (GDPR).
    Live grounding confirms that it is an invaluable tool for system designs requiring
    regional data sovereignty and optimal throughput-to-cost ratios.
  language: English
  resource_type: Reference/Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Benchmarks
  - Storage Analysis
  - Object Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloud-mercato.com: State of the art of Public Object Storage Europe \U0001F31F"
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://projects.eclipse.org/projects/technology.microprofile:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official Eclipse repository defining the MicroProfile specifications.
    It manages continuous updates to APIs dedicated to configuring, securing, and
    tracing lightweight enterprise microservices, bridging the gap between legacy
    application servers and ultra-fast Kubernetes environments.
  language: Java
  resource_type: Specification
  complexity: Advanced
  hierarchy:
  - Enterprise Java
  - MicroProfile
  - Specification
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Eclipse MicroProfile Project
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://promcat.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033062.652785
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Promcat: A resource catalog for enterprise-class Prometheus monitoring \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Promcat:
    A resource catalog for enterprise-class Prometheus monitoring \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://prometheus-community.github.io/helm-charts:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official Prometheus community Helm charts registry, housing the
    essential kube-prometheus-stack. This remains the absolute industry standard for
    managing Prometheus, Grafana dashboards, Alertmanager definitions, and metrics-collector
    sidecars.
  language: YAML
  resource_type: Chart Registry
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Prometheus Ecosystem
  - Helm Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "prometheus-community.github.io: Prometheus Community Kubernetes Helm Charts
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://prometheus-operator.dev:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official documentation portal for Prometheus Operator. The operator
    simplifies cloud-native metrics operations on Kubernetes. The operator introduces
    custom resource definitions (CRDs) like Prometheus, ServiceMonitor, PodMonitor,
    and Alertmanager, allowing declarative platform setups aligned with typical GitOps
    patterns.
  language: Go
  resource_type: Official Project
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "prometheus-operator.dev \U0001F31F"
  addition_method: manual
  v2_locations:
  - prometheus.md
https://prometheus.demo.do.prometheus.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031642.220456
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Prometheus Demo: prometheus.demo.do.prometheus.io \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Prometheus
    Demo: prometheus.demo.do.prometheus.io \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://prometheus.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official homepage for Prometheus, the graduated CNCF monitoring
    system. Prometheus utilizes a pull model over HTTP, a multi-dimensional data model
    with time-series metrics identified by key-value pairs, dynamic target discovery
    (Kubernetes API integration), and the specialized query language PromQL.
  language: Go
  resource_type: Official Project
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Core Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: '**prometheus.io**'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://prometheus.io/blog/2021/11/16/agent:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Covers the official introducing of Prometheus Agent Mode. Details an
    optimized, lightweight metrics forwarding mode that omits local query operations
    to cut resource budgets in high-scale environments.
  language: Go
  resource_type: Official Documentation
  complexity: Intermediate
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Agent Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'prometheus.io: Introducing Prometheus Agent Mode, an Efficient and Cloud-Native
    Way for Metric Forwarding'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://prometheus.io/docs/alerting/alertmanager:
  addition_method: manual
  content_hash: 9b8341f2b4d7e142f5fd9a60f353bf19a6c7ffeae34c7460cb575cc5bf3f66c5
  description: ''
  health_score: 100.0
  last_checked: 1779031800.074987
  stars: 0
  status: online
  title: prometheus.io/docs/alerting/alertmanager/
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://prometheus.io/docs/alerting/latest/alertmanager:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official Prometheus Alertmanager guide explaining notification deduplication,
    silent intervals, and dynamic routing to operations channels like Slack or PagerDuty.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Observability & Ops
  - Alerting & Telemetry
  - Alertmanager Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: prometheus.io/docs/alerting/alertmanager/
  addition_method: manual
  v2_locations:
  - ocp4.md
https://prometheus.io/docs/instrumenting/clientlibs:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official directory and guide for Prometheus client libraries. It
    lists first-party (Go, Java, Python, Ruby) and community-developed client SDKs
    used to instrument application code, manage thread-safe internal registry states,
    and expose HTTP endpoints for pull-based metric ingestion.
  language: Multi-language
  resource_type: Official Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Client Libraries
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Librerías cliente
  addition_method: manual
  v2_locations:
  - prometheus.md
https://prometheus.io/docs/instrumenting/exporters:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An extensive inventory tracking community and third-party metrics exporters
    for Prometheus. Bridges native non-instrumented services (e.g., databases, physical
    hardware) to the Prometheus pull framework.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Observability
  - Prometheus
  - Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Prometheus Third Party Exporters
  addition_method: manual
  v2_locations:
  - prometheus.md
https://prometheus.io/docs/instrumenting/writing_exporters:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official engineering guidelines for architecting Prometheus exporters.
    Focuses on core metric exposition design, label usage, scraping cycles, and custom
    translation layers to prevent performance overhead on monitored endpoints.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Observability
  - Prometheus
  - Custom Instrumentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'prometheus.io: Writing Exporters'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://prometheus.io/docs/introduction/comparison:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Official reference comparison of Prometheus against alternative timeseries
    systems like InfluxDB and OpenTelemetry. Highlights key differences regarding
    pull vs push architectures and dimensional data storage.
  language: Go
  resource_type: Official Documentation
  complexity: Intermediate
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Architecture Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "prometheus.io: Comparison to Alternatives \U0001F31F"
  addition_method: manual
  v2_locations:
  - prometheus.md
https://prometheus.io/docs/prometheus/latest/getting_started:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: First-steps reference for Prometheus integration. Demonstrates basic
    config targets, scrape intervals, validation mechanisms, and initial evaluations
    of metric payloads using the integrated expression browser.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Observability
  - Prometheus
  - Initial Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'prometheus.io: Getting Started'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://prometheus.io/docs/prometheus/latest/installation:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Core installation reference documentation for Prometheus. Covers local
    compilation, Docker container deployments, configuration structures, and standard
    runtime execution arguments.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Observability
  - Prometheus
  - Operational Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'prometheus.io: Installarion'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://prometheus.io/docs/prometheus/latest/querying/basics:
  addition_method: manual
  content_hash: 6089f0a3237e3bbea96cd43eb24a775668daaac88496cf6053ff5018447aedf4
  health_score: 100.0
  last_checked: 1779030440.296066
  needs_ai_refresh: true
  v1_locations:
  - docs/prometheus.md
https://prometheus.io/docs/prometheus/latest/storage:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Deep architectural dive into the internal engineering of Prometheus
    TSDB. Discusses memory-mapped files, write-ahead logging (WAL), chunk compression,
    compaction cycles, and dynamic metric block structures.
  language: Go
  resource_type: Official Documentation
  complexity: Advanced
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Core Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: '**Prometheus TSDB**'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://prometheus.io/download:
  addition_method: manual
  content_hash: 0edb7bc072193c2acce51e8bff80b0cda252524ed54487060b0c11ada3a3cb48
  description: ''
  health_score: 100.0
  last_checked: 1779034037.810109
  needs_ai_refresh: true
  stars: 0
  title: prometheus.io/download/
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://promitor.io:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An Azure Monitor collector that translates native Microsoft cloud diagnostics
    into a standard Prometheus-compatible API format, linking closed-source telemetry
    with open tools.
  language: C#
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Cloud Native Platforms
  - Azure
  - Azure Monitor Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Promitor \U0001F31F"
  addition_method: manual
  v2_locations:
  - prometheus.md
https://promlabs.com/blog/2022/12/11/avoid-these-6-mistakes-when-getting-started-with-prometheus:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes six critical anti-patterns when setting up Prometheus. Addresses
    excessive metrics cardinality, sub-optimal query designs using rate(), and failing
    to configure robust alert routing mechanisms.
  language: None
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'promlabs.com: Avoid These 6 Mistakes When Getting Started With Prometheus'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://promlens.com:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: PromLens is an advanced query builder and analyzer for PromQL. Created
    to help developers write, visualize, and debug complex PromQL expressions, it
    provides syntactic parsing, inline documentation, and tree-based diagnostic tools.
    Now integrated as an official Prometheus community project.
  language: Go
  resource_type: Technical Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Query Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "promlens.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - prometheus.md
https://promtools.dev:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030503.451458
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "PromTools: SLOs with Prometheus \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering PromTools:
    SLOs with Prometheus \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://proteon.com/2018/10/18/openshift-in-a-world-of-kubernetes-as-a-service:
  addition_method: manual
  content_hash: e8b590d93e0e0660934b69ccc68a72e81a3589ed893d3d8697277b8371247ddc
  health_score: 100.0
  last_checked: 1779029072.213885
  v1_locations:
  - docs/introduction.md
https://pub.towardsai.net/class-and-objects-in-python-with-examples-591c6ca95ee6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029862.760894
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pub.towardsai.net: Class and Objects in Python with Examples'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pub.towardsai.net:
    Class and Objects in Python with Examples in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pub.towardsai.net/oops-concept-in-python-b5f5833d57db:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031226.367887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pub.towardsai.net: OPs Concept in Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pub.towardsai.net:
    OPs Concept in Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pub.towardsai.net/python-zero-to-hero-with-examples-c7a5dedb968b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032756.602428
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pub.towardsai.net: Python: Zero to Hero with Examples'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pub.towardsai.net:
    Python: Zero to Hero with Examples in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pub.towardsai.net/software-engineering-baa4e7a8015c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030011.705157
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pub.towardsai.net: Deep Dive into Event-Driven architecture | Gul Ershad'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pub.towardsai.net:
    Deep Dive into Event-Driven architecture | Gul Ershad in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pub.towardsai.net/step-by-step-design-of-enhanced-entity-relationship-eer-in-mysql-1e0f8b9fe5d4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033764.965641
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pub.towardsai.net: Step-by-Step Design of Enhanced Entity-Relationship (EER)''
    in MySQL'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pub.towardsai.net:
    Step-by-Step Design of Enhanced Entity-Relationship (EER)'' in MySQL in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pub.towardsai.net/why-map-filter-and-reduce-functions-are-so-famous-4c8e42fd0755:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032095.037879
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pub.towardsai.net: Why Map(), Filter() And Reduce() Functions are so Famous?'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pub.towardsai.net:
    Why Map(), Filter() And Reduce() Functions are so Famous? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://publicapis.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A comprehensive index of public, developer-friendly APIs categorized
    by domain (e.g., weather, auth, finance). Serving as a core design-discovery tool,
    it enables engineers to rapidly find mock data, integration targets, and third-party
    solutions for prototyping.
  language: English
  resource_type: Directory
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - API Integration
  - Public Directories
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Public APIs Directory
  addition_method: manual
  v2_locations:
  - api.md
https://publications.opengroup.org:
  addition_method: manual
  content_hash: 7e186dade51304ec7495f7314cd362084e08a74f97b9896f41c781ea9a8816e8
  health_score: 100.0
  last_checked: 1779032017.526668
  v1_locations: []
https://pulpproject.org:
  description: ''
  year: '2010'
  stars: 4
  ai_summary: An enterprise-grade repository platform designed to host, manage, and
    distribute software packages and container images. Pulp supports multiple content
    formats (RPM, Python, Debian). Live Grounding establishes Pulp as a central piece
    of software supply chain security.
  language: Python
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Software Distribution
  - Package Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: pulpproject.org
  addition_method: manual
  v2_locations:
  - linux.md
https://pulsar.apache.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Apache Pulsar is a highly scalable distributed messaging platform utilizing
    a multi-layered design that isolates broker-level computation from BookKeeper-backed
    storage nodes. This architecture enables independent cluster scaling, seamless
    multi-tenancy, and advanced geo-replication features out of the box.
  language: Java
  resource_type: Streaming Platform
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Next-Gen Event Brokers
  - Pulsar
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Apache Pulsar
  addition_method: manual
  v2_locations:
  - message-queue.md
https://pulsemcp.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031096.738023
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: PulseMCP
  v1_locations:
  - docs/ai-agents-mcp.md
  v2_locations:
  - ai-agents-mcp.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering PulseMCP
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://puppet.com/resources/?refinementList%5Btype%5D%5B0%5D=Report&page=1&configure%5BhitsPerPage%5D=18:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032296.479196
  stars: 0
  title: State of DevOps Reports
  v1_locations: []
  year: N/A
https://puppet.com/resources/report/2015-state-devops-report:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033218.110984
  v1_locations:
  - docs/project-management-methodology.md
https://puppet.com/resources/report/2020-devops-salary-report:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032289.698098
  stars: 0
  title: 2020 DevOps Salary Report
  v1_locations: []
  year: N/A
https://puppet.com/resources/report/2020-state-of-devops-report:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029138.175615
  stars: 0
  title: 2020 State of DevOps Report
  v1_locations: []
  year: N/A
https://puppet.com/resources/report/2021-state-of-devops-report:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031649.47751
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "puppet.com: The 2021 State of DevOps Report is here! \U0001F31F"
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  - index.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering puppet.com:
    The 2021 State of DevOps Report is here! \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://puppet.com/resources/report/gartner-report-top-trends-impacting-infrastructure-and-operations-for-2021:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030472.973706
  stars: 0
  title: 2021 Gartner Report Top Trends Infra & Operations
  v1_locations: []
  year: N/A
https://purnapoudel.blogspot.com/2018/09/how-to-configure-postgresql-with-ssl-tls-on-kubernetes.html:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: An older but technically valid tutorial demonstrating SSL/TLS client
    certificate verification setup for PostgreSQL instances hosted within Kubernetes
    clusters. Employs K8s secrets to inject required server certificate authorities.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Databases
  - PostgreSQL
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'purnapoudel.blogspot.com: How to Configure PostgreSQL with SSL/TLS support
    on Kubernetes'
  addition_method: manual
  v2_locations:
  - databases.md
https://purushothamkdr453.medium.com/event-driven-autoscaling-in-kubernetes-using-keda-a0c16a383619:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029421.333207
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'purushothamkdr453.medium.com: Event driven autoscaling in kubernetes using''
    KEDA'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering purushothamkdr453.medium.com:
    Event driven autoscaling in kubernetes using'' KEDA in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pushbuildtestdeploy.com/jenkins-on-kubernetes-building-docker-images:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive technical guide exploring the orchestration of Jenkins
    agents inside Kubernetes. Illustrates how to dynamically provision agent pods
    to build and push Docker images using secure mechanisms like Kaniko or Docker-in-Docker
    (DinD).
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps & CI/CD
  - Jenkins
  - Kubernetes Agents
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "pushbuildtestdeploy.com/jenkins-on-kubernetes-building-docker-images \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://px.dev:
  description: ''
  addition_method: manual
  content_hash: f3a94ea841084654a9fe071993c2e958d50be1fc40ff5a642720ac8fb15a35fa
  health_score: 100.0
  last_checked: 1779034521.045309
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: Pixie is a CNCF-sandbox eBPF-driven observability platform designed
    to monitor Kubernetes workloads with zero manual code instrumentation. It dynamically
    gathers telemetry data including network flow and CPU usage profiles by tapping
    directly into the Linux kernel.
  language: C++ / Go / Python
  resource_type: Observability Platform
  complexity: Advanced
  hierarchy:
  - Observability & Diagnostics
  - eBPF Observability
  - Application Monitoring
  is_microservice: true
  title: 'px.dev: Pixie'
https://pygithub.readthedocs.io:
  addition_method: manual
  content_hash: 2d6797083f293d4e4529dff4890fdde2ace87d08f3c9f9b8aeae89338f5c7c59
  health_score: 100.0
  last_checked: 1779029628.697027
  v1_locations:
  - docs/python.md
https://pymotw.com:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Curator Insight details PyMOTW-3 as an exemplary reference for Python
    3 standard library functionality. Live Grounding confirms its status as an industry-standard
    guide, demonstrating clean, optimized uses of native packages like asyncio or
    concurrent.futures to reduce dependencies in critical systems.
  language: Python
  resource_type: Resource Portal
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Python
  - Standard Library Reference
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Python 3 standard library Module of the Week, Doug Hellmann
  addition_method: manual
  v2_locations:
  - python.md
https://pymotw.com/2:
  description: ''
  year: '2017'
  stars: 3
  ai_summary: Curator Insight references the legacy Python 2.x PyMOTW collection.
    Live Grounding emphasizes its value solely as an architectural translation catalog
    for software archeologists modernizing enterprise codebases to secure Python 3.x
    specifications.
  language: Python
  resource_type: Resource Portal
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Python
  - Standard Library Reference
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Python 2 standard library Module of the Week, Doug Hellmann
  addition_method: manual
  v2_locations:
  - python.md
https://pypi.org/project/airflow-provider-mlflow:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: An official PyPI integration package bridging Apache Airflow workflows
    and MLflow experiment runs. Provides customized operators and hooks to dynamically
    log metrics, register models, and fetch operational parameters inside enterprise
    scheduled orchestration DAGs.
  language: Python
  resource_type: Package
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Orchestration
  - Airflow Providers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: pypi.org/project/airflow-provider-mlflow
  addition_method: manual
  v2_locations:
  - mlops.md
https://pypi.org/project/ansible-navigator:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A core CLI/TUI interactive developer environment tool for managing,
    reviewing, and linting playbooks within containerized Execution Environments.
    Replaces legacy direct CLI runs.
  language: Python
  resource_type: github_repo
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible Developer Tooling
  - CLI & TUI
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "pypi.org: ansible-navigator \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://pypi.org/project/ec2-ssh-yplan:
  description: ''
  year: '2016'
  stars: 2
  ai_summary: Curator Insight presents a set of CLI wrappers for resolving AWS EC2
    instance metadata to facilitate fast SSH access. Live Grounding indicates that
    modern secure architectures prioritize AWS Systems Manager Session Manager (SSM)
    and private endpoint setups over direct, port-22 SSH routing models.
  language: Python
  resource_type: CLI Tool
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - DevOps
  - Command Line Utilities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ec2-ssh-yplan: A pair of command line utilities for finding and SSH-ing
    into your Amazon EC2 instances by tag (such as ‘Name’)'
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://pypi.org/project/http-sfv:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A Python implementation of RFC 8941 for parsing and serializing HTTP
    Structured Field Values (SFV). This library provides software architects with
    a robust, spec-compliant mechanism to safely decode and encode structured headers
    at the application level, minimizing edge-case parsing vulnerabilities in API
    microservices.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Web Architecture
  - HTTP Protocols
  - Python Libraries
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'http-sfv: HTTP Structured Field Values in Python'
  addition_method: manual
  v2_locations:
  - networking.md
https://pypi.org/project/latexify-py:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Utility library designed to compile executable Python math expressions
    directly into clean, standardized LaTeX code blocks. Accelerates documentation,
    research reports, and technical publication workflows directly from dynamic codebases.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Mathematical Modeling
  - Utility Libraries
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: pypi.org/project/latexify-py
  addition_method: manual
  v2_locations:
  - python.md
https://pypi.org/project/pddb:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Curator Insight introduces pddb as a RESTful web service exposing Pandas
    dataframes via structured queries. Live Grounding highlights that while highly
    effective for localized prototyping, it lacks transactional guarantees, requiring
    migration to OLAP engines like DuckDB for production scaling.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Data Engineering
  - Database Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: PandasDatabase is a RESTful database engine application built on top of Pandas
  addition_method: manual
  v2_locations:
  - python.md
https://pypi.org/project/strimzi-kafka-cli:
  addition_method: manual
  content_hash: e91d38d69d4f98d0f37444e19173877101130412df85716ec98ad7ce8ab74f80
  health_score: 100.0
  last_checked: 1779029118.651145
  v1_locations:
  - docs/message-queue.md
https://pypi.python.org/pypi/ec2-ssh-yplan:
  addition_method: manual
  content_hash: e91d38d69d4f98d0f37444e19173877101130412df85716ec98ad7ce8ab74f80
  description: ''
  health_score: 100.0
  last_checked: 1779029110.581426
  stars: 0
  status: online
  title: 'ec2-ssh-yplan: A pair of command line utilities for finding and SSH-ing''
    into your Amazon EC2 instances by tag (such as ‘Name’)'
  v1_locations:
  - docs/aws-tools-scripts.md
  - docs/python.md
  year: N/A
https://pypi.python.org/pypi/gabbi:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Curator Insight introduces Gabbi as a declarative, YAML-driven integration
    and validation engine for HTTP endpoints. Live Grounding demonstrates its ongoing
    value in microservice testing pipelines, allowing engineers to quickly declare
    complex request-response chains without writing boilerplate imperative testing
    code.
  language: Python
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - API Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: gabbi - Declarative HTTP testing library pypi
  addition_method: manual
  v2_locations:
  - python.md
https://pypi.python.org/pypi/pddb:
  addition_method: manual
  content_hash: e91d38d69d4f98d0f37444e19173877101130412df85716ec98ad7ce8ab74f80
  description: ''
  health_score: 100.0
  last_checked: 1779032105.939797
  stars: 0
  status: online
  title: PandasDatabase is a RESTful database engine application built on top of Pandas
  v1_locations:
  - docs/python.md
  year: N/A
https://python.plainenglish.io/15-github-repos-that-every-developers-must-bookmark-right-now-eee01db63977:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031438.079982
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'python.plainenglish.io: 15 GitHub Repos That Every Developers Must Bookmark''
    Right Now'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering python.plainenglish.io:
    15 GitHub Repos That Every Developers Must Bookmark'' Right Now in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://python.plainenglish.io/how-to-perform-read-and-write-operations-on-json-files-in-python-a5bac724320d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030986.1495
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==python.plainenglish.io: How to Perform Read and Write Operations on JSON''
    Files in Python=='
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==python.plainenglish.io:
    How to Perform Read and Write Operations on JSON'' Files in Python== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://python.plainenglish.io/its-time-to-say-goodbye-to-these-obsolete-python-libraries-7c02aa77d84a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033844.710576
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "python.plainenglish.io: It’s Time to Say Goodbye to These Obsolete Python'
    Libraries \U0001F31F"
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering python.plainenglish.io:
    It’s Time to Say Goodbye to These Obsolete Python' Libraries \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://python.plainenglish.io/python-snippets-7e8dcbeae26e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030443.010396
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'python.plainenglish.io: 12 Python Snippets That Will Boost Your Productivity'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering python.plainenglish.io:
    12 Python Snippets That Will Boost Your Productivity in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://python.plainenglish.io/rest-a-quick-guide-to-building-scalable-and-flexible-systems-using-http-62154841eefd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030587.384854
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'python.plainenglish.io: REST: A Quick Guide to Building Scalable and Flexible''
    Systems Using HTTP'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering python.plainenglish.io:
    REST: A Quick Guide to Building Scalable and Flexible'' Systems Using HTTP in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://python.plainenglish.io/special-methods-that-will-change-how-you-build-classes-in-python-cd0226b52eb6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031793.51943
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'python.plainenglish.io: Special Methods Will Change How You Write Classes''
    in Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering python.plainenglish.io:
    Special Methods Will Change How You Write Classes'' in Python in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://python.plainenglish.io/ultimate-python-cheat-sheet-f2930e08669c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033784.683006
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'python.plainenglish.io: The Ultimate Python Cheat Sheet | Muhammad Umair'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering python.plainenglish.io:
    The Ultimate Python Cheat Sheet | Muhammad Umair in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://python.plainenglish.io/who-writes-better-code-github-copilot-or-gpt-3-9e7441650c9b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032103.680529
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'python.plainenglish.io: Who Writes Better Code: GitHub CoPilot or GPT-3?'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering python.plainenglish.io:
    Who Writes Better Code: GitHub CoPilot or GPT-3? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://pythonium.net/mockapy:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A lightweight Python utility designed to mock and generate synthetic
    payloads for REST and RPC interfaces, speeding up Python-based backend integration
    pipelines.
  language: Python
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - API Tooling
  - Mocking
  - Mockapy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: mockapy
  addition_method: manual
  v2_locations:
  - api.md
https://pythonsimplified.com/how-to-schedule-python-scripts-using-schedule-library:
  addition_method: manual
  content_hash: dae11ecab4c0b5eaf762b442c88a5d88d4874362e721a1204aee73fce5f5cb8c
  description: ''
  health_score: 100.0
  last_checked: 1779029134.969641
  stars: 0
  status: online
  title: 'pythonsimplified.com: How to schedule Python scripts using schedule library'
  v1_locations:
  - docs/python.md
  year: N/A
https://pythonspeed.com/articles/docker-buildkit:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes the shift to BuildKit as the primary engine compiler. Evaluates
    features including multi-stage parallelization, secret mounting without environment
    leaks, and advanced build-cache mounts.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Build Optimization
  - BuildKit
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pythonspeed.com: Docker BuildKit: faster builds, new features, and now it’s
    stable'
  addition_method: manual
  v2_locations:
  - docker.md
https://pythonspeed.com/articles/docker-performance-overhead:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details performance degradation anomalies caused by container virtualization.
    Focuses on CPU hyper-threading constraints, memory allocation overhead, and VM
    barriers on macOS/Windows, highlighting how these dynamics can distort micro-benchmarks.
  language: English
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Performance
  - Diagnostics
  - Performance Benchmarking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pythonspeed.com: Docker can slow down your code and distort your benchmarks'
  addition_method: manual
  v2_locations:
  - docker.md
https://pythonspeed.com/articles/dockerizing-python-is-hard:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Critically evaluates common Dockerfile patterns. Highlights failure
    vectors like poor caching strategies, bloated build images, and running containers
    as root. Offers concrete engineering improvements for Python.
  language: Dockerfile
  resource_type: Critical Analysis
  complexity: Intermediate
  hierarchy:
  - Security
  - Container Security
  - Dockerfile optimization
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "Broken by default: why you should avoid most Dockerfile example \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://pythonspeed.com/articles/dont-need-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Exposes the post-adoption operational complexities of Kubernetes, including
    networking, resource allocation, and storage management. Guides teams to use simpler
    alternatives early in product lifecycles.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Anti-patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: “Let’s use Kubernetes!” Now you have 8 problems
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://pythonspeed.com/articles/gitlab-build-docker-image:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed technical guide comparing Docker-in-Docker (DinD) and Podman
    for building container images in GitLab CI. Evaluates speed, safety, system privileges,
    and alternative rootless compilation methods within Kubernetes runners.
  language: Bash
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Collaborative Platforms
  - Continuous Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "pythonspeed.com: Building Docker images on GitLab CI: Docker-in-Docker and
    Podman \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://pythonspeed.com/articles/json-memory-streaming:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A rigorous guide covering memory-efficient streaming parsing of massive
    JSON datasets in Python. Discusses memory-mapped files and iterative parsing libraries
    (ijson) to prevent Out-of-Memory (OOM) situations during batch processing.
  language: Python
  resource_type: Technical Article
  complexity: High
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Performance & Parsing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pythonspeed.com: Processing large JSON files in Python without running out
    of memory'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://pythonspeed.com/articles/podman-buildkit:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An advanced technical guide exploring how to configure rootless Podman
    to work with BuildKit, the high-performance image compiler. This configuration
    combines BuildKit's aggressive layer caching and multi-stage build speed optimizations
    with Podman's secure, unprivileged execution profile for modern container pipelines.
  language: Shell
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Image Synthesis
  - BuildKit Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "pythonspeed.com: Using Podman with BuildKit, the better Docker image builder
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://pythonspeed.com/articles/security-updates-in-docker:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A critical security analysis debunking the 'best practice' of pinning
    exact image digests (e.g., sha256 hashes) without implementing an automated dependency
    updater. Explains how this practice locks in critical OS vulnerabilities and stops
    security patches from propagating.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Image Engineering
  - Vulnerability Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pythonspeed.com: The worst so-called “best practice” for Docker'
  addition_method: manual
  v2_locations:
  - docker.md
https://pythonspeed.com/articles/shell-scripts:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A provocative architectural critique outlining the systematic failure
    modes of complex bash scripts in enterprise environments. It advocates for transitioning
    back to robust, typed languages like Python for complex logic. Live Grounding
    highlights this paradigm shift in DevOps, where script complexity mandates structured
    programming.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Best Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'pythonspeed.com: Please stop writing shell scripts'
  addition_method: manual
  v2_locations:
  - linux.md
https://pyvideo.org:
  description: ''
  year: '2011'
  stars: 0
  ai_summary: Large-scale index mapping PyCon keynotes and technical conference recordings.
    It offers an extensive historical database of advanced talks on performance engineering,
    system design, and AI integrations.
  language: HTML
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Community Media
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: pyvideo.org
  addition_method: manual
  v2_locations:
  - python.md
https://pyvideo.org/video/2987/managing-the-cloud-with-a-few-lines-of-python:
  description: ''
  year: '2014'
  stars: 2
  ai_summary: Curator Insight indexes a EuroPython presentation on utilizing Python
    to script cloud systems. Live Grounding positions this as a major historical milestone,
    showcasing the fundamental paradigms that enabled modern declarative and programmatic
    Infrastructure-as-Code (IaC) architectures.
  language: Python
  resource_type: Video Presentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - DevOps
  - Cloud Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Managing the Cloud with a Few Lines of Python (EuroPython 2014)
  addition_method: manual
  v2_locations:
  - python.md
https://pyvideo.org/video/3460/dont-make-us-say-we-told-you-so-virtualenv-for:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Practical video guide showing dependency isolation patterns with `virtualenv`.
    Discusses global library pollution issues and modern environment alternatives.
  language: Python
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Package Management
  - Virtual Environments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Don''t Make Us Say We Told You So: virtualenv for New Pythonistas'
  addition_method: manual
  v2_locations:
  - python.md
https://qainsights.com/deploy-jmeter-on-aws-using-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736236.271306
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'qainsights.com: Deploy JMeter on AWS using Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering qainsights.com:
    Deploy JMeter on AWS using Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://qautomation.blog/2019/05/03/power-full-load-testing-tool-gatling:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032539.993353
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'qautomation.blog: Power Full Load Testing Tool : Gatling'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering qautomation.blog:
    Power Full Load Testing Tool : Gatling in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://qautomation.blog/2019/05/07/how-to-run-selenium-script-in-jmeter:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030115.322726
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'qautomation.blog: How to run selenium script in JMeter'
  v1_locations:
  - docs/test-automation-frameworks.md
  v2_locations:
  - test-automation-frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering qautomation.blog:
    How to run selenium script in JMeter in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://qdnqn.com/create-kubernetes-yaml-definitions-using-go-and-cdk8s:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029189.698322
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'qdnqn.com: Kubernetes objects from Go to YAML using Cdk8s'
  v1_locations:
  - docs/kubernetes-client-libraries.md
  v2_locations:
  - kubernetes-client-libraries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering qdnqn.com:
    Kubernetes objects from Go to YAML using Cdk8s in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://qdnqn.com/creating-kubernetes-operator-using-kubebuilder:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029805.241217
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'qdnqn.com: Creating Kubernetes operator using Kubebuilder'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering qdnqn.com:
    Creating Kubernetes operator using Kubebuilder in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://qlinh.com/infosec/2020/09/30/threat-detection-with-kubernetes-audit-logs.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Detailed security analysis explaining how to configure the Kubernetes
    API server audit logging policy to capture active cluster states. Provides techniques
    for piping log streams to SIEM systems to detect privilege escalation, unauthorized
    namespace actions, and suspicious API execution.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Log Management & Diagnostics
  - Audit Logging
  - Threat Detection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'qlinh.com: Leveraging Kubernetes audit logs for threat detection'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://quandarycg.com/everything-you-need-to-know-about-integrations:
  addition_method: manual
  content_hash: 65f6b1e67c673a85db75afc47e6bf3fd1a03701f4e1bdb163f7f8f74b64f6894
  description: ''
  health_score: 100.0
  last_checked: 1779029689.426516
  stars: 0
  status: online
  title: "quandarycg.com: Everything You Need To Know About System Integration (And'
    IPaaS) \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://quarkus.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Official landing page for Quarkus, the 'Supersonic Subatomic Java' framework
    designed explicitly for GraalVM and OpenJDK. Quarkus optimizes Java applications
    for Kubernetes by providing incredibly low memory footprints and near-instant
    startup speeds (sub-millisecond boot). Over the years, it has matured into a powerful
    enterprise competitor to Spring Boot, specifically for serverless and container-dense
    runtimes.
  language: Java
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Core Runtime
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: quarkus.io
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://quarkus.io/blog/decathlon-user-story:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: Outlines Decathlon's development of VCStream, a high-throughput messaging
    platform built on Quarkus to optimize its global supply and value chain. Quarkus's
    sub-atomic, reactive execution model allowed Decathlon to dramatically reduce
    memory footprint and startup times compared to traditional Spring Boot setups.
    The architecture utilizes reactive streams and Kafka integrations to deliver real-time
    data synchronization at scale.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - System Architecture
  - Messaging Systems
  - Event-Driven Microservices
  tags:
  - '[CASE STUDY]'
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'quarkus.io: VCStream: a new messaging platform for DECATHLON’s Value Chain,
    built on Quarkus'
  addition_method: manual
  v2_locations:
  - customer.md
https://quarkus.io/blog/march-of-ides:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Announcement outlining the deep integration of Quarkus tooling inside
    prominent IDEs (VS Code, IntelliJ IDEA, and Eclipse). Highlighted features include
    YAML autocomplete, active configuration hints, and seamless dev-mode execution
    within the editor window. This ecosystem maturation significantly boosted corporate
    adoption by providing parity with established IDE-supported frameworks.
  language: Java
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'quarkus.io: Quarkus support in IDE''s'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://quarkus.io/blog/quarkus-for-spring-developers:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A strategic blog aimed at easing the migration path for developers transitioning
    from Spring Boot to Quarkus. It demonstrates how Quarkus supports Spring extension
    APIs (such as Spring DI, Web, and Data JPA) to lower the cognitive barrier. It
    proves that developers can retain Spring APIs while benefiting from Quarkus's
    exceptional performance and native compilation.
  language: Java
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Migration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'quarkus.io: Quarkus for Spring Developers'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://quarkus.io/guides/dev-ui:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Detailed documentation of Quarkus's built-in Dev UI console, accessible
    locally during runtime dev mode. It permits developers to visualize configured
    properties, inspect active extensions, inspect database logs, and trigger custom
    events from a web browser interface. Architecturally, it streamlines internal-loop
    operations and minimizes standard context switching during active development.
  language: Java
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Developer Experience
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "Quarkus - Dev UI \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://quay.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Quay.io is Red Hat's enterprise-grade hosting platform for container
    images, offering advanced security and vulnerability scanning. It provides built-in
    support for fine-grained access control, geographic replication, and integration
    with external identity providers. Quay serves as a critical infrastructure backbone
    for secure container image distribution across large scale cluster topologies.
  language: N/A
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure Security
  - Container Registries
  - Quay
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Quay.io
  addition_method: manual
  v2_locations:
  - ocp4.md
https://quickref.me/index.html:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: QuickRef.ME offers highly organized cheat sheets covering major programming
    languages, CLI utilities, databases, and platform architectures. It serves as
    a rapid reference dashboard that reduces lookup overhead during continuous programming
    cycles.
  language: N/A
  resource_type: Reference Portal
  complexity: Beginner
  hierarchy:
  - Developer Tooling
  - Developer Knowledge
  - Cheat Sheets
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: QuickRef.ME - Quick Reference Cheat Sheets
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://qvault.io/2020/10/26/how-to-restart-all-pods-in-a-kubernetes-namespace:
  addition_method: manual
  content_hash: f06df5f3ed70bf23bd559be1a007e58cfd18bb3b7c4b07c3b319f33aa0fb5b50
  description: ''
  health_score: 100.0
  last_checked: 1779034482.981529
  stars: 0
  status: online
  title: 'qvault.io: How to Restart All Pods in a Kubernetes Namespace'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://raesene.github.io/blog/2022/07/03/lets-talk-about-kubernetes-on-the-internet:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An urgent analytical overview assessing why many Kubernetes API control
    planes remain directly visible on the public internet. Discusses host-level firewall
    configurations, securing the Kubelet interface, and utilizing private API cluster
    features in major cloud providers. Emphasizes basic perimeter hygiene.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Network Security
  - Internet Exposure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'raesene.github.io: Let''s talk about Kubernetes on the Internet'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://raesene.github.io/blog/2022/08/14/auditing-rbac-redux:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highly detailed assessment of tools and manual approaches used to audit
    RBAC permissions. Looks at the attack surface exposed by privileged service accounts
    and API server access loopholes, providing concrete defensive guidance.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  - Security Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'raesene.github.io: Auditing RBAC - Redux'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://rafay.co/ai-and-cloud-native-blog/helm-chart-hooks-tutorial:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive breakdown of Helm lifecycle hooks (e.g., pre-install,
    post-upgrade). Explains how to coordinate prerequisite checks, execute database
    migrations, or trigger custom operations outside of standard deployment routines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Helm Hooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'rafay.co: Helm Chart Hooks Tutorial'
  addition_method: manual
  v2_locations:
  - helm.md
https://rafay.co/the-kubernetes-current/helm-chart-hooks-tutorial:
  addition_method: manual
  content_hash: 1f146de96cd77a1315d26ed98eb1c661070463cff056290d037a9fcd76c553e4
  description: ''
  health_score: 100.0
  last_checked: 1779030235.43243
  stars: 0
  status: online
  title: 'rafay.co: Helm Chart Hooks Tutorial'
  v1_locations:
  - docs/helm.md
  year: N/A
https://raft.github.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An interactive educational visualizer for the Raft Consensus Algorithm,
    designed to be more understandable than Paxos. Covers leader election, log replication,
    safety mechanisms, and cluster membership changes in highly consistent databases.
  language: English
  resource_type: Interactive Guide
  complexity: Advanced
  hierarchy:
  - Distributed Systems
  - Consensus
  - Algorithms
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "The Raft Consensus Algorithm \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://rahulbhatia1998.medium.com/designing-a-multi-region-kubernetes-cluster-for-disaster-recovery-on-aws-eks-0a0a98ad5854:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029472.482743
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'rahulbhatia1998.medium.com: Designing A Multi-Region Kubernetes Cluster''
    For Disaster Recovery On AWS EKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering rahulbhatia1998.medium.com:
    Designing A Multi-Region Kubernetes Cluster'' For Disaster Recovery On AWS EKS
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://rahulh123.medium.com/choosing-the-right-architecture-monolithic-vs-microservices-analyzing-requirements-for-success-70d681f6a1d0
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031711.822829
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'rahulh123.medium.com: Choosing the Right Architecture: Monolithic vs. Microservices''
    — Analyzing Requirements for Success'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering rahulh123.medium.com:
    Choosing the Right Architecture: Monolithic vs. Microservices'' — Analyzing Requirements
    for Success in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://rajansahu713.medium.com/hands-on-guide-to-restful-api-using-flask-python-16270f866ffe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032793.173341
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'rajansahu713.medium.com: Hands-On Guide to Restful API using Flask Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering rajansahu713.medium.com:
    Hands-On Guide to Restful API using Flask Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://rajivsharma-2205.medium.com/demystify-how-traffic-reaches-directly-to-pod-on-using-alb-ingress-kubernetes-io-target-type-ip-f2d1be346b46
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031099.119272
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'rajivsharma-2205.medium.com: Demystify how traffic reaches directly to pod''
    on using alb.ingress.kubernetes.io/target-type: ip'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering rajivsharma-2205.medium.com:
    Demystify how traffic reaches directly to pod'' on using alb.ingress.kubernetes.io/target-type:
    ip in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://rakhesh.com/azure/graph-cmdlets-and-azure-ad-app-registrations:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes behavior variations when registering service endpoints vs application
    records via Graph cmdlets. Explores permission consent mechanics in cloud automation
    pipelines.
  language: PowerShell
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Identity and Access
  - Microsoft Graph API
  - App Registration
  - Service Principals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rakhesh.com: Graph cmdlets and Azure AD App Registrations'
  addition_method: manual
  v2_locations:
  - azure.md
https://ramansharma.substack.com/p/containers-are-not-just-for-kubernetes-fa330653cbbd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033713.576685
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==ramansharma.substack.com: Containers are not just for Kubernetes=='
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==ramansharma.substack.com:
    Containers are not just for Kubernetes== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ramitsurana.github.io/awesome-kubernetes:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A thoroughly organized directory of tools, books, tutorials, and libraries
    designed for Kubernetes users. Serves as an invaluable learning roadmap for operations
    engineers and developers to discover and adopt production-grade tooling in their
    DevOps lifecycles.
  language: Markdown
  resource_type: Awesome List
  complexity: Intermediate
  hierarchy:
  - Curation
  - Awesome Lists
  - Kubernetes
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: '@ramitsurana'' Awesome Kubernetes'
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://rancher.com:
  addition_method: manual
  content_hash: ac96a8e9b4d12f9537fb30a9430600d6b8664bb1b5d237503ec7ad1e61adbe43
  description: ''
  health_score: 100.0
  last_checked: 1779030229.367747
  stars: 0
  status: online
  title: rancher.com
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/announcing-harvester-open-source-hyperconverged-infrastructure-software:
  addition_method: manual
  content_hash: 80698a5dd4c07cc3c6dbb05fd4ea939936f4e7c12709e88fa061ffa963a0adfc
  description: ''
  health_score: 100.0
  last_checked: 1779031623.653773
  stars: 0
  title: 'rancher.com: Announcing Harvester: Open Source Hyperconverged Infrastructure''
    (HCI) Software'
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/announcing-hosted-rancher:
  addition_method: manual
  content_hash: b888fca897f03462a6f0779e987b65e11de7954f6f45f16ef086c318108ee4ea
  description: ''
  health_score: 100.0
  last_checked: 1779031402.259974
  stars: 0
  status: online
  title: "Announcing **Hosted Rancher** with Rancher 2.4 \U0001F31F"
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/build-kubernetes-clusters-on-azure:
  addition_method: manual
  content_hash: 75ca928e36669800e289ca1a68f068e8f64c19ab8c6480f77bb343b581cf2657
  description: ''
  health_score: 100.0
  last_checked: 1779033031.669467
  stars: 0
  status: online
  title: 'rancher.com/blog: Deploy Kubernetes Clusters on Microsoft Azure with Rancher'
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/custom-monitoring:
  addition_method: manual
  content_hash: cd892a7d5ddc18e7e1007098f5e389aa0e418968bd0d48312ed4f3b741376d5e
  description: ''
  health_score: 100.0
  last_checked: 1779030060.523939
  stars: 0
  status: online
  title: 'rancher.com: Custom alerts using Prometheus queries'
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/deploy-with-gitlab-ci:
  addition_method: manual
  content_hash: dd75070c93002859432872870fdca2ac685d4f146b36628ac738dc1538def5fa
  description: ''
  health_score: 100.0
  last_checked: 1779031342.382385
  stars: 0
  status: online
  title: Deploy a Rancher Cluster with GitLab CI and Terraform
  v1_locations:
  - docs/demos.md
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/disaster-recovery-preparedness-kubernetes-clusters:
  addition_method: manual
  content_hash: 0424a7aa9abbb31735af1c78a23da265713977a9dacda11f4b10ab8ea680a267
  description: ''
  health_score: 100.0
  last_checked: 1779033667.165264
  stars: 0
  status: online
  title: "rancher.com: Disaster Recovery Preparedness for Your Kubernetes Clusters'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://rancher.com/blog/2020/driving-kubernetes-adoption-finance-rancher:
  addition_method: manual
  content_hash: 1ea41b51fc48a586cf6832c0e3838bcfd35afc80ebe04e3a6bc3273cb6a69432
  description: ''
  health_score: 100.0
  last_checked: 1779029709.087241
  stars: 0
  status: online
  title: 'rancher.com: Driving Kubernetes Adoption in Finance with Rancher'
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/faster-kubernetes-development-rancher-devspace-loft:
  addition_method: manual
  content_hash: 65926f037bde43f3ac5897566a7123874af5ae4f7591f74cabb0aeb7325c39a5
  description: ''
  health_score: 100.0
  last_checked: 1779031529.617181
  stars: 0
  status: online
  title: Faster Kubernetes Development with Rancher, DevSpace and Loft
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/fleet-management-kubernetes:
  addition_method: manual
  content_hash: 06e372b892cb55fb6da07ac4e188729b1e1816ffd0a773ace061573e2b0a0705
  description: ''
  health_score: 100.0
  last_checked: 1779031165.380103
  stars: 0
  status: online
  title: '**Fleet** Management for kubernetes'
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/gain-better-visibility-kubernetes-cost-allocation:
  addition_method: manual
  content_hash: 339d6db3da6068491aa74345ed7b5f3ba83866b5328e38d7ecbc7fffc4f67225
  description: ''
  health_score: 100.0
  last_checked: 1779030892.084036
  stars: 0
  status: online
  title: 'rancher.com: Gain Better Visibility into Kubernetes Cost Allocation'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://rancher.com/blog/2020/helm-security:
  addition_method: manual
  content_hash: 5d4a546ed6f1b499b53cdaa1e50bd6e41bd576f95bfddf90470ab4227137160c
  description: ''
  health_score: 100.0
  last_checked: 1779032618.650828
  stars: 0
  status: online
  title: 'rancher.com: Create Reproducible Security in Kubernetes with Helm 3 and''
    Helm Charts'
  v1_locations:
  - docs/helm.md
  year: N/A
https://rancher.com/blog/2020/hybrid-multi-cloud-service-mesh-based-applications-distributed-deployments:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030811.365065
  stars: 0
  title: 'rancher.com: Using Hybrid and Multi-Cloud Service Mesh Based Applications''
    for Distributed Deployments'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://rancher.com/blog/2020/k3s-high-availability:
  addition_method: manual
  content_hash: 9077ec78ae843df095eb5be4a7d833226b7dd7fbb938e65ef9989521e4c56f29
  description: ''
  health_score: 100.0
  last_checked: 1779030677.48366
  stars: 0
  status: online
  title: 'rancher.com: Set up Your K3s Cluster for High Availability'
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/longhorn-container-storage:
  addition_method: manual
  content_hash: 55135c9d241390696e51d40f04d08f38e1589574f4e1e52325d410839270b48d
  description: ''
  health_score: 100.0
  last_checked: 1779033072.45716
  stars: 0
  status: online
  title: Longhorn Simplifies Distributed Block Storage in Kubernetes
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://rancher.com/blog/2020/monitor-etcd-prometheus-grafana-rancher:
  addition_method: manual
  content_hash: cf38831310d44703a6b85afac458f8fa07a0174beb42921b60af0a5d4d1b6a66
  description: ''
  health_score: 100.0
  last_checked: 1779029601.593634
  stars: 0
  status: online
  title: Monitor Etcd with Prometheus and Grafana using Rancher
  v1_locations:
  - docs/monitoring.md
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/multi-cluster-vulnerability-scanning-alcide-rancher:
  addition_method: manual
  content_hash: 9f28f8cff2eb94fd1653abdb8aad835de7180ee3d7d88d660ffead28e341396c
  description: ''
  health_score: 100.0
  last_checked: 1779031456.444381
  stars: 0
  status: online
  title: Multi-Cluster Vulnerability Scanning with Alcide and Rancher
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/number-one-rule-disaster-recovery:
  addition_method: manual
  content_hash: 09146246313927cde7f5b4d2cdfa7ddcb18a50118ae1ddc3f9958f2d93d0b41b
  description: ''
  health_score: 100.0
  last_checked: 1779030193.470324
  stars: 0
  status: online
  title: 'rancher.com: The No. 1 Rule of Disaster Recovery'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://rancher.com/blog/2020/pod-security-policies-part-1:
  addition_method: manual
  content_hash: 9e376a21338d21aee314384c98e240b9f92088c0bcc494792ffcdd204961a632
  description: ''
  health_score: 100.0
  last_checked: 1779031756.572135
  stars: 0
  status: online
  title: 'rancher.com: Enhancing Kubernetes Security with Pod Security Policies, Part''
    1'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://rancher.com/blog/2020/pod-security-policies-part-2:
  addition_method: manual
  content_hash: cb111053fd2d0ed9aed6ebdbd14fd1b89175f0953d0811d0e3d131eedf180a25
  description: ''
  health_score: 100.0
  last_checked: 1779034263.525963
  stars: 0
  title: 'rancher.com: Enhancing Kubernetes Security with Pod Security Policies, Part''
    2'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://rancher.com/blog/2020/rancher-2-5-delivers-computing-everwhere-strategy:
  addition_method: manual
  content_hash: 03126160da380ec48feeee58cf40fa16963f8d384907ab82acf448388df1917f
  description: ''
  health_score: 100.0
  last_checked: 1779032044.536868
  stars: 0
  status: online
  title: 'rancher.com: Rancher 2.5 Delivers On "Computing Everywhere" Strategy'
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/run-rancher-k3s-mysql:
  addition_method: manual
  content_hash: a056876ad21e384d3ad294afe00c8f1f171461d6254fbb11a72ca493236e2b2e
  description: ''
  health_score: 100.0
  last_checked: 1779033782.826191
  stars: 0
  title: Run Rancher 2.4 in Azure with K3s and MySQL
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/set-up-k3s-high-availability-using-k3d:
  addition_method: manual
  content_hash: f04def4c4fdebc0166a5f101de52f59e10092abc89836f4e7a16166bed245852
  description: ''
  health_score: 100.0
  last_checked: 1779031508.292264
  stars: 0
  title: 'rancher.com: Set up K3s in High Availability using k3d'
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/speed-development-automated-kubernetes-deployments:
  addition_method: manual
  content_hash: c7c3c329bfe17c5526ac745db86478814e3a8adba910b86518bcf4f6e0b76023
  description: ''
  health_score: 100.0
  last_checked: 1779033780.712577
  stars: 0
  status: online
  title: 'rancher: Speed Up Development with Automated Kubernetes Deployments'
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/stateful-kubernetes-workloads:
  addition_method: manual
  content_hash: f93e4d0e8b7d479597f1359c4c9d4c7d86bbdc80c660691efe43dea2c82cb3ed
  description: ''
  health_score: 100.0
  last_checked: 1779032545.563283
  stars: 0
  status: online
  title: 'rancher.com/blog: Stateful Kubernetes Workloads on vSphere with RKE'
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/upgrade-your-k3s-cluster:
  addition_method: manual
  content_hash: 5e754a50c96c2e328f835632b4b05b875114c3a6fb020b7680d6b5ae5517e5c2
  description: ''
  health_score: 100.0
  last_checked: 1779034310.154368
  stars: 0
  title: Upgrade Your K3s Clusters Smoothly in Rancher 2.4
  v1_locations:
  - docs/rancher.md
  year: N/A
https://rancher.com/blog/2020/what-is-cloud-native-storage:
  addition_method: manual
  content_hash: fb14c0f0a81a8dd6a34b464354dc02dc12faf6e8df09c5862557095e72557e2a
  description: ''
  health_score: 100.0
  last_checked: 1779030526.388685
  stars: 0
  status: online
  title: 'rancher.com: What is Cloud-Native Storage?'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://rancher.com/blog/2020/yugabyte:
  addition_method: manual
  content_hash: 79955204a9d3b4b0080d29f75b553a627f1ea2c41d263d5e1f5f1cb2fbcd31f9
  health_score: 100.0
  last_checked: 1779030827.917205
  v1_locations:
  - docs/rancher.md
https://rancher.com/docs/rancher/v2.x/en:
  addition_method: manual
  content_hash: 3ba89f9203a07bf0d1d69a80a0146e7b95673e666f7657bf3a9dc2580a9bc727
  description: ''
  health_score: 100.0
  last_checked: 1779033296.075771
  needs_ai_refresh: true
  stars: 0
  status: online
  title: '**Rancher 2**'
  v1_locations:
  - docs/matrix-table.md
  - docs/rancher.md
  year: N/A
https://rancher.com/docs/rancher/v2.x/en/faq/networking/cni-providers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive comparative breakdown by Rancher evaluating the design
    trade-offs, architectures, and operational performance of Calico, Flannel, Canal,
    and Weave Net.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - CNI
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rancher.com: Container Network Interface (CNI) Providers'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://rancher.com/docs/rancher/v2.x/en/logging/v2.5:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An advanced Kubernetes controller that automates the deployment and
    management of Fluentd and Fluent Bit pipelines. It offers custom resource definitions
    (CRDs) to route, filter, and output log streams to multi-tenant backends dynamically.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Log Management
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Rancher Logging Operator \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://rancher.com/products/rke:
  addition_method: manual
  content_hash: 4bc099a7e3a3a6bc7318f48fdac359efe539e1784990f41428f2568bb961c769
  description: ''
  health_score: 100.0
  last_checked: 1779032791.097956
  stars: 0
  status: online
  title: '**Rancher 2 RKE**'
  v1_locations:
  - docs/matrix-table.md
  - docs/rancher.md
  year: N/A
https://rancher.com/three-pillars-kubernetes-container-orchestration:
  addition_method: manual
  content_hash: bfb649c5579100abb75dc6a432be9afe5cfdab8ddda4632a8be044161201a064
  description: ''
  health_score: 100.0
  last_checked: 1779034222.525302
  stars: 0
  status: online
  title: "rancher.com: The Three Pillars of Kubernetes Container Orchestration \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://rancherdesktop.io:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: An open-source desktop application bringing Kubernetes and container
    management to macOS, Windows, and Linux. Built on K3s and nerdctl, it serves as
    a robust local developer alternative to commercial virtualization solutions.
  language: TypeScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Local Development
  - Container Runtimes
  - Kubernetes Local
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: rancherdesktop.io
  addition_method: manual
  v2_locations:
  - rancher.md
https://rapidapi.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A leading enterprise Hub and Gateway solution for API discovery, testing,
    and monetization. Provides uniform control planes to aggregate heterogeneous upstream
    microservice APIs, enforce consolidated security policies, and manage global tenant
    billing workflows.
  language: English
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - SaaS Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Rapid API:'
  addition_method: manual
  v2_locations:
  - api.md
https://rapidapi.com/blog/api-marketplace-vs-api-gateway-whats-the-difference:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Clarifies the architectural differences between an API Gateway (acting
    as a reverse proxy for traffic control, authentication, and routing) and an API
    Marketplace (providing a discovery platform, billing infrastructure, and developer
    portal). Helps architects choose correct patterns for internal vs. external exposure.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - Infrastructure Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: API Marketplace vs API Gateway (What’s the Difference?)
  addition_method: manual
  v2_locations:
  - developerportals.md
https://rapidapi.com/blog/api-vs-microservices-whats-the-differences:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033400.386107
  needs_ai_refresh: true
  v1_locations:
  - docs/api.md
https://rapidapi.com/collection/car-api:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A curated catalog of vehicle-related APIs on the RapidAPI platform.
    It showcases options for vehicle specifications, license plate lookups, VIN decoding,
    and telematics APIs, providing a hub for rapidly testing mock automotive payloads.
  language: English
  resource_type: Marketplace Catalog
  complexity: Beginner
  hierarchy:
  - Domain APIs
  - Automotive
  - API Marketplaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: rapidapi.com/collection/car-api
  addition_method: manual
  v2_locations:
  - developerportals.md
https://rapidapi.com/guides/oath2-0:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive foundational guide breaking down the OAuth 2.0 authorization
    framework. It delineates core concepts including authentication flows, grant types,
    token lifecycles, and security delegation mechanics.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Identity & Access
  - OAuth2
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: rapidapi.com:What is OAuth2.0?
  addition_method: manual
  v2_locations:
  - oauth.md
https://raygun.com/blog/best-devops-tools:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A curated technical review of prominent DevOps tooling spanning application
    monitoring, CI/CD, and infrastructure-as-code (IaC). It contrasts traditional
    application performance monitoring (APM) approaches with modern observability
    patterns emerging in distributed cloud topologies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Platform Engineering
  - Industry Reports
  - Tooling Landscape
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'raygun.com: The 10 best DevOps tools for 2020'
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://rbac.dev:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A dedicated directory of tools, templates, and best practices for Kubernetes
    RBAC configurations. Serves as an essential reference for engineers establishing
    zero-trust access boundaries.
  language: English
  resource_type: Web Portal
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "rbac.dev \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://rcarrata.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Roberto Carratalá's technical blog features deep architectural explorations
    of OpenShift and enterprise Kubernetes setups. It is packed with real-world scenarios
    covering OAuth integrations, ingress routing configurations, and security hardeners.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Enterprise Kubernetes
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: rcarrata.com
  addition_method: manual
  v2_locations:
  - demos.md
https://rcarrata.com/observability/netobserv-1:
  addition_method: manual
  content_hash: 14f8e5f1acf9e77fc0f0ab4960b66b75eb4be9894db90b3d805c219e9de3f6e1
  description: ''
  health_score: 100.0
  last_checked: 1779033706.582915
  stars: 0
  status: online
  title: 'rcarrata.com: Network Observability Deep Dive in Kubernetes with NetObserv''
    Operator'
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://rcarrata.github.io/observability/netobserv-1:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides an architectural deep dive into NetObserv Operator, a network
    observability solution leveraging eBPF to capture flow telemetry directly inside
    the Linux kernel. Solves container network performance tracking, bandwidth hotspots,
    and multi-tenant isolation issues without sidecars.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Modern Observability & Service Mesh
  - Network Performance
  - eBPF & NetObserv
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'rcarrata.com: Network Observability Deep Dive in Kubernetes with NetObserv
    Operator'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://rcarrata.github.io/openshift/regenerate-kubeconfig:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical procedure for regenerating administrative Kubeconfig structures
    for the `system:admin` user inside Red Hat OpenShift clusters. Focuses on resolving
    expired control plane authentication certificates via backend master node mechanics.
  language: Bash
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Identity
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rcarrata.github.io: Regenerating Kubeconfig for system:admin user in OpenShift
    clusters'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://rclone.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Rclone acts as an open-source command-line tool designed for managing
    and syncing file systems across over 40 cloud storage providers. It supports complex
    operations such as server-side transfers, encryption, and mounting remote storage
    systems directly as local file systems.
  language: Go
  resource_type: Utility Tool
  complexity: Advanced
  hierarchy:
  - Linux
  - Storage
  - Cloud Sync
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Rclone \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://rcls.medium.com/stop-calling-yourselves-devops-engineers-f9dfec382d0d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031719.953101
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'rcls.medium.com: Stop calling yourselves DevOps engineers'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering rcls.medium.com:
    Stop calling yourselves DevOps engineers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://read.acloud.guru/serverless-the-future-of-software-architecture-d4473ffed864:
  addition_method: manual
  content_hash: e02a7b4c23d92c8a4a2322cad38219ad2ef8bc93b58df61dde4d229e090c5e1e
  description: ''
  health_score: 100.0
  last_checked: 1779031085.275187
  stars: 0
  status: online
  title: 'Serverless: The Future of Software Architecture?'
  v1_locations:
  - docs/aws-serverless.md
  year: N/A
https://readme.so:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An interactive, web-based visual generator allowing developers to compose
    clean, formatted repository README files using drag-and-drop structural elements.
    Streamlines onboarding and standardizes presentation layouts across open-source
    initiatives.
  language: JavaScript
  resource_type: Utility Tool
  complexity: Beginner
  hierarchy:
  - Documentation & Workflow
  - Writing Tools
  - Interactive Readmes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: readme.so
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://readwise.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A knowledge aggregation and active recall service designed to collect
    highlights, annotations, and notes from diverse e-reading platforms. Supports
    bidirectional syncing into professional note-taking ecosystems (such as Obsidian,
    Notion, and Logseq) to build personal knowledge networks.
  language: Agnostic
  resource_type: SaaS Tool
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Personal Productivity
  - Knowledge Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Readwise
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://readwrite.com/tech-for-programmers-in-2022-the-good-the-bad-and-the-ugly:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032699.245406
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'readwrite.com: Tech for Programmers in 2022: The Good, The Bad, and The''
    Ugly'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering readwrite.com:
    Tech for Programmers in 2022: The Good, The Bad, and The'' Ugly in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://realpython.com:
  description: ''
  year: '2012'
  stars: 0
  ai_summary: Premier Python learning platform delivering granular technical deep-dives
    into topics ranging from async concurrency, memory management, and advanced typing
    schemas to automated system scripting.
  language: Python
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: realpython.com
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/advanced-git-for-pythonistas:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: Provides tailored Git workflows and configuration strategies for Python
    ecosystems, targeting advanced source code management. It highlights Python-specific
    .gitignore optimizations, interactive staging, reflog navigation, and custom diff
    tools to streamline development pipelines.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Version Control
  - Advanced Git
  - Developer Workflow
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "realpython.com: Advanced Git Tips for Python Developers \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://realpython.com/advanced-visual-studio-code-python:
  description: ''
  addition_method: manual
  content_hash: bcf6a1ebc6142ac6d526df744318e5af9edf302209c155009dab94e1913918cf
  health_score: 100.0
  last_checked: 1779034394.617371
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: An in-depth guide on advanced VS Code customizations for Python development.
    Focuses on setting up testing frameworks, optimizing linting utilities, configuring
    type checkers (Pylance), and managing complex virtual environments natively.
  language: Python
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Language-Specific Tooling
  is_microservice: false
  title: 'realpython.com: Advanced Visual Studio Code for Python Developers'
https://realpython.com/blog/python/deploying-a-django-app-to-aws-elastic-beanstalk:
  addition_method: manual
  content_hash: d7d01ca4621abb2dff3613fd8b84e8482912099ea7ceb70570130ad27b4a5a37
  description: ''
  health_score: 100.0
  last_checked: 1779033640.171106
  stars: 0
  status: online
  title: 'realpython.com: Deploying a Django App to AWS Elastic Beanstalk'
  v1_locations:
  - docs/python.md
  year: N/A
https://realpython.com/blog/python/development-and-deployment-of-cookiecutter-django-via-docker:
  addition_method: manual
  content_hash: d7d01ca4621abb2dff3613fd8b84e8482912099ea7ceb70570130ad27b4a5a37
  description: ''
  health_score: 100.0
  last_checked: 1779032345.835954
  stars: 0
  status: online
  title: 'realpython.com: Development and Deployment of Cookiecutter-Django via Docker'
  v1_locations:
  - docs/python.md
  year: N/A
https://realpython.com/blog/python/django-development-with-docker-compose-and-machine:
  addition_method: manual
  content_hash: d7d01ca4621abb2dff3613fd8b84e8482912099ea7ceb70570130ad27b4a5a37
  description: ''
  health_score: 100.0
  last_checked: 1779031464.626318
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'realpython.com: Django Development With Docker Compose and Machine'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering realpython.com:
    Django Development With Docker Compose and Machine in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://realpython.com/blog/python/fun-with-djangos-new-postgres-features:
  addition_method: manual
  content_hash: d7d01ca4621abb2dff3613fd8b84e8482912099ea7ceb70570130ad27b4a5a37
  description: ''
  health_score: 100.0
  last_checked: 1779031327.513529
  stars: 0
  status: online
  title: 'realpython.com: Fun With Django''s New Postgres Features'
  v1_locations:
  - docs/python.md
  year: N/A
https://realpython.com/blog/python/introduction-to-flask-part-1-setting-up-a-static-site:
  addition_method: manual
  content_hash: 5f03b6a83dac4ad0b5a276f5c51324ac8bd7794a35eb4f3ca2a8feb6226fccb0
  description: ''
  health_score: 100.0
  last_checked: 1779030034.699838
  stars: 0
  status: online
  title: 'realpython.com: Discover Flask, Part 1 - Setting Up a Static Site'
  v1_locations:
  - docs/python.md
  year: N/A
https://realpython.com/courses/building-lists-with-python-append:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Focused overview of dynamic array sizing using Python''s
    sequential list append logic.

    Live Grounding: Illustrates internal allocation scaling algorithms, dynamic array
    growth, amortized insertion complexity, and list rebuilding mechanics.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'realpython.com: Building Lists With Python''s .append()'
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/courses/functional-programming-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates functional paradigms within Python, detailing immutability,
    side-effect isolation, and first-class functions. Provides tactical advice on
    leveraging the standard libraries 'functools' and 'itertools' to generate declarative
    and highly unit-testable application code.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Programming Paradigms
  - Functional Programming
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'realpython.com: Functional Programming in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/courses/how-to-write-pythonic-loops:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An industry-standard architectural guide exploring idiomatic loops and
    iterator protocols in Python. Discusses generator expressions and generator-based
    memory optimization techniques. Synthesizes core tools from the 'itertools' library
    to help developers eliminate boilerplate code and optimize runtime loops.
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python
  - Language Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'realpython.com: How to Write Pythonic Loops'
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/get-all-files-in-directory-python:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Evaluates efficient local system file scanner operations
    inside Python runtimes.

    Live Grounding: Details legacy OS module calls, comparing speed metrics against
    object-oriented `pathlib` pattern scanning in massive scale directories.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - System Administration
  - File I/O
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'realpython.com: How to Get a List of All Files in a Directory With Python'
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/intro-to-python-threading:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores safe concurrent execution in Python using the native 'threading'
    library. Confronts structural boundaries of the Global Interpreter Lock (GIL)
    and provides architectural decision criteria for selecting between threading,
    multiprocessing, and async-based event loop designs.
  language: Python
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Concurrency
  - Multithreading
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'realpython.com: An Intro to Threading in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/learning-paths:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: A complete mapping directory of highly structured
    education routes across Python frameworks and methodologies.

    Live Grounding: Aggregates comprehensive technical tracks in systems programming,
    data integration, scraping, and microservice validation schemas.'
  language: Python
  resource_type: Web Resource
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Curriculums
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "realpython.com/learning-paths: Python Learning Paths \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/learning-paths/django-web-development:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explains the deployment of standard, industry-grade templates using
    Cookiecutter-Django and Docker. Integrates external elements like Celery queues,
    Redis caches, Sentry reporting, and automated multi-stage build systems out of
    the box.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Project Templates
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'realpython.com: Development and Deployment of Cookiecutter-Django via Docker'
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/learning-paths/flask-by-example:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Introductory guide covering early modular layouts, routes, and custom
    templating configurations inside the Flask framework. Essential blueprint for
    understanding simple WSGI layouts.
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Microframeworks
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'realpython.com: Discover Flask, Part 1 - Setting Up a Static Site'
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/learning-paths/machine-learning-python:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Curator Insight details a curated learning path covering classic machine
    learning pipelines in Python. Live Grounding confirms this as a premier resource,
    guiding developers through preprocessing, training, and testing utilizing scikit-learn
    inside professional software engineering contexts.
  language: Python
  resource_type: Learning Path
  complexity: Intermediate
  hierarchy:
  - Artificial Intelligence
  - Machine Learning
  - Learning Paths
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "realpython.com: Machine Learning With Python \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/lessons/python-eval-overview:
  addition_method: manual
  content_hash: 7abc04abf298268afbe80627e4305e9d099d1a1509cd278450b2bb12d0096f2a
  description: ''
  health_score: 100.0
  last_checked: 1779030009.372871
  stars: 0
  status: online
  title: 'realpython.com: Evaluate Expressions Dynamically With Python eval() (Overview)'
  v1_locations:
  - docs/python.md
  year: N/A
https://realpython.com/pdf-python:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Surveys technical methods to extract, modify, and
    build complex PDF documentation within Python runtimes.

    Live Grounding: Compares programmatic utility suites (PyPDF2, pdfplumber, ReportLab)
    on criteria of parsing fidelity, speed, vector calculations, and structural layouts.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Document Processing
  - PDF Automation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: realpython.com/pdf-python
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/python-development-visual-studio-code:
  description: ''
  addition_method: manual
  content_hash: 1f5fa72cdf129f084aac764499ef0954ce4e2499990b99ecc2cfe83e19288c2e
  health_score: 100.0
  last_checked: 1779033765.103965
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: A comprehensive deep dive by Real Python into configuring Visual Studio
    Code as a professional Python development IDE. Covers workspace setup, linters,
    debug configurations, and unit testing frameworks.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Language Tooling
  - Python
  is_microservice: false
  title: 'realpython.com: Python Development in Visual Studio Code'
https://realpython.com/python-microservices-grpc:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural tutorial demonstrating how to build robust, high-performance
    microservices in Python using gRPC and Protocol Buffers. Explores synchronous
    and asynchronous streaming mechanisms over HTTP/2, facilitating rapid inter-service
    communication.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Software Development
  - Python Microservices
  - gRPC
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "realpython.com: Python Microservices With gRPC \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/python-yaml:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A deep-dive Python guide focused on processing and parsing YAML structures.
    It compares the standard PyYAML package against ruamel.yaml, focusing on safe
    deserialization techniques using safe_load. This is an essential reference for
    building secure, YAML-driven internal tools.
  language: Python
  resource_type: article
  complexity: intermediate
  hierarchy:
  - Configuration Management
  - Python Integration
  - Libraries
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'realpython.com: YAML: The Missing Battery in Python'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://realpython.com/quizzes/python-split-strings:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: An interactive developer checkpoint focusing on efficient
    string transformation methods.

    Live Grounding: Assesses performance criteria of join operations vs manual concatenations,
    string parsing splits, and typical syntax pitfalls.'
  language: Python
  resource_type: Interactive Quiz
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - String Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'realpython.com: Splitting, Concatenating, and Joining Strings in Python
    Quiz'
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/tutorials/machine-learning:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A comprehensive practical curriculum detailing predictive workflows
    using Python's leading machine learning libraries. Walks through standard preprocessing
    pipelines, model selection, training, and operational testing using NumPy, Pandas,
    and Scikit-Learn libraries.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Machine Learning
  - Model Training
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "realpython.com: Python Machine Learning Tutorials \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://realpython.com/videos/python-eval-overview:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Illustrates the underlying mechanics and substantial
    system security risks of evaluating code at runtime.

    Live Grounding: Outlines raw `eval()` execution, detailing sandbox escapes and
    security risks, and presents standard, secure parsing libraries as safer alternatives.'
  language: Python
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Dynamic Execution
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'realpython.com: Evaluate Expressions Dynamically With Python eval() (Overview)'
  addition_method: manual
  v2_locations:
  - python.md
https://recipes.rbac.dev:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030322.836804
  v1_locations:
  - docs/kubernetes-security.md
https://reconshell.com/kubei-kubernetes-runtime-vulnerabilities-scanner:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029237.433316
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "reconshell.com: Kubei – Kubernetes Runtime Vulnerabilities Scanner \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering reconshell.com:
    Kubei – Kubernetes Runtime Vulnerabilities Scanner \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://recruitcrm.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Curator Insight: A specialized SaaS solution engineered for recruitment
    firms and staffing lifecycle management. Live Grounding: Serves as a vital integration
    hub for modern staffing firms, leveraging cloud architectures to optimize sourcing
    pipelines, interview scheduling, and global talent placement.'
  language: en
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Professional Practice
  - Recruiting
  - SaaS Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: recruit crm
  addition_method: manual
  v2_locations:
  - recruitment.md
https://redhat-connect.gitbook.io/certified-operator-guide:
  addition_method: manual
  content_hash: 4b99830d6d19f4065ca11a94b5fbd8c4618bc5f581ef8c21a85556d8e0b6a6dc
  description: ''
  health_score: 100.0
  last_checked: 1779033400.438109
  stars: 0
  title: Example
  v1_locations:
  - docs/mkdocs.md
  year: N/A
https://redhat-connect.gitbook.io/certified-operator-guide/appendix/using-third-party-network-operators-with-openshift:
  addition_method: manual
  content_hash: 4b99830d6d19f4065ca11a94b5fbd8c4618bc5f581ef8c21a85556d8e0b6a6dc
  description: ''
  health_score: 100.0
  last_checked: 1779033081.781759
  stars: 0
  status: online
  title: Using Third Party Network Operators with OpenShift
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://redhat-cop.github.io/openshift-migration-best-practices:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: An authoritative technical manual for migrating live enterprise applications
    from OpenShift 3 to OpenShift 4. Covers using the Migration Toolkit for Containers
    (MTC) to handle data volumes.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Platform Migrations
  - Cluster Upgrades
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "redhat-cop.github.io: Best practices for migrating from OpenShift Container
    Platform 3 to 4 \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://redhat-developer-demos.github.io/knative-tutorial:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A self-paced developer tutorial for master-level Knative techniques.
    It covers Knative Serving configurations, custom scaling thresholds, and routing
    strategies.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Compute & Runtime
  - Serverless
  - Knative Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: redhat-developer-demos.github.io/knative-tutorial
  addition_method: manual
  v2_locations:
  - ocp4.md
https://redhat-developer-demos.github.io/openshift-pipelines-workshop:
  addition_method: manual
  content_hash: e2a7e624d693fa539b1cb71efed49d762c425085242c60e4df33c957fe6fa71f
  description: ''
  health_score: 100.0
  last_checked: 1779029356.167524
  needs_ai_refresh: true
  stars: 0
  title: openshift-pipelines-workshop
  v1_locations:
  - docs/demos.md
  year: N/A
https://redhat-scholars.github.io/serverless-workflow/osl/index.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A guided academic and professional lab tutorial teaching developers
    to orchestrate complex state machines using the CNCF Serverless Workflow specification.
  language: English
  resource_type: Technical Tutorial
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - OpenShift
  - Serverless Workflows
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'redhat-scholars.github.io: Welcome to OpenShift Serverless Logic Tutorial'
  addition_method: manual
  v2_locations:
  - serverless.md
https://redhat.com/en/blog/why-red-hat-investing-cri-o-and-podman:
  addition_method: manual
  content_hash: a806f09c50aced61e6cc3bd4a739c5fbfe6dae50902d15cb3d223fc635794646
  description: ''
  health_score: 100.0
  last_checked: 1779033917.451967
  stars: 0
  status: online
  title: Why Red Hat is investing in CRI-O and Podman
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://redhatdemocentral.gitlab.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030473.271397
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: redhatdemocentral.gitlab.io
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering redhatdemocentral.gitlab.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://redhatdemocentral.gitlab.io/portfolio-architecture-tooling:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: A technical toolset and mapping library designed to programmatically
    generate clean, unified, and compliant architectural diagrams for hybrid cloud
    deployments. Enables platform teams to model complex networking, storage, and
    cluster connections cleanly.
  language: Python
  resource_type: Tooling Portal
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Architectural Insights
  - Ecosystem Tools
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Portfolio Architecture Tooling
  addition_method: manual
  v2_locations:
  - demos.md
https://redhatdemocentral.gitlab.io/portfolio-architecture-workshops:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Comprehensive architectural workshops presenting verified blueprints
    for complex hybrid cloud systems, retail edge strategies, and AI/ML model deployment
    operations. It serves as a highly detailed blueprint catalog for modern enterprise
    architects.
  language: English
  resource_type: Workshop Portal
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Architectural Insights
  - Red Hat Ecosystem
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Portfolio Architecture WorkShops \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://redhatgov.io:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Specialized platform engineering portal with focused guides on locking
    down OpenShift infrastructure to meet strict military, intelligence, and federal
    government security benchmarks (DISA STIG, FIPS, NIST). A mandatory reference
    for architects building air-gapped, zero-trust container setups.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Security & Compliance
  - Public Sector
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: redhatgov.io
  addition_method: manual
  v2_locations:
  - elearning.md
  - demos.md
https://redis.com/blog/microservice-architecture-key-concepts:
  addition_method: manual
  content_hash: 4cb21d3d229263fe2df567c9632aea8813fd7c671a0148997098fedf2ac18a5d
  description: ''
  health_score: 100.0
  last_checked: 1779033612.459596
  stars: 0
  status: online
  title: 'redis.com: Microservice Architecture Key Concepts'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://redis.io:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The documentation portal for Redis, an in-memory data store used as
    a cache, database, and message broker. It highlights key features like replication,
    clustering, and data structures (such as Streams and Sorted Sets) that power real-time
    apps.
  language: C
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Caching
  - Redis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Redis
  addition_method: manual
  v2_locations:
  - caching.md
https://redis.io/blog/microservice-architecture-key-concepts:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive breakdown of core microservices concepts including bounded
    contexts, service boundaries, and state isolation. Highlights why Redis is a logical
    fit for high-speed cache and pub-sub across decoupled domains.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Microservices
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'redis.com: Microservice Architecture Key Concepts'
  addition_method: manual
  v2_locations:
  - introduction.md
https://redis.io/docs/latest/develop:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Documentation for the Redis Pub/Sub subsystem. It explains the fast,
    fire-and-forget messaging topology, highlighting its advantages for real-time
    notifications alongside limitations like lack of message persistence.
  language: C
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Messaging
  - Redis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Redis Pub/sub
  addition_method: manual
  v2_locations:
  - message-queue.md
https://redis.io/topics/pubsub:
  addition_method: manual
  content_hash: 8ca9b92f18b43c3569699c84440c7cb9aafa0163a5fe5ed26c8114c9cd2ff2f2
  description: ''
  health_score: 100.0
  last_checked: 1779030433.779058
  stars: 0
  status: online
  title: Redis Pub/sub
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://redkubes.com/10-kubernetes-security-risks-best-practices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029563.593332
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'redkubes.com: 10 Kubernetes Security Risks & Best Practices'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering redkubes.com:
    10 Kubernetes Security Risks & Best Practices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://redkubes.com/diy-kubernetes-based-platform-building-part-3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030339.730185
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'redkubes.com: DIY Kubernetes-based platform building – part 3'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering redkubes.com:
    DIY Kubernetes-based platform building – part 3 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://redmondmag.com/articles/2018/09/10/microsoft-replacing-vsts-with-azure-devops.aspx:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029478.414418
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Microsoft Replacing Visual Studio Team Services with Azure DevOps
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Microsoft
    Replacing Visual Studio Team Services with Azure DevOps in the Kubernetes Tools
    ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://redpill-solutions.medium.com/deploying-to-kubernetes-with-gitlab-28c2f1a42e57:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031337.261059
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==redpill-solutions.medium.com: Deploying to Kubernetes with GitLab=='
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==redpill-solutions.medium.com:
    Deploying to Kubernetes with GitLab== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://refactoring.guru/design-patterns:
  description: "- [refactoring.guru: Design Patterns Java](https://refactoring.guru/design-patterns/java)\n
    \   - [refactoring.guru: Design Patterns Python](https://refactoring.guru/design-patterns/python)\n
    \   - [refactoring.guru: Design Patterns Go](https://refactoring.guru/design-patterns/go)\n
    \   - etc"
  year: '2026'
  stars: 0
  ai_summary: An exceptional digital guide outlining classical Creational, Structural,
    and Behavioral software design patterns. Provides clean, production-ready code
    examples in Go, Python, Java, and TypeScript alongside practical refactoring advice.
  language: Multi-Language
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Design Patterns
  - Refactoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'refactoring.guru: Design Patterns'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://refactoring.guru/design-patterns/go:
  addition_method: manual
  content_hash: 63dbf745536fcb31926056249e01126b0ffde6e996e2d93877f870b082b34cb7
  description: ''
  health_score: 100.0
  last_checked: 1779033088.826877
  needs_ai_refresh: true
  stars: 0
  title: 'refactoring.guru: Design Patterns Go'
  v1_locations:
  - docs/devel-sites.md
  year: N/A
https://refactoring.guru/design-patterns/java:
  addition_method: manual
  content_hash: f15323ecec40158766a48c0d09770bbd44f57b050cd1ed8f5a65a9ff44fed99f
  description: ''
  health_score: 100.0
  last_checked: 1779030610.923897
  needs_ai_refresh: true
  stars: 0
  title: 'refactoring.guru: Design Patterns Java'
  v1_locations:
  - docs/devel-sites.md
  year: N/A
https://refactoring.guru/design-patterns/python:
  addition_method: manual
  content_hash: 35724483dba29366fce5ffe9c52813bda1efe078df8d1552b654bd9d5cdb2d89
  description: ''
  health_score: 100.0
  last_checked: 1779033020.170816
  needs_ai_refresh: true
  stars: 0
  title: 'refactoring.guru: Design Patterns Python'
  v1_locations:
  - docs/devel-sites.md
  year: N/A
https://refine.dev/blog/kubectl-exec-command:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Comprehensive guide explaining the inner workings of the 'kubectl exec'
    command. Breaks down how connection handshakes occur between the API server, Kubelet,
    and container runtimes (CRI).
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Observability
  - Debugging
  - CLI Operations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: A Complete Guide to Kubectl exec
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
  - kubectl-commands.md
https://reflectoring.io/spring-boot-feature-flags:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A hands-on implementation guide for setting up feature flags in a Spring
    Boot application. Compares custom, property-based configurations with specialized
    frameworks like Togglz or FF4J to manage dynamic code execution paths.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Feature Management
  - Implementation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'reflectoring.io: Feature Flags with Spring Boot'
  addition_method: manual
  v2_locations:
  - git.md
https://reflectoring.io/when-to-use-lombok:
  description: ''
  addition_method: manual
  content_hash: 78a2eb81cd73964515ad4c1a9f9c6f1d03b0d396c8e3b3384242a09522b0da17
  health_score: 100.0
  last_checked: 1779032150.782911
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: Explores Project Lombok's role in reducing Java boilerplate (getters,
    setters, builders) through compile-time annotation processing. While highly beneficial
    for clean data objects, it details architectural trade-offs such as IDE support
    dependencies, debugging difficulties, and potential issues with framework integration
    (e.g., Hibernate lazy loading).
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Java Development
  - Code Generation
  is_microservice: false
  title: 'reflectoring.io: When Should I Use Project Lombok?'
https://registry.hub.docker.com/r/jboss/kie-server:
  addition_method: manual
  content_hash: 3865dc2c441102b06ef5625cd8329dab9c437b935db60b5b737b2ce196900517
  description: ''
  health_score: 100.0
  last_checked: 1779033770.693842
  stars: 0
  status: online
  title: KIE Server
  v1_locations:
  - docs/postman.md
  year: N/A
https://registry.k8s.io:
  addition_method: manual
  content_hash: c474668e8493999cfd455bb2cab673d6f84bc3331d5a30ff1085c382f0662fb4
  health_score: 100.0
  last_checked: 1779032257.269982
  v1_locations:
  - docs/kubernetes-releases.md
https://registry.terraform.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The central hub for discovering and publishing official, partner-supported,
    and community-maintained providers and modules. In 2026, it serves as the foundation
    of the IaC ecosystem, hosting thousands of modular solutions that streamline cloud
    deployments.
  language: English
  resource_type: Developer Portal
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Module Registry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Terraform Registry - registry.terraform.io: Terraform Providers and Modules
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://registry.terraform.io/modules/Azure/avm-ptn-alz:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: The official ALZ pattern module within the Azure Verified Modules (AVM)
    framework. It combines core tenant configuration, management groups, routing,
    and access controls into a single package for reliable compliance management.
  language: HCL
  resource_type: Module
  complexity: Advanced
  hierarchy:
  - Azure
  - Landing Zone
  - AVM
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'registry.terraform.io/modules/Azure/avm-ptn-alz: ALZ Terraform Module'
  addition_method: manual
  v2_locations:
  - terraform.md
https://registry.terraform.io/modules/Azure/lz-vending:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: The official Azure Landing Zone Subscription Vending module. It automates
    account lifecycle actions, network configurations, identity bindings, and security
    rules across enterprise multi-subscription landscapes.
  language: HCL
  resource_type: Module
  complexity: Advanced
  hierarchy:
  - Azure
  - Landing Zone
  - Governance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: registry.terraform.io/modules/Azure/lz-vending
  addition_method: manual
  v2_locations:
  - terraform.md
https://registry.terraform.io/modules/aztfmod/caf/azurerm/latest:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The official Microsoft Cloud Adoption Framework (CAF) landing zones
    module for Terraform. Serves as a modular master blueprint for provisioning secure,
    compliant, and pre-configured multi-subscription enterprise topologies on Microsoft
    Azure.
  language: HCL
  resource_type: Official Module
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Azure Landing Zones
  - Enterprise Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'terraform.io: Cloud Adoption Framework for Azure - Terraform module'
  addition_method: manual
  v2_locations:
  - terraform.md
https://registry.terraform.io/modules/azurerm/resources/azure/latest:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Official HashiCorp documentation registry detailing resource definitions
    and configuration syntax for the AzureRM provider. It acts as the definitive engineering
    blueprint for implementing cloud infrastructure, handling resource management,
    lifecycle controls, and API calls across the Azure cloud environment.
  language: HCL
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Azure
  - Terraform Providers
  - IaC
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "registry.terraform.io: Terraform Azure Resources \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://registry.terraform.io/modules/hlokensgard/rbac-administrator/azure/latest:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: A community Terraform module to systematically manage complex role assignment
    patterns (RBAC) across Azure subscriptions, resource groups, and tenant configurations.
  language: HCL
  resource_type: Module
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Azure
  - Identity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: registry.terraform.io/modules/hlokensgard/rbac-administrator
  addition_method: manual
  v2_locations:
  - terraform.md
https://registry.terraform.io/modules/hlokensgard/res-ipam/azure/latest:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Specialized Terraform registry module designed to automate IP Address
    Management (IPAM) inside multi-VNet architectures. Standardizes subnetworking
    allocations dynamically to prevent prefix overlapping.
  language: HCL
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform Modules
  - IPAM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Terraform Azure Resource IPAM Module
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
https://registry.terraform.io/modules/markti/azure-terraformer/azuredevops:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: An Azure DevOps Terraform module engineered to provision and orchestrate
    Azure DevOps platform resources. Simplifies pipeline initialization, workspace
    provisioning, and repository structures using standard provider bindings.
  language: HCL
  resource_type: Module
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Azure DevOps
  - Modules
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'registry.terraform.io/modules: azure-terraformer - azuredevops provider'
  addition_method: manual
  v2_locations:
  - terraform.md
https://registry.terraform.io/modules/markti/github-runner/azurerm:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An infrastructure-as-code (IaC) Terraform module tailored for automating
    self-hosted GitHub Actions runners in Microsoft Azure. Employs Virtual Machine
    Scale Sets (VMSS) alongside ephemeral instances to secure and scale cluster execution
    tasks. Essential for enterprise workloads demanding isolated network pathways.
  language: Terraform
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Terraform Modules
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: registry.terraform.io/modules/markti/github-runner
  addition_method: manual
  v2_locations:
  - git.md
https://registry.terraform.io/modules/zenml-io/zenml-stack:
  addition_method: manual
  content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158
  description: ''
  health_score: 100.0
  last_checked: 1779030682.98967
  needs_ai_refresh: true
  stars: 0
  title: registry.terraform.io/modules/zenml-io/zenml-stack
  v1_locations:
  - docs/mlops.md
  year: N/A
https://registry.terraform.io/providers/OctopusDeployLabs/octopusdeploylatest/docs:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official Terraform provider for managing Octopus Deploy resources.
    Enables infrastructure teams to programmatically construct projects, target deployment
    environments, tenants, and target resources.
  language: Go
  resource_type: Provider
  complexity: Medium
  hierarchy:
  - Software Delivery
  - Release Orchestration
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'registry.terraform.io: octopusdeploy Provider'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://registry.terraform.io/providers/hashicorp/Azurerm/latest/docs/data-sources/ip_groups:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Technical schema specification detailing the Azure RM `azurerm_ip_groups`
    data source. Permits dynamic query and referencing of preconfigured IP Groups
    for use in firewall and network rules.
  language: HCL
  resource_type: Provider
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Azure
  - Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'registry.terraform.io: Data Source: azurerm_ip_groups (new)'
  addition_method: manual
  v2_locations:
  - terraform.md
https://registry.terraform.io/providers/hashicorp/awscc/latest:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: The AWS Cloud Control (AWSCC) provider is co-engineered to interface
    directly with the AWS Cloud Control API, ensuring rapid updates for newly released
    services. By mapping directly to CloudFormation schemas, it eliminates typical
    developer waiting cycles associated with the standard legacy provider.
  language: HCL
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - AWS
  - Terraform Providers
  - IaC
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: awscc
  addition_method: manual
  v2_locations:
  - terraform.md
https://registry.terraform.io/providers/hashicorp/kubernetes/latest/docs:
  addition_method: manual
  content_hash: a00bb3c6f3a64dac5c89e8e580c539f6c00fb4e8913238cddbe24075cf1c1158
  health_score: 100.0
  last_checked: 1779033072.015798
  v1_locations:
  - docs/about.md
  hierarchy:
  - Automation & Orchestration
  - Infrastructure as Code
  - Terraform Provider
  title: Terraform Kubernetes Provider
  stars: 4
  ai_summary: Official Kubernetes provider for Terraform, enabling declarative deployment
    and management of Kubernetes resources using HashiCorp Configuration Language
    (HCL).
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v2_locations:
  - about.md
https://rejupillai.com/index.php/2021/03/06/configure-tls-on-gke-ingress-for-free-with-lets-encrypt:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical walk-through detailing TLS integration on a GKE Ingress
    controller. Guides the configuration of HTTP-01 and DNS-01 ACME validations using
    cert-manager, resulting in automated, free public certificates.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - PKI & Certificates
  - TLS Ingress
  - Let's Encrypt
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'rejupillai.com: Let’s Encrypt the Web (for free)'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://relay.sh:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030356.275917
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Relay
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Relay
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://release.com/blog/6-docker-compose-best-practices-for-dev-and-prod:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This guide discusses production and development best practices for structuring
    Docker Compose environments. It details crucial considerations like decoupling
    environmental configurations via .env files, implementing proper health checks,
    configuring CPU/Memory resource constraints, and structuring override files for
    local versus staging workloads. It represents a vital resource for production-grade
    container design.
  language: Markdown
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Docker Compose
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'releasehub.com: 6 Docker Compose Best Practices for Dev and Prod'
  addition_method: manual
  v2_locations:
  - docker.md
https://release.com/blog/cutting-build-time-in-half-docker-buildx-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines how to optimize CI/CD pipeline build performance by scaling
    compilation workloads using the Docker Buildx Kubernetes driver. Demonstrates
    how offloading build tasks to Kubernetes clusters yields massive cache reuse and
    parallelization gains.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD Pipelines
  - Build Speed
  - Docker Buildx
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'releasehub.com: Cutting Build Time In Half with Docker’s Buildx Kubernetes
    Driver'
  addition_method: manual
  v2_locations:
  - docker.md
https://release.com/blog/kubernetes-health-checks-2-ways-to-improve-stability:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates how properly defined health checks prevent bad deployments.
    Contrasts the operational differences of readiness probes (traffic routing control)
    with liveness probes (container restart trigger).
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Application Reliability
  - Health Checks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'releasehub.com: Kubernetes Health Checks - 2 Ways to Improve Stability in
    Your Production Applications'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://release.com/blog/terraform-kubernetes-deployment-a-detailed-walkthrough:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed walk-through demonstrating the creation and bootstrap process
    of managed cloud container environments, illustrating resource sequencing requirements
    and control loop structures.
  language: HCL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Cluster Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'releasehub.com: Terraform Kubernetes Deployment: A Detailed Walkthrough'
  addition_method: manual
  v2_locations:
  - terraform.md
https://releasehub.com/blog/6-docker-compose-best-practices-for-dev-and-prod:
  addition_method: manual
  content_hash: 08453a849995d76175cdb6d045c393dc9f7175fb8f146d5aca9e4aa97fe7a080
  description: ''
  health_score: 100.0
  last_checked: 1779030983.233538
  stars: 0
  status: online
  title: 'releasehub.com: 6 Docker Compose Best Practices for Dev and Prod'
  v1_locations:
  - docs/docker.md
  year: N/A
https://releasehub.com/blog/cutting-build-time-in-half-docker-buildx-kubernetes:
  addition_method: manual
  content_hash: 418815082d146a0bb5ce41a7481fb9877873a89e64d711073734ed174e8e28ea
  description: ''
  health_score: 100.0
  last_checked: 1779032340.426413
  stars: 0
  status: online
  title: 'releasehub.com: Cutting Build Time In Half with Docker’s Buildx Kubernetes''
    Driver'
  v1_locations:
  - docs/docker.md
  year: N/A
https://releasehub.com/blog/kubernetes-health-checks-2-ways-to-improve-stability:
  addition_method: manual
  content_hash: ed87ddbadb29e4740ce7124849e7ee311e90e16c9127e791509755f6b228bef6
  description: ''
  health_score: 100.0
  last_checked: 1779029802.153558
  stars: 0
  status: online
  title: 'releasehub.com: Kubernetes Health Checks - 2 Ways to Improve Stability in''
    Your Production Applications'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://releasehub.com/blog/terraform-kubernetes-deployment-a-detailed-walkthrough:
  addition_method: manual
  content_hash: ab0b84ba0a1b3f155f75b72c696f7536d2741ecfdfafcdb16d9a524b0a2a8b3f
  description: ''
  health_score: 100.0
  last_checked: 1779034212.097685
  stars: 0
  status: online
  title: 'releasehub.com: Terraform Kubernetes Deployment: A Detailed Walkthrough'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://releaseops.io/blog/scaling-kubernetes-deployments-in-aws-with-container-insights-metrics:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031190.070906
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'releaseops.io: Scaling Kubernetes Deployments in AWS with Container Insights''
    Metrics'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering releaseops.io:
    Scaling Kubernetes Deployments in AWS with Container Insights'' Metrics in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://relferreira.github.io/kubedev:
  description: ''
  addition_method: manual
  content_hash: ab23bf9c8ab70d8437275f1c81250ef42e6840c812331b1c565ba20e0a5b85cd
  health_score: 100.0
  last_checked: 1779030951.670917
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A local desktop application wrapper giving developers real-time graphical
    insights into running local clusters. Simplifies common developer workflows like
    tailing logs, inspecting port-forwards, and viewing state changes without context-switching.
  language: Go
  resource_type: Desktop App
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - UI Dashboards
  - Local Development
  is_microservice: false
  title: "kubedev \U0001F31F"
https://relnotes.k8s.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Curator Insight highlights the official Kubernetes Release Notes portal.
    Live grounding in 2026 demonstrates this tool's constant utility for DevOps engineers
    running automated deprecation pipelines and tracking version-to-version API mutations.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'relnotes.k8s.io: Kubernetes Release Notes'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://relocate.me:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Curator Insight: Serves as a targeted platform for finding tech positions
    offering visa sponsorship and relocation resources. Live Grounding: A premier
    destination for international talent acquisition, enabling seamless global hiring
    workflows and providing localized immigration support resources.'
  language: en
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - Professional Practice
  - Recruiting
  - Job Portals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: relocate.me
  addition_method: manual
  v2_locations:
  - recruitment.md
https://remote.one:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034520.62614
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: remoteone
  v1_locations:
  - docs/freelancing.md
  v2_locations:
  - freelancing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering remoteone
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://renjithvr11.medium.com/running-gitlab-runners-on-kubernetes-8e7fc9bf75ce:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033002.079352
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'renjithvr11.medium.com: Running GitLab Runners on Kubernetes'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering renjithvr11.medium.com:
    Running GitLab Runners on Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://repl.it:
  addition_method: manual
  content_hash: f0bb00f560f5b867bbd409e64053308f1c563b94addb6c170b31b5316fafd262
  description: ''
  health_score: 100.0
  last_checked: 1779031440.136082
  stars: 0
  status: online
  title: Repl.it
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://replit.com:
  description: ''
  addition_method: manual
  content_hash: 4db5893859040e1e9f5c825e6cb72e1ade936b2a8e1d29007ebb44c50ab72ab4
  health_score: 100.0
  last_checked: 1779130494.945131
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2016'
  stars: 0
  ai_summary: An interactive, collaborative cloud workspace supporting over fifty
    languages. Replit incorporates instant deployment engines, hosting layers, and
    AI pairing models to democratize software construction.
  language: Polyglot
  resource_type: SaaS Platform
  complexity: Beginner
  hierarchy:
  - Development Environments
  - Cloud IDEs
  - Online Sandboxes
  is_microservice: true
  title: Repl.it
https://repo.new:
  addition_method: manual
  content_hash: fd72a180b350a154cab081467cd08bde050716a894ceb1e7a781a2a4fbe3a846
  description: ''
  health_score: 100.0
  last_checked: 1779033759.368296
  stars: 0
  status: online
  title: 'GH repos: repo.new'
  v1_locations:
  - docs/project-management-tools.md
  year: N/A
https://repost.aws:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: 'A legacy discussion forum resource for AWS developers troubleshooting
    infrastructure configurations and billing queries. Note: The platform has largely
    migrated to AWS Re:Post for community support.'
  language: English
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - FinOps & Cloud Cost
  - Community Resources
  - Forums
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: AWS Forums
  addition_method: manual
  v2_locations:
  - newsfeeds.md
  - aws.md
https://repost.aws/es/knowledge-center/troubleshoot-service-quotas-cli-commands:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Curator Insight targets the diagnostics and troubleshooting workflows
    for managing AWS service quotas programmatically. Live Grounding points to this
    as a vital operational playbook for SRE teams, helping avoid throttling and deployment
    blocks during dynamic scaling by automating quota requests via CLI and API.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Operations
  - Service Quotas
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How can I troubleshoot errors using the AWS CLI to manage my service quota
    requests?
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://repost.aws/knowledge-center:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A granular tutorial on migrating DNS management to Amazon Route 53 from
    external registrars. While straightforward, real-world deployment requires careful
    TTL planning and nameserver transition strategies to prevent query dropouts and
    route interruptions during migration.
  language: English
  resource_type: documentation
  complexity: beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - DNS & Domain Management
  - Route 53
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How do I transfer a domain to AWS from another registrar?
  addition_method: manual
  v2_locations:
  - aws-networking.md
  last_checked: 1781735877.813076
https://repost.aws/knowledge-center/create-and-activate-aws-account:
  description: ''
  addition_method: manual
  content_hash: 350d4d0b01fad006279c1a81e67b8f4d979864f102cc32e51f80b428b7badfb0
  health_score: 100.0
  last_checked: 1779130494.933118
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: AWS Knowledge Center guide outlining the prerequisite multi-step verification,
    billing enablement, and security configurations required to bootstrap a brand-new
    AWS root account. Explains the foundational processes necessary to activate core
    global regions safely.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Identity & Access
  - Account Administration
  is_microservice: false
  title: How do I create and activate a new Amazon Web Services account?
https://repost.aws/knowledge-center/eks-plan-upgrade-cluster:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An operational walkthrough guiding cluster operators through step-by-step
    diagnostic and execution checklists for upgrading an EKS control plane and worker
    nodes while verifying structural API compatibility.
  language: N/A
  resource_type: Troubleshooting FAQ
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Cluster Lifecycle
  - Upgrade Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'repost.aws: How do I plan an upgrade strategy for an Amazon EKS cluster?'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://research.google/pubs/dapper-a-large-scale-distributed-systems-tracing-infrastructure:
  description: ''
  year: '2010'
  stars: 0
  ai_summary: Google's seminal research paper on large-scale distributed systems tracing
    infrastructure. Formed the theoretical basis and design patterns for modern tracing
    architectures including Zipkin, Jaeger, and OpenTelemetry.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Tracing
  - Research
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Dapper
  addition_method: manual
  v2_locations:
  - monitoring.md
https://research.google/pubs/pub36356:
  addition_method: manual
  content_hash: 39f408db666030da521804aa3526ae1d7d43163f0a48c003c1931d346c835603
  description: ''
  health_score: 100.0
  last_checked: 1779033924.122423
  stars: 0
  status: online
  title: Dapper
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://research.nccgroup.com/2021/11/10/detection-engineering-for-kubernetes-clusters:
  addition_method: manual
  content_hash: 0e260f1e4b4f1418c0be0572ce75cad2fb73d9e29057c0890495ba0cf595f42a
  description: ''
  health_score: 100.0
  last_checked: 1779033343.646858
  review_metadata:
    original_url: https://research.nccgroup.com/2021/11/10/detection-engineering-for-kubernetes-clusters
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.997738'
  stars: 0
  status: online
  title: '==research.nccgroup.com: Detection Engineering for Kubernetes clusters=='
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://research.nccgroup.com/2022/01/13/10-real-world-stories-of-how-weve-compromised-ci-cd-pipelines:
  addition_method: manual
  ai_summary: A critical compilation of real-world penetration testing engagements
    exposing severe vulnerabilities in automated deployment systems. Analyzes attack
    vectors such as runner compromise, untrusted workflow executions, and secret exposure,
    offering concrete architectural remediation steps for securing pipeline configurations.
  complexity: Advanced
  content_hash: 0e260f1e4b4f1418c0be0572ce75cad2fb73d9e29057c0890495ba0cf595f42a
  description: ''
  health_score: 100.0
  hierarchy:
  - DevSecOps
  - CI/CD Pipeline Security
  - Vulnerability Analysis
  is_microservice: false
  language: English
  last_checked: 1779033579.831868
  resource_type: Case Study
  stars: 0
  status: online
  tags:
  - '[CASE STUDY]'
  - '[DE FACTO STANDARD]'
  title: '==research.nccgroup.com: 10 real-world stories of how we’ve compromised''
    CI/CD pipelines=='
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
https://resources.github.com/devops/tools/automation/actions:
  addition_method: manual
  content_hash: b964f9c267dd74922960191ddbc088786f7058589c53a4d58e88937eaa8626f1
  description: ''
  health_score: 100.0
  last_checked: 1779030192.959021
  stars: 0
  title: '==resources.github.com: What is GitHub Actions? How automation & CI/CD work''
    on GitHub (whitepaper/pdf)=='
  v1_locations:
  - docs/git.md
  year: N/A
https://resources.whitesourcesoftware.com/blog-whitesource/kubernetes-security:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details patterns for implementing automated security controls, concentrating
    on software composition analysis (SCA), secrets lifecycle management, and validating
    supply-chain container provenance.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Supply Chain Security
  - Open Source Vulnerability Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "resources.whitesourcesoftware.com: Kubernetes Security Best Practices \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://restic.net:
  addition_method: manual
  content_hash: 9132670dc8eacfe7a7a1734d45d80315ecdef2a07850d76cffdc33f4604d9a52
  description: ''
  health_score: 100.0
  last_checked: 1779030202.575456
  needs_ai_refresh: true
  stars: 0
  title: '**Restic**'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://resume.io/blog:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Curator Insight provides strategies for optimizing resume design, executing
    distributed job searches, and maintaining focus in home offices. Live Grounding
    notes these tips are crucial for software engineers aiming to stand out in a globalized,
    highly competitive remote hiring landscape.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Organizational Culture
  - Remote Work
  - Career Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'The remote job guide: job search & productivity working from home'
  addition_method: manual
  v2_locations:
  - remote-tech-jobs.md
https://resume.io/blog/remote-job-guide:
  addition_method: manual
  content_hash: ad43003c54c2c21b79dbb21b20851c15dcc8da1dc3a2aef499fc09bc38e65a62
  description: ''
  health_score: 100.0
  last_checked: 1779033038.700112
  stars: 0
  status: online
  title: 'The remote job guide: job search & productivity working from home'
  v1_locations:
  - docs/remote-tech-jobs.md
  year: N/A
https://rethinkdb.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Open-source NoSQL database built to push live updates and query changes
    directly to client-facing web applications. Utilizes its proprietary ReQL language
    to manage real-time event feeds.
  language: C++
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Real-Time Databases
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: rethinkdb.com
  addition_method: manual
  v2_locations:
  - nosql.md
https://retina.sh:
  addition_method: manual
  content_hash: d53b0721c57d77b11a25453fb96763ee56f1176cbe7e214ef2c158da503c36a3
  health_score: 100.0
  last_checked: 1779033258.669335
  v1_locations:
  - docs/kubernetes-monitoring.md
https://reviewnprep.com/blog/devops-basics:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents an essential primer on the core building blocks of the DevOps
    lifecycle, including continuous integration, pipeline automation, and automated
    monitoring. Curator structures position this as an introductory learning framework.
    Live software engineering reviews validate that these foundational definitions
    remain highly useful for aligning non-technical business stakeholders on modern
    delivery metrics.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps & SRE
  - Fundamentals
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'reviewnprep.com: DevOps Basics'
  addition_method: manual
  v2_locations:
  - devops.md
https://reviewnprep.com/blog/devops-tool-comparison-docker-vs-kubernetes-vs-ansible:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An educational primer clarifying the exact boundaries of container runtimes,
    declarative state orchestrators, and agentless configuration engines. Serves as
    a useful roadmap for platform engineers designing highly reproducible multi-cloud
    infrastructures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Platform Engineering
  - Architecture & Orchestration
  - Foundational Primer
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'reviewnprep.com: DevOps Tool Primer: Docker, Kubernetes, Ansible'
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://revistacloud.com/serverlesshorrors-la-web-que-recoge-las-peores-pesadillas-del-mundo-serverless:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A catalog documenting real-world runtime failures, billing anomalies,
    database connection exhaustion, cold start latency bottlenecks, and unexpected
    vendor configurations within modern serverless cloud setups.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure & Orchestration
  - Serverless Architecture
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'ServerlessHorrors: A Web Compiling Nightmares in the Serverless World'
  addition_method: manual
  v2_locations:
  - serverless.md
  - cloud-asset-inventory.md
https://rexegg.com/regex-tricks.html:
  addition_method: manual
  content_hash: 7e63e74b25f578d1f38b67279851b133b669c877dcdfc0b0a5ddff620d42b86d
  description: ''
  health_score: 100.0
  last_checked: 1779029056.777492
  stars: 0
  status: online
  title: 'rexegg.com: Regex Syntax Tricks'
  v1_locations:
  - docs/linux.md
  year: N/A
https://rhelblog.redhat.com/tag/varnish:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Red Hat's official integration portal outlining configuration blueprints
    for running Varnish Cache inside Red Hat Enterprise Linux (RHEL) architectures.
    Highlights systemd customization and repository setups to guarantee enterprise-level
    stability and high-availability HTTP caching.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Caching
  - Edge Caching
  - Enterprise Linux Support
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Red Hat Enterprise Linux Blog. Tag: Varnish'
  addition_method: manual
  v2_locations:
  - caching.md
https://rieckpil.de/maven-setup-for-testing-java-applications:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Architectural setup guide on configuring the Maven testing ecosystem
    using Surefire and Failsafe plugins for robust JUnit, Testcontainers, and integration
    testing execution pipelines.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Testing Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rieckpil.de: Maven Setup For Testing Java Applications'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://rigorousthemes.com/blog/best-kubernetes-dashboard-alternatives:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: A comparative round-up presenting ten modern alternatives to the native
    Kubernetes Dashboard. Evaluates installation ease, cluster management scalability,
    resource profiles, and real-time visualization features of each alternative.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Alternatives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rigorousthemes.com: 10 Best Kubernetes Dashboard Alternatives 2022'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://rion.io/2020/07/04/a-distributed-tracing-adventure-in-apache-beam:
  description: ''
  addition_method: manual
  content_hash: ee3bcbe8b97f1aafbe2d1eb18fee556df8a684d15ee332e1ef774ef68b8e442d
  health_score: 100.0
  last_checked: 1779033713.837917
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2020'
  stars: 0
  ai_summary: A technical retrospective of tracing asynchronous distributed execution
    paths in Apache Beam data processing pipelines. Addresses transaction correlation
    across multi-hop distributed transformations and dynamic worker scale-outs.
  language: en
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Tracing
  - Data Pipelines
  is_microservice: true
  title: A Distributed Tracing Adventure in Apache Beam
https://riptutorial.com:
  description: ''
  year: '2024'
  stars: 2
  ai_summary: A massive historical catalog of crowdsourced development documentation
    extracted from Stack Overflow. Valuable for locating legacy syntax configurations
    and structural references across multiple platform environments.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Documentation
  - Crowdsourced Guides
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "riptutorial.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - elearning.md
https://riptutorial.com/ebook:
  addition_method: manual
  content_hash: ad7ada604543f30c2f11ed77e7b2c7409fad4d4ed3933b61b8c53283450e85f0
  health_score: 100.0
  last_checked: 1779032583.004443
  v1_locations:
  - docs/elearning.md
https://riptutorial.com/ebook/jenkins:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A structured community reference cookbook illustrating standard Jenkins
    installation, basic plugin configuration, and core administration. Provides detailed
    blueprints for building basic automation pipelines, managing credentials, and
    designing execution parameters.
  language: English
  resource_type: book
  complexity: Beginner
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Jenkins Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'riptutorial.com: Learning Jenkins'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://roadmap.sh:
  addition_method: manual
  content_hash: 26e0330cd32e11a6bb962ffdbf073ecb69c90e24b61b04a850ff3f5d36c00b50
  description: ''
  health_score: 100.0
  last_checked: 1779033903.547238
  needs_ai_refresh: true
  stars: 0
  title: roadmap.sh
  v1_locations: []
  year: N/A
https://roadmap.sh/ai:
  addition_method: manual
  content_hash: 2671d72fe01912d8c1fc856065076255665aeb229cf7041118f4788daa7a663f
  description: ''
  health_score: 100.0
  last_checked: 1779029805.392684
  needs_ai_refresh: true
  stars: 0
  title: 'roadmap.sh/ai: Generate roadmaps with AI'
  v1_locations: []
  year: N/A
https://roadmap.sh/devops:
  addition_method: manual
  content_hash: ef744ef18865dd335657af4dd31425b09894af4c6591f3a669e08565629eb273
  health_score: 100.0
  last_checked: 1779032195.77198
  v1_locations: []
https://roadmap.sh/kubernetes:
  addition_method: manual
  content_hash: b1e3a22bc447c91cc8786f76bb392ab8a6c6a4fb66f34ed51de0d07e128a3ba1
  health_score: 100.0
  last_checked: 1779031850.488192
  v1_locations: []
https://roadmap.sh/r?id=65a112f2b8633950ffcf38b6:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: An interactive, structured roadmap detailing the precise skills, methodologies,
    and technologies required to master modern MLOps. Covers foundational software
    engineering, distributed system design, data pipelines, model orchestration, and
    telemetry architectures.
  language: None
  resource_type: Interactive Map
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Learning Roadmap
  - Curated Reference
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'roadmap.sh: MLOps roadmap'
  addition_method: manual
  v2_locations:
  - mlops.md
https://roadmap.sh/terraform:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The standard interactive learning path for mastering Terraform and modern
    IaC principles. Details core concepts, state management, provider development,
    and advanced modular patterns. Essential for training junior and mid-level platform
    engineers.
  language: English
  resource_type: Roadmap / Blueprint
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Learning Paths
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "roadmap.sh/terraform \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://robertmuth.blogspot.com/2012/08/better-bash-scripting-in-15-minutes.html:
  description: ''
  year: '2012'
  stars: 3
  ai_summary: A concise framework detailing critical Bash execution policies, command
    parsing strategies, and error mitigation techniques. It emphasizes the structural
    shift from rapid prototyping to production-grade shell scripting. While historically
    useful, Live Grounding indicates that modern environments frequently augment these
    guidelines with automated linters like ShellCheck.
  language: Bash
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'robertmuth.blogspot.com: Better Bash Scripting in 15 Minutes'
  addition_method: manual
  v2_locations:
  - linux.md
https://robin.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033522.909037
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Robin
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Robin
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://robinshen.medium.com/hands-on-gitops-with-onedev-f05bd278f07c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030196.217471
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Hands-on GitOps with OneDev and Kubernetes
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Hands-on
    GitOps with OneDev and Kubernetes in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://robotframework.org:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: An open-source, keyword-driven acceptance testing and robotic process
    automation (RPA) framework. Built on Python, Robot Framework provides an abstraction
    layer over Selenium, Appium, and API clients, enabling non-programmers to define
    readable testing scripts while keeping underlying code highly modular and extensible.
  language: Robot
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Acceptance Testing
  - Keyword-Driven Frameworks
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Robot Framework \U0001F31F"
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://rockcontent.com/es/blog/matriz-raci:
  addition_method: manual
  content_hash: a817dca36d7165b20ca2b4af6fb317f0f10d4e22e217ac0decc4976db1015971
  description: ''
  health_score: 100.0
  last_checked: 1779030935.068065
  stars: 0
  status: online
  title: Aprende cómo distribuir mejor las responsabilidades con la Matriz RACI
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://rockcontent.com/es/blog/tipos-de-consultoria:
  addition_method: manual
  content_hash: 4ee8fa42cbcffda87fa12f8c03fa82734f9b42c7b67ab9a021dc711bc1fb346a
  description: ''
  health_score: 100.0
  last_checked: 1779032704.756993
  stars: 0
  status: online
  title: 'rockcontent.com: Conoce los principales tipos de consultoría en las que''
    tu negocio puede invertir para explotar su potencial'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://rocket.chat:
  addition_method: manual
  content_hash: 9148fc1787f85787e79c8dc435941400d6dca6921414cf29d372356161a0b29d
  description: ''
  health_score: 100.0
  last_checked: 1779029993.243689
  stars: 0
  status: online
  title: Rocket Chat
  v1_locations:
  - docs/workfromhome.md
  year: N/A
https://rockset.com/blog/sequoia-capital-elasticsearch-to-rockset:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034560.216581
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'rockset.com: Sequoia Capital: Why We Moved from Elasticsearch to Rockset'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering rockset.com:
    Sequoia Capital: Why We Moved from Elasticsearch to Rockset in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://rogerdudler.github.io/git-guide:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: 'Curator Insight: A famously minimalistic, highly approachable guide
    for Git absolute beginners. Live Grounding: Excellent onboarding material focusing
    exclusively on basic operations (init, add, commit, push), stripping away internal
    storage complexities to prevent beginner cognitive overload.'
  language: HTML
  resource_type: Tutorial Website
  complexity: Beginner
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "rogerdudler.github.io: git - the simple guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://rogerdudler.github.io/git-guide/files/git_cheat_sheet.pdf:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: 'Curator Insight: Printable PDF version of Roger Dudler''s minimalist
    Git guide. Live Grounding: High utility as a physical desk reference for engineers
    migrating from SVN or TFVC, focusing purely on high-frequency CLI operations.'
  language: PDF
  resource_type: Printable Guide
  complexity: Beginner
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'rogerdudler.github.io: git cheat sheet pdf'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://rogulski.it/blog/kafka-consumer-knative-fastapi:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A hands-on implementation guide showing how to connect Knative serverless
    triggers with Python-based FastAPI services on Kubernetes. Demonstrates configuring
    custom event subscriptions to feed incoming Kafka payloads directly to serverless
    worker containers.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Native Serverless
  - Knative
  - Eventing Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "rogulski.it: Consume Kafka events with Knative service and FastAPI on kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://rollno748.medium.com/load-testing-gcp-pub-sub-using-jmeter-9eff79440beb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031669.283968
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'rollno748.medium.com: Load testing GCP Pub/Sub using JMeter'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering rollno748.medium.com:
    Load testing GCP Pub/Sub using JMeter in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://rollout.io/blog/rollout-tutorial-feature-flagging-in-your-react-native-app-in-5-minutes:
  addition_method: manual
  content_hash: 2d20fb80c9507ff96826c679d297cc88a3a8a84f1c9ea2ed4cc313d65343b407
  description: ''
  health_score: 100.0
  last_checked: 1779034135.058097
  stars: 0
  status: online
  title: 'rollout.io: CloudBees Rollout Tutorial: Feature Flagging in your React Native''
    App in 5 minutes'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://rollout.io/wp-content/uploads/2018/11/Rising.The_.Flag_.Rollout-1.pdf:
  addition_method: manual
  content_hash: 38bf587523ca271e559c7060b0c03c95cb50e07d8c7457beb0ed22d6ff36cddf
  health_score: 100.0
  last_checked: 1779033384.70621
  review_metadata:
    original_url: https://rollout.io/wp-content/uploads/2018/11/Rising.The_.Flag_.Rollout-1.pdf
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.967769'
  status: review_required
  v1_locations:
  - docs/jenkins.md
https://ronaknathani.com/blog/2020/08/how-a-kubernetes-pod-gets-an-ip-address:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: An exquisite, step-by-step technical analysis of the process of container
    instantiation and network interface creation. Explores how the Kubelet invokes
    CNI plugins to assign an IP address. Live Grounding validates that understanding
    the low-level CNI specification and IPC interactions is crucial for debugging
    cluster networking bottlenecks.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Deep Dive
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "ronaknathani.com: How a Kubernetes Pod Gets an IP Address \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - kubernetes-networking.md
https://rook.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Rook acts as a production-hardened CNCF graduated storage orchestrator
    that natively embeds Ceph within Kubernetes. By managing disks, pools, and filesystems
    as declarative resources, Rook eliminates manual storage administration and bridges
    Kubernetes-native paradigms with high-availability bare metal storage.
  language: Go
  resource_type: Orchestrator
  complexity: High
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Storage Orchestrators
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Rook
  addition_method: manual
  v2_locations:
  - ocp4.md
  - kubernetes-storage.md
https://rosencharts.com:
  addition_method: automatic
  ai_summary: 'Rosen Charts is a pioneer in web data visualization, engineered from
    the ground up for React Server Components (RSC). By executing 100% of chart rendering
    logic on the server via D3 and producing raw SVGs, it completely removes the client-side
    bundle tax of traditional UI charting engines (like Recharts and Chart.js).


    * Requires zero client-side JavaScript by default, avoiding hydration delays and
    layout shifts.

    * Allows progressive enhancement with standard Tailwind classes and localized
    interactivity.'
  category: react
  complexity: Intermediate
  content_hash: 64f6d6ba8b31b5a563a79d271f3a8a128016685cf023710b4e117a64d79fcf54
  description: A zero-bundle-bloat data visualization library crafted for React Server
    Components, D3.js, and Tailwind CSS.
  hierarchy:
  - Frontend
  - React Server Components
  - Data Visualization
  is_microservice: false
  language: en
  last_checked: 1780352414.115672
  reputation_status: Vetted
  reputation_summary: Highly praised on Reddit and Dev.to in late 2025 and 2026 as
    the premiere RSC-compatible, lightweight charting solution.
  resource_type: website
  social_preview_url: https://rosencharts.com/api/og
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: web-visualization
  tags:
  - '[EMERGING]'
  - '[COMMUNITY-TOOL]'
  title: 'Rosen Charts: RSC Compatible D3 Charting Library'
  year: '2025'
https://routerhan.medium.com/understanding-kubernetes-deployment-a-beginners-guide-6723c19dbd57:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029123.609595
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'routerhan.medium.com: Understanding Kubernetes Deployment — A Beginner’s''
    Guide'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering routerhan.medium.com:
    Understanding Kubernetes Deployment — A Beginner’s'' Guide in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://rpadovani.com/k8s-algorithm-pick-pod-scale-in:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A structural examination of the scheduling algorithm's decision tree
    when scaling down workloads. Details the step-by-step prioritization logic (e.g.,
    node location, zone balance, Pod Disruption Budgets, resource usage) used to select
    replicas for termination.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Scheduling
  - Autoscaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'rpadovani.com: How Kubernetes picks which pods to delete during scale-in'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://rpadovani.com/terraform-cloudinit:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Addresses a common race condition by detailing how to orchestrate Terraform
    to hold resource readiness signals until cloud-init scripts complete execution,
    without resorting to vulnerable, direct SSH connections.
  language: English
  resource_type: Technical Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Virtualization & Compute
  - Cloud-Init
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'rpadovani.com: How to make Terraform waiting for cloud-init to finish on
    EC2 without SSH'
  addition_method: manual
  v2_locations:
  - terraform.md
https://rtfm.co.ua/en/kubernetes-cluster-cost-monitoring-kubernetes-resource-report-and-kubecost:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Contrasts the resource-efficient 'Kubernetes Resource Report' project
    with the full-featured analytical depth of Kubecost. Assists engineers in finding
    the ideal balance between low deployment overhead and comprehensive reporting
    capability.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rtfm.co.ua: Kubernetes: Cluster Cost Monitoring – Kubernetes Resource Report
    and Kubecost'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://rtfm.co.ua/en/prometheus-kubernetes-endpoints-monitoring-with-blackbox-exporter:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Focuses on deploying the Prometheus Blackbox Exporter to monitor endpoint
    availability via HTTP, HTTPS, TCP, and ICMP protocols, optimizing synthetic probe
    latency tracks.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Scraping & Exporters
  - Blackbox Probing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rtfm.co.ua: Prometheus: Kubernetes endpoints monitoring with blackbox-exporter'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://rudderstack.com:
  addition_method: manual
  content_hash: d056740e4d71e64586dcdf73a3d2bf8c3335fb4a7f6d142e5c655d05f81cf868
  description: ''
  health_score: 100.0
  last_checked: 1779031827.518222
  stars: 0
  status: online
  title: rudderstack.com iPaaS
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://runs-on.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An innovative open-source self-hosting solution that provisions fast,
    secure, on-demand EC2 single-use runners for GitHub Actions on AWS. Offers extreme
    cost reductions (up to 10x) utilizing EC2 spot instances with minimal boot delays.
  language: Go
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Delivery
  - Self-Hosted Runners
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'RunsOn: Self-hosted GitHub Actions Runners in AWS'
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - aws.md
https://runterrascan.io:
  addition_method: manual
  content_hash: 8fc6d7d949149fa92145dec2c4b5c7e650b1f2035819df4a0abb44b4cb4ac890
  description: ''
  health_score: 100.0
  last_checked: 1779034487.148811
  stars: 0
  status: online
  title: "terrascan \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://rutlandblog.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A focused engineering blog hosting technical walkthroughs and troubleshooting
    guides for cloud operations, networking, and virtualization in Azure. Content
    delivers real-world configuration debugging and sysadmin strategies.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Community
  - Blogs
  - SysOps & Azure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: rutlandblog.com
  addition_method: manual
  v2_locations:
  - azure.md
https://ruudvanasseldonk.com/2023/01/11/the-yaml-document-from-hell:
  addition_method: manual
  ai_summary: Curator Insight is a renowned technical critique of YAML’s excessive
    complexity, implicit typing, and edge-case errors (the Norway problem). Live Grounding
    evaluates the structural vulnerability of relying on implicit parsers in mission-critical
    configuration schemas. Indispensable read for infrastructure architects evaluating
    alternative formats like TOML or CUE.
  complexity: Advanced
  content_hash: 407ebbdf4fdc3c32ebab46a50e2e7839bdd0980daaad13ef29321b7c00b4114a
  description: ''
  health_score: 100.0
  hierarchy:
  - Platform Engineering
  - Configuration Syntax
  - Antipatterns
  is_microservice: false
  language: English
  last_checked: 1779031063.313322
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  title: 'ruudvanasseldonk.com: The yaml document from hell'
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: N/A
https://rvm.io:
  addition_method: manual
  content_hash: cae0a4f19261702ec2e151d8ee99f7fadb20eb06bb2ee123dc84f4dfcb847fef
  health_score: 100.0
  last_checked: 1779030326.636525
  v1_locations:
  - docs/demos.md
  - docs/maven-gradle.md
https://saahitya.hashnode.dev/pod-disruption-budgetpdb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032974.781103
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'saahitya.hashnode.dev: Pod Disruption Budget(Pdb)'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering saahitya.hashnode.dev:
    Pod Disruption Budget(Pdb) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sagikazarmark.hu/blog/vanity-import-paths-in-go:
  addition_method: manual
  content_hash: 17764bf953c2da654a48be3d6145bc9794a4ae9ad5c5f519b2a3a09daa03dd21
  health_score: 100.0
  last_checked: 1779031980.288156
  v1_locations:
  - docs/golang.md
https://sahansera.dev/multi-stage-builds-with-azure-pipelines-ionic:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A practical guide demonstrating how to optimize multi-stage builds for
    hybrid Ionic mobile applications using reusable Azure Pipeline YAML templates.
    It addresses caching strategies, environment isolation, and artifact signing processes
    across stages. Utilizing modular templates promotes configuration reusability
    and significantly minimizes pipeline code duplication.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - DevSecOps & Platform Engineering
  - CI/CD & Mobile DevOps
  - Ionic Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'sahansera.dev: Multi-stage builds for Ionic Apps with Azure Pipeline Templates'
  addition_method: manual
  v2_locations:
  - azure.md
https://sahansera.dev/publishing-android-apps-to-microsoft-appcenter:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: 'A step-by-step tutorial detailing automated distribution pipelines
    that deliver compiled Android binaries from Azure DevOps directly to Microsoft
    App Center. It covers credential management, distribution group target setup,
    and automated release testing. Live Grounding: Since App Center was retired in
    early 2025, modern engineers use Google Play Console tasks or alternative testing
    platforms as destination endpoints.'
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - DevSecOps & Platform Engineering
  - CI/CD & Mobile DevOps
  - App Center Distribution
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'sahansera.dev: Publishing Android Apps to Microsoft App Center from Azure
    DevOps'
  addition_method: manual
  v2_locations:
  - azure.md
https://sairamkrish.medium.com/terraform-best-practices-and-project-setup-1772ad04cf5e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032817.504141
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sairamkrish.medium.com: Terraform — Best practices and project setup'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sairamkrish.medium.com:
    Terraform — Best practices and project setup in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://saiteja313.medium.com/tracing-dns-issues-in-kubernetes-28b38f782103:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031266.189732
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'saiteja313.medium.com: Tracing DNS issues in Kubernetes'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering saiteja313.medium.com:
    Tracing DNS issues in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sakaiproject.atlassian.net/wiki/spaces/REL/pages/1314427619/Maven+release+plugin+cheat+sheet:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.956299
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering sakaiproject.atlassian.net
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://salaboy.com/2022/01/29/event-driven-applications-with-cloudevents-on-kubernetes:
  addition_method: manual
  content_hash: 010ddd6edf11684699029d3736050e75266137aa95f14f380132ccc16fa6e120
  description: ''
  health_score: 100.0
  last_checked: 1779029710.465344
  stars: 0
  status: online
  title: 'salaboy.com: Event-Driven applications with CloudEvents on Kubernetes'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://salaboy.com/2022/08/03/building-platforms-on-top-of-kubernetes-vcluster-and-crossplane:
  addition_method: manual
  content_hash: cf1123a2229edd992e9f0e55757f7965517646a61d8de36e8286cea6a81b65d4
  description: ''
  health_score: 100.0
  last_checked: 1779032583.690334
  stars: 0
  status: online
  title: 'salaboy.com: Building platforms on top of Kubernetes: VCluster and Crossplane'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://salaboy.com/2022/11/28/the-challenges-of-platform-building-on-top-of-kubernetes-4-4:
  addition_method: manual
  content_hash: dcd6e28dc0cb6437dec8516891750bcf55556ebbb2c9fca3378d10af6c6865d6
  description: ''
  health_score: 100.0
  last_checked: 1779030340.016339
  stars: 0
  status: online
  title: 'salaboy.com: The Challenges of Platform Building on Top of Kubernetes 4/4'
  v1_locations:
  - docs/devops.md
  year: N/A
https://samiislam0306.medium.com/insightful-monitoring-of-kubernetes-clusters-with-traces-c7c3b33ed07e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032733.968058
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'samiislam0306.medium.com: Insightful Monitoring of Kubernetes Clusters with''
    Traces'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering samiislam0306.medium.com:
    Insightful Monitoring of Kubernetes Clusters with'' Traces in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://samirbehara.com/2019/05/30/cloud-native-monitoring-with-prometheus:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An architectural review of cloud-native monitoring patterns utilizing
    Prometheus. It contrasts traditional push-based monitoring models with the pull-based
    multi-dimensional metrics architecture, mapping the interaction between Server,
    Discovery, Alertmanager, and Grafana.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Architecture Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Cloud Native Monitoring with Prometheus \U0001F31F"
  addition_method: manual
  v2_locations:
  - prometheus.md
https://samiyaakhtar.medium.com/gitops-observability-visualizing-the-journey-of-a-container-5f6ef1f3c9d2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031711.832478
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'samiyaakhtar.medium.com: GitOps Observability — Visualizing the journey''
    of a container'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering samiyaakhtar.medium.com:
    GitOps Observability — Visualizing the journey'' of a container in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://samos-it.com/posts/securing-redis-istio-tls-origniation-termination.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep-dive technical tutorial on configuring Istio to handle outbound
    TLS origination for external Redis database instances. Demonstrates configuring
    ServiceEntry and DestinationRule resources to transparently encrypt traffic in
    transit without modifying microservice application code.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'samos-it.com: Securing Redis with Istio TLS origination'
  addition_method: manual
  v2_locations:
  - istio.md
https://sandeepbaldawa.medium.com/k8s-labels-selectors-9ad2fcf78a4e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031079.688294
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sandeepbaldawa.medium.com: K8s Labels & Selectors'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sandeepbaldawa.medium.com:
    K8s Labels & Selectors in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sandeepbaldawa.medium.com/service-accounts-in-k8s-kubernetes-2779ee4fb331:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032920.305468
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sandeepbaldawa.medium.com: Service Accounts in K8s (Kubernetes)'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sandeepbaldawa.medium.com:
    Service Accounts in K8s (Kubernetes) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sanjimoh.medium.com/demystifying-kubernetes-networking-episode-1-ca5605a97f87:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031384.986605
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sanjimoh.medium.com: Demystifying Kubernetes Networking — Episode 1'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sanjimoh.medium.com:
    Demystifying Kubernetes Networking — Episode 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sap.github.io/jenkins-library:
  addition_method: manual
  content_hash: 6abadb75504027b8038578a13521e11e4fcd2e590d5de93db6070dde25803a45
  description: ''
  health_score: 100.0
  last_checked: 1779029704.461573
  stars: 0
  status: online
  title: sap.github.io/jenkins-library
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://sapling-scm.com/docs/introduction:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Sapling is Meta’s Git-compatible source control management system engineered
    specifically for massive monolithic repositories. Integrates client-side logic
    with deep server-side virtual file optimizations to provide rapid execution on
    filesystems with millions of files.
  language: C++
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - DevOps
  - Version Control
  - Scalable SCM Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: sapling-scm.com
  addition_method: manual
  v2_locations:
  - git.md
https://satyenkumar.medium.com/demystifying-the-cloud-computing-an-overview-of-the-microsoft-azure-6a5c1fb1799d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031535.489387
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==satyenkumar.medium.com: Demystifying The Cloud: An Overview of the Microsoft'
    Azure== \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==satyenkumar.medium.com:
    Demystifying The Cloud: An Overview of the Microsoft' Azure== \U0001F31F\U0001F31F\U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://satyenkumar.medium.com/my-youtube-channel-is-updated-for-aws-certifications-over-150-video-list-1ae7aa81e99d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033913.561485
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'satyenkumar.medium.com: My Youtube Channel is updated for AWS Certifications''
    (Over 150 Video list)'
  v1_locations:
  - docs/aws-training.md
  v2_locations:
  - aws-training.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering satyenkumar.medium.com:
    My Youtube Channel is updated for AWS Certifications'' (Over 150 Video list) in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://saurabhdashora.hashnode.dev/implementing-sidecar-design-pattern-with-kubernetes-pod:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030522.188903
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'saurabhdashora.hashnode.dev: Implementing Sidecar Design Pattern with Kubernetes''
    Pod'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering saurabhdashora.hashnode.dev:
    Implementing Sidecar Design Pattern with Kubernetes'' Pod in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sayali.hashnode.dev/day-56-understanding-ad-hoc-commands-in-ansible:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029732.082111
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==sayali.hashnode.dev: Day 56: Understanding Ad-hoc commands in Ansible=='
    \U0001F31F"
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==sayali.hashnode.dev:
    Day 56: Understanding Ad-hoc commands in Ansible==' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://scalefactory.com/blog/2021/10/13/failing-faster-with-terraform:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses modern paradigms for catching HCL flaws early. Focuses on
    combining automated formatting commands, dynamic linters (e.g. tflint), local
    state validation, and policy checks directly inside developer pre-commit hooks.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Testing & CI/CD
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'scalefactory.com: Failing faster with terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://scalr.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Scalr is positioned as an enterprise alternative to Terraform Cloud/Enterprise.
    While initial positioning emphasized licensing differences, in 2026 it provides
    mature multi-registry management, hierarchical environment designs, and fine-grained
    Open Policy Agent (OPA) integrations, serving as a reliable control plane for
    large-scale enterprise automation.
  language: None
  resource_type: Product Website
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Orchestration Platforms
  - Alternative TACOs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'scalr.com: An alternative to Terraform Cloud and Terraform Enterprise'
  addition_method: manual
  v2_locations:
  - terraform.md
https://scoop.sh:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Command-line installation manager designed to bypass standard Windows
    GUI installers. Installs packages silently, dependencies automatically, and builds
    structured environment variable paths seamlessly.
  language: PowerShell
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - DevOps
  - Package Management
  - Windows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Scoop: A command-line installer for windows'
  addition_method: manual
  v2_locations:
  - azure.md
https://scotch.io/courses/10-need-to-know-javascript-concepts/declaring-javascript-variables-var-let-and-const:
  addition_method: manual
  content_hash: 0df48620e6b2106ab30430a74433ff08d91013549d409e6a2904f979bf2f31ad
  health_score: 100.0
  last_checked: 1779031497.551725
  v1_locations:
  - docs/javascript.md
https://scrapy.org:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Curator Insight details Scrapy as a highly scalable web extraction framework.
    Live Grounding confirms its role as a robust engine for structured data pipelines,
    leveraging asynchronous scheduling capabilities to handle crawling tasks efficiently
    at scale.
  language: Python
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Data Science
  - Data Engineering
  - Web Scraping
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Scrapy
  addition_method: manual
  v2_locations:
  - python.md
https://scrivano.org/posts/2022-10-21-the-journey-to-speed-up-oci-containers:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An exceptional technical post investigating performance optimization
    avenues for OCI containers. It explores the historical startup bottlenecks of
    container initialization and deep dives into storage drivers, container startup
    phases, and runtime improvements inside tools like crun.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Containerization
  - Runtimes
  - Performance Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'scrivano.org: the journey to speed up running OCI containers'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://sdkman.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The homepage for SDKMAN!, a command-line tool designed to manage parallel
    versions of multiple Software Development Kits, with a strong focus on the JVM
    ecosystem. Live Grounding confirms it as the definitive tool for local environments,
    facilitating zero-friction switches between different Java, Maven, Gradle, and
    Scala runtimes.
  language: English
  resource_type: Tool / Framework
  complexity: Beginner
  hierarchy:
  - DevOps
  - Environment Management
  - SDKMAN
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: SdkMan
  addition_method: manual
  v2_locations:
  - demos.md
https://sdtimes.com/cicd/the-state-of-ci-cd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes broad trends in delivery pipelines, detailing modern bottlenecks
    and the rising use of platform engineering teams to provide standardized templates
    for developer consumption.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - State of DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sdtimes.com: The State of CI/CD'
  addition_method: manual
  v2_locations:
  - cicd.md
https://sdtimes.com/devops/ci-cd-pipelines-are-expanding:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive industry report analyzing the evolution of modern CI/CD
    pipelines as they swallow up operations, security compliance (DevSecOps), and
    AI/ML model integration (MLOps). It traces how simple deployment automation has
    evolved into highly integrated, complex policy engines that run across distributed
    clouds.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - Industry Analysis
  - DevOps Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "sdtimes.com: CI/CD pipelines are expanding \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
  - cicd.md
https://sdtimes.com/devops/gitlab-14-aims-to-do-away-with-diy-devops-toolchains:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analysis of GitLab 14, highlighting its goal to replace fragmented
    custom DevOps pipelines with a single integrated system. Covers its native epic
    planning, container security scanning, and automated pipeline governance features.
  language: Markdown
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Collaborative Platforms
  - DevSecOps Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "sdtimes: GitLab 14 aims to do away with DIY DevOps toolchains \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://sdtimes.com/lowcode/low-code-cuts-down-on-dev-time-increases-testing-headaches:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An analytical overview of the hidden trade-offs involved in adopting
    low-code platforms. While it drastically speeds up structural frontend development,
    it introduces severe challenges in automated integration testing, regression analysis,
    and pipeline verification.
  language: English
  resource_type: Industry Report
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Development Paradigms
  - Low Code
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sdtimes.com: Low code cuts down on dev time, increases testing headaches'
  addition_method: manual
  v2_locations:
  - lowcode-nocode.md
https://search-guard.com/sgctl-elasticsearch:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033342.575455
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'search-guard.com/sgctl-elasticsearch: SGCTL - TAKE BACK CONTROL'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering search-guard.com/sgctl-elasticsearch:
    SGCTL - TAKE BACK CONTROL in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://search.gocenter.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030442.961539
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'search.gocenter.io: JFrog Go Center'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering search.gocenter.io:
    JFrog Go Center in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://searchapparchitecture.techtarget.com/tip/4-trends-for-Kubernetes-cloud-native-teams-to-watch-in-2020:
  addition_method: manual
  content_hash: c13bb3f8f09d5dd63ef736d2dae1196d001871293a269e4657808103496f09de
  description: ''
  health_score: 100.0
  last_checked: 1779033501.578697
  stars: 0
  title: 4 trends for Kubernetes cloud-native teams to watch in 2020
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://searchcloudcomputing.techtarget.com/answer/Amazon-ECS-vs-Kubernetes-Which-should-you-use-on-AWS:
  addition_method: manual
  content_hash: 867781ae56658793ad74ef4171828ac9ea137da301fd648c82a98d82523d5be2
  description: ''
  health_score: 100.0
  last_checked: 1779031429.468366
  stars: 0
  title: 'techtarget.com: Amazon ECS vs. Kubernetes: Which should you use on AWS?'
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://searchcloudcomputing.techtarget.com/feature/Modernize-legacy-applications-with-containers-microservices:
  addition_method: manual
  content_hash: 0bb0dec80d9ffd8d6f820ad0f881f4968b58bb2645d7873b7b621436c413e110
  description: ''
  health_score: 100.0
  last_checked: 1779029471.979098
  stars: 0
  title: Modernize legacy applications with containers, microservices
  v1_locations:
  - docs/introduction.md
  year: N/A
https://searchcloudcomputing.techtarget.com/tip/Compare-tools-for-multi-cloud-Kubernetes-management:
  addition_method: manual
  content_hash: 79fc293924ed036d9fdf1317f2a5f5f04f6f5c3fd8a61ff4189d9c0916df6cb3
  description: ''
  health_score: 100.0
  last_checked: 1779029074.680066
  stars: 0
  title: "Compare tools for multi-cloud Kubernetes management \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://searchcloudcomputing.techtarget.com/tip/Weigh-the-pros-and-cons-of-managed-Kubernetes-services:
  addition_method: manual
  content_hash: 544d7f36af332f9d5a755900874fc962e1d9531702b83a2514e89d9840242bf6
  description: ''
  health_score: 100.0
  last_checked: 1779031609.182346
  stars: 0
  title: Assess managed Kubernetes services for your workloads.
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://searchitoperations.techtarget.com/feature/Differences-between-Kubernetes-Ingress-vs-load-balancer:
  addition_method: manual
  content_hash: 1ea592e5af9f5fa2270ab60af03c6566d123935e1a00862a43b9146034e31679
  description: ''
  health_score: 100.0
  last_checked: 1779031360.775004
  stars: 0
  title: 'searchitoperations.techtarget.com: Differences between Kubernetes Ingress''
    vs. load balancer'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://searchitoperations.techtarget.com/feature/Optimize-Kubernetes-cluster-management-with-these-5-tips:
  addition_method: manual
  content_hash: 26a1e9d7bde668bfd0c307a5d12479806736dd2c58837f5719271bca9126b4c7
  description: ''
  health_score: 100.0
  last_checked: 1779030268.800951
  stars: 0
  title: '**Optimize** Kubernetes cluster management with these 5 tips'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://searchitoperations.techtarget.com/feature/Top-15-DevOps-blogs-to-read-and-follow:
  addition_method: manual
  content_hash: 41547af4ca8afd969858e9e688a5f38d300e786cc39568d24cbdb244de808828
  description: ''
  health_score: 100.0
  last_checked: 1779032762.366439
  stars: 0
  title: Top 15 DevOps blogs to read and follow
  v1_locations:
  - docs/devops.md
  year: N/A
https://searchitoperations.techtarget.com/news/252467102/Kubernetes-policy-project-takes-enterprise-IT-by-storm:
  addition_method: manual
  content_hash: e4067d287169807db21d01b55d1d2f2db796c2a8970516785bcbb99201433ced
  description: ''
  health_score: 100.0
  last_checked: 1779032182.351223
  stars: 0
  title: 'searchitoperations.techtarget.com: Kubernetes policy project takes enterprise''
    IT by storm'
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://searchitoperations.techtarget.com/news/252492459/GitOps-pros-grapple-with-Kubernetes-configuration-management:
  addition_method: manual
  content_hash: 9ed2f098f7055fe00d2d52dcf83f060a5ebe559d55217073439bff6188f9411f
  description: ''
  health_score: 100.0
  last_checked: 1779030355.62277
  stars: 0
  title: "searchitoperations.techtarget.com: GitOps pros grapple with Kubernetes configuration'
    management. GitOps users seek ideal Kubernetes config tool \U0001F31F"
  v1_locations:
  - docs/gitops.md
  year: N/A
https://searchitoperations.techtarget.com/news/252505548/CNCF-policy-as-code-project-bridges-Kubernetes-security-gaps:
  addition_method: manual
  content_hash: cca0795b82ea9c002f84539fbf717f9a594e58337f7b0d22b296977894bd888a
  description: ''
  health_score: 100.0
  last_checked: 1779034354.846296
  stars: 0
  title: 'searchitoperations.techtarget.com: CNCF policy-as-code project bridges Kubernetes''
    security gaps'
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://searchitoperations.techtarget.com/tip/Ensure-Kubernetes-high-availability-with-master-node-planning:
  addition_method: manual
  content_hash: 428fcff4d74c21bf1dc38173f6aea420d8ebc25c7561f62ab49285bdd1eec34e
  description: ''
  health_score: 100.0
  last_checked: 1779032819.776848
  stars: 0
  title: 'searchitoperations.techtarget.com: Ensure Kubernetes high availability with''
    master node planning'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://searchitoperations.techtarget.com/tip/Terraform-cheat-sheet-Notable-commands-HCL-and-more:
  addition_method: manual
  content_hash: 84b8e122167d3faaa11b4968e9e95aaea2e6395b620eb00bcb716fac1f40fc92
  description: ''
  health_score: 100.0
  last_checked: 1779030554.544696
  stars: 0
  title: 'searchitoperations.techtarget.com: Terraform cheat sheet: Notable commands,''
    HCL and more'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://searchitoperations.techtarget.com/tip/Tips-and-tools-to-achieve-a-serverless-DevOps-workflow:
  addition_method: manual
  content_hash: 54dd4b7cd6e1c0296144ef068c39959fc00c76979b00e70d3a784dadde42ff30
  description: ''
  health_score: 100.0
  last_checked: 1779032873.331199
  stars: 0
  title: 'searchitoperations.techtarget.com: Tips and tools to achieve a serverless''
    DevOps workflow'
  v1_locations:
  - docs/devops.md
  year: N/A
https://searchstorage.techtarget.com/definition/IBM-Spectrum:
  addition_method: manual
  content_hash: d26b4aba12fcef90e978e874f450bf1bb21ee0a2e6f90effef51f9244637c4af
  description: ''
  health_score: 100.0
  last_checked: 1779029063.944004
  stars: 0
  title: 'searchstorage.techtarget.com: IBM Spectrum'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://seattledataguy.substack.com/p/data-engineering-vs-machine-learning:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030335.228472
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==seattledataguy.substack.com: Data Engineering Vs Machine Learning Pipelines=='
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==seattledataguy.substack.com:
    Data Engineering Vs Machine Learning Pipelines== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sebalopezz.medium.com/monolith-to-microservices-event-driven-architecture-ff4284bf4ecf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030608.720267
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "sebalopezz.medium.com: Monolith to Microservices + Event-Driven Architecture'
    \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering sebalopezz.medium.com:
    Monolith to Microservices + Event-Driven Architecture' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sebastiandedeyne.com/things-you-didnt-know-you-could-diff-in-github:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights advanced, non-standard visual comparisons and diff features
    natively supported inside the GitHub UI, including rich text layouts, image assets,
    and 3D rendering formats.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Git Repositories
  - GitHub
  - Advanced Diffing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Things you didn't know you could diff in GitHub
  addition_method: manual
  v2_locations:
  - git.md
https://sebinxavi.medium.com/eks-cluster-deployment-using-terraform-685c89b14f72:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032704.052325
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sebinxavi.medium.com: EKS cluster deployment using Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sebinxavi.medium.com:
    EKS cluster deployment using Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://security.stackexchange.com/questions/58167/databases-in-dmz-and-intranet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735924.331133
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Databases in DMZ and Intranet
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Databases
    in DMZ and Intranet in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://securityaffairs.co/wordpress/127708/hacking/kubernetes-argo-cd-flaw.html:
  addition_method: manual
  content_hash: d2ec11058671fe6d0ece8bdadbcfa683cb3b5c6d738129a158849ae043a1810d
  description: ''
  health_score: 100.0
  last_checked: 1779033568.144063
  stars: 0
  status: online
  title: 'securityaffairs.co: Argo CD flaw could allow stealing sensitive data from''
    Kubernetes Apps'
  v1_locations:
  - docs/argo.md
  year: N/A
https://securityaffairs.com/127708/hacking/kubernetes-argo-cd-flaw.html:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Highlights the threat landscape exposed by vulnerability CVE-2022-24348
    in multi-tenant environments. Emphasizes why prompt patching of GitOps controllers
    is critical when handling multi-tenant repositories on shared control planes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Vulnerabilities & CVEs
  - ArgoCD Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'securityaffairs.co: Argo CD flaw could allow stealing sensitive data from
    Kubernetes Apps'
  addition_method: manual
  v2_locations:
  - argo.md
https://securityboulevard.com/2021/02/devops-vs-devsecops-heres-how-they-fit-together:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030305.579581
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'securityboulevard.com: DevOps vs. DevSecOps – Here’s How They Fit Together'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering securityboulevard.com:
    DevOps vs. DevSecOps – Here’s How They Fit Together in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://securityboulevard.com/2022/10/implementing-zero-trust-security-with-service-mesh-and-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032762.315586
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'securityboulevard.com: Implementing Zero-Trust Security With Service Mesh''
    and Kubernetes'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering securityboulevard.com:
    Implementing Zero-Trust Security With Service Mesh'' and Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://securitycafe.ro/2023/02/27/a-complete-kubernetes-config-review-methodology:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An exhaustive, step-by-step methodology for auditing the entire configuration
    footprint of Kubernetes environments. Provides structural steps for scanning RBAC
    bindings, assessing cluster configuration parameters, and scanning host node vulnerabilities.
    Essential checklist for compliance officers and security auditors.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Audit
  - Configuration Assessment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'securitycafe.ro: A COMPLETE KUBERNETES CONFIG REVIEW METHODOLOGY'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://securitylabs.datadoghq.com/articles/container-security-fundamentals-part-1:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Demystifies the operational nature of containers as isolated host processes.
    Analyzes syscall structures, cgroup isolation properties, and modern runtime inspection
    workflows for developers.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Containers
  - Security & Hardening
  - Process Boundaries
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'securitylabs.datadoghq.com: Container security fundamentals: Exploring containers
    as processes'
  addition_method: manual
  v2_locations:
  - docker.md
https://securityonline.info/vampi-vulnerable-rest-api-with-owasp-top-10-vulnerabilities:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031146.51191
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'securityonline.info: VAmPI: Vulnerable REST API with OWASP top 10 vulnerabilities'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering securityonline.info:
    VAmPI: Vulnerable REST API with OWASP top 10 vulnerabilities in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://seekingalpha.com/article/4427517-jfrog-reminds-me-of-mongodb:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An external market analysis tracing JFrog's economic trajectory and
    product adoption patterns, comparing its position in the DevOps ecosystem to MongoDB's
    disruptive influence in databases. It discusses developer adoption, platform consolidation,
    and commercial growth. The article presents a non-technical overview of JFrog's
    platform viability.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Market & Strategy
  - DevOps Platforms
  - JFrog Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'seekingalpha.com: JFrog Reminds Me Of MongoDB'
  addition_method: manual
  v2_locations:
  - registries.md
https://segment.com/blog/the-segment-aws-stack:
  description: ''
  year: '2017'
  stars: 3
  ai_summary: Segment's historic architectural deep dive discussing their infrastructure
    orchestration models over AWS. Captures early evolution of high-volume container
    deployments prior to widespread EKS standards.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - AWS
  - Arch Study
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: The Segment AWS Stack
  addition_method: manual
  v2_locations:
  - terraform.md
https://seguridad-informacion.blogspot.com/2020/07/you-bet-that-apis-power-devops-tools.html:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Outlines the hidden layer of REST and gRPC APIs driving automation in
    modern DevOps tools. From infrastructure provisioning (Terraform) to CI/CD pipelines
    (GitHub Actions) and container orchestration (Kubernetes API), software engineering
    relies on reliable API layers to control underlying hardware and virtual assets.
    It underscores that understanding API structures is foundational for automated
    platform engineering.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: You Bet That APIs Power DevOps Tools
  addition_method: manual
  v2_locations:
  - api.md
https://selenium.dev:
  addition_method: manual
  content_hash: b2325901a2c91df06e1f3b3882fca5e71ecddce3709851a2eba408d822142a04
  description: ''
  health_score: 100.0
  last_checked: 1779032185.29671
  stars: 0
  status: online
  title: selenium.dev
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://semantic-release.gitbook.io/semantic-release:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official blueprints for semantic-release, a pipeline agent that completely
    automates versioning and package publishing. Analyzes commit messages matching
    conventional standards to calculate semver increments, avoiding manual human errors
    during rollout pipelines.
  language: English
  resource_type: Library
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Deployment
  - Release Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "semantic-release.gitbook.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://semaphore.io:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Semaphore CI/CD is a high-performance continuous integration and delivery
    platform engineered for cloud-native workflows. The platform prioritizes out-of-the-box
    Docker support, dynamic monorepo build optimizations, and automated pipeline scaling
    to maximize build velocity.
  language: English
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD Platforms
  - Cloud-Native CI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Semaphore
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://semaphore.io/blog/continuous-blue-green-deployments-with-kubernetes:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Technical tutorial illustrating native implementation of blue-green
    deployments on Kubernetes. Demonstrates how to manipulate service selectors, manage
    ingress controllers, and swap traffic dynamically with zero application downtime.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - Deployment Strategies
  - Blue-Green & Canary
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "semaphoreci.com: Continuous Blue-Green Deployments With Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - cicd.md
https://semaphore.io/blog/deploy-microservices:
  description: "- Option 1: Single machine, multiple processes\n    - Option 2: Multiple
    machines and processes\n    - Option 3: Deploy microservices with containers\n
    \   - Option 4: Orchestrators\n    - Option 5: Deploy microservices as serverless
    functions"
  year: '2022'
  stars: 4
  ai_summary: 'Compares five distinct patterns for microservices deployment: single
    machine/multiple processes, multi-VM hosting, containerization, specialized orchestrators,
    and serverless runtimes. Outlines the operational costs, performance attributes,
    and deployment complexities of each option.'
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Microservices & Distributed Systems
  - Deployment Models
  - Orchestration Options
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "semaphoreci.com: 5 Options for Deploying Microservices \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://semaphore.io/blog/devops-ml-data:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Argues for the rigorous application of DevOps fundamentals to machine
    learning training data. Discusses concepts such as immutable data pipelines, data-drift
    unit testing, semantic versioning of large binary stores, and continuous integration
    validation applied specifically to high-volume datasets.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Data Ops
  - CI-CD
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'semaphoreci.com: Why Do We Need DevOps for ML Data?'
  addition_method: manual
  v2_locations:
  - mlops.md
https://semaphore.io/blog/kubernetes-deployments:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Focuses on incorporating shift-left security strategies directly into
    the CI/CD deployment pipeline. It details how to leverage static manifest analysis,
    configuration linters, and runtime context constraints. This is essential for
    preventing misconfigured workloads from reaching production environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Deployment Security
  - Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'semaphoreci.com: Secure Your Kubernetes Deployments'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://semaphore.io/blog/kubernetes-vs-docker:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the shift from old Docker-focused configurations to standardized
    container runtimes (such as containerd). Crucial reading for understanding Kubernetes'
    removal of Dockershim.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Containers
  - Runtimes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'semaphoreci.com: Kubernetes vs Docker: Understanding Containers in 2021'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://semaphore.io/blog/microfrontends:
  description: "- Microservices are a popular way to build small, autonomous teams
    that can work independently. Unfortunately, by their very nature, microservices
    only work in the backend. Even with the best microservice architecture, frontend
    development still requires a high degree of interdependence, and this introduces
    coupling and communication overhead that can slow down everyone.\n    - Can we
    take microservice architecture patterns and apply them to the frontend? It turns
    out we can. Companies such as Netflix, Zalando, and Capital One have pushed the
    pattern to the front, laying the groundwork for microfrontends. This article will
    explore microfrontends, their benefits and disadvantages, and how they differ
    from traditional microservices."
  year: '2021'
  stars: 0
  ai_summary: Explores extending microservice patterns to client-side presentation
    layers. Evaluates how microfrontends divide a single web application into independent,
    decoupled frontend modules maintained by autonomous cross-functional teams.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Frontend Architecture
  - Microfrontends
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'semaphoreci.com: Microfrontends: Microservices for the Frontend'
  addition_method: manual
  v2_locations:
  - introduction.md
https://semaphore.io/blog/replicaset-statefulset-daemonset-deployments:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A rigorous comparative guide contrasting Kubernetes workload controllers.
    Outlines when to use Deployments (stateless scaling), StatefulSets (stable network
    IDs, persistent disk-to-pod mappings), DaemonSets (single instance per node),
    and ReplicaSets, explaining how scheduling algorithms process each type differently.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Core Concepts
  - Workload Resources
  - Controller Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'semaphoreci.com: Understanding ReplicaSet vs. StatefulSet vs. DaemonSet
    vs. Deployments'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://semaphore.io/blog/revving-up-continuous-integration-with-parallel-testing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This technical deep-dive examines parallel testing strategies within
    Semaphore CI/CD pipelines. Explains dynamic test suite splitting, containerized
    executor pooling, and concurrency management to drastically reduce developer feedback
    loops in microservice architectures.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD Platforms
  - Pipeline Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'semaphoreci.com: Revving up Continuous Integration with Parallel Testing'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://semaphoreci.com:
  addition_method: manual
  content_hash: a7c754442594e487c76af23cba3e428bd8ad1f14835234adbe9bb943cc0b761a
  description: ''
  health_score: 100.0
  last_checked: 1779032380.865939
  stars: 0
  status: online
  title: Semaphore
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://semaphoreci.com/blog/continuous-blue-green-deployments-with-kubernetes:
  addition_method: manual
  content_hash: b2f5fa4b340d424ef0267d2bd3b1c8e6c94dbd3680d0e51d1ed76b91d9b02ca5
  description: ''
  health_score: 100.0
  last_checked: 1779032961.42386
  stars: 0
  status: online
  title: "semaphoreci.com: Continuous Blue-Green Deployments With Kubernetes \U0001F31F"
  v1_locations:
  - docs/cicd.md
  - docs/kubernetes.md
  year: N/A
https://semaphoreci.com/blog/deploy-microservices:
  addition_method: manual
  content_hash: 4ef71d7bb97c80f537c70fa2838bf0c23930ff789ee6aea755fe55af0fa21549
  description: ''
  health_score: 100.0
  last_checked: 1779033823.657296
  stars: 0
  status: online
  title: "==semaphoreci.com: 5 Options for Deploying Microservices== \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
https://semaphoreci.com/blog/devops-ml-data:
  addition_method: manual
  content_hash: 033a15e95641e702fcf06a57412dcd482a7729f8092cc027a001f5d43c51159b
  description: ''
  health_score: 100.0
  last_checked: 1779032977.618879
  stars: 0
  status: online
  title: 'semaphoreci.com: Why Do We Need DevOps for ML Data?'
  v1_locations:
  - docs/mlops.md
  year: N/A
https://semaphoreci.com/blog/kubernetes-deployments:
  addition_method: manual
  content_hash: c6503c1a40604c7481c4ad8e67585fc0b35b1cd9aaa7bfb8d54903e8558edba3
  description: ''
  health_score: 100.0
  last_checked: 1779032344.323758
  stars: 0
  status: online
  title: 'semaphoreci.com: Secure Your Kubernetes Deployments'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://semaphoreci.com/blog/kubernetes-vs-docker:
  addition_method: manual
  content_hash: ce1b911fbf3df7062f609dd6815ba23ec4266e70a002c37444eb6ee2105e07e8
  description: ''
  health_score: 100.0
  last_checked: 1779032361.303188
  stars: 0
  status: online
  title: 'semaphoreci.com: Kubernetes vs Docker: Understanding Containers in 2021'
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://semaphoreci.com/blog/microfrontends:
  addition_method: manual
  content_hash: 2c9b17816b3f8d94165befe9120270df290227b651312bc7dafea319c64181a3
  description: ''
  health_score: 100.0
  last_checked: 1779030531.503692
  stars: 0
  status: online
  title: 'semaphoreci.com: Microfrontends: Microservices for the Frontend'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://semaphoreci.com/blog/replicaset-statefulset-daemonset-deployments:
  addition_method: manual
  content_hash: 2b0fd4e3f220f3bf9e126ef4d6ce22a04153aaff92ff198b9b75876ee5d25d60
  description: ''
  health_score: 100.0
  last_checked: 1779033081.903433
  stars: 0
  status: online
  title: '==semaphoreci.com: Understanding ReplicaSet vs. StatefulSet vs. DaemonSet''
    vs. Deployments=='
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://semaphoreci.com/blog/revving-up-continuous-integration-with-parallel-testing:
  addition_method: manual
  content_hash: a76341400ed4615321069fd9f620b72d26ca78d69829069d357b17e37806b961
  description: ''
  health_score: 100.0
  last_checked: 1779033795.39628
  stars: 0
  status: online
  title: 'semaphoreci.com: Revving up Continuous Integration with Parallel Testing'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://semaphoreci.medium.com/12-ways-to-improve-your-monolith-before-transitioning-to-microservices-d1061e96ca1a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032050.276884
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==semaphoreci.medium.com: 12 Ways to Improve Your Monolith Before Transitioning'
    to Microservices== \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==semaphoreci.medium.com:
    12 Ways to Improve Your Monolith Before Transitioning' to Microservices== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sematext.com/capabilities/container-monitoring:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Sematext's container monitoring solution provides deep-dive observability
    for Docker, Kubernetes, and containerized applications. It automatically gathers
    resource utilization metrics and log streams from daemon processes without requiring
    manual configuration of host-level forwarders. This platform is highly valuable
    for hybrid deployments, offering unified log searching and performance alerting
    to minimize container-level MTTD (Mean Time to Detection).
  language: N/A
  resource_type: SaaS
  complexity: Medium
  hierarchy:
  - Observability
  - Monitoring
  - Log Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "sematext: Monitor Docker Metrics & Logs \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://sematext.com/docker:
  addition_method: manual
  content_hash: cfc2577e1aef3aa5524bcdcf9b5d20671e09f51f46cb90c86ffe869d848c4b89
  description: ''
  health_score: 100.0
  last_checked: 1779032969.155561
  stars: 0
  status: online
  title: "sematext: Monitor Docker Metrics & Logs \U0001F31F"
  v1_locations:
  - docs/docker.md
  year: N/A
https://semgrep.dev:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Fast, open-source static analysis engine for searching code, finding
    bugs, and enforcing dependency policies. Syntactically aware engine makes it highly
    customizable and much faster than legacy AST scanners.
  language: OCaml
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Security
  - Static Analysis
  - SAST
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Semgrep
  addition_method: manual
  v2_locations:
  - qa.md
https://sentry.io:
  addition_method: manual
  content_hash: f746bf234b2f7147c66e16d62fe263c237932a8b65fcbb0f6a999298dfeb8803
  description: ''
  health_score: 100.0
  last_checked: 1779031609.201777
  stars: 0
  status: online
  title: sentry.io
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://sentry.io/welcome:
  description: '- APMs like Dynatrace, etc.'
  addition_method: manual
  content_hash: ea96440263f38a8daa633c922507453a80c6b92a2d65b0bbdd4a28eb4826b507
  health_score: 100.0
  last_checked: 1779130494.936958
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2024'
  stars: 0
  ai_summary: Technical framework for real-time application error tracking and performance
    profiling. Offers native SDK integrations across key stacks, trace stitching,
    and code-level context detailing for distributed microservices.
  language: en
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Observability
  - APM & Logging
  - Application Performance Monitoring
  is_microservice: true
  title: sentry.io
https://sequoia.makes.software/reducing-docker-image-size-particularly-for-kubernetes-environments:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines image sizing optimizations specifically within large-scale
    Kubernetes production networks. Highlights how smaller footprints accelerate pull
    cycles and deployment velocity.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Containers
  - Build Optimization
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "sequoia.makes.software: Reducing Docker Image Size (Particularly for Kubernetes
    Environments) \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://seraf.dev/argocd-tutorial-with-terraform-af77ddea2e6e:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Guides engineers on bootstrapping an entire ArgoCD installation, including
    repositories, projects, and application instances, declaratively via the official
    HashiCorp Terraform provider for ArgoCD.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - GitOps
  - ArgoCD
  - Terraform Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'seraf.dev: ArgoCD Tutorial — (with Terraform)'
  addition_method: manual
  v2_locations:
  - argo.md
https://seranking.com/blog/practical-tips-google-search-operators:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores advanced searching patterns using specific logical commands
    inside Google's search engine. This reference is invaluable for research-heavy
    engineers who need to quickly filter threat vectors, target domains, or precise
    engineering docs.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Information Retrieval
  - OSINT
  - Search Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'seranking.com: The cheat sheet of 30+ Google Search operators'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://serhii.vasylenko.info/2022/01/16/some-techniques-to-enhance-your-terraform-proficiency:
  addition_method: manual
  content_hash: c7720124311df98171910dfa0e27515bc007263d43b030040e41b9426f81ce7e
  description: ''
  health_score: 100.0
  last_checked: 1779031464.765117
  stars: 0
  status: online
  title: 'serhii.vasylenko.info: Some Techniques to Enhance Your Terraform Proficiency'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://serokell.io/blog/kubernetes-guide:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A detailed conceptual primer exploring the architecture, core constructs,
    and real-world deployment mechanisms of Kubernetes. Discusses basic cluster layout,
    continuous reconciliation loops, scaling commands, and the historical pivot from
    legacy monolithic hosts to orchestrated microservices.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Core Concepts
  - Introduction
  - Orchestration Concepts
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'serokell.io/blog/kubernetes-guide: A Guide to Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
? https://seroter.com/2021/08/18/using-the-new-google-cloud-config-controller-to-provision-and-manage-cloud-services-via-the-kubernetes-resource-model
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces the Google Cloud Config Controller, highlighting its use
    of the Kubernetes Resource Model (KRM) to declare and govern external GCP services.
    Allows platform teams to enforce stateful GitOps practices, treating cloud resources
    (like databases and networking) identical to standard Kubernetes manifests.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps
  - Declarative Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'seroter.com: Using the new Google Cloud Config Controller to provision and
    manage cloud services via the Kubernetes Resource Model'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://serverless-stack.com/examples/how-to-debug-lambda-functions-with-visual-studio-code.html:
  addition_method: manual
  content_hash: af25eafc3ec17cd565814e92f72ddbe39899b4f9558c50a314415fdbeca6e195
  description: ''
  health_score: 100.0
  last_checked: 1779033751.141786
  stars: 0
  status: online
  title: 'serverless-stack.com: How to debug Lambda functions with Visual Studio Code'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://serverless.tf:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: The serverless.tf project offers structured Terraform blueprints for
    designing robust, production-ready serverless applications on AWS. By standardizing
    execution patterns for AWS Lambda, API Gateway, and Step Functions, it eliminates
    raw boilerplate while preserving native HCL flexibility.
  language: HCL
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Serverless
  - AWS
  - IaC
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'serverless.tf: Doing serverless with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://serverlesshorrors.com:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: An open community catalog detailing critical serverless horror stories,
    execution loops, cold-start bottlenecks, and configuration mistakes to help engineers
    avoid similar traps.
  language: English
  resource_type: Web Resource
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Serverless
  - Anti-patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "serverlesshorrors.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
https://serverlessland.com:
  description: ''
  addition_method: manual
  content_hash: 5b6cd1441b940a59f09104ff12fcc2ef9e14fba4fd58318b17a366f7c9ce9412
  health_score: 100.0
  last_checked: 1779032219.543911
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: The premier AWS-managed serverless knowledge hub. It serves as an architectural
    repository for designing events, writing Lambda configurations, orchestrating
    Step Functions, and keeping abreast of serverless pattern trends globally.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Serverless
  is_microservice: false
  title: serverlessland.com
https://serverlessland.com/event-driven-architecture:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A foundational deep dive into decoupled event-driven systems, detailing
    key components such as event producers, routers, and consumers. Essential reading
    for establishing loose-coupling patterns.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Event Driven Architecture
  - Fundamentals
  - Concepts
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "serverlessland.com/event-driven-architecture: Introduction to Event Driven
    Architecture \U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
https://serverlessland.com/event-driven-architecture/visuals:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A curated collection of visual explanations covering event-driven mechanics.
    Helps developers visually digest routing, choreographies, and filtering topologies.
  language: English
  resource_type: Visual Guide
  complexity: Beginner
  hierarchy:
  - Event Driven Architecture
  - Fundamentals
  - Visuals
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "serverlessland.com: EDA VISUALS \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
https://serverlessland.com/event-driven-architecture/visuals/batching-vs-event-streams:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A clear comparative analysis detailing when to leverage high-throughput
    batching against real-time low-latency event streaming patterns. Crucial for designing
    data pipeline boundaries.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Event Driven Architecture
  - Data Processing
  - Batch vs Streaming
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'serverlessland.com: BATCH PROCESSING VS EVENT STREAMING'
  addition_method: manual
  v2_locations:
  - serverless.md
https://serverlessland.com/event-driven-architecture/visuals/splitter-pattern:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Examines the Enterprise Integration Pattern (EIP) of splitting a single
    composite payload into individual records for decoupled and parallel execution
    inside event pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Event Driven Architecture
  - Design Patterns
  - Enterprise Integration Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'serverlessland.com: Splitter pattern'
  addition_method: manual
  v2_locations:
  - serverless.md
https://serverlessland.com/explore/sam-pipelines:
  description: ''
  addition_method: manual
  content_hash: 5b6cd1441b940a59f09104ff12fcc2ef9e14fba4fd58318b17a366f7c9ce9412
  health_score: 100.0
  last_checked: 1779033081.544125
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: Technical deep dive into the SAM (Serverless Application Model) Pipelines
    integration. It provides prescriptive architectural frameworks for continuous
    integration and delivery (CI/CD) pipelines supporting multi-account serverless
    deployment methodologies.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Computing
  - AWS
  - Serverless
  is_microservice: false
  title: AWS SAM Pipelines
https://serverlessland.com/patterns:
  description: ''
  addition_method: manual
  content_hash: 5b6cd1441b940a59f09104ff12fcc2ef9e14fba4fd58318b17a366f7c9ce9412
  health_score: 100.0
  last_checked: 1779033170.005277
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: An open repository of Infrastructure as Code (IaC) serverless design
    patterns using SAM, CDK, and CloudFormation. Highly valuable for scaffolding backend
    pipelines integrating API Gateway, EventBridge, and DynamoDB.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Serverless
  is_microservice: false
  title: 'serverlessland.com/patterns: Serverless Patterns Collection'
https://servicesblog.redhat.com/2019/03/06/remote-debugging-of-java-applications-on-openshift:
  addition_method: manual
  content_hash: 436b956763fab597970904ae06f789617a42c43fa2506ad672e1ae9ef87e3dbf
  description: ''
  health_score: 100.0
  last_checked: 1779031896.492698
  stars: 0
  status: online
  title: Remote Debugging of Java Applications on OpenShift
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://sessionize.com/aiewf2026:
  addition_method: automatic
  ai_summary: 'Curator Insight: Technical event agendas serve as key indicators of
    immediate architectural shifts and developer tool standardization.


    Live Grounding: This Sessionize CFP maps out advanced tracks for the 2026 conference
    at Moscone West, specifically soliciting expertise in recursive autoresearch loops,
    contextual memory systems, agentic commerce frameworks, and specialized domain-specific
    vertical AI engines.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 4f766dd0556e9503816d234b33375a5956e201b5d57157e9054ac8c4d1361262
  description: Submit proposals to speak at the largest technical AI conference in
    the world, taking place at Moscone West, San Francisco.
  hierarchy:
  - AI
  - Conferences
  - AI Engineering
  - Sessionize CFP
  is_microservice: false
  language: en
  last_checked: 1780352158.263397
  reputation_status: Vetted
  reputation_summary: Highly trusted platform used for the world's largest technical
    AI engineering event.
  resource_type: documentation
  social_preview_url: https://sessionize.com/image/867d-1140o400o3-94j3nHBkq2aeR7cfcMmgi3.png
  source_provenance: X.com (swyx)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: AI Engineer World's Fair 2026 Call for Speakers
  year: '2026'
https://severalnines.com/blog/how-does-database-load-balancer-work:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how specialized database load balancers function under the
    hood. Details protocol-level query routing, connection multiplexing, failover
    health-checks, and automatic routing of write requests to the master and read
    requests to replica pools.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Database Architecture
  - Traffic Management
  - Load Balancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'severalnines.com: How Does a Database Load Balancer Work?'
  addition_method: manual
  v2_locations:
  - databases.md
https://severalnines.com/database-blog/how-does-database-load-balancer-work:
  addition_method: manual
  content_hash: 6f70da2fa7e539f7984aea83957484e9bae9fe6ef597cf45c2c652e919d6eac2
  description: ''
  health_score: 100.0
  last_checked: 1779032881.024948
  stars: 0
  status: online
  title: 'severalnines.com: How Does a Database Load Balancer Work?'
  v1_locations:
  - docs/databases.md
  year: N/A
https://shadman-jamil.medium.com/most-useful-software-architecture-patterns-68e171405292:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034533.353443
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'shadman-jamil.medium.com: Most Useful Software Architecture Patterns'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering shadman-jamil.medium.com:
    Most Useful Software Architecture Patterns in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://shahin-mahmud.medium.com/write-your-first-kubernetes-operator-in-go-177047337eae:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031563.97891
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'shahin-mahmud.medium.com: Write your first Kubernetes operator in go'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering shahin-mahmud.medium.com:
    Write your first Kubernetes operator in go in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://shahirdaya.medium.com/what-does-it-mean-to-be-cloud-native-12360a324571:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033263.027078
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "shahirdaya.medium.com: What does it mean to be Cloud Native? \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering shahirdaya.medium.com:
    What does it mean to be Cloud Native? \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://shahneil.medium.com/what-are-kubernetes-endpoints-and-how-to-use-them-a5a5da56f4d4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030614.828747
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==shahneil.medium.com: What Are Kubernetes Endpoints?=='
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==shahneil.medium.com:
    What Are Kubernetes Endpoints?== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://shardul.dev/most-useful-kubectl-plugins:
  description: ''
  addition_method: manual
  content_hash: 88aa2bf0c26d66d33e33805d808a13fb92d3ef645cc0048ce262a37283edd652
  health_score: 100.0
  last_checked: 1779029158.646019
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2021'
  ai_summary: Reviews highly useful extensions managed via the Krew plugins system.
    Showcases tools that expand administrator diagnostic capacities, log operations,
    and performance checks.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Platform
  - Cluster Administration
  - Kubectl Plugins
  is_microservice: false
  title: 'shardul.dev: Most Useful kubectl Plugins'
https://sharmasmriti.hashnode.dev/day-61-terraform-commands:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030682.985617
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sharmasmriti.hashnode.dev: Day 61 - Terraform Commands'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sharmasmriti.hashnode.dev:
    Day 61 - Terraform Commands in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://shayn-71079.medium.com/scaling-kubernetes-clusters-8a061321de93:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030593.808145
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'shayn-71079.medium.com: Scaling Kubernetes Clusters'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering shayn-71079.medium.com:
    Scaling Kubernetes Clusters in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sheet.new:
  addition_method: manual
  content_hash: 3d46144599dbe942de78f54d0004273c4c17bd0bbaffff20f22e4911ab418942
  description: ''
  health_score: 100.0
  last_checked: 1779029465.29867
  stars: 0
  status: online
  title: 'Spreadsheets: sheet.new'
  v1_locations:
  - docs/project-management-tools.md
  year: N/A
https://shekhargulati.com/2018/08/01/week-1-service-discovery-for-modern-distributed-applications:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: An educational deep dive exploring service registry and dynamic service
    discovery mechanisms in distributed environments. It contrasts client-side discovery
    models (e.g., Netflix Eureka) with server-side proxy models (e.g., Kubernetes
    DNS and Envoy proxying), explaining how network addressing abstraction ensures
    decoupled, resilient microservices routing.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices Architecture
  - Patterns
  - Service Discovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'shekhargulati.com: Service Discovery for Modern Distributed Applications'
  addition_method: manual
  v2_locations:
  - faq.md
https://shields.io:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: Shields.io is the standard metadata badge generation service for developer
    readmes and project hubs. It provides dynamic SVG badges showing continuous integration
    status, test coverage, package versioning, and license compliance across open-source
    and enterprise repositories.
  language: English
  resource_type: SaaS / Tool
  complexity: Beginner
  hierarchy:
  - Version Control
  - Collaborative Workflows
  - Metadata Display
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "shields.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://shiftsync.tricentis.com/software-testing-blogs-69/getting-started-with-automated-continuous-performance-testing-406:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An enterprise guide to integrating continuous automated performance
    and load testing frameworks inside CI pipelines, catching backend scaling and
    resource-allocation bugs early.
  language: Agnostic
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - API Testing
  - Performance
  - Continuous Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'tricentis.com: Getting started with automated continuous performance testing'
  addition_method: manual
  v2_locations:
  - api.md
https://shipa.io/a-developer-focused-ci-cd-pipeline-for-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Outlines designing application-centric CI/CD pipelines that leverage
    developer platform layers to remove raw Kubernetes configuration friction. (Live
    Grounding: Highlights the evolving landscape of platform engineering where developers
    focus on code deliverables while security/infrastructure is handled declaratively
    by platforms).'
  language: YAML
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code & CI-CD
  - Developer Platforms
  - CI-CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'shipa.io: A Developer focused CI/CD pipeline for Kubernetes'
  addition_method: manual
  v2_locations:
  - demos.md
https://shipa.io/a-real-world-application-deployment-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Walks through deploying a multi-tier production-grade application on
    Kubernetes using Shipa framework abstraction policies instead of raw, complex
    manifests. (Live Grounding: Demonstrates early architectural trends aiming to
    simplify the developer experience by decoupling container configurations from
    platform management).'
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Developer Platforms
  - App Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'shipa.io: Deploying a real-world application on Kubernetes'
  addition_method: manual
  v2_locations:
  - demos.md
https://shipa.io/deploying-applications-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Showcases local application delivery pipelines combining Minikube with
    Shipa''s developer-focused abstractions. Allows engineers to deploy code without
    writing verbose YAML. (Live Grounding: Important context for 2026 Developer Platforms.
    Shipa was acquired by Snyk in 2023, shifting its core value towards Snyk AppRisk
    for secure cloud development).'
  language: Shell
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Developer Platforms
  - Local Development
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'shipa.io: Developing and deploying applications to Kubernetes locally with
    Shipa and Minikube'
  addition_method: manual
  v2_locations:
  - demos.md
https://shipa.io/development/a-developer-focused-ci-cd-pipeline-for-kubernetes:
  addition_method: manual
  content_hash: 21e5a88b3d2328730d0695be7ffe835ae20d2044f6d2a4db33259868f8fabb9a
  description: ''
  health_score: 100.0
  last_checked: 1779032954.293708
  stars: 0
  status: online
  title: 'shipa.io: A Developer focused CI/CD pipeline for Kubernetes'
  v1_locations:
  - docs/demos.md
  year: N/A
https://shipa.io/development/terraform-meets-appops:
  addition_method: manual
  content_hash: 268946f82244a5b33f6505fecb52992e83dee43b1822b44389df36547a06702d
  description: ''
  health_score: 100.0
  last_checked: 1779030287.81885
  stars: 0
  status: online
  title: "shipa.io: Terraform meets AppOps \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://shipa.io/devops-challenge-kubernetes-deployment-ketch-vs-yaml:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comparative study analyzing Developer Experience (DX) benefits of
    abstracting infrastructure definitions via Ketch versus handcrafting raw declarative
    Kubernetes YAML.
  language: None
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Platform Engineering
  - Kubernetes Manifests
  - Alternative Manifest Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'shipa.io: DevOps Challenge – Kubernetes Deployment: Ketch vs YAML'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://shipa.io/gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Explores combining the ease of GitHub Actions workflows with Shipa''s
    application management plane to implement secure GitOps pipelines. (Live Grounding:
    Proves early efforts in platform engineering to bridge continuous integration
    directly into abstract application runtimes).'
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - GitOps & Declarative Git
  - Developer Platforms
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'shipa.io: GitOps in Kubernetes, the easy way–with GitHub Actions and Shipa'
  addition_method: manual
  v2_locations:
  - demos.md
https://shipa.io/gitops-in-the-enterprise:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights how Shipa brings AppOps abstraction to traditional GitOps
    workflows. Explains the separation of infrastructure policies from application
    deployment manifests to lower cognitive overhead for software developers.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Enterprise
  - AppOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "shipa.io: GitOps in the enterprise \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://shipa.io/gitops-meets-appops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates how AppOps layers complement GitOps by shielding developers
    from Kubernetes YAML complexities. Highlights platform engineering concepts, allowing
    devs to focus on app metadata while the platform manages lower-level configurations.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Methodology
  - Developer Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'shipa.io: GitOps meets AppOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://shipa.io/terraform-meets-appops-2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details how integrating Shipa's AppOps architecture with declarative
    Terraform plans bridges the gap between infrastructure deployment and application
    runtime operations, giving application developers direct deployment capabilities.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Platform Engineering
  - Application Operations
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "shipa.io: Terraform meets AppOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://shipit.dev/posts/k8s-operators-with-python-part-1.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A hands-on developer tutorial detailing custom resource definition (CRD)
    creation and controller loops implemented in Python using the Kopf framework.
    Provides an excellent entry point for data engineers and system administrators
    who favor Python over Go. While Go remains dominant in 2026, Kopf provides an
    stable alternative for automation tasks.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Extension
  - Operators Python
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'brennerm.github.io: Kubernetes operators with Python #1: Creating CRDs'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://shipit.dev/posts/kubernetes-overview-diagrams.html:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An exceptional visual and architectural map detailing the data flow
    and interconnectivity between the API server, etcd, controller manager, and worker
    nodes. Essential reference for understanding component-level communications and
    network policies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Visual Reference
  - Control Plane
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "brennerm.github.io: Kubernetes Overview Diagrams \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://shipit.dev/posts/setting-up-eks-with-irsa-using-terraform.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A critical security tutorial detailing the configuration of IAM Roles
    for Service Accounts (IRSA) on AWS EKS using Terraform. Walks through building
    OpenID Connect (OIDC) identity providers and defining strict, least-privilege
    IAM policies directly mapped to Kubernetes ServiceAccounts.
  language: HCL
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - EKS & IAM Security
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'brennerm.github.io: Setting up an EKS cluster with IAM/IRSA integration'
  addition_method: manual
  v2_locations:
  - demos.md
https://shipmight.com/blog/understanding-helm-upgrade-reset-reuse-values:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030184.00005
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'shipmight.com: Understanding Helm upgrade flags'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering shipmight.com:
    Understanding Helm upgrade flags in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://shipwright.io:
  description: ''
  addition_method: manual
  content_hash: d418685b088686cd082b873eae8f3a13e4d935647674e2b135c58c9ea31ef29c
  health_score: 100.0
  last_checked: 1779029377.871532
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: Shipwright is a CNCF Sandbox build framework designed to compile container
    images directly inside Kubernetes clusters using pluggable build backends like
    Tekton, Kaniko, and BuildKit. It abstracts image build pipelines behind a unified,
    declarative Custom Resource API.
  language: Go
  resource_type: Build Framework
  complexity: Advanced
  hierarchy:
  - Image Building
  - In-Cluster Builds
  - Build Frameworks
  is_microservice: false
  title: shipwright.io
https://shitposting.monster:
  last_checked: 1780400585.971942
  score: 10
  status: FILTERED
https://shivanshu1333.medium.com/contextual-logging-in-kubernetes-41f4cc5fea69:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033424.431131
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'shivanshu1333.medium.com: Contextual Logging in Kubernetes'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering shivanshu1333.medium.com:
    Contextual Logging in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://shivanshu1333.medium.com/structured-logging-in-kubernetes-58cf35e6d60d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029513.486291
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'shivanshu1333.medium.com: Structured logging in Kubernetes'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering shivanshu1333.medium.com:
    Structured logging in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://shop.oreilly.com/product/0636920223788.do:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Written by co-creators of Kubernetes, this canonical O'Reilly volume
    serves as the gold-standard literature for understanding the architecture, design
    choices, and day-to-day operation of Kubernetes clusters. It covers declarative
    API design, multi-container pod patterns, and distributed service state.
  language: English
  resource_type: Book
  complexity: Intermediate
  hierarchy:
  - Training
  - Books
  - Core Literature
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Kubernetes: Up and Running, 2nd Edition'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://shopify.engineering/capturing-every-change-shopify-sharded-monolith:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This engineering case study details how Shopify captured transactional
    data changes across thousands of sharded MySQL databases. It describes the design
    of their highly scalable CDC ingestion architecture, focusing on reliability,
    throughput optimization, and multi-tenant event routing at scale.
  language: N/A
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Architecture
  - Scalability
  - Case Studies
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'shopify.engineering: Capturing Every Change From Shopify’s Sharded Monolith'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://shopify.engineering/faster-shopify-ci:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: A case study from Shopify detailing the infrastructure and engineering
    effort required to maintain sub-minute continuous integration pipelines for large
    codebases. Explores parallelization techniques, test selection algorithms, and
    cache-optimization strategies that scale.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - DevOps & CI/CD
  - Continuous Integration
  - Developer Experience
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'shopify.engineering: Keeping Developers Happy with a Fast CI'
  addition_method: manual
  v2_locations:
  - introduction.md
https://shramikawale.medium.com/podsdisruptionbudget-why-you-will-need-in-kubernetes-c939904d590d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030393.973216
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'shramikawale.medium.com: PodsDisruptionBudget: Why you will need in Kubernetes?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering shramikawale.medium.com:
    PodsDisruptionBudget: Why you will need in Kubernetes? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://shrihariharidas73.medium.com/terraform-hashicorp-vault-integration-seamless-secrets-management-46f41cf735f1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033415.662329
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==shrihariharidas73.medium.com: Terraform & HashiCorp Vault Integration:''
    Seamless Secrets Management=='
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==shrihariharidas73.medium.com:
    Terraform & HashiCorp Vault Integration:'' Seamless Secrets Management== in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://shriomtripathi1.substack.com/p/terraform-small-terraform-modules:
  addition_method: automatic
  ai_summary: 'A detailed technical guide exploring the modular decomposition of large-scale
    infrastructure code architectures.

    - It advocates for small, single-responsibility modules utilizing rigid input
    validation rules, output chains, and predictable module-state isolation patterns.

    - Analyzes the tradeoffs between monolithic state management, iteration via for_each
    loops, and decentralized module interfaces to maximize continuous delivery safety.'
  category: aws-iac
  complexity: Intermediate
  content_hash: N/A
  description: A technical architectural deep-dive into refactoring bloated, monolithic
    IaC deployments into discrete, reusable modules.
  hierarchy:
  - Cloud Architecture
  - Infrastructure as Code
  - Systems Engineering
  - IaC Refactoring
  is_microservice: false
  language: en
  last_checked: 1780352838.801073
  reputation_status: Vetted
  reputation_summary: No reputation penalty. Authored by Senior Engineer Shriom Tripathi
    on Substack. Widely shared on developer platforms for practical, architecture-first
    code design advice.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: iac-best-practices
  tags:
  - '[GUIDE]'
  title: 'Terraform: Small Terraform Modules'
  year: '2026'
https://shuanglu1993.medium.com/what-happens-when-volumemanager-in-the-kubelet-starts-1fea623ac6ce:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032239.299976
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'shuanglu1993.medium.com: What happens when volumeManager in the kubelet''
    starts?'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering shuanglu1993.medium.com:
    What happens when volumeManager in the kubelet'' starts? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sid-infinity-yadav.medium.com/grafana-agent-kubernetes-operator-f89b744487f5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030528.909355
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sid-infinity-yadav.medium.com: Grafana Agent Kubernetes Operator'
  v1_locations:
  - docs/grafana.md
  v2_locations:
  - grafana.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sid-infinity-yadav.medium.com:
    Grafana Agent Kubernetes Operator in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://siddhivinayak-sk.medium.com/kubeseal-sealedsecret-make-your-secrets-secure-in-scm-by-using-sealed-secret-4631bcb39bf8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032036.567943
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'siddhivinayak-sk.medium.com: Kubeseal & SealedSecret: Make your ‘secrets’''
    secure in SCM by using ‘sealed secret’'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering siddhivinayak-sk.medium.com:
    Kubeseal & SealedSecret: Make your ‘secrets’'' secure in SCM by using ‘sealed
    secret’ in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://siegert-maximilian.medium.com/ensure-content-trust-on-kubernetes-using-notary-and-open-policy-agent-485ab3a9423c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034309.108302
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'siegert-maximilian.medium.com: Ensure Content Trust on Kubernetes using''
    Notary and Open Policy Agent'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering siegert-maximilian.medium.com:
    Ensure Content Trust on Kubernetes using'' Notary and Open Policy Agent in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://signalvnoise.com/svn3/running-spot-instances-effectively-with-amazon-eks:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Real-world operational strategies for utilizing cost-efficient Spot
    Instances under EKS. Covers node drain handling, spot termination alerts, and
    managing mixed instance type node groups.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Running spot instances effectively with Amazon EKS
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://signoz.io/blog/kubernetes-audit-logs:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Comprehensive architectural guide to configuring and securing Kubernetes
    control plane audit logs. Provides concrete strategies for defining audit policies,
    optimizing backend targets, and establishing compliance-ready configurations necessary
    for enterprise security standards.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Observability
  - Logging
  - Security Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'signoz.io: Kubernetes Audit Logs - Best Practices And Configuration'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://signoz.io/blog/opentelemetry-kubernetes-cluster-metrics-monitoring:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive implementation guide showcasing SigNoz as a full-featured,
    open-source alternative to Datadog. It demonstrates configuring OpenTelemetry
    collectors to ingest cluster metrics, application traces, and platform logs into
    an integrated ClickHouse backend.
  language: None
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Modern Observability & Service Mesh
  - Telemetry Protocols
  - SigNoz & OpenTelemetry
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "signoz.io: Kubernetes Cluster Monitoring with OpenTelemetry | Complete Tutorial
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://siliconangle.com/2020/10/13/red-hat-ties-ansible-automation-kubernetes-cluster-management:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An industry report covering Red Hat's native convergence of Ansible
    and Kubernetes cluster management via Advanced Cluster Management (ACM). This
    integration empowers teams to configure physical network layers and bare-metal
    nodes dynamically as Kubernetes clusters scale out.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Automation
  - Kubernetes Management
  - Red Hat & Ansible
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "siliconangle.com: Red Hat ties Ansible automation to Kubernetes cluster
    management \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://siliconangle.com/2021/09/29/amazon-debuts-fully-managed-prometheus-based-container-monitoring-service:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Launches a fully managed, Prometheus-compatible monitoring service designed
    to ingest, store, and query operational metrics from Kubernetes and ECS environments.
    Architecturally, it scales automatically to billions of metrics, leveraging Cortex
    technology for high-availability multi-zone persistence. It reduces the administrative
    overhead of managing large, DIY Prometheus TSDB clusters.
  language: English
  resource_type: Service
  complexity: Advanced
  hierarchy:
  - Observability
  - Prometheus
  - Managed Container Monitoring
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'siliconangle.com: Amazon debuts fully managed, Prometheus-based container
    monitoring service'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://siliconangle.com/2021/09/29/devops-dummies-author-emily-freeman-introduces-revolutionary-model-modern-software-development-awsq3
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces Emily Freeman's modern model for describing software development.
    Replaces linear pipeline concepts with a multi-dimensional framework that better
    represents the complexity of distributed microservices.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps Methodology
  - Software Lifecycle Models
  - Strategic Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'siliconangle.com: ‘DevOps for Dummies’ author Emily Freeman introduces revolutionary
    model for modern software development'
  addition_method: manual
  v2_locations:
  - devops.md
https://siliconangle.com/2021/10/18/pulumis-new-registry-makes-easy-share-reuse-cloud-infrastructure-building-blocks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed insight into the launch of the Pulumi Registry, a public marketplace
    supporting modular package sharing and reusability of multi-cloud components across
    diverse language boundaries.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Package Management
  - Pulumi Registry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'siliconangle.com: Pulumi’s new registry aims to ease sharing and reusing
    cloud infrastructure building blocks'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://siliconangle.com/2023/04/20/rise-platform-engineering-kubernetes-era-kubecon:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analysis from KubeCon covering the strategic convergence of cloud-native
    infrastructure and platform engineering. Details how standardizing on Kubernetes
    APIs enables organizations to construct extensible control planes that mask infrastructure
    complexity for developers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Industry Trends
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'siliconangle.com: The rise of platform engineering in the Kubernetes era'
  addition_method: manual
  v2_locations:
  - devops.md
https://silvr.medium.com/using-kyverno-to-enforce-aws-load-balancer-annotations-for-centralized-logging-to-s3-af5dc1f1f3e0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029168.876015
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'silvr.medium.com: Using Kyverno To Enforce AWS Load Balancer Annotations''
    For Centralized Logging To S3'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering silvr.medium.com:
    Using Kyverno To Enforce AWS Load Balancer Annotations'' For Centralized Logging
    To S3 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://simple.wikipedia.org/wiki/Application_programming_interface:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031489.335533
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wikipedia: API Application Programming Interface'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wikipedia:
    API Application Programming Interface in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://simplecheatsheet.com:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781432536.260788
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2021'
  status: online
  ai_summary: A developer-oriented cheat sheet aggregate portal designed for quick
    reference access. Houses quick syntax charts for scripting runtimes, operating
    system CLIs, and configuration tools, optimizing task execution speed for active
    software engineers.
  language: N/A
  resource_type: Resource
  complexity: Beginner
  hierarchy:
  - Reference Portal
  - Cheat Sheets
  - General IT
  is_microservice: false
  title: simplecheatsheet.com
https://simplecheatsheet.com/tag/golang-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033570.574604
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: simplecheatsheet.com/tag/golang-cheat-sheet
  v1_locations:
  - docs/cheatsheets.md
  - docs/golang.md
  v2_locations:
  - cheatsheets.md
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering simplecheatsheet.com/tag/golang-cheat-sheet
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://simplyblock.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Simplyblock is a high-performance cloud storage platform engineered
    to optimize block-storage scaling in AWS and Kubernetes. Utilizing NVMe-over-Fabrics
    disaggregation, dynamic caching, and compression, it significantly lowers cloud
    storage expenses while keeping sub-millisecond access speeds.
  language: C
  resource_type: Platform
  complexity: High
  hierarchy:
  - Storage
  - Kubernetes Storage
  - High Performance Block Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'simplyblock: simplyblock.io'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://sincro.es/blog/actualidad-fiscal-contable/teletrabajo-desde-espana-para-el-extranjero-donde-hay-que-tributar:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Curator Insight parses the complex tax and labor legalities of working
    remotely from Spain for international employers. Live Grounding highlights this
    as a critical blueprint for digital nomads and global remote contractors navigating
    dual-taxation, local social security, and Spanish Beckham Law regulations.
  language: Spanish
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Organizational Culture
  - Remote Work
  - Compliance & Tax
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sincrogo.com: Teletrabajo desde España para el extranjero: ¿dónde hay que
    tributar?'
  addition_method: manual
  v2_locations:
  - remote-tech-jobs.md
https://sincrogo.com/blog/actualidad-fiscal-contable/teletrabajo-desde-espana-para-el-extranjero-donde-hay-que-tributar:
  addition_method: manual
  content_hash: 450fad9db51fa4016d5e5edec4a97f134f5e753f5b779f6a7cdff99686988fd5
  description: ''
  health_score: 100.0
  last_checked: 1779029592.511554
  stars: 0
  status: online
  title: 'sincrogo.com: Teletrabajo desde España para el extranjero: ¿dónde hay que''
    tributar?'
  v1_locations:
  - docs/remote-tech-jobs.md
  year: N/A
https://sinergiasincontrol.blogspot.com/2021/11/643-la-excelente-propuesta-de-trabajo.html9:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779029158.644422
  v1_locations:
  - docs/recruitment.md
https://sites.google.com/site/mrxpalmeiras/ansible/ansible-cheat-sheet:
  addition_method: manual
  content_hash: 60cc0344f3ec529eaa6d5376b134cece03460bf879d8bd8f6b643d9225977ac8
  description: ''
  health_score: 100.0
  last_checked: 1779029132.80926
  stars: 0
  status: online
  title: 'mrxpalmeiras: Ansible Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  - docs/other-awesome-lists.md
  year: N/A
https://sixfold.medium.com/reducing-database-queries-to-a-minimum-with-dataloaders-cc98c25e54ce:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030980.913171
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sixfold.medium.com: Reducing database queries to a minimum with DataLoaders'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sixfold.medium.com:
    Reducing database queries to a minimum with DataLoaders in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://skaffold.dev:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Google's Skaffold remains an industry-leading workflow engine that orchestrates
    code building, artifact pushing, and target deployment steps. It features smart
    caching, file sync capability, and multi-profile handling configurations.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Kubernetes Developer Experience
  - Inner-Loop Automation
  - Skaffold
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "Skaffold \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
  - kubernetes-based-devel.md
https://skaffold.dev/docs/pipeline-stages/init:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Detail on Skaffold's `--generate-manifests` capability, which facilitates
    local build and deployment orchestration on Kubernetes. This tool manages the
    developer inner loop by tracking local code modifications, triggering rebuilding/tagging
    of images, and automating deployments. It has become an industry standard for
    continuous local feedback loops in multi-service local environments.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Developer Experience
  - Inner Loop
  - Orchestration Tooling
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Skaffold --generate-manifests
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://skamille.medium.com/an-incomplete-list-of-skills-senior-engineers-need-beyond-coding-8ed4a521b29f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031333.289809
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'skamille.medium.com: An incomplete list of skills senior engineers need,''
    beyond coding'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering skamille.medium.com:
    An incomplete list of skills senior engineers need,'' beyond coding in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://skamille.medium.com/how-new-managers-fail-individual-contributors-839a13bda1c5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032834.775138
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'skamille.medium.com: How New Managers Fail Individual Contributors'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering skamille.medium.com:
    How New Managers Fail Individual Contributors in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://skamille.medium.com/make-boring-plans-9438ce5cb053:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031341.297942
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'skamille.medium.com: Make Boring Plans'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering skamille.medium.com:
    Make Boring Plans in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://skildops.medium.com/backup-an-entire-kubernetes-cluster-using-velero-to-aws-s3-73d76d51d4bc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031651.93112
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'skildops.medium.com: Backup an entire Kubernetes cluster using Velero to''
    AWS S3'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering skildops.medium.com:
    Backup an entire Kubernetes cluster using Velero to'' AWS S3 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://skillbuilder.aws:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The official AWS digital learning portal offering over 600 free and
    paid cloud training courses. Provides comprehensive, hands-on labs, game-based
    learning (Cloud Quest), and official certification exam preparation tracks maintained
    directly by AWS engineering teams.
  language: English
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Official Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "explore.skillbuilder.aws/learn: AWS Skill Builder \U0001F31F"
  addition_method: manual
  v2_locations:
  - aws-training.md
https://skillbuilder.aws/course/external/view/elearning/48/aws-security-fundamentals-second-edition:
  addition_method: manual
  ai_summary: A foundational security course covering AWS shared responsibility models,
    identity boundaries, network segregation methods, and programmatic cryptographic
    mechanisms.
  complexity: Beginner
  description: ''
  hierarchy:
  - Cloud Infrastructure
  - Training
  - AWS Security
  is_microservice: false
  language: English
  resource_type: Interactive Course
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'explore.skillbuilder.aws: AWS Security Fundamentals (free)'
  v2_locations:
  - aws-training.md
  year: '2021'
https://skillbuilder.aws/course/external/view/elearning/7854/aws-technical-essential-spanish-from-latin-america:
  addition_method: manual
  ai_summary: Official localized AWS Skill Builder path delivering fundamental architectural
    and Data Pipeline instructions in Spanish. [SPANISH CONTENT]
  complexity: Beginner
  description: ''
  hierarchy:
  - Cloud Infrastructure
  - Training
  - AWS Official
  is_microservice: false
  language: Spanish
  resource_type: Interactive Course
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'explore.skillbuilder.aws: AWS Skill Builder - Introducción a AWS Data Pipeline
    (Español Latinoamérica) | AWS Technical Essentials (Spanish from Latin America)''
    - Free'
  v2_locations:
  - aws-training.md
  year: '2021'
https://skilledfield.com.au/monitoring-kubernetes-and-docker-container-logs:
  addition_method: manual
  content_hash: 52198432ca323827ac8c97a44f623ffd9d20da96c5bfb8ee72e924c305410143
  description: ''
  health_score: 100.0
  last_checked: 1779034577.574546
  stars: 0
  status: online
  title: 'skilledfield.com.au: Monitoring Kubernetes and Docker Container Logs'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://skillfield.com.au/blog/monitoring-kubernetes-and-docker-container-logs:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'A detailed tutorial on harvesting and storing ephemeral container stdout/stderr
    outputs in Docker and Kubernetes clusters. Covers fluentd/fluent-bit ingestion,
    namespace routing, and Elasticsearch querying. Curator Insight: Logging implementation
    patterns. Live Grounding: Critical reference for configuring non-intrusive container
    daemon log rotators.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Logging
  - Docker Logs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'skilledfield.com.au: Monitoring Kubernetes and Docker Container Logs'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://skillslane.com/learn-kubernetes-from-these-best-online-courses:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031242.846887
  v1_locations:
  - docs/kubernetes.md
https://sklar.rocks/how-container-storage-interface-works:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An instructional overview explaining how the Container Storage Interface
    (CSI) specification coordinates volume management. It details the precise structural
    operations between the Kubelet, Kubernetes API servers, and vendor-specific CSI
    driver components.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes CSI
  - How-To
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sklar.rocks: How the CSI (Container Storage Interface) Works'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://skundunotes.com/2025/01/22/automate-terraform-testing-with-azure-devops-pipelines:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Detailed technical blueprint demonstrating the integration of automated
    security verification and configuration syntax checks inside Azure DevOps release
    steps for HashiCorp Terraform.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Terraform Testing
  - Azure DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Automate Terraform Testing with Azure DevOps Pipelines
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
https://skupper.io:
  addition_method: manual
  content_hash: 2679929be94391ed6f728d4ac64126ec72aa394d1d604639ae3691a60ed2ece0
  health_score: 100.0
  last_checked: 1779030335.4638
  v1_locations:
  - docs/kubernetes-networking.md
https://skycrafters.io/blog/2021/06/08/do-containers-really-contain:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031735.248042
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "skycrafters.io: Do Containers Really Contain? Virtual Machines vs. Containers'
    \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering skycrafters.io:
    Do Containers Really Contain? Virtual Machines vs. Containers' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://skywalking.apache.org:
  addition_method: manual
  content_hash: 5642ceb89367a76b5691d1c9167f809b9f0875c77835f9bf8712fbe66546dd2a
  description: ''
  health_score: 100.0
  last_checked: 1779033418.889804
  needs_ai_refresh: true
  stars: 0
  title: "skywalking.apache.org \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://slack.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The industry-standard instant-messaging platform built for business
    and engineering collaboration. Incorporates channel-based communication, extensive
    automation integrations, ChatOps hooks, and secure workspace partitioning to align
    technical teams.
  language: Agnostic
  resource_type: SaaS Tool
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Productivity Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Slack
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://slack.engineering/building-self-driving-kafka-clusters-using-open-source-components:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep case study explaining Slack's custom-built self-governing Kafka
    management framework. Details how Cruise Control and automated monitoring components
    execute safe, hands-off partition rebalancing, hot-broker offloading, and node
    self-healing.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Case Studies
  - Scale & Infrastructure
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'slack.engineering: Building Self-driving Kafka clusters using open source
    components'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://slack.engineering/simple-kubernetes-webhook:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A developer-oriented walkthrough details how to write a simple Go-based
    admission webhook from scratch. Covers generating TLS certificates, handling incoming
    AdmissionReview JSON arrays, and returning patches.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Architecture
  - Security
  - Webhooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'slack.engineering: A Simple Kubernetes Admission Webhook'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://slack.kubernetes.io:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The official automated invitation portal designed to seamlessly onboard
    developers, system administrators, and technology partners into the global Kubernetes
    Slack organization. By simplifying community entry, it serves as the foundational
    doorway to direct collaborative engineering across SIG working groups.
  language: English
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - Community
  - Communication
  - Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: slack.kubernetes.io
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://slideshare.net/rakutentech/gitops-jenkins-x-future-of-cicd:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Informative slides focusing on the evolution of Jenkins X alongside
    modern GitOps. Details how Jenkins X implements declarative pipelines, ideal for
    platform teams migrating legacy Jenkins infrastructures to kubernetes.
  language: English
  resource_type: Slides
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Tool Comparison
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'slideshare: GitOps, Jenkins X & Future of CI/CD'
  addition_method: manual
  v2_locations:
  - gitops.md
https://sloanreview.mit.edu/article/creating-good-jobs:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An MIT-backed study outlining the business and financial value of investing
    in high-quality job design. It demonstrates how structured technical career paths,
    continuous upskilling, and autonomy reduce expensive developer turnover.
  language: English
  resource_type: study
  complexity: Intermediate
  hierarchy:
  - Organizational Architecture
  - Engineering Management
  - Job Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sloanreview.mit.edu: Creating Good Jobs'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://sloboda-studio.com/blog/python-tools-for-machine-learning:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Overview of essential Python machine learning libraries and toolchains.
    Details NumPy, Pandas, Scikit-Learn, and TensorFlow integration patterns, showing
    developers how to bridge data science models with scalable microservices runtimes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Artificial Intelligence & ML
  - Machine Learning Engineering
  - Python Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sloboda-studio.com: Python Tools for Machine Learning'
  addition_method: manual
  v2_locations:
  - introduction.md
https://sm43.medium.com/tekton-build-a-pipeline-part-4-baafd530b6fe:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032095.040058
  stars: 0
  title: 'sm43.medium.com: Tekton: Building a Pipeline (Part 4)'
  v1_locations:
  - docs/tekton.md
  year: N/A
https://sm43.medium.com/tekton-concepts-of-pipelines-part-2-cd86ad40bd34:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032934.445856
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Tekton: Concepts of Pipelines (Part 2)'
  v1_locations:
  - docs/tekton.md
  v2_locations:
  - tekton.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Tekton:
    Concepts of Pipelines (Part 2) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sm43.medium.com/tekton-concepts-of-triggers-part-3-2ee17764addb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032728.578192
  stars: 0
  title: 'sm43.medium.com: Tekton: Concepts of Triggers (Part 3)'
  v1_locations:
  - docs/tekton.md
  year: N/A
https://sm43.medium.com/tekton-triggering-the-pipeline-part-5-dc38d73411fb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029916.45472
  stars: 0
  title: 'sm43.medium.com: Tekton: Triggering the Pipeline (Part 5)'
  v1_locations:
  - docs/tekton.md
  year: N/A
https://sm43.medium.com/world-of-tekton-part-1-999738d63e25:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034349.500708
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "sm43.medium.com: World of Tekton \U0001F63A (Part 1)"
  v1_locations:
  - docs/tekton.md
  v2_locations:
  - tekton.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering sm43.medium.com:
    World of Tekton \U0001F63A (Part 1) in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://smallstep.com/blog/command-line-secrets:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Outlines mechanisms for handling secrets securely on local developer
    terminals, preventing credentials from entering process tables or shell command
    histories. Covers configuration variables, pipeline redirections, and utilizing
    memory-backed file filesystems.
  language: Bash
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - Developer Workstation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "smallstep.com: How to Handle Secrets on the Command Line \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://smarketshq.com/marge-bot-for-gitlab-keeps-master-always-green-6070e9d248df:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Smarkets' original architectural write-up highlighting the design constraints
    that birthed Marge-bot. Focuses on maintaining linear histories, removing manual
    rebase efforts, and enforcing continuous validation to maintain a 100% green master
    branch.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - GitLab Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Example: Smarkets''s Marge-bot for GitLab keeps master always green'
  addition_method: manual
  v2_locations:
  - git.md
https://smartbear.com/resources/ebooks/the-state-of-api-2019-report:
  addition_method: manual
  content_hash: 56b9db7c31981fa5eabedda599f692b70985bdb3950087a2268ad112da868022
  description: ''
  health_score: 100.0
  last_checked: 1779031385.890754
  review_metadata:
    original_url: https://smartbear.com/resources/ebooks/the-state-of-api-2019-report
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.020867'
  stars: 0
  status: online
  title: "smartbear.com: The State of API 2019 Report \U0001F31F"
  v1_locations:
  - docs/api.md
  year: N/A
https://smartcar.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Smartcar provides a developer-friendly API platform for connected vehicles,
    enabling telemetry collection, remote door locking, and EV battery charging management.
    It abstracts away complex proprietary OBD protocols into a standard RESTful developer
    portal.
  language: English
  resource_type: Enterprise Product
  complexity: Intermediate
  hierarchy:
  - Domain APIs
  - Automotive
  - Connected Vehicle API
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: smartcar.com
  addition_method: manual
  v2_locations:
  - developerportals.md
https://smartcar.com/bmw:
  addition_method: manual
  content_hash: adc97dd38689f3318815773688a4c7d854c98c755e2ea38b2641fd2235fe9b40
  description: ''
  health_score: 100.0
  last_checked: 1779029948.372661
  stars: 0
  status: online
  title: Smartcar API for BMW
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://smartcar.com/brand/bmw:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A specialized portal demonstrating the application of the Smartcar API
    to integrate directly with BMW connected vehicles. It details configuration patterns,
    authorization flows, and supported telemetry fields specific to BMW models.
  language: English
  resource_type: Documentation Portal
  complexity: Intermediate
  hierarchy:
  - Domain APIs
  - Automotive
  - Connected Vehicle API
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Smartcar API for BMW
  addition_method: manual
  v2_locations:
  - developerportals.md
https://smoda.elpais.com/trabajo/apariencias-venderse-trabajo:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A critical sociological assessment of superficial performance-displaying
    trends in corporate spaces, colloquially known as 'performative productivity.'
    Warns engineering leads to prioritize objective technical contributions (like
    shipping clean microservice code, reducing system downtime, and improving test
    coverage) over performative status updates and political visibility.
  language: es
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Developer Productivity
  - Team Dynamics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'smoda.elpais.com: Destacar y venderse no implica trabajar bien: así es la
    nueva batalla por las apariencias del trabajo'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://snipcart.com/blog/api-vs-microservices-architecture:
  addition_method: manual
  content_hash: 6cb0cb3b097128f21cc96c34ea6f8a217a290d85eb3cf05f7d59c9f918af5923
  description: ''
  health_score: 100.0
  last_checked: 1779030569.433232
  stars: 0
  status: online
  title: "snipcart.com: API vs. Microservices: A Beginners Guide to Understand Them'
    \U0001F31F"
  v1_locations:
  - docs/api.md
  year: N/A
https://snipcart.com/blog/microservices-vs-api:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A clear architectural primer explaining the differences and relationships
    between APIs and Microservices. While a microservice is a decentralized, self-contained
    deployment unit encapsulating business logic, an API is the interface used to
    interact with that service. This article resolves common industry confusion, clarifying
    how APIs act as the essential glue enabling decoupled microservices to communicate.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Application Integration
  - API Design
  - Architecture Comparisons
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "snipcart.com: API vs. Microservices: A Beginners Guide to Understand Them
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://snyk.io/articles/open-source-security:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Snyk's comprehensive security report detailing open-source dependency
    risk profiles. Explores how transitive package vulnerabilities enter cloud applications,
    advocating for automated software composition analysis (SCA) inside developer
    inner loops.
  language: English
  resource_type: Industry Report
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - Vulnerability Management
  - Open Source Security
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'snyk.io: The State of Open Source Security 2020'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://snyk.io/blog:
  description: ''
  addition_method: manual
  content_hash: 572a15be891f39d3571783be2674f6520dcf1ff02fb8d742cbb4214643e5eb08
  health_score: 100.0
  last_checked: 1779130494.971866
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  stars: 0
  ai_summary: An additional collection of advanced Rego development practices, focusing
    on unit-testing frameworks, mock injections, and playground emulator tools to
    ensure policy robustness and security governance.
  language: Rego
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Security
  - Policy-as-Code
  - Rego
  is_microservice: false
  title: 'fugue.co: 5 tips for using the Rego language for Open Policy Agent (OPA)'
https://snyk.io/blog/10-docker-image-security-best-practices:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A vital guide on secure image design, highlighting automated vulnerability
    analysis tools, secure base selection frameworks, least-privilege principles,
    and structural dependency lifecycle policies.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Security & Hardening
  - Vulnerability Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "snyk.io: 10 Docker Security Best Practices \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://snyk.io/blog/10-kubernetes-security-context-settings-you-should-understand:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Detailed documentation of essential Security Context settings (e.g.,
    `allowPrivilegeEscalation`, `readOnlyRootFilesystem`, and `runAsNonRoot`) used
    to harden workload runtimes.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Workload Hardening
  - Pod Security Context
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'snyk.io: 10 Kubernetes Security Context settings you should understand'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://snyk.io/blog/10-serverless-security-best-practices:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Snyk-authored blueprint outlining ten security best practices for serverless
    environments. Explains operational workflows covering IAM role minimization, packaging
    dependencies scans, static code analysis, configurations storage, and comprehensive
    logging to eliminate attack vectors.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Cloud Security
  - Serverless Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 10 Serverless security best practices
  addition_method: manual
  v2_locations:
  - devsecops.md
https://snyk.io/blog/securing-open-source-dependencies-snyk-visual-studio-code-extension:
  description: ''
  addition_method: manual
  content_hash: 4b0749440f04ac6c28d3c9d690236cb1a73929ce8597f061cef7dc3aecdba15d
  health_score: 100.0
  last_checked: 1779034507.161827
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: A technical article demonstrating how to find and remediate open-source
    vulnerability risks directly from the editor using Snyk. This guide helps engineers
    implement continuous dependency scanning early in the development lifecycle.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - SecOps
  - Security Code Scanning
  is_microservice: true
  title: '==snyk.io: Securing your open source dependencies with the Snyk Visual Studio''
    Code extension=='
https://snyk.io/blog/shipping-kubernetes-native-applications-with-confidence:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores secure deployment strategies for containerized architectures.
    The guide emphasizes continuous vulnerability scanning, secure base images, and
    enforcement of Kubernetes security policies within active CI/CD delivery pipelines.
  language: English
  resource_type: Whitepaper / Blog
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Supply Chain Security
  - Hardening
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'snyk.io: Shipping Kubernetes-native applications with confidence'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://snyk.io/open-source-security-report:
  addition_method: manual
  content_hash: 1b2cee379f2c54c90264d798af521193ca913ad30395b21aef7d92da8581ca14
  description: ''
  health_score: 100.0
  last_checked: 1779032797.96032
  stars: 0
  status: online
  title: 'snyk.io: The State of Open Source Security 2020'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://snyk.io/product/container-vulnerability-management:
  description: ''
  addition_method: manual
  content_hash: b8861aff17ba60b031e7170b45b885816293f94e031a3d7d95c840c48213f7b4
  health_score: 100.0
  last_checked: 1779130494.937889
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2024'
  stars: 0
  ai_summary: Fugue (now integrated under Snyk Container security suite) delivers
    continuous compliance and automated infrastructure monitoring for AWS, Azure,
    and Google Cloud alongside Kubernetes runtime configurations, mapping live states
    to CIS Benchmarks and SOC 2 frameworks.
  language: None
  resource_type: Service
  complexity: Intermediate
  hierarchy:
  - Cloud Native Security
  - Infrastructure Security
  - Runtime Analysis
  is_microservice: false
  title: 'Fugue: Container and Kubernetes. Runtime infrastructure security'
https://socket.dev/blog/introducing-socket:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This reference introduces Socket, a platform that audits the actual
    behavior of dependencies rather than relying on static lists of known vulnerabilities.
    It detects package anomalies such as unexpected network requests or shell executions.
    This approach prevents typosquatting and software supply chain attacks at build
    time.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Software Supply Chain
  - Dependency Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'socket.dev: Introducing Socket'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://socket.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The home of Socket.io, a premier real-time bidirectional event engine.
    Built over WebSockets, it provides reliable HTTP long-polling fallbacks, automatic
    reconnection, packet buffering, and client-room multiplexing out of the box.
  language: JavaScript
  resource_type: Framework
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - Real-Time
  - Socket.IO
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Socket.io
  addition_method: manual
  v2_locations:
  - api.md
https://softobiz.com/microservice-orchestration-with-zeebe-and-kafka:
  addition_method: manual
  content_hash: bf12def9ec7ccc5f183eba7ddb60665f79f830349b141f39155dbe148f075113
  health_score: 100.0
  last_checked: 1779130495.025468
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering softobiz.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://softwareengineering.stackexchange.com/questions/436567/what-is-the-best-practice-about-microservice-architecture-for-consuming-many-sto
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.173467
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'softwareengineering.stackexchange.com: What is the best practice about microservice''
    architecture for consuming many stored procedures in the same database?'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering softwareengineering.stackexchange.com:
    What is the best practice about microservice'' architecture for consuming many
    stored procedures in the same database? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://softwareengineeringdaily.com/2019/01/11/why-is-storage-on-kubernetes-is-so-hard:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An audio-architectural retrospective addressing why state enforcement
    in an orchestrator built for ephemeral execution remains historically complex.
    It highlights the design tensions between rapid container scheduling and slow
    physical storage attachment/detachment cycles.
  language: N/A
  resource_type: Podcast
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Platform Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "softwareengineeringdaily.com: Why Is Storage On Kubernetes So Hard? \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://softwareengineeringdaily.com/2020/02/13/setting-the-stage-for-platform-engineering:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Historically significant piece tracking the evolution from traditional
    DevOps silos to Platform Engineering. Discusses building Internal Developer Platforms
    (IDPs) to lower cognitive load for application developers, establishing self-service
    infrastructure portals, and applying product management principles to internal
    tooling.
  language: English
  resource_type: Podcast
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Internal Developer Platforms
  - Organizational Structure
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "softwareengineeringdaily.com: The Rise of Platform Engineering \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
  - introduction.md
https://softwareengineeringdaily.com/2020/12/16/kafka-applications-with-tim-berglund-repeat:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A podcast discussing real-world Kafka application patterns with Tim
    Berglund. The conversation covers key design trade-offs of log-based systems,
    stream-table dualities, and shifting from synchronous request-response models
    to event-driven architectures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Podcasts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "softwareengineeringdaily.com: Kafka Applications with Tim Berglund (podcast)
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://softwareengineeringdaily.com/2020/12/29/kubernetes-vs-serverless-with-matt-ward-repeat:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A deep-dive podcast discussion analyzing the philosophical and technical
    tradeoffs between Kubernetes-orchestrated long-running containers and serverless
    functions. Explores developer velocity, cold starts, operational complexity, and
    total cost of ownership (TCO) at scale.
  language: English
  resource_type: Podcast
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Technology Assessment
  - Compute Paradigms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "softwareengineeringdaily.com: Kubernetes vs. Serverless with Matt Ward (podcast)
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://softwareengineeringdaily.com/2021/01/22/redpanda-kafka-alternative-with-alexander-gallego:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An informative architect-to-architect discussion with the creator of
    Redpanda explaining the performance benefits of native execution over JVM virtualization.
    It discusses memory tiering, hardware-aware execution, and the integration of
    Raft consensus directly inside modern hardware layers.
  language: N/A
  resource_type: Podcast Summary
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Next-Gen Event Brokers
  - Redpanda
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "softwareengineeringdaily.com: Redpanda: Kafka Alternative with Alexander
    Gallego \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://softwarequickguide.com/what-is-performance-testing-and-performance-testing-tools:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030608.671235
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'softwarequickguide.com: What is performance testing and performance testing''
    tools'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering softwarequickguide.com:
    What is performance testing and performance testing'' tools in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sookocheff.com/post/kubernetes/understanding-kubernetes-networking-model:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A foundational architectural analysis of the Kubernetes networking model.
    It unpacks the four primary communications vectors—container-to-container, pod-to-pod,
    pod-to-service, and external-to-service—and explains why the absolute requirement
    of 'IP-per-pod' simplifies routing compared to traditional port-mapping models.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - Fundamentals
  - Network Model
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "sookocheff.com: A Guide to the Kubernetes Networking Model \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://soshace.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A curated remote work platform targeting web developers, specifically
    focusing on React, Angular, and Node.js engineers. It offers transparent vetting
    and direct client-to-developer contracts. Live grounding emphasizes its utility
    for medium-sized businesses seeking rapid frontend scaling.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Talent Platforms
  - Web Development Networks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: soshace
  addition_method: manual
  v2_locations:
  - freelancing.md
https://sosiv.io:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'An analytical deep dive tracing requests and limits down to Linux cgroups.

    - Illustrates how kubelet actively translates YAML parameters into systemd unit
    constraints.

    - Useful for engineers seeking to bridge the gap between K8s concepts and Linux
    kernel mechanics.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Resource Planning
  - Requests and Limits
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'sosiv.io: A Deep Dive into Kubernetes Resource Requests and Limits'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://sosiv.io/post/a-deep-dive-into-kubernetes-resource-requests-and-limits:
  addition_method: manual
  content_hash: 4ea2e26b54057f6a7edf436da90542a8d5cd78bfd2860f7656771b97f15a4477
  description: ''
  health_score: 100.0
  last_checked: 1779029823.301562
  stars: 0
  status: online
  title: 'sosiv.io: A Deep Dive into Kubernetes Resource Requests and Limits'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://source.coveo.com/2021/11/11/prometheus-at-scale:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An enterprise-grade case study addressing scale challenges within high-ingestion
    environments. Proposes architectures utilizing remote write protocols, query caching
    layers, and multi-tenant Prometheus aggregators.
  language: None
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Production Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'source.coveo.com: Prometheus at scale'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://sourceforge.net/projects/winpython:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Curator Insight presents WinPython as a portable, isolated scientific
    Python distribution for Windows environments. Live Grounding confirms its value
    for locked-down systems, giving data scientists complete offline capabilities
    without requiring administrator installation permissions.
  language: Python
  resource_type: Distribution
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Software Distribution
  - Windows Environments
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'WinPython: Portable Scientific Python 2/3 32/64bit Distribution for Windows'
  addition_method: manual
  v2_locations:
  - python.md
https://sourceware.org/systemtap:
  description: '- [developers.redhat.com: Opening black boxes with statement tracing
    (SystemTap)](https://developers.redhat.com/articles/2021/08/04/opening-black-boxes-statement-tracing)'
  year: '2021'
  stars: 0
  ai_summary: Deep diagnostic software for Linux kernels allowing engineers to trace
    system calls and profile execution pathways in black-box binaries dynamically
    without recompilation.
  language: C
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Diagnostics
  - Tracing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: SystemTap
  addition_method: manual
  v2_locations:
  - qa.md
https://space-cloud.io:
  addition_method: manual
  content_hash: 693f3d895de36c5b3c56fe973454bc39e7de0209577deb9e08d86b8bafa768f8
  health_score: 100.0
  last_checked: 1779031600.477695
  v1_locations:
  - docs/kubernetes-tools.md
https://spacelift.io:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Spacelift serves as an enterprise-grade automation platform supporting
    Terraform, OpenTofu, Pulumi, CloudFormation, and Ansible. Features strong integration
    patterns for Rego-based open policy agent compliance, arbitrary pipeline phase
    hooks, and private worker pools suitable for secure architectures.
  language: None
  resource_type: Product Website
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Orchestration Platforms
  - Alternative TACOs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: spacelift.io
  addition_method: manual
  v2_locations:
  - terraform.md
https://spacelift.io/blog/ansible-vs-terraform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A structured analytical comparison between HashiCorp Terraform and Ansible.
    Covers key architecture differences, mutable versus immutable resource management,
    and state files.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'spacelift.io: Terraform vs. Ansible : Key Differences and Comparison of
    Tools'
  addition_method: manual
  v2_locations:
  - iac.md
https://spacelift.io/blog/aws-s3-cp:
  addition_method: manual
  content_hash: a4aa5cdb493b559dff61f5a12b362518405ba0e2433b9e95526e92a44bec904c
  health_score: 100.0
  last_checked: 1779031596.112188
  needs_ai_refresh: true
  v1_locations:
  - docs/aws-tools-scripts.md
https://spacelift.io/blog/azure-terraform-export:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Spacelift's practical walkthrough of using Azure Terrafy (`aztfexport`).
    Explains migration patterns, cleanup processes for generated code, and details
    how to integrate converted assets into active Spacelift workflows.
  language: Go
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Azure
  - IaC
  - Migration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'spacelift.io: Azure Terraform Export: Importing Resources with Aztfexport'
  addition_method: manual
  v2_locations:
  - terraform.md
https://spacelift.io/blog/docker-volumes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Deep-dives into container volume performance mechanics, differentiating
    named volumes, blind directory mounts, and tmpfs mounts. Details filesystem execution
    patterns across varying deployment host engines.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Docker Storage
  - Data Persistence
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'spacelift.io: Docker Volumes – Guide with Examples'
  addition_method: manual
  v2_locations:
  - docker.md
https://spacelift.io/blog/how-to-provision-aws-eks-kubernetes-cluster-with-terraform:
  addition_method: manual
  content_hash: c2d08cce9b4e1e0e28d7b4a8f7293cdfc158ed0263ffe4e9ddd38b1841571381
  description: ''
  health_score: 100.0
  last_checked: 1779031103.19359
  stars: 0
  status: online
  title: 'spacelift.io: How to Provision an AWS EKS Kubernetes Cluster with Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://spacelift.io/blog/infrastructure-as-code-with-generic-ci-cd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explains why generic CI/CD tooling lacks features required to safely
    deploy stateful IaC projects. Details why specialized state engines, runtime locking
    mechanisms, policy enforcement, and drift tracking are required for reliable cloud
    management.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - CI/CD Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'spacelift.io: Why Generic CI/CD Tools Will Not Deliver Successful IaC'
  addition_method: manual
  v2_locations:
  - iac.md
https://spacelift.io/blog/kubernetes-architecture:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive breakdown of the Kubernetes Control Plane and Worker
    Node architecture. Details the functionalities and interactions of key system
    components including etcd, kube-apiserver, kube-scheduler, kube-controller-manager,
    and the node-level agents (kubelet, kube-proxy), illustrating how they maintain
    cluster state.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Control Plane
  - Components Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'spacelift.io: What Is Kubernetes Architecture? – Components Overview'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://spacelift.io/blog/kubernetes-ci-cd:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: Covers seven best practices for running production-grade Kubernetes
    CI/CD pipelines. Evaluates declarative branch states, secure RBAC configurations,
    health check integrations, and automatic drift detection.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Engineering
  - Kubernetes
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "spacelift.io: Kubernetes CI/CD Pipelines – 7 Best Practices and Tools |
    James Walker \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://spacelift.io/blog/kubernetes-cronjob:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Details how CronJobs are managed within gitops pipelines and modern
    platform structures. Outlines core parameters like concurrency policies, history
    limits, and execution window deadlines.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Workloads
  - Batch Jobs
  - Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'spacelift.io: CronJob in Kubernetes – Automating Tasks on a Schedule'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://spacelift.io/blog/kubernetes-persistent-volumes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An extensive, step-by-step tutorial explaining the mechanics of Persistent
    Volumes, Persistent Volume Claims, and StorageClasses. It provides realistic configuration
    files, making it an excellent resource for production deployments.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes Storage Implementation
  - Persistent Volumes & Provisioners
  - PV/PVC Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'spacelift.io: Kubernetes Persistent Volumes – Tutorial and Examples'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://spacelift.io/blog/terraform-backends:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A granular comparison of storage backends (including AWS S3, Google
    GCS, Azure Blob, and managed cloud environments like Spacelift). Highlights critical
    differentiators around locking, automated encryption-at-rest strategies, and credential
    injection security.
  language: HCL
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: spacelift.io/blog/terraform-backends
  addition_method: manual
  v2_locations:
  - terraform.md
https://spacelift.io/blog/terraform-best-practices:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A thorough guide highlighting 20 advanced configuration recommendations.
    Details robust error mitigation techniques, remote state lock handling, local
    workspace abstraction strategies, and dry run validation checks.
  language: HCL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Best Practices
  - Workflow Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "spacelift.io: 20 Terraform Best Practices to Improve your TF workflow \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://spacelift.io/blog/terraform-eks:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A production-focused Spacelift tutorial for deploying AWS EKS using
    modern terraform-aws-eks modules. Details critical path definitions including
    VPC setups, IAM OIDC providers, KMS encryption keys, and node group autoscaling
    profiles.
  language: HCL
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - AWS EKS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'spacelift.io: How to Provision an AWS EKS Kubernetes Cluster with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://spacelift.io/blog/terraform-files:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A modern reference examining directory-level, workspace-based, and multi-repo
    architectures for Terraform projects. Analyzes the engineering tradeoffs associated
    with monolithic files, environment-divided directories, and terragrunt-managed
    remote state configurations. Live grounding emphasizes that decoupling configuration
    layouts is critical to minimizing blast radiuses in enterprise operations.
  language: HCL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Project Structure
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'spacelift.io: Terraform Files – How to Structure a Terraform Project'
  addition_method: manual
  v2_locations:
  - terraform.md
https://spacelift.io/blog/terraform-tools:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An extensive expert compilation of 18 essential tools designed to augment
    Terraform and OpenTofu engineering pipelines. Focuses on orchestrators, linting
    engines, cost-estimation metrics, and policy-as-code validators. It aids systems
    architects in designing standardized, developer-friendly local workspace runbooks.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Guides and Reviews
  - Ecosystem Tools
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'spacelift.io: 18 Most Useful Terraform Tools to Use in 2023'
  addition_method: manual
  v2_locations:
  - terraform.md
https://spacelift.io/blog/what-is-terraform-cloud:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Spacelift's technical assessment of Terraform Cloud's infrastructure
    management ecosystem. Summarizes key pillars including native VCS connectors,
    remote state locking, sentinel-driven compliance, and secure runners, while contrasting
    the TFC product suite with alternative platform solutions.
  language: HCL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Orchestration Platforms
  - Terraform Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'spacelift.io: Terraform Cloud – Overview, Key Features & Tutorial'
  addition_method: manual
  v2_locations:
  - terraform.md
https://spacelift.io/blog/yaml:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A detailed Spacelift blog covering modern YAML conventions within Infrastructure-as-Code
    platforms. It walks through syntax basics, list representations, and multi-document
    parsing. This is a handy reference for platform developers setting up CI pipelines.
  language: N/A
  resource_type: article
  complexity: beginner
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: spacelift.io/blog/yaml
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://spanish.entrepreneur.com:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Offers tactical guidelines for managing distributed engineering teams
    working in remote environments. Recommends implementing asynchronous collaboration
    tools, defining objective performance milestones, and promoting active virtual
    team meetings to ensure software project alignment and mitigate remote developer
    isolation.
  language: es
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Remote Work
  - Team Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'entrepreneur.com: ¿Cómo manejar un equipo que trabaja desde sus casas?'
  addition_method: manual
  v2_locations:
  - recruitment.md
  - project-management-methodology.md
https://speakerdeck.com/devinjeon/kubernetes-pod-internals-with-the-fundamentals-of-containers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive deep dive presentation analyzing lower-level container
    building blocks (namespaces, cgroups, overlay file systems) and explaining how
    they compose the Kubernetes Pod isolation boundary.
  language: N/A
  resource_type: Presentation
  complexity: Advanced
  hierarchy:
  - Architecture
  - Fundamentals
  - Pod Internals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'speakerdeck.com: Kubernetes Pod internals with the fundamentals of Containers'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://speakerdeck.com/devopslx/cd-and-optimized-cloud-spend?slide=12:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed presentation contrasting legacy deployment scripts with modern,
    declarative continuous delivery systems. Advocates for active reconciliation models
    over custom imperative workflows.
  language: English
  resource_type: Presentation
  complexity: Intermediate
  hierarchy:
  - Cloud Engineering
  - DevOps
  - Continuous Delivery
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'speakerdeck.com: Deployment Scripting != Continuous Delivery'
  addition_method: manual
  v2_locations:
  - cicd.md
https://speakerdeck.com/keisukeyamashita/introduction-to-spinnaker-managed-pipeline-templates:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A technical slide deck introducing Spinnaker Managed Pipeline Templates
    (MPT v2). Shows how organizations can specify pipelines-as-code in YAML format,
    fostering consistency and reducing manual orchestration across massive microservice
    domains.
  language: English
  resource_type: Presentation Slides
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - Continuous Deployment
  - Declarative Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'speakerdeck.com: Introduction to Spinnaker Managed Pipeline Templates'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://speakerdeck.com/keisukeyamashita/spinnaker-application-management-by-terraform-plugins:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This deck explores the administration of Spinnaker application and pipeline
    configurations using Terraform plugins. It highlights unifying infrastructure
    lifecycle management and application delivery configuration under one single,
    declarative git source.
  language: English
  resource_type: Presentation Slides
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - Continuous Deployment
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'speakerdeck.com: Spinnaker Application management by Terraform Plugins'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://speakerdeck.com/lemiorhan/10-git-anti-patterns-you-should-be-aware-of:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Identifies ten common Git anti-patterns, such as committing generated
    binaries, squashing merge conflicts blindly, and using massive monolithic commits.
    Provides clear alternatives to preserve commit history sanity and optimize repository
    performance.
  language: English
  resource_type: Slides
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Advanced Git
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "speakerdeck.com: 10 Git Anti Patterns You Should be Aware of \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://speakerdeck.com/mabulgu/apache-kafka-with-red-hat-amq-streams:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep-dive slide deck exploring the deployment patterns of Apache Kafka
    on Kubernetes via Red Hat AMQ Streams. It reviews the Operator Pattern implemented
    by Strimzi, showing how it automates the deployment, scaling, and management of
    Kafka clusters, ZooKeeper/KRaft nodes, Kafka Connect, and MirrorMaker using Custom
    Resource Definitions (CRDs).
  language: N/A
  resource_type: Presentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Enterprise Messaging
  - Kafka on Kubernetes
  - Architecture Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "speakerdeck.com: Apache Kafka with Red Hat AMQ Streams \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://speakerdeck.com/mhausenblas/kubecologne-keynote-troubleshooting-kubernetes-apps:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: This presentation slide deck by Michael Hausenblas maps out the complete
    lifecycle of Kubernetes application troubleshooting, from log collection to packet
    analysis. It offers a structured classification of failure domains, targeting
    scheduling, networking, and application-level errors. Highly recommended for visual
    learners seeking a comprehensive overview of cloud-native debugging patterns.
  language: English
  resource_type: Presentation
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Architectural Slides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'speakerdeck.com/mhausenblas (redhat): Troubleshooting Kubernetes apps'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://speakerdeck.com/thockin/code-review-in-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An informative slideshow by Kubernetes co-creator Tim Hockin on the
    review practices of the Kubernetes codebase. Evaluates API schema validations,
    backward compatibility rules, and development practices.
  language: Go
  resource_type: Slides
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Internals
  - Code Quality & Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'speakerdeck.com/thockin: Code Review in Kubernetes'
  addition_method: manual
  v2_locations:
  - qa.md
https://speakerdeck.com/thockin/kubernetes-and-networks-why-is-this-so-dang-hard:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: An essential presentation deck by Tim Hockin (Kubernetes co-founder)
    exploring why cloud-native networking is complex and explaining the underlying
    decisions behind the pod-to-pod network design. Live Grounding confirms this slide
    deck is a legendary reference, outlining crucial design trade-offs regarding IPv4
    exhaustion, NAT, routing engines, and Service VIPs.
  language: English
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Deep Dive
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "speakerdeck.com: Kubernetes and networks. Why is this so dan hard? \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://speakerdeck.com/victorrentea/profiling-a-java-application-at-devdays-2023:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Deep presentation deck outlining hands-on strategies for profiling complex
    enterprise Java deployments. Explores diagnosing thread contention, locking bottlenecks,
    heap leaks, and high JIT compilation latency.
  language: English
  resource_type: Slide
  complexity: Intermediate
  hierarchy:
  - JVM Architecture
  - Performance Profiling
  - Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'speakerdeck.com: Profiling a Java Application @DevDays 2023 | Victor Rentea'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://spectrum.ieee.org/software-eating-car:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An industry analysis of software-defined vehicle (SDV) architectures.
    Investigates how safety-critical embedded frameworks are migrating toward virtualized
    hardware, container workloads, and modular microservices structures in advanced
    automotive systems.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Edge & IoT Orchestration
  - Embedded Software
  - Automotive Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'spectrum.ieee.org: How Software Is Eating the Car'
  addition_method: manual
  v2_locations:
  - introduction.md
https://speedlancer.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An on-demand freelance marketplace designed to deliver highly segmented
    tasks with rapid turnaround times. Its architecture splits complex projects into
    discrete, concurrent deliverables. Live grounding demonstrates its niche in fast-turnaround
    creative and technical operations.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Talent Platforms
  - On-Demand Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: speedlancer
  addition_method: manual
  v2_locations:
  - freelancing.md
https://spinnaker.io:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Spinnaker is an enterprise-grade, multi-cloud continuous deployment
    engine designed for scale. Featuring native integration with cloud platforms and
    automated canary testing via Kayenta, it enables highly sophisticated deployment
    policies.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - Continuous Deployment
  - Multi-Cloud Continuous Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: spinnaker.io deployment tool
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://spinnaker.io/docs/setup/install:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight covers the official installation and evaluation setup
    parameters for Spinnaker. Live Grounding shows Spinnaker remains a highly sophisticated
    CD platform designed for multi-cloud deployments, though its complex architecture
    makes it less popular for lightweight Kubernetes setups compared to modern GitOps
    tools. It is best suited for legacy VM and complex cluster canary rollouts.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Spinnaker Setup
  - Orchestration Engines
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Demo/Evaluation Installations
  addition_method: manual
  v2_locations:
  - demos.md
https://spinnaker.io/setup/quickstart:
  addition_method: manual
  content_hash: 0bdf0059e42a1cb73ddb1f91b18bbe02527d0651734772cd69e8f4dbff5c6826
  description: ''
  health_score: 100.0
  last_checked: 1779030207.623504
  stars: 0
  status: online
  title: Demo/Evaluation Installations
  v1_locations:
  - docs/demos.md
  year: N/A
https://spinscale.de/posts/2021-08-25-using-testcontainers-to-test-elasticsearch-plugins.html:
  addition_method: manual
  content_hash: 2f081a0ec06bce6927d944b641ff677021efc89637f8295f0a1fbb1ee7cf45d7
  description: ''
  health_score: 100.0
  last_checked: 1779032571.780951
  needs_ai_refresh: true
  stars: 0
  title: 'spinscale.de: Using Testcontainers To Test Elasticsearch Plugins'
  v1_locations:
  - docs/qa.md
  year: N/A
https://split.io/blog/keystone-feature-flags:
  addition_method: manual
  content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb
  description: ''
  health_score: 100.0
  last_checked: 1779034517.848159
  stars: 0
  status: online
  title: 'split.io: Keystone Flags: Feature Flagging With Less Mess'
  v1_locations:
  - docs/git.md
  year: N/A
https://splunkbase.splunk.com/app/3332:
  addition_method: manual
  content_hash: c17751054b2d6b545ccc5b410704a9b772ea19be62731fb7e3984cbdd4e21d37
  description: ''
  health_score: 100.0
  last_checked: 1779030440.427125
  needs_ai_refresh: true
  stars: 0
  title: Splunk App for Jenkins
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://spockframework.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A highly expressive testing and specification framework optimized for
    Groovy and Java systems. Utilizes a domain-specific language (DSL) to deliver
    readable specs and reliable assertions.
  language: Groovy
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing Frameworks
  - JVM Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Spock Framework
  addition_method: manual
  v2_locations:
  - qa.md
https://spot.io/blog/setting-up-managing-monitoring-spark-on-kubernetes:
  addition_method: manual
  content_hash: 705b4bf92b9e5b9114616078cda74b9175ace99b9154f47de8bb814ee9167c54
  description: ''
  health_score: 100.0
  last_checked: 1779030979.479867
  stars: 0
  status: online
  title: 'spot.io: Setting up, Managing & Monitoring Spark on Kubernetes'
  v1_locations:
  - docs/kubernetes-bigdata.md
  year: N/A
https://spotify.github.io/threaddump-analyzer:
  addition_method: manual
  content_hash: 3fb1ebc469e33fa973f29826fcdbcecbd9d361658a2dc0921cb51c3e57486abf
  health_score: 100.0
  last_checked: 1779031499.323544
  v1_locations:
  - docs/monitoring.md
https://spring-petclinic.github.io:
  description: '- [spring-petclinic.github.io Docs](https://spring-petclinic.github.io/docs/resources.html)'
  year: '2022'
  stars: 0
  ai_summary: Curator Insight highlights the official Spring Petclinic documentation
    as the premier reference application for modern Java software architectures. Live
    Grounding confirms its role as a testing bed for showcasing complex microservice
    interactions, database bindings, and telemetry configuration patterns.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Microservices
  - Reference Architecture
  - Spring Petclinic
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: spring-petclinic.github.io
  addition_method: manual
  v2_locations:
  - demos.md
https://spring-petclinic.github.io/docs/resources.html:
  addition_method: manual
  content_hash: 2654b42b7c2235a3259dfb2fa5793723fa3583c6bc210aab421fe0ebd422dfe9
  description: ''
  health_score: 100.0
  last_checked: 1779029482.64403
  needs_ai_refresh: true
  stars: 0
  title: spring-petclinic.github.io Docs
  v1_locations:
  - docs/demos.md
  year: N/A
https://spring.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main home of the Spring project, facilitating modern microservices
    development through components like Spring Boot, Spring Security, and Spring Data.
    Utilizing a robust Java 17/21 baseline, modern Spring architectures focus on compilation
    ahead-of-time (AOT) and GraalVM native binary support.
  language: Java
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Spring Ecosystem
  - Platform
  - Core Framework
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Spring
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://spring.io/blog/2020/01/27/creating-docker-images-with-spring-boot-2-3-0-m1:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Historic blog introducing native buildpack support and layer customization
    in Spring Boot 2.3. This milestone revolutionized how Spring applications were
    containerized by eliminating manual Dockerfile maintenance. While the 2.3.x release
    line is now legacy, these core concepts laid the foundation for Spring Boot 3's
    high-performance container integration, including native image compilation.
  language: Java
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Containerization
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'spring.io: Creating Docker images with Spring Boot 2.3.0.M1'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://spring.io/blog/2020/06/10/the-path-towards-spring-boot-native-applications:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details Spring's path towards compiling JVM applications into GraalVM
    native binaries. By executing class-path analysis and proxy initialization at
    compile time, native compilation minimizes memory overhead and scales startup
    times down to milliseconds, transforming Java's serverless viability.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Spring Ecosystem
  - GraalVM
  - Native Image
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Spring Boot native images. The path towards Spring Boot native applications
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://spring.io/blog/2021/01/04/ymnnalft-easy-docker-image-creation-with-the-spring-boot-maven-plugin-and-buildpacks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official Spring technical guide illustrating optimized, multi-layer
    OCI container creation using the Spring Boot Maven Plugin. Deconstructs how Spring
    integrates Cloud Native Buildpacks directly, bypassing custom Dockerfiles to produce
    secure, cached, performance-optimized runtimes.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Java
  - Build Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'spring.io: YMNNALFT: Easy Docker Image Creation with the Spring Boot Maven
    Plugin and Buildpacks'
  addition_method: manual
  v2_locations:
  - demos.md
https://spring.io/blog/2021/01/17/what-s-new-in-spring-boot-2-4:
  description: '- [Changes to Application properties/yaml](https://www.youtube.com/watch?v=lgyO9C9zdrg&feature=youtu.be?t=1489s)'
  year: '2021'
  stars: 0
  ai_summary: Analyzes the updates introduced in Spring Boot 2.4, showcasing the revamped
    application configuration processing layer. This update improved YAML loading
    behavior and refined how developers structure profile-specific configurations
    within cloud-native environments.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Spring Ecosystem
  - Application Framework
  - Release Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "spring.io: What's new in Spring Boot 2.4 \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://spring.io/blog/2021/01/25/ymnnalft-websockets:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An in-depth guide on native WebSocket support within the Spring framework
    ecosystem. Showcases how to set up robust, bidirectional real-time channels using
    Spring's out-of-the-box streaming components.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - Real-Time
  - WebSockets
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'spring.io: YMNNALFT: Websockets'
  addition_method: manual
  v2_locations:
  - api.md
https://spring.io/blog/2021/09/02/a-java-17-and-jakarta-ee-9-baseline-for-spring-framework-6:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Announces Spring Framework 6's core baseline migration to Java 17 and
    Jakarta EE 9. This architectural decision deprecated legacy `javax` packages and
    paved the way for built-in support of virtual threads, declarative HTTP clients,
    and native GraalVM binaries.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Spring Ecosystem
  - Core Platform
  - Modernization
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'spring.io: A Java 17 and Jakarta EE 9 baseline for Spring Framework 6'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://spring.io/blog/2021/11/19/get-to-know-a-kubernetes-operator:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guide demonstrating the Java Operator SDK. It details how Java-centric
    teams can write native controllers using GraalVM to compile down to low-memory
    native executables.
  language: N/A
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Resources
  - Education
  - Java Ecosystem
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'spring.io: Get to Know a Kubernetes Operator!'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://spring.io/guides/gs/spring-boot-docker:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: The official guide on containerizing Spring Boot applications using
    traditional Dockerfiles. It details layering techniques to optimize cache layers,
    thereby reducing container rebuild times and improving deployment efficiency.
    Live grounding confirms that while manual Dockerfiles are crucial to understand,
    many enterprise teams now favor cloud-native buildpacks or Spring Boot's built-in
    Buildpack integration for security and standardization.
  language: Java
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Containerization
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'spring.io: spring boot with docker'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://spring.io/projects/spring-boot:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The master portal for Spring Boot, which streamlines the development
    of autonomous, containerized Java applications. It details structural integrations
    for built-in container packaging, dynamic properties mapping, and production-level
    observability using Spring Actuator endpoints.
  language: Java
  resource_type: Framework
  complexity: Intermediate
  hierarchy:
  - Spring Ecosystem
  - Microservices
  - Application Framework
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: SpringBoot
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://spring.io/projects/spring-cloud:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The comprehensive ecosystem orchestrating distributed systems patterns
    (configuration management, service discovery, circuit breakers, routing, and telemetry).
    It provides a high-level abstraction model for constructing robust microservices.
    While Kubernetes handles many infrastructure-level concerns, Spring Cloud remains
    essential for application-level resilience and service coordination.
  language: Java
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Java Cloud Native
  - Spring Cloud
  - Core Framework
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Spring Cloud
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://spring.io/projects/spring-cloud-gateway:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Spring Cloud Gateway provides an API routing mechanism built on Spring
    WebFlux and Project Reactor. Ideal for Java and Spring Boot microservice architectures,
    it facilitates non-blocking, reactive traffic routing, security filtering, and
    resilience patterns like circuit breaking.
  language: Java
  resource_type: Framework / Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - API Gateway
  - Java Spring Ecosystem
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Spring Cloud Gateway
  addition_method: manual
  v2_locations:
  - developerportals.md
https://spring.io/projects/spring-cloud-kubernetes:
  addition_method: manual
  content_hash: 8f233377dc8ceb4cfcba0be8cdfe37bada36e5fe8ab5763c1db5fa4b21e6a6f5
  description: ''
  health_score: 100.0
  last_checked: 1779030604.86845
  stars: 0
  status: online
  title: Spring Cloud Kubernetes
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://spring.io/projects/spring-cloud/-kubernetes:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.93787
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering spring.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sqlpd.com:
  description: ''
  year: '2025'
  stars: 3
  ai_summary: A specialized gamified engine where users solve mock criminal investigations
    writing relational SQL queries. Highly effective for building structural query
    efficiency and database logic before moving to complex stateful containerization.
  language: English
  resource_type: Interactive Game
  complexity: Beginner
  hierarchy:
  - Data Infrastructure
  - Databases
  - SQL
  - Gamified Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: SQL Police Department
  addition_method: manual
  v2_locations:
  - elearning.md
https://sqlrevisited.blogspot.com/2022/03/mysql-vs-postgresql-pros-and-cons.html:
  addition_method: manual
  content_hash: dc695cb17c63dc4bf3794ae05a32b6003abc62efa6307ac0d5480b07bf5a7ecc
  description: ''
  health_score: 100.0
  last_checked: 1779032543.959423
  stars: 0
  status: online
  title: 'sqlrevisited.blogspot.com: MySQL vs PostgreSQL? Pros and Cons'
  v1_locations:
  - docs/databases.md
  year: N/A
https://squidfunk.github.io/mkdocs-material:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The documentation portal for Material for MkDocs, the industry-standard
    UI layout for engineering document sites. Highlights integrated site search, dark-mode
    styling, responsive navigation layouts, and rich plugin customization features.
    In 2026, it is the standard base for global developer portals.
  language: HTML
  resource_type: Tool Documentation
  complexity: Intermediate
  hierarchy:
  - Documentation & Workflow
  - Static Site Generators
  - MkDocs Themes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Material for MkDocs
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://srcco.de/posts/many-kubernetes-clusters.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Zalando's landmark architectural analysis of their decision to deploy
    hundreds of single-tenant, purpose-built clusters instead of one giant shared
    cluster. This text addresses multi-tenancy, blast radius containment, and automated
    control-plane orchestration.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Case Studies
  - Multi-Cluster Architecture
  - Scale Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'srcco.de: Zalando - Many Kubernetes Clusters instead of 1 huge cluster'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://sre.google:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Google's central hub for SRE methodologies, offering deep documentation
    on managing risk, service level objectives, monitoring, alerting, and elimination
    of toil. Essential reading for system architects establishing production-readiness
    checklists.
  language: English
  resource_type: documentation
  complexity: beginner
  hierarchy:
  - Reliability Engineering
  - SRE
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Google: What is Site Reliability Engineering (SRE)?'
  addition_method: manual
  v2_locations:
  - sre.md
https://sre.google/prodcast:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Google's 'Prodcast' SRE series. Features in-depth architectural and
    organizational conversations with Google operations engineers regarding multi-region
    failovers, disaster planning, and fleet-wide maintenance.
  language: English
  resource_type: Audio
  complexity: Intermediate
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Podcasts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: sre.google/prodcast
  addition_method: manual
  v2_locations:
  - sre.md
https://sre.google/resources/practices-and-processes/art-of-slos:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Google's structural guide to defining user-centric Service Level Indicators
    (SLIs) and Service Level Objectives (SLOs). Features processes to prevent metric
    fatigue and map indicators directly to consumer utility.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Observability
  - Service Level Objectives
  - Google Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'sre.google: The Art of SLOs'
  addition_method: manual
  v2_locations:
  - sre.md
https://sre.google/sre-book/evolving-sre-engagement-model:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Core chapter from Google's SRE Book defining the Service Engagement
    Model. Outlines operational boundaries, launch-readiness reviews, service onboarding
    criteria, and the programmatic handback of unstable systems to development teams.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Google SRE Book
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'sre.google: sre-book - The Evolving SRE Engagement Model'
  addition_method: manual
  v2_locations:
  - sre.md
https://sre.google/sre-book/monitoring-distributed-systems:
  description: ''
  year: '2016'
  stars: 5
  ai_summary: 'The foundational text establishing distributed systems monitoring fundamentals.
    Introduces the ''four golden signals'' (latency, traffic, errors, and saturation)
    and addresses the core engineering trade-offs between white-box and black-box
    monitoring. Curator Insight: Seminal SRE literature defining core telemetry metrics.
    Live Grounding: Remains the architectural blueprint for modern production-grade
    telemetry frameworks globally.'
  language: English
  resource_type: Book Chapter
  complexity: Expert
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Monitoring Theory
  - Distributed Systems
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Monitoring Distributed Systems - Google SRE Book
  addition_method: manual
  v2_locations:
  - sre.md
  - kubernetes-monitoring.md
https://sre.google/sre-book/table-of-contents:
  addition_method: manual
  content_hash: 947060a29b57996cbf4f31566b3988b2ea86d46421c14362d103fb374e37301e
  health_score: 100.0
  last_checked: 1779034571.749179
  v1_locations:
  - docs/sre.md
https://sst.dev/blog/moving-away-from-cdk:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Curator Insight captures the SST team's pivotal decision to transition
    from AWS CDK to Pulumi/Terraform engines (SST Ion) due to performance bottlenecks
    and CloudFormation limits. Live Grounding in 2026 highlights this article as a
    milestone in the serverless community, validating the growing adoption of highly
    optimized, engine-agnostic IaC tools.
  language: TypeScript
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Alternative IaC
  - SST
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sst.dev: Moving away from CDK: CDK doesn’t create the infrastructure you
    define'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://sst.dev/blog/moving-away-from-cdk.html:
  addition_method: manual
  content_hash: 61cc618a0698c5c486c007ad725b35c46eedc6adb6d30cb9c529ffe87c4deaaf
  description: ''
  health_score: 100.0
  last_checked: 1779030561.736853
  stars: 0
  status: online
  title: '==sst.dev: Moving away from CDK: CDK doesn’t create the infrastructure you''
    define=='
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://stackify.com/function-as-a-service-serverless-architecture:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An analysis of Function-as-a-Service, reviewing ephemeral runtimes,
    stateless code execution requirements, trigger events, and fundamental observability
    paradigms.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - FaaS Basics
  - Definitions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'stackify.com: What Is Function-as-a-Service? Serverless Architectures Are
    Here!'
  addition_method: manual
  v2_locations:
  - serverless.md
https://stackify.com/kubernetes-docker-deployments:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An industry report analyzing the concrete business and performance benefits
    of leveraging containerized execution standards alongside automated distributed
    resource schedulers.
  language: N/A
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Fundamentals
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'stackify.com: The Advantages of Using Kubernetes and Docker Together'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://stackify.com/who-will-dominate-in-the-future-net-or-java:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Compares performance metrics, runtime speeds, and support costs of .NET
    against Oracle Java. Analyzes how container optimizations, start-up times, and
    ecosystem tooling affect cloud resource efficiency.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Development
  - .NET Framework
  - Ecosystem Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'stackify.com: Who will Dominate in the future: .Net or Java?'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://stackoverflow.blog/2020/03/16/how-event-driven-architecture-solves-modern-web-app-problems:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This study from StackOverflow contrasts traditional request-response
    architectures with asynchronous event structures. It explains how shifting to
    non-blocking patterns resolves high-concurrency web app bottlenecks, increasing
    system fault tolerance.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Web Development
  - Event-Driven Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "stackoverflow.blog: How event-driven architecture solves modern web app
    problems \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://stackoverflow.blog/2020/06/10/the-rise-of-the-devops-mindset:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Draws on Stack Overflow developers' telemetry data to illustrate how
    software architects have universally embraced CI/CD automation and infrastructure
    control tasks as core aspects of their jobs.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Culture
  - Industry Survey
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "stackoverflow.blog: The rise of the DevOps mindset \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://stackoverflow.blog/2021/01/14/have-the-tables-turned-on-nosql:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An analysis of post-hype NoSQL database adoption, highlighting the rise
    of NewSQL and modern distributed relational engines. Evaluates operational trade-offs
    regarding eventual consistency pain points in heavy transactional pipelines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - Database Comparison
  - Market Trends
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'stackoverflow.blog: Have the tables turned on NoSQL?'
  addition_method: manual
  v2_locations:
  - nosql.md
https://stackoverflow.blog/2021/01/19/fulfilling-the-promise-of-ci-cd:
  addition_method: manual
  content_hash: 1a2a93c5ad4534591d80a179381501ecd900319be6a59883a708030afb1028ad
  description: ''
  health_score: 100.0
  last_checked: 1779030570.002611
  stars: 0
  status: online
  title: "stackoverflow.blog: Fulfilling the promise of CI/CD \U0001F31F"
  v1_locations:
  - docs/cicd.md
  year: N/A
https://stackoverflow.blog/2021/03/08/infrastructure-as-code-create-and-configure-infrastructure-elements-in-seconds:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces the foundational design patterns of Infrastructure as Code
    (IaC). Explains how codifying environments speeds up resource instantiation, eliminates
    configuration drift, and acts as the basis for reliable automation pipelines.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'stackoverflow.blog: Infrastructure as code: Create and configure infrastructure
    elements in seconds'
  addition_method: manual
  v2_locations:
  - iac.md
https://stackoverflow.blog/2021/04/05/a-look-under-the-hood-how-branches-work-in-git:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep architectural analysis of Git's pointer-based branch structure.
    By explaining how a Git branch is simply a lightweight, mutable 41-byte text file
    containing a SHA-1 hash pointer, this analysis clarifies how operations remain
    computationally constant-time regardless of project scale.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Version Control
  - Git Core
  - Internal Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'stackoverflow.blog: A look under the hood: how branches work in Git'
  addition_method: manual
  v2_locations:
  - git.md
https://stackoverflow.blog/2021/05/19/rethinking-system-architecture-can-kubernetes-help-to-solve-rewrite-anxiety:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Discusses utilizing a migration to Kubernetes as a strategic catalyst
    to refactor legacy monoliths. Reorganizes monolithic systems into decoupled containers,
    successfully lowering long-term architectural tech debt.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Technical Debt
  - Orchestration
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: "stackoverflow.blog: Using Kubernetes to rethink your system architecture
    and ease technical debt \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://stackoverflow.blog/2021/05/24/how-developers-can-be-their-own-operations-department:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses advanced self-service models that allow developers to manage
    environments using pre-approved cloud architectures. Highlights how using template-driven
    platforms reduces dependency on central operations while keeping compliance standards.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Developer Self-Service
  - SRE Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'stackoverflow.blog: How developers can be their own operations department'
  addition_method: manual
  v2_locations:
  - devops.md
https://stackoverflow.blog/2021/07/14/getting-started-with-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational developer guide on configuring a Python workspace. Reviews
    pip package managers, standard tooling structures, shell interaction interfaces,
    and virtual environment configurations.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - Learning Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "stackoverflow.blog: Getting started with… Python \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://stackoverflow.blog/2021/09/08/observability-is-key-to-the-future-of-software-and-your-devops-career:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Illustrates the strategic career path for DevOps and Platform Engineers
    who master distributed tracing, alerting design, and runtime telemetry parsing.
    Curator Insight: Career advancement through telemetry excellence. Live Grounding:
    Identifies active observability expertise as a core modern differentiator in high-value
    platform roles.'
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - DevOps
  - Observability
  - Careers
  - Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'stackoverflow.blog: Observability is key to the future of software (and
    your DevOps career)'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://stackoverflow.blog/2021/09/22/gitlab-launches-collective-on-stack-overflow:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Announcement highlighting the launch of the GitLab Collective on Stack
    Overflow, establishing a curated ecosystem of verified Q&As, knowledge-sharing,
    and technical interaction for modern DevSecOps practices.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Community
  - Developer Relations
  - Stack Overflow
  - GitLab
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'stackoverflow.blog: GitLab launches Collective on Stack Overflow'
  addition_method: manual
  v2_locations:
  - git.md
https://stackoverflow.blog/2021/12/20/fulfilling-the-promise-of-ci-cd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Addresses the operational gap between implementing automation tooling
    and achieving mature continuous deployment. Focuses on continuous test suite reliability
    and pipeline performance data.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - State of DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'stackoverflow.blog: Fulfilling the promise of CI/CD'
  addition_method: manual
  v2_locations:
  - cicd.md
https://stackoverflow.blog/2022/01/10/the-great-resignation-is-here-what-does-that-mean-for-developers:
  addition_method: manual
  content_hash: b58ddeddfea5a209a8635da9eccb31fc0d060420b7de76768cd90a052f68f55d
  description: ''
  health_score: 100.0
  last_checked: 1779033489.504982
  stars: 0
  status: online
  title: "stackoverflow.blog: The Great Resignation is here. What does that mean for'
    developers? \U0001F31F"
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://stackoverflow.blog/2022/12/28/the-great-resignation-is-here-what-does-that-mean-for-developers:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A data-driven Stack Overflow analysis investigating developer career
    changes. It links high attrition directly to poor developer experience (DX), administrative
    friction, and legacy tool stacks, providing actionable targets for engineering
    leaders.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Industry Analysis
  - Developer Dynamics
  - Market Shifts
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "stackoverflow.blog: The Great Resignation is here. What does that mean for
    developers? \U0001F31F"
  addition_method: manual
  v2_locations:
  - recruitment.md
https://stackoverflow.com/collectives:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.461936
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Stack Overflow Collectives \U0001F31F"
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - index.md
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Stack
    Overflow Collectives \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/collectives/aws:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032108.160597
  stars: 0
  title: AWS Collective
  v1_locations: []
  year: N/A
https://stackoverflow.com/collectives/azure:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030028.729296
  stars: 0
  title: Azure Collective
  v1_locations: []
  year: N/A
https://stackoverflow.com/collectives/ci-cd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031647.256289
  stars: 0
  title: CI/CD Collective
  v1_locations: []
  year: N/A
https://stackoverflow.com/collectives/gitlab:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735949.855413
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: GitLab Collective
  v1_locations:
  - docs/git.md
  - docs/newsfeeds.md
  v2_locations:
  - git.md
  - index.md
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering GitLab
    Collective in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/collectives/go:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736111.885383
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Go Collective
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - index.md
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Go Collective
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/collectives/google-cloud:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030005.369094
  stars: 0
  title: Google Cloud Collective
  v1_locations:
  - docs/newsfeeds.md
  year: N/A
https://stackoverflow.com/collectives/wso2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029067.865062
  stars: 0
  title: WSO2 Collective
  v1_locations: []
  year: N/A
https://stackoverflow.com/questions/11763376/difference-between-netstat-and-ss-in-linux:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781736067.928363
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering stackoverflow.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
? https://stackoverflow.com/questions/161224/what-are-the-differences-between-the-different-saving-methods-in-hibernate/54907032?stw=2
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735981.567354
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==stackoverflow.com: What are the differences between the different saving''
    methods in Hibernate?=='
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==stackoverflow.com:
    What are the differences between the different saving'' methods in Hibernate?==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/1761601/is-the-usage-of-stored-procedures-a-bad-practice:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.259427
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackoverflow.com: Is the usage of stored procedures a bad practice?'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackoverflow.com:
    Is the usage of stored procedures a bad practice? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/2573135/python-progression-path-from-apprentice-to-guru:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.083179
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Python progression path - From apprentice to guru
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Python
    progression path - From apprentice to guru in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/26003298/how-to-setup-local-git-with-local-blessed-repo-integration-manager-workflow:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033566.916457
  stars: 0
  title: Setup Git Integration Manager Workflow in Eclipse
  v1_locations:
  - docs/git.md
  year: N/A
https://stackoverflow.com/questions/27820309/bot-to-automatically-reverse-github-pull-request-merges:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735950.02267
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackoverflow.com: Bot to automatically reverse GitHub pull request merges'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackoverflow.com:
    Bot to automatically reverse GitHub pull request merges in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/34319156/create-dictionary-from-splitted-strings-from-list-of-strings:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781736143.405838
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering stackoverflow.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/41341823/running-oracle-sql-scripts-with-ansible-playbook:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735865.296249
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackoverflow.com: Running Oracle SQL scripts with Ansible playbook'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackoverflow.com:
    Running Oracle SQL scripts with Ansible playbook in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/41796466/ansible-playbook-to-execute-oracle-script:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735865.28931
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackoverflow.com: Ansible playbook to execute Oracle script'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackoverflow.com:
    Ansible playbook to execute Oracle script in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/42766349/run-nexus-3-with-docker-in-a-kubernetes-cluster:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736153.869635
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackoverflow: run nexus3 with docker in a kubernetes cluster'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackoverflow:
    run nexus3 with docker in a kubernetes cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/44308167/how-to-map-a-mysql-json-column-to-a-java-entity-property-using-jpa-and-hibernate:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735981.566668
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackoverflow.com: How to map a MySQL JSON column to a Java entity property''
    using JPA and Hibernate'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackoverflow.com:
    How to map a MySQL JSON column to a Java entity property'' using JPA and Hibernate
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/45889796/can-i-have-an-entire-declarative-pipeline-defined-and-parameterized-in-a-shared:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735991.613515
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackoverflow.com: Can I have an entire declarative pipeline defined and''
    parameterized in a shared library?'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackoverflow.com:
    Can I have an entire declarative pipeline defined and'' parameterized in a shared
    library? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/47307368/what-is-the-difference-between-an-azure-tenant-and-azure-subscription:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735879.363935
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==stackoverflow.com: What is the difference between an Azure tenant and''
    Azure subscription?=='
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==stackoverflow.com:
    What is the difference between an Azure tenant and'' Azure subscription?== in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/55515594/is-there-a-way-to-share-a-configmap-in-kubernetes-between-namespaces:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736001.669358
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Copy secrets between namespaces
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Copy secrets
    between namespaces in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/56214715/accessing-the-kubernetes-rest-end-points-using-bearer-token:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736036.104306
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackoverflow: Accessing the Kubernetes REST end points using bearer token'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackoverflow:
    Accessing the Kubernetes REST end points using bearer token in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/57107282/prometheus-and-activemq-integration:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033335.794885
  v1_locations:
  - docs/grafana.md
https://stackoverflow.com/questions/58019605/how-can-we-programmatically-approve-merge-requests-in-gitlab:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735949.963395
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackoverflow.com: How can we programmatically approve merge requests in''
    GitLab?'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackoverflow.com:
    How can we programmatically approve merge requests in'' GitLab? in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/59518363/is-that-possible-to-deploy-an-openshift-or-kubernetes-in-dmz-zone:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736122.5303
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "stackoverflow.com: Is that possible to deploy an openshift or kubernetes'
    in DMZ zone? \U0001F31F"
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering stackoverflow.com:
    Is that possible to deploy an openshift or kubernetes' in DMZ zone? \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/72657318/how-is-flyte-tailored-to-data-and-machine-learning:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736090.837361
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackoverflow.com: How is Flyte tailored to "Data and Machine Learning"?'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackoverflow.com:
    How is Flyte tailored to "Data and Machine Learning"? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://stackoverflow.com/questions/8087184/problems-installing-python3-on-rhel:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034208.086819
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering stackoverflow.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://stackoverflow.com/questions/tagged/nexus3:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033092.321515
  v1_locations:
  - docs/registries.md
https://stackpulse.com/blog/automated-kubernetes-pod-restarting-analysis-with-stackpulse:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034471.383392
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackpulse.com: Automated Kubernetes Pod Restarting Analysis with StackPulse'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackpulse.com:
    Automated Kubernetes Pod Restarting Analysis with StackPulse in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://stackpulse.com/blog/challenges-of-running-services-with-k8s-reliably:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032811.858371
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackpulse.com: Challenges of Running Services With K8s Reliably'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackpulse.com:
    Challenges of Running Services With K8s Reliably in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://stackpulse.com/blog/https-stackpulse-com-blog-kubernetes-production-best-practices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031055.704295
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackpulse.com: Kubernetes and SRE: 5 Best Practices for K8s Reliability''
    in Production'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackpulse.com:
    Kubernetes and SRE: 5 Best Practices for K8s Reliability'' in Production in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://stackpulse.com/blog/monoliths-vs-microservices-best-practices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033725.561889
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackpulse.com: Managing Reliability for Monoliths vs. Microservices: Best''
    Practices for SREs'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackpulse.com:
    Managing Reliability for Monoliths vs. Microservices: Best'' Practices for SREs
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://stackpulse.com/blog/monoliths-vs-microservices-challenges:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029304.286515
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackpulse.com: Managing Reliability for Monoliths vs. Microservices: The''
    Challenges for SREs'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackpulse.com:
    Managing Reliability for Monoliths vs. Microservices: The'' Challenges for SREs
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://stackpulse.com/blog/no-sre-is-not-the-new-devops-unless-it-is:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029962.053342
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackpulse.com: No, SRE Is Not the New DevOps – Unless It Is'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackpulse.com:
    No, SRE Is Not the New DevOps – Unless It Is in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://stackshare.io/stackups/kubernetes-vs-portainer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031396.807041
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackshare.io: Kubernetes vs Portainer'
  v1_locations:
  - docs/kubernetes-alternatives.md
  v2_locations:
  - kubernetes-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackshare.io:
    Kubernetes vs Portainer in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://stackstorm.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Automated workflow, remediation, and orchestration engine. Utilizes
    event-driven triggers, custom rules, and structured packs to deliver self-healing
    capabilities across cloud, network, and system infrastructures.
  language: Python
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - DevOps
  - Event-Driven Automation
  - StackStorm
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: StackStorm.com
  addition_method: manual
  v2_locations:
  - stackstorm.md
https://starkephillip.com/the-effects-of-remote-work-on-company-culture:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight analyzes the shifting dynamics of company culture within
    fully distributed teams. Live Grounding demonstrates that cultivating psychological
    safety, explicit async communication standards, and periodic intentional offsites
    are essential actions to prevent silos in modern engineering organizations.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Organizational Culture
  - Remote Work
  - Company Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'starkephillip.com: The effects of remote work on company culture'
  addition_method: manual
  v2_locations:
  - remote-tech-jobs.md
https://start.spring.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The premier initialization dashboard for the Spring ecosystem. Incorporates
    direct dependency bindings to native Kubernetes microservices components, generating
    pre-configured templates with container-ready, cloud-native properties.
  language: Java
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Application Development
  - Java
  - Project Bootstrapping
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Spring Initializr \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://statemanagement.substack.com/p/hating-the-code-of-others:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033397.811423
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Hating code of others
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Hating
    code of others in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://static.brandonpotter.com/kubernetes/DeploymentBuilder.html:
  description: ''
  addition_method: manual
  content_hash: 2b5c13fdda15b451fe7efeb4e8d6aa0a60d461f1fc57476ea8e28f179ea36715
  health_score: 100.0
  last_checked: 1779029161.426559
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A simple web-based user interface that enables engineers to generate
    valid Kubernetes Deployment YAML files. Simplifies configuration composition and
    reduces onboarding roadblocks for engineers learning manifest syntaxes.
  language: JavaScript
  resource_type: Web Tool
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - Configuration Management
  - Visual Generators
  is_microservice: false
  title: "Kubernetes Deployment Builder \U0001F31F\U0001F31F"
https://static.sched.com/hosted_files/kccncna19/f7/kubecon-us-2019-mt-wg-deep-dive.pdf:
  description: ''
  year: '2019'
  stars: 1
  ai_summary: Architectural design deck outlining parent-child relationship hierarchies
    in namespaces. Focuses on the cascading of access policies and automated downward
    replication of namespace-bound configurations.
  language: Go
  resource_type: Presentation
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Hierarchical Namespaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Kubernetes Hierarchical Namespace Controller (slides from Kubernetes Multitenancy
    Working Group) \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
? https://static.sched.com/hosted_files/kccncna20/02/A%20Walk%20Through%20the%20Kubernetes%20UI%20Landscape%20%28KubeCon%20Talk%202020%29.pdf
: description: ''
  year: '2020'
  stars: 0
  ai_summary: A complete comparison slide deck detailing the Kubernetes UI landscape,
    including Lens, Kubevious, and Octant. Analyzes how different dashboards display
    live cluster topologies and validation failures.
  language: English
  resource_type: Presentation
  complexity: Intermediate
  hierarchy:
  - Kubernetes Observability
  - Visualization & Auditing
  - UI Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: PDF
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://staticnat.com/setting-up-python-on-osx:
  description: ''
  year: '2014'
  stars: 0
  ai_summary: 'System administration guide documenting Homebrew integration, pyenv
    setups, and environment path configurations on macOS. (Note: Primarily historical
    compared to modern 2026 container-based local architectures).'
  language: Bash
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Workspace Optimization
  - OSX Setup
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Setting up Python on OSX: UPDATED'
  addition_method: manual
  v2_locations:
  - python.md
https://stats.jenkins.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Live landing dashboard presenting global aggregated usage statistics
    of the Jenkins ecosystem. Tracks monthly active installations, plugin adoption
    counts, OS distributions, and version trends across the community.
  language: English
  resource_type: Webpage
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - Telemetry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "stats.jenkins.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://status.aws.amazon.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033949.779456
  stars: 0
  status: online
  title: 'status.aws.amazon.com: Service Health Dashboard'
  v1_locations:
  - docs/aws.md
  year: N/A
https://steampipe.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An extensible open-source command-line framework that translates APIs
    and cloud inventories into virtual SQL tables. Enables DevOps engineers to construct
    real-time dashboards and audit configuration profiles on multi-cloud hosts.
  language: Go
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure & Orchestration
  - Asset Management & Governance
  - Cloud Analytics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: steampipe
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
  - cloud-asset-inventory.md
https://steampipe.io/blog/github-security-tips:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines methodologies for auditing and improving GitHub organization
    configurations using Steampipe. Synthesizes query scripts to dynamically monitor
    third-party OAuth access, MFA compliance, and excessive repository administration
    rights.
  language: SQL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Access Control
  - Organization Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'steampipe.io: Top 3 ways to improve GitHub org security'
  addition_method: manual
  v2_locations:
  - git.md
https://steampunk.si/blog/let-us-give-ansible-a-rest:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines advanced patterns of REST API orchestration. Discusses robust
    exception-handling, rate-limiting, and state-reconciliation when interacting with
    distributed microservice control planes.
  language: English
  resource_type: blog_post
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Ansible Integration
  - API Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'steampunk.si: Let us give Ansible a REST'
  addition_method: manual
  v2_locations:
  - ansible.md
https://steampunk.si/blog/managing-infrastructure-using-ansible-tower:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A workflow guide focusing on using Ansible Tower/AWX for infrastructure
    management. It demonstrates practical orchestration patterns such as job templates,
    dynamic inventory syncing, notification webhooks, and Role-Based Access Control
    (RBAC) definitions.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Enterprise Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'steampunk.si: Managing infrastructure using Ansible Tower'
  addition_method: manual
  v2_locations:
  - ansible.md
https://stedolan.github.io/jq:
  addition_method: manual
  content_hash: d7c0ad2d260c4f72a7ea8893da572acb43a9482a367438dd292d4b5bfcadf10f
  description: ''
  health_score: 100.0
  last_checked: 1779030238.543428
  needs_ai_refresh: true
  stars: 0
  title: jq
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://stelfstartup.com:
  last_checked: 1780401152.315773
  score: 10
  status: FILTERED
https://stelligent.github.io/config-lint:
  addition_method: manual
  content_hash: 54893d1303a24ec98d4130dae56b66d16a99b2a08fd717078335a4fb874ce75c
  description: ''
  health_score: 100.0
  last_checked: 1779030413.135772
  needs_ai_refresh: true
  stars: 0
  title: Config-lint
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://stevehorsfield.wordpress.com/2019/08/13/devops-tricks-templating-yaml-files:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: A DevOps blog detailing handy techniques and shell scripts for templating
    configuration files. It explores quick string replacements, bash substitution,
    and tool-based schema construction. This guide is helpful for engineers looking
    to dynamically build runtime parameters inside pipelines.
  language: N/A
  resource_type: article
  complexity: intermediate
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Advanced Techniques
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Steve Horsfield: DevOps tricks - Templating YAML files'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://stevelasker.blog/2018/03/01/docker-tagging-best-practices-for-tagging-and-versioning-docker-images:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Examines release artifact numbering frameworks for corporate environments.
    Outlines semantic naming paradigms and explains the operational risks of using
    volatile tags in automated orchestration environments.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Image Registry
  - Lifecycle Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'stevelasker.blog: Docker Tagging: Best practices for tagging and versioning
    docker images'
  addition_method: manual
  v2_locations:
  - docker.md
https://storageclass.info/csidrivers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030285.058057
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Searchable list of Kubernetes Storage Providers
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Searchable
    list of Kubernetes Storage Providers in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://store.docker.com/editions/community/docker-ce-desktop-windows:
  addition_method: manual
  content_hash: ddfdffeef3900b32415f699c64cdec71100c564739316f2351488e58429b84d3
  description: ''
  health_score: 100.0
  last_checked: 1779034265.282613
  stars: 0
  status: online
  title: 'store.docker.com: Docker Community Edition EDGE with kubernetes. Installing''
    Kubernetes using the Docker Client'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://stories.schubergphilis.com/terraform-aws-management-using-your-google-account-cfe5ea70c75:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029322.809384
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stories.schubergphilis.com: (Terraform) AWS management using your Google''
    account'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stories.schubergphilis.com:
    (Terraform) AWS management using your Google'' account in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://storiesfromtheherd.com/unpacking-observability-a-beginners-guide-833258a0591f:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030739.406361
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'storiesfromtheherd.com: Unpacking Observability'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering storiesfromtheherd.com:
    Unpacking Observability in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://stormforge.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: 'Introduces StormForge''s automated resource optimization platform.

    - Demonstrates how machine learning models continually rightsize CPU/Memory allocations
    in production.

    - Details how to maintain compatibility with Horizontal Pod Autoscalers (HPA)
    to avoid competing loops.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Automation & Tools
  - Rightsizing Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'stormforge.io: Automated Kubernetes resource management for platform engineering
    teams to continuously rightsize workloads with HPA compatibility'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://streamingsystems.net:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: The definitive O'Reilly reference on stream processing architecture.
    It covers unified programming models (like the Apache Beam model) for out-of-order
    data processing. Focuses on temporal semantics, including windowing mechanics
    (fixed, sliding, session), watermarks, triggers, and state accumulation modes
    crucial for system design.
  language: Java
  resource_type: Book Reference
  complexity: Advanced
  hierarchy:
  - Data Platform
  - Data Pipelines
  - Streaming Systems
  - Reference Material
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'O''Really: Streaming data'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://strimzi.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Strimzi represents the premier CNCF project for deploying and managing
    Apache Kafka clusters natively inside Kubernetes. By leveraging the Operator pattern,
    Strimzi automates node scaling, security certificate provisioning, cluster balancing,
    and configuration drift-correction, making it the industry blueprint for stateful
    distributed streaming systems.
  language: Java
  resource_type: Kubernetes Operator
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Kubernetes Operators
  - Strimzi
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: strimzi.io
  addition_method: manual
  v2_locations:
  - message-queue.md
https://strimzi.io/blog/2019/10/14/improving-prometheus-metrics:
  addition_method: manual
  content_hash: ac0b8c6d9c8a948b8c42289656ceb245a2fb224221812734bff911108f64a45f
  health_score: 100.0
  last_checked: 1779033612.238978
  v1_locations:
  - docs/monitoring.md
https://strimzi.io/blog/2020/08/05/using-open-policy-agent-with-strimzi-and-apache-kafka:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A technical implementation guide showing how to externalize Kafka authorization
    rules using Open Policy Agent (OPA). By combining Strimzi with Rego policies,
    platform engineers can replace static ACL models with dynamic, declarative, attributes-based
    access controls.
  language: Rego
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Strimzi
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'strimzi.io: Using Open Policy Agent with Strimzi and Apache Kafka'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://strimzi.io/blog/2020/10/15/producer-tuning:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An analytical guide focused on hardening Kafka message producers against
    data loss while maintaining performance levels. This resource covers client-side
    retry architectures, delivery timeouts, and buffer allocation metrics to ensure
    reliable transport in Kubernetes networks.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Performance Tuning
  - Kafka Producers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "strimzi.io: Optimizing Kafka producers \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://strimzi.io/blog/2021/01/07/consumer-tuning:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A comprehensive playbook for tuning Kafka consumers to prevent head-of-line
    blocking and partition rebalance storms in high-throughput clusters. It details
    proper session timeout windows, fetch size parameters, and threading behaviors
    crucial for maintaining consistent low-latency ingestion pipelines.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Performance Tuning
  - Kafka Consumers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "strimzi.io: Optimizing Kafka consumers \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://strimzi.io/blog/2021/07/05/upgrade-improvements:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews design optimization improvements designed by the Strimzi community
    to orchestrate zero-downtime rolling upgrades of Kafka clusters inside Kubernetes.
    Discusses partition balance validations and automated protocol adjustments executed
    by the operator.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'strimzi.io: Kafka upgrade improvements'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://strimzi.io/blog/2021/07/22/using-kubernetes-config-provider-to-load-data-from-secrets-and-config-maps:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A tutorial guiding developers through the integration of the Kubernetes
    Configuration Provider inside running client workloads. It provides actual deployment
    manifests showcasing how dynamic secret rotation is accomplished without requiring
    a full cluster restart.
  language: YAML
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Strimzi
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'strimzi.io: Using Kubernetes Configuration Provider to load data from Secrets
    and Config Maps'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://strimzi.io/blog/2021/08/18/using-http-bridge-as-a-kubernetes-sidecar:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Architectural breakdown of deploying the Strimzi HTTP Bridge as a sidecar
    alongside non-Java microservices. This pattern allows lightweight containers to
    interact with Kafka endpoints via standard HTTP REST APIs, avoiding massive native
    SDK dependencies.
  language: YAML
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Strimzi
  - Sidecar Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'strimzi.io: Using HTTP Bridge as a Kubernetes sidecar'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://stu2b50.dev/posts/things-you-wante9665:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032242.919821
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Things You Want to Do in Git and How to Do Them
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Things
    You Want to Do in Git and How to Do Them in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://stupidpythonideas.blogspot.com.es/2015/05/if-you-dont-like-exceptions-you-dont.html:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Deep-dive analysis of Pythonic exception-handling philosophy ('EAFP'
    - Easier to Ask for Forgiveness than Permission). Explains why exceptions are
    central to control flow, iterator protocols, and idiomatic resource management.
    Emphasizes why bypassing native exception design hinders clean enterprise software
    engineering.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Error Handling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: If you don't like exceptions, you don't like Python
  addition_method: manual
  v2_locations:
  - python.md
https://stwipe.com:
  addition_method: automatic
  ai_summary: A satirical mock-API created by the Duckbill Group mimicking Stripe's
    payment infrastructure. Featuring a single robust endpoint (`POST /v1/yes`) that
    guarantees 100% success with zero error handling, the project serves as a humorous
    demonstration of simplified API design principles and developer-centric parody.
  category: uncategorized
  complexity: Beginner
  content_hash: 6e502c5e7493f1b2223f85143be986cdfb194dd0ca18ad5dea14d472ff311a71
  description: Stwipe is the financial primitive for the world's most demanding economy.
    Series A. Backed by people who should know better.
  hierarchy:
  - Web Development
  - API parody
  - Humor
  is_microservice: false
  language: English
  last_checked: 1780352581.792276
  reputation_status: Vetted
  reputation_summary: A popular developer satire project created by the Duckbill Group,
    widely shared on Twitter and HN for its humorous take on Stripe's complexity.
  resource_type: website
  social_preview_url: https://stwipe.com/og.png
  source_provenance: X.com (QuinnyPig)
  stars: 4
  status: online
  suggested_new_category: devops-humor
  tags:
  - '[COMMUNITY-TOOL]'
  title: Stwipe — Payments infrastructure for people who cannot be reasoned with
  year: '2024'
https://substack.com/@pvergadia:
  addition_method: automatic
  ai_summary: The official Substack of Priyanka Vergadia (Cloud Girl) delivering highly
    visual, jargon-free technical guides and frameworks for cloud and AI architects.
    The newsletter focuses heavily on real-world engineering concerns, including the
    '7 layers of AI stack,' the economics of running multi-agent workflows, token
    optimization, and robust error-handling for production-grade LLM deployments.
    Highly valuable for bridging the gap between raw code and executive architectural
    design.
  category: newsfeeds
  complexity: intermediate
  content_hash: N/A
  description: Visual guides, deep dives, and practical frameworks on Cloud Architecture,
    Generative AI engineering, and multi-agent systems designed for engineers and
    tech leaders.
  hierarchy:
  - Cloud Architecture
  - Education
  - Newsletters and Frameworks
  is_microservice: false
  language: en
  last_checked: 1780352561.468562
  reputation_status: Vetted
  reputation_summary: Authored by Priyanka Vergadia (The Cloud Girl), former Google
    Cloud leader, highly regarded for visual and structural cloud and AI engineering
    insights.
  resource_type: platform
  social_preview_url: ''
  source_provenance: X.com (pvergadia)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: Cloud Girl Substack by Priyanka Vergadia
  year: '2026'
https://sumanprasad.hashnode.dev/a-beginners-guide-to-ingress-and-ingress-controllers-in-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029899.161354
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sumanprasad.hashnode.dev: A Beginner''s Guide to Ingress and Ingress Controllers''
    in Kubernetes'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sumanprasad.hashnode.dev:
    A Beginner''s Guide to Ingress and Ingress Controllers'' in Kubernetes in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sumanprasad.hashnode.dev/everything-about-kubernetes-services-discovery-load-balancing-networking:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031079.659018
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sumanprasad.hashnode.dev: Everything About Kubernetes Services - Discovery,''
    Load Balancing, Networking'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sumanprasad.hashnode.dev:
    Everything About Kubernetes Services - Discovery,'' Load Balancing, Networking
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sumanthkumarc.medium.com/debugging-namespace-deletion-issue-in-kubernetes-f6f8b40a4368:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031647.283154
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sumanthkumarc.medium.com: Debugging namespace deletion issue in Kubernetes'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sumanthkumarc.medium.com:
    Debugging namespace deletion issue in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sumanthkumarc.medium.com/kubernetes-rbac-update-default-clusterroles-without-editing-them-ef206254e0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030891.235504
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sumanthkumarc.medium.com: Kubernetes RBAC — Update default ClusterRoles''
    without editing them'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sumanthkumarc.medium.com:
    Kubernetes RBAC — Update default ClusterRoles'' without editing them in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sunnykkc13.medium.com/deep-dive-into-kubernetes-238258c9a536:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033663.199471
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sunnykkc13.medium.com: Deep Dive into Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sunnykkc13.medium.com:
    Deep Dive into Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://supabase.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The premier open-source Firebase alternative. Leverages production-ready
    PostgreSQL with real-time sync networks, integrated authentication engines, and
    automated REST/GraphQL APIs, highly compatible with cloud-native container workloads.
  language: TypeScript/Elixir
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Backend-as-a-Service
  - PostgreSQL
  - BaaS Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: supabase.com
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://superfastpython.com/python-concurrency-choose-api:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Details how to choose between multi-threading, multi-processing,
    and asynchronous loop modules in Python.

    Live Grounding: Explores I/O bottlenecks vs CPU constraint calculations, the Global
    Interpreter Lock (GIL) execution overhead, and structural runtime design parameters.'
  language: Python
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Concurrency & Parallelism
  - Execution Models
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'superfastpython.com: How to Choose the Right Python Concurrency API'
  addition_method: manual
  v2_locations:
  - python.md
https://superfastpython.com/thread-deadlock-in-python:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: A specialized guide on profiling and resolving runtime
    deadlocks in concurrent Python code.

    Live Grounding: Outlines lock acquisition hierarchies, threading analyzer APIs,
    and monitoring thread structures to identify locked states before deployment.'
  language: Python
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Concurrency & Parallelism
  - Debugging
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'superfastpython.com: How to Identify a Deadlock in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://superfastpython.com/threading-vs-multiprocessing-in-python:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Contends with the structural performance differences
    between system-level threads and separate OS process targets.

    Live Grounding: Analyzes shared memory architectures under Python''s GIL limits
    compared against isolated execution processes using IPC protocols.'
  language: Python
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Concurrency & Parallelism
  - Execution Models
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'superfastpython.com: Threading vs Multiprocessing in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://superorbital.io/blog/testing-production-controllers:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A highly practical engineering article explaining testing techniques
    for Kubernetes operators. Discusses unit testing designs, envtest integration,
    mock clients, and local cluster sandbox validation routines needed to secure resilient
    operators.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Extensibility & Development
  - Controller Testing
  - Guides & Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'superorbital.io: Testing Production Kubernetes Controllers'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://superuser.openinfra.org/articles/run-your-kubernetes-cluster-on-openstack-in-production:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical playbook outlining how to marry OpenStack's bare-metal/VM
    resources with Kubernetes automation. Outlines storage mapping through Cinder,
    network integration via Octavia/Neutron, and high-performance production topologies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Private Cloud
  - OpenStack Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'superuser.openstack.org: Run Your Kubernetes Cluster on OpenStack in Production'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://superuser.openstack.org/articles/run-your-kubernetes-cluster-on-openstack-in-production:
  addition_method: manual
  content_hash: 415af96e930046b4c24cf44f4f92a0b0a1c4390f0593bc29739c92146fc60db0
  description: ''
  health_score: 100.0
  last_checked: 1779031333.837245
  stars: 0
  status: online
  title: 'superuser.openstack.org: Run Your Kubernetes Cluster on OpenStack in Production'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://supple.com.au/tools/google-advance-search-operators:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An actionable guide outlining how to use search filetypes, site targets,
    and page caches to identify online digital assets. It provides deep-dive OSINT
    practices for threat identification and platform auditing.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Information Retrieval
  - OSINT
  - Search Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'supple.com.au: Google advanced search operators tips and tricks'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://supple.com.au/tools/google-advanced-search-operators:
  addition_method: manual
  content_hash: 70ef8aed18fb427c46101393be3da62d72576d10e591659532112cd4acead87e
  description: ''
  health_score: 100.0
  last_checked: 1779033048.530963
  stars: 0
  status: online
  title: 'supple.com.au: Google advanced search operators tips and tricks'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://support.apple.com/en-us/102650:
  addition_method: manual
  content_hash: b0814d630178434660784d08bff120d39081568c867349700eae7578d7c55596
  health_score: 100.0
  last_checked: 1779130495.031382
  v1_locations:
  - docs/visual-studio.md
https://support.apple.com/en-us/HT201236:
  addition_method: manual
  content_hash: f75a0c9bc4e491d3e6344f6d6b72867cac54590e3cc16f5bf1d5a118c148c955
  description: ''
  health_score: 100.0
  last_checked: 1779029640.699189
  stars: 0
  title: 'support.apple.com: Mac keyboard shortcuts'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://support.atlassian.com/bitbucket-cloud/docs/yaml-anchors:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Atlassian's reference guide to using YAML anchors and aliases to optimize
    Bitbucket Cloud Pipelines. It demonstrates how to reuse complex deployment step
    structures and reduce boilerplate. This is highly useful for CI/CD pipeline administrators.
  language: N/A
  resource_type: documentation
  complexity: beginner
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Advanced Techniques
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'support.atlassian.com: YAML anchors and aliases'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://support.cloudbees.com/hc/en-us/articles/227246387-How-to-Configure-Jenkins-for-Git-Merge-:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033421.823907
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: How to configure Jenkins for git merge
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering How to
    configure Jenkins for git merge in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://support.gitkraken.com/git-workflows-and-extensions/git-flow:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A GUI-centric operational guide detailing GitKraken's native GitFlow
    integration. Demonstrates how to execute branching actions—such as starting and
    finishing features, hotfixes, and releases—via UI tooling that automates CLI commands
    to minimize user error.
  language: Markdown
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'gitkraken.com: GitFlow'
  addition_method: manual
  v2_locations:
  - git.md
https://support.google.com/calendar/answer/190998:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Legacy Google Calendar booking block system. Live grounding shows this
    feature was officially retired in late 2024, fully replaced by Google's newer
    'Appointment Schedules' tool.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Workspace Features
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Google Calendar appointment slots
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://support.google.com/google-workspace-individual/answer/10729749:
  description: "- [wired.com: Google Calendar's ‘Appointment Schedule’ Is Good, Not
    Great](https://www.wired.com/story/calendly-google-calendar-appointment-schedule)
    Google has a new feature that makes it easy to find a time to meet with someone.
    Here's how it stacks up to Calendly.\n    - [gizmodo.com: Google Calendar's New
    Feature Can Figure Out When Your Friends Don't Have an Excuse to Flake](https://gizmodo.com/google-calendar-debuts-appointment-schedule-feature-1848715533)
    You'll need a paid Google Workplace account to survey friends, family, and colleagues
    on when to get a meetup on the books with appointment scheduling.\n    - [arstechnica.com:
    New Google Calendar feature takes the back-and-forth out of scheduling](https://arstechnica.com/gadgets/2022/03/google-calendar-now-lets-paid-users-create-a-booking-page-website)
    Calendar can now generate a webpage of available time slots for a user to pick
    from. The creator of the booking page will need to be using at least the \"Business
    Standard\" version of Google Workspace. The lower-level \"Business Starter\" level
    is still paid, but it doesn't get access to these sorts of fancy new features.
    The feature should roll out to everyone by April 9. Once you have it, just load
    up the web version of Google Calendar, click on the \"Create\" button, and pick
    \"Appointment Schedule.\""
  year: '2022'
  stars: 0
  ai_summary: Explores the modernized Google Workspace Appointment Schedule booking
    page ecosystem. Integrates dynamic availability checks to minimize overlap bookings
    and optimize schedules.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Workspace Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'support.google.com: How to set up an appointment schedule'
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://support.sonatype.com/hc/en-us/articles/213465768-SSL-Certificate-Guide:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031111.028555
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'support.sonatype.com: SSL Certificate Guide'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering support.sonatype.com:
    SSL Certificate Guide in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://support.sonatype.com/hc/en-us/articles/217542177-Using-Self-Signed-Certificates-with-Nexus-Repository-Manager-and-Docker-Daemon
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031122.226692
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'support.sonatype.com: Using self signed certificates with Nexus Repository''
    Manager and Docker Daemon'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering support.sonatype.com:
    Using self signed certificates with Nexus Repository'' Manager and Docker Daemon
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://support.sonatype.com/hc/en-us/articles/360009696054-How-to-delete-docker-images-from-Nexus-Repository-Manager:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033923.769807
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sonatype: how to delete docker images from Nexus Repository Manager'
  v1_locations:
  - docs/registries.md
  v2_locations:
  - registries.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sonatype:
    how to delete docker images from Nexus Repository Manager in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://support.tools/post/rke2-standalone-disaster-recovery:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Critical disaster recovery operational manual targeting RKE2 standalone
    clusters. Focuses on backup restoration, etcd snapshot recovery, and certificate
    rotation when cluster management planes fail.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cluster Management
  - RKE2
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: RKE2 Standalone Disaster Recovery Guide
  addition_method: manual
  v2_locations:
  - rancher.md
  - kubernetes-backup-migrations.md
https://sureshdsk.dev/check-diff-between-two-files-in-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores standard library integration of the `difflib` module. Demonstrates
    programmatically comparing two text documents, parsing line differences, and generating
    HTML output formatting.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Utilities
  - File Operations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'sureshdsk.dev: Check diff between two files in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://surfingcomplexity.blog/2022/11/25/cache-invalidation-really-is-one-of-the-hardest-things-in-computer-science:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical exploration detailing the complex nature of distributed
    cache invalidation strategies. It breaks down systemic issues with race conditions,
    expiration parameters, and multi-region database sync mechanisms.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Data & Caching
  - Caching Fundamentals
  - Cache Invalidation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'surfingcomplexity.blog: Cache invalidation really is one of the hardest
    problems in computer science'
  addition_method: manual
  v2_locations:
  - caching.md
https://survey.stackoverflow.co:
  addition_method: manual
  content_hash: 5ae20c1f0feda71ada9b526eb192ba6527bf51ce545cf4c4203596edbcc23edd
  health_score: 100.0
  last_checked: 1779130494.996882
  v1_locations: []
https://survey.stackoverflow.co/2021:
  addition_method: manual
  content_hash: 8f35f7f7bba0d87d91e37b143e4a0319f35291bc457fab14fab82cbb52fe7e0b
  health_score: 100.0
  last_checked: 1779130494.930152
  v1_locations: []
https://survey.stackoverflow.co/2022:
  addition_method: manual
  content_hash: 9cabcd33adeb853bc25d558bba3f2e6160ffa1519b7afb19a1463748982d657a
  description: ''
  health_score: 100.0
  last_checked: 1779030809.08836
  needs_ai_refresh: true
  stars: 0
  title: "2022 \U0001F31F"
  v1_locations: []
  year: N/A
https://swagger.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Swagger.io provides advanced tools for designing, modeling, documenting,
    and testing RESTful APIs under the OpenAPI specification. It represents the de-facto
    standard for programmatic contract-first interface engineering.
  language: English
  resource_type: SaaS
  complexity: Intermediate
  hierarchy:
  - API Development
  - API Specification
  - Swagger
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: https://swagger.io
  addition_method: manual
  v2_locations:
  - swagger-code-generator-for-rest-apis.md
https://swagger.io/product:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: SwaggerHub is SmartBear's collaborative cloud framework for teams building,
    designing, and testing REST APIs. Uses standard OpenAPI specs to drive API governance
    and SDK generation.
  language: Agnostic
  resource_type: SaaS
  complexity: Intermediate
  hierarchy:
  - API Tooling
  - Design
  - SwaggerHub
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'SwaggerHub: Free Web Service'
  addition_method: manual
  v2_locations:
  - api.md
https://swagger.io/tools/swaggerhub:
  addition_method: manual
  content_hash: 79feb7c5271cbd874faa5879fd454e81580e6f4b4fa9a1119e9aa7cb55db6545
  description: ''
  health_score: 100.0
  last_checked: 1779034273.402652
  stars: 0
  status: online
  title: 'SwaggerHub: Free Web Service'
  v1_locations:
  - docs/api.md
  year: N/A
https://swapnil-chougule.medium.com/rapid-feature-engineering-through-sql-a92b0926683d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032639.821549
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'swapnil-chougule.medium.com: Rapid Feature Engineering through SQL'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering swapnil-chougule.medium.com:
    Rapid Feature Engineering through SQL in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://swimm.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A modern continuous documentation platform that automatically updates
    internal technical guides by syncing directly with git repositories and tracking
    code changes dynamically.
  language: English
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Documentation
  - Continuous Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Swim
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://swirlai.substack.com/p/sai-08-request-response-model-deployment:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034034.421602
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "swirlai.substack.com: SAI #08: Request-Response Model Deployment - The MLOps'
    Way, Spark - Executor Memory Structure and more... \U0001F31F"
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering swirlai.substack.com:
    SAI #08: Request-Response Model Deployment - The MLOps' Way, Spark - Executor
    Memory Structure and more... \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://swissarmydevops.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032160.289109
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: swissarmydevops.com
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering swissarmydevops.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://swwapnilp.medium.com/how-does-slack-use-terraform-104b1e96c97d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029678.56497
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'swwapnilp.medium.com: How Does Slack Use Terraform?'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering swwapnilp.medium.com:
    How Does Slack Use Terraform? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://syedasadrazadevops.medium.com/deep-dive-into-kubernetes-way-to-know-about-kubernetes-6a423c262b61:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030731.874383
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'syedasadrazadevops.medium.com: Deep Dive Into Kubernetes: Who to run pod,''
    node container in Kubernetes (K8s)'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering syedasadrazadevops.medium.com:
    Deep Dive Into Kubernetes: Who to run pod,'' node container in Kubernetes (K8s)
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://symbiosis.host:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comparative performance study evaluating cluster provisioning latency
    across eight prominent cloud providers (such as AWS EKS, GCP GKE, Azure AKS, DigitalOcean,
    and Symbiosis). Tracks control plane bootstrap speed, node joining times, and
    API availability to guide DevOps teams in emergency scale-out or dynamic environment
    workflows.
  language: English
  resource_type: Case Study/Benchmark
  complexity: Intermediate
  hierarchy:
  - Operations
  - Managed Services
  - Performance Benchmarking
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'symbiosis.host: Benchmarking cluster creation time for 8 managed Kubernetes
    providers'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://symbiosis.host/blog/comparing-cluster-creation-times:
  addition_method: manual
  content_hash: 9b41317200f1b087322c3a792471b31fc491a8397c8153c7090b534ae87c9b3a
  description: ''
  health_score: 100.0
  last_checked: 1779032949.987644
  stars: 0
  status: online
  title: '==symbiosis.host: Benchmarking cluster creation time for 8 managed Kubernetes''
    providers=='
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://symbiosis.host/blog/comparing-node-launch-times:
  addition_method: manual
  content_hash: 9b41317200f1b087322c3a792471b31fc491a8397c8153c7090b534ae87c9b3a
  description: ''
  health_score: 100.0
  last_checked: 1779033655.482838
  stars: 0
  status: online
  title: 'symbiosis.host: Benchmarking Kubernetes node initialization'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://symphony.is/blog/crossplane---the-new-kid-in-town-:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides a high-level overview of Crossplane's architectural architecture
    compared to traditional static provisioning tools like Terraform. Highlights the
    advantages of continuous reconciliation loops that prevent configuration drift
    and promote dynamic state enforcement across heterogeneous cloud infrastructures.
  language: Agnostic
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Control Planes
  - Crossplane
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'symphony.is: Crossplane - The New Kid in Town'
  addition_method: manual
  v2_locations:
  - crossplane.md
https://syndesis.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Syndesis was an open-source, cloud-native low-code integration platform
    built natively for Kubernetes. Though currently archived, it historically facilitated
    rapid microservice orchestration and API visual design with prebuilt connectors.
    Its architectural concepts paved the way for modern cloud-native iPaaS systems.
  language: Java
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Integration
  - Low-Code Integration
  - Syndesis
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: '**Syndesis** open source integration platform'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://syntax.fm/show/162/the-fundamentals-js:
  addition_method: manual
  content_hash: 62a15a28a723a7b5fbb785eab7a0a633e9d7e96ac16f99efa87c115d26b5140b
  health_score: 100.0
  last_checked: 1779031164.460951
  needs_ai_refresh: true
  v1_locations:
  - docs/javascript.md
https://sysadmin.prod.acquia-sites.com/sysadmin/container-guides-2020:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031016.595063
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sysadmin.prod.acquia-sites.com: 10 container guides for sysadmins'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sysadmin.prod.acquia-sites.com:
    10 container guides for sysadmins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sysadmincasts.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032376.795032
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: SysAdmin Casts
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering SysAdmin
    Casts in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sysadmincasts.com/episodes/74-nomad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029310.273505
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "sysadmincasts.com: Nomad \U0001F31F"
  v1_locations:
  - docs/kubernetes-alternatives.md
  v2_locations:
  - kubernetes-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering sysadmincasts.com:
    Nomad \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://sysadminxpert.com/demystifying-nosql-databases:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Operational primer breaking down NoSQL storage engine architectures,
    write-ahead logging (WAL), memtables, and dynamic partitioning strategies. Provides
    systems engineers with performance diagnostic techniques for high-throughput nodes.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Reference Guides
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "sysadminxpert.com: Demystifying NoSQL Databases \U0001F31F"
  addition_method: manual
  v2_locations:
  - nosql.md
https://sysadminxpert.com/how-to-do-security-auditing-of-centos-system-using-lynis-tool:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step tutorial on executing Lynis for systemic compliance checks,
    privilege audits, and vulnerability detection. Live grounding notes that while
    CentOS is deprecated, Lynis remains an enterprise-stable auditor on Rocky, Alma,
    and generic RHEL-family distributions.
  language: Shell
  resource_type: Security Guide
  complexity: Advanced
  hierarchy:
  - Linux
  - Security
  - Auditing
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'sysadminxpert.com: How to do Security Auditing of CentOS System Using Lynis
    Tool'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://sysadminxpert.com/how-to-enable-slow-query-logs-in-aws-rds-mysql:
  addition_method: manual
  ai_summary: Explains DB Parameter Group configurations required to identify slow
    queries in RDS MySQL. Details the collection of metrics, mapping to CloudWatch
    Logs, and performance fine-tuning tactics.
  complexity: Intermediate
  content_hash: 11a7521dd21c21a2222facb0733ad4fa1c79cbcaf46c7ba563e72a3c8f4bce97
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - AWS Databases
  - Amazon RDS
  is_microservice: false
  language: English
  last_checked: 1779029057.425099
  needs_ai_refresh: true
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sysadminxpert.com: How to Enable Slow Query Logs in AWS RDS MySQL'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://sysadminxpert.com/how-to-watch-real-time-tcp-and-udp-ports-on-linux:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Comparative analysis of netstat and the modern ss utility for tracking
    socket states and interface binds in real time. Essential diagnostics for validating
    ingress routing, firewalls, and networking on microservices.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Network Services
  - Port Monitoring
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "sysadminxpert.com: How to watch real time TCP and UDP ports on Linux (netstat
    & ss) \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://sysadminxpert.com/monitor-linux-system-with-grafana-and-telegraf:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Operational guide demonstrating Linux host resource tracking. Integrates
    Telegraf, InfluxDB, and Grafana to produce unified kernel and virtual filesystem
    tracking dashboards.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - System Monitoring
  - Linux
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysadminxpert.com: How to Monitor Linux System with Grafana and Telegraf'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://sysadminxpert.com/steps-to-monitor-linux-server-using-prometheus:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A step-by-step practical guide detailing the manual installation, systemd
    daemonization, and configuration of Prometheus and Node Exporter on a bare-metal
    or virtual Linux instance, providing a baseline setup for server metrics capture.
  language: Shell
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Infrastructure Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysadminxpert.com: Steps to Monitor Linux Server using Prometheus'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://sysdig.com/blog/container-security-best-practices:
  addition_method: manual
  content_hash: f893da48d67deb4162cab70779f005a5e84809d8befe5d819e885c03c6539001
  description: ''
  health_score: 100.0
  last_checked: 1779031416.504035
  stars: 0
  status: online
  title: "sysdig.com: Container security best practices: Ultimate guide \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://sysdig.com/blog/cve-2021-20291-cri-o-podman:
  addition_method: manual
  content_hash: 50eb90d95fea8fd9a40bc84d6292e8dba20ee171976a72651b2e94eb50dd73f6
  description: ''
  health_score: 100.0
  last_checked: 1779030418.759772
  stars: 0
  status: online
  title: 'sysdig.com: Mitigating CVE-2021-20291: DoS affecting CRI-O and Podman'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://sysdig.com/blog/debug-kubernetes-crashloopbackoff:
  addition_method: manual
  content_hash: e6d9e2c39ed682e311378e0db059530a4b4ca7239ff42718cca9014b6f924a7e
  description: ''
  health_score: 100.0
  last_checked: 1779031538.08933
  stars: 0
  status: online
  title: "sysdig.com: What is Kubernetes CrashLoopBackOff? And how to fix it \U0001F31F"
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://sysdig.com/blog/dockerfile-best-practices:
  addition_method: manual
  content_hash: 51f85115a9e7a16c3385b5c08cf8fdee92f06beb28807a203a47833fe11aa2e2
  description: ''
  health_score: 100.0
  last_checked: 1779029246.883151
  stars: 0
  status: online
  title: "sysdig.com: Top 20 Dockerfile best practices \U0001F31F"
  v1_locations:
  - docs/docker.md
  year: N/A
https://sysdig.com/blog/exposed-prometheus-exploit-kubernetes-kubeconeu:
  addition_method: manual
  content_hash: edb932b5a6b675b954f561b31efcb02120001402d29679d3ec296c11d876de90
  description: ''
  health_score: 100.0
  last_checked: 1779030207.315725
  stars: 0
  status: online
  title: 'sysdig.com: How attackers use exposed Prometheus server to exploit Kubernetes''
    clusters | Miguel Hernández'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://sysdig.com/blog/gitops-iac-security-source:
  addition_method: manual
  content_hash: d8d9b36ebc05d20debfc5b9450ec9ae54065c81f8be1de87363360b1c3a9f78d
  description: ''
  health_score: 100.0
  last_checked: 1779033609.784381
  stars: 0
  status: online
  title: "sysdig.com: How to apply security at the source using GitOps | Eduardo Mínguez'
    \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://sysdig.com/blog/how-to-monitor-coredns:
  addition_method: manual
  content_hash: 57004886e0f38874510bcbf876bc14013468b2017fce7199b77eb4f41767b9e2
  description: ''
  health_score: 100.0
  last_checked: 1779031696.748068
  stars: 0
  status: online
  title: "sysdig.com: How to monitor coreDNS \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://sysdig.com/blog/how-to-secure-helm:
  addition_method: manual
  content_hash: b3cb86ee7230857101935c597168527dd884c5121c7d81c5c8888dd208e53d38
  description: ''
  health_score: 100.0
  last_checked: 1779033092.472972
  stars: 0
  status: online
  title: 'sysdig.com: Helm security and best practices'
  v1_locations:
  - docs/helm.md
  year: N/A
https://sysdig.com/blog/image-scanning-best-practices:
  addition_method: manual
  content_hash: 2e42efc23e9a36d9c15b25f5171083d59c6f76ef587a00a0bcdec008297e4c29
  description: ''
  health_score: 100.0
  last_checked: 1779033949.687688
  stars: 0
  status: online
  title: 'sysdig.com: 12 Container image scanning best practices to adopt in production'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://sysdig.com/blog/intro-runtime-security-falco:
  addition_method: manual
  content_hash: 6a14d5fd411abf8ad61126205350c219b84db12d8fd92dad73d3aa0ac9aa7a65
  description: ''
  health_score: 100.0
  last_checked: 1779030204.56871
  stars: 0
  status: online
  title: '==sysdig.com: Getting started with runtime security and Falco=='
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://sysdig.com/blog/k3s-sysdig-falco:
  addition_method: manual
  content_hash: fe2490d1f1a1c0ac59c305a4189008518c9fb77a3ea4e8ca03276275465e3ced
  description: ''
  health_score: 100.0
  last_checked: 1779032248.88533
  stars: 0
  status: online
  title: "sysdig.com: K3s + Sysdig: Deploying and securing your cluster… in less than'
    8 minutes! \U0001F31F"
  v1_locations:
  - docs/rancher.md
  year: N/A
https://sysdig.com/blog/kubernetes-1-22-whats-new:
  addition_method: manual
  content_hash: a7cdf9a15b958f6cde6d4698225c82d87fca66d6d9ebafd6567042d18397539f
  description: ''
  health_score: 100.0
  last_checked: 1779031548.32589
  stars: 0
  status: online
  title: 'sysdig.com: Kubernetes 1.22 – What’s new?'
  v1_locations:
  - docs/kubernetes-releases.md
  year: N/A
https://sysdig.com/blog/kubernetes-1-23-whats-new:
  addition_method: manual
  content_hash: 82589600d0577d8fb4d30471cf10db630cfee8e0b9535966bb1647723e6233bb
  description: ''
  health_score: 100.0
  last_checked: 1779029274.237484
  stars: 0
  status: online
  title: 'sysdig.com: Kubernetes 1.23 – What’s new?'
  v1_locations:
  - docs/kubernetes-releases.md
  year: N/A
https://sysdig.com/blog/kubernetes-1-24-whats-new:
  addition_method: manual
  content_hash: 002b1983ae4fe183138d0cc909af3a8f27344e35ee51f0c5816598268b3c38c5
  description: ''
  health_score: 100.0
  last_checked: 1779029172.221782
  stars: 0
  status: online
  title: 'sysdig.com: Kubernetes 1.24 – What’s new?'
  v1_locations:
  - docs/kubernetes-releases.md
  year: N/A
https://sysdig.com/blog/kubernetes-1-25-whats-new:
  addition_method: manual
  content_hash: fd95f948f64096a5e8fbf5bb2f7cb384b29dd239b3f15f3f3c7c038cf00d5c71
  description: ''
  health_score: 100.0
  last_checked: 1779030418.75898
  stars: 0
  status: online
  title: 'sysdig.com: Kubernetes 1.25 – What’s new?'
  v1_locations:
  - docs/kubernetes-releases.md
  year: N/A
https://sysdig.com/blog/kubernetes-1-26-whats-new:
  addition_method: manual
  content_hash: 5e1e6f1281b436f2ee3549b001873ee7bc1ffc522ce86471ef6ad60ea424f408
  description: ''
  health_score: 100.0
  last_checked: 1779032254.819171
  stars: 0
  status: online
  title: 'sysdig.com: Kubernetes 1.26 – What’s new?'
  v1_locations:
  - docs/kubernetes-releases.md
  year: N/A
https://sysdig.com/blog/kubernetes-1-27-whats-new:
  addition_method: manual
  content_hash: 0bbd49737f8341ad3e966b34e76030aa6e8b1a951b83649484bf743bafb1e48d
  description: ''
  health_score: 100.0
  last_checked: 1779032074.373095
  stars: 0
  status: online
  title: 'sysdig.com: Kubernetes 1.27 – What’s new?'
  v1_locations:
  - docs/kubernetes-releases.md
  year: N/A
https://sysdig.com/blog/kubernetes-admission-controllers:
  addition_method: manual
  content_hash: 66f61a3b22a17a0741227ab7c9af4ba64715f22beb196ee91f2837c6b8e8944f
  description: ''
  health_score: 100.0
  last_checked: 1779033313.592698
  stars: 0
  status: online
  title: 'sysdig.com: Kubernetes admission controllers in 5 minutes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://sysdig.com/blog/kubernetes-audit-log-falco:
  addition_method: manual
  content_hash: 5bb4342ff706cb923cbc30c55c941dfdfa944eaa1008e77a387a1fbd8814823b
  description: ''
  health_score: 100.0
  last_checked: 1779030558.676068
  stars: 0
  status: online
  title: "sysdig.com: Getting started with Kubernetes audit logs and Falco \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://sysdig.com/blog/kubernetes-autoscaler:
  addition_method: manual
  content_hash: 875f6def335dd121b092c4f41ec4091e5aad656d34b1c800b898aed665fee2c7
  description: ''
  health_score: 100.0
  last_checked: 1779030986.224684
  stars: 0
  status: online
  title: 'sysdig.com: Kubernetes pod autoscaler using custom metrics'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://sysdig.com/blog/kubernetes-capacity-planning:
  addition_method: manual
  content_hash: d5b8092a5f62fa6113bd510a388194276563367be669dd8a2f0e1d45d7550b41
  description: ''
  health_score: 100.0
  last_checked: 1779030000.540828
  stars: 0
  status: online
  title: 'sysdig.com: Kubernetes capacity planning: How to rightsize the requests''
    of your cluster'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://sysdig.com/blog/kubernetes-hpa-prometheus:
  addition_method: manual
  content_hash: 6bd53f6e58733659cb7a3e6f7ff5ba598cfd0c9522afd1cdee09d6cd442f6caf
  description: ''
  health_score: 100.0
  last_checked: 1779029573.278189
  stars: 0
  status: online
  title: 'sysdig.com: Trigger a Kubernetes HPA with Prometheus metrics'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://sysdig.com/blog/kubernetes-limits-requests:
  addition_method: manual
  content_hash: 14bffcf6e299be62389f02e49aef6d0489bd0b182e15af8af294e01eb7c9abc0
  description: ''
  health_score: 100.0
  last_checked: 1779029556.54147
  stars: 0
  status: online
  title: "==sysdig.com: Understanding Kubernetes limits and requests by example=='
    \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://sysdig.com/blog/kubernetes-monitoring-best-practices:
  addition_method: manual
  content_hash: 36fdc4531647895d5e90b68573e1de51124aee17f7ef2b7c5bf9630d3ca6f703
  description: ''
  health_score: 100.0
  last_checked: 1779033068.240264
  stars: 0
  status: online
  title: 'sysdig.com: Seven Kubernetes monitoring best practices every monitoring''
    solution should enable'
  v1_locations:
  - docs/kubernetes-monitoring.md
  - docs/monitoring.md
  year: N/A
https://sysdig.com/blog/kubernetes-monitoring-prometheus:
  addition_method: manual
  content_hash: 02e64c274af60a60c8d0d04aac75b6d51c25ccc54e09483b996bf3d209af8c67
  description: ''
  health_score: 100.0
  last_checked: 1779034273.077784
  stars: 0
  status: online
  title: "sysdig.com: Kubernetes Monitoring with Prometheus, the ultimate guide \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://sysdig.com/blog/kubernetes-pod-evicted:
  addition_method: manual
  content_hash: 720ace0c2efd87924440f5c923e91b0fcf2fb19910b03e5932ed86d303cdbe6c
  description: ''
  health_score: 100.0
  last_checked: 1779030730.254335
  stars: 0
  status: online
  title: 'sysdig.com: Understanding Kubernetes Evicted Pods'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://sysdig.com/blog/kubernetes-pod-pending-problems:
  addition_method: manual
  content_hash: bf539e398acbb0c55e4f6d7ff7ade9e1dcf9dcb3e7217483b4d0491abf7f0dcb
  description: ''
  health_score: 100.0
  last_checked: 1779029070.719631
  stars: 0
  status: online
  title: '==sysdig.com: Understanding Kubernetes pod pending problems=='
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://sysdig.com/blog/kubernetes-resource-limits:
  addition_method: manual
  content_hash: 56ce85a31ba02575f9deb089e088b9f9a1034393d40acc174a990d5d3b80c5b3
  description: ''
  health_score: 100.0
  last_checked: 1779032802.095585
  stars: 0
  status: online
  title: 'sysdig.com: How to rightsize the Kubernetes resource limits'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://sysdig.com/blog/kubernetes-services-clusterip-nodeport-loadbalancer:
  addition_method: manual
  content_hash: 4a9f25b37d72d3025aff04bfaf745c6893da8455a8958c7710fba836462ff624
  description: ''
  health_score: 100.0
  last_checked: 1779033731.282284
  stars: 0
  status: online
  title: 'sysdig.com: Kubernetes Services: ClusterIP, Nodeport and LoadBalancer'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://sysdig.com/blog/mitigating-log4j-kubernetes-network-policies:
  addition_method: manual
  content_hash: c3f01b1f5b7acaeca677f63a174796c68e1c5c8839b931130a49f6d09f678dc8
  description: ''
  health_score: 100.0
  last_checked: 1779032969.017639
  stars: 0
  status: online
  title: 'sysdig.com: Mitigating log4j with Runtime-based Kubernetes Network Policies'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://sysdig.com/blog/monitor-etcd:
  addition_method: manual
  content_hash: 5335557cdd3890bc9cfb972ca6b4d4c0d225837ee268d19a4138487fde848edb
  description: ''
  health_score: 100.0
  last_checked: 1779031429.066078
  stars: 0
  status: online
  title: 'sysdig.com: How to monitor etcd'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://sysdig.com/blog/monitor-istio:
  addition_method: manual
  content_hash: 55aa07d99e84eb1d5ca7c648b18a2103c53ffb4bf2655f0e1b6bc54ea36d7816
  description: ''
  health_score: 100.0
  last_checked: 1779029251.907979
  stars: 0
  status: online
  title: 'sysdig.com: How to monitor Istio, the Kubernetes service mesh'
  v1_locations:
  - docs/istio.md
  year: N/A
https://sysdig.com/blog/monitor-kube-proxy:
  addition_method: manual
  content_hash: 1d39578b7f47600bdf1b70440a34f631eb27f09494545525288ff440221e102a
  description: ''
  health_score: 100.0
  last_checked: 1779033296.049268
  stars: 0
  status: online
  title: "sysdig.com: How to monitor kube-proxy \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://sysdig.com/blog/monitor-kubernetes-control-plane:
  addition_method: manual
  content_hash: 5882fe4c8c26a5072d0eef1f269c852e44601ee5740ce758ff4b5e8cee0cd1f5
  description: ''
  health_score: 100.0
  last_checked: 1779031752.615836
  stars: 0
  status: online
  title: 'sysdig.com: How to monitor Kubernetes control plane'
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://sysdig.com/blog/monitor-oracle-database-prometheus:
  addition_method: manual
  content_hash: 39fac36079fa1c216a265eaf338403c767c5ef6db418385c220b3b368b26ce87
  description: ''
  health_score: 100.0
  last_checked: 1779029735.282329
  stars: 0
  status: online
  title: 'sysdig.com: How to monitor an Oracle database with Prometheus. The OracleDB''
    Prometheus exporter'
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://sysdig.com/blog/monitoring-kubernetes:
  addition_method: manual
  content_hash: 9cb65ad11d6c0a8646f644de6b48e0d92177b631da8b026a1258953eb9610445
  description: ''
  health_score: 100.0
  last_checked: 1779032344.160712
  stars: 0
  status: online
  title: 'sysdig.com: Monitoring Kubernetes in Production'
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://sysdig.com/blog/postgresql-monitoring:
  addition_method: manual
  content_hash: e75bf5ab231f9b9aa576c6884b2da6491bb1f8fc9cfc6666e66a17099e88c140
  description: ''
  health_score: 100.0
  last_checked: 1779031999.959603
  stars: 0
  status: online
  title: "sysdig.com: Top 10 metrics in PostgreSQL monitoring with Prometheus \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://sysdig.com/blog/prometheus-2-37-lts:
  addition_method: manual
  content_hash: 995e20b1e6d22e157cfde15e9ad0109dcbe9c947ba4b15b0bcad91c3880f8242
  description: ''
  health_score: 100.0
  last_checked: 1779031615.290063
  stars: 0
  status: online
  title: "sysdig.com: Prometheus 2.37 – The first long-term supported release! \U0001F31F"
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://sysdig.com/blog/redis-prometheus:
  addition_method: manual
  content_hash: 456247e7819d327f2779f42b8e8825fcca750ff601db311b73c16444d6b8c05a
  description: ''
  health_score: 100.0
  last_checked: 1779031399.12448
  stars: 0
  status: online
  title: 'sysdig.com: How to monitor Redis with Prometheus'
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://sysdig.com/blog/secure-kubernetes-deployment-signature-verification:
  addition_method: manual
  content_hash: b78aeece737884bf9354d517a0fafb70d67c62df05888d42d7cd971082227a82
  description: ''
  health_score: 100.0
  last_checked: 1779029897.21739
  stars: 0
  status: online
  title: 'sysdig.com: How to secure Kubernetes deployment with signature verification'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://sysdig.com/blog/sysdig-2021-container-security-usage-report:
  addition_method: manual
  content_hash: b4d3a747b90d9f0681964fb1802534906540db727c9d11e0b0808a15002e5c00
  description: ''
  health_score: 100.0
  last_checked: 1779033046.622534
  stars: 0
  status: online
  title: "sysdig.com: Sysdig 2021 container security and usage report: Shifting left'
    is not enough \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://sysdig.com/blog/sysdig-and-apolicy-join-forces-to-help-customer-secure-infrastructure-as-code:
  addition_method: manual
  content_hash: c1a51ab429c4909ca28750312c84fb39273b23e55a236f4d91c8a7399f35bb42
  description: ''
  health_score: 100.0
  last_checked: 1779034456.444632
  stars: 0
  status: online
  title: 'sysdig.com: Sysdig and Apolicy join forces to help customers secure Infrastructure''
    As Code and automate remediation'
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://sysdig.com/blog/top-owasp-kubernetes:
  addition_method: manual
  content_hash: 3a8ad0419dfdc7c923dc24d26c84fcb9d13112b7a75790d29d60cae116ea985e
  description: ''
  health_score: 100.0
  last_checked: 1779031900.810036
  stars: 0
  status: online
  title: "==sysdig.com: OWASP Kubernetes Top 10== \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://sysdig.com/blog/triaging-malicious-docker-container:
  addition_method: manual
  content_hash: eebf375d8a1c8d4991900a9285391874e7bb2db33494054edd91542a31958acf
  description: ''
  health_score: 100.0
  last_checked: 1779030856.706138
  stars: 0
  status: online
  title: 'sysdig.com: Triaging a Malicious Docker Container'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://sysdig.com/blog/troubleshoot-kubernetes-oom:
  addition_method: manual
  content_hash: 76b52dd4d9f45529c69ac4e2bfee312846a056e764ae8cd8962eca19f432dbd8
  description: ''
  health_score: 100.0
  last_checked: 1779030323.014398
  stars: 0
  status: online
  title: 'sysdig.com: Kubernetes OOM and CPU Throttling'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://sysdig.com/blog/vulnerability-assessment:
  addition_method: manual
  content_hash: bce3353bfecc62a14ba377daea30463eae3a8595b7793c204edaab7586a5abea
  description: ''
  health_score: 100.0
  last_checked: 1779029472.688986
  stars: 0
  status: online
  title: 'sysdig.com: Top vulnerability assessment and management best practices'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://sysdig.com/blog/whats-new-kubernetes-1-20:
  addition_method: manual
  content_hash: f8f0e5530b0aeab01aebf583fa17b1e7b45af3db002c313b1715aad181c72b12
  description: ''
  health_score: 100.0
  last_checked: 1779030000.431784
  stars: 0
  status: online
  title: 'sysdig.com: What’s new in Kubernetes 1.20?'
  v1_locations:
  - docs/kubernetes-releases.md
  year: N/A
https://sysdig.com/resources/ebooks/kubernetes-security-guide:
  addition_method: manual
  content_hash: 4961f732cf048054dcf7edff539eb5f128071bcf4d12e39fb98d12a8e6279a40
  description: ''
  health_score: 100.0
  last_checked: 1779034349.833529
  review_metadata:
    original_url: https://sysdig.com/resources/ebooks/kubernetes-security-guide
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.961036'
  stars: 0
  status: online
  title: "sysdig.com: Kubernetes Security Guide \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://systemadmin.es:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A Spanish-language technical resource focusing on enterprise systems
    administration, virtualization, and database tuning. It offers deep insights into
    Linux performance analysis and storage optimization.
  language: Spanish
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - SysAdmin Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: systemadmin.es
  addition_method: manual
  v2_locations:
  - linux.md
https://systemcenterdudes.com/create-operational-sccm-collection-using-powershell-script:
  addition_method: manual
  content_hash: 19b170293e7dabdc826eedb3bbdaa2c763606101f390adaf57369cec05229b73
  description: ''
  health_score: 100.0
  last_checked: 1779030191.161877
  stars: 0
  status: online
  title: 'systemcenterdudes.com: Create Operational SCCM Collection Using Powershell''
    Script'
  v1_locations:
  - docs/azure.md
  year: N/A
https://systemweakness.com/owasp-k8s-security-insecure-workload-configurations-c14c4028beb1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029826.547149
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'systemweakness.com: OWASP-K8S Security: Insecure Workload Configurations'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering systemweakness.com:
    OWASP-K8S Security: Insecure Workload Configurations in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://t.co/5E4FLUyh98:
  addition_method: manual
  content_hash: e69edf26b6c3458f1549fb23d03f87c3b066d237147f8255b42f65effeca916f
  description: ''
  health_score: 100.0
  last_checked: 1779032232.380835
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Terraform for Standardizing AWS Deployments
  v1_locations:
  - docs/aws.md
  - docs/iac.md
  - docs/terraform.md
  v2_locations:
  - aws.md
  - iac.md
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Terraform
    for Standardizing AWS Deployments in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://t.co/AF9GfbgBWZ:
  addition_method: manual
  content_hash: 66a75e6ff51a88e67a70cd8251a17b63bd05c722e13fc97d746fd70de04814d9
  health_score: 100.0
  last_checked: 1779032900.886981
  v1_locations:
  - docs/api.md
https://t.co/C6uicr7ZPS:
  addition_method: manual
  content_hash: dc0e45185922e61ab05e090d7ffd0580601141bf046445393dcd81d5981002aa
  description: ''
  health_score: 100.0
  last_checked: 1779034533.546905
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows''
    ARM64 Support'
  v1_locations:
  - docs/iac.md
  - docs/kubernetes-tools.md
  - docs/terraform.md
  v2_locations:
  - iac.md
  - kubernetes-tools.md
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Terraform
    1.15: Flexible Module Management, Deprecation Warnings, and Windows'' ARM64 Support
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://t.co/EKsVgKA4xn:
  addition_method: manual
  content_hash: 1f81192073dcd09e78e28b65310a8c3c6386d915f4f0cdaabde1d7c1abf5544c
  description: ''
  health_score: 100.0
  last_checked: 1779030736.663906
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: IBM IAM for AI Agents
  v1_locations:
  - docs/ai-agents-mcp.md
  - docs/iac.md
  - docs/securityascode.md
  v2_locations:
  - ai-agents-mcp.md
  - iac.md
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering IBM IAM
    for AI Agents in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://t.co/F244mqpeaR:
  addition_method: manual
  content_hash: e5316f1717eeb6ee478a93cbae4c20c4ee0858c7453af7413d2844d5d801577b
  description: ''
  health_score: 100.0
  last_checked: 1779030855.475311
  stars: 0
  title: Deploying Virtual Networks Across Tenants Using Azure Virtual Network Manager
  v1_locations:
  - docs/azure.md
  - docs/iac.md
  - docs/networking.md
  year: N/A
https://t.co/FhNsA9iy4Q:
  addition_method: manual
  content_hash: 36d44a9ae1ef196bc5867a30d27828ca1ac29edcb3512623f738f658844a3d22
  description: ''
  health_score: 100.0
  last_checked: 1779029326.792517
  stars: 0
  title: Programming with GitHub Copilot Agent Mode
  v1_locations:
  - docs/ai.md
  - docs/cicd.md
  - docs/developerportals.md
  year: N/A
https://t.co/PPlhHZx5Bh:
  addition_method: manual
  content_hash: e0d8ec33fc40a6ec9dd991551f40e241f6df5e19d8524f4e75cf5eee342b8cc6
  description: ''
  health_score: 100.0
  last_checked: 1779032154.208054
  stars: 0
  title: 'Azure ExpressRoute Resiliency: Best Practices for Production-Critical Workloads'
  v1_locations:
  - docs/aws-networking.md
  - docs/azure.md
  - docs/networking.md
  year: N/A
https://t.co/UmacHpStqI:
  addition_method: manual
  content_hash: 8af67bee1d2fea02673b01a1b07d4d6f2dbd1bb9be7a54bb4654e5fce65b6e92
  description: ''
  health_score: 100.0
  last_checked: 1779029689.188979
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Terraform Enterprise 2.0
  v1_locations:
  - docs/cicd.md
  - docs/iac.md
  v2_locations:
  - cicd.md
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Terraform
    Enterprise 2.0 in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://t.co/cvOceuueCF:
  addition_method: manual
  content_hash: c37a9094ac46d03b519cb1fcaac65938b0d2b9c1260c989f30ab98ed1d33ebba
  description: ''
  health_score: 100.0
  last_checked: 1779030356.26505
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: IBM Vault 2.0 UI Enhancements and Reporting Improvements
  v1_locations:
  - docs/devops-tools.md
  - docs/ibm_cloud.md
  - docs/securityascode.md
  v2_locations:
  - devops-tools.md
  - ibm_cloud.md
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering IBM Vault
    2.0 UI Enhancements and Reporting Improvements in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://t.co/hshyLt0r2x:
  addition_method: manual
  content_hash: b49b4f8e3dfcaec10bd63d316e48b143bb25044e14bad1d2cc23f1979fb6255d
  description: ''
  health_score: 100.0
  last_checked: 1779032873.013109
  stars: 0
  title: Clean Architecture on Frontend
  v1_locations:
  - docs/aws-architecture.md
  - docs/developerportals.md
  - docs/javascript.md
  year: N/A
https://t.co/mv3tyz1oRt:
  addition_method: manual
  content_hash: e2ff8e56baac35b9d5f8f85b317694aea32a7cfd532a1fe9a1126cb2574408f9
  description: ''
  health_score: 100.0
  last_checked: 1779032794.524598
  stars: 0
  title: Announcing Public Preview of Terraform Export from the Azure Portal
  v1_locations:
  - docs/azure.md
  - docs/iac.md
  - docs/terraform.md
  year: N/A
https://t.co/qXtIPX5eF6:
  addition_method: manual
  content_hash: 894acf5290797079441600bd615de10ac2a8693626bd3c056c1dfbc1e4b57db2
  description: ''
  health_score: 100.0
  last_checked: 1779034558.414783
  stars: 0
  title: Buildbot
  v1_locations:
  - docs/cicd.md
  - docs/devops.md
  - docs/jenkins-alternatives.md
  year: N/A
https://t.co/y414rbxM7l:
  addition_method: manual
  content_hash: 64578b4ec93e5effe45a0d720145b2904d499d3bdc0288806d3f3c258aedab8f
  description: ''
  health_score: 100.0
  last_checked: 1779031800.27697
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Scale with Confidence Using Terraform: Better Cost Visibility, Stronger''
    Governance, and Less Operational Overhead'
  v1_locations:
  - docs/finops.md
  - docs/iac.md
  - docs/terraform.md
  v2_locations:
  - finops.md
  - iac.md
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Scale
    with Confidence Using Terraform: Better Cost Visibility, Stronger'' Governance,
    and Less Operational Overhead in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://t.…:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033579.040703
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'RBAC Wizard: Herramienta para visualizar y analizar la configuración RBAC''
    de Kubernetes'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering RBAC
    Wizard: Herramienta para visualizar y analizar la configuración RBAC'' de Kubernetes
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tailscale.com/docs/install/cloud/aws:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details the installation of Tailscale inside an AWS VPC to build low-overhead
    overlay networks using subnet routing. Real-world engineering proves that Tailscale's
    WireGuard-based routing simplifies cross-cloud access without the complexity of
    traditional IPsec VPNs.
  language: English
  resource_type: documentation
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - VPN & Overlay Networks
  - Tailscale
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tailscale.com: Connect to an AWS VPC using subnet routes'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://tailscale.com/kb/1021/install-aws:
  addition_method: manual
  content_hash: 862871b10b076a38d5dc6386393bf7d6d587d61ba36e427c5a7f7db263f1fab4
  description: ''
  health_score: 100.0
  last_checked: 1779029704.734862
  stars: 0
  status: online
  title: 'tailscale.com: Connect to an AWS VPC using subnet routes'
  v1_locations:
  - docs/aws-networking.md
  year: N/A
https://talkpython.fm:
  description: '- [Transcript for Episode #39: Getting your first dev job as a Python
    developer (part 1)](http://talkpython.fm/episodes/transcript/39/getting-your-first-dev-job-as-a-python-developer-part-1)'
  year: '2015'
  stars: 0
  ai_summary: A popular audio series analyzing ecosystem advancements, engineering
    practices, and technical developments in Python. Features deep-dive conversations
    with developers from Microsoft, Google, and the core CPython team.
  language: Markdown
  resource_type: Podcast
  complexity: Intermediate
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Community Media
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Talk Python To Me Podcast
  addition_method: manual
  v2_locations:
  - python.md
https://talkpython.fm/episodes/show/36/python-ides-with-the-pycharm-team:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Historic podcast episode exploring the engineering challenges behind
    parsing, index optimization, and refactoring engines in modern IDE platforms like
    PyCharm.
  language: Markdown
  resource_type: Podcast
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Integrated Development Environments
  - Python
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Talk Python To Me Podcast. Episode #36: Python IDEs with the PyCharm team'
  addition_method: manual
  v2_locations:
  - python.md
https://talkpython.fm/episodes/transcript/39/getting-your-first-dev-job-as-a-python-developer-part-1:
  addition_method: manual
  content_hash: 2976caa52509db85f5d0cdf40ea12faafe50c3fa1309789514d8052d49efe0cb
  health_score: 100.0
  last_checked: 1779029931.903408
  needs_ai_refresh: true
  v1_locations:
  - docs/python.md
https://tanka.dev/tutorial/jsonnet:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A Grafana-backed configuration utility that harnesses Jsonnet to declare
    complex Kubernetes resources. Eliminates boilerplate manifest repetition by offering
    strong typing and reusable configurations, bypassing typical YAML templating limitations.
  language: Go
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Tanka
  addition_method: manual
  v2_locations:
  - gitops.md
https://tanzu.vmware.com/content/blog/introducing-kubeacademy-pro-in-depth-kubernetes-training-totally-free:
  addition_method: manual
  content_hash: 92298821fee6b03d23942a95d7f8a8c2b15fba2338c883f8d5ef3ecc08c191e5
  description: ''
  health_score: 100.0
  last_checked: 1779029479.654676
  stars: 0
  status: online
  title: 'tanzu.vmware.com: Introducing KubeAcademy Pro: In-Depth Kubernetes Training,''
    Totally Free'
  v1_locations:
  - docs/kubernetes-on-premise.md
  year: N/A
https://tanzu.vmware.com/content/blog/vmware-tanzu-sql-mysql-at-scale-kubernetes:
  addition_method: manual
  ai_summary: Highlights VMware Tanzu SQL, an automated relational database engine
    managed natively within Kubernetes clusters. Outlines automated operations including
    point-in-time recovery, seamless scaling, high-availability setups, and security
    patching.
  complexity: intermediate
  content_hash: 18256fdecdde237ef439f96d40cb39f4841583c279f3b9a8b6a7ea8dddfe0ff4
  description: ''
  health_score: 100.0
  hierarchy:
  - Database
  - Cloud-Native Databases
  - VMware Tanzu Ecosystem
  is_microservice: false
  language: en
  last_checked: 1779030850.296288
  resource_type: article
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'tanzu.vmware.com: VMware Tanzu SQL: MySQL at Scale Made Easy for Kubernetes'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
? https://tanzu.vmware.com/developer/blog/log4shell-vulnerability-spotlights-the-importance-of-adopting-trusted-open-source-software-providers-for-the-enterprise
: addition_method: manual
  content_hash: b564fa7a7ea10e27b567cb2219f6d1429dcdb26da7298d7dee23ef01c5bd1ae0
  description: ''
  health_score: 100.0
  last_checked: 1779033501.091883
  stars: 0
  status: online
  title: 'tanzu.vmware.com: Log4Shell Vulnerability Spotlights the Importance of Adopting''
    Trusted Open Source Software Providers for the Enterprise'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://tanzu.vmware.com/developer/guides/kubernetes/app-enhancements-spring-k8s:
  addition_method: manual
  content_hash: b564fa7a7ea10e27b567cb2219f6d1429dcdb26da7298d7dee23ef01c5bd1ae0
  description: ''
  health_score: 100.0
  last_checked: 1779030503.922626
  stars: 0
  status: online
  title: "tanzu.vmware.com: Microservices with Spring Cloud Kubernetes Reference Architecture'
    \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://tatiyants.com/jenkins-build-monitor:
  addition_method: manual
  content_hash: 0dac75fd744134655e65044d4b271a984327f8d96e03a2888f5e8d231100ca3c
  health_score: 100.0
  last_checked: 1779031419.336379
  needs_ai_refresh: true
  v1_locations:
  - docs/jenkins.md
https://taubyte.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An innovative WebAssembly-native edge cloud designed to eliminate typical
    virtualization layers. Offers decentralized and autonomous execution of lightweight,
    globally scaling serverless routines.
  language: None
  resource_type: External Tool
  complexity: Advanced
  hierarchy:
  - Serverless Architecture
  - Edge Computing
  - WebAssembly
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Taubyte
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://tealfeed.com/kubernetes-audit-logs-created-deleted-namespace-ho5o3:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Practical, real-world forensic guide demonstrating how to parse API
    server audit event streams to discover user identity and administrative footprints
    behind resource creation and deletion events inside complex Kubernetes clusters.
  language: None
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Log Management & Diagnostics
  - Audit Logging
  - Compliance & Forensics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tealfeed.com: Kubernetes Audit Logs: Who created or deleted a namespace?'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://team-coder.com/from-git-flow-to-trunk-based-development:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A technical migration blueprint outlining how to move teams from GitFlow
    to Trunk-Based Development. It highlights real-world challenges, such as adapting
    CI pipelines and managing team workflows during the transition.
  language: Markdown
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'team-coder.com: From Git Flow to Trunk Based Development'
  addition_method: manual
  v2_locations:
  - git.md
https://teamhood.com/agile/scrum-cheat-sheet:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A practical guide outlining Scrum frameworks, detailing sprint cycles,
    key delivery templates, user-story estimation rules, and standard agile metrics
    to optimize development velocity.
  language: English
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Project Management
  - Agile & Scrum
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'teamhood.com: scrum cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://tecadmin.net:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A technical blog delivering practical guides on server administration,
    shell scripting, database management, and cloud infrastructure operations. It
    provides reliable solutions to common system configuration challenges and automation
    tasks.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - SysAdmin Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: tecadmin.net
  addition_method: manual
  v2_locations:
  - linux.md
https://tecadmin.net/how-to-enable-multiple-rdp-sessions-on-windows-server:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: System engineering guide detailing how to bypass the standard session
    limit constraints on Windows Server platforms by configuring Remote Desktop Services
    (RDS) policies. Explains licensing requirements, group policy objects (GPO), and
    host configurations to enable multi-user concurrent administrative operations
    within infrastructure-as-a-service (IaaS) instances.
  language: English
  resource_type: Admin Guide
  complexity: Intermediate
  hierarchy:
  - Compute & Containers
  - Virtual Machines
  - Windows Server
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'teacdmin.net: How To Enable Multiple RDP Sessions on Windows Server'
  addition_method: manual
  v2_locations:
  - azure.md
https://tecadmin.net/read-write-csv-in-python:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034219.208996
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tecadmin.net: How To Read, Write & Parse CSV in Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tecadmin.net:
    How To Read, Write & Parse CSV in Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tech.aabouzaid.com/2020/09/3-ways-to-customize-off-the-shelf-helm-charts-with-kustomize-kubernetes.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Detailed instructional article illustrating advanced integration techniques
    to post-process vendor-provided Helm charts using Kustomize. It covers inline
    rendering, custom patch structures, and Kustomize's native Helm generator mechanism.
    It resolves common pain points where a vendor-provided Helm chart lacks specific
    configurable values.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Application Configuration
  - Declarative GitOps
  - Helm & Kustomize
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 3 ways to customize off-the-shelf Helm charts with Kustomize - Kubernetes
  addition_method: manual
  v2_locations:
  - kustomize.md
https://tech.aabouzaid.com/2022/11/set-openapi-patch-strategy-for-kubernetes-custom-resources-kustomize.html:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Technical deep dive into configuring custom OpenAPI schemas for CRDs
    within Kustomize. Explores defining strategic merge patch strategies (e.g., replace,
    merge, or delete) on Custom Resources, bypassing default merge limitations of
    standard JSON patches.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Extensibility
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tech.aabouzaid.com: Set OpenAPI patch strategy for Kubernetes Custom Resources
    - Kustomize'
  addition_method: manual
  v2_locations:
  - kustomize.md
? https://tech.bigbasket.com/atlas-streamlining-bigbaskets-40-lines-of-testing-across-80-microservices-in-non-production-459040947519
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031431.207712
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tech.bigbasket.com: Atlas: Streamlining BigBasket’s 40+ lines of testing''
    across 80+ Microservices in Non-Production Environments'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tech.bigbasket.com:
    Atlas: Streamlining BigBasket’s 40+ lines of testing'' across 80+ Microservices
    in Non-Production Environments in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tech.buzzfeed.com/continuous-deployments-at-buzzfeed-d171f76c1ac4:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: An architectural case study detailing BuzzFeed's transition to continuous
    deployment. Analyzes how their internal tooling structures automated container
    packaging and microservices management to optimize high-frequency shipping.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'tech.buzzfeed.com: Continuous Deployments at BuzzFeed'
  addition_method: manual
  v2_locations:
  - cicd.md
https://tech.deliveryhero.com/dynamically-overscaling-a-kubernetes-cluster-with-cluster-autoscaler-and-pod-priority:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031494.461729
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tech.deliveryhero.com: Dynamically overscaling a Kubernetes cluster with''
    cluster-autoscaler and Pod Priority'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tech.deliveryhero.com:
    Dynamically overscaling a Kubernetes cluster with'' cluster-autoscaler and Pod
    Priority in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tech.ebayinc.com/engineering/resiliency-and-disaster-recovery-with-kafka:
  addition_method: manual
  content_hash: 75b09a92c5b1c3551f49caac6de0bdbc90cdffcaab450c821cae437d38ee3b4a
  description: ''
  health_score: 100.0
  last_checked: 1779031028.624647
  stars: 0
  status: online
  title: 'tech.ebayinc.com: Resiliency and Disaster Recovery with Kafka'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://tech.gogoair.com/jenkins-jobs-as-code-with-groovy-dsl-c8143837593a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031622.405158
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "medium: Jenkins Jobs as Code with Groovy DSL (Job DSL plugin) \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering medium:
    Jenkins Jobs as Code with Groovy DSL (Job DSL plugin) \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tech.loveholidays.com/dynamic-alert-routing-with-prometheus-and-alertmanager-f6a919edb5f8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031163.925714
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tech.loveholidays.com: Dynamic alert routing with Prometheus and Alertmanager'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tech.loveholidays.com:
    Dynamic alert routing with Prometheus and Alertmanager in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tech.loveholidays.com/gke-multi-cluster-services-one-bad-probe-away-from-disaster-62051fafe84e:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029130.394533
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tech.loveholidays.com: GKE Multi-Cluster Services — one bad probe away from''
    disaster'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tech.loveholidays.com:
    GKE Multi-Cluster Services — one bad probe away from'' disaster in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tech.loveholidays.com/load-testing-in-production-with-grafana-loki-kubernetes-and-golang-1699554d2aa3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030418.427709
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tech.loveholidays.com: Load testing in production with Grafana Loki, Kubernetes''
    and Golang'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tech.loveholidays.com:
    Load testing in production with Grafana Loki, Kubernetes'' and Golang in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tech.marksblogg.com/clickhouse-prometheus-grafana.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A technical integration guide on monitoring ClickHouse database clusters
    with Prometheus and Grafana. It details how to enable ClickHouse's native Prometheus
    metrics exporter in config.xml, configures Prometheus to scrape ClickHouse metrics,
    and reviews visualization dashboards.
  language: SQL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Database Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tech.marksblogg.com: Monitor ClickHouse column oriented database with Prometheus
    & Grafana'
  addition_method: manual
  v2_locations:
  - databases.md
https://tech.olx.com/improving-jvm-warm-up-on-kubernetes-1b27dd8ecd58:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explains technical approaches to address CPU throttling and JIT-compilation
    cold starts for Java microservices running on Kubernetes. Demonstrates solutions
    using resource allocation adjustments, pre-heating traffic, and modern CRaC (Coordinated
    Restore at Checkpoint).
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes
  - JVM Container Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "tech.olx.com: Improving JVM Warm-up on Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://tech.paulcz.net/blog/spring-into-kubernetes-part-1:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A foundational blog post walking through the process of containerizing
    and deploying a Spring Boot application onto a Kubernetes cluster. Details the
    transition from local JAR execution to containerized environments, highlighting
    early JVM memory footprint challenges.
  language: Markdown
  resource_type: Article
  complexity: Basic
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Java Deployment Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: tech.paulcz.net/blog/spring-into-kubernetes-part-1
  addition_method: manual
  v2_locations:
  - demos.md
https://tech.showmax.com/2021/08/developers-101-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032100.152665
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tech.showmax.com: Developers'' basic guide to kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tech.showmax.com:
    Developers'' basic guide to kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tech.trell.co/redis-cluster-creation-automation-5e71eedf0e56:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031450.794053
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tech.trell.co: Redis Cluster Creation Automation'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tech.trell.co:
    Redis Cluster Creation Automation in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tech.twenix.com/securiza-tu-infraestructura-cloud-sin-arruinarte-d9d2e2d5302c:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034228.877903
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tech.twenix.com: Securiza tu infraestructura cloud sin arruinarte'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tech.twenix.com:
    Securiza tu infraestructura cloud sin arruinarte in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://techbeacon.com/enterprise-it/25-kubernetes-experts-you-should-follow-twitter:
  description: ''
  addition_method: manual
  content_hash: 7ba5e35289e9cf2462019d2221222a77cb68a37004ae4d99ba43f530d35571bd
  health_score: 100.0
  last_checked: 1779031302.645709
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2021'
  ai_summary: A curated directory of 25 Kubernetes experts and thought leaders. While
    compiled in 2021, current 2026 analysis indicates that many highlighted figures
    have transitioned to wider Platform Engineering, AI infrastructure, and multi-cloud
    platform architectures, though their legacy core insights on orchestration remain
    highly foundational.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Community
  - Directory
  is_microservice: false
  title: 'techbeacon.com: 25 Kubernetes experts you should follow on Twitter'
https://techbeacon.com/enterprise-it/5-best-practices-deploying-kubernetes:
  description: "- Use an Integrated Secrets Vault\n    - Define Access Controls Using
    IAM\n    - Keep Configuration Data Inside K8s Deployments\n    - Configure Integrated
    Logging\n    - Define Resource Minimums—but not Maximums"
  year: '2022'
  stars: 0
  ai_summary: 'Presents five pivotal recommendations for secure enterprise deployment:
    integrating dedicated vaults for secrets, enforcing IAM boundaries, keeping configurations
    decoupled from code, leveraging logging aggregates, and defining resource minimums.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Best Practices
  - Enterprise Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techbeacon.com: 5 Best Practices for Deploying Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://techbeacon.com/enterprise-it/7-arguments-against-noops:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A counter-narrative presenting real-world arguments against complete
    operational automation (NoOps). Highlights risks associated with opaque debugging,
    provider lock-in, compliance gaps, and complex on-prem infrastructure demands.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Operations Paradigms
  - NoOps Critiques
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 7 arguments against NoOps
  addition_method: manual
  v2_locations:
  - noops.md
https://techbeacon.com/enterprise-it/essential-guide-2019-serverless-ecosystem:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: A historical overview detailing the serverless framework, cloud tools,
    and platform landscape of 2019, tracing the market growth towards modern container
    standards.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Serverless
  - Ecosystem Landscapes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techbeacon.com: An essential guide to the 2019 serverless ecosystem'
  addition_method: manual
  v2_locations:
  - serverless.md
https://techbeacon.com/enterprise-it/why-teams-fail-kubernetes-what-do-about-it:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Diagnoses key organizational and architectural pitfalls that lead to
    failed Kubernetes implementations. Emphasizes the dangers of over-engineering,
    insufficient network/security policies, ignoring organizational operational models,
    and failing to construct abstract internal platforms for app development teams.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Adoption Strategy
  - Risk Assessment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techbeacon.com: Why teams fail with Kubernetes—and what to do about it'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://techbeacon.com/security/17-open-source-container-security-tools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A comprehensive review of seventeen leading open-source container security
    platforms, including Trivy, Falco, and Grype. Segregates tooling based on their
    operational targets: static image profiling, continuous compliance auditing, or
    real-time eBPF runtime event analysis.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Container Security
  - Security Ecosystem Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "techbeacon.com: 17 open-source container security tools \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://techbeatly.com/ansible-for-infrastructure-provisioning-in-aws-ansible-real-life-series:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A video walk-through covering end-to-end AWS provisioning with Ansible.
    Demonstrates spawning target EC2 virtual compute hosts, binding security group
    topologies, setting up VPC parameters, and managing tags.
  language: YAML
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Cloud Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techbeatly.com: Ansible for Infrastructure Provisioning in AWS | Ansible
    Real Life Series - youtube'
  addition_method: manual
  v2_locations:
  - ansible.md
https://techbeatly.com/how-to-create-increase-or-decrease-project-quota-in-openshift:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Provides step-by-step guidance on managing project resource limits inside
    OpenShift namespaces. Explores configuring quotas via the oc CLI to enforce hard
    boundaries on CPU, RAM, and storage allocations.
  language: Bash
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Architecture
  - Resource Management
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'techbeatly.com: How to create, increase or decrease project quota'
  addition_method: manual
  v2_locations:
  - ocp3.md
https://techbeatly.com/terraform-cheat-sheet:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: 'Curator Insight: Custom reference outlining HCL structures, interpolation
    functions, and CLI targets. Live Grounding: Handy offline desktop reference detailing
    core commands (init, plan, apply, destroy) alongside less common workspace selectors.'
  language: English
  resource_type: Cheat Sheet
  complexity: Beginner-Intermediate
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Terraform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techbeatly.com: Terraform Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://techbeatly.com/terraform-free-courses:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A curated list of free introductory and intermediate Terraform learning
    resources. Covers basic concepts such as provider initialization, configuration
    syntax, state file management, and dynamic modules across AWS, Azure, and GCP
    environments.
  language: English
  resource_type: Course List
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Terraform Learning
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'techbeatly.com: 10 Free Courses to Learn Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://techcommunity.microsoft.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Microsoft's official technical hub where engineers, product groups,
    and IT professionals share implementation guides, product updates, and architecture
    insights. An invaluable resource for tracking ongoing engineering conversations
    and discovering unofficial integration solutions.
  language: None
  resource_type: Portal
  complexity: Intermediate
  hierarchy:
  - Community
  - Portals
  - Tech Community
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: techcommunity.microsoft.com
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/?product=All:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Microsoft's centralized interactive learning room community directory.
    Facilitates global peer-to-peer technical guidance and deep system architectural
    support.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Native Platforms
  - Cloud Documentation
  - Community & Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Microsoft Learn - Learning Rooms Directory'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/AzureDevCommunityBlog/enhancing-infrastructure-as-code-generation-with-github-copilot-for-azure/4388514
: description: ''
  year: '2025'
  stars: 0
  ai_summary: Technical optimization guide exploring the use of GitHub Copilot for
    drafting Bicep, ARM, and Terraform configurations. Shows how to engineer precise
    prompt schemas to maintain syntax standards.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - AI Integration
  - Copilot for Azure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Enhancing Infrastructure as Code Generation with GitHub Copilot for Azure
  addition_method: manual
  v2_locations:
  - cicd.md
  - azure.md
? https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/azure-expressroute-resiliency-best-practices-for-production-critical-workloads/4394842
: description: ''
  year: '2025'
  stars: 0
  ai_summary: Examines best practices for designing resilient Azure ExpressRoute topologies
    to safeguard production-critical hybrid cloud environments. Architects are guided
    through configuring dual-homing, active-active paths, BFD (Bidirectional Forwarding
    Detection), and automated failover strategies to prevent network isolation.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Azure Networking
  - Hybrid Connectivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Azure ExpressRoute Resiliency: Best Practices for Production-Critical Workloads'
  addition_method: manual
  v2_locations:
  - aws-networking.md
? https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/building-a-finops-ready-azure-landing-zone-infrastructure-foundations-for-cost-o/4411706
: description: ''
  year: '2025'
  stars: 5
  ai_summary: Details how to configure a FinOps-compliant Azure Landing Zone. Uses
    Azure Policy and management groups to enforce resource tag policies, mandate budget
    limits at subscription boundaries, and automate continuous cost governance.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - FinOps & Cloud Cost
  - Azure Optimization
  - Landing Zones
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'Building a FinOps-Ready Azure Landing Zone: Infrastructure Foundations for
    Cost Optimization'
  addition_method: manual
  v2_locations:
  - iac.md
  - azure.md
https://techcommunity.microsoft.com/blog/AzureNetworkingBlog/a-guide-to-azure-data-transfer-pricing/4374538:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A deep analysis of the financial implications of Azure data transit.
    The guide breaks down costs associated with intra-region, inter-region, availability
    zone traversal, and internet egress. It is highly valuable for designing cost-efficient
    microservices that utilize high-frequency data synchronizations.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Azure Networking
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: A Guide to Azure Data Transfer Pricing
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/AzureToolsBlog/announcing-public-preview-of-terraform-export-from-the-azure-portal/4409889
: description: ''
  year: '2025'
  stars: 0
  ai_summary: Official announcement detailing native preview features to export existing
    Azure assets into declarative Terraform code blocks directly inside the portal
    interface. Eliminates reliance on custom parsing tools.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Official Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Announcing Public Preview of Terraform Export from the Azure Portal
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
? https://techcommunity.microsoft.com/blog/appsonazureblog/azure-app-service-auto-heal-capturing-relevant-data-during-performance-issues/4390351
: description: ''
  year: '2025'
  stars: 4
  ai_summary: A technical breakdown of the Azure App Service Auto-Heal capability,
    showing how to trigger automated mitigation actions during performance regressions.
    It explains how to collect diagnostic artifacts, such as thread dumps, memory
    dumps, and profiler traces, right before an instance restarts. This proactive
    debugging practice prevents transient microservice failures from escalating into
    major outages.
  language: N/A
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Application Platforms
  - Azure App Service
  - App Service Diagnostics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'Azure App Service Auto-Heal: Capturing Relevant Data During Performance
    Issues'
  addition_method: manual
  v2_locations:
  - devops.md
  - azure.md
https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-service-free-tier-and-standard-tier/3731432:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details the structural and performance differences between the AKS Free
    and Standard pricing tiers. Analyzes the financial guarantees (SLAs), auto-scaler
    boundaries, and support systems required when migrating workloads to production
    environments.
  language: Markdown
  resource_type: News Announcement
  complexity: Beginner
  hierarchy:
  - Strategic Strategy
  - Ecosystem News
  - Pricing & SLA tiers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure Kubernetes Service Free tier and Standard
    tier'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-service-microsoft-ignite-announcements/3650443:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Aggregates key product announcements, feature updates, and engineering
    roadmap directions announced at Microsoft Ignite targeting the AKS ecosystem.
    Discusses improved fleet operations, container scale, and identity controls.
  language: Markdown
  resource_type: News Announcement
  complexity: Beginner
  hierarchy:
  - Strategic Strategy
  - Ecosystem News
  - Product Roadmap
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure Kubernetes Service Microsoft Ignite announcements'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
? https://techcommunity.microsoft.com/blog/appsonazureblog/building-a-path-to-success-for-microservices-and-net-core---project-tye--github-/1502270
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores local microservice discovery and container orchestration using
    Microsoft's experimental Project Tye alongside GitHub Actions. While Project Tye
    is legacy, it represents a core structural stage in .NET microservices evolution.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Microservices
  - .NET Microservices
  - Project Tye
  tags:
  - '[EMERGING]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: Building a path to success for microservices
    and .NET Core - Project Tye + GitHub Actions'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/appsonazureblog/full-stack-net-6-apps-with-blazor-webassembly-and-azure-static-web-apps/2933428
: description: ''
  year: '2022'
  stars: 4
  ai_summary: Outlines deploying full-stack Blazor WebAssembly client applications
    with Azure Static Web Apps. Details integrated serverless API hosting using Azure
    Functions, explaining how this architecture reduces hosting costs compared to
    traditional VM models.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - .NET Framework
  - Blazor & Static Web Apps
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Full-stack .NET 6 Apps with Blazor WebAssembly
    and Azure Static Web Apps'
  addition_method: manual
  v2_locations:
  - dotnet.md
? https://techcommunity.microsoft.com/blog/appsonazureblog/introducing-azure-container-apps-a-serverless-container-service-for-running-mode/2867265
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces Azure Container Apps (ACA), a serverless platform built on
    Kubernetes, KEDA, Dapr, and Envoy. Streamlines microservices execution by removing
    underlying virtual host infrastructure complexity.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Serverless Containers
  - Azure Container Apps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: Introducing Azure Container Apps: a serverless
    container service for running modern apps at scale'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/appsonazureblog/simplifying-azure-kubernetes-service-authentication-part-2/4055332:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: This architectural technical review breaks down modern AKS authentication
    structures. Demonstrates how to configure Microsoft Entra ID integration with
    native Kubernetes RBAC, manage token lifecycles with kubelogin, and enforce administrative
    access groups. Eliminates security anti-patterns associated with legacy static
    admin kubeconfigs.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Identity & Access Control
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Simplifying Azure Kubernetes Service Authentication
    Part 2'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
? https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/now-in-foundry-tongyi-mai-z-image-turbo-with-flux-1-schnell-and-sdxl-base-1-0/4520199
: addition_method: automatic
  ai_summary: '* **Curator Insight:** Streamlining multi-tenant model availability
    via central cloud catalogs allows enterprises to enforce strict compliance while
    maintaining modern, open-weight pipelines.

    * **Live Grounding (MCP):** Microsoft Azure AI Foundry has onboarded three visual
    synthesis models, prominently featuring Tongyi-MAI''s Z-Image-Turbo for sub-second,
    single-GPU latencies and high-quality bilingual text generation, providing architects
    with flexible edge options.'
  category: azure
  complexity: Intermediate
  content_hash: a7e64dec29d144174a1bac86f6289a63abf1b7bceb21298e19d2d16ccb0d07bf
  description: Azure AI Foundry's Hugging Face collection integration featuring Tongyi-MAI's
    bilingual, low-latency image generation model alongside FLUX.1 and SDXL.
  hierarchy:
  - Azure Cloud
  - Azure AI Foundry
  - Model Catalogs
  - Generative Modeling
  is_microservice: false
  language: en
  last_checked: 1780352138.621997
  reputation_status: Vetted
  reputation_summary: Official Azure AI Foundry release, representing certified model
    offerings backed by Microsoft and Hugging Face.
  resource_type: blog
  social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NTIwMTk5LW0yWXRKSA?revision=2
  source_provenance: X.com (Azure)
  stars: 4
  status: online
  suggested_new_category: azure-ai-foundry
  tags:
  - EMERGING
  - ENTERPRISE-STABLE
  title: 'Now in Foundry: Tongyi-MAI Z-Image-Turbo with FLUX.1-schnell and SDXL 1.0'
  year: '2026'
? https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/the-ai-study-guide-azure%E2%80%99s-top-free-resources-for-learning-generative-ai-in-2024/4036890
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Microsoft's curated learning guide for generative AI deployment, highlighting
    training tracks for model orchestration, fine-tuning mechanisms, vector database
    integration, and LLM telemetry tracking.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Artificial Intelligence
  - Generative AI
  - Education
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: The AI Study Guide: Azure’s top free resources
    for learning generative AI in 2024'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/azurearcblog/announcing-private-preview-argocd-through-microsoft-gitops/4399747:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: An announcement regarding native ArgoCD integration managed directly
    through Azure Arc-enabled Kubernetes and Microsoft GitOps. This development bridges
    the gap between AKS native extensions and industry-standard GitOps tools, offering
    declarative cluster state management at scale. It significantly reduces operational
    overhead by hosting and maintaining control plane elements as a first-class Azure
    service.
  language: N/A
  resource_type: Product Announcement
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Kubernetes
  - GitOps & Continuous Delivery
  - ArgoCD integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'Announcing Private Preview: ArgoCD through Microsoft GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
  - azure.md
? https://techcommunity.microsoft.com/blog/azurearcblog/in-preview-azure-key-vault-secrets-provider-extension-for-arc-enabled-kubernetes/3002160
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the Azure Key Vault secrets provider extension for Azure Arc-enabled
    Kubernetes clusters. Live grounding shows this extension has matured to GA, allowing
    multi-cloud or on-premises Kubernetes setups connected via Arc to safely pull
    secret dependencies from central Key Vault clusters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Hybrid Cloud Security
  - Azure Arc
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: In preview: Azure Key Vault secrets provider
    extension for Arc enabled Kubernetes clusters'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://techcommunity.microsoft.com/blog/azurearchitectureblog/azure-course-blueprints/4338972:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Microsoft's structured blueprints mapping out learning paths for modern
    enterprise cloud solutions. Details the modular training assets required to construct
    cloud-native application designs, hybrid migration plans, and robust data platform
    architectures.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Cloud Fundamentals
  - Azure Ecosystem
  - Learning Path
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure Architecture - Course Blueprint'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/azurearchitectureblog/azure-openai-landing-zone-reference-architecture/3882102:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Enterprise blueprint details of Azure OpenAI Landing Zones. Analyzes
    secure hub-and-spoke virtual networks, private endpoint configurations, load-balanced
    gateway design, and cross-regional disaster recovery strategies.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence
  - Generative AI
  - Enterprise Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure OpenAI Landing Zone reference architecture'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azurearchitectureblog/new-feature-easily-assign-regulatory-compliance-policies-to-your-azure-landing-z/4074957
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Outlines simplified mechanisms to assign regulatory compliance policies
    to Azure Landing Zone hierarchy trees. The feature enables platform administrators
    to quickly map PCI-DSS, ISO 27001, or FedRAMP benchmarks to specific landing zones,
    ensuring automated, non-disruptive governance across all workloads.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Governance
  - Security & Compliance
  - Landing Zones
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: New feature: easily assign regulatory compliance
    policies to your Azure Landing Zone'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azuredevcommunityblog/azure-data-factory-how-to-split-a-file-into-multiple-output-files-with-bicep/4039825
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Technical implementation tutorial detailing how to deploy Azure Data
    Factory pipelines configured to partition large CSV files via modular Bicep templates.
    Implements clean parameter mapping and functional abstraction within deployment
    templates.
  language: Bicep
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Data Orchestration
  - ADF IaC Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure Data Factory: How to split a file into
    multiple output files with Bicep'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azuredevcommunityblog/draw-io-azure-infrastructure-diagrams-through-code-like-an-artist/4071316
: addition_method: manual
  content_hash: f36e94a58b1ca83499aa93fdfe0b4dbc448cc9a7224f3a0523014f07f8a0172f
  health_score: 100.0
  last_checked: 1779130494.980904
  needs_ai_refresh: true
  v1_locations:
  - docs/cloud-arch-diagrams.md
https://techcommunity.microsoft.com/blog/azuredevcommunityblog/infra-in-azure-for-developers---the-how-part-2/4046385:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Explains DevOps-centric infrastructure integration, detailing how developers
    can design, scale, and manage cloud footprints utilizing developer-focused IaC
    patterns. Focuses on developer self-service while adhering to guardrails.
  language: Bicep
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Developer Experience
  - Azure Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Infra in Azure for Developers - The How (Part
    2)'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/azuredevcommunityblog/infra-in-azure-for-developers---the-what/4026102:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A developer-centric guide covering core Azure infrastructure concepts
    such as virtual networks, subnets, computing runtimes, and managed services. Designed
    to close the gap between software development and platform engineering, it helps
    developers build cloud-native applications with a solid understanding of the underlying
    topology.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Azure Basics
  - Developer Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Infra in Azure for Developers - The What'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azuredevcommunityblog/integrating-azure-devops-with-vs-code-agent-using-mcp-model-context-protocol/4516250
: addition_method: automatic
  ai_summary: 'Curator Insight: This implementation guide demonstrates the unification
    of enterprise ALM and desktop AI agent workflows through Anthropic''s Model Context
    Protocol (MCP).


    Live Grounding: It highlights the mechanics of exposing Azure DevOps APIs as discoverable
    tools inside VS Code environments, emphasizing authorization safeguards, user
    consent barriers, and least-privilege token access for automated code and sprint
    execution.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 16026876ba082951c5c99eacab539373f9e6f67aad4c3acd0ef921b8df6e659c
  description: A step-by-step architectural guide explaining how to securely expose
    Azure DevOps capabilities to VS Code-hosted AI agents via the standard Model Context
    Protocol.
  hierarchy:
  - Artificial Intelligence
  - Model Context Protocol
  - DevOps Agents
  is_microservice: false
  language: English
  last_checked: 1780352404.14768
  reputation_status: Vetted
  reputation_summary: Highly praised implementation guide by Microsoft engineers demonstrating
    practical developer tool integration using standard open protocols.
  resource_type: Guide
  social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NTE2MjUwLUdwZXY5Rw?revision=2
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - ENTERPRISE-STABLE
  - GUIDE
  title: Integrating Azure DevOps with VS Code Agent using MCP
  year: '2026'
https://techcommunity.microsoft.com/blog/azuredevcommunityblog/programming-with-github-copilot-agent-mode/4400630:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: A deep dive into the engineering capabilities of GitHub Copilot's 'Agent
    Mode.' It details how the agent acts autonomously to analyze workspace dependencies,
    generate multi-file modifications, run localized compilations, and iterate on
    test suites based on natural language prompts.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI Tools
  - Developer Productivity
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Programming with GitHub Copilot Agent Mode
  addition_method: manual
  v2_locations:
  - ai.md
  - cicd.md
? https://techcommunity.microsoft.com/blog/azureforisvandstartupstechnicalblog/four-methods-to-access-azure-key-vault-from-azure-kubernetes-service-aks/4376662
: addition_method: manual
  content_hash: 578bccbae559c274604eeaa5278c5ababa737ddff4e6d8b347378044c2d4ac88
  description: ''
  health_score: 100.0
  last_checked: 1779031525.266065
  stars: 0
  status: online
  title: Four Methods to Access Azure Key Vault from Azure Kubernetes Service (AKS)
  v1_locations:
  - docs/azure.md
  - docs/kubernetes-operators-controllers.md
  - docs/kubernetes-security.md
  year: N/A
? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/announcing-public-preview-of-bicep-templates-support-for-microsoft-graph/4141772
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Unveils native support within Bicep to programmatically provision and
    manage Microsoft Graph resources such as Azure AD groups, applications, and service
    principals. Eliminates complex post-deployment custom scripts or dual-IaC tooling
    setups.
  language: Bicep
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Identity & Access
  - Microsoft Graph IaC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Announcing public preview of Bicep templates
    support for Microsoft Graph'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/announcing-the-public-preview-of-azure-chaos-studio/2893050
: addition_method: manual
  content_hash: affbdabe9c9d7de602060054a55335ff3477703555ddba4e248707ee3be70411
  health_score: 100.0
  last_checked: 1779130494.929122
  needs_ai_refresh: true
  v1_locations:
  - docs/chaos-engineering.md
https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-template-specs-now-ga/2402618:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official announcement detailing the GA status of ARM Template Specs.
    This feature allows technical teams to save reusable template configurations directly
    inside the Azure portal with RBAC structures.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - ARM Templates
  - Template Specs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: ARM Template Specs now GA!'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-policy-for-kubernetes-releases-support-for-custom-policy/2699466
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical deep dive into Azure Policy integration with AKS, highlighting
    the support for custom policy definitions via OPA Gatekeeper. Enables platform
    engineers to build and enforce hyper-customized constraints on pods, network namespaces,
    and registry origins inside Kubernetes clusters.
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Governance & Management
  - Enterprise Governance
  - Kubernetes Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: Azure Policy for Kubernetes releases support
    for custom policy'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-pricing-how-to-estimate-azure-project-costs/4166297
: description: ''
  year: '2024'
  stars: 3
  ai_summary: Outlines best practices for utilizing the Azure Pricing Calculator and
    Azure Migrate to model infrastructure costs prior to production deployment. Focuses
    on estimating workloads with varying autoscaling patterns.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Azure Optimization
  - Cost Estimation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "techcommunity.microsoft.com: Azure Pricing: How to estimate Azure project
    costs \U0001F31F"
  addition_method: manual
  v2_locations:
  - finops.md
? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-pricing-how-to-navigate-azure-pricing-options-and-resources/4166276
: description: ''
  year: '2024'
  stars: 3
  ai_summary: A fundamental overview of Azure's pricing strategies and commitment
    benefits. Outlines how to leverage Azure Hybrid Benefit, Dev/Test tiers, and spot
    instances to lower baseline computing costs.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - FinOps & Cloud Cost
  - Azure Optimization
  - Pricing Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "techcommunity.microsoft.com: Azure Pricing: How to navigate Azure pricing
    options and resources \U0001F31F"
  addition_method: manual
  v2_locations:
  - finops.md
? https://techcommunity.microsoft.com/blog/azurehighperformancecomputingblog/running-gpu-accelerated-workloads-with-nvidia-gpu-operator-on-aks/4061318
: description: ''
  year: '2024'
  stars: 0
  ai_summary: An enterprise guide for orchestrating GPU-accelerated workloads on AKS
    via the NVIDIA GPU Operator. Covers automating driver configuration, runtime modifications,
    and hardware telemetry. This blueprint enables reliable execution of machine learning,
    AI model training, and heavy mathematical modeling pipelines inside container
    runtimes.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Machine Learning Workloads
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "techcommunity.microsoft.com: Running GPU accelerated workloads with NVIDIA
    GPU Operator on AKS \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://techcommunity.microsoft.com/blog/azureinfrastructureblog/azure-landing-zones-custom-archetypes-using-terraform/3791172:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Discusses the implementation of custom landing zone archetypes within
    the Terraform ALZ module framework. This approach allows enterprise architects
    to define bespoke governance and policy models that can be systematically replicated.
    It provides deep technical insight into extending default ALZ templates to meet
    complex, non-standard organizational requirements.
  language: Terraform
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Landing Zones
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure landing zones custom archetypes using
    Terraform'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/azure-permissions-101-how-to-manage-azure-access-effectively/4067468
: description: ''
  year: '2024'
  stars: 3
  ai_summary: An introductory guide to managing permissions across Azure subscriptions
    and resources. 2026 security compliance models demand a structured application
    of this baseline to prevent administrative overlaps and structural security gaps.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Identity & Access
  - Cloud Security
  - RBAC
  - Access Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure Permissions 101: How to manage Azure
    access effectively'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/centralized-private-resolver-architecture-implementation-using-azure-private-dns/4132622
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Explores a centralized DNS Private Resolver model across complex Hub-Spoke
    configurations. Analyzes routing tables, forwarding rules, and hybrid connectivity
    structures to achieve highly resilient cross-cloud resolution.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Network & Delivery
  - DNS Resolution
  - Enterprise Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Centralized private resolver architecture implementation
    using Azure private DNS resolver'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/enterprise%e2%80%91scale-azure-subscription-vending-using-azure-verified-modules-avm/4507751
: description: ''
  year: '2026'
  stars: 0
  ai_summary: Demonstrates enterprise subscription vending architectures powered by
    Azure Verified Modules (AVM). This automated design leverages Terraform and Bicep
    to standardize resource organization, virtual network integration, and governance
    controls. Architects use subscription vending to scale and provision environments
    reliably in multi-tenant frameworks.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Landing Zones
  - Azure Verified Modules
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Enterprise-Scale Azure Subscription Vending Using Azure Verified Modules
    (AVM)
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/leveraging-azure-copilot-for-azure-kubernetes-services-aks/4212457
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Discusses integrating Microsoft Copilot generative AI models within
    the Azure Kubernetes Service management plane. Highlights AI-assisted troubleshooting
    workflows, automated diagnostics, YAML generation, and resource tuning suggestions.
    Represents the emerging state of artificial intelligence operations (AIOps) in
    cloud-native management.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Operations
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Leveraging Azure Copilot for Azure Kubernetes
    Services (AKS)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
? https://techcommunity.microsoft.com/blog/azureinfrastructureblog/part-1-leverage-bicep-standard-model-to-automate-azure-iaas-deployment/3804348
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Presents a standardized, enterprise-grade model for automating Azure
    IaaS deployments using modular Bicep templates. Focuses on architectural separation
    of concerns, decoupling networking, storage, and compute layers into reusable
    sub-modules.
  language: Bicep
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Standardization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: (Part-1) Leverage Bicep: Standard model to
    Automate Azure IaaS deployment'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/azureinfrastructureblog/unleashing-github-copilot-for-infrastructure-as-code/4124031:
  description: ''
  addition_method: manual
  content_hash: 7c0382d80273703be83a753dbe720ee8fff3b7aaf8337a1bd2ed8c6d74262661
  health_score: 100.0
  last_checked: 1779130495.01027
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2024'
  stars: 0
  ai_summary: Explores how AI pair programmers like GitHub Copilot can be leveraged
    to draft secure and high-quality Infrastructure as Code templates, specializing
    in Terraform, PowerShell, and ARM templates.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development Tools
  - AI Assistance
  - IaC
  is_microservice: false
  title: 'techcommunity.microsoft.com: Unleashing GitHub Copilot for Infrastructure
    as Code (powershell, terraform, etc)'
? https://techcommunity.microsoft.com/blog/azuremigrationblog/containerize-and-migrate-applications-to-aks-with-the-azure-migrate%e2%80%99s-new-app-co/2178551
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces Microsoft's built-in App Containerization tool to streamline
    migrating legacy ASP.NET and Java web servers into AKS-compatible containerized
    deployments.
  language: N/A
  resource_type: Product Release
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Migration & Modernization
  - App Containerization
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Containerize and migrate applications to AKS
    with the Azure Migrate’s new App Containerization tool'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://techcommunity.microsoft.com/blog/azuremigrationblog/implement-azure-landing-zones-with-hashicorp-terraform/3241071:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: An authoritative technical summary of how to implement Microsoft's Cloud
    Adoption Framework (CAF) Landing Zones using Terraform. Explains deep-seated architectural
    principles, governance models, and scalable networking blueprints aligned with
    official enterprise standards.
  language: HCL
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Azure
  - Landing Zone
  - Enterprise Design
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Implement Azure landing zones with HashiCorp
    Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
? https://techcommunity.microsoft.com/blog/azurenetworkingblog/deploying-virtual-networks-across-tenants-using-azure-virtual-network-manager-ip/4410161
: description: ''
  year: '2025'
  stars: 0
  ai_summary: An official exploration of Azure Virtual Network Manager (AVNM) capabilities
    for coordinating network topologies across distinct enterprise Entra ID tenants.
    Architects learn how to leverage AVNM to scale governance, enforce global security
    rules, and simplify cross-tenant hub-and-spoke peerings programmatically.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Azure Networking
  - Multi-Tenant Topology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Deploying Virtual Networks Across Tenants Using Azure Virtual Network Manager
  addition_method: manual
  v2_locations:
  - iac.md
  - azure.md
https://techcommunity.microsoft.com/blog/azurenetworkingblog/introducing-subnet-peering-in-azure/4383841:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Introduces the architectural paradigm of Subnet Peering in Azure, bypassing
    the traditional resource-heavy requirements of full Virtual Network (VNet) peering.
    This feature allows network engineers to establish direct, localized communication
    paths between designated subnets, optimizing security boundaries and address space
    usage.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Azure Networking
  - Subnet Peering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Introducing Subnet Peering in Azure
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddos-response-plan/4372256:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A technical operational playbook on structuring a rapid-response plan
    using Azure DDoS Protection. It details integration with Azure Firewall, Web Application
    Firewall (WAF), and automated telemetry routing to mitigate distributed attack
    vectors while ensuring business continuity for microservice APIs.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Azure Networking
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Building a DDoS Response Plan with Azure DDoS Protection
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azureobservabilityblog/advanced-network-observability-for-your-azure-kubernetes-service-clusters-throug/4176736
: description: ''
  year: '2024'
  stars: 4
  ai_summary: Unveiling advanced network observability features for AKS clusters,
    utilizing eBPF to capture kernel-level network telemetry. It provides deep visibility
    into pod-to-pod and egress traffic flow, packet drops, DNS resolution latencies,
    and TCP connection stats. This low-overhead monitoring is essential for debugging
    transient network issues inside microservices environments.
  language: KQL
  resource_type: Product Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native & Kubernetes
  - Monitoring & Observability
  - Network Observability
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: Advanced Network Observability for your Azure
    Kubernetes Service clusters through Azure Monitor'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - azure.md
https://techcommunity.microsoft.com/blog/azureobservabilityblog/azure-monitor-logs-next-evolution-multi-tier-logging/4200871:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Introduces Azure Monitor's next-generation multi-tier logging capabilities,
    featuring Analytics, Basic, and Archive tiers. This architectural shift allows
    enterprises to dramatically lower log ingestion costs by separating real-time
    alerting data from cold compliance records. This design pattern enables cost-effective,
    long-term security retention of petabyte-scale telemetry.
  language: KQL
  resource_type: Product Announcement
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Monitoring & Observability
  - Azure Monitor Logs
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure Monitor Logs Next Evolution: Multi-tier
    logging'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azureobservabilityblog/how-to-monitor-your-multi-tenant-solution-on-azure-with-azure-monitor/4042140
: description: ''
  year: '2024'
  stars: 4
  ai_summary: A detailed architectural analysis on isolating and correlating performance
    metrics and logs in a multi-tenant SaaS application on Azure. It highlights techniques
    like resource tagging, contextual workspace routing, and building tenant-specific
    dashboards via Azure Workbook and KQL. Perfect for engineering leads building
    robust performance isolation and billing models for SaaS workloads.
  language: KQL
  resource_type: Architectural Guide
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Monitoring & Observability
  - Multi-Tenant Observability
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: How To Monitor Your Multi-Tenant Solution on
    Azure With Azure Monitor'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/azureobservabilityblog/introducing-azure-monitor-managed-service-for-prometheus/3600185:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: Announcement of the native, fully managed Prometheus monitoring service
    integrated into Azure Monitor. This managed engine allows teams to leverage standard
    PromQL queries, alerting rules, and Grafana dashboarding without the maintenance
    complexity of scaling self-hosted Prometheus instances. This service has become
    the primary standard for collecting metrics from AKS and cloud-native workloads.
  language: PromQL
  resource_type: Product Announcement
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Kubernetes
  - Monitoring & Observability
  - Managed Prometheus
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "techcommunity.microsoft.com: Introducing Azure Monitor managed service for
    Prometheus \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/azurepaasblog/azure-storage-blob-count--capacity-usage-calculator/3516855:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents dynamic automation options to calculate blob count and physical
    storage requirements across premium Azure Storage containers, facilitating cost
    modeling operations.
  language: PowerShell
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Platform Management
  - Microsoft Azure
  - Azure Storage
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure Storage Blob Count & Capacity usage Calculator'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/azuresqlblog/azure-sql-managed-instance-pools-new-features/4044688:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Analyzes the latest performance and architecture updates to Azure SQL
    Managed Instance pools. Examines how instance pool environments accelerate database
    provisioning times, support multi-database consolidation, and optimize compute
    allocation. Key for migrating massive SQL server footprints to unified managed
    platforms.
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Data & Storage
  - Relational Databases
  - Managed Instance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure SQL Managed Instance pools: new features'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azurestackblog/azure-kubernetes-service-and-azure-container-registry-service-on-azure-stack-hub/3075932
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines deploying managed AKS and container registries (ACR) onto Azure
    Stack Hub, which acts as a hybrid infrastructure setup. Solves data sovereignty,
    regulatory compliance, and low-latency challenges for edge deployments inside
    closed datacenters.
  language: Markdown
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Hybrid & On-Premises
  - Azure Stack Hub
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure Kubernetes Service and Azure Container
    Registry Service on Azure Stack Hub'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://techcommunity.microsoft.com/blog/azurestorageblog/azure-container-storage-in-public-preview/3819246:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Spotlights the public preview release of Azure Container Storage (now
    GA), a service offering volume management natively optimized for Kubernetes clusters.
    Minimizes container I/O overhead on stateful workloads.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Container Storage
  - Cloud Native Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: Azure Container Storage in Public Preview'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azuresynapseanalyticsblog/cicd-in-synapse-sql-how-to-deliver-your-database-objects-across-multiple-environ/3267507
: description: ''
  year: '2022'
  stars: 4
  ai_summary: Explores CI/CD pipelines for Synapse SQL databases, focusing on deploying
    schema artifacts across multiple lifecycle environments. While curator insights
    highlight workspace deployment tasks, 2026 engineering reality indicates a broader
    shift toward Microsoft Fabric, requiring engineers to design flexible pipelines
    capable of deploying to both legacy Synapse workspaces and modern Lakehouses.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Database DevOps
  - Azure Synapse Analytics
  - SQL Pools
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: CICD in Synapse SQL: How to deliver your database
    objects across multiple environments'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-a-new-login-experience-with-azure-powershell-and-azure-cli/4109357
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Introduces architectural improvements to CLI/SDK authentication processes
    using standard system web account interfaces, ensuring integration with Enterprise
    Entra ID controls.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Platform Management
  - Microsoft Azure
  - Authentication
  - CLI Enhancements
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Announcing a new login experience with Azure
    PowerShell and Azure CLI'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-azapi-dynamic-properties/4121855:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Details the Dynamic Properties feature in the AzAPI Terraform provider.
    Explores how this addition replaces basic JSON formatting, allowing developers
    to manage atypical cloud features with clean, typed configurations.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Azure
  - IaC
  - Providers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Announcing AzAPI Dynamic Properties'
  addition_method: manual
  v2_locations:
  - terraform.md
https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-azure-terrafy-and-azapi-terraform-provider-previews/3270937:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highlights the debut of Azure Terrafy and the AzAPI Terraform Provider.
    AzAPI operates directly on top of Azure ARM REST layers, allowing engineers to
    configure newly released cloud capabilities without waiting for traditional provider
    updates.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Azure
  - IaC
  - Providers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Announcing Azure Terrafy and AzAPI Terraform Provider Previews
  addition_method: manual
  v2_locations:
  - terraform.md
? https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-general-availability-of-terraform-azure-verified-modules-for-platform/4366027
: description: ''
  year: '2025'
  stars: 0
  ai_summary: Details the general availability of Terraform-based Azure Verified Modules
    (AVM) for constructing platform landing zones. These modules offer verified, highly
    robust IaC templates that align with Microsoft's official structural guidelines.
    This release significantly reduces the development overhead required to build
    enterprise platform hubs.
  language: Terraform
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Azure Verified Modules
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Announcing General Availability of Terraform Azure Verified Modules for Platform
    Landing Zone (ALZ)
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
? https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-public-preview-of-terraform-export-from-the-azure-portal/4409889
: description: ''
  year: '2025'
  stars: 0
  ai_summary: Secondary portal-integration documentation describing technical setups
    for exporting active resource configurations. Focuses on producing clean, modular
    Terraform files from complex legacy environments.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Official Integration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Announcing Public Preview of Terraform Export from the Azure Portal
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
? https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-template-based-previews-of-azure-cli-and-azure-powershell-for-key-vau/3933802
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Product update presenting template-backed deployment techniques in Azure
    CLI/PowerShell, streamlining Key Vault configuration procedures.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Platform Management
  - Secret Management
  - Azure Key Vault
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Announcing template-based previews of Azure
    CLI and Azure PowerShell for Key Vault deployments'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/azuretoolsblog/azure-landing-zones-accelerators-for-bicep-and-terraform-announcing-general-avai/4029866
: description: ''
  year: '2024'
  stars: 0
  ai_summary: GA announcement of the official Bicep and Terraform accelerators designed
    for deploying Azure Landing Zones (ALZ). These accelerators provide enterprise
    developers with template-driven deployment mechanisms for core platform hubs and
    spokes, reducing manual deployment errors and accelerating migration timelines.
  language: Bicep
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Landing Zones
  - Accelerators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure Landing Zones Accelerators for Bicep
    and Terraform. Announcing General Availability!'
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
? https://techcommunity.microsoft.com/blog/azuretoolsblog/from-prompt-to-production-open-in-vs-code-for-terraform-in-azure-copilot/4494931
: addition_method: automatic
  ai_summary: 'This architectural enablement article introduces the ''Open in VS Code''
    capability embedded inside Azure Copilot within the Azure Portal. It allows cloud
    architects to generate Terraform manifests via natural language and transition
    directly to local workspace execution.


    * Integrates Azure portal-based AI generation directly with local editor toolchains.

    * Eliminates copy-paste friction by maintaining operational states, environments,
    and dependencies.'
  category: azure
  complexity: Intermediate
  content_hash: 84a64cb94d7dd554e5caaaee4d0d942c87a2f3ece9141039684a504bc8230638
  description: Official Microsoft release detailing the seamless integration between
    the portal-based Azure Copilot and local VS Code instances for automated IaC orchestration.
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Azure Copilot Integration
  is_microservice: false
  language: en
  last_checked: 1780352414.115618
  reputation_status: Vetted
  reputation_summary: Official Microsoft-released tool feature that streamlines developer
    context transitions, well-received by Azure DevOps practitioners.
  resource_type: article
  social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDk0OTMxLXdCdDlCSQ?revision=3
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: cloud-infrastructure-ai
  tags:
  - '[EMERGING]'
  - '[GUIDE]'
  title: 'From Prompt to Production: Open in VS Code for Terraform in Azure Copilot'
  year: '2026'
https://techcommunity.microsoft.com/blog/azuretoolsblog/introducing-azure-verified-modules/4045946:
  description: '- [youtube: Introducing Azure Verified Modules for Terraform | Ned
    in the Cloud](https://www.youtube.com/watch?v=6OeRByC-sBs)'
  year: '2024'
  stars: 4
  ai_summary: Introduces Microsoft's official Azure Verified Modules (AVM) framework.
    AVM unifies IaC configurations across Terraform and Bicep, providing reliable,
    enterprise-tested modules co-developed by Microsoft and HashiCorp.
  language: HCL
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Azure
  - IaC
  - AVM
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "techcommunity.microsoft.com: Introducing Azure Verified Modules! \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://techcommunity.microsoft.com/blog/azuretoolsblog/terraform-on-azure-february-2024-update/4070567:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A regular engineering update highlighting improvements to Azure Terraform
    systems. Details features like AzAPI provider evolution, newly implemented resource
    types in AzureRM, and tools aiming to simplify cloud migration workflows.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Azure
  - IaC
  - Updates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Terraform on Azure February 2024 Update'
  addition_method: manual
  v2_locations:
  - terraform.md
https://techcommunity.microsoft.com/blog/containers/securing-windows-workloads-on-azure-kubernetes-service-with-calico/3815429:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This architectural guide details how to leverage Tigera Calico's CNI
    and policy engine to enforce advanced microsegmentation on Windows workloads within
    Azure Kubernetes Service (AKS). It addresses heterogeneous node pool configurations
    (Windows and Linux mixed architectures) and demonstrates how to apply consistent
    security policies across dual-OS workloads to meet strict enterprise isolation
    and compliance requirements.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: Securing Windows workloads on Azure Kubernetes
    Service with Calico'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure-policy-recommended-practices/3798024:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Best practices for implementing and organizing Azure Policy systems
    at scale. Outlines architectural patterns for optimizing assignment evaluations,
    utilizing policy initiatives, and organizing security exceptions to prevent service
    degradation in resource manager APIs.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Governance & Management
  - Enterprise Governance
  - Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Azure Policy Recommended Practices
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure-powershell-tips-and-tricks/4066848:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Curates efficiency frameworks and parameter operations within the Az
    module suite. Includes dynamic batch filtering, output conversion scripts, and
    cloud configuration optimizations.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Platform Management
  - Microsoft Azure
  - Tooling
  - Tips & Tricks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure PowerShell Tips and Tricks'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure-savings-dashboard/3816131:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Introduces the native Azure Savings Dashboard, designed to highlight
    underutilized services and suggest commitment options. Provides recommendations
    for Azure Reservations and Azure Savings Plans to improve resource-to-cost efficiency.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Azure Optimization
  - Dashboards
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "techcommunity.microsoft.com: Azure Savings Dashboard \U0001F31F"
  addition_method: manual
  v2_locations:
  - finops.md
https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/kubernetes-external-dns-for-azure-dns--aks/3809393:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines configuring ExternalDNS inside an AKS cluster to dynamically
    sync Kubernetes Ingress resources with Azure DNS zones. Avoids manual DNS configuration,
    automating resource and IP updates on target domain records.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Ingress & Routing
  - ExternalDNS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: Kubernetes External DNS for Azure DNS & AKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
? https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/monitoring-microsoft-sentinel-reports-with-dashboard-hub--power-bi/4203870
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Guides architects on scaling Microsoft Sentinel threat intelligence
    reporting by utilizing Power BI integrations. Focuses on centralizing complex
    workspace telemetry, operational KPIs, and incident metrics into a streamlined
    administrative dashboard.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - SecOps
  - Sentinel Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Monitoring Microsoft Sentinel Reports with
    Dashboard Hub & Power BI'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/educatordeveloperblog/cicd-for-ai-agents-on-microsoft-foundry/4522218:
  addition_method: automatic
  ai_summary: This technical article outlines a production-ready reference architecture
    for managing the lifecycle of AI agents deployed on Microsoft Foundry. It details
    how agent releases differ from traditional software, emphasizing the integration
    of evaluation-driven quality gates (measuring correctness, grounding safety, and
    token/latency metrics) prior to production promotion. It showcases GitHub Actions
    and Azure DevOps pipeline configurations that enforce strict role-based environment
    promotions and complete audit trails of immutable agent artifacts.
  category: cicd-kubernetes-plugins
  complexity: advanced
  content_hash: 5c8397793628713026b606f0bd44c3a392565b0bee22c55f994454a6d584fc59
  description: A comprehensive architectural guide demonstrating how to build, version,
    test, and release AI agents securely using evaluation-driven gates.
  hierarchy:
  - DevOps
  - CI/CD Pipelines
  - LLMOps
  - Agent Lifecycle
  is_microservice: false
  language: en
  last_checked: 1780352828.641513
  reputation_status: Vetted
  reputation_summary: Authoritative architectural guide from Microsoft detailing production
    CI/CD patterns for AI Agent releases.
  resource_type: article
  social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NTIyMjE4LVNtUnZ6MQ?revision=4
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[ENTERPRISE-STABLE]'
  title: CI/CD for AI Agents on Microsoft Foundry
  year: '2026'
? https://techcommunity.microsoft.com/blog/educatordeveloperblog/coding-frameworks-and-languages-are-no-longer-the-point-prompting-is/3820265
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Argues that syntax fluency is no longer the definitive bottleneck in
    software engineering, placing the premium on systemic logical prompting. Analyzes
    shifting educational paradigms where algorithmic architectural planning is prioritized
    over memory of standard syntax structures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Education & Prompts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Coding Frameworks and languages are no longer
    the point, prompting is'
  addition_method: manual
  v2_locations:
  - git.md
? https://techcommunity.microsoft.com/blog/educatordeveloperblog/leveraging-azure-event-hub-microsoft-fabric-and-power-bi-for-real-time-data-anal/4028701
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Architecture blueprint demonstrating ingestion of high-velocity streaming
    data via Azure Event Hubs into Microsoft Fabric. Explains how to leverage OneLake
    architecture and real-time analytical tools to visualize data telemetry in Power
    BI with minimal ETL layer overhead. Essential for modern, real-time analytics
    dashboards.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Data & Storage
  - Data Analytics
  - Real-Time Streaming
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Leveraging Azure Event Hub, Microsoft Fabric,
    and Power BI for Real-Time Data Analytics'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/a-practical-guide-to-zone-redundant-aks-clusters-and-storage/4036254
: description: ''
  year: '2024'
  stars: 0
  ai_summary: A practical reference guide focused on designing zone-redundant AKS
    clusters and resolving multi-zone storage constraints. Addresses the architectural
    differences between zone-redundant storage (ZRS) and locally redundant storage
    (LRS) when backing Kubernetes persistent volumes. It maps failure-domain behavior
    and node affinity to ensure stateful workloads remain resilient to physical datacenter
    outages.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - High Availability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: A Practical Guide to Zone Redundant AKS Clusters
    and Storage'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-orphan-resources/3492198:
  description: '- [github.com/dolevshor/azure-orphan-resources](https://github.com/dolevshor/azure-orphan-resources)
    Centralize orphan resources in Azure environments'
  year: '2024'
  stars: 0
  ai_summary: A reference to the open-source Azure Orphan Resources engine. Automatically
    scans cloud structures to pinpoint orphaned, unused, or legacy elements like detached
    disks and public IP addresses. Facilitates platform engineers in scaling down
    structural resource wastes.
  language: English
  resource_type: Technical Portal
  complexity: Intermediate
  hierarchy:
  - Governance & Management
  - Enterprise Governance
  - Cost Management
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure Orphan Resources'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-policy-for-azure-container-apps-yes-please/3775200:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes implementation patterns for enforcing Azure Policy definitions
    on Azure Container Apps. Discusses baseline configurations to block unencrypted
    ingress, force private network endpoints, and mandate tag structures.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Serverless Containers
  - Container Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: Azure Policy for Azure Container Apps? Yes,
    please'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/can-i-create-an-azure-red-hat-openshift-cluster-in-terraform-yes-you-can/3670889
: description: ''
  year: '2022'
  stars: 0
  ai_summary: An official Microsoft community blueprint discussing the declarative
    provisioning of Azure Red Hat OpenShift (ARO) using Terraform. It highlights networking
    prerequisites, service principal configuration, and automated cluster deployment
    architectures.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Azure
  - AKS & OpenShift Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Can I create an Azure Red Hat OpenShift cluster
    in Terraform? Yes, you can!'
  addition_method: manual
  v2_locations:
  - terraform.md
? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app-in-aks-using-ter/4024070
: description: ''
  year: '2024'
  stars: 0
  ai_summary: An innovative blueprint outlining how to build a generative AI application
    on Azure Kubernetes Service (AKS) using Terraform. It walks through orchestration
    of LangChain pipelines, ChromaDB vector storage, Chainlit interfaces, and secure
    integration with Azure OpenAI endpoints.
  language: HCL
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Azure
  - AKS
  - Artificial Intelligence
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB,
    and Chainlit chat app in AKS using Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app-in-container-app/3885602
: description: ''
  year: '2023'
  stars: 0
  ai_summary: A highly relevant modern architecture integrating OpenAI services, vector
    stores (ChromaDB), and custom LangChain agents. Built entirely on Azure Container
    Apps with deployment orchestrations fully managed by Terraform templates.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - AI & Data Engineering
  - Azure Container Apps
  - Terraform & OpenAI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB,
    and Chainlit Chat App in Container Apps using Terraform | Paolo Salvatori'
  addition_method: manual
  v2_locations:
  - demos.md
? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/how-to-create-a-vpn-between-azure-and-aws-using-only-managed-solutions/2281900
: description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed deployment blueprint for configuring secure, high-availability
    IPSec VPN tunnels between Azure Virtual Network Gateways and AWS Virtual Private
    Gateways. Emphasizes managed, software-defined networking solutions to bypass
    third-party Virtual Appliance overhead. Provides structural guidance for hybrid,
    multi-cloud enterprise topologies.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Hybrid Networking
  - Cross-Cloud Connectivity
  - VPN Gateways
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: How to create a VPN between Azure and AWS using
    only managed solutions'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/fasttrackforazureblog/how-to-install-an-aks-cluster-with-the-istio-service-mesh-add-on-via-bicep/3802069
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the automated provisioning of Azure Kubernetes Service (AKS)
    coupled with the native Istio service mesh add-on using Bicep. This blueprint
    demonstrates declarative service mesh lifecycle management, reducing manual Helm
    or post-deployment orchestration overhead.
  language: Bicep
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Container Orchestration
  - AKS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: How to install an AKS cluster with the Istio
    service mesh add-on via Bicep'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - azure.md
https://techcommunity.microsoft.com/blog/fasttrackforazureblog/microsoft-fabric---multi-tenant-architecture/4119429:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Architectural breakdown of multi-tenant deployment strategies within
    Microsoft Fabric. Evaluates security boundaries, multi-workspace segregation,
    cross-tenant data sharing constraints, and tenant-level resource isolation patterns
    necessary for managed SaaS structures.
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Data & Storage
  - Data Analytics
  - Fabric Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Microsoft Fabric - Multi-Tenant Architecture'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/finopsblog/get-tailored-insights-with-our-advisor-well-architected-assessments/4218239:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Details the integration of Well-Architected assessments directly into
    the Azure Advisor ecosystem. This technical feature programmatically delivers
    real-time remediation guidance, cost optimization points, and security postures
    customized to specific workload footprints. It marks a transition from manual
    consulting reviews to automated continuous policy enforcement.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Frameworks
  - WAF Assessments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Get tailored insights with our Advisor Well-Architected
    assessments'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/finopsblog/identify-your-savings-potential-in-azure/4131194:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Provides actionable methods to identify underutilized resources using
    Azure Advisor. Focuses on right-sizing virtual machines, deleting unassociated
    disks, and choosing cost-effective storage tiers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Azure Optimization
  - Savings Potential
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "techcommunity.microsoft.com: Identify your savings potential in Azure \U0001F31F"
  addition_method: manual
  v2_locations:
  - finops.md
? https://techcommunity.microsoft.com/blog/finopsblog/learn-to-manage-investments-and-cost-efficiency-of-azure-and-ai-workloads/4396862
: description: ''
  year: '2025'
  stars: 4
  ai_summary: Addresses cost-optimization techniques for AI and large language model
    (LLM) workloads running on Azure. Discusses GPU node autoprovisioning, vector
    database optimization, and Azure OpenAI API consumption pricing models.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - FinOps & Cloud Cost
  - Azure Optimization
  - AI Cost Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Learn to Manage Investments and Cost Efficiency of Azure and AI Workloads
  addition_method: manual
  v2_locations:
  - ai.md
  - azure.md
? https://techcommunity.microsoft.com/blog/healthcareandlifesciencesblog/azure-devops-pipelines-if-expressions-and-conditions/3737159
: description: ''
  year: '2023'
  stars: 4
  ai_summary: Breaks down the syntax and runtime evaluation of conditional if-expressions
    in Azure Pipelines' YAML parser. Masterful command of compile-time versus execution-time
    evaluation is crucial in 2026 for building dynamic pipelines that auto-adjust
    steps based on branch targets, variables, or system telemetry.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - CI-CD Pipelines
  - Conditional Logic and Expressions
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "techcommunity.microsoft.com: Azure DevOps Pipelines: If Expressions and
    Conditions \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/itopstalkblog/azure-terrafy-%e2%80%93-import-your-existing-azure-infrastructure-into-terraform-hcl/3357653
: description: ''
  year: '2023'
  stars: 0
  ai_summary: An introductory guide on leveraging Azure Terrafy to modernize legacy
    environments. Walks through importing untracked resource groups into standard
    HCL formats with minimal manual adjustments.
  language: Go
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Azure
  - IaC
  - Migration
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure Terrafy – Import your existing Azure
    infrastructure into Terraform HCL'
  addition_method: manual
  v2_locations:
  - terraform.md
https://techcommunity.microsoft.com/blog/itopstalkblog/iis-central-certificate-store-and-windows-containers/4181509:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This Microsoft Technical Community post details how to configure Windows
    Containers using IIS to leverage the Central Certificate Store (CCS) for simplified
    SSL/TLS management. It addresses the architectural hurdles of handling dynamic
    certificates inside ephemeral containers by mounting central network shares. This
    guide is highly valuable for enterprise operations targeting legacy Windows Server
    and .NET Framework containerization workloads.
  language: Markdown
  resource_type: Article
  complexity: High
  hierarchy:
  - Security
  - Windows Containers
  - PKI
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: IIS Central Certificate Store and Windows containers'
  addition_method: manual
  v2_locations:
  - docker.md
https://techcommunity.microsoft.com/blog/itopstalkblog/infrastructure-as-code-iac-comparing-the-tools/3205045:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Synthesizes Azure Bicep, ARM Templates, Terraform, and Ansible within
    Azure enterprise contexts. Offers guidance on choosing the right IaC ecosystem
    depending on cloud-native lock-in constraints and operational requirements.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Infrastructure as Code (IaC): Comparing the
    Tools'
  addition_method: manual
  v2_locations:
  - iac.md
? https://techcommunity.microsoft.com/blog/itopstalkblog/standardize-devops-practices-across-hybrid-and-multicloud-environments/2795010
: description: ''
  year: '2021'
  stars: 3
  ai_summary: A strategic discussion on leveraging Azure Arc-enabled Kubernetes to
    enforce standardized CI/CD pipelines and compliance rules across disparate infrastructure.
    It focuses on using GitOps (via Flux/ArgoCD) and Azure Policy to maintain consistent
    cluster configurations globally. This operational pattern eliminates configuration
    drift and reduces administrative friction across hybrid environments.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Kubernetes
  - GitOps & Continuous Delivery
  - DevOps Standardization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: Standardize DevOps practices across hybrid
    and multicloud environments'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/microsoft-entra-blog/important-azure-ad-graph-retirement-and-powershell-module-deprecation/3848270
: description: ''
  year: '2023'
  stars: 3
  ai_summary: An urgent notice regarding the deprecation and retirement of Azure AD
    Graph in favor of the Microsoft Graph API. Live 2026 analysis indicates that all
    legacy Azure AD Graph code paths are non-functional, meaning any active tools
    must use modern Microsoft Graph SDKs.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Identity & Access
  - Tenant Governance
  - API Deprecations
  - Microsoft Graph Migration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Important: Azure AD Graph Retirement and Powershell
    Module Deprecation'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/microsoftdefendercloudblog/microsoft-announces-general-availability-of-defender-for-apis/3981488
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Spotlights the GA release of Microsoft Defender for APIs. Integrates
    directly with Azure API Management to inspect API security posture, analyze traffic
    patterns for anomalies, and defend backend microservices from complex runtime
    vectors.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - API Security
  - Runtime Threat Protection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'techcommunity.microsoft.com: Microsoft Announces General Availability of
    Defender for APIs'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/microsoftdefendercloudblog/security-control-implement-security-best-practices/2269914:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides guidance on implementing Azure Security Benchmark recommendations.
    Discusses vulnerability assessments, access policy enforcement, and operational
    posture improvements using Microsoft Defender for Cloud tools.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Compliance
  - Security Benchmarks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Security Control: Implement security best practices'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/microsoftdefendercloudblog/simplifying-onboarding-to-microsoft-defender-for-cloud-with-terraform/3974789
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Guides security teams through automating cloud security posture management.
    Demonstrates how to write and execute Terraform modules to easily onboard Azure
    subscriptions to Microsoft Defender for Cloud and apply unified compliance matrices.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Azure
  - Security
  - Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Simplifying Onboarding to Microsoft Defender
    for Cloud with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://techcommunity.microsoft.com/blog/microsoftsentinelblog/non-interactive-logins-minimizing-the-blind-spot/2287932:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Securing automated pipelines through monitoring and auditing strategies
    for non-interactive service principal logins inside Microsoft Sentinel. Focuses
    on identifying security anomalies in automated system accounts using targeted
    Kusto Query Language (KQL) detections. Reduces the blind spots inherent in modern
    DevOps workflows where interactive MFA cannot be enforced.
  language: English
  resource_type: Security Guide
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - Security Operations
  - SIEM
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Non-interactive logins: minimizing the blind
    spot'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/blog/microsoftteamsblog/new-bitbucket-bot-for-microsoft-teams/218212:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: The official Microsoft Teams integration for Bitbucket Server and Cloud.
    Relays rich contextual alerts regarding repository updates, commit feedback, and
    pull requests directly to team channels to collapse developer communication latency.
  language: N/A
  resource_type: Service
  complexity: Beginner
  hierarchy:
  - DevOps
  - ChatOps
  - Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: BitBucket Bot for Microsoft Teams
  addition_method: manual
  v2_locations:
  - git.md
? https://techcommunity.microsoft.com/blog/microsoftthreatprotectionblog/what%e2%80%99s-new-in-defender-how-copilot-for-security-can-transform-your-soc/4084222
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Evaluates how AI-driven Copilot for Security integrates into Security
    Operations Centers (SOC) using Microsoft Defender signals. Enables analysts to
    investigate complex breach vectors and draft contextual incident playbooks rapidly
    using natural language queries.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - SecOps
  - AI Security Copilot
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: What’s new in Defender: How Copilot for Security
    can transform your SOC'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/sqlserver/sql-server-containers-on-kubernetes-with-s3-compatible-object-storage---getting-/3717003
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Walks through deploying SQL Server containers inside Kubernetes using
    S3-compatible object storage for backups. Outlines durable storage configuration
    methods and provides an optimal blueprint for stateful data layer setups.
  language: SQL/YAML
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - State & Data
  - Database Virtualization
  - SQL Server & S3 Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: SQL Server containers on Kubernetes with S3-compatible
    object storage - Getting started'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://techcommunity.microsoft.com/blog/startupsatmicrosoftblog/from-zero-to-hero-with-azure-landing-zones/4229195:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A comprehensive onboarding guide tailored for startups and mid-market
    organizations deploying Azure Landing Zones. It outlines pragmatically scaled-down
    approaches to core governance and subscription models. This minimizes initial
    operational overhead while ensuring compliance and seamless path-to-scale capability.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Governance
  - Enterprise Architecture
  - Landing Zones
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: From Zero to Hero with Azure Landing Zones'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/blog/startupsatmicrosoftblog/from-zero-to-hero-with-identity-and-access-control-in-azure-kubernetes-service/4386350
: description: ''
  year: '2024'
  stars: 0
  ai_summary: A comprehensive handbook for architecting identity boundaries in Azure
    Kubernetes Service (AKS). It details the integration of Entra ID with native Kubernetes
    RBAC to eliminate static credentials. Utilizing managed identities ensures secure,
    audit-compliant interactions with external Azure cloud assets.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - AKS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: From Zero to Hero with Identity and Access Control in Azure Kubernetes Service
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - azure.md
? https://techcommunity.microsoft.com/discussions/azure/dynamic-user-membership-rules-azure-active-directory-administrative-units-and-pa/3281164
: description: ''
  year: '2022'
  stars: 4
  ai_summary: Explains how to configure Entra ID dynamic groups, set up scoped Administrative
    Units, and implement self-service password reset policies. In 2026, Administrative
    Units are key for dividing directory administration across regional groups while
    keeping a single consolidated tenant.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Identity & Access
  - Tenant Governance
  - Entra ID
  - Group Administration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "techcommunity.microsoft.com: Dynamic user membership rules, Azure Active
    Directory Administrative Units and password reset! \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/discussions/azurepartners/azure-orphan-resources-grafana-dashboard/4120303:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: A guide and repository for implementing a customized Grafana dashboard
    designed to surface orphaned Azure resources (such as unused disks, IP addresses,
    and empty network interfaces). This community-supported dashboard helps infrastructure
    engineers reclaim wasted cloud spend. This demonstrates a practical intersection
    of monitoring infrastructure and proactive cloud governance.
  language: KQL
  resource_type: Open-Source Dashboard
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Monitoring & Observability
  - Cost Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Azure Orphan Resources Grafana Dashboard'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/discussions/azurepartners/four-methods-to-access-azure-key-vault-from-azure-kubernetes-service-aks/4376662
: description: ''
  year: '2025'
  stars: 0
  ai_summary: Explores key architectural patterns for integrating Azure Key Vault
    (AKV) with Azure Kubernetes Service (AKS). Reviews Azure AD Workload Identity
    federation, the Secrets Store CSI Driver, and AKS-native mechanisms. Enables engineering
    teams to eliminate static cloud credentials from cluster runtime contexts.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - Cloud Integrations
  - Azure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Four Methods to Access Azure Key Vault from Azure Kubernetes Service (AKS)
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
  - azure.md
? https://techcommunity.microsoft.com/discussions/azurepartners/how-to-deploy-a-production-ready-aks-cluster-with-terraform-verified-module/4122013
: description: ''
  year: '2024'
  stars: 3
  ai_summary: An article walking through Azure Verified Modules (AVM) standards for
    AKS deployments. Promotes Microsoft-endorsed configuration architectures optimizing
    cost, security, performance, and maintenance.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - AKS
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: How to deploy a production-ready AKS cluster
    with Terraform verified module'
  addition_method: manual
  v2_locations:
  - terraform.md
? https://techcommunity.microsoft.com/discussions/microsoft-intune/use-powershell-to-retrieve-all-assigned-intune-policies-and-applications-per-azu/3217498
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides script patterns querying the unified Microsoft Graph endpoint
    to audit active Intune configuration policy rules, profile objects, and custom
    group assignments for reporting compliance.
  language: PowerShell
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Modern Workplace
  - Endpoint Management
  - Microsoft Intune
  - Microsoft Graph
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Use PowerShell to retrieve all assigned Intune
    policies and applications per Azure AD group!'
  addition_method: manual
  v2_locations:
  - azure.md
https://techcommunity.microsoft.com/discussions/windowspowershell/an-example-why-powershell-is-so-important/3041748:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Illustrates performance gains when managing server roles using standard
    object properties parsed directly through PowerShell interfaces instead of unformatted
    cmd string parsing scripts.
  language: PowerShell
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Infrastructure Automation
  - Systems Administration
  - PowerShell Utility
  - Process Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: An example why PowerShell is so important!'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/discussions/windowsserver/use-powershell-to-search-for-accounts-in-active-directory-that-have-gone-stale/3585934
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Documents clean Active Directory directory-sweeping scripts configured
    to isolate inactive human and service account properties based on expired token
    limits, reducing attack surfaces.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Identity and Access
  - Active Directory
  - Account Management
  - Security Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcommunity.microsoft.com: Use PowerShell to search for accounts in Active
    Directory that have gone stale!'
  addition_method: manual
  v2_locations:
  - azure.md
? https://techcommunity.microsoft.com/t5/ai-azure-ai-services-blog/the-ai-study-guide-azure-s-top-free-resources-for-learning/ba-p/4036890
: addition_method: manual
  content_hash: 3f8eae4b4538a09597816521482138db8f22545131a8c1f5b21043242cea7ced
  description: ''
  health_score: 100.0
  last_checked: 1779033589.049556
  stars: 0
  status: online
  title: '==techcommunity.microsoft.com: The AI Study Guide: Azure’s top free resources''
    for learning generative AI in 2024=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/apps-on-azure-blog/azure-kubernetes-service-free-tier-and-standard-tier/ba-p/3731432:
  addition_method: manual
  content_hash: c2edafa52cbd6e3ad13b3ddee0b98ca4735bb041214e2d54be43035f428e635a
  description: ''
  health_score: 100.0
  last_checked: 1779031577.907179
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Kubernetes Service Free tier and Standard''
    tier'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://techcommunity.microsoft.com/t5/apps-on-azure-blog/azure-kubernetes-service-microsoft-ignite-announcements/ba-p/3650443:
  addition_method: manual
  content_hash: ccf500d2df5a4e3eb0f595d42096d5a6559be6942cf9e6787b6caeef00b5cff1
  description: ''
  health_score: 100.0
  last_checked: 1779029711.89031
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Kubernetes Service Microsoft Ignite announcements'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
? https://techcommunity.microsoft.com/t5/apps-on-azure-blog/simplifying-azure-kubernetes-service-authentication-part-2/ba-p/4055332
: addition_method: manual
  content_hash: 454783231f51efb855bdcec6f3693660fb4e5adca57942fa7ac0582d824d8882
  description: ''
  health_score: 100.0
  last_checked: 1779030733.448319
  stars: 0
  status: online
  title: '==techcommunity.microsoft.com: Simplifying Azure Kubernetes Service Authentication''
    Part 2=='
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://techcommunity.microsoft.com/t5/apps-on-azure/building-a-path-to-success-for-microservices-and-net-core/ba-p/1502270:
  addition_method: manual
  content_hash: 3a7f175497eec5e2cebf8a6acdec13cef1476712be8fdeed56df7013e431aee6
  description: ''
  health_score: 100.0
  last_checked: 1779030116.802805
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Building a path to success for microservices''
    and .NET Core - Project Tye + GitHub Actions'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/apps-on-azure/full-stack-net-6-apps-with-blazor-webassembly-and-azure-static/ba-p/2933428:
  addition_method: manual
  content_hash: c521cf23748a185c3f762d8866a6b5c9f3dd4f3efb1586ba57d60c8ac4e0e515
  description: ''
  health_score: 100.0
  last_checked: 1779030535.91354
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Full-stack .NET 6 Apps with Blazor WebAssembly''
    and Azure Static Web Apps'
  v1_locations:
  - docs/dotnet.md
  year: N/A
? https://techcommunity.microsoft.com/t5/apps-on-azure/introducing-azure-container-apps-a-serverless-container-service/ba-p/2867265
: addition_method: manual
  content_hash: f74fb32465f3c7a342b01fb8a18dc4b26469c83cba3810304535348c0ce031c7
  description: ''
  health_score: 100.0
  last_checked: 1779031403.310998
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Introducing Azure Container Apps: a serverless''
    container service for running modern apps at scale'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-arc-blog/in-preview-azure-key-vault-secrets-provider-extension-for-arc/ba-p/3002160:
  addition_method: manual
  content_hash: 3974ad51bef92a1c3157472f6b57e533b04b98efcf2ea4ef028133d1cf412cc2
  description: ''
  health_score: 100.0
  last_checked: 1779031412.257621
  stars: 0
  status: online
  title: '==techcommunity.microsoft.com: In preview: Azure Key Vault secrets provider''
    extension for Arc enabled Kubernetes clusters=='
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-architecture-blog/azure-openai-landing-zone-reference-architecture/ba-p/3882102:
  addition_method: manual
  content_hash: 33f0e4710e5a4879c7c0e9119fe792574a4ccccae4d1718cdf2071280ded1eee
  description: ''
  health_score: 100.0
  last_checked: 1779031119.945998
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure OpenAI Landing Zone reference architecture'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-architecture-blog/new-feature-easily-assign-regulatory-compliance-policies-to-your/ba-p/4074957
: addition_method: manual
  content_hash: 2843beed054e8050b323d8faa3d51ea1c5d5ccfcdaac0f5a1ca3fb2094155ecc
  description: ''
  health_score: 100.0
  last_checked: 1779033918.732706
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: New feature: easily assign regulatory compliance''
    policies to your Azure Landing Zone'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-architecture/course-blueprint/m-p/4012399:
  addition_method: manual
  content_hash: f692d44f559f6a2d88a3d0abb12a5794b7c7b3af56e041d69d3e8095524c174c
  description: ''
  health_score: 100.0
  last_checked: 1779031067.439985
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Architecture - Course Blueprint'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-developer-community-blog/azure-data-factory-how-to-split-a-file-into-multiple-output/ba-p/4039825
: addition_method: manual
  content_hash: 67ee251f3815cc84375e389b03aef8f78d6a0c3a9edb5be871fc9cc52cac5ee1
  description: ''
  health_score: 100.0
  last_checked: 1779033003.765591
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Data Factory: How to split a file into''
    multiple output files with Bicep'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-developer-community-blog/infra-in-azure-for-developers-the-how-part-2/ba-p/4046385:
  addition_method: manual
  content_hash: 30ea008e080b81ab972898e1e9d5c69e89be481081da8f225c6ad8d1d4fcc381
  description: ''
  health_score: 100.0
  last_checked: 1779029558.213111
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Infra in Azure for Developers - The How (Part''
    2)'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-developer-community-blog/infra-in-azure-for-developers-the-what/ba-p/4026102:
  addition_method: manual
  content_hash: 9746e531227895a5f668fcf9f60824e65ea969babe97f7c05ee335ebe8dfbe2d
  description: ''
  health_score: 100.0
  last_checked: 1779029244.246887
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Infra in Azure for Developers - The What'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-devops-blog/introduction-to-azure-devops-workload-identity-federation-oidc/ba-p/3908687
: addition_method: manual
  content_hash: e55fb1a1d731153e943b68844af12dcce8bfac917c98ffdea64c80da0607dd47
  description: ''
  health_score: 100.0
  last_checked: 1779029341.939113
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Introduction to Azure DevOps Workload identity''
    federation (OIDC) with Terraform'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-for-isv-and-startups/azure-orphan-resources-grafana-dashboard/ba-p/4120303:
  addition_method: manual
  content_hash: a7e80b0faa9a30b238eb1f6c7c60b2cdc6bfd423358ec9c46b489d45b6166f28
  description: ''
  health_score: 100.0
  last_checked: 1779032615.949701
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Orphan Resources Grafana Dashboard'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-for-isv-and-startups/how-to-deploy-a-production-ready-aks-cluster-with-terraform/ba-p/4122013
: addition_method: manual
  content_hash: 7e68f252d6237f0274b421ef7c5ae288dce6004d9488cc96fcf9e968fe401a49
  description: ''
  health_score: 100.0
  last_checked: 1779031673.498822
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: How to deploy a production-ready AKS cluster''
    with Terraform verified module'
  v1_locations:
  - docs/terraform.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-governance-and-management/announcing-public-preview-of-bicep-templates-support-for/ba-p/4141772
: addition_method: manual
  content_hash: f8d3d188d8b15fff47024c6da2aa9dd161ebe004770dac7d234d66aa671c6f5b
  description: ''
  health_score: 100.0
  last_checked: 1779033094.928791
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Announcing public preview of Bicep templates''
    support for Microsoft Graph'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-governance-and-management/announcing-the-public-preview-of-azure-chaos-studio/ba-p/2893050
: addition_method: manual
  content_hash: 1d840d4f03ed8ac30b50081bdb4be70d5980874366d1e345fbfa321c6fe8f439
  description: ''
  health_score: 100.0
  last_checked: 1779030526.682064
  stars: 0
  title: 'techcommunity.microsoft.com: Announcing the Public Preview of Azure Chaos''
    Studio'
  v1_locations:
  - docs/chaos-engineering.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-governance-and-management/arm-template-specs-now-ga/ba-p/2402618:
  addition_method: manual
  content_hash: 54a4de742f3c9ff437a117aff7ea52770b2c75df32e7835d03b07638718492f4
  description: ''
  health_score: 100.0
  last_checked: 1779034324.017351
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: ARM Template Specs now GA!'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-governance-and-management/azure-policy-for-kubernetes-releases-support-for-custom-policy/ba-p/2699466
: addition_method: manual
  content_hash: 415f7eb2b30d36cc496d1bc94645c0ea541dbcfe132955b9408a45a77d9cd39c
  description: ''
  health_score: 100.0
  last_checked: 1779030415.752457
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Policy for Kubernetes releases support''
    for custom policy'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-governance-and-management/azure-pricing-how-to-estimate-azure-project-costs/ba-p/4166297
: addition_method: manual
  content_hash: 9ad43d9cb728a19bab1d08eb86f494356d6e1afdc456fa7f01612b6a26caa387
  description: ''
  health_score: 100.0
  last_checked: 1779029148.835106
  stars: 0
  status: online
  title: "techcommunity.microsoft.com: Azure Pricing: How to estimate Azure project'
    costs \U0001F31F"
  v1_locations:
  - docs/finops.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-governance-and-management/azure-pricing-how-to-navigate-azure-pricing-options-and/ba-p/4166276
: addition_method: manual
  content_hash: d9e79673e442b8bc4b61696eea873d01886703d20cfe542171c06ae8000e6c6a
  description: ''
  health_score: 100.0
  last_checked: 1779034212.879692
  stars: 0
  status: online
  title: "techcommunity.microsoft.com: Azure Pricing: How to navigate Azure pricing'
    options and resources \U0001F31F"
  v1_locations:
  - docs/finops.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-high-performance-computing/running-gpu-accelerated-workloads-with-nvidia-gpu-operator-on/ba-p/4061318
: addition_method: manual
  content_hash: 4f3e78b53277c141f9e7bbaf4e77417ed2687c8bbf4d68c71a54ec3455b7dcce
  description: ''
  health_score: 100.0
  last_checked: 1779030733.971041
  stars: 0
  status: online
  title: "techcommunity.microsoft.com: Running GPU accelerated workloads with NVIDIA'
    GPU Operator on AKS \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-infrastructure-blog/azure-landing-zones-custom-archetypes-using-terraform/ba-p/3791172
: addition_method: manual
  content_hash: b9622607457a35ed6c1e97000180eb5ae84fe3b5983d3b9e6681054f71d9d833
  description: ''
  health_score: 100.0
  last_checked: 1779030088.707785
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure landing zones custom archetypes using''
    Terraform'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-infrastructure-blog/azure-permissions-101-how-to-manage-azure-access-effectively/ba-p/4067468
: addition_method: manual
  content_hash: 4eb9aa3b932200382d719736b03af13c6f764a6de62bafb18aa540d80bb99c5d
  description: ''
  health_score: 100.0
  last_checked: 1779030301.115948
  stars: 0
  status: online
  title: '==techcommunity.microsoft.com: Azure Permissions 101: How to manage Azure''
    access effectively=='
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-infrastructure-blog/centralized-private-resolver-architecture-implementation-using/ba-p/4132622
: addition_method: manual
  content_hash: 0eb63d314caae36d587e06003718ec1b97eac6506583eca8fee4efed5928a510
  description: ''
  health_score: 100.0
  last_checked: 1779031119.520949
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Centralized private resolver architecture implementation''
    using Azure private DNS resolver'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-infrastructure-blog/leveraging-azure-copilot-for-azure-kubernetes-services-aks/ba-p/4212457
: addition_method: manual
  content_hash: 9db4943875a9e2114c1ee023b1d36a0a97045b5fbcd08546007fd4ab2ce19343
  description: ''
  health_score: 100.0
  last_checked: 1779032794.688788
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Leveraging Azure Copilot for Azure Kubernetes''
    Services (AKS)'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-infrastructure-blog/part-1-leverage-bicep-standard-model-to-automate-azure-iaas/ba-p/3804348
: addition_method: manual
  content_hash: 26c0e2a686d374159cb8217723835961b8a93181a121a1f219419b7826cbe743
  description: ''
  health_score: 100.0
  last_checked: 1779031678.390894
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: (Part-1) Leverage Bicep: Standard model to''
    Automate Azure IaaS deployment'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-infrastructure-blog/unleashing-github-copilot-for-infrastructure-as-code/ba-p/4124031
: addition_method: manual
  content_hash: 70a4bb367b75bb1a35f0408b1190ab1f90837c34c0b5cb8caead4a51215e46f1
  description: ''
  health_score: 100.0
  last_checked: 1779031187.983231
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Unleashing GitHub Copilot for Infrastructure''
    as Code (powershell, terraform, etc)'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-migration-and/implement-azure-landing-zones-with-hashicorp-terraform/ba-p/3241071:
  addition_method: manual
  content_hash: 0e76204eacd92689465d51a8415a7291be017988e0d157b835979b1eb8b2711c
  description: ''
  health_score: 100.0
  last_checked: 1779029375.888181
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Implement Azure landing zones with HashiCorp''
    Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-migration/containerize-and-migrate-applications-to-aks-with-the-azure/ba-p/2178551:
  addition_method: manual
  content_hash: 474a27444195a4fb0b37d56f3cffa15408748eb4ac42d772c8e744e08b69b593
  description: ''
  health_score: 100.0
  last_checked: 1779031386.585267
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Containerize and migrate applications to AKS''
    with the Azure Migrate’s new App Containerization tool'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-observability-blog/advanced-network-observability-for-your-azure-kubernetes-service/ba-p/4176736
: addition_method: manual
  content_hash: 844677550e95cb07f3aa32e13c0d949b3b228252c8a05907e8c0274d49bc2bb2
  description: ''
  health_score: 100.0
  last_checked: 1779034102.850118
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Advanced Network Observability for your Azure''
    Kubernetes Service clusters through Azure Monitor'
  v1_locations:
  - docs/azure.md
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-observability-blog/azure-monitor-logs-next-evolution-multi-tier-logging/ba-p/4200871
: addition_method: manual
  content_hash: 5b12e7536ea295fb23d163d07d0a247d83ab084f19f1f6d31f0b7600c8c6c6c4
  description: ''
  health_score: 100.0
  last_checked: 1779033732.89204
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Monitor Logs Next Evolution: Multi-tier''
    logging'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-observability-blog/how-to-monitor-your-multi-tenant-solution-on-azure-with-azure/ba-p/4042140
: addition_method: manual
  content_hash: c0ce3d79bee1e92cd853b40e04ac58b470ba373f3880bd3be1993ab1784fb0c8
  description: ''
  health_score: 100.0
  last_checked: 1779030676.210962
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: How To Monitor Your Multi-Tenant Solution on''
    Azure With Azure Monitor'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-observability-blog/introducing-azure-monitor-managed-service-for-prometheus/ba-p/3600185
: addition_method: manual
  content_hash: 4b78ef7493b7f5cbf3c5e273e75499263036d071b0ab3276d1ccbc4751f04a34
  description: ''
  health_score: 100.0
  last_checked: 1779034106.97889
  stars: 0
  status: online
  title: "==techcommunity.microsoft.com: Introducing Azure Monitor managed service'
    for Prometheus== \U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-paas-blog/azure-storage-blob-count-amp-capacity-usage-calculator/ba-p/3516855:
  addition_method: manual
  content_hash: 829378fe74208ac33945856345f717cc6dbc9e3fa63c7222dfeb1b9838fa2bf6
  description: ''
  health_score: 100.0
  last_checked: 1779034310.736715
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Storage Blob Count & Capacity usage Calculator'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-security-center/security-control-implement-security-best-practices/ba-p/2269914:
  addition_method: manual
  content_hash: 7a7fefa05bd6abdb41aa2e97f61a1916f8c6a497a4a4aea03f0dd0e8915a72cb
  description: ''
  health_score: 100.0
  last_checked: 1779034511.79185
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Security Control: Implement security best practices'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-sentinel/non-interactive-logins-minimizing-the-blind-spot/ba-p/2287932:
  addition_method: manual
  content_hash: cc4f32fa9e1050aa7280eb889ffcf69b05406176fb8c37afd0dabacbf2d3ca23
  description: ''
  health_score: 100.0
  last_checked: 1779030026.282267
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Non-interactive logins: minimizing the blind''
    spot'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-sql-blog/azure-sql-managed-instance-pools-new-features/ba-p/4044688:
  addition_method: manual
  content_hash: c4477986e96075fd8daa747cece8d9ecab56cbff351dd041ef50fe3c8d6eccb7
  description: ''
  health_score: 100.0
  last_checked: 1779031593.458278
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure SQL Managed Instance pools: new features'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-stack-blog/azure-kubernetes-service-and-azure-container-registry-service-on/ba-p/3075932
: addition_method: manual
  content_hash: 7b4c2b6080ebf31acbf9604c46f89ccd0bae306eb80646342b84a3d1d73812ce
  description: ''
  health_score: 100.0
  last_checked: 1779030869.931964
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Kubernetes Service and Azure Container''
    Registry Service on Azure Stack Hub'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-storage-blog/azure-container-storage-in-public-preview/ba-p/3819246:
  addition_method: manual
  content_hash: 02213702ab7f40d6f62279a13bd5d8cdc733ae2ab622b9e00c19528468f98387
  description: ''
  health_score: 100.0
  last_checked: 1779030967.327894
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Container Storage in Public Preview'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-synapse-analytics-blog/cicd-in-synapse-sql-how-to-deliver-your-database-objects-across/ba-p/3267507
: addition_method: manual
  content_hash: 4c106d262a276445cd7892147d3ca98c49bc813d0aac345d02e45c4dcb810cad
  description: ''
  health_score: 100.0
  last_checked: 1779030509.383318
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: CICD in Synapse SQL: How to deliver your database''
    objects across multiple environments'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-tools-blog/announcing-a-new-login-experience-with-azure-powershell-and/ba-p/4109357:
  addition_method: manual
  content_hash: 952edaeb122f1f4c70168bbc41d461842e3242d7dd4347f74ed0b27b21958b4b
  description: ''
  health_score: 100.0
  last_checked: 1779031717.098857
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Announcing a new login experience with Azure''
    PowerShell and Azure CLI'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-tools-blog/announcing-azapi-dynamic-properties/ba-p/4121855:
  addition_method: manual
  content_hash: 88ec5b2ae808737386227f2c567cda2344b12cbee1f81b77e50e760de6ccd337
  description: ''
  health_score: 100.0
  last_checked: 1779031597.41731
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Announcing AzAPI Dynamic Properties'
  v1_locations:
  - docs/terraform.md
  year: N/A
? https://techcommunity.microsoft.com/t5/azure-tools-blog/announcing-azure-terrafy-and-azapi-terraform-provider-previews/ba-p/3270937
: addition_method: manual
  content_hash: 0abbe55b2ea8da9fc09461f6ecdd1478261ce6d4ebe9b355411b7633e8bab930
  description: ''
  health_score: 100.0
  last_checked: 1779029880.887801
  stars: 0
  status: online
  title: ==Announcing Azure Terrafy and AzAPI Terraform Provider Previews==
  v1_locations:
  - docs/terraform.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-tools-blog/announcing-template-based-previews-of-azure-cli-and-azure/ba-p/3933802:
  addition_method: manual
  content_hash: 2004df5cf94ab5cc7f62e2ef2fbf346871d346a40ec23abdea2def8a06b4bd5b
  description: ''
  health_score: 100.0
  last_checked: 1779032229.322793
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Announcing template-based previews of Azure''
    CLI and Azure PowerShell for Key Vault deployments'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-tools-blog/azure-landing-zones-accelerators-for-bicep-and-terraform/ba-p/4029866:
  addition_method: manual
  content_hash: 5de97ec79c5fa6fe3f32615313d6c2025fed03329f7c2f1ea63cccd8a6f1b572
  description: ''
  health_score: 100.0
  last_checked: 1779030287.372648
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Landing Zones Accelerators for Bicep''
    and Terraform. Announcing General Availability!'
  v1_locations:
  - docs/azure.md
  - docs/terraform.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-tools-blog/introducing-azure-verified-modules/ba-p/4045946:
  addition_method: manual
  content_hash: e10930bbb6d01059cc64d1fe5c126581a863be13dea2e65aad11a1ad2acd6d50
  description: ''
  health_score: 100.0
  last_checked: 1779031846.085181
  stars: 0
  status: online
  title: "==techcommunity.microsoft.com: Introducing Azure Verified Modules!== \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure-tools-blog/terraform-on-azure-february-2024-update/ba-p/4070567:
  addition_method: manual
  content_hash: 5ee45540c6812d81672b28e52c39f96059ad9e816b1a76ae08d177112421b6c5
  description: ''
  health_score: 100.0
  last_checked: 1779034324.408531
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Terraform on Azure February 2024 Update'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://techcommunity.microsoft.com/t5/azure/dynamic-user-membership-rules-azure-active-directory/m-p/3281164:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031128.056822
  stars: 0
  status: online
  title: "==techcommunity.microsoft.com: Dynamic user membership rules, Azure Active'
    Directory Administrative Units and password reset!== \U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/containers/securing-windows-workloads-on-azure-kubernetes-service-with/ba-p/3815429:
  addition_method: manual
  content_hash: 6abbf5c1b29d4ebafcf286611e5ee1cefe105e51db857e29e66f871aee8c8ff1
  description: ''
  health_score: 100.0
  last_checked: 1779030967.604886
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Securing Windows workloads on Azure Kubernetes''
    Service with Calico'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://techcommunity.microsoft.com/t5/core-infrastructure-and-security/azure-policy-recommended-practices/ba-p/3798024:
  addition_method: manual
  content_hash: 3826b78f3bccd62be29a9aebf40c1feba45ecdbea725c0e07ee184d115777f00
  description: ''
  health_score: 100.0
  last_checked: 1779032759.38936
  stars: 0
  status: online
  title: Azure Policy Recommended Practices
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/core-infrastructure-and-security/azure-powershell-tips-and-tricks/ba-p/4066848:
  addition_method: manual
  content_hash: 2a18f52e9ad74c2625e2306118876395ef2a5871eb0ab3c0942b562c7966a43f
  description: ''
  health_score: 100.0
  last_checked: 1779033505.146311
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure PowerShell Tips and Tricks'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/core-infrastructure-and-security/azure-savings-dashboard/ba-p/3816131:
  addition_method: manual
  content_hash: 70a744c6c48b21e50a465ed72531fea73c4d3d7514659d10950eaa55dba54ad9
  description: ''
  health_score: 100.0
  last_checked: 1779030871.067978
  stars: 0
  status: online
  title: "==techcommunity.microsoft.com: Azure Savings Dashboard== \U0001F31F"
  v1_locations:
  - docs/finops.md
  year: N/A
? https://techcommunity.microsoft.com/t5/core-infrastructure-and-security/kubernetes-external-dns-for-azure-dns-amp-aks/ba-p/3809393
: addition_method: manual
  content_hash: 7bfdffdcb404ed51d6248eaa348bfbaf4d78576df0e3e360c31a6590f483e207
  description: ''
  health_score: 100.0
  last_checked: 1779034275.543171
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Kubernetes External DNS for Azure DNS & AKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
? https://techcommunity.microsoft.com/t5/core-infrastructure-and-security/monitoring-microsoft-sentinel-reports-with-dashboard-hub-amp/ba-p/4203870
: addition_method: manual
  content_hash: c554b6ef990ee19c432c0b471c793d6dfbb9f79f2a77af8139408e3cfb9de95e
  description: ''
  health_score: 100.0
  last_checked: 1779031228.015737
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Monitoring Microsoft Sentinel Reports with''
    Dashboard Hub & Power BI'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/custom/page/page-id/learn?product=All:
  addition_method: manual
  content_hash: cb03eeccf93ca724931dd01723882a4eb09f6f4a2ec90f5b09f06a868dac91c6
  description: ''
  health_score: 100.0
  last_checked: 1779029718.193897
  stars: 0
  title: 'techcommunity.microsoft.com: Microsoft Learn - Learning Rooms Directory'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/educator-developer-blog/coding-frameworks-and-languages-are-no-longer-the-point/ba-p/3820265
: addition_method: manual
  content_hash: 70aa7f8d6368dbba9ed5f7799ab591be314c4c1bae1b2a0166e139ab13645474
  description: ''
  health_score: 100.0
  last_checked: 1779032052.210495
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Coding Frameworks and languages are no longer''
    the point, prompting is'
  v1_locations:
  - docs/git.md
  year: N/A
? https://techcommunity.microsoft.com/t5/educator-developer-blog/leveraging-azure-event-hub-microsoft-fabric-and-power-bi-for/ba-p/4028701
: addition_method: manual
  content_hash: 8fa366a5f511bc2b3fef051214d0dd014ee017cdc7b1b75c6691de1b5479838b
  description: ''
  health_score: 100.0
  last_checked: 1779029637.839123
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Leveraging Azure Event Hub, Microsoft Fabric,''
    and Power BI for Real-Time Data Analytics'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/fasttrack-for-azure/a-practical-guide-to-zone-redundant-aks-clusters-and-storage/ba-p/4036254
: addition_method: manual
  content_hash: 026e8cde04efa1199e15165471ed4fd202ad3600cccf41d1724a96fe4030d55d
  description: ''
  health_score: 100.0
  last_checked: 1779034213.82864
  stars: 0
  status: online
  title: '==techcommunity.microsoft.com: A Practical Guide to Zone Redundant AKS Clusters''
    and Storage=='
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://techcommunity.microsoft.com/t5/fasttrack-for-azure/azure-orphan-resources/ba-p/3492198:
  addition_method: manual
  content_hash: 34b92a3fd01746ec62136b46866d77a5cd36238eaa7e4b378411696461464b51
  description: ''
  health_score: 100.0
  last_checked: 1779031023.426949
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Orphan Resources'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/fasttrack-for-azure/azure-policy-for-azure-container-apps-yes-please/ba-p/3775200:
  addition_method: manual
  content_hash: 2b7bd57cb79cbae1514f564fff5e67eeb88fb8191f9017c96bf31e3c5676a79f
  description: ''
  health_score: 100.0
  last_checked: 1779031038.923041
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Policy for Azure Container Apps? Yes,''
    please'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/fasttrack-for-azure/can-i-create-an-azure-red-hat-openshift-cluster-in-terraform-yes/ba-p/3670889
: addition_method: manual
  content_hash: eaae2a67f5fd69285034071e85e67caf1a0b7543865ad7300110305f3004036c
  description: ''
  health_score: 100.0
  last_checked: 1779033919.007818
  stars: 0
  status: online
  title: '==techcommunity.microsoft.com: Can I create an Azure Red Hat OpenShift cluster''
    in Terraform? Yes, you can!=='
  v1_locations:
  - docs/terraform.md
  year: N/A
? https://techcommunity.microsoft.com/t5/fasttrack-for-azure/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app/ba-p/3885602
: addition_method: manual
  content_hash: 9206371f72871a5daa1c963171d4ceb6a66447598cb4908918f23fb947995a11
  description: ''
  health_score: 100.0
  last_checked: 1779029995.870559
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB,''
    and Chainlit Chat App in Container Apps using Terraform | Paolo Salvatori'
  v1_locations:
  - docs/demos.md
  year: N/A
? https://techcommunity.microsoft.com/t5/fasttrack-for-azure/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app/ba-p/4024070
: addition_method: manual
  content_hash: 89a975f0843a11893f23088caad2a21015997e190fa5586f94602de971bf5dac
  description: ''
  health_score: 100.0
  last_checked: 1779031503.166768
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB,''
    and Chainlit chat app in AKS using Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
? https://techcommunity.microsoft.com/t5/fasttrack-for-azure/how-to-create-a-vpn-between-azure-and-aws-using-only-managed/ba-p/2281900
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031150.009071
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: How to create a VPN between Azure and AWS using''
    only managed solutions'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/fasttrack-for-azure/how-to-install-an-aks-cluster-with-the-istio-service-mesh-add-on/ba-p/3802069
: addition_method: manual
  content_hash: 6b1d59dd485d74befb82e853d42ed2bb4ae1ab462f38e421174f832d513be7e4
  description: ''
  health_score: 100.0
  last_checked: 1779029144.21233
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: How to install an AKS cluster with the Istio''
    service mesh add-on via Bicep'
  v1_locations:
  - docs/azure.md
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://techcommunity.microsoft.com/t5/fasttrack-for-azure/microsoft-fabric-multi-tenant-architecture/ba-p/4119429:
  addition_method: manual
  content_hash: bc5b2226c46bdd641f93e0881d3e4ad033908710759f65804e72bc9e730f8e5c
  description: ''
  health_score: 100.0
  last_checked: 1779030336.755083
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Microsoft Fabric - Multi-Tenant Architecture'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/finops-blog/get-tailored-insights-with-our-advisor-well-architected/ba-p/4218239:
  addition_method: manual
  content_hash: 6de76283a5aa9c046110fef42537187fc25dd0b7dc59e2dedfae6a47f5b1ab3d
  description: ''
  health_score: 100.0
  last_checked: 1779029072.247905
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Get tailored insights with our Advisor Well-Architected''
    assessments'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/finops-blog/identify-your-savings-potential-in-azure/ba-p/4131194:
  addition_method: manual
  content_hash: 7b7bce0ea04d13953b6657d9fdc5694aec8eaf43db13b43616af9bba33c265d8
  description: ''
  health_score: 100.0
  last_checked: 1779032154.324627
  stars: 0
  status: online
  title: "techcommunity.microsoft.com: Identify your savings potential in Azure \U0001F31F"
  v1_locations:
  - docs/finops.md
  year: N/A
? https://techcommunity.microsoft.com/t5/healthcare-and-life-sciences/azure-devops-pipelines-if-expressions-and-conditions/ba-p/3737159
: addition_method: manual
  content_hash: 071841b6ea8ffa664a94c7f8b4432ce07c1ae327c6bee2f249dbedc088b1a623
  description: ''
  health_score: 100.0
  last_checked: 1779034320.502217
  stars: 0
  status: online
  title: "techcommunity.microsoft.com: Azure DevOps Pipelines: If Expressions and'
    Conditions \U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/itops-talk-blog/azure-terrafy-import-your-existing-azure-infrastructure-into/ba-p/3357653:
  addition_method: manual
  content_hash: db0c90c1c8ec4ed7a983ffc8a8370ad936198e9fbb580e50d0c52e3934f4f3f9
  description: ''
  health_score: 100.0
  last_checked: 1779031091.120948
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Azure Terrafy – Import your existing Azure''
    infrastructure into Terraform HCL'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://techcommunity.microsoft.com/t5/itops-talk-blog/iis-central-certificate-store-and-windows-containers/ba-p/4181509:
  addition_method: manual
  content_hash: 3ad387f6692631e8446a8c1decb81463c3a8ab8a6c6ff96b97ebed47981b8e9c
  description: ''
  health_score: 100.0
  last_checked: 1779032554.027716
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: IIS Central Certificate Store and Windows containers'
  v1_locations:
  - docs/docker.md
  year: N/A
https://techcommunity.microsoft.com/t5/itops-talk-blog/infrastructure-as-code-iac-comparing-the-tools/ba-p/3205045:
  addition_method: manual
  content_hash: 0f6922af849ba945a759395ab413be42eb43c2135e71f16b5ee12e8d26f8a775
  description: ''
  health_score: 100.0
  last_checked: 1779031471.042478
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Infrastructure as Code (IaC): Comparing the''
    Tools'
  v1_locations:
  - docs/iac.md
  year: N/A
https://techcommunity.microsoft.com/t5/itops-talk-blog/standardize-devops-practices-across-hybrid-and-multicloud/ba-p/2795010:
  addition_method: manual
  content_hash: 22f2d98c78999413f66ce27ed15125034a47e2a5f345afda2134688608411738
  description: ''
  health_score: 100.0
  last_checked: 1779031358.018945
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Standardize DevOps practices across hybrid''
    and multicloud environments'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/microsoft-defender-for-cloud/microsoft-announces-general-availability-of-defender-for-apis/ba-p/3981488
: addition_method: manual
  content_hash: 0aac9532c8f6d3d26afa6341bd119b8c004629662e6802051091404dd6b3f6c0
  description: ''
  health_score: 100.0
  last_checked: 1779030612.364157
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Microsoft Announces General Availability of''
    Defender for APIs'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/microsoft-defender-for-cloud/simplifying-onboarding-to-microsoft-defender-for-cloud-with/ba-p/3974789
: addition_method: manual
  content_hash: 89c3c39a14155f8b088d4b44d8e152e8a80f4a8488b679dea5d414ef7ce18f1b
  description: ''
  health_score: 100.0
  last_checked: 1779031038.799895
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Simplifying Onboarding to Microsoft Defender''
    for Cloud with Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
? https://techcommunity.microsoft.com/t5/microsoft-defender-xdr-blog/what-s-new-in-defender-how-copilot-for-security-can-transform/ba-p/4084222
: addition_method: manual
  content_hash: 159419be7cce155d2e794442fb8bab9e4cbb14d6c1276b2a959cf6e8edc4f160
  description: ''
  health_score: 100.0
  last_checked: 1779033803.139761
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: What’s new in Defender: How Copilot for Security''
    can transform your SOC'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/microsoft-developer-community/draw-io-azure-infrastructure-diagrams-through-code-like-an/ba-p/4071316
: addition_method: manual
  content_hash: 7a558f0b2386251930b93dd18d9b37f8d97af63499d20f7cd57346bee2cee671
  description: ''
  health_score: 100.0
  last_checked: 1779032836.497484
  stars: 0
  title: 'chcommunity.microsoft.com: Draw.io Azure infrastructure diagrams through''
    code like an artist'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
? https://techcommunity.microsoft.com/t5/microsoft-entra-blog/important-azure-ad-graph-retirement-and-powershell-module/ba-p/3848270
: addition_method: manual
  content_hash: a585cab38f2c9fb70a94dffefa635851f2f0bc769ec002ad621079f93eeacb5e
  description: ''
  health_score: 100.0
  last_checked: 1779031947.816252
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Important: Azure AD Graph Retirement and Powershell''
    Module Deprecation'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/microsoft-intune/use-powershell-to-retrieve-all-assigned-intune-policies-and/m-p/3217498:
  addition_method: manual
  content_hash: bd15d0a3842a4d305e847092690ff22e4806f2855e247347323b29da45449c71
  description: ''
  health_score: 100.0
  last_checked: 1779031035.073198
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Use PowerShell to retrieve all assigned Intune''
    policies and applications per Azure AD group!'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/microsoft-teams-blog/new-bitbucket-bot-for-microsoft-teams/ba-p/218212:
  addition_method: manual
  content_hash: 6d9ed00aaf3812e71b7b0094ff7167b0d475d801293df377e3eb8621170cc14c
  description: ''
  health_score: 100.0
  last_checked: 1779029253.447022
  stars: 0
  status: online
  title: BitBucket Bot for Microsoft Teams
  v1_locations:
  - docs/git.md
  year: N/A
? https://techcommunity.microsoft.com/t5/sql-server-blog/sql-server-containers-on-kubernetes-with-s3-compatible-object/ba-p/3717003
: addition_method: manual
  content_hash: 47c5cb681939fb75f04c13da24ebe3ffcae9c4b695f29f5c1bd887094430f257
  description: ''
  health_score: 100.0
  last_checked: 1779029176.399118
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: SQL Server containers on Kubernetes with S3-compatible''
    object storage - Getting started'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://techcommunity.microsoft.com/t5/startups-at-microsoft/from-zero-to-hero-with-azure-landing-zones/ba-p/4229195:
  addition_method: manual
  content_hash: 1fb048965b63ff0d0f482fa0f311de16d8a79b2c5746985d264281674a18214a
  description: ''
  health_score: 100.0
  last_checked: 1779033767.940146
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: From Zero to Hero with Azure Landing Zones'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/t5/windows-powershell/an-example-why-powershell-is-so-important/m-p/3041748:
  addition_method: manual
  content_hash: bf4892a2992dc43d3c0bf6406c52b03c8bb0a5b8ddff81c4bb7fbb15f7d09f34
  description: ''
  health_score: 100.0
  last_checked: 1779029312.32388
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: An example why PowerShell is so important!'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://techcommunity.microsoft.com/t5/windows-server-for-it-pro/use-powershell-to-search-for-accounts-in-active-directory-that/m-p/3585934
: addition_method: manual
  content_hash: dccf877ae88b92999792567f262b0ceff944b80e7c243cc9219d03d441657225
  description: ''
  health_score: 100.0
  last_checked: 1779033810.467074
  stars: 0
  status: online
  title: 'techcommunity.microsoft.com: Use PowerShell to search for accounts in Active''
    Directory that have gone stale!'
  v1_locations:
  - docs/azure.md
  year: N/A
https://techcommunity.microsoft.com/tag/marketplace%20ai%20apps%20%26%20agents?nodeid=board%3Amarketplace-blog:
  addition_method: automatic
  ai_summary: The Microsoft Community Hub's marketplace AI apps and agents series
    offers end-to-end guidance for software companies looking to build, publish, and
    sell AI agents on Microsoft Azure. It addresses critical architectural decisions,
    including multi-tenancy models, secure data boundaries, performance optimization
    frameworks, and custom SaaS metered billing. By leveraging these architectural
    best practices, publishers can safely package, deploy, and scale autonomous cognitive
    solutions in compliant enterprise environments.
  category: azure
  complexity: intermediate
  content_hash: 6f9cb9cfe14b6e3872bd9a7d3b6a7ed0e627c16e8e47b979fb1c153b48567f5f
  description: A curated feed of posts, articles, and guides focused on building,
    publishing, securing, and scaling commercial AI apps and agents on Microsoft Marketplace.
  hierarchy:
  - Public Cloud
  - Azure
  - SaaS Marketplace
  - AI Agent Distribution
  is_microservice: false
  language: en
  last_checked: 1780352454.119831
  reputation_status: Vetted
  reputation_summary: Official Microsoft community hub covering production-ready architecture,
    billing models, compliance, and deployment pipelines for commercial AI agents.
  resource_type: documentation
  social_preview_url: https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/themes/customTheme1/favicon-1730836271365.png?time=1730836274203
  source_provenance: X.com (Azure)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[ENTERPRISE-STABLE]'
  title: 'Tag: "marketplace ai apps and agents" | Microsoft Community Hub'
  year: '2026'
https://techcrunch.com/2020/12/15/aws-introduces-new-chaos-engineering-as-a-service-offering:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight documents the launch of AWS Fault Injection Simulator
    (FIS) to facilitate managed chaos engineering. Live Grounding demonstrates that
    FIS has transitioned from a new offering to a deeply integrated resilience tool
    in 2026, standardizing controlled failure injection across EC2, EKS, and RDS clusters.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Testing & Chaos
  - Chaos Engineering
  - AWS FIS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcrunch.com: AWS introduces new Chaos Engineering as a Service offering'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://techcrunch.com/2021/01/12/vantage-makes-managing-aws-easier:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A TechCrunch feature analyzing how Vantage simplifies AWS cost tracking
    and optimization, offering deep contrast to complex cloud bills. The article highlights
    Vantage's rise as an essential interface for development organizations navigating
    fine-grained container pricing and resource usage. Key reading for CFOs and cloud
    finance architects.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcrunch.com: Vantage makes managing AWS easier'
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://techcrunch.com/2021/02/24/google-cloud-puts-its-kubernetes-engine-on-autopilot:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: TechCrunch's coverage of GKE Autopilot, highlighting its impact on managed
    container orchestration trends. Focuses on the trade-offs of restricting low-level
    node configurations in exchange for SLA-backed operations and optimized bin-packing.
    Evaluates the strategic TCO reductions of serverless-style Kubernetes models.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcrunch.com: Google Cloud puts its Kubernetes Engine on autopilot'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://techcrunch.com/2021/11/30/aws-launches-karpenter-an-open-source-autoscaler-for-kubernetes-clusters:
  description: ''
  addition_method: manual
  content_hash: b51d8e8b4aa4db8591ed719d5b84fa0328906da1e726e6e7ae3c358ff8e753ad
  health_score: 100.0
  last_checked: 1779032519.277527
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: TechCrunch's launch coverage of Karpenter, detailing AWS's strategic
    move to address Kubernetes Autoscaler inefficiencies. The article outlines Karpenter's
    direct EC2 provisioning architecture, positioning it as an open-source, vendor-agnostic
    tool designed to improve cluster scaling speed and cost-efficiency.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Autoscaling
  - Resource Provisioning
  - Industry News
  is_microservice: false
  title: 'techcrunch.com: AWS launches Karpenter, an open source autoscaler for Kubernetes''
    clusters'
https://techcrunch.com/2021/12/02/aws-to-launch-over-30-new-local-zones-starting-in-2022:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Outlines AWS's international expansion of Local Zones to provide low-latency
    edge computing, storage, and database services in metropolitan areas globally.
    This addresses strict residency laws and provides sub-10ms performance targets
    for localized financial systems or real-time gaming backends. Architecturally,
    it extends public cloud boundaries directly to metropolitan data centers.
  language: English
  resource_type: Infrastructure Feature
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Edge Compute
  - Local Zones
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techcrunch.com: AWS to launch over 30 new Local Zones internationally starting
    in 2022'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://techcrunch.com/2022/07/27/protestware-code-sabotage:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Investigates the complex security phenomenon of 'protestware,' where
    open-source maintainers intentionally introduce destructive changes or regional
    exploits into widely used packages for political or social reasons. Details the
    architectural impact on enterprise software supply chains and highlights the urgent
    necessity for robust dependency pinning, software bills of materials, and strict
    package mirroring.
  language: en
  resource_type: News Analysis
  complexity: Advanced
  hierarchy:
  - Software Supply Chain
  - Security & Compliance
  - Open Source Vulnerabilities
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'techcrunch.com: Protestware on the rise: Why developers are sabotaging their
    own code'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://techdocs.akamai.com/app-platform/docs/welcome:
  addition_method: manual
  last_checked: 1781736070.651634
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering techdocs.akamai.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://techdozo.dev/grpc-load-balancing-on-kubernetes-using-headless-service:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029151.652887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techdozo.dev: gRPC load balancing on Kubernetes (using Headless Service)'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techdozo.dev:
    gRPC load balancing on Kubernetes (using Headless Service) in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://techerati.com/the-stack-archive/cloud/2018/10/18/openshift-in-a-world-of-kaas:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Evaluates Red Hat OpenShift's standing in an increasingly crowded Kubernetes-as-a-Service
    (KaaS) market. Details the architectural advantages of OpenShift's integrated
    developer tooling, security guardrails, and automated enterprise operator systems.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thestack.com: OpenShift in a world of KaaS \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://techforce1.nl/creating-your-first-ansible-module:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A developer-focused guide on writing custom Ansible modules using Python.
    Focuses on subclassing native utilities, validating input configurations, and
    programmatically reporting task execution status.
  language: Python
  resource_type: tutorial
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Ansible Extensibility
  - Module Development
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'techforce1.nl: Creating your first Ansible module'
  addition_method: manual
  v2_locations:
  - ansible.md
https://techgenix.com/data-storage-management-for-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031591.577643
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techgenix.com: Data Storage Management for Kubernetes - 5 movers and shakers'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techgenix.com:
    Data Storage Management for Kubernetes - 5 movers and shakers in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://techiekhannotes.blogspot.com/2018/12/artemis-monitoring-with-grafana.html:
  addition_method: manual
  content_hash: 8db1d9798466c14c93cb77cf8729a3fe2e3886bb5994b3cc1e78c87c5b28425f
  health_score: 100.0
  last_checked: 1779032368.676989
  v1_locations:
  - docs/grafana.md
https://techiescamp.com/courses/kubernetes-kustomize:
  addition_method: manual
  content_hash: 1de134d154d9a468aa18d65cbc5210c05ce04931f03d3797eb4d6734a8d34576
  description: ''
  health_score: 100.0
  last_checked: 1779032525.345098
  stars: 0
  status: online
  title: '==techiescamp.com: Kubernetes Kustomize Crash Course=='
  v1_locations:
  - docs/kustomize.md
  year: N/A
https://technology.doximity.com/articles/buildpacks-vs-dockerfiles:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Contrasts declarative Cloud Native Buildpacks (CNB) with manual imperative
    Dockerfile structures. Analyzes the security, consistency, and build speed tradeoffs,
    arguing that CNBs represent a superior approach to packaging corporate applications
    at scale.
  language: English
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Containers & Orchestration
  - Image Engineering
  - Build Tools
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "technology.doximity.com: Buildpacks vs Dockerfiles \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://technos.medium.com/how-kubectl-apply-command-works-d092121056d3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032036.649483
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'technos.medium.com: How kubectl apply command works?'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering technos.medium.com:
    How kubectl apply command works? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://technos.medium.com/kubernetes-services-for-absolute-beginners-nodeport-139b7060fe3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029128.48377
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==technos.medium.com: Kubernetes Services for Absolute Beginners — NodePort=='
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==technos.medium.com:
    Kubernetes Services for Absolute Beginners — NodePort==' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://technos.medium.com/kubernetes-workflow-bad346c54962:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029163.31039
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==technos.medium.com: Kubernetes Workflow for Absolute Beginners=='
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==technos.medium.com:
    Kubernetes Workflow for Absolute Beginners== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://techstudyslack.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: An active chat-driven support collective focusing on Cloud Architecture,
    Kubernetes certifications, and system engineering. Provides peer-to-peer technical
    debugging, study templates, and resume refinement guides.
  language: English
  resource_type: Community
  complexity: Intermediate
  hierarchy:
  - Professional Development
  - Communities
  - DevOps & Cloud
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: techstudyslack.com
  addition_method: manual
  v2_locations:
  - elearning.md
https://techunwrapped.com/spain-becomes-a-cloud-region-in-2022:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical news review analyzing the impact of Spain establishing its
    first sovereign AWS Cloud Region in 2022, detailing latency improvements and local
    enterprise hosting advantages.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Platforms
  - AWS Regional Infrastructure
  - Spain
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techunwrapped.com: Spain becomes a Cloud Region in 2022'
  addition_method: manual
  v2_locations:
  - aws-spain.md
https://techxplore.com/news/2023-12-open-source-framework-large-language-pre-training.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034431.589958
  v1_locations:
  - docs/mlops.md
https://teivah.medium.com/when-to-use-generics-in-go-36d49c1aeda:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031801.783534
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'teivah.medium.com: When to Use Generics in Go?'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering teivah.medium.com:
    When to Use Generics in Go? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tekanaid.com/posts/terraform-for-beginners-course-and-training:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A comprehensive starter guide and training curriculum outlining the
    conceptual basics of declarative infrastructure-as-code. Walks through provider
    block structures, variable management, and basic AWS resources setups. Live grounding
    shows this is highly effective for transitioning traditional system administrators
    to automated cloud infrastructure roles.
  language: HCL
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Adoption Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "tekanaid.com: Terraform for Beginners – A Beginner’s Guide to Automating
    Cloud Infrastructure \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://tekton.dev:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Analyzes Tekton, a powerful Kubernetes-native, open-source framework
    for building continuous integration and continuous delivery (CI/CD) pipelines.
    By using Kubernetes Custom Resource Definitions (CRDs), Tekton allows developers
    to run build, test, and deploy operations within fully isolated container pods
    on standard clusters.
  language: Go
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Continuous Integration & Delivery
  - Cloud Native CI-CD
  - Tekton Platform
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: tekton.dev
  addition_method: manual
  v2_locations:
  - tekton.md
https://tekton.dev/docs/pipelines/pipelines:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: The authoritative reference documentation for configuring Tekton Pipelines.
    Covers the specification of custom Tasks, input/output workspaces, parameters,
    and step sequencing, providing developers with the complete syntax to construct
    highly complex, secure, and declarative cloud-native build workflows.
  language: Go
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Continuous Integration & Delivery
  - Cloud Native CI-CD
  - Tekton Pipelines
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Tekton Pipelines Docs
  addition_method: manual
  v2_locations:
  - tekton.md
https://telepresence.io:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Telepresence is a CNCF proxying tool that connects a local development
    machine directly to a remote Kubernetes cluster. It redirects service traffic,
    enabling developers to run integration tests and debug local services as if they
    were live in the cluster.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Kubernetes Developer Experience
  - Remote Debugging
  - Telepresence
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "telepresence.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://teletype.in/@sravancynixit/CcwqFANxY:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Continuous Integration and Deployment guide utilizing Banzai Cloud automation
    pipelines for Spring Boot applications. Illustrates container building, secure
    credential handling, configuration injects, and blue-green application promotion
    tactics on Kubernetes.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Java
  - Automated Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: CI/CD for Kubernetes through a Spring Boot example (Banzai Cloud CI/CD)
  addition_method: manual
  v2_locations:
  - demos.md
https://templates.cloudonaut.io:
  addition_method: manual
  content_hash: e118943a718dfb65582d4f04d0a19873b91aa4142115fa9790dee082133a8731
  health_score: 100.0
  last_checked: 1779030084.890084
  v1_locations:
  - docs/aws-iac.md
https://templates.cloudonaut.io/en/stable/jenkins:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Comprehensive configuration templates for building resilient AWS-native
    Jenkins configurations. Features a highly available active master setup integrated
    with auto-scaling dynamic build agents on Amazon ECS.
  language: YML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Jenkins
  - High Availability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'templates.cloudonaut.io: Jenkins 2.0: highly available master and dynamic
    agents'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://tennexas.com/kubernetes-troubleshooting-examples:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An essential compilation of practical Kubernetes troubleshooting scenarios
    focusing on common network, storage, and configuration failures. It provides hands-on
    diagnostic scripts and commands to dissect failing pods and unresolvable services.
    This playbook bridges the gap between theoretical knowledge and day-to-day cluster
    administration.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Real-World Examples
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tennexas.com: Kubernetes Troubleshooting Examples'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://teplyheng.medium.com/in-depth-understanding-of-deployments-in-kubernetes-af2c93ca4a24:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033432.07447
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'teplyheng.medium.com: In-depth understanding of Deployments in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering teplyheng.medium.com:
    In-depth understanding of Deployments in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://teplyheng.medium.com/understand-the-difference-between-deployments-and-replicaset-7e1cfd4d8639:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031804.947698
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "teplyheng.medium.com: Understand the difference between Deployments and'
    ReplicaSet \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering teplyheng.medium.com:
    Understand the difference between Deployments and' ReplicaSet \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://teresaforcades.com/pensament/medicina.html:
  description: "- [Kube-score \U0001F31F](https://github.com/zegl/kube-score) **Kubernetes
    object analysis with recommendations for improved reliability and security. kube-score
    is a opensource tool that performs static code analysis of Kubernetes object definitions.
    The output is a list of recommendations where one can improve to make application
    more secure and resilient.**\n    - [Config-lint](https://stelligent.github.io/config-lint)\n
    \   - [Copper](https://github.com/cloud66-oss/copper)\n    - [Conftest](https://www.conftest.dev)\n
    \   - [Polaris](https://github.com/FairwindsOps/polaris)"
  year: '2024'
  stars: 0
  ai_summary: 'A comparative index of leading static checkers (including kube-score,
    Conftest, and Polaris) built to validate Kubernetes YAML files against resilience,
    security, and schema configuration standards. Note: Kubeval is deprecated; modern
    workloads favor Conftest or native dry-run commands.'
  language: Go
  resource_type: Tool Suite
  complexity: High
  hierarchy:
  - Platform Engineering
  - Kubernetes Manifests
  - Validation & Linting
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Kubeval
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://terminalsandcoffee.com/setting-up-the-aws-cli-iam-user-api-keys-b83554e314e4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029941.379276
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "terminalsandcoffee.com: Setting Up the AWS CLI & IAM User API Keys \U0001F31F"
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering terminalsandcoffee.com:
    Setting Up the AWS CLI & IAM User API Keys \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://terraform-docs.io/user-guide/introduction:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official user guide for `terraform-docs`, the standard utility used
    to auto-generate markdown-formatted documentation from HCL module files. Highlights
    support for custom templates, flexible output schemas (JSON, YAML, XML), and continuous
    integration pre-commit hooks.
  language: Go
  resource_type: Tool Documentation
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: terraform-docs.io
  addition_method: manual
  v2_locations:
  - terraform.md
https://terraform-infraestructura.readthedocs.io:
  addition_method: manual
  content_hash: d3ee17989190761652ddae8c3ef2569b35b0191bb6c0cc3028fb266cad2488ee
  description: ''
  health_score: 100.0
  last_checked: 1779032333.587014
  stars: 0
  status: online
  title: terraform-infraestructura.readthedocs.io
  v1_locations:
  - docs/terraform.md
  year: N/A
https://terraform-infraestructura.readthedocs.io/es/latest:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Comprehensive Spanish-language documentation outlining the setup, management,
    and optimization of Infrastructure as Code using Terraform. Serves as a localized
    resource for engineering teams across Spanish-speaking markets.
  language: Spanish
  resource_type: Localized Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Spanish Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: terraform-infraestructura.readthedocs.io
  addition_method: manual
  v2_locations:
  - terraform.md
https://terragrunt.com:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Terragrunt is the industry-standard orchestrator wrapper that resolves
    complex code redundancy by establishing DRY configurations, managing dynamic state
    initialization, and handling cross-module dependency trees. It simplifies variable
    inheritance structures, minimizing state bloat across hundreds of distinct directories.
  language: Go
  resource_type: CLI Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Orchestration
  - Wrappers
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: terragrunt.gruntwork.io
  addition_method: manual
  v2_locations:
  - terraform.md
https://terragrunt.gruntwork.io:
  addition_method: manual
  content_hash: 4425e75132e486fded1c99643cef4af2503522bde090102b539f18c7adb9b6d4
  description: ''
  health_score: 100.0
  last_checked: 1779033773.323834
  stars: 0
  status: online
  title: ==terragrunt.gruntwork.io==
  v1_locations:
  - docs/terraform.md
  year: N/A
https://terraspace.cloud:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Terraspace is an elegant, full-featured Ruby-based framework for provisioning
    cloud architectures. Providing structured directory structures, integrated testing
    harnesses, and native generators, it converts complex Terraform structures into
    clean projects. It supports large-scale deployments by isolating execution behaviors
    dynamically.
  language: Ruby
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Orchestration
  - Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Terraspace.cloud
  addition_method: manual
  v2_locations:
  - terraform.md
https://terrateam.io/blog/aws-lambda-function-with-terraform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Demonstrates how to configure and deploy AWS Lambda functions natively
    using HashiCorp Terraform. Covers managing the function zip package, continuous
    IAM role updates, integration with API Gateway, and dealing with Terraform's state
    transitions.
  language: HCL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Serverless Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'terrateam.io: AWS Lambda Function with Terraform'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://terrateam.io/blog/terraform-pre-commit-hooks:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Analyzes the use of git pre-commit hooks as a local feedback loop to
    enforce code formatting, syntactic correctness, and security scanning before code
    reaches upstream repositories. Emphasizes tools like tflint, tfsec, and checkov
    within the automation hook sequence. Live grounding shows that automating these
    checks significantly reduces CI failure rates and keeps infrastructure declarations
    clean.
  language: HCL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - CI/CD & Linting
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'terrateam.io: Terraform Pre-Commit Hooks'
  addition_method: manual
  v2_locations:
  - terraform.md
https://testcontainers.com:
  description: "- [thenewstack.io: Testcontainers Integration Library Gets Commercial
    Backing with AtomicJar](https://thenewstack.io/testcontainers-integration-library-gets-commercial-backing-with-atomicjar)\n
    \   - [spinscale.de: Using Testcontainers To Test Elasticsearch Plugins](https://spinscale.de/posts/2021-08-25-using-testcontainers-to-test-elasticsearch-plugins.html)\n
    \   - [testcontainers-spring-boot \U0001F31F](https://github.com/PlaytikaOSS/testcontainers-spring-boot)
    Container auto-configurations for spring-boot based integration tests. If you
    use Testcontainers with Spring Boot you may be interested in the Playtika_Ltd
    Testcontainers library that provides auto-configurations for springboot based
    integration tests. It contains modules e.g. for kafka rabbitmq mongodb\n    -
    [atomicjar.com: Announcing Testcontainers Cloud: Integration Testing has never
    been easier](https://www.atomicjar.com/2021/11/announcing-testcontainers-cloud)
    Ever wished for integration tests to be faster, easier, and more efficient? Wish
    no more! We're happy to announce Testcontainers Cloud - a lightweight, fast, and
    secure integration testing platform for everyone.\n    - [vladmihalcea.com: Testcontainers
    Database Integration Testing](https://vladmihalcea.com/testcontainers-database-integration-testing)\n
    \   - [thenewstack.io: How Testcontainers Is Demonstrating Value as a Key CI Tool](https://thenewstack.io/how-testcontainers-is-demonstrating-value-as-a-key-ci-tool)
    Testcontainers is a library originally written in Java that helps developers run
    module-specific Docker containers while the app is being built in order to simplify
    integration testing."
  year: '2023'
  stars: 0
  ai_summary: Official web portal and learning nexus for Testcontainers. Outlines
    integration paths for Spring Boot via PlaytikaOSS autoconfigurations, commercial
    backing via AtomicJar (now Docker), and optimizations for running databases deterministically
    inside CI.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Integration Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: testcontainers.org
  addition_method: manual
  v2_locations:
  - qa.md
https://testdriven.io/blog/clean-code-python:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deep dive into code style conventions and software safety principles
    in Python. Outlines standard setups for linters (Flake8), layout tools (Black),
    static type checkers (Mypy), and clean design patterns (SOLID) to ensure maintainable
    codebase lifecycles.
  language: Python
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Code Quality
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'testdriven.io: Clean Code in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://testdriven.io/blog/docker-best-practices:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details architectural recommendations for containerizing Python environments.
    Outlines wheel pre-compilation steps, proper usage of virtual environments in
    multi-stage execution, and secure user privilege levels.
  language: Python
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Build Optimization
  - Python
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'testdriven.io: Docker Best Practices for Python Developers'
  addition_method: manual
  v2_locations:
  - docker.md
https://testdriven.io/blog/running-vault-and-consul-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed technical tutorial on deploying and configuring HashiCorp
    Vault and Consul on a Kubernetes cluster. Outlines how to configure Consul as
    Vault's resilient storage backend, implement secure TLS communication, manage
    initial unseal procedures, and leverage native Kubernetes resources to maintain
    service uptime.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Kubernetes Security
  - Self-Hosted Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'testdriven.io: Running Vault and Consul on Kubernetes'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://testguild.com/podcast/automation/a345-mohamed:
  addition_method: manual
  ai_summary: 'Curator Insight: Audio interview exploring the cultural and architectural
    shift toward Pipeline-as-Code (PaC) designs. Live Grounding: Discusses real-world
    declarative configuration files, versioning pipelines alongside source code, and
    automated testing loops. Bridges manual QA with modern infrastructure automation.'
  complexity: Intermediate
  content_hash: d9deb6ff05b4a32902b3a248b7d672456f4d6dcbbd2d4aab37806a0eedf61b79
  description: ''
  health_score: 100.0
  hierarchy:
  - Software Delivery
  - CI/CD Automation
  - Pipeline-as-Code
  is_microservice: false
  language: English
  last_checked: 1779034392.249777
  resource_type: Podcast
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'testguild.com: Pipeline as Code with Mohamed Labouardy'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
https://testingclouds.wordpress.com/2021/03/09/migrating-from-docker-compose-to-skaffold:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive migration handbook addressing transition patterns from
    basic multi-container Docker Compose structures to unified cloud-native architectures
    governed by Skaffold-driven deployment pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Developer Experience
  - Workflow Migration
  - Docker Compose to Skaffold
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "testingclouds.wordpress.com: Migrating from Docker Compose to Skaffold \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://testingclouds.wordpress.com/2021/06/02/gitops-demystified:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides an entry-level technical overview of GitOps mechanics. Demystifies
    the reconciliation loops of operators on Kubernetes, detailing how manual updates
    in etcd are overridden to match the authoritative Git source.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - GitOps
  - Introduction
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'testingclouds.wordpress.com: GitOps Demystified'
  addition_method: manual
  v2_locations:
  - gitops.md
https://testkube.io:
  description: ''
  addition_method: manual
  content_hash: 1ff0e2bbb396a81cc1dbf4e2988c5fa28ead66bf47cedbb70d759e9793db8e2a
  health_score: 100.0
  last_checked: 1779034579.9394
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  - index.md
  year: '2026'
  ai_summary: Testkube is an advanced, Kubernetes-native test execution and orchestration
    platform. Instead of running tests outside the cluster within legacy CI/CD runners,
    Testkube executes testing frameworks (Playwright, Postman, JMeter, K6) as native
    Kubernetes jobs. This keeps test orchestration inside the network perimeter, facilitating
    secure integration and load testing of microservices.
  language: Go
  resource_type: Platform
  complexity: High
  hierarchy:
  - Testing
  - Test Orchestration
  - Cloud-Native Testing
  is_microservice: false
  title: "testkube.io \U0001F31F"
https://testng.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: An advanced testing framework for Java applications designed to manage
    intricate integration suites. Supports XML configuration mappings, parallel thread
    execution, and parameter injection mechanisms.
  language: Java
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing Frameworks
  - Java Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: TestNG
  addition_method: manual
  v2_locations:
  - qa.md
https://testsvision.com/6-popular-automation-testing-frameworks-tools:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032949.822971
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'testsvision.com: 6 Popular Automation Testing Frameworks & Tools'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering testsvision.com:
    6 Popular Automation Testing Frameworks & Tools in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tether.to:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main portal for the Tether (USDt) stablecoin, mapping out collateral
    verifications, multi-blockchain compatibility layers, and institutional fiat liquidity
    standards. Important for distributed ledger payments and micro-payment applications.
  language: N/A
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Fintech
  - Cryptocurrency
  - Stablecoins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Tether (USDt)
  addition_method: manual
  v2_locations:
  - digital-money.md
https://tetrate.io/blog:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores structural strategies to integrate legacy virtual machines
    (VMs) with Kubernetes container deployments using Istio's WorkloadEntry constructs
    to bridge legacy and modern networks.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Service Mesh
  - Networking
  - Hybrid Infrastructure
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'tetrate.io: VM to container communications 101'
  addition_method: manual
  v2_locations:
  - istio.md
https://tetrate.io/blog/27835-revision-v1:
  addition_method: manual
  content_hash: 7e5c5ce4ada41a2f15a2c2bf6bd1eefbe41a9a880266f634747995748cb9dbb0
  health_score: 100.0
  last_checked: 1779130495.02792
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://tetrate.io/blog/istio-service-mesh-api-gateway:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Illustrates how the Istio Ingress Gateway can function as a high-performance
    API Gateway at the Kubernetes cluster edge. Details Envoy configurations for managing
    rate limiting, TLS termination, and request transformation without extra software.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - API Gateway
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "tetrate.io: Using Istio Service Mesh as API Gateway \U0001F31F"
  addition_method: manual
  v2_locations:
  - istio.md
https://tetrate.io/blog/what-is-istio-and-why-does-kubernetes-need-it:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores Tetrate's approach to cross-cluster service visibility, network
    isolation boundaries, and identity propagation in heterogeneous environments.
    Demonstrates patterns for maintaining strong administrative boundaries across
    hybrid networks.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Cloud Native Infrastructure
  - Multi-Cluster
  - Service Mesh
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "tetrate.io: Multicluster Management with Kubernetes and Istio \U0001F31F"
  addition_method: manual
  v2_locations:
  - istio.md
https://tfsec.dev:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: A static analysis security scanner for Terraform HCL configurations.
    Largely unified under Trivy/Aqua Security, it is leveraged within CI/CD pipelines
    to catch identity policy weaknesses, networking flaws, and standard resource exposures
    prior to planning phases.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Security
  - Static Analysis
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "tfsec \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://thanos.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official landing page for Thanos, a CNCF graduated project providing
    highly available, infinitely scalable Prometheus monitoring. Known for sidecar-based
    object storage offloading and cost-effective downsampling.
  language: Go
  resource_type: Official Portal
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Storage
  - Thanos Engine
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: '**Thanos**:'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://the-awesome-git-cheat-sheet.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030848.669131
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: The awesome git cheat sheet
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering The awesome
    git cheat sheet in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://the-gigi.github.io/gigi-zone/posts/2024/05/advanced-k8s-scheduling-and-autoscaling:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An advanced technical overview discussing scheduling policies, affinity
    rules, and taints. Explains how architectural scheduling restraints can block
    or optimize cluster-scale operations and node scaling dynamics.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Kubernetes & Scaling
  - Advanced Scheduling
  - Scheduler Configurations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'the-gigi.github.io: Advanced Kubernetes Scheduling and Autoscaling'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://the-tech-guy.in/2022/03/08/automating-lamp-config-using-terraform-and-ansible:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033827.249147
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'the-tech-guy.in: Automating LAMP deployment using Terraform and Ansible'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering the-tech-guy.in:
    Automating LAMP deployment using Terraform and Ansible in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://thebsdbox.co.uk/2020/03/18/Creating-a-Kubernetes-cloud-doesn-t-required-boiling-the-ocean:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A detailed structural breakdown explaining how to implement a custom
    cloud-controller-manager (CCM) without rebuilding upstream infrastructure. It
    provides foundational guidance for cloud providers wishing to offer specialized
    bare-metal orchestrations.
  language: English
  resource_type: Technical Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Custom Cloud Provider
  - Platform Extension
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Creating a Kubernetes cloud provider, doesn't required boiling the ocean
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://theburningmonk.com/2019/03/making-terraform-and-serverless-framework-work-together:
  description: ''
  year: '2019'
  stars: 4
  ai_summary: A classic, influential case study analyzing the architecture of combining
    HashiCorp Terraform (for heavy resources like VPCs, databases, IAM) with Serverless
    Framework (for ephemeral Lambdas). Explores state output handoffs, parameter store
    structures, and pipeline coordination protocols. Live grounding confirms that
    while newer tools have merged these functions, this division of labor remains
    highly performant and stable.
  language: HCL
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Serverless Integration
  - Hybrid Automation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'theburningmonk.com: Making Terraform and Serverless framework work together'
  addition_method: manual
  v2_locations:
  - serverless.md
https://theburningmonk.com/2019/09/why-you-should-use-temporary-stacks-when-you-do-serverless:
  description: ''
  year: '2019'
  stars: 4
  ai_summary: Recommends utilizing ephemeral stack deployments per developer or pull
    request. Highlights how to leverage zero-marginal-cost resource provisioning characteristics
    of cloud serverless.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Serverless
  - CI-CD
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'theburningmonk.com: Why you should use ephemeral environments when you do
    serverless'
  addition_method: manual
  v2_locations:
  - serverless.md
https://thechief.io/c/editorial/definitive-kubectl-cheat-sheet:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: Highly categorized command lookup resource organizing kubectl syntax
    by functional target. Covers advanced diagnostic functions like resource patching
    and configuration rollbacks to aid in complex site reliability engineering scenarios.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thechief.io: The Definitive Kubectl Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://thecloudblog.net:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: This blog provides architectural walkthroughs focusing on Azure Kubernetes
    Service (AKS), infrastructure-as-code deployments, and GitOps implementations.
    It is useful for platform engineers optimizing workload security and network topologies.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Cloud Native
  - Azure Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: thecloudblog.net
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thecloudblog.net/lab/kubernetes-container-lifecycle-events-and-hooks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed technical review of PostStart and PreStop container execution
    hooks. Demonstrates patterns to orchestrate application initialization scripts
    and handle connection draining during scaling events.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Pod Lifecycle
  - Hooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thecloudblog.net: Kubernetes Container Lifecycle Events and Hooks'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thecloudblog.net/post/managing-applications-in-kubernetes-with-the-carvel-kapp-controller:
  description: ''
  addition_method: manual
  content_hash: 667bf23db229b202302d8c021c5d545aa4cc185444d8434f1a5b7f70e16771e6
  health_score: 100.0
  last_checked: 1779029916.914113
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A structured technical article detailing step-by-step implementation
    of the Carvel Kapp controller. It focuses on declaring complex application structures,
    resolving ordering issues, and managing standard GitOps reconciliation loops.
  language: Markdown
  resource_type: Article
  complexity: Simple
  hierarchy:
  - Application Lifecycle
  - Deployment Tools
  - Developer Education
  is_microservice: false
  title: 'thecloudblog.net: Managing Applications in Kubernetes with the Carvel Kapp''
    Controller'
https://thedeveloperstory.com/2021/07/12/helm-101-brief-introduction-to-kubernetes-package-manager:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Fundamental introduction outlining the role of Helm in managing the
    complexity of Kubernetes infrastructure. Discusses key files (values.yaml, templates
    directory) and common installation command sequences.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Introductory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thedeveloperstory.com: Helm 101: Brief introduction to kubernetes package
    manager'
  addition_method: manual
  v2_locations:
  - helm.md
https://thedevopsblog.co.uk/terraform-cli-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033845.284042
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'thedevopsblog.co.uk: Terraform Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering thedevopsblog.co.uk:
    Terraform Cheat Sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://thedevopslife.com/kubernetes-gui-lens-ide:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032797.840686
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'thedevopslife.com: Kubernetes IDE and UI – Lens IDE'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering thedevopslife.com:
    Kubernetes IDE and UI – Lens IDE in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://thedigitalprojectmanager.com/es/agile-frente-a-waterfall:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029371.119806
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'thedigitalprojectmanager.com: Waterfall Vs Agile: ¿Cuál Metodología Debes''
    Utilizar Para Tu Proyecto?'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering thedigitalprojectmanager.com:
    Waterfall Vs Agile: ¿Cuál Metodología Debes'' Utilizar Para Tu Proyecto? in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://thedigitalprojectmanager.com/es/grafico-raci-manera-mas-simple:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029464.785848
  stars: 0
  title: 'thedigitalprojectmanager.com: Matriz RACI Simplificado: Cómo Crear Una Matriz''
    De Responsabilidades Que Realmente Funcione'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://thedigitalprojectmanager.com/raci-chart-made-simple:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029267.8116
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'thedigitalprojectmanager.com: Create A Responsibility Assignment Matrix''
    (RACI Chart) That Works'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering thedigitalprojectmanager.com:
    Create A Responsibility Assignment Matrix'' (RACI Chart) That Works in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://theengineeringmanager.substack.com/p/how-do-i-progress-to-the-next-level:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033486.707749
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'theengineeringmanager.substack.com: How do I progress to the next level''
    in my career?'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering theengineeringmanager.substack.com:
    How do I progress to the next level'' in my career? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://theforeman.org/2021/01/updating-foreman-inventory-with-system-facts.html:
  addition_method: manual
  content_hash: b030bba9470001d42f0c088adbedae071dcbe30b2dca66464f4571cfa9a8558e
  description: ''
  health_score: 100.0
  last_checked: 1779034480.099392
  needs_ai_refresh: true
  stars: 0
  title: 'theforeman.org: Updating Foreman inventory with system facts'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://theforeman.org/2021/09/foreman-30-is-here.html:
  addition_method: manual
  content_hash: 666112a9466452b65eef704031ffd466830608f62f40484bccae63a0ea22e7df
  description: ''
  health_score: 100.0
  last_checked: 1779030787.622022
  needs_ai_refresh: true
  stars: 0
  title: 'theforeman.org: Foreman 3.0 is here!'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://theglitchblog.com/2021/06/17/logging-in-python-using-best-practices:
  addition_method: manual
  content_hash: e8dbab5157f31f7f2752f1222184082bb369bbb324107f6a27c7dca33ebbc151
  description: ''
  health_score: 100.0
  last_checked: 1779031017.003793
  stars: 0
  status: online
  title: 'theglitchblog.com: Logging in Python Using Best Practices'
  v1_locations:
  - docs/python.md
  year: N/A
https://theglitchblogcom.wordpress.com/2021/06/17/logging-in-python-using-best-practices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines programmatic setups for production-level logging using standard
    library modules. Highlights configuring JSON structured formatters, setting appropriate
    level hierarchies, and optimizing non-blocking logging handlers in container environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Observability
  - Logging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'theglitchblog.com: Logging in Python Using Best Practices'
  addition_method: manual
  v2_locations:
  - python.md
https://thehackernews.com/2020/06/cryptocurrency-docker-image.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An urgent technical warning investigating cryptojacking campaigns spreading
    malware via compromised registries. Underscores the critical requirement for automated
    image validation and registry access restrictions.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Security & Hardening
  - Supply Chain Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thehackernews.com: Docker Images Containing Cryptojacking Malware Distributed
    via Docker Hub'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thehackernews.com/2022/01/microsoft-warns-of-continued-attacks.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A Microsoft security advisory detailing persistent exploit attempts
    that targeted unpatched Log4j vulnerabilities in enterprise environments. It analyzes
    the attack vectors used by malicious actors and emphasizes the importance of patch
    compliance. This brief highlights the risks of unmanaged shadow IT installations.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerabilities
  - Threat Intelligence
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thehackernews.com: Microsoft Warns of Continued Attacks Exploiting Apache
    Log4j Vulnerabilities'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thehackernews.com/2022/02/new-argo-cd-bug-could-let-hackers-steal.html:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Explains how security researchers identified a critical path-traversal
    bug (CVE-2022-24348) within the ArgoCD repository-reconciliation component. Evaluates
    the potential risk exposure of configuration data and key material.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Vulnerabilities & CVEs
  - ArgoCD Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thehackernews.com: New Argo CD Bug Could Let Hackers Steal Secret Info from
    Kubernetes Apps'
  addition_method: manual
  v2_locations:
  - argo.md
https://theithollow.com/2020/05/18/kubernetes-liveness-and-readiness-probes:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A thorough guide covering the purpose of Liveness and Readiness probes.
    Details execution modes (HTTP, TCP, Exec) to orchestrate self-healing pods.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Core Concepts
  - Reliability
  - Probes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Kubernetes Liveness and Readiness Probes
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://theketch.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An application-delivery framework built to abstract away raw YAML configurations.
    Enables developers to deploy services via simple command structures without writing
    detailed manifest boilerplate, though adoption has plateaued due to native GitOps
    standards.
  language: Go
  resource_type: Platform Engine
  complexity: High
  hierarchy:
  - Platform Engineering
  - Kubernetes Manifests
  - Alternative Manifest Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: ketch
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://thelinuxnotes.com/how-to-deploy-kafka-in-kubernetes-with-helm-chart-kafdrop-commander:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A step-by-step tutorial showing how to deploy a local Kafka cluster
    within Kubernetes using public Helm charts and integrating it with Kafdrop, a
    popular open-source web UI, to facilitate real-time topic and offset troubleshooting.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thelinuxnotes.com: How to deploy Kafka in Kubernetes with Helm chart + kafdrop'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://thelinuxnotes.com/index.php/how-to-deploy-kafka-in-kubernetes-with-helm-chart-kafdrop-commander:
  addition_method: manual
  content_hash: 84616fa8265ba6b0d2f8917884d1e5b485872eb5016ba08cdc40f39f43ac8e12
  description: ''
  health_score: 100.0
  last_checked: 1779030340.926561
  stars: 0
  status: online
  title: 'thelinuxnotes.com: How to deploy Kafka in Kubernetes with Helm chart + kafdrop'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://thenewstack.io:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the architectural friction points and continuous evolution
    of stateful applications in Kubernetes. Highlights the challenges of maintaining
    network identity, attaching volume blocks, and managing reliable local database
    engines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data on Kubernetes
  - Stateful Architecture
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Just How Challenging Is State in Kubernetes? \U0001F31F"
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/10-cloud-deficiencies-you-should-know:
  addition_method: manual
  content_hash: ffbccef578b910a6f67299142920731dacfd348ee1ee3bed966c04424c7da1c6
  description: ''
  health_score: 100.0
  last_checked: 1779030854.330776
  needs_ai_refresh: true
  stars: 0
  title: 10 Cloud Deficiencies You Should Know
  v1_locations: []
  year: N/A
https://thenewstack.io/10-steps-to-a-successful-kubernetes-technical-transformation:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An enterprise blueprint outlining a ten-step roadmap for technical transformation
    via Kubernetes. Focuses on bridging organizational skills gaps, restructuring
    DevOps team responsibilities, and establishing standardized CI/CD pipelines.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Strategy
  - Organizational Transformation
  - Migration Roadmap
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "thenewstack.io: 10 Steps to a Successful Kubernetes Technical Transformation
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/10-steps-to-simplify-your-devsecops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines ten practical architecture recommendations to simplify automated
    security gates in modern engineering pipelines. Emphasizes selecting high-fidelity
    alerts, keeping scanner integrations local to development workflows, and establishing
    automated feedback loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - Implementation Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 10 Steps to Simplify Your DevSecOps'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/12-critical-kubernetes-health-conditions-you-need-to-monitor:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Synthesizes twelve key health metrics and warning events across the
    cluster runtime, pinpointing latent issues like Out-Of-Memory (OOM) kills, disk
    pressure, CrashLoopBackOffs, API latency degradation, and certificate expirations
    before they escalate into service outages.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cluster Telemetry Stacks
  - Cluster Monitoring
  - Health & Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 12 Critical Kubernetes Health Conditions You Need to Monitor'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://thenewstack.io/3-habits-of-highly-successful-devops-teams:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Summarizes three key strategies of high-performing engineering teams:
    proactive toil reduction, fast and automated feedback cycles, and managing applications
    as immutable packages.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Best Practices
  - Team Topologies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 3 Habits of Highly Successful DevOps Teams'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/3-key-configuration-challenges-for-kubernetes-monitoring-with-prometheus:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Highlights three major configuration bottlenecks encountered when setting
    up Prometheus inside complex Kubernetes setups: service discovery overhead, high
    cardinality of dynamic metrics, and storage retention. Curator Insight: Critical
    analysis of Prometheus pain-points. Live Grounding: Highly practical for platform
    engineers tuning scraper configurations to prevent Prometheus OOM crashes.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Prometheus
  - Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: 3 Key Configuration Challenges for Kubernetes Monitoring
    with Prometheus'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/3-reasons-why-you-cant-afford-to-ignore-cloud-native-computing:
  addition_method: manual
  content_hash: 84c80946d7e99e65bbbc385ff270b4ca51bce7532c6ab31917b22bc30dcb9521
  description: ''
  health_score: 100.0
  last_checked: 1779033913.870267
  stars: 0
  status: online
  title: "thenewstack.io: 3 Reasons Why You Can’t Afford to Ignore Cloud Native Computing'
    \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
https://thenewstack.io/3-ways-to-use-automation-in-ci-cd-pipelines:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highlights three strategic insertion points for advanced pipeline automation.
    Focuses on automated rolling deployments, policy-as-code configuration validations,
    and dynamic, risk-based pipeline security policies.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Automation
  - CI-CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'harness.io: 3 Ways to Use Automation in CI/CD Pipelines'
  addition_method: manual
  v2_locations:
  - cicd.md
https://thenewstack.io/30-pull-requests-later-prometheus-memory-use-is-cut-in-half:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical analysis of memory optimizations within the Prometheus TSDB.
    Highlights how refactoring index-reading mechanics and chunk mapping in ~30 pull
    requests cut server memory usage by roughly half.
  language: Go
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Performance & Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 30 Pull Requests Later, Prometheus Memory Use Is Cut in
    Half'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://thenewstack.io/4-essential-tools-for-protecting-apis-and-web-applications:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Examines four essential patterns for protecting public web applications
    and API endpoints. Focuses on API behavioral analysis, OAuth2/OIDC token validations,
    rate limits, and custom gateway rules.
  language: Agnostic
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - API Security
  - Protection
  - Tools
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: 4 Essential Tools for Protecting APIs and Web Applications'
  addition_method: manual
  v2_locations:
  - api.md
https://thenewstack.io/4-reasons-your-cloud-operations-need-a-finops-team:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights four critical drivers for establishing a structured FinOps
    team inside scaling enterprises. Discusses the pitfalls of decentralized cloud
    spending, the benefits of shared cost responsibility, real-time optimization tooling,
    and accurate unit economics estimation.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Financial Operations
  - FinOps
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 4 Reasons Your Cloud Operations Need a FinOps Team'
  addition_method: manual
  v2_locations:
  - finops.md
https://thenewstack.io/4-ways-to-run-kubernetes-in-production:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compares major approaches to operating production clusters. Evaluates
    self-hosted bare metal implementations, public-cloud managed systems, bootstrap
    frameworks, and fully managed hybrid topologies.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cluster Architecture
  - Deployment Models
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 4 ways to run kubernetes in production'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/5-best-practices-for-configuring-kubernetes-pods-running-in-production:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Highlights 5 key areas for stabilizing pods in production: configuring
    explicit CPU/RAM requests, setting up robust probes, establishing security contexts,
    enabling termination grace periods, and implementing anti-affinity.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Workload Management
  - Pod Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: 5 Best Practices for Configuring Kubernetes Pods Running
    in Production'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/5-best-practices-to-back-up-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Ensuring disaster recovery capability in Kubernetes requires robust
    backup strategies for both cluster state (etcd) and persistent volume data. This
    reference highlights best practices including scheduling automated snapshot intervals,
    isolating backup storage, and regularly testing recovery procedures. Adhering
    to these patterns safeguards enterprise workloads against data corruption and
    ransomware.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Data Management
  - Backup
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 5 Best Practices to Back up Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://thenewstack.io/5-cloud-automation-tips-for-developers-and-devops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details actionable cloud infrastructure and automation recommendations.
    Focuses on orchestrating stateless and stateful resources using modular IaC formats,
    automating dynamic ephemeral staging environments, and implementing declarative
    cloud drift reconciliation systems.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Automation
  - Developer Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 5 Cloud Automation Tips for Developers and DevOps'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/5-cloud-native-trends-to-watch-out-for-in-2022:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Outlines five major architectural developments in cloud-native technology,
    highlighting eBPF-powered networking, WebAssembly (Wasm) runtime integration,
    and GitOps-centric deployment. Serves as a useful compass for aligning next-generation
    enterprise platforms with emerging standards.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Market Trends
  - Ecosystem Evolution
  tags:
  - '[EMERGING]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 5 Cloud Native Trends to Watch out for in 2022'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/5-essential-tips-to-manage-kubernetes-costs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents a strategic blueprint for limiting resource waste within cloud-native
    infrastructures. It focuses on setting realistic resource request and limit boundaries,
    utilizing horizontal and vertical autoscaling mechanisms, and eliminating orphaned
    volume structures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - FinOps Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 5 Essential Tips to Manage Kubernetes Costs'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/5-expensive-kubernetes-cost-traps-and-how-to-deal-with-them:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Identifies the core operational anti-patterns that lead to rapid cluster
    cost inflation. Offers actionable patterns to address over-provisioning, unthrottled
    non-production environments, and structural failures to leverage public cloud
    savings plans.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - FinOps Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 5 Expensive Kubernetes Cost Traps and How to Deal with Them'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/5-lessons-for-building-a-platform-as-a-product:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines key organizational and design lessons for running internal
    platforms with product management disciplines. Emphasizes user empathy, continuous
    feedback loops, marketing the platform internally, and measuring success through
    user adoption and NPS metrics.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Product Management
  - Lessons Learned
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 5 Lessons For Building a Platform as a Product'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/5-misconceptions-about-devsecops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deconstructs common misconceptions about DevSecOps implementations.
    Explains that automated testing is not a complete replacement for team culture
    shifts and that integrating automated guardrails can accelerate, rather than slow
    down, delivery velocity.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 5 Misconceptions About DevSecOps'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/5-things-developers-need-to-know-about-kubernetes-management:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Outlines key operational considerations for developers writing cloud-native
    code. Covers statefulness, liveness/readiness probes, and environment variables
    configurations to leverage the self-healing cluster features.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Developer Workflows
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: 5 Things Developers Need to Know About Kubernetes Management'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/5-ways-to-succeed-with-an-api-gateway:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Outlines five essential patterns for deploying API Gateways in microservices
    architectures. The guide highlights key functions like rate-limiting, SSL termination,
    authentication offloading, and dynamic routing to ensure secure and performant
    service endpoints. It contrasts standalone gateway appliances with service mesh
    ingress configurations, advising on how to avoid single-point-of-failure bottlenecks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Gateways
  - Best Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: 5 Ways to Succeed with an API Gateway'
  addition_method: manual
  v2_locations:
  - api.md
https://thenewstack.io/6-kubernetes-best-practices-to-empower-devs-to-troubleshoot:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: DevOps maturity relies on empowering application developers to diagnose
    and resolve their own Kubernetes errors without administrative intervention. By
    providing accessible log aggregation, standardized event alerts, and ephemeral
    debugging shells, platform teams can eliminate operational bottlenecks. This framework
    details how to design developer-friendly observability environments.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Developer Enablement
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 6 Kubernetes Best Practices to Empower Devs to Troubleshoot'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://thenewstack.io/6-kubernetes-security-best-practices:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A baseline architectural guide covering foundational security principles
    in Kubernetes. It focuses on isolating workloads, enabling network policies, and
    minimizing container privileges. Real-world implementation highlights the mitigation
    of broad blast radii by enforcing namespace segregation.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Best Practices
  - General Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: 6 Kubernetes Security Best Practices \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/7-benefits-of-testing-in-isolation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines seven architectural advantages of isolated component testing.
    Details why using service mocks, localized databases, and sandboxed test environments
    accelerates regression tracking and simplifies dependency configurations.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing Methodology
  - Component Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: 7 Benefits of Testing in Isolation'
  addition_method: manual
  v2_locations:
  - qa.md
https://thenewstack.io/7-best-practices-to-build-and-maintain-resilient-applications-and-infrastructure:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Synthesizes core software engineering and site reliability practices
    to maintain resilient systems under load. Key patterns explored include chaos
    engineering, circuit breaking, automated canary deployments, proactive monitoring,
    and robust failure domain isolation.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Reliability Engineering
  - Resilience Patterns
  - Infrastructure Stability
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: 7 Best Practices to Build and Maintain Resilient Applications
    and Infrastructure'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/7-features-that-make-kubernetes-ideal-for-ci-cd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analysis of Kubernetes-native features that naturally enhance modern
    CI/CD architectures. Focuses on APIs, declarative container orchestrations, automatic
    scalability, microservice security partitioning, and resilient health checks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Kubernetes Native
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: 7 features that make kubernetes ideal for CI/CD'
  addition_method: manual
  v2_locations:
  - cicd.md
https://thenewstack.io/7-must-have-python-tools-for-ml-devs-and-data-scientists:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A technical article highlighting the top Python tools and libraries
    that modern data scientists use to build and optimize their models. It evaluates
    features across libraries focused on performance, profiling, testing, and memory
    usage.
  language: Python
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Data Science
  - Developer Tooling
  - Python Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: 7 Must-Have Python Tools for ML Devs and Data Scientists
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - mlops.md
https://thenewstack.io/7-tips-for-cutting-down-your-aws-kubernetes-bill:
  addition_method: manual
  content_hash: 604f614325eec99b32ccf5911cd846aae2f7807e31fd1e2ead0757539cd42665
  description: ''
  health_score: 100.0
  last_checked: 1779033488.953106
  stars: 0
  status: online
  title: 'thenewstack.io: 7 Tips for Cutting Down Your AWS Kubernetes Bill'
  v1_locations:
  - docs/aws-pricing.md
  year: N/A
https://thenewstack.io/a-better-way-to-provision-kubernetes-using-terraform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Proposes decoupling patterns that separate underlying Kubernetes structural
    provisioning from inner-cluster configurations. Recommends utilizing GitOps agents
    (like ArgoCD or Flux) once the cluster plane is initialized by Terraform to handle
    target container manifests.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Cluster Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: A Better Way to Provision Kubernetes Using Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thenewstack.io/a-case-for-databases-on-kubernetes-from-a-former-skeptic:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical account exploring how local NVMe storage classes, low-latency
    container network interfaces, and declarative operator-driven recovery mechanisms
    have convinced traditional DBAs to run critical state on Kubernetes.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Data on Kubernetes
  - Stateful Architecture
  - Case Studies
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: A Case for Databases on Kubernetes from a Former Skeptic'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/a-deep-dive-into-architecting-a-kubernetes-infrastructure:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines core design components for highly available, resilient enterprise
    platform engineering. Covers production networking, stateful storage configurations,
    external telemetry integrations, and security foundations.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cluster Architecture
  - Design Principles
  - Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: A Deep Dive into Architecting a Kubernetes Infrastructure'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/a-deep-dive-into-the-security-of-iam-in-aws:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An exhaustive technical analysis of AWS IAM's internal security mechanics
    and threat vectors. The piece breaks down role assumption, principal authorization
    context evaluation, resource-based vs. identity-based policies, and privilege
    escalation patterns. Essential reading for security architects hardening AWS infrastructure.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - AWS IAM
  - Security Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: A Deep Dive into the Security of IAM in AWS'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://thenewstack.io/a-digital-transformation-journey-in-the-banking-sector:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analysis of how a major financial institution leveraged cloud-native
    microservices, legacy modernization, and domain-driven design to achieve high
    availability and strict compliance in digital transformation initiatives.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Architecture
  - Case Studies
  - Financial Sector
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: A Digital Transformation Journey in the Banking Sector'
  addition_method: manual
  v2_locations:
  - api.md
https://thenewstack.io/a-guide-to-running-stateful-applications-in-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep dive into the operational challenges and patterns involved in
    running stateful workloads on Kubernetes. It details how StatefulSets, headless
    services, and stable network identities collaborate to sustain clustered databases
    like PostgreSQL and Kafka safely.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Stateful Applications
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: A Guide to Running Stateful Applications in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://thenewstack.io/a-kubernetes-documentary-shares-googles-open-source-story:
  addition_method: manual
  content_hash: ac522a4f8ad08cb9ca32cb47ac0b46def9f2626c64d03209285f96e8d34f5f0c
  description: ''
  health_score: 100.0
  last_checked: 1779030267.777246
  needs_ai_refresh: true
  stars: 0
  title: A Kubernetes Documentary Shares Google’s Open Source Story
  v1_locations: []
  year: N/A
https://thenewstack.io/a-look-at-gitops-for-the-modern-enterprise:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details how legacy enterprises transition away from ticket-based provisioning
    models to automated GitOps. Evaluates organizational structures, change management
    compliance, and multi-tenant isolation within Kubernetes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Enterprise
  - Scale
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "thenewstack.io: A Look at GitOps for the Modern Enterprise \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/a-new-kubernetes-edge-architecture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An exploratory piece mapping out cutting-edge architectural patterns
    for multi-cluster edge configurations, comparing unified central control plane
    models with highly autonomous, decoupled local cluster patterns.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Edge Computing
  - Kubernetes Edge
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: A New Kubernetes Edge Architecture'
  addition_method: manual
  v2_locations:
  - edge-computing.md
https://thenewstack.io/a-platform-for-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the emergence of Platform-as-a-Service layers built directly
    over Kubernetes. It argues that raw Kubernetes is an assembler language for infrastructure,
    requiring an abstraction tier to shield product developers from raw YAML files,
    ingress policies, and helm configuration complexities.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Developer Platforms
  - Infrastructure Abstraction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: A Platform for Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/a-security-comparison-of-docker-cri-o-and-containerd:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Compares the security architecture and attack surfaces of primary container
    runtimes: Docker, CRI-O, and Containerd. Discusses rootless execution, sandboxed
    runtimes (Kata, gVisor), and syscall filtering.'
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Platform Engine
  - Container Runtimes
  - Runtime Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: A Security Comparison of Docker, CRI-O and Containerd \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/accelerate-kubernetes-adoption-with-a-service-mesh:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Highlights the utility of service meshes in accelerating container adoption.
    Out-of-the-box routing configurations, secure default states, and comprehensive
    observability mitigate the operational risks of migrating legacy software components.
  language: None
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Adoption Patterns
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Accelerate Kubernetes Adoption with a Service Mesh'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://thenewstack.io/achieve-gitops-on-day-one-with-iac-automation:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides a comprehensive pathway to establish GitOps on day one. Demonstrates
    how uniting declarative IaC tools with Git-based source repositories ensures compliance,
    configuration auditing, and unified cluster state management.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - GitOps
  - Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Achieve GitOps on Day One with IaC Automation'
  addition_method: manual
  v2_locations:
  - iac.md
https://thenewstack.io/advanced-kubernetes-namespace-management-with-the-postgresql-operator:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyses advanced namespace orchestration patterns utilizing the Crunchy
    PostgreSQL Operator. Walks through configuring security boundaries and multi-tenant
    isolation policies across multiple database instances.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - Multi-Tenancy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Advanced Kubernetes Namespace Management with the PostgreSQL
    Operator \U0001F31F"
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://thenewstack.io/amazon-web-services-gears-elastic-kubernetes-service-for-batch-jobs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes AWS EKS optimizations targeting high-performance batch computing
    and AI training workloads. It discusses integrations with Kueue, Karpenter, and
    specialized EC2 accelerator architectures designed to streamline modern machine
    learning cycles.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Batch Workloads
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Amazon Web Services Gears Elastic Kubernetes Service for
    Batch Work'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://thenewstack.io/an-introduction-to-awk:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An architectural introduction to the AWK programming language, emphasizing
    structural pattern scanning and processing engines. It details built-in variables,
    field extraction, and pipeline integration. Live Grounding notes its critical
    role in high-volume log parsing and on-the-fly analytical pipelines within container
    runtimes.
  language: AWK
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Text Processing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: An Introduction to AWK'
  addition_method: manual
  v2_locations:
  - linux.md
https://thenewstack.io/anchore-scan-your-container-images-for-vulnerabilities-from-the-command-line:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains utilizing Anchore's command-line interfaces to run comprehensive
    security and configuration audits on local container images. Focuses on deep extraction
    of system dependencies, library structures, and misconfigurations, showing how
    to identify risks prior to pushing images into registries.
  language: N/A
  resource_type: Article
  complexity: Basic
  hierarchy:
  - Security
  - Vulnerability Management
  - Container Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Anchore: Scan Your Container Images for Vulnerabilities
    from the Command Line'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/apisix-an-open-source-api-gateway-for-microservices:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An editorial piece analyzing the microservices-centric architectural
    benefits of Apache APISIX. The article highlights its pluggable architecture,
    dynamic configuration sync via etcd, and its comparative advantages in speed and
    extensibility against traditional Java or Go gateways.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - API Gateway
  - Industry News
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io - APISIX: An Open Source API Gateway for Microservices'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://thenewstack.io/app-modernization-5-tips-when-migrating-to-kubernetes:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Distills five high-impact operational guidelines for migrating application
    structures onto Kubernetes. Focuses on the elimination of hardcoded states, configuring
    robust health probes (liveness/readiness), configuring standard resource limits,
    and configuring external config parameters.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Migration & Modernization
  - Workload Transition
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: App Modernization: 5 Tips When Migrating to Kubernetes'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/application-deployment-is-faster-with-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines quantitative performance gains of transitioning to GitOps.
    Details dramatic reductions in mean time to resolution (MTTR), accelerated deployment
    frequencies, and positive impacts on overall DORA metrics.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Metrics
  - Developer Velocity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Application Deployment Is Faster with GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/applied-gitops-with-argocd:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A comprehensive examination of GitOps workflows operationalized via
    ArgoCD. Highlights key practices such as declarative environment definition, pull-based
    synchronization, and automated drift detection to maintain cluster state parity.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Concepts & Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Applied GitOps with ArgoCD'
  addition_method: manual
  v2_locations:
  - argo.md
https://thenewstack.io/applying-basic-vs-advanced-monitoring-techniques:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Guides engineers in graduating from basic infrastructure health checking
    (ping, CPU, RAM alerts) to advanced monitoring architectures utilizing dynamic
    thresholding and transaction tracing. Curator Insight: Progressive levels of telemetry
    complexity. Live Grounding: Helps organizations scale operational strategies relative
    to structural application complexity.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Methodologies
  - Advanced Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Applying Basic vs. Advanced Monitoring Techniques'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/applying-kubernetes-security-best-practices-to-helm-charts:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive security guide detailing structural techniques to audit
    and secure third-party Helm charts before production rollout. Covers network policies,
    security contexts, and container permission baselines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Security
  - Hardening
  - Helm Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Applying Kubernetes Security Best Practices to Helm Charts
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://thenewstack.io/are-cloud-based-ides-the-future-of-software-engineering:
  description: ''
  addition_method: manual
  content_hash: e25fcd1bc991fab40473a484d87516cf5b3f8f1eb9a8bca5024dcc34c30d6caf
  health_score: 100.0
  last_checked: 1779032244.881967
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: Analyzes the shift from high-compute developer laptops to cloud-hosted
    development environments (CDEs). Evaluates performance gains, corporate IP security
    improvements, and simplified onboarding pipelines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Cloud IDE
  - Trends
  is_microservice: false
  title: 'thenewstack.io: Are Cloud-Based IDEs the Future of Software Engineering?'
https://thenewstack.io/are-monolith-ci-cd-pipelines-killing-quality-in-your-software:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyses the risks of monolithic pipelines on deployment safety. Recommends
    aligning decoupled micro-pipelines with distinct microservice models to avoid
    pipeline dependency bottlenecks.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Engineering
  - CI-CD Pipelines
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Are Monolith CI/CD Pipelines Killing Quality in Your Software?'
  addition_method: manual
  v2_locations:
  - cicd.md
https://thenewstack.io/asyncapi-could-be-the-default-api-format-for-event-driven-architectures:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines the industry shift toward AsyncAPI as the default specification
    for event networks. Outlines how standardizing AsyncAPI structures provides OpenAPI-style
    interface validation to queues and message streams.
  language: Agnostic
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - Event-Driven
  - AsyncAPI
  - Trends
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: AsyncAPI Could Be the Default API Format for Event-Driven
    Architectures'
  addition_method: manual
  v2_locations:
  - api.md
https://thenewstack.io/automate-user-satisfaction-with-this-gitops-friendly-spec-for-service-level-objectives:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores using GitOps mechanics to track reliability definitions. Outlines
    managing SLO declarations as declarative code in Git repository workflows to programmatically
    configure observability tools.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Service Level Objectives
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Automate User Satisfaction with This GitOps-Friendly Spec
    for Service Level Objectives'
  addition_method: manual
  v2_locations:
  - sre.md
https://thenewstack.io/automating-retry-for-failed-terraform-launches:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Addresses structural solutions for handling intermittent cloud provider
    API timeouts and throttling failures through automated retry mechanisms. Evaluates
    how runner environments and CI pipelines can safely retry specific phases without
    corrupting locks. Live grounding reinforces the importance of using robust, error-tolerant
    wrappers to maximize pipeline reliability in large-scale deployments.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - CI/CD & Linting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Automating Retry for Failed Terraform Launches'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thenewstack.io/automation-is-no-silver-bullet-3-keys-for-scaling-success:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Warns that blindly automating chaotic systems produces
    automated bottlenecks. Live Grounding: Highlights that automation of broken or
    inefficient workflows only accelerates operational failures, demanding robust
    systems analysis before coding pipelines.'
  language: en
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps & Platforms
  - Automation
  - Architecture Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Automation Is No Silver Bullet: 3 Keys for Scaling Success'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/avoid-the-5-most-common-amazon-web-services-misconfigurations-in-build-time:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on build-time CloudFormation and Terraform configuration errors.
    Outlines practical strategies for shifting infrastructure security check operations
    left into standard CI/CD pipelines.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Avoid the 5 Most Common Amazon Web Services Misconfigurations
    in Build-Time'
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://thenewstack.io/avoiding-the-pitfalls-of-multitenancy-in-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Addresses the architectural failure modes of poorly isolated multi-tenant
    clusters. Outlines mitigation paths for noisy neighbors, CPU-throttled namespaces,
    and leaky container workloads.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Anti-Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Avoiding the Pitfalls of Multitenancy in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/aws-open-sources-security-tools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This reference maps multiple open-source utilities released by AWS to
    assist cloud security operations. It covers tools for IAM privilege boundary auditing,
    configuration drift tracking, and automated resource compliance verification.
    These tools help maintain cloud-native best practices across large-scale AWS cluster
    deployments.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Cloud Security
  - AWS Tools Portfolio
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: AWS Open Sources Security Tools'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/azure-kubernetes-service-replaces-docker-with-containerd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical deep dive into the deprecation of Docker-shim in Azure Kubernetes
    Service (AKS) in favor of the containerd container runtime. This architectural
    shift eliminates runtime abstraction layers, drastically reducing node CPU and
    memory footprint overhead. Real-world implementation details confirm improved
    container launch latencies and optimal alignment with CNCF runtime specifications.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Compute & Containers
  - Kubernetes
  - AKS Engine
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Azure Kubernetes Service Replaces Docker with containerd'
  addition_method: manual
  v2_locations:
  - azure.md
https://thenewstack.io/bad-news-for-cloud-computing-openstack-use-plummets-and-discounts-dry-up:
  description: ''
  year: '2019'
  stars: 2
  ai_summary: An analytical piece detailing the sharp decline in OpenStack market
    share as public cloud hyperscalers expanded. Live Grounding confirms that OpenStack
    remains stable only in telecom NFV and niche on-premises private clouds, while
    generic enterprise deployments have shifted to Kubernetes and hybrid-cloud runtimes.
  language: English
  resource_type: Blog / Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cloud Market
  - OpenStack
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Bad News for Cloud Computing: OpenStack Use Plummets and
    Discounts Dry Up'
  addition_method: manual
  v2_locations:
  - private-cloud-solutions.md
https://thenewstack.io/best-practices-for-deploying-jaeger-on-kubernetes-in-production:
  addition_method: manual
  content_hash: 66560553ccb11c2a8cb3ff4d3015a34a5c7b8e8ffb8210bfdf6c0bb4d06c04e9
  description: ''
  health_score: 100.0
  last_checked: 1779032681.766771
  needs_ai_refresh: true
  stars: 0
  title: Best Practices for Deploying Jaeger on Kubernetes in Production
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://thenewstack.io/best-practices-for-securely-setting-up-a-kubernetes-cluster:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Breaks down secure cluster bootstrapping steps, including encrypting
    secrets at rest in etcd, enabling control plane mutual TLS (mTLS), and minimizing
    public API endpoint exposure.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Platform Engine
  - Cluster Installation & Hardening
  - Infrastructure Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Best Practices for Securely Setting up a Kubernetes Cluster'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/best-practices-to-optimize-infrastructure-monitoring-within-devops-teams:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Delves into establishing robust, team-wide ownership of monitoring
    pipelines, setting up actionable alerting paths, and building comprehensive dashboards.
    Curator Insight: Organizational practices for infrastructure ops. Live Grounding:
    Helps bridging operational silos through collective ownership of SLIs/SLOs.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Site Reliability Engineering
  - Infrastructure
  - Observability
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Best Practices to Optimize Infrastructure Monitoring within
    DevOps Teams'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/better-together-hyper-converged-kubernetes-with-terraform:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Investigates the architectural patterns of provisioning and managing
    hyper-converged Kubernetes environments using Terraform. Demonstrates how unified
    HCL pipelines can coordinate both the physical or virtual computing fabric and
    the logical Kubernetes control plane. Live grounding emphasizes that this hybrid
    orchestration layer improves operational consistency across multi-cloud topologies.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Integration
  - Hyper-Converged Infrastructure
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Better Together: Hyper-Converged Kubernetes with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thenewstack.io/beyond-block-and-file-cosi-enables-object-storage-in-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural overview of the Container Object Storage Interface
    (COSI) initiative, which seeks to standardize object storage provisioning in Kubernetes,
    mirroring the success of CSI. COSI abstracts bucket creation and user management
    into a native Kubernetes API.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Object Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Beyond Block and File: COSI Enables Object Storage in Kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://thenewstack.io/beyond-the-quickstart-running-apache-kafka-as-a-service-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Goes beyond basic demo environments to dissect the operational hurdles
    of running Kafka as an internal platform service on Kubernetes. The guide discusses
    managing persistent stateful sets, configuring robust ingress/egress networking,
    and utilizing custom operators.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Beyond the Quickstart: Running Apache Kafka as a Service
    on Kubernetes'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://thenewstack.io/breaking-serverless-on-purpose-with-chaos-engineering:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the challenges and methods of injecting faults into ephemeral,
    serverless environments (e.g., AWS Lambda). Discusses techniques like wrapper-based
    latency injection, API response mocking, and runtime variable tampering to validate
    failure paths.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Serverless Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Breaking Serverless on Purpose with Chaos Engineering'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://thenewstack.io/bridgecrew-all-these-misconfigured-terraform-modules-are-a-security-issue:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights the cybersecurity risks introduced by copying untrusted community-designed
    modules. Emphasizes the imperative for dev teams to perform automated static analysis
    and linting (e.g., using Checkov) in CI/CD pipelines to catch vulnerabilities
    pre-deployment.
  language: English
  resource_type: Analysis Report
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Security & Identity
  - Static Analysis
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Bridgecrew: Misconfigured Terraform Modules Are a Security Issue'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thenewstack.io/build-a-serverless-api-with-aws-gateway-and-lambda:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Architectural breakdown of building serverless APIs using AWS API Gateway
    and Lambda functions. It addresses routing, API security, and AWS integrations.
    While the foundational principles remain sound in 2026, modern enterprise patterns
    have heavily adopted container-packaged Lambdas (OCI) over raw zip deployments
    for complex API backends.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native
  - Serverless
  - AWS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Build a Serverless API with AWS Gateway and Lambda'
  addition_method: manual
  v2_locations:
  - serverless.md
https://thenewstack.io/camel-k-brings-apache-camel-to-kubernetes-for-event-driven-architectures:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article documents the architectural impact of Camel K, explaining
    how it extends Kubernetes to support enterprise integration workflows. It highlights
    its runtime environment and integration with Knative and serverless architectures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Kubernetes Native
  - Camel K
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Camel K Brings Apache Camel to Kubernetes for Event-Driven
    Architectures'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://thenewstack.io/can-you-gitops-your-apis:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines extending declarative GitOps paradigms to microservice API
    configurations and gateway endpoints. Demonstrates the technical practicality
    of driving schema changes, routing configurations, and security policies dynamically
    via version-controlled API blueprints rather than using manual management consoles.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - API Management
  - GitOps
  - Declarative APIs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Can You GitOps Your APIs?'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/category/kubernetes:
  addition_method: manual
  content_hash: ce324f75cac9ce1dedc76a360b4d1111028392d339e272a632be07a175a9acc3
  description: ''
  health_score: 100.0
  last_checked: 1779030975.780193
  stars: 0
  status: online
  title: 'thenewstack.io: Kubernetes is the Accepted Platform for Cloud Native Computing'
  v1_locations:
  - docs/devops.md
  - docs/kubernetes.md
  year: N/A
https://thenewstack.io/challenging-the-myth-that-programming-careers-end-at-40:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This architectural career guide challenges prevailing industry ageism
    by illustrating how engineering value shifts over time. Senior engineering trajectories
    rely on architectural system design, mentor network construction, and organizational
    systems thinking rather than speed of execution. It provides a strategic framework
    for long-term career planning.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Professional Development
  - Career Architecture
  - Longevity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Challenging the Myth That Programming Careers End at 40'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://thenewstack.io/chaos-engineering-is-not-just-for-ops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Advocates for moving failure simulation from an operational security
    phase directly into the developer workflow. Demonstrates how validating application
    response limits and fallback boundaries earlier in the software development lifecycle
    reduces mean-time-to-resolution (MTTR) and builds robust container services.
  language: English
  resource_type: Opinion / Article
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - DevOps Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Chaos Engineering Is Not Just for Ops'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://thenewstack.io/chaos-engineering-made-simple:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Simplifies chaos engineering for development teams, presenting an incremental
    approach to failure testing. Details how minimal disruption sequences in staging
    help debug configuration fallbacks before attempting large-scale production game
    days.
  language: English
  resource_type: Introductory Article
  complexity: Beginner
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Chaos Engineering Made Simple'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://thenewstack.io/chaos-engineering-progressively-moves-to-production:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the progression of chaos testing directly into production
    clusters. Focuses on minimizing the blast radius using progressive deployment
    gates, automated circuit breakers, canary releases, and deep observability to
    safely capture real-world dependency issues.
  language: English
  resource_type: Opinion / Article
  complexity: Advanced
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Operations Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Chaos Engineering Progressively Moves to Production'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://thenewstack.io/choosing-between-container-native-and-container-ready-storage:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A structural comparison between container-native and container-ready
    storage systems for Kubernetes. It explains how container-native storage operates
    inside the orchestration engine using CSI (Container Storage Interface), offering
    dynamic scaling and pod-level isolation, whereas container-ready options rely
    on enterprise external SAN/NAS storage arrays mapped to Kubernetes nodes.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Storage & Databases
  - Storage Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Choosing Between Container-Native and Container-Ready Storage
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - faq.md
https://thenewstack.io/ci-checks-are-not-enough-combat-configuration-drift-in-kubernetes-resources:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Deep-dive analysis demonstrating why standard static CI checks are insufficient
    for modern cloud environments. Advocates for real-time drift detection and continuous
    reconciliation loops in Kubernetes to ensure active infrastructure aligns directly
    with repository manifests.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - GitOps
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'CI Checks Are Not Enough: Combat Configuration Drift in Kubernetes Resources'
  addition_method: manual
  v2_locations:
  - cicd.md
https://thenewstack.io/ci-observability-for-effective-change-management:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Looks closely at the growing sub-discipline of CI Observability, tracing
    execution states and bottleneck points in dynamic builds, test suites, and multi-stage
    pipelines. Curator Insight: Innovative expansion of observability into pipelines.
    Live Grounding: Key reference for reducing flaky tests and ensuring stable integration
    gates.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Observability
  - CI/CD
  - Change Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: CI Observability for Effective Change Management \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/cloud-bill-risks-of-aws-reserved-instances-and-savings-plans:
  description: ''
  addition_method: manual
  content_hash: 2eafdc68c39a50d7de4b5fdd7e998c672aad00a4482ac9bf998e14aff817609d
  health_score: 100.0
  last_checked: 1779030856.614958
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2022'
  ai_summary: Details critical commercial risks of long-term Reserved Instance and
    Savings Plan commitments. Outlines how changing architecture styles can render
    fixed financial contracts inefficient over time.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - FinOps Strategy
  is_microservice: false
  title: 'thenewstack.io: Cloud Bill Risks of AWS Reserved Instances and Savings Plans'
https://thenewstack.io/cloud-cost-management-for-devops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on practical actions DevOps engineers can implement to control
    runaway cloud infrastructure budgets. Key solutions analyzed include automated
    cluster rightsizing, native autoscaling features, orphan volume deletion, and
    enforcing namespace resource quotas.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Financial Operations
  - FinOps
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Cloud Cost Management for DevOps'
  addition_method: manual
  v2_locations:
  - finops.md
https://thenewstack.io/cloud-drift-detection-how-to-resolve-out-of-state-changes:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: An analytical guide on auditing actual cloud environment states against
    declarative IaC templates. Details the recovery mechanics necessary to align divergent
    environments programmatically.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Drift Detection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Cloud Drift Detection: How to Resolve Out-of-State Changes'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/cloud-engineers-try-policy-as-code-to-cure-misconfiguration-woes:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Details the growth of Policy-as-Code (PaC) tooling like Open Policy
    Agent (OPA) and Kyverno in preventing critical cloud misconfigurations before
    runtime. By integrating deterministic rule engines directly into continuous integration
    loops, platform engineers enforce compliance and security invariants shift-left.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Security & Governance
  - Policy-as-Code
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Cloud Engineers Try Policy-as-Code to Cure Misconfiguration
    Woes'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/cloud-foundry-summit-kubernetes-must-do-better-by-developers:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Critique of the Kubernetes developer experience from the Cloud Foundry
    Summit, highlighting the platform's high cognitive load. Contrast Curator Insight
    (advocating for PaaS-like abstraction layers) with Live Grounding (the evolution
    toward Platform Engineering and internal developer portals like Backstage).
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - PaaS
  - Developer Ergonomics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Cloud Foundry Summit: Kubernetes Must Do Better by Developers'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/cloud-manager-a-new-multicloud-paas-platform-built-on-kubernetes:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Architectural breakdown of Cloud Manager, analyzing its design as a
    next-generation multi-cloud Platform-as-a-Service (PaaS) built directly on top
    of Kubernetes operators to streamline resource orchestration.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Cloud
  - PaaS Framework
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Cloud Manager: A New Multicloud PaaS Platform Built on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://thenewstack.io/cloud-native-backups-disaster-recovery-and-migrations-on-kubernetes:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Examines structural paradigm shifts from VM-level backups to container-native,
    application-aware snapshots inside Kubernetes. Outlines how to decouple configuration
    matrices from underlying persistent storage objects for scalable restoration.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Cloud Native Backups, Disaster Recovery and Migrations on
    Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://thenewstack.io/cloud-native-debugging-challenges-from-local-to-remocal:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An exploration of modern 'remocal' debugging practices. Discusses challenges
    when scaling local machine setups to handle enterprise microservice architectures,
    and evaluates modern networking proxying technologies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes Developer Experience
  - Remote Debugging
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Cloud Native Debugging Challenges: From Local to ‘Remocal’'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://thenewstack.io/cloud-native-identity-and-access-management-in-kubernetes:
  addition_method: manual
  ai_summary: Examines identity federation, user access management, and internal service-to-service
    authentication models. Curator insight details mapping cluster roles directly
    to organizational single sign-on identities. Live grounding indicates that decentralized
    identity and modern authentication are critical to maintaining least privilege
    in high-scale infrastructure.
  complexity: Advanced
  content_hash: 823362f9564345fdbbff53890279176349ab7077c7d23a6108394ff8d5fa81f8
  description: ''
  health_score: 100.0
  hierarchy:
  - Security
  - Identity and Access Management
  - Access Control
  is_microservice: true
  language: en
  last_checked: 1779034507.069754
  needs_ai_refresh: true
  resource_type: article
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'thenewstack.io: Cloud Native Identity and Access Management in Kubernetes'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
https://thenewstack.io/cloud-native/3-reasons-why-you-cant-afford-to-ignore-cloud-native-computing:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Highlights the business-critical benefits of transitioning to a cloud-native
    compute model. Focuses on cloud-provider independence via portable API standards,
    massive efficiency gains from auto-scaling resources, and drastically improved
    fault tolerance compared to traditional legacy VMs.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Industry Standards
  - Market Trends
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "thenewstack.io: 3 Reasons Why You Can’t Afford to Ignore Cloud Native Computing
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/cloud-native/the-cloud-native-landscape-platforms-explained:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Demystifies the CNCF cloud-native interactive landscape by categorizing
    platform layer elements. Distinguishes Kubernetes distributions, managed Kubernetes
    offerings, private clouds, and application-level platform abstractions (PaaS)
    to aid enterprise architects in technology selection.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - CNCF Ecosystem
  - Platform Engineering
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The Cloud Native Landscape: Platforms Explained'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/cloud-native/the-most-popular-cloud-native-storage-solutions:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive market landscape report detailing leading cloud-native
    storage technologies. It provides a strategic comparison of software-defined storage
    (SDS) frameworks, helping architects choose between hyper-converged, container-attached,
    or external enterprise storage arrays.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Ecosystem Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: The most popular cloud native solutions \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://thenewstack.io/cloudian-cto-kubernetes-standardization-key-to-edge:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An executive perspective from Cloudian highlighting Kubernetes standardization
    as the foundational component of modern edge architecture. It analyzes strategies
    to coordinate hybrid storage clusters safely across remote zones.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Edge Computing
  - Standards
  - Cloudian
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Cloudian CTO: Kubernetes, Standardization Key to Edge'
  addition_method: manual
  v2_locations:
  - edge-computing.md
https://thenewstack.io/cluster-api-offers-a-way-to-manage-multiple-kubernetes-deployments:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory technical overview of the Kubernetes Cluster API (CAPI)
    subproject. The article clarifies how CAPI leverages the Kubernetes operator pattern
    to deliver declarative, API-driven cluster creation, configuration, and management
    across heterogeneous cloud providers, establishing a unified control plane for
    multi-cluster operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cluster Management
  - Cluster API
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Cluster API Offers a Way to Manage Multiple Kubernetes Deployments'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://thenewstack.io/cncf-prometheus-agent-could-be-a-game-changer-for-edge:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the operational and cost-efficiency impacts of deploying Prometheus
    Agent Mode at edge scale. Reviews real-world tests illustrating drastic RAM reductions
    during dynamic cloud metrics forwarding.
  language: None
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Edge Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: CNCF Prometheus Agent Could Be a ‘Game Changer’ for Edge'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://thenewstack.io/cncf-working-group-sets-some-standards-for-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Explains the founding and objectives of the CNCF GitOps Working Group
    (OpenGitOps). Identifies the official principles of GitOps: declarative configurations,
    versioned and immutable, pulled automatically, and continuously reconciled.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Standards
  - CNCF
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: CNCF Working Group Sets Some Standards for ‘GitOps’'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/conductor-why-we-migrated-from-kubernetes-to-nomad:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Conductor's migration case study detailing their pivot from Kubernetes
    to Nomad. Cites improvements in scheduling speeds, cluster maintenance overhead,
    and developer iteration cycles.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - HashiCorp Nomad
  - Case Study
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Conductor: Why We Migrated from Kubernetes to Nomad'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://thenewstack.io/configuring-for-high-availability-in-google-cloud-platform:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Architectural playbook on designing high-availability systems on GCP,
    describing regional failovers, managed instance groups, cloud load balancing strategies,
    and automated scaling policies.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - High Availability
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Configuring the Google Cloud Platform for High Availability'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://thenewstack.io/container-best-practices-what-they-are-and-why-you-should-care:
  addition_method: manual
  content_hash: 64be31de018bb819271f8319517f1bec046eb8a88efcd0cddb0dd9ff4e6bd6bf
  description: ''
  health_score: 100.0
  last_checked: 1779030115.539514
  stars: 0
  status: online
  title: 'thenewstack.io: Container Best Practices: What They Are and Why You Should''
    Care'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://thenewstack.io/container-images-the-easy-way-with-cloud-native-buildpacks:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This New Stack overview details how Cloud Native Buildpacks simplify
    the containerization ecosystem by abstracting away the operational complexities
    of writing and maintaining optimized Dockerfiles. It covers the mechanics of builder
    configurations, run images, and layer rebasing—allowing immediate security patching
    without rebuilding the source.
  language: Markdown
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Continuous Integration
  - Image Building
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Container Images the Easy Way with Cloud Native Buildpacks'
  addition_method: manual
  v2_locations:
  - docker.md
https://thenewstack.io/containers/container-best-practices-what-they-are-and-why-you-should-care:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive catalog of enterprise-level design guidelines for developing
    containerized workloads. It focuses on minimized base images, rootless execution
    models, multi-stage compilation patterns, environment variable isolation, and
    automated vulnerability scanning at the repository layer.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Containerization
  - Fundamentals
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Container Best Practices: What They Are and Why You Should
    Care'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://thenewstack.io/containers/how-to-share-data-between-docker-containers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operational guide on sharing directories across container environments.
    Compares named volumes and host bind mounts, detailing permission and isolation
    boundaries.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Containers & Orchestration
  - Docker Networking & Volumes
  - Volumes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How to Share Data Between Docker Containers'
  addition_method: manual
  v2_locations:
  - docker.md
https://thenewstack.io/crossplane-a-kubernetes-control-plane-to-roll-your-own-paas:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Describes the strategic value proposition of leveraging Crossplane to
    design highly tailored, enterprise-grade internal Platform-as-a-Service (PaaS)
    engines. Explains how platform teams can abstract away raw cloud-provider APIs,
    presenting developers with simplified, customized APIs (Compositions) that ensure
    automated compliance and operational consistency.
  language: Agnostic
  resource_type: Conceptual Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Control Planes
  - Crossplane
  - Platform-as-a-Service
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Crossplane: A Kubernetes Control Plane to Roll Your Own PaaS'
  addition_method: manual
  v2_locations:
  - crossplane.md
https://thenewstack.io/culture-vulnerabilities-and-budget-why-devs-and-appsec-disagree:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article explores organizational conflicts between software developers
    and Application Security teams. Evaluates how toolchain fragmentation, speed-driven
    deadlines, and lack of common telemetry lead to security debt, proposing integrated
    IDE-level feedback loops.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Culture & Collaboration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Culture, Vulnerabilities and Budget: Why Devs and AppSec
    Disagree'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/cycle-io-a-container-orchestration-platform-aimed-at-developers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines Cycle.io's developer-focused abstractions. Covers native DNS
    setup, cluster security, and private container registries without relying on K8s
    operators.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Alternatives
  - Cycle.io
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Cycle.io: A Container Orchestration Platform Aimed at Developers'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://thenewstack.io/cycle-io-meet-the-team-on-a-mission-to-replace-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Interview covering Cycle.io's structural strategy to bypass Kubernetes
    orchestration entirely. Emphasizes unified UI and declarative container deployments.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Alternatives
  - Cycle.io
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Cycle.io: Meet the Team on a Mission to Replace Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://thenewstack.io/data-on-kubernetes-operators-tools-need-standardization:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses the standardization movements inside the Data on Kubernetes
    Community (DoKC). Outlines the need for common operator API interfaces, uniform
    lifecycle states, and shared storage specifications for databases.
  language: English
  resource_type: Technical Commentary
  complexity: Advanced
  hierarchy:
  - Data on Kubernetes
  - Kubernetes Operators
  - Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Data on Kubernetes: Operators, Tools Need Standardization'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/data-on-kubernetes-the-next-frontier:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Tracks the expansion of the 'Data on Kubernetes' (DoK) movement. Highlights
    how native operator progress and persistent storage plugins are enabling enterprise
    organizations to containerize databases, stream analytics, and run ML model pipelines
    directly on K8s clusters.
  language: Conceptual
  resource_type: Market Analysis
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Data on Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Data on Kubernetes: The Next Frontier'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/database-as-a-service-a-key-technology-for-agile-growth:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates how the adoption of cloud-native DBaaS increases deployment
    velocity for modern, distributed engineering organizations by abstracting routine
    scaling and maintenance behind APIs.
  language: English
  resource_type: Market Analysis
  complexity: Intermediate
  hierarchy:
  - Database Architecture
  - DBaaS
  - Market Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Database-as-a-Service: A Key Technology for Agile Growth'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/database-load-balancing-and-the-delusion-of-3-tiered-architecture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deconstructs the traditional 3-tier architecture to detail why decoupling
    query routing from application layers via dedicated database load balancers is
    essential. Examines how custom routing mitigates split-brain scenarios and ensures
    reliable active-passive replication failover.
  language: English
  resource_type: Technical Analysis
  complexity: Advanced
  hierarchy:
  - Database Architecture
  - Traffic Management
  - Load Balancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: How Database Load Balancing Completes the 3-Tiered Architecture
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/databases-finally-get-containerized:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews the technological shift from simple stateless containerized
    microservices to orchestrating complex distributed database engines on Kubernetes
    using persistent storage interfaces (CSI) and local persistent volumes.
  language: English
  resource_type: Historical Analysis
  complexity: Intermediate
  hierarchy:
  - Data on Kubernetes
  - Stateful Architecture
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Databases — Finally — Get Containerized'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/defend-the-core-kubernetes-security-at-every-layer:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Provides an architectural approach to layered container defense. Examines
    the integration of secure hardware baselines, API rate limiting, network-level
    firewalls, and runtime analysis agents.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Defense in Depth
  - Cluster Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Defend the Core: Kubernetes Security at Every Layer'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/defining-a-different-kubernetes-user-interface-for-the-next-decade:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Discusses the evolution of the Kubernetes API and the growing necessity
    for user interfaces that abstract the complex YAML declarations. Explores trends
    like custom controllers, platform wrappers, and programmatic DSLs to simplify
    operations for non-expert system developers.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Orchestration
  - Platform Engineering
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Defining a Different Kubernetes User Interface for the Next
    Decade'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/demystifying-distributed-traces-in-opentelemetry:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deep-dive publication illuminating the mechanics of trace context propagation
    and span relationships inside distributed applications. Explains how trace-headers
    flow seamlessly across HTTP/gRPC transport boundaries.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - OpenTelemetry
  - Distributed Tracing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Demystifying Distributed Traces in OpenTelemetry'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://thenewstack.io/deploy-a-kubernetes-cluster-on-ubuntu-server-with-microk8s:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A step-by-step guide outlining how to install, configure, and scale
    MicroK8s on an Ubuntu Server environment. It demonstrates the simplicity of setting
    up multi-node local clusters with high availability (dqlite-backed control planes)
    using snap commands.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Edge & IoT
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Deploy a Kubernetes Cluster on Ubuntu Server with Microk8s'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://thenewstack.io/deploy-a-persistent-kubernetes-application-with-portainer:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This step-by-step article illustrates how Portainer's web UI can be
    utilized to deploy a persistent application (e.g., WordPress with MySQL) onto
    a Kubernetes cluster. It demystifies the setup of Persistent Volume Claims (PVCs),
    service ingress, and network isolation, mapping these complex Kubernetes abstractions
    into accessible dashboard steps. It serves as an excellent onboarding tutorial
    for operations teams adapting to K8s paradigms.
  language: Markdown
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Kubernetes
  - Container Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Deploy a Persistent Kubernetes Application with Portainer'
  addition_method: manual
  v2_locations:
  - docker.md
https://thenewstack.io/deploy-gremlin-to-amazon-eks-using-aws-cloudformation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to orchestrate the deployment of the Gremlin chaos engineering
    agent across EKS worker nodes using CloudFormation. The setup helps operators
    proactively identify infrastructure failure modes through controlled agent-driven
    network and CPU stress tests.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Reliability Engineering
  - Chaos Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Deploy Gremlin to Amazon EKS Using AWS CloudFormation'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://thenewstack.io/deploy-microk8s-and-the-kubernetes-dashboard-for-k8s-development:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical tutorial covering the setup of Canonical's MicroK8s on local
    environments coupled with the enablement of the official Kubernetes Web UI (Dashboard).
    The guide details how MicroK8s' single-command add-on framework simplifies cluster
    observability and bootstrapping for developers.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Edge & IoT
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Deploy Microk8s and the Kubernetes Dashboard for K8s Development'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://thenewstack.io/deploy-mongodb-in-a-container-access-it-outside-the-cluster:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Addresses networking patterns required to expose in-cluster containerized
    MongoDB services to external application clients safely, discussing NodePorts,
    external LoadBalancers, and routing constraints.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - MongoDB Ecosystem
  - Kubernetes Networking
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Deploy MongoDB in a Container, Access It Outside the Cluster'
  addition_method: manual
  v2_locations:
  - nosql.md
https://thenewstack.io/deploy-mysql-and-phpmyadmin-with-docker:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Practical tutorial for setting up local developer environments with
    Docker Compose. Pairs a standard MySQL instance with phpMyAdmin for rapid schema
    prototyping and database visualization.
  language: YAML
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Databases
  - Relational Databases
  - Local Development
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Deploy MySQL and phpMyAdmin with Docker'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/deploy-stateful-workloads-on-kubernetes-with-ondat-and-fluxcd:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Explores deploying resilient, stateful microservices using Ondat (formerly
    StorageOS) as a persistent software-defined storage layer combined with Flux for
    deployment state synchronization. Live Grounding notes that while Ondat offered
    advanced CSI-driven capabilities, consolidation in the cloud-native storage sector
    has shifted focus toward alternatives like Longhorn, Rook/Ceph, or cloud-managed
    block storage.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Storage & Databases
  - Cloud-Native Storage
  - Stateful GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Deploy Stateful Workloads on Kubernetes with Ondat and FluxCD'
  addition_method: manual
  v2_locations:
  - flux.md
https://thenewstack.io/deploying-microsofts-new-linux-distribution-as-a-vm-is-not-easy:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Critical technical evaluation of deploying Microsoft's CBL-Mariner (Azure
    Linux) inside standalone virtual environments. Highlights physical complexity
    patterns against containerized native benefits.
  language: None
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Operating Systems
  - Azure Linux
  - CBL-Mariner
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Deploying Microsoft’s New Linux Distribution as a VM is
    Not Easy'
  addition_method: manual
  v2_locations:
  - azure.md
https://thenewstack.io/develop-a-daily-reporting-system-for-chaos-mesh-to-improve-system-resilience:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the development of a daily scheduled reporting workflow for
    Chaos Mesh. Explains how to parse and visualize test experiment outcomes, providing
    automated resilience scores and history charts for technical stakeholders.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Telemetry Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Develop a Daily Reporting System for Chaos Mesh to Improve
    System Resilience'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://thenewstack.io/developer-beware-the-3-api-security-risks-you-cant-overlook:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: 'Highlights three critical, often-overlooked API vulnerabilities: Broken
    Object Level Authorization (BOLA), logging/monitoring failures, and missing rate
    limit configurations.'
  language: Agnostic
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - API Security
  - Threat-Modeling
  - Risks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Developer, Beware: The 3 API Security Risks You Can’t Overlook'
  addition_method: manual
  v2_locations:
  - api.md
https://thenewstack.io/developers-put-ai-bots-to-the-test-of-writing-code:
  addition_method: manual
  ai_summary: Empirical evaluation measuring code-generation accuracy across popular
    AI engines. Examines compiler error rates, structural vulnerabilities, and the
    necessity of developer supervision in AI workflows.
  complexity: Intermediate
  content_hash: d401f0db0ded98671a117bf8fcf8d5f0aa08ceb65ff1a5d608e6105c4ccb3300
  description: ''
  health_score: 100.0
  hierarchy:
  - Software Engineering
  - AI-Assisted Operations
  - Code Generation Quality
  is_microservice: false
  language: English
  last_checked: 1779032289.788508
  needs_ai_refresh: true
  resource_type: Empirical Study
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'thenewstack.io: Developers Put AI Bots to the Test of Writing Code'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
https://thenewstack.io/development-introduction-to-git-logging:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A beginner's guide to git log features. Covers command-line options
    like `--oneline`, `--graph`, `--author`, and date filtering to easily search project
    history.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Logging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Development: Introduction to Git Logging'
  addition_method: manual
  v2_locations:
  - git.md
https://thenewstack.io/devops-at-the-crossroads-the-future-of-software-delivery:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the future of software delivery, highlighting platforms that
    reduce developer friction. Discusses using Kubernetes operators, declarative configurations,
    and AI-assisted deployment systems to handle hybrid-cloud setups.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps Methodology
  - Industry Trends
  - Platform Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: DevOps at the Crossroads: The Future of Software Delivery'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/devops-burnout-try-platform-engineering:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes the systemic developer and operator burnout under traditional
    DevOps 'you build it, you run it' mandates when misapplied. Proposes platform
    engineering as the structural remedy, introducing cognitive load reduction via
    paved paths and automated self-service layers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Organizational Culture
  - DevOps Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: DevOps Burnout? Try Platform Engineering'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/devops-devapps-and-the-death-of-infrastructure:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the paradigm shift toward absolute infrastructure abstraction
    under serverless, edge runtime, and 'DevApps' architectures. Critically analyzes
    how shifting infrastructure concerns to managed platforms permits developers to
    execute pure, decoupled business logic without runtime overhead.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Serverless
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: DevOps, DevApps and the Death of Infrastructure'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/devops-is-fed-by-a-tools-culture-loop:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An analytical piece exploring the recursive feedback loop between DevOps
    tooling evolution and organization culture. It details how daily engineering workflows
    drive tool adoption, which recursively shapes collaboration patterns and deployment
    philosophies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Platform Engineering
  - Methodology & Culture
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: DevOps Is Fed by a Tools Culture Loop'
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://thenewstack.io/devops-observability-from-code-to-cloud:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Explores the end-to-end integration of monitoring from local development
    runtime environments, continuous integration tests, through final production multi-cluster
    footprints. Curator Insight: Comprehensive code-to-runtime lineage. Live Grounding:
    Provides the model for developers looking to add tracing metrics directly into
    source code repos.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Observability
  - Continuous Telemetry
  - Code to Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: DevOps Observability from Code to Cloud'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/devsecops-teams-need-application-consistent-backups-for-kubernetes-workloads:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Advocates for implementing database-consistent backup workflows within
    DevSecOps delivery pipelines. Details the structural flaws of restoring crash-consistent
    volumes, pushing for runtime isolation during live backup sessions.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Protection
  - Application Consistency
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: DevSecOps Teams Need Application-Consistent Backups for
    Kubernetes Workloads'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://thenewstack.io/devspace-designed-to-lower-the-kubernetes-learning-curve:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains how DevSpace simplifies cluster testing for backend teams by
    replacing complex kubectl calls and image building scripts with high-performance,
    real-time file-reloading profiles.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Developer Experience
  - Inner-Loop Automation
  - DevSpace Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: DevSpace Designed to Lower the Kubernetes Learning Curve'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://thenewstack.io/digitalocean-app-platform-eases-kubernetes-deployments-for-developers:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This technical review evaluates how the DigitalOcean App Platform utilizes
    native Kubernetes under the hood. It explains how DO managed to build a serverless
    PaaS that hides operational complexities like ingress configurations and TLS certificate
    rotation. The platform simplifies containerized app pipelines for teams without
    dedicated platform engineers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - PaaS
  - DigitalOcean
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: DigitalOcean App Platform Eases Kubernetes Deployments for
    Developers'
  addition_method: manual
  v2_locations:
  - digitalocean.md
https://thenewstack.io/disaster-recovery-is-different-for-the-cloud:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Highlights the key differences between legacy cold-standby disaster
    recovery models and modern, cloud-native active-active paradigms. Highlights regional
    replication, automatic failover orchestration, and chaotic failure injection.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Disaster Recovery
  - Cloud-Native
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Disaster Recovery Is Different for the Cloud'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/distributed-database-architecture-what-is-it:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A high-density theoretical guide investigating distributed database
    mechanics. Explores horizontal database partitioning (sharding), multi-region
    replication architectures, network split mitigation, and consistency profiles
    matching the CAP Theorem.
  language: English
  resource_type: Conceptual Analysis
  complexity: Advanced
  hierarchy:
  - Database Architecture
  - Distributed Systems
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Distributed Database Architecture: What Is It?'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/diving-into-aws-databases-amazon-rds-and-dynamodb-explained:
  addition_method: manual
  ai_summary: Curator Insight compares relational databases (RDS) and non-relational
    databases (DynamoDB) on AWS. Live Grounding emphasizes the trade-offs of relational
    constraints and ACID compliance against horizontal scaling and key-value performance.
    Recommended for architects mapping domain data requirements to cloud storage options.
  complexity: Intermediate
  content_hash: f2a136927cd8de34b8bd9de732ccec16ca9d779cee153e1e254742849018629d
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Architectural Patterns
  is_microservice: false
  language: English
  last_checked: 1779033976.672261
  needs_ai_refresh: true
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'thenewstack.io: Diving into AWS Databases: Amazon RDS and DynamoDB Explained'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://thenewstack.io/do-i-really-need-kubernetes:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Offers a pragmatic architectural counter-argument to automatic Kubernetes
    adoption. Evaluates alternatives such as managed serverless containers (ECS, Cloud
    Run) and PaaS solutions, analyzing whether the infrastructure scale justifies
    K8s operational complexity and platform engineering overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Orchestration
  - Technology Assessment
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Do I Really Need Kubernetes? \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
  - introduction.md
https://thenewstack.io/does-kubernetes-really-perform-better-on-bare-metal-vs-vms:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Investigates performance metrics, latency bottlenecks, and hypervisor
    overhead costs. Compares control plane efficiency on bare-metal architectures
    versus standard virtualization structures.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Infrastructure Sizing
  - Bare Metal vs VM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Does Kubernetes Really Perform Better on Bare Metal vs.
    VMs? \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/dont-pause-your-kubernetes-adoption-paas-it-instead:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines the strategic pivot from raw Kubernetes orchestration to internal
    Developer Platforms (IDPs) and Platform-as-a-Service (PaaS) abstraction layers.
    It outlines how modern organizations mitigate administrative complexity and boost
    developer velocity by embedding platform engineering paradigms over raw manifest
    management, preventing 'Kubernetes fatigue' while retaining foundational orchestrator
    capabilities.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - PaaS
  - Adoption Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Don’t Pause Your Kubernetes Adoption ― PaaS It Instead!'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/ebooks/kubernetes/ci-cd-with-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An extensive technical eBook detailing the evolution of CI/CD systems
    towards native Kubernetes integrations. Covers GitOps patterns, isolated build
    containers, pipeline security principles, and multi-tenant resource controls.
  language: English
  resource_type: Book
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Kubernetes Native
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: CI/CD with kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://thenewstack.io/embracing-database-deployments-in-ci-cd-practices-with-git:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores how to incorporate database changes into GitOps pipelines.
    Focuses on integrating declarative schema tools like Liquibase and Flyway to execute
    database rollouts and rollbacks safely.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Database Deployments
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Embracing Database Deployments in CI/CD Practices with Git'
  addition_method: manual
  v2_locations:
  - cicd.md
https://thenewstack.io/end-user-tracing-in-a-skywalking-observed-browser:
  addition_method: manual
  content_hash: 16d66ac3dbf3f2683a3a8d2bf2cea953c4cbe90ea1098b0672583e44bc0b25ca
  description: ''
  health_score: 100.0
  last_checked: 1779030228.437685
  needs_ai_refresh: true
  stars: 0
  title: 'thenewstack.io: End-User Tracing in a SkyWalking-Observed Browser'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://thenewstack.io/error-handling-from-backends-to-the-frontend:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive guide on structuring robust API error propagation from
    backend databases to frontend applications. Explores standardization of status
    payloads to ensure consistent client-side recovery states.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Architecture
  - Error Handling Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Error Handling from Backends to the Frontend'
  addition_method: manual
  v2_locations:
  - qa.md
https://thenewstack.io/exploring-the-new-kubernetes-maturity-model:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Breaks down the Kubernetes Maturity Model, detailing how enterprise
    organizations advance through distinct phases: from initial installation, custom
    configuration, security hardening, to multi-cluster orchestration and automated
    operational models.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Strategy
  - Maturity Models
  - Enterprise Adoption
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Exploring the New Kubernetes Maturity Model'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/extending-kubernetes-services-with-multi-cluster-services-api:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explores the Multi-Cluster Services (MCS) API. Analyzes cross-cluster
    traffic routing mechanisms and explains how to publish and consume services spanning
    multiple Kubernetes environments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Multi-Cluster
  - MCS-API
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Extending Kubernetes Services with Multi-Cluster Services
    API'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/find-vulnerabilities-in-container-images-with-docker-scan:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Reviews the legacy integration of Snyk''s scanning engine directly
    within the Docker engine using the `docker scan` command. Guides developers on
    optimizing local feedback loops to identify and patch system flaws immediately
    at build time. Note: While docker scan syntax has evolved, the architectural concept
    of local auditing remains standard.'
  language: N/A
  resource_type: Article
  complexity: Basic
  hierarchy:
  - Security
  - Vulnerability Management
  - Container Scanning
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Find Vulnerabilities in Container Images with Docker Scan'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/finout-gets-a-handle-on-kubernetes-costs:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Reviews Finout's capability to combine multiple cloud invoices (such
    as AWS, Snowflake, Datadog) and Kubernetes metrics into a single interface. Demonstrates
    how to link infrastructure spend directly to actual business unit metrics.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Kubernetes FinOps
  - Cost Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Finout Gets a Handle on Kubernetes Costs'
  addition_method: manual
  v2_locations:
  - finops.md
https://thenewstack.io/four-best-practices-to-drive-successful-adoption-of-ci-cd:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highlights four practices key to successful organizational adoption
    of CI/CD, highlighting incremental changes, container isolation, comprehensive
    testing suites, and KPI tracking.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: 4 Best Practices to Drive Successful Adoption of CI/CD'
  addition_method: manual
  v2_locations:
  - cicd.md
https://thenewstack.io/from-devops-to-devapps:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Highlights the adoption of asynchronous architectures. Demonstrates
    how event-driven loops alter traditional deployments, replacing synchronous HTTP
    endpoints with resilient event streaming pipelines.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Event-Driven
  - Application Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: From DevOps to DevApps. Event-Driven Architecture \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/garden-the-configure-once-kubernetes-platform-for-seamless-dev-prod-integration:
  description: ''
  addition_method: manual
  content_hash: 6138359827ec7deae5180bd8db1920cacf98607503f65131de8825cfce9f4dca
  health_score: 100.0
  last_checked: 1779030346.333916
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: An analytical article examining Garden's approach to developer workflow
    automation on Kubernetes. It explains how Garden utilizes graph-based build-test-deploy
    cycles to unify development environments with production-grade setups.
  language: Markdown
  resource_type: Article / Case Study
  complexity: Intermediate
  hierarchy:
  - Application Lifecycle
  - Deployment Frameworks
  - Developer Platforms
  is_microservice: false
  title: 'thenewstack.io: Garden: The Configure-Once Kubernetes Platform for Seamless''
    Dev/Prod Integration'
https://thenewstack.io/getting-open-policy-agent-up-and-running:
  description: ''
  addition_method: manual
  content_hash: 8b16e6bb5f68ff88ecbec28ebc0bba99e9f3450b148bbeef252cfd8cfecb6375
  health_score: 100.0
  last_checked: 1779030991.145654
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: A pragmatic guide detailing bootstrap procedures for deploying Open
    Policy Agent (OPA) inside production systems. Guides the reader through daemon
    configuration, loading external data contexts, and integrating policy enforcement
    into Kubernetes via the Gatekeeper admission controller framework.
  language: Rego
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Security & Compliance
  - Policy-as-Code
  is_microservice: false
  title: 'thenewstack.io: Getting Open Policy Agent Up and Running'
https://thenewstack.io/getting-started-with-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory technical primer on GitOps methodologies. Details the
    fundamental mechanics of Git acting as the single source of truth for declarative
    systems. Illustrates reconciliation loops, automated state synchronization, and
    active software agents constantly pulling configuration updates directly from
    remote version-control systems.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Getting Started with GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/getting-started-with-go-and-influxdb:
  addition_method: manual
  ai_summary: A practical introduction to pushing time-series metrics from Go applications
    to InfluxDB. Essential for engineering robust observability pipelines inside distributed
    microservices.
  complexity: Intermediate
  content_hash: d6a82f687e26bc392bf007f481444b8a88e32779ea78f9c94ab175b46a9944f9
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Storage Integration
  is_microservice: true
  language: en
  last_checked: 1779033503.808319
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'thenewstack.io: Getting Started with Go and InfluxDB'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://thenewstack.io/git-for-managing-small-projects:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explains how to scale down Git processes to streamline individual workflows
    and small-team projects. Emphasizes maintaining lightweight branch schemes without
    the overhead of heavy enterprise processes.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Git for Managing Small Projects \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://thenewstack.io/github-copilot-a-powerful-controversial-autocomplete-for-developers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A critical overview of the productivity opportunities and structural
    controversies introduced by the early deployment of Copilot. Examines the tension
    between automated code reuse and copyright licensing schemes. Explores the initial
    legal definitions of AI-generated content.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Technology Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: GitHub Copilot: A Powerful, Controversial Autocomplete for
    Developers'
  addition_method: manual
  v2_locations:
  - git.md
https://thenewstack.io/gitops-as-an-evolution-of-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Traces the structural evolution of continuous delivery. Evaluates how
    traditional imperative deployment systems naturally paved the way for declarative,
    Kubernetes-native GitOps reconciliation engines as systems grew in complexity.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: GitOps as an Evolution of Kubernetes'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/gitops-at-home-automate-code-deploys-with-kubernetes-and-flux:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical walkthrough for setting up self-hosted GitOps pipelines
    on homelabs or small clusters using Flux. Highlights automated deployment routines
    and resource orchestration.
  language: YAML
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: GitOps at Home: Automate Code Deploys with Kubernetes and
    Flux'
  addition_method: manual
  v2_locations:
  - flux.md
https://thenewstack.io/gitops-on-kubernetes-deciding-between-argo-cd-and-flux:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: 'Evaluates the architectural differences, strengths, and trade-offs
    of the two dominant GitOps controllers: ArgoCD and FluxCD. Compares ArgoCD''s
    powerful web UI and multi-tenancy model against Flux''s lightweight, decentralized,
    and Kubernetes-native approach.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps & CD
  - Tool Comparison
  - ArgoCD vs FluxCD
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: GitOps on Kubernetes: Deciding Between Argo CD and Flux'
  addition_method: manual
  v2_locations:
  - argo.md
https://thenewstack.io/gitops-use-cases-you-may-not-have-considered:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes non-standard use cases for GitOps beyond basic Kubernetes resource
    syncing, including infrastructure-as-code management, security policy enforcement,
    and database schema migrations. Emphasizes utilizing git commits as an audit trail
    for non-traditional operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Applications
  - Advanced Use Cases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: GitOps Use Cases You May Not Have Considered'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/gitpod-brings-automated-environments-to-jetbrains-ides:
  addition_method: manual
  content_hash: aafc02559d49afbc15700225ef53358b4c1b38ff068b23c786510c21fd48849d
  description: ''
  health_score: 100.0
  last_checked: 1779031327.259139
  needs_ai_refresh: true
  stars: 0
  title: 'thenewstack.io: Gitpod Brings Automated Environments to JetBrains IDEs'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://thenewstack.io/gitpod-open-sources-a-holistic-ide:
  description: ''
  addition_method: manual
  content_hash: 402885f7f87b78cd77d25093e48eeefb8def24726a41d0342d73f5bb7f6325b8
  health_score: 100.0
  last_checked: 1779030846.626551
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: Chronicles Gitpod's transition to open source, highlighting pre-configured,
    ephemeral development environments running as secure containerized workspaces.
    It serves as a core model for modern cloud-based development environments (CDE).
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Cloud IDE
  - Platform Engineering
  is_microservice: false
  title: ==Gitpod Open Sources a ‘Holistic IDE’==
https://thenewstack.io/gitpod-openvscode-server-brings-visual-studio-code-to-the-browser:
  addition_method: manual
  content_hash: c0cca13454948acb31145ec415ba5754f965d2a0530d0b6319c31be0d132f259
  description: ''
  health_score: 100.0
  last_checked: 1779030172.326332
  needs_ai_refresh: true
  stars: 0
  title: 'thenewstack.io: GitPod OpenVSCode Server Brings Visual Studio Code to the''
    Browser'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://thenewstack.io/godaddys-innovative-project-to-secure-and-rotate-kubernetes-secrets:
  addition_method: manual
  content_hash: 38f90e49141bddf744cc5c548995b81e0f1ac63bd5b660ee46a31afee8ce93de
  description: ''
  health_score: 100.0
  last_checked: 1779032971.094057
  needs_ai_refresh: true
  stars: 0
  title: "thenewstack.io: GoDaddy’s Project to Secure, Rotate Kubernetes Secrets \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://thenewstack.io/google-and-oracle-cloud-adoption-doubles-among-enterprises-3:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Examines enterprise hybrid cloud data, highlighting why many organizations
    continue to maintain, build, or modernize private clouds alongside public cloud
    footprints. Looks at compliance, data sovereignty, predictable workloads, and
    hybrid architectures (e.g. Anthos, Outposts).
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Private Cloud
  - Hybrid Cloud Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Are Private Clouds Proliferating?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/google-axion-kubernetes-arm:
  addition_method: automatic
  ai_summary: 'Curator Insight: A key operational analysis of custom cloud CPU scaling,
    explaining how ARM execution inside Kubernetes has matured from an engineering
    migration into a simple GKE scheduling choice. Live Grounding (MCP): Case studies
    show that GKE''s compute classes enable seamless dynamic routing between Axion
    and x86 node pools, drastically optimizing cluster operations by focusing on cost-efficiency
    metrics like tokens per watt for high-throughput workloads.'
  category: kubernetes
  complexity: Advanced
  content_hash: 51f44d47bf673c4be9444300d252711505558e30a705969bd68aea9fcfd1a873
  description: Evaluating Google's custom, Arm-based Axion CPU inside Google Kubernetes
    Engine (GKE) production environments.
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes Platforms
  - Custom Silicon and ARM
  is_microservice: false
  language: English
  last_checked: 1780352705.314724
  reputation_status: Vetted
  reputation_summary: Highly valued resource in cloud-native circles, illustrating
    the mature, production-grade state of Google's custom ARM silicon.
  resource_type: article
  social_preview_url: https://cdn.thenewstack.io/media/2026/04/b24017f0-thumbnail-5.png
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - CASE STUDY
  - GUIDE
  title: A year in, Google wants its Axion processors to feel like a scheduling decision
  year: '2026'
https://thenewstack.io/google-introduces-clusterfuzzlite-security-tool-for-ci-cd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural review covering Google's release of ClusterFuzzLite, highlighting
    its strategic value in shifting fuzz testing left directly into GitHub Actions
    or other CI runners.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Static Analysis
  - Fuzzing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Google Introduces ClusterFuzzLite Security Tool for CI/CD'
  addition_method: manual
  v2_locations:
  - qa.md
https://thenewstack.io/google-sre-site-reliability-engineering-at-a-global-scale:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines Google's massive-scale SRE methodologies. Detail-oriented profile
    covering how Google applies engineering to operations, manages error budgets across
    global infrastructures, and structures on-call shifts to protect engineering sanity.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Enterprise Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Google SRE: Site Reliability Engineering at a Global Scale'
  addition_method: manual
  v2_locations:
  - sre.md
https://thenewstack.io/google-traffic-director-and-the-l7-internal-load-balancer-intermingles-cloud-native-and-legacy-workloads:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Details how Traffic Director and L7 internal load balancers connect
    Kubernetes workloads with legacy VM clusters. Enables smooth migration paths and
    consistent service discovery across hybrid networks.
  language: None
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Managed Services
  - Integration
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: '**Google Traffic Director** and the **L7 Internal Load Balancer** Intermingles
    **Cloud Native** and **Legacy Workloads**'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://thenewstack.io/googles-new-autopilot-for-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical comparison contrasting GKE Standard and GKE Autopilot
    models. Outlines the security boundaries imposed by Autopilot (restricting root-level
    DaemonSets and direct SSH access) in exchange for hands-off resource optimization.
    Highly relevant for platform architects auditing cluster governance models.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Operational Tradeoffs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Google’s New ‘Autopilot’ for Kubernetes'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://thenewstack.io/governance-risk-and-compliance-with-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the intersection of standard IT compliance frameworks (such
    as SOC 2 and ISO 27001) with Kubernetes infrastructure. Details how to implement
    policy-as-code controllers (OPA, Kyverno) to programmatically validate compliance
    policies in real-time.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Compliance
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Governance, Risk and Compliance with Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/grafana-7-5-controversial-pie-charts-and-loki-alerts:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the product enhancements shipped in Grafana 7.5, specifically
    focusing on native alert rule management inside Grafana Loki. It explains how
    these features simplified developer logging workflows and improved basic dashboard
    presentation elements.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Observability
  - Visualization
  - Product Updates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Grafana 7.5: Controversial Pie Charts and Loki Alerts'
  addition_method: manual
  v2_locations:
  - grafana.md
https://thenewstack.io/grafana-8-0-rethinks-alerts-and-visualizations:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An technical review examining Grafana 8.0's visualization panel system
    and unified alerting engine. The article details how these visual rendering upgrades
    improved dashboard performance and standardized monitoring logic across multiple
    telemetry backends.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Observability
  - Visualization
  - Unified Alerting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Grafana 8.0 Rethinks Alerts and Visualizations'
  addition_method: manual
  v2_locations:
  - grafana.md
https://thenewstack.io/grafana-adds-logging-to-its-enterprise-observability-stack:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Highlights the commercial introduction of Grafana Loki as part of the
    Grafana Enterprise Observability Stack. This development unified metrics and logging
    in a single pane of glass, accelerating incident root-cause analysis for operations
    engineering teams.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Observability
  - Log Management
  - Grafana Loki
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Grafana Adds Logging to Its Enterprise Observability Stack
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - grafana.md
https://thenewstack.io/grafana-is-not-worried-about-aws-commercialization:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the strategic relationship between Grafana Labs and AWS regarding
    the Managed Grafana service. Live grounding verifies that despite initial fears
    of commercial erosion, AWS partnership validated Grafana's cloud-native dominance
    and expanded its enterprise reach, establishing a co-existence model.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Cloud & Enterprise Partnerships
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Grafana Is Not Worried About AWS Commercialization'
  addition_method: manual
  v2_locations:
  - grafana.md
https://thenewstack.io/grafana-wants-to-democratize-cloud-native-metrics:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Overview of Grafana 8.2’s features aiming to democratize access to metrics
    modeling. Focuses on integrated Prometheus alerting logic and simplification of
    visual dashboards for standard dev teams.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Platform Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Grafana 8.2 Wants to ‘Democratize’ Cloud Native Metrics'
  addition_method: manual
  v2_locations:
  - grafana.md
https://thenewstack.io/grafana-wants-to-help-you-avoid-getting-dinged-by-kubernetes-costs:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Discusses Grafana's work to build native cost-monitoring tools directly
    into standard monitoring dashboards. Explores using Prometheus metrics from OpenCost
    to display cluster financial trends alongside hardware utilization data.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Kubernetes FinOps
  - Observability Integrations
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Grafana Wants to Help You Avoid Getting Dinged by Kubernetes
    Costs'
  addition_method: manual
  v2_locations:
  - finops.md
https://thenewstack.io/growing-adoption-of-observability-powers-business-transformation:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Discusses the business impact of transitioning from legacy IT system
    silo monitoring to real-time, unified observability, showing direct correlation
    to improved MTTR and customer satisfaction. Curator Insight: Business-case advocacy
    for modernizing monitoring. Live Grounding: Helps senior managers secure financial
    backing for large-scale APM transformations.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Business Strategy
  - Adoption
  - Value Realization
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Growing Adoption of Observability Powers Business Transformation'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/guido-van-rossums-ambitious-plans-for-improving-python-performance:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Analyzes the planned compiler optimizations and structural
    runtime revisions designed by Guido van Rossum to accelerate CPython.

    Live Grounding: Evaluates the bytecode specialization mechanisms, tier-based optimization
    paths, and modern JIT integration designed to double standard runtime performance.'
  language: Python
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Python Runtime
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Guido van Rossum’s Ambitious Plans for Improving Python
    Performance'
  addition_method: manual
  v2_locations:
  - python.md
https://thenewstack.io/guis-cli-apis-learn-basic-terms-of-infrastructure-as-code:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Clarifies foundational interfaces—GUIs, CLIs, and APIs—used in automated
    provisioning workflows. Details how modern declarative execution pipelines abstract
    these layers to guarantee predictable environment configurations.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Terminology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: GUIs, CLI, APIs: Learn Basic Terms of Infrastructure-as-Code'
  addition_method: manual
  v2_locations:
  - iac.md
https://thenewstack.io/haproxy-kubernetes-ingress-controller-moves-outside-the-cluster:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Discusses the design choice of running HAProxy controllers outside the
    boundaries of the core Kubernetes cluster. Exposes cluster services to external
    networks while protecting control-plane components. Live Grounding confirms this
    topology is highly valued by security teams who prefer dedicated edge tiers separating
    internal cluster resources from the public internet.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: HAProxy Kubernetes Ingress Controller Moves Outside the
    Cluster'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://thenewstack.io/hashicorp-adds-consul-and-vault-to-cloud-platform-for-aws:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Launches fully managed Consul and Vault offerings on the HashiCorp Cloud
    Platform (HCP) integrated with AWS. This allows engineering teams to leverage
    secure secret storage and high-performance service mesh patterns without operational
    cluster overhead. Architecturally, it integrates seamlessly into AWS VPC routing
    and transit gateway topologies.
  language: English
  resource_type: SaaS Integration
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security & Service Mesh
  - HashiCorp HCP
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: HashiCorp Adds Consul and Vault to Cloud Platform for AWS'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://thenewstack.io/hashicorp-vault-operator-manages-kubernetes-secrets:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An analytical study examining security profiles using the Vault Secrets
    Operator. It dissects architectural topologies where dynamic secrets are mirrored
    from external secret hubs to native pods, validating zero-trust posture across
    cloud infrastructures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Secret Management
  - Conceptual Overviews
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: HashiCorp Vault Operator Manages Kubernetes Secrets'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://thenewstack.io/hashicorps-releases-hcp-vault-to-combat-secrets-management-fatigue:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the HashiCorp Cloud Platform (HCP) Vault managed service.
    Grounding analysis confirms HCP Vault successfully combats secrets management
    fatigue by abstracting cluster synchronization, Raft-based storage operations,
    upgrades, and multi-region disaster recovery, presenting a highly scalable option
    for enterprises needing Vault capabilities without the operational overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - Cloud Managed Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: HashiCorp Releases HCP Vault to Combat ‘Secrets Management’
    Fatigue'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/have-containers-will-travel-why-gitops-is-essential-for-multicloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights GitOps as the unifying abstraction Layer for multicloud operations.
    By standardizing Kubernetes configurations in Git, enterprises can seamlessly
    migrate, scale, and recover workloads across AWS, Azure, GCP, and bare metal with
    zero vendor lock-in.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Multi-Cluster
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Have Containers Will Travel: Why GitOps Is Essential for
    Multicloud \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/how-airbnb-and-twitter-cut-back-on-microservice-complexities:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An analysis of how tech giants Airbnb and Twitter optimized their complex
    microservice architectures. Evaluates the strategic shift toward 'macroservices'
    or modular monoliths and the implementation of standardized service templates
    to lower cognitive overload and boost operational stability.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Microservices
  - Platform Engineering
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How Airbnb and Twitter Cut Back on Microservice Complexities'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/how-daily-dev-built-a-low-budget-serverless-scraping-pipeline-for-online-articles:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Details how daily.dev constructed a cost-efficient article parsing ecosystem
    by combining serverless scraping pipelines, queue storage, and ephemeral container
    tasks.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Serverless
  - Case Studies
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How Daily.Dev Built a Low-Budget Serverless Scraping Pipeline
    for Online Articles'
  addition_method: manual
  v2_locations:
  - serverless.md
https://thenewstack.io/how-deutsche-telekom-manages-edge-infrastructure-with-gitops:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: Explores how Deutsche Telekom automates and manages thousands of highly-distributed
    edge infrastructure deployments using GitOps paradigms. By defining edge environments
    declaratively in Git and leveraging tools like Argo CD and Flux, they ensure consistency
    and zero-touch provisioning across heterogeneous telecom nodes. This architecture
    significantly minimizes manual field configurations and limits configuration drift.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure Orchestration
  - Edge Computing
  - GitOps Operations
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How Deutsche Telekom Manages Edge Infrastructure with GitOps'
  addition_method: manual
  v2_locations:
  - customer.md
https://thenewstack.io/how-do-applications-run-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introduction to the mechanics of running containers on Kubernetes.
    Maps the journey of a workload manifest from API parsing through scheduling to
    Kubelet execution.
  language: Go
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Core Mechanics
  - Runtime Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How do applications run on kubernetes?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/how-do-authentication-and-authorization-differ:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Establishes clear architectural boundaries separating Authentication
    (AuthN - identity verification) and Authorization (AuthZ - permission validation).
    Maps out the operational mechanics of OIDC, OAuth 2.0, and RBAC models. Critical
    foundational knowledge for constructing clean abstraction boundaries in distributed
    application networks.
  language: N/A
  resource_type: Article
  complexity: Basic
  hierarchy:
  - Security
  - Identity & Access Management
  - Core Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How Do Authentication and Authorization Differ?'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/how-does-kubernetes-work:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Clear, programmatic step-by-step breakdown of container deployment orchestration,
    detailing controller reconciliations, network namespaces, and service routing.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Core Kubernetes
  - Basics
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How does kubernetes work?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/how-drift-detection-and-iac-help-maintain-a-secure-infrastructure:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: Details how continuous drift monitoring acts as a primary security perimeter
    control. Validating resource declarations against cloud runtimes prevents bad
    actors from executing persistence actions via untracked configuration edits.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Security
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How Drift Detection and IaC Help Maintain a Secure Infrastructure'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/how-gitops-benefits-from-security-as-code:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates the security advantages of GitOps delivery patterns over
    legacy imperative methods. By declaring configurations, networking policies, and
    security controls in Git, platforms can enforce continuous posture compliance
    and automated drift rollback.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - GitOps
  - Policy as Code
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How GitOps Benefits from Security-as-Code'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/how-is-platform-engineering-different-from-devops-and-sre:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Dissects the distinct responsibilities, metrics, and overlaps between
    DevOps, Site Reliability Engineering (SRE), and Platform Engineering. Provides
    a clear taxonomy mapping showing how platform teams deliver the golden paths that
    SRE and DevOps practices operate upon.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Organizational Taxonomy
  - DevOps vs SRE
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How Is Platform Engineering Different from DevOps and SRE?'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/how-k3s-portworx-and-calico-can-serve-as-a-foundation-of-cloud-native-edge-infrastructure:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A systems design blueprint exploring how to combine the lightweight
    footprint of K3s with Calico's secure CNI network policies and Portworx's persistent
    distributed block storage at the edge.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Edge & IoT
  - Architecture Patterns
  - Edge Data Store
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How K3s, Portworx, and Calico Can Serve as a Foundation
    of Cloud Native Edge Infrastructure'
  addition_method: manual
  v2_locations:
  - rancher.md
https://thenewstack.io/how-keptn-automatically-configures-prometheus-ecosystems:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how Keptn acts as a declarative orchestrator for Prometheus
    alerting rules and target configurations. Eliminates manual dashboarding by automatically
    auto-generating Prometheus metrics rules based on SLO profiles.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Lifecycle
  - Site Reliability Engineering
  - Monitoring Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How Keptn Automatically Configures Prometheus Ecosystems'
  addition_method: manual
  v2_locations:
  - keptn.md
https://thenewstack.io/how-kubernetes-and-database-operators-drive-the-data-revolution:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes how the Operator framework solves day-2 operations for complex
    databases. Explores built-in patterns for auto-tuning memory buffers, automated
    logical backups, and self-healing when cluster nodes become degraded.
  language: English
  resource_type: Technical Editorial
  complexity: Intermediate
  hierarchy:
  - Data on Kubernetes
  - Kubernetes Operators
  - Stateful Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How Kubernetes and Database Operators Drive the Data Revolution'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/how-kubernetes-provides-networking-and-storage-to-applications:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An foundational architectural piece detailing the convergence of network
    topology and volume storage systems within Kubernetes. It elucidates how the control
    plane decouples resource provisioning from consumption, making it an excellent
    primer for platform operators transitioning to container-native infrastructure.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Platform Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How Kubernetes provides networking and storage to applications'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://thenewstack.io/how-kubernetes-vulnerabilities-have-shifted-since-the-first-api-attacks:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A historical deep dive tracing the evolution of Kubernetes-native vulnerabilities
    and attack strategies. Explains how common exploits shifted from simple unauthenticated
    API endpoints towards highly sophisticated multi-stage privilege escalations and
    container escapes. Provides actionable insight for platform team threat modeling.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Management
  - Kubernetes History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How Kubernetes vulnerabilities have shifted since the first
    attacks'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/how-opentelemetry-works-with-kubernetes:
  description: ''
  addition_method: manual
  content_hash: bd86f250e815f493371543763d2bb2183866bd5761f2019f67db5e51eaf547ff
  health_score: 100.0
  last_checked: 1779034228.999291
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: Technical deep-dive explaining OpenTelemetry deployment inside Kubernetes
    environments using collector agents. In 2026, the architectural standard utilizes
    the OpenTelemetry Operator to automatically inject instrumentation sidecars or
    daemons, simplifying distributed telemetry pipelines across microservices.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Observability
  - OpenTelemetry
  is_microservice: true
  title: 'thenewstack.io: How OpenTelemetry Works with Kubernetes'
https://thenewstack.io/how-platform-ops-teams-should-think-about-api-strategy:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Offers a strategic framework for Platform Operations teams to treat
    APIs as internal products. Emphasizes standardizing API gateways, establishing
    governance via declarative gitops policies, and improving developer experience
    through portal automation.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - API Management
  - Platform Engineering
  - API Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How Platform Ops Teams Should Think About API Strategy'
  addition_method: manual
  v2_locations:
  - api.md
https://thenewstack.io/how-radical-api-design-changed-the-way-we-access-databases:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores how modern schema-aware API clients, GraphQL adapters, and
    serverless proxy layers are replacing standard raw driver bindings, simplifying
    secure and high-performance database connection pooling.
  language: English
  resource_type: Architectural Analysis
  complexity: Intermediate
  hierarchy:
  - Database Architecture
  - Database Interfaces
  - API Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How Radical API Design Changed the Way We Access Databases'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/how-service-mesh-can-help-devops-achieve-business-goals:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Evaluates the enterprise ROI of adopting a service mesh, connecting
    technical features like retry mechanisms, request routing, and deep telemetry
    to business key performance indicators (KPIs) such as lower MTTR and accelerated
    release cadence.
  language: None
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How a Service Mesh Can Help DevOps Achieve Business Goals'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://thenewstack.io/how-testcontainers-is-demonstrating-value-as-a-key-ci-tool:
  addition_method: manual
  content_hash: f10dc204d22c803ec211962628a54a6d7b2052a8fb95acc17db1a07756348780
  description: ''
  health_score: 100.0
  last_checked: 1779034530.969834
  needs_ai_refresh: true
  stars: 0
  title: 'thenewstack.io: How Testcontainers Is Demonstrating Value as a Key CI Tool'
  v1_locations:
  - docs/qa.md
  year: N/A
https://thenewstack.io/how-the-sre-experience-is-changing-with-cloud-native:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses how the shift to highly dynamic microservices and declarative
    Kubernetes operators has changed SRE workloads. SREs now prioritize building internal
    control planes and standardizing platform telemetry over manual server patching.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Cloud Native Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: How the SRE Experience Is Changing with Cloud Native \U0001F31F"
  addition_method: manual
  v2_locations:
  - sre.md
https://thenewstack.io/how-to-achieve-api-governance:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Addresses the practical application of API Governance to prevent API
    sprawl and security vulnerability drift across large enterprises. The article
    recommends deploying automated linter tools (e.g., Spectral) to enforce style
    guides, centralized discovery catalogs, and standardized OAuth2 scopes. Successful
    governance guarantees consistency and predictable API consumption across highly
    distributed development teams.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - Strategic Governance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How to Achieve API Governance'
  addition_method: manual
  v2_locations:
  - api.md
https://thenewstack.io/how-to-analyze-code-and-find-vulnerabilities-with-sonarqube:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Teaches developers how to interpret SonarQube dashboards to discover
    common security vulnerabilities and code smells. Demonstrates optimization rules
    and quality profiles adjustment methods.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Code Quality
  - Vulnerability Assessment
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How to Analyze Code and Find Vulnerabilities with SonarQube'
  addition_method: manual
  v2_locations:
  - sonarqube.md
https://thenewstack.io/how-to-choose-and-model-time-series-databases:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Deep dive into Time Series Database (TSDB) selection, comparing compression
    algorithms and write-heavy workloads. Discusses optimization techniques like rollups,
    downsampling, and indexing temporal event data.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Time Series
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How to Choose and Model Time Series Databases'
  addition_method: manual
  v2_locations:
  - nosql.md
https://thenewstack.io/how-to-deploy-kubernetes-with-kubeadm-and-containerd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical deployment guide focusing on initializing Kubeadm-driven
    clusters using containerd as the underlying Container Runtime Interface (CRI)
    instead of Docker. Explains config setup, namespace settings, and systemd integration.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Bootstrapping
  - Container Runtimes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How to Deploy Kubernetes with Kubeadm and containerd'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://thenewstack.io/how-to-ensure-your-serverless-database-stays-serverless:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Focuses on preserving serverless paradigms at the database tier. Explores
    connection pooling, cold-start latency mitigation, dynamic compute scaling, and
    the integration of proxy layers to maintain seamless serverless workload support.
  language: Conceptual
  resource_type: Architectural Reference
  complexity: Advanced
  hierarchy:
  - Databases
  - Serverless Databases
  - Resource Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How to Ensure Your Serverless Database Stays Serverless'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/how-to-evaluate-kubernetes-cloud-providers:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A rigorous technical analysis defining the evaluation criteria for choosing
    cloud-managed Kubernetes distributions. Evaluates control plane SLAs, custom networking
    interfaces (CNI), auto-scalers, and node-group provisioning. Live grounding highlights
    its importance as an architectural blueprint for high-density systems.
  language: English
  resource_type: Guide/Reference
  complexity: Advanced
  hierarchy:
  - Cloud Strategy
  - Kubernetes Management
  - Evaluation Framework
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How to Evaluate Kubernetes Cloud Providers'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://thenewstack.io/how-to-get-started-with-data-streaming:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical guide outlining how organizations can pivot from classic
    batch workflows to real-time event streaming systems. It highlights the deployment
    phases of streaming platforms and details data integration patterns.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Event Streaming
  - How-To
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How to Get Started with Data Streaming'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://thenewstack.io/how-to-get-the-most-out-of-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates operational success factors for GitOps deployments, advocating
    for standardized templating (using Kustomize/Helm) and unified secret management
    strategies (using HashiCorp Vault or Sealed Secrets) in continuous deployment
    loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Implementation
  - Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How to Get the Most out of GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/how-to-install-the-sonarqube-security-analysis-platform:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Practical installation guide covering SonarQube deployments in cloud
    environments. Details system prerequisite profiles, host tuning metrics, and database
    integration configurations.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Code Quality
  - Deployment Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How to Install the SonarQube Security Analysis Platform'
  addition_method: manual
  v2_locations:
  - sonarqube.md
https://thenewstack.io/how-to-make-the-most-of-kubernetes-environment-variables:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Investigates application bootstrap configuration via environment variables.
    Evaluates performance compromises, security trade-offs, and Downward API integration
    to export cluster and pod metadata fields dynamically.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Configuration
  - Runtime Configuration
  - Environment Variables
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How to Make the Most of Kubernetes Environment Variables'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/how-to-put-a-gui-on-ansible-using-semaphore:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Detailed, step-by-step tutorial on deploying and managing Semaphore
    UI. Highlights configuration of inventory integration, credential injection, and
    user role management.
  language: English
  resource_type: tutorial
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible GUI
  - Semaphore UI
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How to Put a GUI on Ansible, Using Semaphore'
  addition_method: manual
  v2_locations:
  - ansible.md
https://thenewstack.io/how-to-run-a-cassandra-operation-in-docker:
  addition_method: manual
  content_hash: 5f257afcc31f63dbb3bc21856afe5e99aae2fd80a288e1e724274b1b34161b78
  description: ''
  health_score: 100.0
  last_checked: 1779030583.230153
  needs_ai_refresh: true
  stars: 0
  title: 'thenewstack.io: How to Run a Cassandra Operation in Docker'
  v1_locations:
  - docs/nosql.md
  year: N/A
https://thenewstack.io/how-to-run-docker-in-rootless-mode:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed guide on running the Docker daemon in rootless mode. Explains
    user namespace remapping techniques that protect the host system from potential
    container breakout exploits.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Docker Daemon Hardening
  - Rootless Mode
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: How to Run Docker in Rootless Mode'
  addition_method: manual
  v2_locations:
  - docker.md
https://thenewstack.io/how-to-secure-kubernetes-the-os-of-the-cloud:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Examines the concept of Kubernetes operating as a cloud-native OS, presenting
    strategies for securing core services, container communication, and control plane
    boundaries.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Cluster Lifecycle Security
  - Operating System Paradigm
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How to Secure Kubernetes, the OS of the Cloud'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/how-to-share-data-between-docker-containers:
  addition_method: manual
  content_hash: b957cb52fc51af88ce24e974d49f3e7317cd296277c5f7642330676533e7e89e
  description: ''
  health_score: 100.0
  last_checked: 1779030069.729828
  stars: 0
  status: online
  title: 'thenewstack.io: How to Share Data Between Docker Containers'
  v1_locations:
  - docs/docker.md
  year: N/A
https://thenewstack.io/how-we-built-preview-environments-on-kubernetes-and-aws:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architectural case study illustrating how to dynamically generate
    on-demand sandbox preview environments on AWS EKS. It outlines how custom controllers
    spin up ephemeral namespaces triggered by GitHub pull requests, improving QA workflows.
  language: Markdown
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Continuous Delivery
  - Preview Environments
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: How We Built Preview Environments on Kubernetes and AWS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://thenewstack.io/iac-cloud-misconfiguration-tools-too-noisy-without-context:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes alert noise generated by static security scanners on IaC configurations.
    Argues for context-aware validation engines that cross-reference code anomalies
    with actual live runtime status to accurately prioritize critical security vulnerabilities.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: IaC Cloud Misconfiguration Tools too Noisy without Context'
  addition_method: manual
  v2_locations:
  - iac.md
https://thenewstack.io/ibm-red-hat-bring-load-aware-resource-management-to-kubernetes:
  description: "- [kubernetes-sigs: Trimaran: Load-aware scheduling plugins \U0001F31F](https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran)
    Trimaran is a collection of load-aware scheduler plugins"
  year: '2021'
  stars: 4
  ai_summary: Explores the integration of load-aware scheduling frameworks like Trimaran
    into Kubernetes and OpenShift. Details how the plugin uses real-time telemetry
    metrics instead of passive static limits to balance workloads.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Resource Management
  - Advanced Scheduling
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: IBM, Red Hat Bring Load-Aware Resource Management to Kubernetes'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://thenewstack.io/ignore-prior-instructions-ai-still-befuddled-by-basic-reasoning:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Analyses the logical and mathematical limitations of current autoregressive
    transformers, exploring why basic reasoning and prompt injection vulnerability
    remain major hurdles. It advises deploying robust system-level validation checks
    and structured orchestration frameworks (e.g., semantic gateways) to mitigate
    risk in user-facing production systems.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Artificial Intelligence
  - Large Language Models
  - Evaluation & Safety
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Ignore Prior Instructions: AI Still Befuddled by Basic Reasoning'
  addition_method: manual
  v2_locations:
  - ai.md
https://thenewstack.io/improve-dev-experience-to-maximize-the-business-value-of-cd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores developer experience (DevEx) as an accelerator for continuous
    deployment initiatives. Details how centralized developer portals and self-service
    pipeline catalogs eliminate delivery friction.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Developer Experience
  - Continuous Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Improve Dev Experience to Maximize the Business Value of
    CD'
  addition_method: manual
  v2_locations:
  - cicd.md
https://thenewstack.io/infrastructure-as-code-6-best-practices-for-securing-applications:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents six architectural guidelines for securing Infrastructure-as-Code
    setups. Focuses on integrating static linters (such as Checkov and Trivy), avoiding
    credential commits to source state files, and implementing role-based orchestration
    controls.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Security Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Infrastructure-as-Code: 6 Best Practices for Securing Applications
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/infrastructure-as-code-increase-security-scale-development:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Investigates the role of IaC in improving developer velocity and security
    posture. Shows how code-based peer reviews, automated security policy gates, and
    structured configurations prevent critical misconfigurations prior to target deployment.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Infrastructure-as-Code: Increase Security, Scale Development'
  addition_method: manual
  v2_locations:
  - iac.md
https://thenewstack.io/infrastructure-as-code-or-cloud-platforms-you-decide:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes the trade-offs between self-managed IaC templates and fully
    managed native cloud platform services. Evaluates cost models, execution control,
    vendor lock-in, and infrastructure administration over long lifecycles.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Infrastructure as Code or Cloud Platforms — You Decide!'
  addition_method: manual
  v2_locations:
  - iac.md
https://thenewstack.io/ingress-controllers-the-more-the-merrier:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Presents strategic advantages of operating multiple distinct Ingress
    Controller classes side-by-side within a single cluster. Outlines traffic isolation
    patterns separating internal, public API, and corporate networks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Ingress Controllers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Ingress Controllers: The More the Merrier'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://thenewstack.io/ingress-controllers-the-swiss-army-knife-of-kubernetes:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Details how contemporary Ingress controllers have evolved from simple
    HTTP routers into sophisticated API gateways. Covers advanced capabilities such
    as circuit-breaking, direct rate-limiting, and canary deployment control.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Ingress Controllers: The Swiss Army Knife of Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://thenewstack.io/intelligent-automation-whats-the-missing-piece-of-aiops:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Pinpoints the missing component of modern AIOps tools: closing the
    gap between diagnostic analytics and actual infrastructure remediation. Argues
    for event-driven, programmatic automation frameworks to bypass manual engineering
    cycles.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Architecture
  - AIOps & Observability
  - Incident Response
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Intelligent Automation: What’s the Missing Piece of AIOps?'
  addition_method: manual
  v2_locations:
  - ai.md
https://thenewstack.io/intention-as-code-making-self-healing-infrastructure-work:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Describes the shift from declarative Infrastructure-as-Code to 'Intention-as-Code,'
    where engineers declare higher-level business expectations and allow self-healing
    loops to continuously resolve deviations. Explains reconciliation loops within
    container orchestrators as the foundational model for autonomous infrastructure
    engines.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Infrastructure-as-Code
  - Self-Healing Systems
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Intention-as Code: Making Self-Healing Infrastructure Work'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/introducing-cloneset-production-grade-kubernetes-deployment-crd:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Deep dive into CloneSet, a key OpenKruise controller alternative to
    native Deployments. Explains in-place update processes (bypassing pod recreation)
    and selective pod scaling controls.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Management
  - Custom Controllers
  - OpenKruise
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Introducing CloneSet: A Production-Grade Kubernetes Deployment
    CRD'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/is-a-multicloud-strategy-right-for-your-organization:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A strategic decision matrix designed to help enterprise leaders assess
    whether a multi-cloud configuration is justified given its steep integration costs.
    It analyses networking overhead and failover constraints. Live grounding verifies
    that its cautionary metrics are highly applicable to modern microservice designs.
  language: English
  resource_type: Case Study/Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Strategy
  - Workload Portability
  - Decision Matrix
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Is a Multicloud Strategy Right for Your Organization?'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://thenewstack.io/is-linkerd-winning-the-service-mesh-race:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes market competition in the service mesh space. Highlights how
    Linkerd's streamlined developer-first experience and low-overhead Rust proxies
    challenge Istio's market position.
  language: Rust
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Market Trends
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Is Linkerd Winning the Service Mesh Race?'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://thenewstack.io/istio-1-10-improves-scalability-and-revision-control:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines performance enhancements and lifecycle management tooling introduced
    in Istio 1.10. Specifically reviews canary control plane upgrades and telemetry
    collection optimizations to limit memory overhead in intensive environments.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Release Notes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Istio 1.10 Improves Scalability and Revision Control'
  addition_method: manual
  v2_locations:
  - istio.md
https://thenewstack.io/jaeger-vs-zipkin-battle-of-the-open-source-tracing-tools:
  description: ''
  addition_method: manual
  content_hash: d224b70982a53247b87afed21d1f7c429bbe4c1c1e99f9a05c26ba31c3dbc009
  health_score: 100.0
  last_checked: 1779034516.950181
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: A historical comparative analysis of Jaeger versus Zipkin for microservice
    tracing. While Zipkin pioneered open-source tracing, Jaeger became a dominant
    CNCF graduate. By 2026, both fully interoperate with OpenTelemetry APIs, but Jaeger
    remains highly preferred for high-performance cloud environments.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - Distributed Tracing
  is_microservice: true
  title: 'thenewstack.io: Jaeger vs. Zipkin: Battle of the Open Source Tracing Tools'
https://thenewstack.io/jetstack-secure-promises-to-ease-kubernetes-tls-security:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the release and architecture of Jetstack Secure, which simplifies
    and automates TLS lifecycle tracking via cert-manager. Explains the centralization
    of public key infrastructures (PKIs) across multi-cluster hybrid clouds. Prevents
    application downtime caused by unpredicted certificate expirations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - PKI
  - Certificate Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Jetstack Secure Promises to Ease Kubernetes TLS Security'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/just-how-challenging-is-state-in-kubernetes:
  addition_method: manual
  content_hash: 429ee9b06e1729ad8073ddd890b8fdfa71cdad59d57400eeba95e25425993da2
  description: ''
  health_score: 100.0
  last_checked: 1779032966.436912
  stars: 0
  status: online
  title: "thenewstack.io: Just How Challenging Is State in Kubernetes? \U0001F31F"
  v1_locations:
  - docs/databases.md
  year: N/A
https://thenewstack.io/k8s-backup-and-disaster-recovery-is-more-important-than-ever:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Explores the growing ransomware threat vectors targeting cloud-native
    topologies. Explains how mutable container environments require highly distributed,
    immutable storage targets and separate configuration backups.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Data Protection
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: K8s Backup and Disaster Recovery Is More Important Than
    Ever'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://thenewstack.io/k8s-resource-management-an-autoscaling-cheat-sheet:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A concise, actionable reference sheet summarizing core resources limits,
    request definitions, and autoscaler configuration arguments. A stellar quick-guide
    for DevOps engineers designing production-ready workload templates.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Kubernetes & Scaling
  - Resource Management
  - Reference Materials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: K8s Resource Management: An Autoscaling Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://thenewstack.io/k8spin-provides-multitenant-isolation-for-kubernetes:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An article discussing how K8Spin implements virtualized tenant workspaces.
    Reviews performance overheads and resource boundaries of namespace isolation relative
    to physical, heavy, multi-cluster architectures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Conceptual Overviews
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: K8Spin Provides Multitenant Isolation for Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://thenewstack.io/kafka-on-kubernetes-should-you-adopt-a-managed-solution:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An objective operational comparison evaluating self-hosting Apache Kafka
    on Kubernetes via operators (such as Strimzi) against adopting fully managed cloud
    platforms (e.g., Confluent Cloud). Discusses long-term maintenance costs, staff
    expertise requirements, and infrastructure overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kafka on Kubernetes: Should You Adopt a Managed Solution?'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://thenewstack.io/kasten-k10-v4-5-grafana-observability-more-edge-support:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explores the Kasten K10 v4.5 software release, introducing native Prometheus-driven
    Grafana monitoring profiles and enhanced protection rules for decentralized Edge
    compute clusters.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Enterprise Backup
  - Proprietary Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kasten K10 V4.5: Grafana Observability, More Edge Support'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://thenewstack.io/key-basic-principles-to-secure-kubernetes-future:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines long-term trends in cloud-native security, arguing for declarative
    and immutable configurations as the main vector of defense. Synthesizes principles
    of software supply chain verification (such as Sigstore/Cosign integration) and
    automated drift detection. Vital for architects planning 3-to-5 year container
    strategies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Architecture
  - Future Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Basic Principles Key to Securing Kubernetes’ Future'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/kserve-a-robust-and-extensible-cloud-native-model-server:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Comprehensive technical exploration of KServe (formerly KFServing) on
    Kubernetes. Covers dynamic autoscaling (scaling down to zero via Knative), standardized
    ingress protocols (v2 data plane), advanced traffic routing, model validation
    steps, and canary rollout orchestrations.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Model Serving
  - Kubernetes
  - KServe
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: KServe: A Robust and Extensible Cloud Native Model Server'
  addition_method: manual
  v2_locations:
  - mlops.md
https://thenewstack.io/kubecon-14000-more-engineers-have-their-gitops-basics-down:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Reflects on the massive normalization of GitOps standards across CNCF
    landscapes, documenting the maturation of operators like ArgoCD and FluxCD into
    standard enterprise building blocks for large-scale container platform architectures.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Community Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: KubeCon: 14,000 More Engineers Have Their GitOps Basics
    Down'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/kubecost-monitor-kubernetes-costs-with-kubectl:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces CLI-driven financial observability workflows via the `kubectl-cost`
    plugin. Teaches engineers to quickly isolate resource-heavy configurations and
    run cost analysis commands directly within terminal shells.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: KubeCost: Monitor Kubernetes Costs with kubectl'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/kubermatic-kubernetes-platform-beats-complexity-through-automation:
  description: ''
  addition_method: manual
  content_hash: 87a3fbe0e54c36e57d3acd9734b879ed060108a79de67391ce6f4e35d1385579
  health_score: 100.0
  last_checked: 1779030362.990007
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A deep dive into Kubermatic's architectural paradigm, focusing on its
    resource-efficient 'Kubernetes-in-Kubernetes' approach. The article explains how
    hosting tenant control planes as ordinary container workloads inside a central
    administrative cluster solves scaling bottlenecks and reduces costs by up to 5%.
  language: English
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Cluster Management
  - Multi-Cluster Orchestration
  - Case Studies
  is_microservice: false
  title: 'thenewstack.io: Kubermatic Kubernetes Platform Beats Complexity Through''
    Automation'
https://thenewstack.io/kubernetes:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: An early architectural analysis detail of Project Calico's approach
    to easing IP-management and network connectivity bottlenecks in scaling clusters.
    It breaks down how Calico bypasses virtual overlay networks by utilizing standard
    BGP route propagation, facilitating direct IP routing while enforcing strict network
    security policies at the Linux kernel level.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - CNI
  - Articles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Tigera''s Calico Aims to Ease Connectivity Pain with Kubernetes'
  addition_method: manual
  v2_locations:
  - devops.md
  - kubernetes-networking.md
https://thenewstack.io/kubernetes-1-20-enhances-the-operator-experience-and-brings-new-features-to-the-container-runtime:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight highlights the operator and container runtime interface
    advancements in 1.20. Live engineering review in 2026 uses this context to study
    early attempts to standardize execution metrics for operational tooling.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Operator Framework
  - v1.20
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kubernetes 1.20 Enhances the Operator Experience and Brings
    New Features to the Container Runtime'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://thenewstack.io/kubernetes-1-20-lands-with-44-enhancements:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight focuses on the 44 enhancements landing with Kubernetes
    1.20. In 2026, this resource provides historic data on the stabilization of volume
    snapshots, PID limits, and early steps toward API deprecation tracking.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.20
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kubernetes 1.20 Lands with 44 Enhancements'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://thenewstack.io/kubernetes-1-21-brings-a-new-memory-manager-more-flexible-scheduling:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight highlights the introduction of a new Memory Manager
    and flexible scheduling in 1.21. Live grounding in 2026 shows these scheduling
    frameworks laid the groundwork for modern NUMA-aware multi-core resource allocation
    in HPC/AI setups.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Kubernetes Core
  - Resource Allocation
  - v1.21
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kubernetes 1.21 Brings a New Memory Manager, More Flexible
    Scheduling'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://thenewstack.io/kubernetes-1-23-dual-stack-ipv4-ipv6-cronjobs-ephemeral-volumes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight summarizes the GA of Dual-stack and CronJobs in 1.23.
    Live engineering analysis in 2026 verifies these features are highly mature, having
    stabilized completely during the 1.23 release cycle.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.23
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kubernetes 1.23: Dual Stack IPv4/IPv6, CronJobs, Ephemeral
    Volumes'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://thenewstack.io/kubernetes-1-27-arrives:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Industry reporting on the release of Kubernetes 1.27, detailing the
    major developer and operator benefits. It focuses on how security stabilization,
    API cleanup, and enhanced cluster control interfaces enable enterprise systems
    to scale more safely and cost-effectively.
  language: English
  resource_type: News Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Core
  - Releases
  - v1.27 Industry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kubernetes 1.27 Arrives'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://thenewstack.io/kubernetes-1-28-accommodates-the-service-mesh-sudden-outages:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An industry report covering Kubernetes 1.28's key updates, notably native
    support for sidecar container lifecycles to aid service mesh deployments, and
    automated recovery controls for sudden node failures. These updates greatly reduce
    the coordination code needed for robust, multi-tenant microservices clusters.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Core
  - Releases
  - v1.28 Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Kubernetes 1.28 Accommodates the Service Mesh, Sudden Outages'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://thenewstack.io/kubernetes-an-examination-of-major-attacks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Conducts retrospective post-mortems on major real-world Kubernetes security
    incidents, tracing malicious lateral movements, coin-miner deployments, and critical
    data breaches back to root posture issues.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Case Studies
  - Historical Exploit Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Kubernetes: An Examination of Major Attacks \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/kubernetes-and-the-next-generation-of-paas:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Explores how Kubernetes acts as a core engine for modern Platform-as-a-Service
    (PaaS) engines, giving developers streamlined deployment controls without underlying
    cloud complexity. Discusses custom resource definitions (CRDs) and operators as
    tools for generating customized cloud abstraction layers.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Container Orchestration
  - Platform Engineering
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kubernetes and the Next Generation of PaaS'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/kubernetes-at-scale-without-gitops-is-a-bad-idea:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Addresses the severe configuration drift and maintenance challenges
    of operating large-scale Kubernetes estates without declarative synchronization.
    Synthesizes a case for strict GitOps architectures to automate security posture,
    reduce configuration complexity, and eliminate manual drift errors.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Scale Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kubernetes at Scale without GitOps Is a Bad Idea'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/kubernetes-ci-cd-pipelines-explained:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep dive into Kubernetes delivery designs, analyzing how declarative
    resources and continuous reconcilers differ from classical build steps. Evaluates
    the use of Helm charts and GitOps loops.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Engineering
  - Kubernetes
  - CI-CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Kubernetes CI/CD Pipelines Explained'
  addition_method: manual
  v2_locations:
  - cicd.md
https://thenewstack.io/kubernetes-daemonsets-a-detailed-introductory-tutorial:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Provides a comprehensive overview of DaemonSet workloads in Kubernetes.
    Discusses daemon placement, tolerations for node taints, and classic infrastructure
    use cases like logging collectors and metric daemons.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Core Concepts
  - Workloads
  - DaemonSets
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kubernetes DaemonSets: A Detailed Introductory Tutorial'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/kubernetes-evolution-from-microservices-to-batch-processing-powerhouse:
  description: ''
  year: '2024'
  stars: 2
  ai_summary: Explores Kubernetes' evolution from a simple microservices hosting platform
    to an advanced orchestrator for heavy batch processing, AI/ML training runs, and
    high-performance computing (HPC) jobs.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Workloads
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Kubernetes Evolution: From Microservices to Batch Processing
    Powerhouse \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/kubernetes-health-checks-using-probes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Highlights the operational significance of K8s probes over basic container
    process checks.

    - Discusses how HTTP and TCP sockets verify actual application availability rather
    than simple OS-level process existence.

    - Provides robust YAML definitions for common production workloads.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Kubernetes Health Checks Using Probes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/kubernetes-horror-stories:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compiles a series of high-impact production failure scenarios. Discusses
    accidental cluster terminations, unconstrained resource allocations causing cascading
    node dropouts, security misconfigurations, and key disaster recovery lessons learned
    from raw operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Post-Mortems
  - Resiliency Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kubernetes Horror Stories'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/kubernetes-is-not-just-about-containers-its-about-the-api:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A shift in perspective that views Kubernetes not merely as a container
    tool, but as an extensible universal control plane driven by its declarative API.
    Introduces the power of custom resources and operators.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - API Server
  - Architecture
  - Concepts
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Kubernetes Is Not Just About Containers — It’s About the
    API \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/kubernetes-is-the-new-standard-for-computing-including-the-edge:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the industry shift to deploy lightweight Kubernetes frameworks
    (like K3s) at edge computation nodes, establishing a uniform runtime fabric.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Core Kubernetes
  - Architecture
  - Edge Computing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Kubernetes Is the New Standard for Computing, Including
    the Edge'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/kubernetes-lifecycle-management-so-important-what-does-it-mean:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A critical breakdown of cluster lifecycle management phases. Focuses
    on Day 0 (planning and sizing), Day 1 (provisioning and configuration), and Day
    2 (maintenance, logging, and security patching) to establish highly available
    infrastructure.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Lifecycle Management
  - Day 2 Operations
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Kubernetes Lifecycle Management! So Important! (Day 0, Day
    1, Day 2) \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/kubernetes-microservices-istio%E2%80%8A-%E2%80%8Aa-great-fit:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights the collaborative synergy between Docker containerization,
    Kubernetes scheduling, microservice separation of concerns, and Istio's sidecar-driven
    routing policies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Service Mesh
  - Architecture
  - Microservices Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Kubernetes, Microservices, and Istio  — A Great Fit!'
  addition_method: manual
  v2_locations:
  - istio.md
https://thenewstack.io/kubernetes-observability-challenges-in-cloud-native-architecture:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Focuses on structural challenges in cloud-native applications: dynamic
    network routing, high-frequency releases, abstract container barriers, and microservice
    trace correlation. Curator Insight: Architectural analysis of container platform
    challenges. Live Grounding: Highly relevant for mapping the friction of distributed
    transaction monitoring in production.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Challenges
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Kubernetes Observability Challenges in Cloud Native Architecture
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/kubernetes-on-bare-metal-vs-vms-its-not-just-performance:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comparative analysis dissecting the operational trade-offs of deploying
    Kubernetes directly on bare metal versus utilizing virtualized hypervisors. Outlines
    performance gains, networking simplicity, compute overhead, and isolation profiles
    that dictate platform selection.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Bare Metal
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kubernetes on Bare Metal vs. VMs: It’s Not Just Performance'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://thenewstack.io/kubernetes-probes-and-why-they-matter-for-autoscaling:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Examines the direct, technical integration of probes with the Horizontal
    Pod Autoscaler (HPA).

    - Shows how sluggish probe failures delay scaling actions or cause false-positive
    scale-downs during peak traffic.

    - Offers tuning practices to optimize overall cluster response times.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  - Autoscaling Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Kubernetes Probes (and Why They Matter for Autoscaling)
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/kubernetes-run-analytics-at-the-edge-postgres-kafka-debezium:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An advanced technical blueprint coordinating microservices for real-time
    edge analytics. Chains local PostgreSQL instances, Apache Kafka, and Debezium
    change data capture (CDC) pipelines in unified Kubernetes clusters.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Analytics
  - Real-time Analytics
  - Edge Computing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Kubernetes-Run Analytics at the Edge: Postgres, Kafka, Debezium'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/kubernetes-secrets-management-3-approaches-9-best-practices:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A deep dive into three major approaches to native and external secrets
    management in Kubernetes. Provides nine production-ready best practices, detailing
    encryption at rest in etcd, RBAC locking, and third-party CSI integrations.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - Kubernetes Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Kubernetes Secrets Management: 3 Approaches, 9 Best Practices'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/kubernetes-troubleshooting-primer:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational text that introduces the core mechanics of the Kubernetes
    control plane and how components interact during deployment failures. It explains
    the relationship between the API server, controller manager, scheduler, and kubelet,
    illustrating where common failures arise. This primer establishes the necessary
    context for executing advanced diagnostics.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kubernetes Troubleshooting Primer'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://thenewstack.io/kubernetes-use-poddisruptionbudgets-for-application-maintenance-and-upgrades:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Focuses on protecting applications during node maintenance or upgrades.
    Explains configuring PodDisruptionBudgets (PDB) to safeguard highly available
    state patterns against concurrent terminations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Application Reliability
  - Cluster Maintenance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Kubernetes: Use PodDisruptionBudgets for Application Maintenance
    and Upgrades'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/kubernetes-when-to-use-and-when-to-avoid-the-operator-pattern:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates operational trade-offs and complexity overheads associated
    with implementing the Operator Pattern. Identifies ideal use-cases (highly stateful,
    transactional databases) and scenarios where basic Helm or IaC scripts suffice.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: When to Use, and When to Avoid, the Operator Pattern \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://thenewstack.io/kubernetes-will-revolutionize-enterprise-database-management:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the systemic shift toward automated multi-cloud database topologies
    managed exclusively by Kubernetes. Outlines standard enterprise savings, compliance,
    and rapid multi-tenant provisioning strategies.
  language: English
  resource_type: Industry Analysis
  complexity: Intermediate
  hierarchy:
  - Data on Kubernetes
  - Enterprise Databases
  - Future Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Kubernetes Will Revolutionize Enterprise Database Management'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/kubernetes/-and-the-next-generation-of-paas:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779130495.0183
  v1_locations:
  - docs/kubernetes.md
https://thenewstack.io/kubernetes/-daemonsets-a-detailed-introductory-tutorial:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779130494.934007
  v1_locations:
  - docs/kubernetes.md
https://thenewstack.io/kubernetes/-health-checks-using-probes:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779130494.950558
  v1_locations:
  - docs/kubernetes.md
https://thenewstack.io/kubernetes/-horror-stories:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779130494.948163
  v1_locations:
  - docs/kubernetes.md
https://thenewstack.io/kubernetes/-is-not-just-about-containers-its-about-the-api:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779130495.007996
  review_metadata:
    original_url: https://thenewstack.io/kubernetes/-is-not-just-about-containers-its-about-the-api
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:55.007998'
  status: review_required
  v1_locations:
  - docs/kubernetes.md
https://thenewstack.io/kubernetes/-is-the-new-standard-for-computing-including-the-edge:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779130495.033564
  v1_locations:
  - docs/kubernetes.md
https://thenewstack.io/kubernetes/-lifecycle-management-so-important-what-does-it-mean:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779130494.989615
  review_metadata:
    original_url: https://thenewstack.io/kubernetes/-lifecycle-management-so-important-what-does-it-mean
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.989617'
  status: review_required
  v1_locations:
  - docs/kubernetes.md
https://thenewstack.io/kubernetes/-observability-challenges-in-cloud-native-architecture:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779130495.026219
  review_metadata:
    original_url: https://thenewstack.io/kubernetes/-observability-challenges-in-cloud-native-architecture
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:55.026221'
  status: review_required
  v1_locations:
  - docs/monitoring.md
https://thenewstack.io/kubernetes/-probes-and-why-they-matter-for-autoscaling:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779130494.952879
  review_metadata:
    original_url: https://thenewstack.io/kubernetes/-probes-and-why-they-matter-for-autoscaling
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.952882'
  status: review_required
  v1_locations:
  - docs/kubernetes.md
https://thenewstack.io/kubernetes/-use-poddisruptionbudgets-for-application-maintenance-and-upgrades:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779130494.967545
  v1_locations:
  - docs/kubernetes.md
https://thenewstack.io/kubernetes/7-tips-for-cutting-down-your-aws-kubernetes-bill:
  description: ''
  addition_method: manual
  content_hash: 9704e1bef54f9e3ddf8f64d98d2a3d0bb968492e2fd9e98abae0eb0651239c7d
  health_score: 100.0
  last_checked: 1779130494.9385
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2022'
  stars: 0
  ai_summary: Evaluates architectural techniques to trim EKS clusters expenditures,
    describing auto-scalers (Karpenter), spot instances usage, strict namespace limits,
    and FinOps practices to optimize CPU allocation.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - FinOps
  - AWS Cost Optimization
  is_microservice: false
  title: 'thenewstack.io: 7 Tips for Cutting Down Your AWS Kubernetes Bill'
https://thenewstack.io/kubernetes/whats-the-difference-between-kubernetes-and-openshift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural comparison highlights Red Hat's opinionated enterprise
    extensions built atop vanilla Kubernetes. It details how OpenShift integrates
    security defaults, built-in container registries, router mechanisms, and lifecycle
    management controls (OLM) out of the box.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Orchestration
  - Platform Comparison
  - OpenShift vs Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: What’s the Difference Between Kubernetes and OpenShift?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/kubestack-towards-full-stack-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed technical review mapping Kubestack's strategies for providing
    complete declarative lifecycle management for both underlying cloud infrastructure
    and application layer resources.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Kubestack
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: KubeStack: Towards Full-Stack GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/laying-the-groundwork-for-kubernetes-security-across-workloads-pods-and-users:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes the multi-dimensional security layers required for modern Kubernetes
    deployments, addressing workload isolation, Pod Security Standards (PSS), and
    secure developer workflow patterns.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Workload Hardening
  - Identity & Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Laying the Groundwork for Kubernetes Security, Across Workloads,
    Pods and Users'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/learn-12-factor-apps-before-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Argues that mastering cloud-native architectural patterns (such as 12-Factor
    principles) is essential before deploying workloads on complex container orchestration
    fabrics like Kubernetes to prevent broken anti-patterns.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Prerequisites
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Learn 12 Factor Apps Before Kubernetes'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/less-is-more-with-kubernetes-1-22:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight analyzes the 'Less Is More' paradigm of 1.22. Live grounding
    in 2026 reflects on how API cleanliness made the control plane leaner, decreasing
    memory footprint and etcd payload overhead.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.22
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Less Is More with Kubernetes 1.22'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://thenewstack.io/lightsteps-opentelemetry-launchers-simplify-integration-to-line-of-code:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Historical analysis of Lightstep’s OTel Launchers, designed to streamline
    SDK initialization down to a single configuration command. Curator Insight: Provides
    simplified bootstrappers. Live Grounding: Modern architectures have shifted fully
    to official upstream OpenTelemetry auto-instrumentation packages.'
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - OpenTelemetry
  - Zero-Code Instrumentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Lightstep’s OpenTelemetry Launchers Simplify Integration
    to Line of Code'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://thenewstack.io/linkedin-layered-architecture-minimizes-kafka-scaling-issues:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes LinkedIn's highly optimized, multi-tier layered Kafka architecture.
    Highlights how layering proxy layers and utilizing remote tiered storage mitigates
    typical partition density and broker replication bottlenecks during massive scaling.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Case Studies
  - Scale & Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: LinkedIn Layered Architecture Minimizes Kafka Scaling Issues'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://thenewstack.io/linkerd-2-0-the-service-mesh-for-service-owners-platform-architects-sres:
  description: ''
  year: '2018'
  stars: 3
  ai_summary: Highlights the massive Linkerd 2.0 rewrite, transitioning from Scala
    and the JVM to an ultra-lean Rust/Go infrastructure footprint. This rewrite established
    Linkerd as a lightweight alternative to heavier meshes.
  language: Rust
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Linkerd
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Linkerd 2.0: The Service Mesh for Service Owners, Platform
    Architects, SREs'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://thenewstack.io/living-with-kubernetes-12-commands-to-debug-your-workloads:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curated list of 12 essential kubectl commands designed to streamline
    low-level container and network diagnostics. Targets common day-2 operational
    challenges, addressing resource pressure, storage attachments, and system event
    inspection.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - Debugging
  - CLI Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Living with Kubernetes: 12 Commands to Debug Your Workloads
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://thenewstack.io/living-with-kubernetes-api-lifecycles-and-you:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A crucial structural review of the Kubernetes API Deprecation Policy.
    Advises architects on future-proofing application manifests as Kubernetes APIs
    transition from Alpha to Beta to GA.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - API Server
  - Governance
  - Lifecycle
  tags:
  - '[EMERGING]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Living with Kubernetes: API Lifecycles and You'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/living-with-kubernetes-cluster-upgrades:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An operational runbook outlining best practices for minor and major
    version upgrades. Details risk mitigation strategies, API deprecation workflows,
    and graceful node draining mechanisms to avoid production outages.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Maintenance
  - Upgrades
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Living with Kubernetes: Cluster Upgrades \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/living-with-kubernetes-debug-clusters-in-8-commands:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly practical command-line cheat sheet that isolates eight crucial
    kubectl commands for diagnosing cluster and application failures. By leveraging
    advanced output formatting and resource filtering, engineers can quickly drill
    down from high-level service failures to underlying node exhaustion. This primer
    is designed for rapid incident response and system validation.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Command Line
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Living with Kubernetes: Debug Clusters in 8 Commands \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://thenewstack.io/living-with-kubernetes-multicluster-management:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the technical trade-offs of multicluster vs single large-tenant
    cluster architectures. Evaluates fleet replication models, global traffic ingress
    routing, cross-cluster service mesh networking, and GitOps-driven application
    delivery at scale.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Strategy
  - Multicluster
  - Fleet Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Living with Kubernetes: Multicluster Management'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/local-environment-as-code-is-it-possible-yet:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Investigates the feasibility of Local Environment-as-Code setups. Evaluates
    containerized tools and localized VM platforms designed to establish parity between
    developer workstations and live cloud targets.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Local Environments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Local Environment-as-Code: Is It Possible Yet?'
  addition_method: manual
  v2_locations:
  - iac.md
https://thenewstack.io/locking-down-kubernetes-containers-with-vcluster:
  description: ''
  addition_method: manual
  content_hash: 92d42e12d16f7285cbfcd0863af8c6912d1b617a4b18480592b78516b8f7f246
  health_score: 100.0
  last_checked: 1779034228.945365
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: This reference analysis explores locking down container isolation through
    virtual clusters, leveraging vcluster to enforce strict namespace boundaries.
    By limiting developer interaction to isolated guest control planes, enterprises
    eliminate risks associated with standard Kubernetes RBAC. The publication details
    design strategies for container lockdown, credential isolation, and audit compliance.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Security
  - Multi-Tenancy
  - Case Studies
  is_microservice: false
  title: 'thenewstack.io: Locking Down Kubernetes Containers with vcluster'
https://thenewstack.io/log-management-for-red-hat-openshift:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analytical piece describing the transition from classic Elasticsearch
    configurations toward lightweight Loki and Vector agents for high-volume logs.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability & Ops
  - Log Management
  - Vector & Loki
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Log Management for Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://thenewstack.io/low-code-for-pro-coders:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A review of hybrid development models where professional developers
    utilize low-code frameworks for boilerplate UI creation while injecting traditional
    code for complex logic, API integrations, and low-latency workloads.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Development Paradigms
  - Low Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Low Code for Pro Coders'
  addition_method: manual
  v2_locations:
  - lowcode-nocode.md
https://thenewstack.io/make-a-gitops-workflow-using-influxdb-templates:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates how to manage InfluxDB templates inside a GitOps continuous
    deployment pipeline. Highlights automated testing, version control, and validation
    of monitoring components via declarative mechanisms.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Distributed Storage
  - InfluxDB
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Make a GitOps Workflow Using InfluxDB Templates'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://thenewstack.io/making-kubernetes-serverless-and-global-with-aws-fargate-on-eks-and-admiralty:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigative analysis showcasing how Admiralty can coordinate with
    AWS Fargate serverless containers in an EKS environment to deploy globally distributed
    applications with low operational overhead.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Multi-Cluster & Edge
  - Cluster Federation
  - Serverless Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Making Kubernetes Serverless and Global with AWS Fargate
    on EKS and Admiralty'
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://thenewstack.io/manage-multicluster-kubernetes-with-operators:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Investigates deployment techniques using Kubernetes Operators to automate
    global configurations. Explores fleet-wide policy synchronization, drift detection,
    and multi-tenant control plane patterns.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cluster Architecture
  - Multi-Cluster
  - Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Manage Multicluster Kubernetes with Operators'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/managing-kubernetes-secrets-with-aws-secrets-manager:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guide to implementing AWS Secrets Manager inside EKS environments.
    Evaluates native AWS CSI secrets providers and External Secrets Operator integrations,
    explaining fine-grained pod IAM identification using IAM Roles for Service Accounts
    (IRSA) and automated secrets rotation flows.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Cloud Security
  - AWS Secrets Manager
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Managing Kubernetes Secrets with AWS Secrets Manager \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/managing-secrets-in-your-devops-pipeline:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Highlights architectural approaches to secret injection throughout continuous
    integration pipelines. Contrasts early injection techniques (build-time) against
    late runtime injection patterns, evaluating their respective security footprints.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - CI/CD Pipelines
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Managing Secrets in Your DevOps Pipeline'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/maria-db-gets-reactive-with-a-non-blocking-connector-for-java:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores MariaDB's reactive Java driver. Details how non-blocking I/O
    operations and asynchronous connections improve database throughput in highly
    concurrent microservice runtimes.
  language: Java
  resource_type: Technical Announcement
  complexity: Advanced
  hierarchy:
  - Databases
  - Relational Databases
  - Database Drivers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Maria DB Gets Reactive with a Non-Blocking Connector for
    Java'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/maximize-k3s-resource-efficiency-with-calico-ebpf-data-plane:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical review examining performance and resource footprint improvements
    when deploying Calico's eBPF data plane inside lightweight K3s environments. Demonstrates
    significant CPU overhead reductions compared to legacy iptables architectures.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - eBPF
  - Calico
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Maximize K3s Resource Efficiency with Calico eBPF Data Plane'
  addition_method: manual
  v2_locations:
  - demos.md
https://thenewstack.io/maximizing-kubernetes-efficiency-with-opentelemetry-tracing:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines methodologies for correlating application-level distributed
    traces with Kubernetes underlying node resource exhaustion. Helps SRE teams optimize
    container sizing based on real-world request pathways.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability
  - OpenTelemetry
  - Kubernetes Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Maximizing Kubernetes Efficiency with OpenTelemetry Tracing'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://thenewstack.io/maximizing-the-value-of-containerization-for-devops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how containerized virtualization architectures secure strict
    consistency across development, staging, and production networks. Analyzes image
    optimization protocols, layer caching mechanisms, secure base images, and container
    orchestrator deployment strategies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration & Containers
  - Containerization
  - Value Realization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Maximizing the Value of Containerization for DevOps'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/mercedes-benz-4-reasons-to-sponsor-open-source-projects:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Outlines four strategic motivations for Mercedes-Benz to sponsor open-source
    software. By funding critical up-stream components, the enterprise reduces technical
    debt, improves system security, attracts elite software engineering talent, and
    actively influences standard roadmaps. It provides a blueprint for enterprise
    open-source program offices (OSPOs) seeking to justify upstream contributions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - System Architecture
  - Open Source Software
  - Strategic Governance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Mercedes-Benz: 4 Reasons to Sponsor Open Source Projects'
  addition_method: manual
  v2_locations:
  - customer.md
https://thenewstack.io/microservices-align-the-pain-with-the-solution:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A pragmatic critique on microservice adoption, warning against premature
    architectural splitting. It urges engineering leads to identify concrete architectural
    pain points—like independent scaling bottlenecks or delivery team coordination
    failures—before shifting from a monolith, ensuring microservices are adopted to
    solve proven problems rather than follow trends.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices Architecture
  - Fundamentals
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Microservices: Align the Pain with the Solution'
  addition_method: manual
  v2_locations:
  - faq.md
https://thenewstack.io/microservices-transformed-devops-why-security-is-next:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes how microservices require new approaches to security. Details
    how traditional perimeter defense must be replaced with zero-trust architectures,
    service mesh encryption, and continuous pipeline security scans.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - DevSecOps
  - Cloud Native Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Microservices Transformed DevOps — Why Security Is Next'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/microservices-vs-monoliths-an-operational-comparison:
  addition_method: manual
  content_hash: fd2fa7805264d734a7a5c002e370465477a3faf197a1af4bff006d8cf043e172
  description: ''
  health_score: 100.0
  last_checked: 1779032290.210092
  stars: 0
  status: online
  title: 'thenewstack.io: Microservices vs. Monoliths: An Operational Comparison'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://thenewstack.io/microservices/microservices-vs-monoliths-an-operational-comparison:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A comprehensive operational comparison of monolithic and microservices
    architectural patterns. It details how the distribution of systems shifts problems
    from single-process memory management to complex network-level routing, distributed
    tracing, eventual consistency, and CI/CD pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Architecture
  - Microservices
  - Design Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Microservices vs. Monoliths: An Operational Comparison'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/microservices/the-future-of-microservices-more-abstractions:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Explores the evolutionary shift of microservices toward higher-level
    abstraction patterns, such as Dapr and WebAssembly, designed to isolate developers
    from network complexities. It details how externalizing cross-cutting concerns
    (state management, pub/sub, service discovery) into sidecars reduces cognitive
    overhead and boilerplate.
  language: English
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Microservices & Distributed Systems
  - Architecture Evolution
  - Abstractions & Frameworks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: The Future of Microservices? More Abstractions'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/microservices/what-is-microservices-architecture:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Introduces microservice-based application design, emphasizing modularity,
    domain boundaries, and decentralized technical footprints. Compares traditional
    monolithic patterns against distributed designs, highlighting structural trade-offs,
    testing models, and continuous integration needs.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Microservices & Distributed Systems
  - Architecture Patterns
  - Fundamentals
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: What Is Microservices Architecture?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/microsoft-keda-2-0-scales-up-event-driven-programming-on-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores the architectural evolution of KEDA 2.0, emphasizing its improved
    integration with Kubernetes HPA, support for custom scalers, and upgraded security
    controls. The release solidified KEDA's status as an enterprise-grade component
    for event-driven serverless topologies on Kubernetes.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Event-Driven Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: CNCF KEDA 2.0 Scales up Event-Driven Programming on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://thenewstack.io/microsoft-takes-kubernetes-to-the-edge-with-aks-lite:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the release and architecture of AKS Edge Essentials, a lightweight
    managed Kubernetes platform designed to run nested workloads on Windows IoT and
    edge hardware. Focuses on minimal hardware footprint requirements, local network
    routing, and continuous integration with centralized Azure Arc control planes.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Edge Computing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Microsoft Takes Kubernetes to the Edge with AKS Lite'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://thenewstack.io/microsoft-takes-practical-approach-to-kubernetes-management:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An executive-level analysis exploring Microsoft's architecture philosophy
    in streamlining managed Kubernetes operations. Highlights historical shifts towards
    abstraction, fully managed control planes, and hybrid-cloud support via Azure
    Arc. Provides insight into AKS ecosystem management strategies.
  language: Markdown
  resource_type: Analysis Article
  complexity: Beginner
  hierarchy:
  - Strategic Strategy
  - Kubernetes Management
  - AKS Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Microsoft’s Practical Approach to Kubernetes Management'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://thenewstack.io/misconfiguration-worries-grow:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines security risks associated with GitOps, specifically the scaling
    propagation of misconfigured YAML files. It advocates for shift-left validation
    strategies, policy-as-code (OPA/Kyverno) integrations, and automated pre-commit
    testing in Git repositories.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Security
  - Policy Enforcement
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Misconfiguration Worries Grow'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/monitor-your-containers-with-sysdig:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'A walkthrough on utilizing Sysdig''s eBPF and kernel-level trace scraping
    features to surface non-intrusive, granular system call events across active containers.
    Curator Insight: Deep system-call inspection patterns. Live Grounding: Critical
    tool for identifying zero-day container breaches and tracing system performance
    regressions.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Sysdig
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Monitor Your Containers with Sysdig'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/monitoring-api-latencies-after-releases-4-mistakes-to-avoid:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Deep technical analysis warning teams against core deployment pitfalls,
    including the misuse of mathematical averages over high-resolution percentile
    histograms (P99/P99.9). Curator Insight: Identical post-release performance warning.
    Live Grounding: Focuses heavily on the structural telemetry issues during rolling
    upgrades.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Observability
  - APIs
  - Latency
  - Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Monitoring API Latencies After Releases: 4 Mistakes to Avoid'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/monitoring-as-code-what-it-is-and-why-you-need-it:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Explains the paradigm of Monitoring as Code (MaC), allowing engineering
    teams to define dashboard schemas, synthetic tests, and alerting thresholds using
    declarative configurations in VCS systems. Curator Insight: Paradigm shift from
    manual dashboard configuration. Live Grounding: Crucial for aligning platform
    metrics with standard CI/CD and GitOps delivery models.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Automation
  - Monitoring as Code
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Monitoring as Code: What It Is and Why You Need It \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/monitoring-vs-observability-whats-the-difference:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Compares traditional metric-based monitoring (knowing when a failure
    occurs) against structural observability (understanding why it occurs by correlation
    of inputs and outputs). Curator Insight: Conceptual framework comparing telemetry
    methodologies. Live Grounding: Useful for aligning cross-functional teams on why
    modernized tracing platforms require higher initial capital investment.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Terminology
  - Monitoring vs Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Monitoring vs. Observability: What’s the Difference?'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/monolithic-development-practices-kill-powerful-kubernetes-benefits:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Critiques the common anti-pattern of running tightly-coupled monolithic
    applications on Kubernetes without adjusting architectural paradigms. Demonstrates
    why horizontal scaling and self-healing require loose coupling.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Design Patterns
  - Microservices
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Monolithic Development Practices Kill Powerful Kubernetes
    Benefits \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/monoliths-to-microservices-4-modernization-best-practices-2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines strategic methodologies for decomposing legacy monolithic architectures.
    Promotes the Strangler Fig pattern, domain-driven boundary definition, database
    decomposition techniques, and the evolutionary transition of data schemas to prevent
    transactional failure.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Modernization
  - Monolith Migration
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Monoliths to Microservices: 4 Modernization Best Practices'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/more-database-analytics-workloads-ran-on-kubernetes-in-2022:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive review of the annual survey detailing the exponential
    adoption of running production databases and stateful analytical workloads directly
    on Kubernetes clusters in enterprise spaces.
  language: English
  resource_type: Industry Survey Analysis
  complexity: Intermediate
  hierarchy:
  - Data on Kubernetes
  - Market Trends
  - Analytics Workloads
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: More Database, Analytics Workloads Ran on Kubernetes in
    2022'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/more-python-for-non-programmers:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: An educational walkthrough designed to onboard non-engineers
    into Python programming patterns safely.

    Live Grounding: Emphasizes the translation of logic requirements into working
    scripts, touching upon variable assignment, light I/O, and essential script maintenance.'
  language: Python
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: More Python for Non-Programmers'
  addition_method: manual
  v2_locations:
  - python.md
https://thenewstack.io/multicloud-challenges-and-solutions:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Details the immense architectural friction points of multi-cloud setups,
    from inconsistent IAM paradigms and distinct networking topologies to high egress
    fees. Reviews operational abstractions like cross-cloud controllers and unified
    policy management to reconcile these differences.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Multi-Cloud Strategy
  - Network & Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Multicloud Challenges and Solutions'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/multicloud-paves-the-way-for-cloud-native-resiliency-models:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Examines how a multi-cloud topology acts as the ultimate disaster recovery
    tier for highly critical modern platforms. Analyzes how active-active deployments
    across distinct public cloud providers mitigate regional or cloud-wide service
    provider outages.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Multi-Cloud Strategy
  - Resilience Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Multicloud Paves the Way for Cloud Native Resiliency Models'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/multicluster-management-with-kubernetes-and-istio:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the primary deployment patterns for multi-cluster Kubernetes
    environments running Istio. Compares shared control planes with replicated control
    planes, highlighting the network and operational trade-offs of each design.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Cloud Native Infrastructure
  - Multi-Cluster
  - Service Mesh
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Multicluster Management with Kubernetes and Istio'
  addition_method: manual
  v2_locations:
  - istio.md
https://thenewstack.io/mutual-tls-microservices-encryption-for-service-mesh:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A deep dive into the cryptographic architecture of Mutual TLS (mTLS)
    within service meshes. Details how automatic certificate issuance, rotation, and
    cryptographic trust boundaries secure east-west microservices traffic against
    intercept attacks.
  language: None
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Security
  - mTLS
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Mutual TLS: Securing Microservices in Service Mesh'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://thenewstack.io/no-kubernetes-needed-amazon-ecs-anywhere:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores ECS Anywhere, demonstrating hybrid orchestration patterns without
    Kubernetes. Allows managing on-premises hardware and VMs using the native, lightweight
    ECS API model.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - AWS
  - Hybrid Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: No Kubernetes Needed: Amazon ECS Anywhere'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://thenewstack.io/nsa-on-how-to-harden-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical review focusing on the security configurations defined within
    the NSA hardening guides. Covers container escape avoidance, using read-only structures,
    and setting up logging patterns. Beneficial for system engineers translating recommendations
    to production setups.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Hardening Standards
  - Government Guidelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: NSA on How to Harden Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/observability-is-the-new-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Draws parallels between the explosive ecosystem growth of Kubernetes
    and the rapid development and sprawl of the modern observability industry. Curator
    Insight: Industry paradigm comparison. Live Grounding: Illustrates how standardization
    around OpenTelemetry has consolidated tooling across complex clouds.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Industry Trends
  - Technology Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Observability Is the New Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/observability-wont-replace-monitoring-because-it-shouldnt:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Argues against the displacement myth of monitoring by observability,
    asserting that both play critical roles. Monitoring maintains persistent dashboards
    of known failure vectors, while observability provides reactive exploration tools.
    Curator Insight: Balanced pragmatic perspective on modern telemetry. Live Grounding:
    Helps developers resist unnecessary tooling replacements by leveraging combined
    solutions.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Theory
  - Monitoring vs Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Observability Won’t Replace Monitoring (Because It Shouldn’t)
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/offloading-authentication-and-authorization-from-application-code-to-a-service-mesh:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Technical analysis of how to offload authentication and authorization
    out of application code to sidecar proxies. Moving cryptographical verification
    and fine-grained RBAC to a uniform mesh layer enhances compliance and cuts polyglot
    application code drift.
  language: None
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Security
  - AuthN & AuthZ
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Offloading Authentication and Authorization from Application
    Code to a Service Mesh'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://thenewstack.io/open-source-democratized-software-now-lets-democratize-security:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Advocates for developer-focused open-source security tools. Argues that
    security patterns must be standardized into open, easy-to-integrate libraries
    to protect globally distributed open-source software supply chains.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Open Source
  - Governance standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Open Source Democratized Software. Now Let’s Democratize
    Security'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/opentelemetry-gaining-traction-from-companies-and-vendors:
  description: ''
  addition_method: manual
  content_hash: 4f86c7cf0d795828559792e0ab37b5e08a28de03a1c19dbef88752adaf59b5ee
  health_score: 100.0
  last_checked: 1779031122.279736
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: Traces the massive industry shift and vendor adoption toward OpenTelemetry
    (OTel). While early articles focused on initial vendor buy-in, 2026 live grounding
    confirms OpenTelemetry as the absolute de facto standard for multi-language instrumentation,
    rendering older proprietary tracing agents largely legacy.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - OpenTelemetry
  is_microservice: true
  title: 'thenewstack.io: OpenTelemetry Gaining Traction from Companies and Vendors'
https://thenewstack.io/operationalizing-chaos-engineering-with-gitops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Proposes the paradigm of GitOps-driven chaos engineering. By declaring
    chaos configurations alongside standard application manifests in Git, engineering
    teams achieve strict auditability, versioning, automated cleanups, and predictable
    pipeline integration.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Continuous Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Operationalizing Chaos Engineering with GitOps'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://thenewstack.io/operators-and-sidecars-are-the-new-model-for-software-delivery:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Discusses the architectural shift toward using the Sidecar pattern and
    Kubernetes Operators as standard software delivery mechanisms. This architecture
    segregates cross-cutting concerns like proxying, logging, and security away from
    application logic.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Architecture
  - Design Patterns
  - Operators and Sidecars
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Operators and Sidecars Are the New Model for Software Delivery
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/optimizing-app-performance-in-a-multicloud-stack:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architectural review addressing latency and replication bottlenecks
    across multi-cloud environments. Proposes specific patterns for distributed edge-caches,
    multi-cluster database setups, and smart load balancers.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Multi-Cloud Strategies
  - Performance Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Optimizing App Performance in a Multicloud Stack'
  addition_method: manual
  v2_locations:
  - qa.md
https://thenewstack.io/optimizing-kubernetes-for-peak-traffic-and-avoiding-setbacks:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Presents tactical architectures for tuning Kubernetes to survive extreme,
    unpredictable traffic spikes. Focuses on horizontal pod autoscaler (HPA) algorithm
    sensitivity, proactive load shedding, down-scaling thresholds, and database connection
    pool optimization.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Operations
  - Performance Tuning
  - Autoscaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Optimizing Kubernetes for Peak Traffic and Avoiding Setbacks'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/otomi-container-platform-offers-an-integrated-kubernetes-bundle:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Product overview of Otomi, which bundles ingress, security benchmarks,
    network policies, monitoring tools, and service mesh components into a unified,
    installable suite for Kubernetes.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Platform Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Otomi Container Platform Offers an Integrated Kubernetes
    Bundle'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://thenewstack.io/otterize-intent-based-access-control-for-kubernetes-and-cloud:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An introduction to Intent-Based Access Control (IBAC) patterns using
    Otterize. Explains how developers outline communication intents in declarative
    manifests, which are automatically translated into native CNI policies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Security
  - Intent-Based Access Control
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Otterize: Intent-Based Access Control for Kubernetes and
    Cloud'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://thenewstack.io/owasp-top-10-a-guide-to-the-worst-software-vulnerabilities:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory guide mapping the core vulnerabilities defined by the
    Open Web Application Security Project (OWASP). Explains attack vectors, exploit
    triggers, and standard prevention patterns like data sanitization and strict transport
    policies. Serves as a perfect onboarding resource for training software engineers.
  language: N/A
  resource_type: Article
  complexity: Basic
  hierarchy:
  - Security
  - Mitigation Standards
  - OWASP Top 10
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: OWASP Top 10: A Guide to the Worst Software Vulnerabilities'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/part-1-the-evolution-of-data-pipeline-architecture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An evolutionary study tracing the maturation of data pipelines from
    legacy batch-based ETL architectures to real-time event-streaming topologies.
    It provides key insights into how microservice patterns and cloud infrastructure
    have shifted corporate data strategy toward low-latency stream processing.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Data Engineering
  - Data Pipelines
  - History
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Part 1: The Evolution of Data Pipeline Architecture'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://thenewstack.io/perform-distributed-tracing-with-zipkin:
  addition_method: manual
  content_hash: 72bffb6ef9fb363a5bfeb4f1abe01b1ad9f664e787ceb31ab8fde59352c888ed
  description: ''
  health_score: 100.0
  last_checked: 1779034155.632637
  needs_ai_refresh: true
  stars: 0
  title: 'thenewstack.io: Perform Distributed Tracing with Zipkin'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://thenewstack.io/persistent-volumes-separating-compute-and-storage:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An architectural piece explaining the strategic benefits of separating
    computational logic from stateful storage layers using Persistent Volumes. This
    division facilitates fluid container rescheduling while securing raw historical
    state across hardware failures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Conceptual Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Persistent Volumes: Separating Compute and Storage'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://thenewstack.io/platform-engineering:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A curated repository of technical articles, case studies, and editorial
    content analyzing the evolution of Platform Engineering from traditional DevOps.
    Provides critical architectural comparisons, community trends, and technical insights
    on tool adoption in enterprise environments.
  language: English
  resource_type: Portal
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Industry Trends
  - Articles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: thenewstack.io/platform-engineering
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/platform-engineering-in-2023-dev-first-collaboration-and-apis:
  addition_method: manual
  content_hash: 353bf25e228279ac5edfeab9b7b926e0a43c4f1b110eaf2ba353ed14e6f1285b
  description: ''
  health_score: 100.0
  last_checked: 1779033335.912643
  stars: 0
  status: online
  title: 'thenewstack.io: Platform Engineering in 2023: Dev First, Collaboration and''
    APIs'
  v1_locations:
  - docs/devops.md
  year: N/A
https://thenewstack.io/platform-engineering/-in-2023-dev-first-collaboration-and-apis:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.975182
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering thenewstack.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://thenewstack.io/platform-engineering/architecture-and-design-considerations-for-platform-engineering-teams:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Deep dive into architectural design principles for platform engineering.
    Outlines critical decisions around modular tool chains, declarative configurations,
    open API design, and self-healing systems that form the structural foundation
    of enterprise IDPs.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Design Methodology
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Architecture and Design Considerations for Platform Engineering
    Teams'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/post-pandemic-devops-moves-to-resilient-collaboration:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Evaluates the rise of highly collaborative virtual frameworks in platform
    operations. Details how telemetry sharing stabilizes distributed team response
    performance.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Culture
  - Collaboration Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: DevOps World: DevOps Moves to Resilient Collaboration'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/prepare-to-adopt-the-cloud-a-10-step-cloud-migration-checklist:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A comprehensive operational checklist for transitioning enterprise applications
    to public cloud systems. Key steps encompass assessing application dependencies,
    cost-modeling, security boundaries, containerization feasibility, and shifting
    deployment pipelines to modern CI/CD tooling.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Cloud Strategy
  - Migration Methodology
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Prepare to Adopt the Cloud: A 10-Step Cloud Migration Checklist
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/private-vs-public-cloud-how-kubernetes-shifts-the-balance:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Analyzes the architectural shift enabled by Kubernetes in bridging the
    gap between private and public cloud environments. By decoupling applications
    from underlying infrastructure, Kubernetes acts as an abstraction layer that permits
    consistent deployments across heterogeneous footprints, optimizing operational
    costs and security posture.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Deployment Models
  - Hybrid & Private Cloud
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Private vs. Public Cloud: How Kubernetes Shifts the Balance'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/project-calico-kubernetes-security-as-saas:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes Project Calico's enterprise security platforms, focusing on
    network segmentation through high-performance eBPF data planes. Details SaaS-driven
    configurations for securing multi-cluster dynamic networking topologies. Explains
    policy design that automatically bridges hybrid structures with local endpoints.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Network Security
  - CNI Data Plane
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Project Calico: Kubernetes Security as SaaS'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/prometheus-and-opentelemetry-just-couldnt-get-along:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Critically analyzes the historical divergence and friction between Prometheus
    metrics conventions and OpenTelemetry metrics data models. Explores alignment
    efforts, such as native OTLP support in Prometheus, to achieve semantic parity
    across enterprise cloud-native telemetry pipelines.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Standards
  - Interoperability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Prometheus and OpenTelemetry Compatibility Issues
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://thenewstack.io/provision-bare-metal-kubernetes-with-the-cluster-api:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive into utilizing Cluster API for declarative provisioning
    on physical hardware. The guide details how Cluster API Provider BYOH (Bring Your
    Own Host) and Metal3 bridge the gap between bare-metal lifecycle management and
    cloud-like declarative workflows, orchestrating native bare-metal nodes through
    Kubernetes CRDs.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Bare Metal
  - Cluster API
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Provision Bare-Metal Kubernetes with the Cluster API'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://thenewstack.io/pulumi-releases-a-kubernetes-operator:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Product launch overview of the Pulumi Kubernetes Operator, showing how
    platform engineers can configure GitOps style synchronization between Git repositories
    and active cloud infrastructure.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Provisioning
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Pulumi Releases a Kubernetes Operator'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://thenewstack.io/push-vs-pull-in-gitops-is-there-really-a-difference:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Synthesizes the core debate between push-based CI/CD pipelines (e.g.,
    Jenkins, GitLab CI) and pull-based controllers (e.g., Argo CD, Flux). Details
    security benefits, firewall dynamics, and resource reconciliation advantages inherent
    to the pull-based operational model.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - GitOps
  - Architecture
  - Reconciliation Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Push vs. Pull in GitOps: Is There Really a Difference?'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/python-for-beginners-when-and-how-to-use-tuples:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Analyzes immutable sequence collections (tuples) and
    their use-cases compared to dynamic arrays.

    Live Grounding: Highlights internal performance optimizations, tuple hashing mechanics,
    unpack semantics, and low runtime resource allocation profiles.'
  language: Python
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Python for Beginners: When and How to Use Tuples'
  addition_method: manual
  v2_locations:
  - python.md
https://thenewstack.io/quickly-install-a-kubernetes-cluster-with-kubekey:
  addition_method: manual
  content_hash: e6d4574bbbc4eba5cc897a7800e6540c136494a4abb2f96f9bf408cd14b02d97
  description: ''
  health_score: 100.0
  last_checked: 1779031850.163717
  needs_ai_refresh: true
  stars: 0
  title: 'thenewstack.io: Quickly Install a Kubernetes Cluster with KubeKey'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://thenewstack.io/rancher-2-5-sets-out-to-be-the-stock-kubernetes-build-for-gitops:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: An editorial evaluating Rancher 2.5's ambition to serve as the unified
    standard platform for GitOps continuous deployment, scaling from local systems
    up to millions of edge computing clusters.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Management
  - Product Updates
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Rancher 2.5 Sets out to Be the Stock Kubernetes Build for
    GitOps'
  addition_method: manual
  v2_locations:
  - rancher.md
https://thenewstack.io/rancher-donates-its-longhorn-kubernetes-persistent-storage-software-to-cncf:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Documents the strategic donation of the Longhorn distributed storage
    project to the CNCF by Rancher Labs. This transition secured the tool's collaborative
    open-source roadmap, accelerating its development and integration as a reliable
    storage solution for Kubernetes platform engineers.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Open Source Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Rancher Donates its ‘Longhorn’ Kubernetes Persistent Storage
    Software to CNCF'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://thenewstack.io/react-in-real-time-with-event-driven-apis:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Evaluates the shifting architectural landscape towards event-driven
    API patterns. Discusses protocols and specifications like WebSockets, Server-Sent
    Events, and AsyncAPI, analyzing how they enable real-time asynchronous streaming
    and responsive microservice architectures.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Architecture
  - Event-Driven Systems
  - Asynchronous Messaging
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: React in Real-Time with Event-Driven APIs'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/reasons-to-implement-hashicorp-vault-and-other-zero-trust-tools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the business and architectural drivers behind implementing
    HashiCorp Vault as part of a comprehensive Zero Trust strategy. Details how organizations
    eliminate static credentials, leverage short-lived dynamic credentials, and decouple
    trust from traditional network perimeters to establish identity-driven runtime
    security.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Zero Trust Architectures
  - Modern Secrets Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Reasons to Implement HashiCorp Vault and Other Zero Trust
    Tools'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/reasons-to-opt-for-a-multicloud-strategy:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Outlines key operational drivers supporting a deliberate multi-cloud
    migration strategy, centering on geographic expansion, regional regulatory mandates,
    and optimized billing leverage. The resource emphasizes treating multi-cloud as
    a strategic framework to optimize application delivery across diverse vendor strengths.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Multi-Cloud Strategy
  - Business Drivers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Reasons to Opt for a Multicloud Strategy'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/red-hat-brings-ansible-automation-to-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains how Red Hat bridges legacy VM architecture with container orchestration.
    By utilizing Ansible operators inside Kubernetes, operations teams can trigger
    external automation workflows from cloud-native custom resources, drastically
    simplifying hybrid cloud integrations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Automation
  - Kubernetes Management
  - Red Hat & Ansible
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Red Hat Brings Ansible Automation to Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://thenewstack.io/red-hat-brings-backup-snapshots-to-openshift-container-storage:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines the native storage snapshot and restoration interfaces added
    to Red Hat OpenShift Container Storage (now ODF). Demonstrates policy-driven volume
    protection and native multi-cloud replication architectures.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Storage Systems
  - OpenShift Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Red Hat Brings Backup, Snapshots to OpenShift Container
    Storage'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://thenewstack.io/red-hat-delivers-full-gitops-ci-cd-built-on-tekton-and-argo:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A product release report exploring Red Hat's operationalization of Tekton
    and ArgoCD, demonstrating enterprise-level support pathways and consolidated operator
    integrations inside standard OpenShift environments.
  language: English
  resource_type: Technical News
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - OpenShift
  - CI/CD Pipeline
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Red Hat Delivers Full GitOps CI/CD Built on Tekton and Argo'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/red-hat-jboss-data-grid-not-just-storing-java-objects-anymore:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: A historical overview detailing JBoss Data Grid's architectural transition.
    It explains how the grid progressed from a simple JVM object store into a high-capacity,
    language-agnostic distributed cache.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Data & Caching
  - Data Grid
  - In-Memory Caching
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Red Hat JBoss Data Grid is Not Just for Caching Java Objects Anymore \U0001F31F"
  addition_method: manual
  v2_locations:
  - caching.md
https://thenewstack.io/red-hat-launches-an-openshift-based-marketplace-to-aid-multicloud-portability:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Analyzes the architecture and distribution mechanics of the Red Hat
    Marketplace built on OpenShift. Provides a standardized environment for running
    certified Kubernetes Operators with built-in multicloud portability, unified metering,
    and automatic lifecycle management.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Platform Ecosystem
  - Multicloud Marketplaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Red Hat Launches an OpenShift-Based Marketplace to Aid Multicloud
    Portability \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://thenewstack.io/red-hat-offers-a-complete-kubernetes-stack-with-openshift-platform-plus:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A press review of OpenShift Platform Plus, highlighting the deployment
    convenience of securing distributed enterprise Kubernetes footprints using Quay,
    RHACS, and RHACM from a single console.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Platform Packaging
  - Enterprise Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Red Hat Offers a ‘Complete Kubernetes Stack’ with OpenShift
    Platform Plus \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://thenewstack.io/red-hat-openshift-4-8-adds-serverless-functions-pipelines-as-code:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Details key features in OpenShift 4.8, focusing on serverless deployments
    built on Knative, pipelines-as-code models integrated with Tekton, and the orchestration
    of sandboxed runtimes for increased host security.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Release Diagnostics
  - Serverless & CI/CD
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Red Hat OpenShift 4.8 Adds Serverless Functions, Pipelines-As-Code'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://thenewstack.io/reduce-kubernetes-costs-using-autoscaling-mechanisms:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analysis of how organizations employ automated scaling algorithms
    to control cloud spending. Focuses on dynamic pod scheduling, rightsizing CPU
    constraints, and avoiding expensive compute over-provisioning cycles.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Cost Optimization
  - FinOps Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Reduce Kubernetes Costs Using Autoscaling Mechanisms'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://thenewstack.io/remote-debugging-in-aws-the-missing-link-in-your-debugging-toolset:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight exposes methodologies for live-debugging cloud-hosted
    microservices without causing disruption. Live Grounding tracks the evolution
    of these techniques into sophisticated cloud-native debugging proxies and observability
    integrations (like OpenTelemetry and Telepresence), bridging local IDEs with remote
    VPC resources.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Testing & Chaos
  - Debugging
  - AWS Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Remote Debugging in AWS: The Missing Link in Your Debugging
    Toolset'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://thenewstack.io/removing-the-roadblock-to-continuous-performance-testing:
  description: ''
  addition_method: manual
  content_hash: 6d5f9a2746e69e33d3bf76f0cbab79f0f0bdf14259a6b5d37ce8850cb6cc19e7
  health_score: 100.0
  last_checked: 1779030330.066372
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2020'
  ai_summary: Presents options for automating continuous load and performance tests
    inside active pipelines. Looks at scaling out containerized, ephemeral mock testing
    endpoints to mimic production conditions.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - Performance Testing
  is_microservice: false
  title: 'thenewstack.io: Removing the Roadblock to Continuous Performance Testing'
https://thenewstack.io/repatriation-or-cloud-what-we-need-is-control:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Critiques the assumption that cloud migration and GitOps automatically
    lower costs. Focuses on the real value: gaining architectural control, system
    predictability, and operational efficiency over raw resource discount optimizations.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - FinOps
  - Cloud Economics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: GitOps and the Cheap Cloud Myth'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/scaling-microservices-on-kubernetes:
  description: "- Horizontally scaling a monolith is much more difficult; and we simply
    can’t independently scale any of the “parts” of a monolith. This isn’t ideal,
    because it might only be a small part of the monolith that causes the performance
    problem. Yet, we would have to vertically scale the entire monolith to fix it.
    Vertically scaling a large monolith can be an expensive proposition.\n    - Instead,
    with microservices, we have numerous options for scaling. For instance, we can
    independently fine-tune the performance of small parts of our system to eliminate
    bottlenecks and achieve the right mix of performance outcomes."
  year: '2021'
  stars: 0
  ai_summary: A systematic review outlining why microservice-based applications on
    Kubernetes scale more efficiently than monolithic equivalents. Details patterns
    for isolating performance-critical application layers and scaling them horizontally
    without bloated infrastructure footprints.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Microservices
  - Scaling Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Scaling Microservices on Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://thenewstack.io/secops-in-a-post-covid-world-3-security-trends-to-watch:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes trends in SecOps driven by remote-first development environments.
    Covers methods for hardening distributed workstations, deploying centralized cloud
    developer workspaces, and migrating to zero-trust networks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - SecOps
  - Distributed Working
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: SecOps in a Post-COVID World: 3 Security Trends to Watch'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/secure-your-service-mesh-a-13-item-checklist:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A 13-item security checklist aimed at securing the mesh control and
    data planes. Covers limiting external exposure of APIs, dynamic mutual authentication,
    runtime auditing, and restricting sidecar execution permissions.
  language: None
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Security
  - Best Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Secure Your Service Mesh: A 13-Item Checklist'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://thenewstack.io/secured-access-to-kubernetes-from-anywhere-with-zero-trust:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the tactical implementation of Zero Trust Network Access (ZTNA)
    in multi-environment Kubernetes infrastructures. Explores shifting away from classic
    perimeter-based security systems towards context-aware, cryptographic access tokens.
    The guide provides architectural frameworks for dynamic network tunneling, ensuring
    robust authentication of out-of-band operators.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Access Control
  - Zero Trust Network Access
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Secured Access to Kubernetes from Anywhere with Zero Trust
    | Tenry Fu \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/securing-access-to-kubernetes-environments-with-zero-trust:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses securing cloud-native setups using Zero Trust strategies.
    Covers real-time threat assessments, deep access auditing, and replacing static
    certificates with automated network micro-segmentation.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Zero Trust Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Securing Access to Kubernetes Environments with Zero Trust'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/securing-istio-workloads-with-auth0:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step tutorial on securing microservice workloads by configuring
    Istio RequestAuthentication to validate Auth0-issued JSON Web Tokens (JWT). Offloads
    token validation to the Envoy proxy sidecar, shielding backend services from authorization
    code boilerplates.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Securing Istio Workloads with Auth0'
  addition_method: manual
  v2_locations:
  - istio.md
https://thenewstack.io/securing-kubernetes-in-a-cloud-native-world:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This technical analysis explores how security shifts within high-velocity
    cloud-native deployments. Outlines strategies for managing immutable infrastructure,
    dynamic policy updates, and zero-trust routing. Strongly advocates for shifting
    security controls left and using automated gating engines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Architecture
  - DevSecOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Securing Kubernetes in a Cloud Native World'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/security-insights-into-infrastructure-as-code:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines vulnerability mapping and mitigation strategies in Infrastructure-as-Code
    files, emphasizing Terraform, CloudFormation, and Ansible templates. Discusses
    the dangers of utilizing loose public access defaults and unsecured parameters.
    Focuses on the imperative of automated pipeline compliance scanning.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Static Analysis
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Security Insights into Infrastructure-as-Code'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/security-will-be-instrumental-for-the-success-of-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the vital link between Git security and production security.
    Outlines how to secure the Git repository itself (via commit signing, branch protection
    rules, and credential scanning) as it becomes the high-value target for supply
    chain attacks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Security
  - Risk Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Security Will Be Instrumental for the Success of GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/serverless-needs-more-observability-tools:
  description: ''
  addition_method: manual
  content_hash: 7ed222a3a13d8677434896b4bdf08f1f163d285f00a671ed723ef199d4a6f283
  health_score: 100.0
  last_checked: 1779029916.510361
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: An analysis of early observability gaps within highly ephemeral, stateless
    serverless workloads (e.g., AWS Lambda). While cold starts and execution tracing
    were historically hard, 2026 live grounding showcases massive improvements using
    lightweight OpenTelemetry layers and eBPF kernel tracing.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - Serverless
  is_microservice: true
  title: 'thenewstack.io: Serverless Needs More Observability Tools'
https://thenewstack.io/serverless-vs-kubernetes-the-peoples-vote:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Presents developer survey feedback and architectural trade-offs between
    hosting standard containers in Kubernetes versus deploying logic within serverless
    frameworks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture Decisions
  - Comparisons
  - Kubernetes vs Serverless
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Serverless vs. Kubernetes: The People’s Vote'
  addition_method: manual
  v2_locations:
  - serverless.md
https://thenewstack.io/service-level-objectives-in-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analysis of implementing resilient Service Level Objectives (SLOs) natively
    inside Kubernetes environments. Explains mathematical error-budget calculation
    methodologies, Prometheus alert thresholds, and the strategic alignment of technical
    service indicators with business values.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Observability
  - Metrics
  - SLO Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Service Level Objectives in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://thenewstack.io/service-mesh-adds-security-observability-and-traffic-control-to-kubernetes:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An overview of service mesh implementations, detailing how they abstract
    the communication infrastructure away from the application code. It focuses on
    the delivery of automated mTLS, fine-grained canary rollouts, and holistic tracing
    capabilities.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Service Mesh
  - Kubernetes Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Service Mesh Adds Security, Observability and Traffic Control
    to Kubernetes'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://thenewstack.io/service-meshes-in-the-cloud-native-world:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Examines the role of service meshes as a fundamental design pattern
    of the cloud-native ecosystem, highlighting how dynamic runtime topologies are
    sustained, governed, and simplified via standardized control planes.
  language: None
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Service Meshes in the Cloud Native World'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://thenewstack.io/sharing-the-operations-burden-centralized-vs-decentralized:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes the architectural and operational trade-offs of centralized
    operations versus decentralized embedded-SRE teams. Helps platform architects
    structure their engineering departments based on business unit autonomy and release
    velocity.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Organizational Design
  - Operating Models
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Centralized vs. Decentralized Operations'
  addition_method: manual
  v2_locations:
  - sre.md
https://thenewstack.io/shuttleops-no-code-docker-and-kubernetes:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A technical feature article reviewing ShuttleOps' attempt to democratize
    containerized application delivery through a drag-and-drop orchestration layer,
    mapping out visually how code transforms to containers without YAML overhead.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - No-Code Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: ShuttleOps: No-Code Docker and Kubernetes'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://thenewstack.io/sidecars-are-changing-the-kubernetes-load-testing-landscape:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores how native sidecar containers (introduced in K8s 1.28) redefine
    load-testing execution. By decoupling helper utilities from core application workloads,
    sidecars simplify performance benchmarking and operational telemetry.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Design Patterns
  - Sidecar Pattern
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Sidecars are Changing the Kubernetes Load-Testing Landscape'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://thenewstack.io/simple-http-load-testing-with-slos:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A technical exploration of how modern load testing tools are adopting
    Service Level Objectives (SLOs) as first-class assertions. It contrasts classical
    metric collections against modern SLO-driven assertions (e.g., verifying 95th
    percentile latency is under 100ms), showcasing how to integrate these checks directly
    into automated deployment flows.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Testing
  - Performance Testing
  - Service Level Objectives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Simple HTTP Load Testing with SLOs'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://thenewstack.io/simple-load-testing-with-github-actions:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Practical engineering guide detailing how to build an automated, zero-infrastructure
    load testing flow using GitHub Actions. It highlights how integrating lightweight
    load generators (like k6 or Vegeta) into standard YAML workflows establishes early
    performance baselines and guards against performance regressions.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - GitHub Actions
  - Performance Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Simple Load Testing with GitHub Actions'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://thenewstack.io/slos-in-kubernetes-1-year-later:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An operational retrospective detailing the practical challenges and
    iterative tuning required to maintain robust SLO metrics over a twelve-month horizon
    in live production environments. Discusses tackling alert fatigue and scaling
    telemetry storage.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Observability
  - Metrics
  - SLO Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: SLOs in Kubernetes, 1 Year Later'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://thenewstack.io/software-development:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the industry-wide evolution from manual deployment scripting
    toward robust declarative GitOps controllers. By abstracting execution environments
    inside the cluster, security risks and operational overhead are dramatically reduced.
    It highlights how GitOps enables faster onboarding of junior developers.
  language: None
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - DevOps Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: What Is GitOps and Why It Might Be The Next Big Thing for
    DevOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/solo-io-istio-is-winning-the-service-mesh-war:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive market analysis examining Istio's technical and community
    dominance over competitor service meshes. Highlights how deep integration with
    Kubernetes, rich feature sets, and aggressive industry backing cemented Istio
    as the dominant standard for service-to-service connectivity.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Solo.io: Istio Is Winning the Service Mesh War'
  addition_method: manual
  v2_locations:
  - istio.md
https://thenewstack.io/sre-vs-devops-successful-platform-engineering-needs-both:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Argues that successful modern Platform Engineering requires marrying
    DevOps velocity patterns with SRE reliability practices inside the developer platform
    tooling layer.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Platform Engineering
  - Strategic Alignment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: SRE vs. DevOps? Successful Platform Engineering Needs Both'
  addition_method: manual
  v2_locations:
  - sre.md
https://thenewstack.io/ssh-made-easy-with-ssh-agent-and-ssh-config:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Hands-on walk-through explaining SSH Agent operation, keystore lifecycle
    management, and optimizing the SSH client using advanced configuration constructs
    to minimize verbose CLI flags.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: SSH Made Easy with SSH Agent and SSH Config'
  addition_method: manual
  v2_locations:
  - linux.md
https://thenewstack.io/stackrox-kubelinter-brings-security-linting-to-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Introduces KubeLinter's launch under the StackRox banner. Illustrates
    how integrating security check loops early in the software development lifecycle
    (Shift-Left) reduces misconfigurations in cluster deployments. Details basic CLI
    operation, customization of checks, and custom rule design.
  language: N/A
  resource_type: Article
  complexity: Basic
  hierarchy:
  - DevOps
  - Static Analysis
  - Kubernetes Linting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: StackRox KubeLinter Brings Security Linting to Kubernetes'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/stateful-workloads-on-kubernetes-with-container-attached-storage:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An exploration of Container Attached Storage (CAS) architectures, where
    storage software itself runs inside microservices to present local drives as resilient
    distributed storage pools. This approach, exemplified by OpenEBS and Portworx,
    maximizes hyper-converged agility.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Container Attached Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Stateful Workloads on Kubernetes with Container Attached
    Storage \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://thenewstack.io/stop-technical-debt-before-it-damages-your-company:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines proactive governance models to identify and mitigate tech debt
    before it stunts organizational velocity. Advocates for clear code quality baselines,
    integrated CI/CD linter pipelines, and dedicated refactoring sprints.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Methodology
  - Engineering Leadership
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Stop Technical Debt Before It Damages Your Company'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/streaming-data-and-the-modern-real-time-data-stack:
  description: '|  | **Modern Data Stack** | **Modern Real-Time Data Stack** |'
  year: '2022'
  stars: 0
  ai_summary: This technical comparison contrasts the offline batch processing of
    the Modern Data Stack with the low-latency Modern Real-Time Data Stack. It details
    the mechanics of utilizing Kafka, Pulsar, or Redpanda to feed continuous pipeline
    architectures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Real-Time Data
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Streaming Data and the Modern Real-Time Data Stack'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://thenewstack.io/struggling-with-it-staff-leaving-try-infrastructure-as-code:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses the organizational value of IaC in codifying systems architecture
    and retaining tribal knowledge. Helps mitigate risks associated with staff transitions
    and streamlines onboarding for new engineering hires.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Organizational
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Struggling with IT Staff Leaving? Try Infrastructure as
    Code \U0001F31F"
  addition_method: manual
  v2_locations:
  - iac.md
https://thenewstack.io/study-silos-are-chief-impediment-to-it-and-business-value:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Analyzes survey data proving how organizational and technological silos
    directly impede software delivery velocity and downstream business value. Argues
    that introducing modern container technology without breaking down departmental
    silos leads to failed platform transformations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Business Architecture
  - Organizational Structure
  - DevOps Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Study: Silos Are the Chief Impediment to IT and Business
    Value'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/supercharge-coredns-with-cluster-addons:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to optimize and expand CoreDNS utilizing custom cluster
    addons and selective plugin combinations. Details core performance profiles and
    caching methodologies to supercharge name resolution in dense, highly dynamic
    cloud environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - DNS
  - Service Discovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Supercharge CoreDNS with Cluster Addons \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://thenewstack.io/swimm-helps-new-dev-hires-stay-afloat-with-continuous-documentation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines how continuous documentation practices supported by Swimm accelerate
    engineering onboarding, ensuring new developers have real-time, context-aware
    code blueprints.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Documentation
  - Continuous Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Swimm Helps New Dev Hires Stay Afloat with Continuous Documentation'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://thenewstack.io/terraform-1-0-reflects-what-hashicorp-has-learned-about-infrastructure-as-code:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An executive retrospection of the lessons that shaped the landmark Terraform
    1.0 milestone. Highlights improvements in state file handling, custom provider
    interfaces, and the maturation of HCL syntax semantics.
  language: English
  resource_type: Retrospective Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Major Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Terraform 1.0 Reflects What HashiCorp Has Learned About
    Infrastructure-as-Code'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thenewstack.io/terraform-on-aws-multi-account-setup-and-other-advanced-tips:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores enterprise Terraform architectures focusing on multi-account
    AWS structures and secure assume-role paradigms. Details how to coordinate backend
    state files and implement workspace isolations across organizations.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Terraform on AWS: Multi-Account Setup and Other Advanced
    Tips'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thenewstack.io/terraforms-best-practices-and-pitfalls:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A diagnostic review examining common Terraform design errors, including
    monolithic state layouts and static credentials hardcoding. Provides engineering
    strategies to partition large state networks, establishing solid boundary scopes
    for cloud infrastructure.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Best Practices
  - Anti-Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Terraform’s Best Practices and Pitfalls'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thenewstack.io/testcontainers-integration-library-gets-commercial-backing-with-atomicjar:
  addition_method: manual
  content_hash: 94051faa5fdaaf380030a84c858517ffccb5eee3eb315644cb442b6e327f33fa
  description: ''
  health_score: 100.0
  last_checked: 1779034422.748997
  needs_ai_refresh: true
  stars: 0
  title: 'thenewstack.io: Testcontainers Integration Library Gets Commercial Backing''
    with AtomicJar'
  v1_locations:
  - docs/qa.md
  year: N/A
https://thenewstack.io/testkube-a-new-approach-to-cloud-native-testing:
  description: ''
  addition_method: manual
  content_hash: 0c1745a8f0d6e7c692208e9ad1fedbc3d92213d3a14b4997d48f8196edfbcaf8
  health_score: 100.0
  last_checked: 1779030199.270963
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: An editorial introduction to Testkube's decoupled test-runner architecture.
    The piece explains how running test suites inside Kubernetes clusters eliminates
    the need to expose private APIs to external runner environments like GitHub Actions
    or GitLab CI.
  language: English
  resource_type: Technical Article
  complexity: Low
  hierarchy:
  - Testing
  - Test Orchestration
  - Industry Reviews
  is_microservice: false
  title: 'thenewstack.io: TestKube: A New Approach to Cloud Native Testing'
https://thenewstack.io/testkube-cloud-native-testing-framework-for-kubernetes:
  description: ''
  addition_method: manual
  content_hash: 1b9c1b501be2135dc3ee22d69bd84e50519a23f65fd9adbd151a1ae68284aa81
  health_score: 100.0
  last_checked: 1779030658.370142
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A follow-up analysis focusing on Testkube's integration with popular
    GitOps tooling. The article details how treating tests as Kubernetes custom resources
    ensures test pipelines automatically sync alongside the corresponding microservices.
  language: English
  resource_type: Technical Article
  complexity: Low
  hierarchy:
  - Testing
  - Test Orchestration
  - Industry Reviews
  is_microservice: false
  title: 'thenewstack.io: Testkube: A Cloud Native Testing Framework for Kubernetes'
https://thenewstack.io/the-4-definitions-of-multicloud-part-1-data-portability:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Evaluates the concept of data portability within multi-cloud configurations.
    Focuses on the architectural mechanisms of synchronizing state across varying
    proprietary cloud databases, minimizing network egress latency, and utilizing
    modern cloud-native storage interfaces (CSI) for storage flexibility.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Multi-Cloud Strategy
  - Data Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The 4 Definitions of Multicloud: Part 1 — Data Portability'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/the-6-pillars-of-platform-engineering-part-1-security:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines the security pillar of Platform Engineering, showing how to
    bake access control, compliance, vulnerability scanning, and secrets management
    directly into the paved path. This strategy ensures security compliance is passive
    and frictionless for product developers.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Pillars
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The 6 Pillars of Platform Engineering: Part 1 — Security'
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/the-benefits-and-drawbacks-of-dataops-in-practice:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the practical benefits and deployment drawbacks of DataOps.
    Outlines continuous integration strategies for analytical workflows, database
    schema migration safety, automated validation testing, and orchestrating massive
    data pipelines.
  language: Conceptual
  resource_type: Methodology Guide
  complexity: Intermediate
  hierarchy:
  - Databases
  - Data Operations
  - DataOps
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The Benefits and Drawbacks of DataOps in Practice'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/the-best-site-reliability-engineering-tools-in-2021:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An evaluative overview of top-tier reliability platforms. Focuses on
    tools addressing continuous anomaly detection, SLO dashboards, chaos engineering,
    and incident management pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: The Best Site Reliability Engineering Tools in 2021'
  addition_method: manual
  v2_locations:
  - sre.md
https://thenewstack.io/the-challenges-of-monitoring-kubernetes-and-openshift:
  addition_method: manual
  content_hash: ce324f75cac9ce1dedc76a360b4d1111028392d339e272a632be07a175a9acc3
  description: ''
  health_score: 100.0
  last_checked: 1779032339.976003
  stars: 0
  status: online
  title: 'thenewstack.io: The Challenges of Monitoring Kubernetes and OpenShift'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://thenewstack.io/the-cloud-native-landscape-platforms-explained:
  addition_method: manual
  content_hash: c04d6959199ddd8499c01571ff0d8015a21ef6141ad2d68df43b1e5a8dba2bb1
  description: ''
  health_score: 100.0
  last_checked: 1779033925.285006
  stars: 0
  status: online
  title: 'thenewstack.io: The Cloud Native Landscape: Platforms Explained'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://thenewstack.io/the-coming-era-of-data-as-code:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents the 'Data as Code' philosophy, where datasets are treated with
    the same version control, testing, and continuous delivery disciplines as application
    source code. The author argues that data pipelines must have rigorous validation
    tests before execution. Live enterprise analytics frameworks validate this trend,
    showing that treating data declaratively is essential for stable, reproducible
    machine learning and analytical pipelines.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Data Operations
  - Data-as-Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: The Coming Era of Data as Code \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/the-devsecops-skillsets-required-for-cloud-deployments:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Identifies core competencies required to bridge the gap between application
    engineering, infrastructure management, and information security. Explores training
    approaches for policy-as-code linting, automated vulnerability triage, and team
    threat modeling.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - Engineering Skills
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The DevSecOps Skillsets Required for Cloud Deployments'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/the-future-of-microservices-more-abstractions:
  addition_method: manual
  content_hash: 32a7606ea43f5e0c14b7551ad20fbae17443ab78a078191d67d136bd0a96f41d
  description: ''
  health_score: 100.0
  last_checked: 1779031489.538303
  stars: 0
  status: online
  title: 'thenewstack.io: The Future of Microservices? More Abstractions'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://thenewstack.io/the-future-of-ops-careers:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Analyzes the evolution of systems careers, mapping the rise of specialized
    SRE and platform engineering positions to handle complex multi-cloud deployments.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Culture
  - Career Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: The Future of Ops Careers \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://thenewstack.io/the-growth-of-state-in-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A historical and architectural analysis of the growth of stateful applications
    inside Kubernetes. It documents the transition from early, experimental Peterson/Docker
    volume loops to highly hardened cloud-native database clustering engines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Stateful Applications
  tags:
  - '[EMERGING]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: The Growth of State in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://thenewstack.io/the-hidden-costs-of-service-meshes:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An essential architectural analysis of the hidden performance costs
    of deploying service meshes. Details resource overhead limits (CPU/RAM per proxy),
    network latency penalties, and cognitive overhead for platform engineering teams.
  language: None
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Performance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: The Hidden Costs of Service Meshes'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://thenewstack.io/the-kubernetes-network-security-effect:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the industry paradigm shift toward dynamic microsegmentation.
    Discusses the downstream security benefits of adopting strict default-deny postures
    in multi-tenant environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Security
  - Zero Trust
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: The Kubernetes Network Security Effect \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://thenewstack.io/the-latest-owasp-top-10-looks-a-lot-like-the-old-owasp:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes shifts within the OWASP Top 10 web application vulnerabilities
    list. Highlights the prominence of Broken Access Control and Cryptographic Failures,
    showing a clear shift from simple code-level bugs (like injection) toward systemic
    architectural logic failures. Useful for security steering groups updating development
    policies.
  language: N/A
  resource_type: Article
  complexity: Basic
  hierarchy:
  - Security
  - Mitigation Standards
  - OWASP Top 10
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Latest OWASP Top 10 Surfaces Web Development Security Bugs'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/the-most-popular-cloud-native-storage-solutions:
  addition_method: manual
  content_hash: faf4291b9c2044bc614e34926ec7b8dff96a5f79c8b7efd21727bc222f63f11a
  description: ''
  health_score: 100.0
  last_checked: 1779033692.511776
  stars: 0
  status: online
  title: "thenewstack.io: The most popular cloud native solutions \U0001F31F"
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://thenewstack.io/the-new-stacks-top-kubernetes-stories-of-2021:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A retro collection of tech journalism covering Kubernetes security vulnerabilities,
    runtime deprecations, and API improvements. Essential history context of cloud-native
    developments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Industry Trends
  - Yearly Reviews
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The New Stack’s Top Kubernetes Stories of 2021'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/the-next-kubernetes-management-frontier-automation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes automation frameworks as the definitive management frontier
    for multi-cluster operations. Curator Insight focuses on standard tooling, whereas
    Live Grounding demonstrates how GitOps-driven automation is a core requirement
    to support modern self-healing platforms.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Cluster Operations
  - Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: The Next Kubernetes Management Frontier: Automation. Automation
    Is No Longer a “Nice to Have” \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/the-next-step-after-devops-and-gitops-is-cloud-engineering-pulumi-says:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational examination of the shift from legacy DevOps models to
    full Cloud Engineering. Highlights how Pulumi bridges application development
    and infrastructure via standardized code workflows.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Cloud Engineering
  - Pulumi
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The Next Step after DevOps and GitOps Is Cloud Engineering,
    Pulumi Says'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://thenewstack.io/the-nsa-can-help-you-secure-your-kubernetes-clusters:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the joint security guidance on Kubernetes hardening issued
    by the NSA and CISA. Translates government recommendations into actionable steps
    for enterprise IT administrators. Focuses on separation of credentials and configuring
    audit pathways.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Hardening Standards
  - Government Guidelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The NSA Can Help Secure Your Kubernetes Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://thenewstack.io/the-path-to-getting-the-full-data-stack-on-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This article reviews the architectural evolution of running stateful
    database instances inside Kubernetes. It analyzes how modern storage interfaces
    (CSI) and specialized Operators now safely support stateful structures next to
    stateless applications.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes
  - Data Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The Path to Getting the Full Data Stack on Kubernetes'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://thenewstack.io/the-rise-of-event-driven-architecture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article documents the architectural factors that made event-driven
    integration standard in modern cloud-native enterprises. It explains how synchronous
    HTTP calls cause cascade failures and presents asynchronous patterns as the default
    design choice for complex topologies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Event-Driven Architecture
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: The Rise of Event-Driven Architecture'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://thenewstack.io/the-rise-of-the-event-streaming-database:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This piece explores the architectural rise of specialized event streaming
    databases (such as ksqlDB or Materialize). It details how traditional read-centric
    DB engines struggle under continuous live streams, and contrasts them with stream-first
    engines designed for real-time continuous query materialization.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Databases
  - Event Streaming
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: The Rise of the Event Streaming Database \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://thenewstack.io/the-rush-to-fix-the-kubernetes-failover-problem:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines architectural deficiencies in standard Kubernetes multi-cluster
    failover mechanisms. Analyzes modern active-active cross-cluster traffic routing
    strategies and external DNS synchronization tools that resolve cloud provider
    and region-level disasters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - High Availability
  - Failover Mechanics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The Rush to Fix the Kubernetes Failover Problem'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/the-scalability-myth:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Deconstructs the architectural fixation on infinite scaling patterns,
    exposing the operational costs and technical debt of prematurely optimizing for
    hyper-scale. Explores real-world performance tuning, database indexing, and efficient
    code paths as more cost-effective alternatives.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Performance Optimization
  - System Architecture
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The Scalability Myth'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/the-site-reliability-engineering-tool-stack:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the fundamental tooling categories necessary for robust SRE
    practices, spanning declarative Infrastructure as Code (IaC), performance profiling,
    on-call management, and automated monitoring integrations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: The Site Reliability Engineering Tool Stack'
  addition_method: manual
  v2_locations:
  - sre.md
https://thenewstack.io/the-state-of-kubernetes-key-challenges-and-the-role-of-ai:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Examines the growing operational complexities in Kubernetes and the
    emergence of Artificial Intelligence for IT Operations (AIOps). Discusses how
    machine learning can automate anomaly detection, resource sizing recommendations,
    and automated troubleshooting.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Industry Trends
  - AI Operations
  - Kubernetes Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The State of Kubernetes: Key Challenges and the Role of
    AI'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/the-time-to-decide-on-docker-desktop-has-arrived:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Strategic evaluation analyzing how Docker Desktop's commercial subscription
    timeline impacts enterprise operations, helping organizations choose between purchasing
    licenses or migrating to open-source alternatives.
  language: English
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Licensing & Licensing Shift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The Time to Decide on Docker Desktop Has Arrived'
  addition_method: manual
  v2_locations:
  - docker.md
https://thenewstack.io/the-top-5-secrets-management-mistakes-and-how-to-avoid-them:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Identifies critical anti-patterns in cloud secrets administration, detailing
    the hazards of static credential rotation, environment variable exposure, and
    Git commits. Recommends implementing ephemeral credentials via HashiCorp Vault,
    dynamic injection, and scoped role access.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - Risk Mitigation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: The Top 5 Secrets Management Mistakes and How to Avoid Them'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/the-urgency-driving-aiops-into-your-enterprise:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the business and technology drivers forcing rapid enterprise
    integration of AIOps platforms. Addresses the challenge of telemetry overload
    and details how automated correlation engines optimize modern cloud networks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Architecture
  - AIOps & Observability
  - Strategic IT Ops
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The Urgency Driving AIOps into Your Enterprise'
  addition_method: manual
  v2_locations:
  - ai.md
https://thenewstack.io/this-week-in-programming-all-hail-visual-studio-code:
  description: ''
  addition_method: manual
  content_hash: 8358a8656dbcb0da4c4db2d50690dbcf94b8e895767ef99220cb29135e7ac57d
  health_score: 100.0
  last_checked: 1779029113.299091
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2020'
  ai_summary: This programmatic review explores VS Code's ascent to market dominance.
    It analyzes the underlying lightweight Electron architecture, dynamic ecosystem
    scaling, and multi-language support that enable the platform to function effectively
    across diverse programming environments.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: 'thenewstack.io: This Week in Programming: All Hail Visual Studio Code'
https://thenewstack.io/this-week-in-programming-aws-completes-elasticsearch-fork-with-opensearch:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the initial release milestones of OpenSearch 1.0. Focuses
    on the decoupling of proprietary Elastic modules to ensure a community-driven,
    open-source path forward for cloud providers and developers.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - Log Management
  - OpenSearch
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: This Week in Programming: AWS Completes Elasticsearch Fork
    with OpenSearch'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/this-week-in-programming-can-you-feel-the-burn:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This analysis focuses on developer burnout within accelerated release
    environments. It outlines organizational remedies to alleviate continuous delivery
    stress, advocating for structural changes in planning, tooling automation, and
    mental well-being initiatives inside technical orgs.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Developer Wellness
  - Burnout Prevention
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: This Week in Programming: Can You Feel the Burn?'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://thenewstack.io/this-week-in-programming-kubernetes-from-day-one:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Debates the architectural trade-offs of starting projects on Kubernetes
    from inception versus migrating legacy monoliths. Evaluates how early adoption
    influences software delivery pipelines and containerizes early infrastructure.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Strategy
  - Application Lifecycle
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: "thenewstack.io: This Week in Programming: Kubernetes from Day One? \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/this-week-in-programming-the-elasticsearch-saga-continues:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the technical and legal friction generated by Elastic's license
    change. Discusses how this licensing pivot forced major enterprises and open-source
    ecosystems to migrate infrastructure to OpenSearch or accept SSPL/Elastic licenses.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - Log Management
  - Industry Shifts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: This Week in Programming: The ElasticSearch Saga Continues'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/this-week-in-programming-windows-opens-up-to-android-developers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the integration of Android application virtualization inside
    the Windows developer workflow. Bridges target compilation and execution environments
    using native Windows subsystems for a streamlined developer experience.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - Mobile Development
  - Windows Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: This Week in Programming: Windows Opens Up to Android Developers'
  addition_method: manual
  v2_locations:
  - azure.md
https://thenewstack.io/tigera-aims-ease-connectivity-pain-kubernetes:
  addition_method: manual
  content_hash: ce324f75cac9ce1dedc76a360b4d1111028392d339e272a632be07a175a9acc3
  description: ''
  health_score: 100.0
  last_checked: 1779032179.875021
  stars: 0
  status: online
  title: 'thenewstack.io: Tigera''s Calico Aims to Ease Connectivity Pain with Kubernetes'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://thenewstack.io/tracing-why-logs-arent-enough-to-debug-your-microservices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the technical limitations of traditional centralized logging
    in cloud-native microservices. Highlights how distributed tracing bridges context
    gaps, tracing request flow across network boundaries.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Distributed Tracing
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Tracing: Why Logs Aren’t Enough to Debug Your Microservices
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/transform-and-future-proof-your-architecture-with-mach:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Introduces MACH (Microservices, API-first, Cloud-native, Headless) as
    a modern enterprise blueprint for agile digital experience platforms. This modular
    paradigm allows businesses to scale individual pieces independently, facilitating
    seamless integrations and preventing monolithic vendor lock-in.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Modern Architectural Paradigms
  - MACH Architecture
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Transform and Future-Proof Your Architecture with MACH'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/tricks-for-cloud-cost-optimization:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses key tactical tricks for managing cloud infrastructure billing.
    Focuses on the implementation of modern open-source Kubernetes cost observability
    tools (such as Kubecost) alongside active container rightsizing strategies to
    optimize compute expenditures.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Financial Operations
  - FinOps
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Tricks for Cloud Cost Optimization | Pavan Belagatti'
  addition_method: manual
  v2_locations:
  - finops.md
https://thenewstack.io/triggermesh-open-sourcing-event-driven-applications:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Strategic overview of TriggerMesh's transition to open-source event-driven
    application integration utilizing Knative. Curator insights focus on its multi-cloud
    connectivity. Live 2026 grounding shows that although TriggerMesh underwent corporate
    restructuring and licensing shifts, its codebase remains a key reference for cloud-native
    integration paradigms.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native
  - Serverless
  - Event-Driven
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: TriggerMesh: Open Sourcing Event-Driven Applications'
  addition_method: manual
  v2_locations:
  - serverless.md
https://thenewstack.io/true-success-in-process-automation-requires-microservices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the convergence of Business Process Management (BPM) and microservices
    architecture. Argues that workflow orchestration must be decoupled into independent,
    scalable microservices to achieve resilience and avoid monolithic bottlenecks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Design Patterns
  - Process Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: True Success in Process Automation Requires Microservices'
  addition_method: manual
  v2_locations:
  - api.md
https://thenewstack.io/trusted-delivery-policy-based-compliance-the-gitops-way:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the fusion of Policy-as-Code (such as Kyverno and Open Policy
    Agent) with declarative GitOps pipelines. Curator Insight focuses on standard
    deployment setups, but Live Grounding emphasizes its critical security value in
    shift-left patterns. By verifying resource compliance within the pull-request
    flow before manifests are synced by controllers, organizations prevent cluster
    configurations from violating operational guardrails.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Policy & Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Trusted Delivery: Policy-Based Compliance the GitOps Way'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/turbocharging-aks-networking-with-calico-ebpf:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the performance enhancements derived from running Calico's
    eBPF data plane over AKS cluster topologies. Discusses how bypassing traditional
    iptables routing overhead reduces connection latency and CPU usage. It remains
    a relevant comparative benchmark for high-performance networks.
  language: Bash
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking & CNI
  - Calico eBPF
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Turbocharging AKS Networking with Calico eBPF'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://thenewstack.io/tutorial-configure-cloud-native-edge-infrastructure-with-k3s-calico-portworx:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A step-by-step tutorial configuring a complete edge topology. Leverages
    K3s orchestration, Calico eBPF-driven networking policies, and resilient Portworx
    data storage systems.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Edge & IoT
  - Architecture Patterns
  - Edge Data Store
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Tutorial - Configure Cloud Native Edge Infrastructure with
    K3s, Calico, Portworx'
  addition_method: manual
  v2_locations:
  - rancher.md
https://thenewstack.io/tutorial-connect-amazon-eks-and-azure-aks-clusters-with-google-anthos:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Multi-cloud tutorial explaining cluster federation workflows using Google
    Anthos. Coordinates the management, communication policies, and service mesh definitions
    across Amazon EKS and Microsoft Azure AKS clusters.
  language: Markdown
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Hybrid Cloud Platforms
  - Anthos
  - Multi-Cluster Mesh
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'Tutorial: Connect Amazon EKS and Azure AKS Clusters with Google Anthos'
  addition_method: manual
  v2_locations:
  - demos.md
https://thenewstack.io/tutorial-deploy-anthos-apps-from-gcp-marketplace-into-amazon-eks-cluster:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Demonstrates cross-cloud portability by deploying Google Cloud Marketplace
    containerized applications directly into Amazon EKS clusters via Anthos. Discusses
    multi-cloud identity mappings, ingress controller configurations, and registration
    procedures required to bridge GCP's service ecosystem into AWS workloads.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Hybrid Cloud Solutions
  - Multi-Cloud Architectures
  - Anthos with EKS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'Tutorial: Deploy Anthos Apps from GCP Marketplace into Amazon EKS Cluster'
  addition_method: manual
  v2_locations:
  - demos.md
https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos-config-management:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive guide on establishing declarative configuration management
    in multi-cluster environments using Anthos Config Management (ACM). The tutorial
    details Git-to-cluster synchronization protocols, security policies via Config
    Controller, and cluster-state reconciliation mechanisms, representing a stable
    paradigm for enterprise hybrid-cloud control planes.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Hybrid Cloud Solutions
  - Multi-Cluster GitOps
  - Anthos Config Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'Tutorial: GitOps in Multicluster Environments with Anthos Config Management'
  addition_method: manual
  v2_locations:
  - demos.md
https://thenewstack.io/tutorial-host-a-local-podman-image-registry:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operations tutorial detailing how to host and secure a local container
    image registry on a Podman development node. This blueprint outlines container
    networking setups, systemd integration, and storage mounting strategies, facilitating
    offline local image building and rapid microservice prototyping loops.
  language: Shell
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Tooling
  - Local Registries
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Tutorial: Host a Local Podman Image Registry \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://thenewstack.io/tutorial-install-and-configure-openebs-on-amazon-elastic-kubernetes-service:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical tutorial on running OpenEBS as a local containerized block
    storage provider within Amazon EKS node groups, optimizing performance for persistent
    enterprise workloads.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Storage Solutions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Install and Configure OpenEBS on Amazon Elastic Kubernetes
    Service'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://thenewstack.io/understand-the-aws-shared-responsibility-model-for-kubernetes:
  description: ''
  addition_method: manual
  content_hash: 49e9f9cf77f36d5f306a1d0dbcbb2d567c851a4d8e871e50d346c505f6ade3a6
  health_score: 100.0
  last_checked: 1779033640.107695
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: An analytical overview dissecting the limits of responsibility when
    managing containerized infrastructure on AWS. It contrasts the delineation of
    security controls between self-managed EC2 EKS node groups, managed node groups,
    and AWS Fargate abstractions.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Containers
  is_microservice: false
  title: 'thenewstack.io: The AWS Shared Responsibility Model for Kubernetes'
https://thenewstack.io/understanding-gitops-the-latest-tools-and-philosophies:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Synthesizes emerging GitOps technologies and delivery paradigms. It
    focuses on how modern sync engines handle connectivity losses in hybrid environments
    and manage multi-tenant boundaries. It serves as a great tool for architects planning
    future-proof application delivery frameworks.
  language: None
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - Ecosystem
  tags:
  - '[EMERGING]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Understanding GitOps: The Latest Tools and Philosophies'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/unifying-kubernetes-service-networking-again-with-the-gateway-api:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A critical industry analysis discussing the reunification of layer 4
    and layer 7 service networking. Highlights the collaborative benefits of separating
    cluster ops configurations from developer route manifests.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Gateway API
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Unifying Kubernetes Service Networking (Again) with the
    Gateway API \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://thenewstack.io/upgrade-helm-if-you-dont-want-to-share-your-username-and-password:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Critical analysis of Helm security vulnerability CVE-2021-32690. Investigates
    how auth credentials could be inadvertently leaked to third-party domains during
    chart installations, emphasizing immediate upgrades to safe client versions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Security
  - Vulnerabilities
  - CVE-2021-32690
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: Upgrade Helm if You Don’t Want to Share Your Username and
    Password (Helm’s CVE-2021-32690) \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://thenewstack.io/use-chaos-engineering-to-strengthen-your-incident-response:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how structured chaos experiments improve an organization's
    incident response systems. By executing planned simulations, teams refine alert
    routing, on-call page distributions, incident runbooks, and cross-functional post-mortems.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Operations Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Use Chaos Engineering to Strengthen Your Incident Response'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://thenewstack.io/use-low-code-to-reduce-friction-for-cloud-operations-teams:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Explores how operations teams can build internal operational dashboards
    and trigger-action automation scripts using low-code tools. It emphasizes using
    visual drag-and-drop orchestration to decrease the engineering backlog for infrastructure
    maintenance.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Development Paradigms
  - Low Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Use Low Code to Reduce Friction for Cloud Operations Teams'
  addition_method: manual
  v2_locations:
  - lowcode-nocode.md
https://thenewstack.io/using-chaos-engineering-to-improve-the-resilience-of-stateful-applications-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes specific failure paradigms and risk mitigation patterns when
    practicing chaos engineering on stateful Kubernetes applications. Evaluates how
    databases, storage queues, and shared volumes respond to network latency, node
    crashes, and storage attachment failures.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Stateful Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Using Chaos Engineering to Improve the Resilience of Stateful
    Applications on Kubernetes'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://thenewstack.io/using-chatgpt-for-questions-specific-to-your-company-data:
  addition_method: manual
  ai_summary: Technical deep-dive on Retrieval-Augmented Generation (RAG). Outlines
    how to query private corporate document indexes using semantic vector databases
    paired with ChatGPT-style APIs securely.
  complexity: Advanced
  content_hash: 6a840541f51fdb019c2f1fcfb37c592726a16cb682292b395f21580e61a23bb0
  description: ''
  health_score: 100.0
  hierarchy:
  - Data Architecture
  - Retrieval-Augmented Generation
  - Enterprise AI
  is_microservice: true
  language: English
  last_checked: 1779030020.739732
  needs_ai_refresh: true
  resource_type: Technical Article
  stars: 0
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'thenewstack.io: Using ChatGPT for Questions Specific to Your Company Data'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
https://thenewstack.io/using-traefik-ingress-controller-with-istio-service-mesh:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An architectural examination of combining Traefik's edge ingress capabilities
    with the granular micro-segmentation of the Istio Service Mesh. This dual-layer
    approach optimizes ingress pathing while maintaining strict mTLS and telemetry
    enforcement across internal pod networks.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Traffic Management
  - Kubernetes Ingress Controllers
  - Traefik Ingress
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Using Traefik Ingress Controller with Istio Service Mesh'
  addition_method: manual
  v2_locations:
  - web-servers.md
https://thenewstack.io/validate-service-level-objectives-of-rest-apis-using-iter8:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates utilizing Iter8 to execute programmatic SLO assertions
    on REST endpoints. Ideal for modern CI/CD patterns validating performance bounds
    before traffic transitions to production.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - SLO Validation
  - REST APIs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Validate Service-Level Objectives of REST APIs Using Iter8'
  addition_method: manual
  v2_locations:
  - sre.md
https://thenewstack.io/vfunction-transforms-monolithic-java-to-microservices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep-dive case study covering how vFunction automates the decomposition
    of complex legacy Java application structures into modern cloud-native APIs. Illustrates
    mapping monolithic complexity to decoupled Domain-Driven Design (DDD) boundaries.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Modernization
  - Monolith to Microservices
  - Case Studies
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: vFunction Transforms Monolithic Java to Microservices'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/waf-securing-applications-at-the-edge:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analysis of Web Application Firewall (WAF) deployments at the edge
    of cloud-native systems. It details how WAFs inspect layer-7 traffic and block
    malicious payloads before they can exploit application vulnerabilities. This edge
    defense layer is highly effective for protecting exposed APIs and microservices.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Network Security
  - Web Application Firewall
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: WAF: Securing Applications at the Edge'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/wait-do-we-need-to-hold-up-on-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides cautionary guidance about blindly adopting GitOps without solving
    core infrastructure bottlenecks. Urges teams to evaluate if their organization
    is ready for automated reconciliation and absolute commit-level audit trails.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Architecture
  - Critique
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Wait, Do We Need to Hold Up on GitOps?'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/walkthrough-bitwardens-new-secrets-manager:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines Bitwarden's specialized Secrets Manager. Evaluates its zero-knowledge
    architecture, CLI, programmatic API tokens, and SDK accessibility, highlighting
    its viability as an alternative to complex secrets management engines for distributed
    development teams.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Secrets Management
  - Bitwarden Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Walkthrough: Bitwarden’s New Secrets Manager'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/want-real-cybersecurity-progress-redefine-the-security-team:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Proposes restructuring legacy security organizations into collaborative
    platform engineering units. Focuses on embedding security experts with development
    teams to co-author automated guardrails, replacing manual governance gates with
    programmatic validations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - Organizational Culture
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Want Real Cybersecurity Progress? Redefine the Security
    Team'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/wave-goodbye-to-release-nights:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guide on using remote configuration and canary rollouts to move away
    from high-stakes, off-hours deployments. Outlines how routing-layer switches let
    developers quickly isolate bugs and roll back releases with minimal user impact.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Feature Management
  - Decoupling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Wave Goodbye to Release Nights'
  addition_method: manual
  v2_locations:
  - git.md
https://thenewstack.io/we-pushed-helm-to-the-limit-then-built-a-kubernetes-operator:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A real-world case study outlining the transition from Helm charts to
    custom Go operators. It discusses the scaling limitations of template parsing
    when implementing complex state machines.
  language: N/A
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Resources
  - Case Study
  - Migration
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: We Pushed Helm to the Limit, then Built a Kubernetes Operator
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://thenewstack.io/weave-gitops-core-integrates-git-with-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Historical technical overview detailing Weave GitOps Core's launch and
    design paradigm. It explains how the core controller establishes declarative reconciliation
    to manage standard deployments using Flux engines under the hood.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - GitOps
  - Legacy Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Weave GitOps Core Integrates Git with Kubernetes'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/weave-gitops-trusted-delivery-a-road-to-kubernetes-sanity:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An archived analytical exploration highlighting Weave's 'Trusted Delivery'
    framework, emphasizing secure supply chain integration with OPA policies and cryptographically
    verified pipelines inside Kubernetes environments.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - GitOps
  - Legacy Tools
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Weave GitOps Trusted Delivery: A Road to Kubernetes Sanity?'
  addition_method: manual
  v2_locations:
  - gitops.md
https://thenewstack.io/weaveworks-adds-policy-as-code-to-secure-kubernetes-apps:
  description: ''
  addition_method: manual
  content_hash: 464e95b3fc55b3d93cc5fff93f4e6bf1ca1feb8cc23533b2cb204805530f090a
  health_score: 100.0
  last_checked: 1779031110.988417
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: Reports on Weaveworks' acquisition and integration of Magalix to embed
    Policy-as-Code directly into GitOps pipelines. Details how declarative governance
    policies can be evaluated in continuous-delivery cycles prior to deployment, preventing
    misconfigured resources from ever entering a live cluster.
  language: Go
  resource_type: News
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - GitOps
  is_microservice: false
  title: 'thenewstack.io: Weaveworks Adds Policy as Code to Secure Kubernetes Apps''
    (Magalix)'
https://thenewstack.io/web3-architecture-and-how-it-compares-to-traditional-web-apps:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed technical breakdown comparing the architecture of traditional
    Web2 web applications (database-to-backend-to-frontend) with Web3 decentralized
    topologies. It outlines the role of blockchain consensus layers, smart contracts,
    RPC providers, client wallets, and distributed file stores (such as IPFS and Arweave).
  language: N/A
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Emerging Paradigms
  - Web3 Architecture
  - Decentralized Systems
  - System Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Web3 Architecture and How It Compares to Traditional Web
    Apps'
  addition_method: manual
  v2_locations:
  - web3.md
https://thenewstack.io/what-david-flanagan-learned-fixing-kubernetes-clusters:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This synthesis highlights critical real-world lessons from fixing broken
    Kubernetes clusters under pressure, illustrating how misconfigurations lead to
    spectacular outages. It emphasizes that basic oversights in DNS configuration,
    RBAC permissions, and resource constraints cause the majority of cluster-wide
    failures. This post-mortem review serves as a warning and a guide to preventative
    cluster maintenance.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Case Study
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: What David Flanagan Learned Fixing Kubernetes Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://thenewstack.io/what-does-it-take-to-manage-hundreds-of-kubernetes-clusters:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines the challenges of managing large fleets of Kubernetes clusters
    in production. Evaluates key strategies for GitOps-driven deployment automation,
    programmatic RBAC enforcement, policy propagation, and consolidated fleet telemetry
    across environments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Multi-Cluster Management
  - Fleet Orchestration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: What Does It Take to Manage Hundreds of Kubernetes Clusters?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/what-is-cloud-automation-and-how-does-it-benefit-it-teams:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demystifies cloud automation paradigms, describing how automated resource
    provisioning, scaling, and configuration reduce operational overhead and human
    error. Key focus is placed on programmatic API orchestration and infrastructure-as-code.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Automation
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thenewstack.io: What Is Cloud Automation and How Does It Benefit IT Teams?
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/what-is-container-monitoring:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Details the core components of container-level metric collection, explaining
    the collection layers between host OS kernels, container runtimes (containerd),
    and container orchestrators. Curator Insight: Structural baseline for container
    runtimes. Live Grounding: Invaluable context for engineers trying to diagnose
    performance issues when transitioning from VMs to bare-metal containers.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Container Orchestration
  - Containers
  - Observability
  - Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: What Is Container Monitoring?'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://thenewstack.io/what-is-data-management-in-the-kubernetes-age:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Redefines how data management must adapt to the API-first, declarative
    paradigm of Kubernetes. Highlights key criteria including multi-cloud data transportability,
    self-healing database engines, and policy-driven backups.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data on Kubernetes
  - Data Governance
  - Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: What Is Data Management in the Kubernetes Age?'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/what-is-gitops-and-why-it-might-be-the-next-big-thing-for-devops:
  addition_method: manual
  content_hash: 489203d7c644a615dd8c991690faeec1a09c7b7699df5401d74e958dc09808c7
  description: ''
  health_score: 100.0
  last_checked: 1779032034.642614
  stars: 0
  status: online
  title: 'thenewstack.io: What Is GitOps and Why It Might Be The Next Big Thing for''
    DevOps'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://thenewstack.io/what-is-istio-and-why-does-kubernetes-need-it:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory overview focusing on how Istio decouples communication
    concerns from business logic. Explains the operational benefits of shifting circuit
    breaking, telemetry collection, and dynamic routing into Envoy proxies.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: What Is Istio and Why Does Kubernetes Need it? \U0001F31F"
  addition_method: manual
  v2_locations:
  - istio.md
https://thenewstack.io/what-is-the-modern-cloud-native-stack:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Maps out the components of the modern Cloud Native Computing Foundation
    (CNCF) stack. From container runtimes (containerd) and orchestration (Kubernetes)
    to service meshes (Istio/Linkerd) and GitOps deployment paradigms (ArgoCD), this
    serves as an essential reference architecture.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - CNCF Ecosystem
  - Platform Engineering
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "thenewstack.io: What is the modern cloud native stack? \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/what-we-learned-from-enabling-developer-self-service:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the lessons learned from deploying internal developer platforms.
    Emphasizes that successful self-service portals require careful user-research,
    avoiding over-automation, and continuous developer feedback loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Self-Service
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: What We Learned from Enabling Developer Self-Service'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thenewstack.io/what-workloads-do-businesses-run-on-kubernetes:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Surveys modern workload distribution patterns on Kubernetes. Identifies
    the progressive shift from purely stateless microservices to highly data-intensive
    stateful applications like database instances, AI/ML pipelines, and data queues.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Workloads
  - Enterprise Use-Cases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: What Workloads Do Businesses Run on Kubernetes?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/whats-the-biggest-gap-in-kubernetes-storage-architecture:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analytical deep dive exposing systemic architectural gaps in early
    Kubernetes CSI iterations, focusing on data protection, consistency, and disaster
    recovery. It tracks how vendors and the community resolved these limits through
    CSI snapshotting and backup controller patterns.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Platform Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: The Biggest Gap in Kubernetes Storage Architecture?'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://thenewstack.io/when-is-decentralized-storage-the-right-choice:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical evaluation of decentralized, blockchain-inspired storage
    networks for enterprise cloud-native systems. It contrasts traditional localized
    SAN/NAS setups with distributed network topologies, focusing on data privacy,
    redundancy, and regional compliance factors.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Storage Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: When Is Decentralized Storage the Right Choice?'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://thenewstack.io/when-you-need-or-dont-need-service-mesh:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Pragmatic decision matrix exploring when to adopt a service mesh versus
    when standard Kubernetes networking abstractions suffice. Analyzes traffic control,
    security, and team capability variables.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Service Mesh
  - Architecture
  - Strategic Planning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io - Service Mesh: The Gateway to Cloud Migration'
  addition_method: manual
  v2_locations:
  - istio.md
https://thenewstack.io/where-are-you-on-the-devsecops-maturity-curve:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the transition stages of DevSecOps maturity in modern organizations.
    Focuses on moving from retrospective scanning audits to declarative, fully automated
    Security-as-Code setups integrated directly into delivery pipelines to enable
    metric-driven risk reduction.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - Maturity Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Where Are You on the DevSecOps Maturity Curve?'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/where-the-site-reliability-engineer-role-overlaps-with-devops:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Examines the functional overlaps between SREs and DevOps professionals.
    Highlights how monitoring, CI/CD automation, and shared configuration management
    unify these roles into a cohesive system reliability and deployment delivery vehicle.
  language: English
  resource_type: blog
  complexity: intermediate
  hierarchy:
  - Reliability Engineering
  - SRE vs DevOps
  - Synergies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Where Site Reliability Engineering Overlaps with DevOps'
  addition_method: manual
  v2_locations:
  - sre.md
https://thenewstack.io/who-needs-a-dashboard-why-the-kubernetes-command-line-is-not-enough:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A high-level systems analysis of cognitive load in Kubernetes operations.
    Compares direct CLI administration to modern visual dashboards, highlighting why
    visual layouts are necessary to map complex resource topology and debug quickly.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Philosophy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Who Needs a Dashboard? Why the Kubernetes Command Line Is
    Not Enough'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://thenewstack.io/why-and-how-you-should-manage-json-with-sql:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explains the paradigm shift of managing schema-flexible JSON payloads
    directly inside relational database systems using standard SQL queries. Evaluates
    performance compromises, indexing techniques, and JSONB implementation within
    modern Postgres engines.
  language: SQL
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Data Modeling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Why (and How) You Should Manage JSON with SQL'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://thenewstack.io/why-argo-cd-is-the-lifeline-of-gitops:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Evaluates the architectural superiority of ArgoCD as a pull-based GitOps
    operator. Focuses on its continuous reconciliation loop, granular cluster state
    visualization, and out-of-the-box self-healing capabilities that minimize human
    intervention.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Concepts & Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Why ArgoCD Is the Lifeline of GitOps'
  addition_method: manual
  v2_locations:
  - argo.md
https://thenewstack.io/why-backend-developers-should-fall-in-love-with-graphql-too:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explains why backend developers should adopt GraphQL. Highlights schema-driven
    contract design, data orchestration capabilities, and how it simplifies version
    management compared to REST.
  language: Agnostic
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - GraphQL
  - Adoption
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Why Backend Developers Should Fall in Love with GraphQL
    too'
  addition_method: manual
  v2_locations:
  - api.md
https://thenewstack.io/why-businesses-want-to-enable-no-code-and-low-code-automation:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Investigates the enterprise drive behind adopting citizen development
    frameworks. It outlines how no-code integration patterns help businesses automate
    routine business logic quickly, despite raising governance and shadow-IT concerns.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Development Paradigms
  - Low Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Why Businesses Want to Enable ‘No-Code’ and ‘Low-Code’ Automation'
  addition_method: manual
  v2_locations:
  - lowcode-nocode.md
https://thenewstack.io/why-chaos-engineering-isnt-just-for-operations:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores why resilience engineering is a collaborative software development
    responsibility rather than an operational afterthought. Discusses using simulated
    outages to expose application logic flaws, API dependency assumptions, and downstream
    cascading failures in production.
  language: English
  resource_type: Opinion / Article
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - DevOps Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Why Chaos Engineering Isn’t Just for Operations'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://thenewstack.io/why-choose-a-nosql-database-there-are-many-great-reasons:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes functional arguments for adopting NoSQL engines within enterprise
    tech stacks. Explores rapid schema iterations, telemetry data streaming integration,
    and multi-datacenter active-active high-availability patterns.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Decision Frameworks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Why Choose a NoSQL Database? There Are Many Great Reasons'
  addition_method: manual
  v2_locations:
  - nosql.md
https://thenewstack.io/why-cloud-native-systems-demand-a-zero-trust-approach:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains why dynamic microservice scheduling demands a transition from
    traditional perimeter security to zero-trust architectures. Covers using cryptographically
    verified workload identities (via SPIFFE/SPIRE), mandatory mTLS, and end-to-end
    request context validation.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Cloud-Native
  - Zero Trust Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Why Cloud Native Systems Demand a Zero Trust Approach'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/why-compute-and-storage-should-be-decoupled-for-log-management-at-scale:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An architectural case study advocating for the strict decoupling of
    compute nodes and storage backends within log-aggregation systems. This pattern,
    exemplified by Loki and Elasticsearch, ensures that volatile search workloads
    do not degrade raw historical index durability.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Storage Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Compute and Storage Should Be Decoupled for Log Management
    at Scale'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://thenewstack.io/why-developers-should-learn-kubernetes:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Analyzes the business and architectural reasons developers must understand
    container orchestrators. Highlights how local-to-cloud parity and declarative
    environment configurations boost team velocity and service reliability.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Fundamentals
  - Advocacy
  - Developer Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Why developers should learn kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/why-do-you-need-istio-when-you-already-have-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep discussion outlining why standard Kubernetes routing resources
    fall short of handling sophisticated application-level routing. Demonstrates how
    Istio implements intelligent weight-based splitting, distributed tracing, and
    zero-trust policies out of the box.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "thenewstack.io: Why Do You Need Istio When You Already Have Kubernetes?
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - istio.md
https://thenewstack.io/why-kubernetes-has-emerged-as-the-os-of-the-cloud:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A conceptual piece detailing how Kubernetes has evolved from a container
    scheduler into the universal control plane for modern cloud infrastructure. Analyzes
    its extensible API design (CRDs) and operator pattern as the core mechanisms enabling
    it to manage storage, VMs, databases, and network topologies uniformly.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Industry Trends
  - Cloud Operating System
  - Architecture Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Why Kubernetes Has Emerged as the ‘OS’ of the Cloud'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenewstack.io/why-open-source-project-maintainers-are-reluctant-to-use-digital-signatures-two-factor-authentication:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the workflow friction and usability issues surrounding GPG/SSH
    commit signing and multi-factor authentication (MFA) in open-source projects.
    Examines the trade-offs between supply-chain security mandates and developer velocity.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Security and Authentication
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Why Open Source Project Maintainers are Reluctant to use
    Digital Signatures, Two-Factor Authentication'
  addition_method: manual
  v2_locations:
  - git.md
https://thenewstack.io/will-grafana-become-easier-to-use-in-2022:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines Grafana's platform roadmap toward simplifying visual dashboarding,
    query building, and exploration. Focuses on low-barrier UI paradigms to democratize
    data analytics without reducing technical expressiveness.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - User Experience & Usability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Will Grafana Become Easier to Use in 2022?'
  addition_method: manual
  v2_locations:
  - grafana.md
https://thenewstack.io/yet-another-log4j-security-problem-appears:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article tracks the emergence of subsequent vulnerabilities discovered
    within early Log4j patch updates. It analyzes why partial mitigations and incomplete
    configurations failed to resolve the issues, highlighting the need for comprehensive
    updates. It provides crucial context for managing complex software supply chain
    threats.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerabilities
  - Log4j Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: Yet Another Log4j Security Problem Appears'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thenewstack.io/yor-automates-tagging-for-infrastructure-as-code:
  description: ''
  addition_method: manual
  content_hash: a986652d7b5cb4f8f08fd4b5ba434346d871af68c4c6f194e1b5dd537fb5bc12
  health_score: 100.0
  last_checked: 1779032232.087889
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: Outlines the capabilities of Yor, an automated tagging engine designed
    to apply consistent metadata to IaC assets (Terraform, CloudFormation). Tracks
    resource ownership, drift, and git commit history through auto-injected tags,
    improving traceability and cloud financial operations (FinOps).
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Infrastructure-as-Code
  - Tagging & Auditing
  is_microservice: false
  title: 'thenewstack.io: Yor Automates Tagging for Infrastructure as Code'
https://thenewstack.io/you-dont-need-a-blockchain-you-need-a-time-series-database:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical architectural article arguing against the systemic misuse
    of blockchain technologies for transactional audit logging. Demonstrates that
    time-series databases provide equivalent historic immutability, superior indexing
    speed, and scalable writes.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Databases
  - Time-Series
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenewstack.io: You Don’t Need a Blockchain, You Need a Time-Series Database'
  addition_method: manual
  v2_locations:
  - databases.md
https://thenewstack.io/zero-trust-security-with-service-mesh:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: This article explores how a service mesh constructs a zero-trust network
    topology within Kubernetes. By utilizing cryptographic service identity certificates,
    active namespace isolation, and strict SPIFFE/SPIRE integrations, it implements
    seamless mutual TLS authentication (mTLS) across the cluster.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Service Mesh
  - Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: Zero-Trust Security with Service Mesh'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://thenewstack.io/zerolb-a-new-decentralized-pattern-for-load-balancing:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Introduces the architectural paradigm of ZeroLB, targeting the complete
    elimination of centralized software or hardware load balancers. Shifts proxy decisions
    directly onto local sidecars, minimizing hops and eliminating centralized single
    points of failure.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Load Balancing
  - Decentralized
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thenewstack.io: ZeroLB, a New Decentralized Pattern for Load Balancing'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://thenextweb.com/news/6-practical-tricks-every-python-developer-should-have:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Explores highly pragmatic coding techniques in Python, including clean
    list comprehensions, multiple assignments, unpacking expressions, and dict lookups
    to streamline backend codebase efficiency and developer onboarding speed.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenextweb.com: 6 practical tricks every Python developer should have'
  addition_method: manual
  v2_locations:
  - python.md
https://thenextweb.com/news/a-beginners-guide-to-the-most-popular-git-commands:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An onboarding guide detailing essential commands such as clone, checkout,
    add, commit, and push. Focuses on safe, non-destructive path manipulations and
    branch tracking configurations to help developers avoid common working directory
    traps.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenextweb.com: A beginner’s guide to the most popular Git commands'
  addition_method: manual
  v2_locations:
  - git.md
https://thenextweb.com/readme/2020/09/23/6-practical-tricks-every-python-developer-should-have:
  addition_method: manual
  content_hash: ff18a3f469ff31582f1296e8600984a249766ac75ea8a7e0dc9140340e260bb2
  description: ''
  health_score: 100.0
  last_checked: 1779031459.1035
  stars: 0
  status: online
  title: 'thenextweb.com: 6 practical tricks every Python developer should have'
  v1_locations:
  - docs/python.md
  year: N/A
https://thenextweb.com/syndication/2020/09/02/a-beginners-guide-to-the-most-popular-git-commands:
  addition_method: manual
  content_hash: ce8b4ec41b35c3ebbe3feeb580f3ba176cce03cf67f1eb40fe8f77c3222069a5
  description: ''
  health_score: 100.0
  last_checked: 1779031609.388407
  stars: 0
  status: online
  title: 'thenextweb.com: A beginner’s guide to the most popular Git commands'
  v1_locations:
  - docs/git.md
  year: N/A
https://thenucleargeeks.com/2021/03/22/introduction-to-pods-in-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An educational guide into the foundational anatomy of Kubernetes Pods.
    Explains how Pods map namespaces, IP allocations, and host resources down to execution
    runtimes.
  language: YAML
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Fundamentals
  - Pods
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thenucleargeeks.com: Introduction to Kubernetes Pods'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thenucleargeeks.com/2021/03/28/taints-and-tolerations-in-kubernetes:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779031800.241631
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'thenucleargeeks.com: Taints and Tolerations in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering thenucleargeeks.com:
    Taints and Tolerations in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://thenucleargeeks.com/2021/06/26/taints-and-tolerations-in-kubernetes-edit:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779030348.326333
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'thenucleargeeks.com: Taints and Tolerations in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering thenucleargeeks.com:
    Taints and Tolerations in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://therecord.media/nsa-cisa-publish-kubernetes-hardening-guide:
  description: "- Scan containers and Pods for vulnerabilities or misconfigurations.\n
    \   - Run containers and Pods with the least privileges possible.\n    - Use network
    separation to control the amount of damage a compromise can cause.\n    - Use
    firewalls to limit unneeded network connectivity and encryption to protect confidentiality.\n
    \   - Use strong authentication and authorization to limit user and administrator
    access as well as to limit the attack surface.\n    - Use log auditing so that
    administrators can monitor activity and be alerted to potential malicious activity.\n
    \   - Periodically review all Kubernetes settings and use vulnerability scans
    to help ensure risks are appropriately accounted for and security patches are
    applied."
  year: '2021'
  stars: 0
  ai_summary: Detailed breakdown of the NSA/CISA Kubernetes Hardening Guide. Emphasizes
    container sandboxing, running applications with minimal privilege bounds, and
    dividing networks to limit damage. A vital reference point for regulatory compliance
    projects.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Hardening Standards
  - Government Guidelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "therecord.media: NSA, CISA publish Kubernetes hardening guide \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://therecord.media/uk-government-plans-to-release-nmap-scripts-for-finding-vulnerabilities:
  description: '- [ncsc.gov.uk: Introducing Scanning Made Easy](https://www.ncsc.gov.uk/information/page-removed)
    Trial project makes vulnerability scanning easier.'
  year: '2021'
  stars: 0
  ai_summary: This article outlines a UK National Cyber Security Centre (NCSC) initiative
    to release standardized Nmap scripts under the 'Scanning Made Easy' program. These
    scripts simplify vulnerability identification on public-facing networks. This
    initiative provides security teams with reliable, automated tools for finding
    security weaknesses.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Threat Detection
  - Scanning Utilities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'therecord.media: UK government plans to release Nmap scripts for finding
    vulnerabilities'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thevaluable.dev/vim-advanced:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An excellent advanced guide explaining complex Vim paradigms including
    registers, markers, text objects, global commands, and multi-file project refactoring
    techniques designed to maximize developer efficiency.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Productivity
  - Text Editors
  - Vim
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thevaluable.dev: A Vim Guide for Advanced Users'
  addition_method: manual
  v2_locations:
  - linux.md
https://thewokesalaryman.com/2022/02/11/why-people-leave-even-the-most-high-paying-jobs:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An illustrated guide detailing why high compensation cannot offset toxic
    team environments or chronic burnout. It highlights the importance of matching
    developer autonomy, boundaries, and alignment over raw salary figures.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Developer Wellness
  - Financial Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thewokesalaryman.com: Why people leave even the most high paying jobs \U0001F31F"
  addition_method: manual
  v2_locations:
  - recruitment.md
https://thinking-cities.readthedocs.io:
  addition_method: manual
  content_hash: dec283e41b80fc3a8d12b13a999c90a328a7bd3e2fdb967b9fb0998574dfe438
  description: ''
  health_score: 100.0
  last_checked: 1779030732.134795
  stars: 0
  status: online
  title: Telefonica Thinking Cities
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://thinking-cities.readthedocs.io/en/latest:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A comprehensive documentation portal explaining Telefónica's IoT architecture
    and FIWARE-based 'Thinking Cities' platform. It provides guidelines for streaming,
    mapping, and aggregating sensors telemetry to build urban monitoring environments.
  language: English
  resource_type: Documentation Portal
  complexity: Advanced
  hierarchy:
  - Domain APIs
  - IoT
  - Smart Cities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Telefonica Thinking Cities
  addition_method: manual
  v2_locations:
  - developerportals.md
https://thinkinglabs.io/talks/2016/10/29/feature-branching-considered-evil.html:
  description: "- [youtube: Feature Branching is Evil (Thierry de Pauw, Belgium)](https://www.youtube.com/watch?v=h4DM-Wa0aDQ&t=38s&ab_channel=XPDaysUkraine)\n
    \   - Feature branching is again gaining in popularity due to the rise of distributed
    version control systems. Although branch creation has become very easy, it comes
    with a certain cost. Long living branches break the flow of the software delivery
    process, impacting throughput and stability.\n    - This session explores why
    teams are using feature branches, what problems are introduced by using them and
    what techniques exist to avoid them altogether. It explores exactly what’s evil
    about feature branches, which is not necessarily the problems they introduce -
    but rather, the real reasons why teams are using them."
  year: '2016'
  stars: 0
  ai_summary: A critical analysis of the hidden architectural costs of isolated development
    branches. Explains how long-lived branches defer integration testing, increase
    deployment risk, and slow down release cycles, while presenting techniques to
    help teams shift to continuous integration.
  language: Markdown
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thinkinglabs.io: Feature Branching considered Evil'
  addition_method: manual
  v2_locations:
  - git.md
https://thinkinglabs.io/talks/feature-branching-considered-evil.html:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: An analytical critique of long-lived feature branching practices, advocating
    strongly for trunk-based development. Explains how delayed merges impede true
    continuous integration and degrade delivery velocities.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Trunk-Based Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thinkinglabs.io: Feature Branching considered evil \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://thinksys.com/azure/azure-devops-pipeline-complete-guide:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Provides a comprehensive guide to Azure Pipelines, examining agent pools,
    environment gates, YAML schemas, and artifact generation. Modern engineering patterns
    in 2026 have completely deprecated classic visual release pipelines. Modern deployment
    strategies mandate programmatic YAML-only architectures that incorporate pipeline
    decorators and secure agent injection.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - CI-CD Pipelines
  - Azure Pipelines Architecture
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'thinksys.com: Azure DevOps Pipeline Complete Guide 2022'
  addition_method: manual
  v2_locations:
  - azure.md
https://thinksys.com/devops/docker-swarm-vs-kubernetes-comparison:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compiles scaling speed, container storage integrations, network overlays,
    and high availability features in Swarm versus Kubernetes. Useful decision-making
    context.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Docker Swarm
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thinksys.com: Docker Swarm vs. Kubernetes: Comparison 2022'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://thinksys.com/devops/kubernetes-autoscaling:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A conceptual guide summarizing horizontal, vertical, and cluster autoscaling
    systems. Explains basic mechanics, helping system administrators structure simple
    scale profiles without causing resource starvation.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Kubernetes & Scaling
  - Core Concepts
  - Scaling Intro
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thinksys.com: Understanding Kubernetes Autoscaling'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://thinksys.com/devops/kubernetes-multi-tenancy:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Analyzes basic multi-tenant configurations in shared clusters. Explains
    how namespace structures, custom RBAC permissions, and compute limits balance
    physical consolidation with logical separation.
  language: Go
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Core Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thinksys.com: Understanding Multi-Tenancy in Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://thomasthornton.cloud:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A highly respected cloud architecture blog focused on Azure Infrastructure
    as Code, CI/CD pipelines, and landing zone implementations. Technical guides cover
    real-world troubleshooting scenarios for Terraform, Bicep, and Azure DevOps integration.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Community
  - Blogs
  - Azure Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thomasthornton.cloud: Thomas Thornton'
  addition_method: manual
  v2_locations:
  - azure.md
https://thomasthornton.cloud/2020/07/08/deploy-terraform-using-azure-devops:
  addition_method: manual
  content_hash: aa85d20cf0cf4c1618325e7f3cec6b82b7050bdabf31b7d43e0809dfb9422d56
  description: ''
  health_score: 100.0
  last_checked: 1779034336.276258
  stars: 0
  status: online
  title: '==thomasthornton.cloud: Deploy Terraform using Azure DevOps=='
  v1_locations:
  - docs/azure.md
  - docs/terraform.md
  year: N/A
https://thomasthornton.cloud/2021/03/19/deploy-terraform-using-github-actions-into-azure:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031535.566196
  stars: 0
  status: online
  title: 'thomasthornton.cloud: Deploy Terraform using GitHub Actions to Azure'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://thomasthornton.cloud/2021/04/29/scout-suite-reports-using-azure-devops-pipeline:
  addition_method: manual
  content_hash: 069b19329c4ba8e1f9327d2be755be2656d9ec6a5a2bf345f3c00e116737721a
  description: ''
  health_score: 100.0
  last_checked: 1779029374.416843
  stars: 0
  status: online
  title: 'thomasthornton.cloud: Scout Suite reports using Azure DevOps Pipeline'
  v1_locations:
  - docs/azure.md
  year: N/A
https://thomasthornton.cloud/2021/08/04/conditional-variables-in-azure-devops-pipelines:
  addition_method: manual
  content_hash: 07eafaea0c1e419d870038049703ad2a10ae401bfddf8fc1e5e5c2014f89882d
  description: ''
  health_score: 100.0
  last_checked: 1779032345.673143
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'thomasthornton.cloud: Conditional Variables in Azure DevOps Pipelines'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering thomasthornton.cloud:
    Conditional Variables in Azure DevOps Pipelines in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://thomasthornton.cloud/2021/12/26/a-devops-journey-using-azure-devops:
  addition_method: manual
  content_hash: 8c5ad5554f7c61be296a756e80196859abd4a49cbf35de569f0082626a818fcf
  description: ''
  health_score: 100.0
  last_checked: 1779032884.472027
  review_metadata:
    original_url: https://thomasthornton.cloud/2021/12/26/a-devops-journey-using-azure-devops
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.991313'
  stars: 0
  status: online
  title: '==thomasthornton.cloud: A DevOps journey using Azure DevOps=='
  v1_locations:
  - docs/demos.md
  year: N/A
https://thomasthornton.cloud/2022/01/24/error-spawn-terraform-enoent-when-running-terraform-in-azure-devops-pipeline:
  addition_method: manual
  content_hash: 33c3102f05ac0ec7a67885633d787ed81df9756a47a4f1449d0f51c257864e59
  description: ''
  health_score: 100.0
  last_checked: 1779031266.239071
  stars: 0
  status: online
  title: 'thomasthornton.cloud: Error: spawn terraform ENOENT when running Terraform''
    in Azure DevOps Pipeline'
  v1_locations:
  - docs/terraform.md
  year: N/A
? https://thomasthornton.cloud/2022/04/13/analyze-your-kubernetes-yaml-files-and-helm-charts-to-ensure-best-practices-using-kuberlinter-in-azure-devops-pipeline
: addition_method: manual
  ai_summary: A detailed technical tutorial showing how to configure KubeLinter inside
    Azure DevOps pipelines. Guides developers on automating security checks for Helm
    charts prior to cluster deployment.
  complexity: Intermediate
  content_hash: 35c34989c7051f71bec82537c7f8dfd05b5c3a5220e6b55f4a4aacadf895194b
  description: ''
  health_score: 100.0
  hierarchy:
  - CI/CD Pipelines
  - Azure DevOps
  - Policy Enforcement
  is_microservice: false
  language: English
  last_checked: 1779033328.898435
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: '==thomasthornton.cloud: Analyze your Kubernetes YAML files and Helm Charts''
    to ensure best practices using KubeLinter in Azure DevOps Pipeline=='
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - data-and-advanced-analytics.md
  - yaml.md
  year: N/A
https://thomasthornton.cloud/2022/06/02/writing-reusable-terraform-modules:
  addition_method: manual
  content_hash: a1ff1af0ab3b0469d1dc88a8b32e8a2bff2325b978ccd94334b8c6beb834a1c0
  description: ''
  health_score: 100.0
  last_checked: 1779033770.475868
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'thomasthornton.cloud: Writing reusable Terraform modules (azure)'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering thomasthornton.cloud:
    Writing reusable Terraform modules (azure) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://thomasthornton.cloud/2022/11/09/building-and-deploying-to-an-aks-cluster-using-terraform-and-azure-devops-with-kubernetes-and-helm-providers
: addition_method: manual
  content_hash: 5e12d93f7cc7a9f4ee8d8b4cc176239c7c8e38d5478a4df78aabb27a9eb8e053
  description: ''
  health_score: 100.0
  last_checked: 1779032961.173729
  stars: 0
  status: online
  title: 'thomasthornton.cloud: Building and deploying to an AKS cluster using Terraform''
    and Azure DevOps with Kubernetes and Helm providers'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://thomasthornton.cloud/2023/08/11/if-elseif-or-else-in-github-actions:
  addition_method: manual
  content_hash: 66795bd64e28ef646bbbcad120d0ee43cda639694a0fd770ddaa4b964f47a4dc
  description: ''
  health_score: 100.0
  last_checked: 1779029165.288077
  stars: 0
  status: online
  title: 'thomasthornton.cloud: If, elseif or else in GitHub Actions'
  v1_locations:
  - docs/demos.md
  year: N/A
https://thomasthornton.cloud/2023/12/03/deploying-azure-aks-gitops-flux-extension-with-terraform:
  addition_method: manual
  content_hash: fd343620526ec4eede2e6cb7314fd0ea57bac4ae374988abc044db823f915649
  description: ''
  health_score: 100.0
  last_checked: 1779031190.208291
  stars: 0
  status: online
  title: 'thomasthornton.cloud: Deploying Azure AKS GitOps Flux extension with Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://thomasthornton.cloud/2024/01/11/displaying-terraform-plans-in-github-prs-with-github-actions:
  addition_method: manual
  content_hash: e68b581ee4f0450662346476e0a5d93b48cae02b9c2a84073f97fb6d29eff4a8
  description: ''
  health_score: 100.0
  last_checked: 1779029569.663029
  stars: 0
  status: online
  title: 'thomasthornton.cloud: Displaying Terraform Plans in GitHub PRs with GitHub''
    Actions'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://thomasthornton.cloud/2024/01/18/adding-pull-request-comments-to-azure-devops-repo-from-azure-devops-pipelines:
  addition_method: manual
  content_hash: 4c5f94f8c0408c209a023bf89f75e23c0a50ef88ae4f7f0a01c2ab5cf8ec15f3
  description: ''
  health_score: 100.0
  last_checked: 1779031507.443964
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'thomasthornton.cloud: Adding pull-request comments to Azure DevOps Repo''
    from Azure DevOps Pipelines'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering thomasthornton.cloud:
    Adding pull-request comments to Azure DevOps Repo'' from Azure DevOps Pipelines
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://thomasthornton.cloud/2024/01/31/enforcing-kubernetes-best-practices-and-simplifying-kubernetes-configuration-validation-with-kube-linter-and-github-actions
: addition_method: manual
  content_hash: 63d458c7d237116f832b38a1fee34e8859f5ad4cd704dfe9f68a28ce0ac230c6
  description: ''
  health_score: 100.0
  last_checked: 1779034288.397243
  stars: 0
  title: 'thomasthornton.cloud: Enforcing Kubernetes best practices and simplifying''
    Kubernetes Configuration Validation with Kube-Linter and GitHub Actions'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://thomasthornton.cloud/2024/02/15/ensuring-your-terraform-is-correctly-formatted-using-terraform-fmt-and-github-actions:
  addition_method: manual
  content_hash: 7d4189a0fa41d9c0d564e66b6b1164d067833bbdea3d51fbbaa77bc9260f9d16
  description: ''
  health_score: 100.0
  last_checked: 1779032087.768721
  stars: 0
  status: online
  title: 'thomasthornton.cloud: Ensuring Your Terraform is Correctly Formatted Using''
    Terraform fmt and GitHub Actions'
  v1_locations:
  - docs/terraform.md
  year: N/A
? https://thomasthornton.cloud/2024/03/28/enabling-postgresql-flexible-server-logs-and-configuring-a-retention-period-using-terraform
: addition_method: manual
  content_hash: 886a22042a0fbef42cdedf383d02ea6c9ea5314aba1dd9b8a5ddfad933e298f9
  description: ''
  health_score: 100.0
  last_checked: 1779033586.311993
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'thomasthornton.cloud: Enabling PostgreSQL flexible server logs and configuring''
    a retention period using Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering thomasthornton.cloud:
    Enabling PostgreSQL flexible server logs and configuring'' a retention period
    using Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://thomasthornton.cloud/2024/04/25/using-terraform-tfvars-for-environment-agnostic-deployments:
  addition_method: manual
  content_hash: 40160ae39df2c5cfea5fd738bfdfff8aee6c51d7d02ef5cc950f6081df9fb149
  description: ''
  health_score: 100.0
  last_checked: 1779031360.299172
  stars: 0
  status: online
  title: "thomasthornton.cloud: Using Terraform tfvars for environment-agnostic deployments'
    \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://thomasthornton.cloud/2024/05/01/deploying-mkdocs-to-github-pages-with-github-actions:
  addition_method: manual
  content_hash: 51ecc830758a69acda05f5c4337ebd376e1b4cba67e87199a5209e92fa4e5537
  description: ''
  health_score: 100.0
  last_checked: 1779030538.516838
  stars: 0
  status: online
  title: 'thomasthornton.cloud: Deploying MkDocs to GitHub Pages with GitHub Actions'
  v1_locations:
  - docs/mkdocs.md
  year: N/A
https://thomasthornton.cloud/2025/02/27/deploying-to-azure-secure-your-github-workflow-with-oidc:
  addition_method: manual
  content_hash: 31add75ff28034a349e15f49cdeb46ec0e28e9ecb2b5dc5559a9035a9ca30c61
  description: ''
  health_score: 100.0
  last_checked: 1779029878.043774
  review_metadata:
    original_url: https://thomasthornton.cloud/2025/02/27/deploying-to-azure-secure-your-github-workflow-with-oidc
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.971206'
  stars: 0
  status: online
  title: 'Deploying to Azure: Secure Your GitHub Workflow with OIDC'
  v1_locations:
  - docs/aws-security.md
  - docs/azure.md
  - docs/cicd.md
  year: N/A
? https://thomasthornton.cloud/building-and-deploying-to-an-aks-cluster-using-terraform-and-azure-devops-with-kubernetes-and-helm-providers
: description: ''
  year: '2022'
  stars: 3
  ai_summary: A tactical guide focused on end-to-end GitOps deployment. Integrates
    Terraform provisioning of AKS with the Helm and Kubernetes providers within Azure
    DevOps pipelines to automate application layer deployment.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - AKS
  - CI-CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thomasthornton.cloud: Building and deploying to an AKS cluster using Terraform
    and Azure DevOps with Kubernetes and Helm providers'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thomasthornton.cloud/deploy-terraform-using-azure-devops:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A guide on orchestrating Terraform plan and apply commands using Azure
    DevOps YAML pipelines. While curator insights center on simple task execution
    and state file security, 2026 enterprise engineering standards require using OpenID
    Connect (OIDC) Workload Identity instead of hardcoded client secrets to run automated
    deployments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - Infrastructure as Code
  - Terraform Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thomasthornton.cloud: Deploy Terraform using Azure DevOps'
  addition_method: manual
  v2_locations:
  - terraform.md
  - azure.md
https://thomasthornton.cloud/deploy-terraform-using-github-actions-into-azure:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Demonstrates pipeline integration structures for deploying infrastructure
    assets to Azure. Covers setting up Azure Service Principals, configuring OpenID
    Connect (OIDC) authentication to avoid persistent credentials, and pipeline orchestration
    rules.
  language: YAML/HCL
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thomasthornton.cloud: Deploy Terraform using GitHub Actions to Azure'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thomasthornton.cloud/deploying-azure-aks-gitops-flux-extension-with-terraform:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Illustrates how to leverage Terraform to programmatically install the
    managed Azure GitOps Flux v2 extension on an AKS cluster. Automates cluster synchronization
    with target configurations directly from repository state.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - AKS
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thomasthornton.cloud: Deploying Azure AKS GitOps Flux extension with Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thomasthornton.cloud/deploying-mkdocs-to-github-pages-with-github-actions:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A pipeline tutorial detailing GitHub Actions workflows configured to
    auto-compile MkDocs sources and deploy the generated static pages to GitHub Pages.
    It highlights secure token usage, automated branch creation, and caching mechanisms
    to optimize documentation build speeds.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Documentation & Workflow
  - CI/CD Pipelines
  - Static Hosting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thomasthornton.cloud: Deploying MkDocs to GitHub Pages with GitHub Actions'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://thomasthornton.cloud/displaying-terraform-plans-in-github-prs-with-github-actions:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An operations integration walkthrough explaining how to extract plan
    outputs and output formatted change diffs directly onto active GitHub Pull Request
    streams. Dramatically improves code review visibility before manual merges.
  language: YAML/Bash
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thomasthornton.cloud: Displaying Terraform Plans in GitHub PRs with GitHub
    Actions'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thomasthornton.cloud/draw-io-mcp-for-diagram-generation-why-its-worth-using:
  description: ''
  year: '2025'
  stars: 2
  ai_summary: Implements the Model Context Protocol (MCP) to dynamically generate
    and modify Draw.io structures directly via conversational AI interfaces. Seamlessly
    links large language models with visual blueprint execution, allowing real-time
    canvas updates and automated layout formatting based on conversational technical
    specs.
  language: TypeScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Architecture & Visualization
  - Interactive Diagramming
  - AI Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Draw.io MCP for Diagram Generation: Why It’s Worth Using'
  addition_method: manual
  v2_locations:
  - ai.md
  - cicd.md
  - cloud-arch-diagrams.md
? https://thomasthornton.cloud/enforcing-kubernetes-best-practices-and-simplifying-kubernetes-configuration-validation-with-kube-linter-and-github-actions
: addition_method: manual
  content_hash: e93610384856a54f65454227c27fe6c52040c71d35ab3676137138596a9ddfbc
  health_score: 100.0
  last_checked: 1779130494.966589
  needs_ai_refresh: true
  v1_locations:
  - docs/devsecops.md
https://thomasthornton.cloud/ensuring-your-terraform-is-correctly-formatted-using-terraform-fmt-and-github-actions:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details how to configure automated linting and formatting validation
    directly within continuous integration pipelines. Leverages native formatting
    tools in GitHub Actions to validate standard code syntax rules on repository pull
    requests.
  language: YAML
  resource_type: Technical Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thomasthornton.cloud: Ensuring Your Terraform is Correctly Formatted Using
    Terraform fmt and GitHub Actions'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thomasthornton.cloud/error-spawn-terraform-enoent-when-running-terraform-in-azure-devops-pipeline:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: An engineering runbook resolving the 'spawn terraform ENOENT' error
    encountered when invoking Terraform binaries within Azure DevOps pipeline agents.
    Focuses on proper system pathing, task runner configuration, and host agent optimization.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Azure DevOps
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thomasthornton.cloud: Error: spawn terraform ENOENT when running Terraform
    in Azure DevOps Pipeline'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thomasthornton.cloud/if-elseif-or-else-in-github-actions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural guide details the execution of complex conditional
    routing syntax (if-elif-else) within GitHub Actions workflows. It highlights the
    evaluation patterns of workflow-level expressions, env-context variables, and
    pipeline optimization mechanics.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thomasthornton.cloud: If, elseif or else in GitHub Actions'
  addition_method: manual
  v2_locations:
  - demos.md
https://thomasthornton.cloud/scout-suite-reports-using-azure-devops-pipeline:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Step-by-step pipeline configuration integrating NCC Group's Scout Suite
    security auditor inside Azure DevOps environments, allowing cloud engineering
    squads to dynamically audit security posture changes.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Security Scanning
  - Scout Suite Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thomasthornton.cloud: Scout Suite reports using Azure DevOps Pipeline'
  addition_method: manual
  v2_locations:
  - azure.md
https://thomasthornton.cloud/using-terraform-tfvars-for-environment-agnostic-deployments:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed walkthrough on using `.tfvars` structures to execute environment-agnostic
    templates. Enables teams to deploy identical infra layouts to different environments
    by cleanly decoupling configuration parameters from baseline cloud code.
  language: HCL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Best Practices
  - Environment Variable Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "thomasthornton.cloud: Using Terraform tfvars for environment-agnostic deployments
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://thorntail.io:
  description: ''
  addition_method: manual
  content_hash: 47aba5d424401c310c3130cf98ae8ae11768b641b7e6aea4ccfd6722e9dc6a6a
  health_score: 100.0
  last_checked: 1779033488.765307
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: Formerly known as WildFly Swarm, Thorntail was Red Hat's early MicroProfile
    runtime. In 2026, Thorntail is entirely deprecated and archived. Red Hat has transitioned
    its engineering effort and user community to Quarkus, which serves as the modern
    standard for fast cloud-native Java.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Modern Java
  - Frameworks
  - MicroProfile
  is_microservice: true
  title: Red Hat Thorntail
https://thorsten-hans.com/azure-arc-enabled-kubernetes-digital-ocean:
  addition_method: manual
  content_hash: ad503abd9254c46c5640e7c0f8150a2e4ab8c6ea9f3ec72c46a2988b6c74fd11
  description: ''
  health_score: 100.0
  last_checked: 1779032483.901378
  stars: 0
  status: online
  title: Azure Arc enabled Kubernetes allows you to connect and manage external Kubernetes
    clusters in Azure
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://thoth-station.ninja:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Project Thoth is Red Hat's AI-driven build engine providing automated
    recommendations on Python packaging setups. Recommends target-optimized, secure
    package versions by tracking execution metrics, compatibility bugs, and vulnerability
    profiles in container runtimes.
  language: Python
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Dependency Management
  - AI-Driven Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Project Thoth
  addition_method: manual
  v2_locations:
  - python.md
https://thoughtbot.com/blog/zero-downtime-rails-deployments-with-kubernetes:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Analyzes the unique operational challenges of rolling out Ruby on Rails
    workloads dynamically. Synthesizes migration orchestration pipelines, preStop
    lifecycle adjustments, and database scaling hooks to prevent downtime during database
    schema updates and container recycling.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Deployment
  - Frameworks
  - Ruby on Rails
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thoughtbot.com: Zero Downtime Rails Deployments with Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://threadreaderapp.com/thread/963413508300812295.html:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: 'Kelsey Hightower''s historical analysis on running stateful databases
    inside Kubernetes. While operator maturity has improved significantly, the core
    operational warning remains relevant: separating state from compute minimizes
    platform complexity and failure domain blast radius.'
  language: Conceptual
  resource_type: Opinion Piece
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Data on Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "threadreaderapp.com:  Kelsey Hightower: \"Kubernetes has made huge improvements
    in the ability to run stateful workloads including databases and message queues,
    but I still prefer not to run them on Kubernetes\" \U0001F31F"
  addition_method: manual
  v2_locations:
  - databases.md
https://threatpost.com/argo-cd-security-bug-kubernetes-cloud-apps/178239:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: News coverage of a severe vulnerability affecting ArgoCD. Explains how
    the path traversal flaw (CVE-2022-24348) allowed malicious manifests to pull sensitive
    secrets and files from the GitOps control plane cluster.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Vulnerabilities & CVEs
  - ArgoCD Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'threatpost.com: Argo CD Security Bug Opens Kubernetes Cloud Apps to Attackers'
  addition_method: manual
  v2_locations:
  - argo.md
https://tiagodiasgeneroso.medium.com/observability-concepts-you-should-know-943fc057b208:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030230.443411
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tiagodiasgeneroso.medium.com: Observability Concepts you should know'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tiagodiasgeneroso.medium.com:
    Observability Concepts you should know in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tier1app.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Platform behind core JVM diagnostic tools such as GCEasy, FastThread,
    and HeapHero. Provides automated analysis of GC logs, thread dumps, and heap dumps
    to resolve memory leaks and performance bottlenecks.
  language: None
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Monitoring
  - Java Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: tier1app.com
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://tigerabrodi.hashnode.dev/interviewing-software-developers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032360.961789
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tigerabrodi.hashnode.dev: Interviewing software developers'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tigerabrodi.hashnode.dev:
    Interviewing software developers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tilt.dev:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Tilt is an advanced local inner-loop orchestrator. It observes codebase
    modifications to automatically rebuild container filesystems and sync live changes
    straight into Kubernetes pods, presenting structured status reporting via a local
    CLI/web UI.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Kubernetes Developer Experience
  - Inner-Loop Automation
  - Tilt
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: tilt.dev
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://tldp.org/LDP/sag/html/index.html:
  description: ''
  year: '2004'
  stars: 3
  ai_summary: A historic, comprehensive manual detailing Linux system initialization,
    filesystem structure, and low-level administrative operations. While modern systemd
    paradigms have evolved, Live Grounding confirms it still offers critical theoretical
    fundamentals of POSIX architecture.
  language: N/A
  resource_type: Book
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - System Administration
  - Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "tldp.org: The Linux System Administrator's Guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://tldrsec.com/?404=%2Fguides%2Fkubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive vulnerability catalog and risk analysis guide highlighting
    exploitation pathways in typical cluster deployments. Highlights the security
    impacts of insecure volume mounts and metadata service access.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Risk Analysis & Auditing
  - Threat Vector Modeling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "tldrsec.com: Risk8s Business: Risk Analysis of Kubernetes Clusters \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://tldrsec.com/guides/kubernetes:
  addition_method: manual
  content_hash: 64a54413e9e56516effa35bfc867ab790192d4fdfeec78524ec96433e18a71d9
  description: ''
  health_score: 100.0
  last_checked: 1779031125.858585
  stars: 0
  status: online
  title: "tldrsec.com: Risk8s Business: Risk Analysis of Kubernetes Clusters \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://tom-sapak.medium.com/deployment-vs-statefulset-for-stateful-applications-eebd6522e102:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034155.487188
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tom-sapak.medium.com: Deployment vs. StatefulSet for stateful applications'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tom-sapak.medium.com:
    Deployment vs. StatefulSet for stateful applications in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tomd.xyz/jenkins-shared-library:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A highly readable, practical tutorial showcasing files, directory structures,
    and global step patterns required to build a Jenkins Shared Library. Includes
    simplified code demonstrations showing how to write, import, and test custom steps.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Shared Libraries
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "tomd.xyz: Jenkins shared library: tutorial with examples \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://tomd.xyz/kubernetes-event-driven-keda:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates how to run Apache Camel integration microservices on Kubernetes,
    leveraging KEDA to dynamically scale Camel routes based on incoming message rates.
    Synthesizes enterprise integration patterns (EIP) with modern cloud-native autoscaling.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Event-Driven Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "tomd.xyz: Event-driven integration on Kubernetes with Camel & KEDA \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://tomee.apache.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Apache TomEE is a lightweight, certified Jakarta EE and MicroProfile
    implementation built on Apache Tomcat. It merges Tomcat's speed and small footprint
    with full Java Enterprise capabilities, including CDI, JTA, and JPA, making it
    ideal for microservice deployments requiring standardized API layers.
  language: Java
  resource_type: Application Server
  complexity: Intermediate
  hierarchy:
  - Enterprise Java
  - Runtimes
  - Apache TomEE
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: TomEE from Tomitribe
  addition_method: manual
  v2_locations:
  - java_app_servers.md
https://tomlous.medium.com/ci-cd-for-data-engineers-68b0fd915545:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031458.556369
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tomlous.medium.com: CI/CD for Data Engineers. Reliably Deploying Scala Spark''
    containers for Kubernetes with Github Actions'
  v1_locations:
  - docs/kubernetes-bigdata.md
  v2_locations:
  - kubernetes-bigdata.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tomlous.medium.com:
    CI/CD for Data Engineers. Reliably Deploying Scala Spark'' containers for Kubernetes
    with Github Actions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tomsitcafe.com/2023/02/14/getting-started-with-ansible-playbooks-more-steps-towards-devops:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the anatomy of fundamental Ansible playbooks, focusing on variable
    declaration, inventory definition, and core task blocks. Guides operators transitioning
    from shell scripts to declarative orchestration.
  language: English
  resource_type: blog_post
  complexity: Beginner
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Playbook Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tomsitcafe.com: Getting started with Ansible playbooks: more steps towards
    DevOps'
  addition_method: manual
  v2_locations:
  - ansible.md
https://tomsitcafe.com/2023/02/17/conditional-statements-making-decisions-in-ansible-code:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Deep dive into conditional execution mechanisms within Ansible playbooks.
    Illustrates dynamic logic control using `when` blocks, registered outputs, and
    complex Jinja2 conditional expressions to manage multi-os targets.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Control Flow
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tomsitcafe.com: Conditional statements – making decisions in Ansible code'
  addition_method: manual
  v2_locations:
  - ansible.md
https://tomsitcafe.com/2023/03/06/how-to-implement-and-use-handlers-in-ansible-code:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Covers design patterns for Ansible handlers, focusing on event-driven
    task execution. Shows how to trigger service reloads or post-installation actions
    only when underlying states are programmatically mutated.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Task Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tomsitcafe.com: How to implement and use handlers in Ansible code?'
  addition_method: manual
  v2_locations:
  - ansible.md
https://tomsitcafe.com/2023/03/13/configuration-file-blueprints-jinja2-templates-in-the-ansible-code:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Comprehensive guide to combining dynamic system variables with Jinja2
    templates. Demonstrates how to write portable templates for production file delivery
    and custom microservice configurations.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Templating
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tomsitcafe.com: Configuration file blueprints: Jinja2 templates in the Ansible
    code'
  addition_method: manual
  v2_locations:
  - ansible.md
https://tomsitcafe.com/2023/03/16/handling-sensitive-data-with-ansible-vault-encrypting-strings-instead-of-files:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Focuses on best-practice implementations of `ansible-vault` for granular
    string-level cryptography. Helps secure sensitive credentials and API tokens inside
    version-controlled Git files without encrypting entire playbooks.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible Security
  - Secret Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tomsitcafe.com: Handling sensitive data with Ansible Vault: encrypting strings
    instead of files'
  addition_method: manual
  v2_locations:
  - ansible.md
https://tomsitcafe.com/2023/04/27/how-to-test-ansible-code-with-molecule:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Practical walkthrough highlighting modern Ansible Molecule paradigms.
    The guide explores configuring the `molecule.yml` control file, executing syntax
    verification, lint checks, and provisioning isolated test drivers for validation.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible Testing
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tomsitcafe.com: How to test Ansible code with Molecule'
  addition_method: manual
  v2_locations:
  - ansible.md
https://tomsitcafe.com/2023/05/11/lets-use-a-more-flexible-directory-structure-for-an-ansible-project:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Evaluates architectural patterns for structural scaling in Ansible.
    Recommends multi-environment directories, external roles, and separated configuration
    scopes to maximize system maintenance and clarity.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Project Structure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tomsitcafe.com: Let’s use a more flexible directory structure for an Ansible
    project'
  addition_method: manual
  v2_locations:
  - ansible.md
https://tomsitcafe.com/2023/05/15/ansible-semaphore-a-modern-open-source-gui-for-our-ansible-automation:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Overview of Semaphore, an lightweight, open-source web-based management
    UI for Ansible playbooks. Discusses its usefulness as a low-overhead, resource-efficient
    alternative to Red Hat AWX or Tower.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible GUI
  - Semaphore UI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tomsitcafe.com: Enhancing Ansible Automation: Exploring the Power of Ansible
    Semaphore, a Modern Open-Source GUI'
  addition_method: manual
  v2_locations:
  - ansible.md
https://tomsitcafe.com/2023/06/02/mastering-ansible-navigating-the-most-common-errors-and-mistakes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Compiles and diagnoses common developer anti-patterns in Ansible. Discusses
    task failures, unhandled error structures, inventory syntax problems, and execution
    privilege elevation errors with clear remediations.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tomsitcafe.com: Mastering Ansible: Navigating the Most Common Errors and
    Mistakes'
  addition_method: manual
  v2_locations:
  - ansible.md
https://tomsitcafe.com/2023/06/09/automating-apis-with-ansible-a-comprehensive-guide:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Guide on managing and interfacing with API endpoints using Ansible's
    `uri` module. Covers REST payloads, HTTP authentication, and response code assertion
    to orchestrate cloud microservices.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible Integration
  - API Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tomsitcafe.com: Automating APIs with Ansible: A Comprehensive Guide'
  addition_method: manual
  v2_locations:
  - ansible.md
https://tonylixu.medium.com/devops-in-k8s-k9s-terminal-based-ui-to-manage-your-cluster-85b4f147e209:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033921.529473
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tonylixu.medium.com: K8s Tools — K9s, Terminal Based UI to Manage Your Cluster'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tonylixu.medium.com:
    K8s Tools — K9s, Terminal Based UI to Manage Your Cluster in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tonylixu.medium.com/docker-run-vs-cmd-vs-entrypoint-57f248b95889:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030572.344874
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tonylixu.medium.com: Docker RUN vs CMD vs ENTRYPOINT'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tonylixu.medium.com:
    Docker RUN vs CMD vs ENTRYPOINT in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tonylixu.medium.com/gitops-github-actions-docker-build-workflow-157cc53e9a0d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032832.891052
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==tonylixu.medium.com: GitOps — Github Actions Docker Build Workflow=='
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==tonylixu.medium.com:
    GitOps — Github Actions Docker Build Workflow== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tonylixu.medium.com/k8s-troubleshooting-pod-in-terminating-or-unknown-status-2878f6ec66b8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034049.189095
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tonylixu.medium.com: K8s Troubleshooting — Pod in Terminating or Unknown''
    Status'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tonylixu.medium.com:
    K8s Troubleshooting — Pod in Terminating or Unknown'' Status in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tonylixu.medium.com/kubectl-plugins-operation-f93274622447:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031620.076405
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==tonylixu.medium.com: Kubectl — Plugins Operation=='
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==tonylixu.medium.com:
    Kubectl — Plugins Operation== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://toolbox.kali-linuxtr.net/kubecrt-convert-helm-charts-to-kubernetes-resources.tool:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033129.764545
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Kubecrt - Convert HELM charts to kubernetes resources \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Kubecrt
    - Convert HELM charts to kubernetes resources \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://toolbox.kali-linuxtr.net/kubernetes-rbac-permission-manager.tool:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033947.483398
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Kubernetes RBAC Permission Manager \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Kubernetes
    RBAC Permission Manager \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://toolkit.fluxcd.io:
  addition_method: manual
  content_hash: 4cfce0e06c953d2045954cac2322e22157e516db141f1057bed2ba29bc8b2db9
  description: ''
  health_score: 100.0
  last_checked: 1779032345.67723
  stars: 0
  status: online
  title: "toolkit.fluxcd.io: GitOps Toolkit \U0001F31F"
  v1_locations:
  - docs/flux.md
  year: N/A
https://topcloudops.com/blog-detail?id=030b1031-8bc8-4bc5-8f7a-417950005b97:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031669.324087
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'topcloudops.com: Optimizing AWS RDS Cost'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering topcloudops.com:
    Optimizing AWS RDS Cost in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://topcloudops.com/blog-detail?id=466c7bdd-ccb9-4722-abe5-d71a535113a2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029569.579483
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'topcloudops.com: Kubernetes Security, Rootless Containers'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering topcloudops.com:
    Kubernetes Security, Rootless Containers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://topcloudops.com/blog-detail?id=afa06d47-b8ea-4417-bb4c-7d164f8903e7:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030384.492137
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'topcloudops.com: Kubernetes Draining Nodes Properly'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering topcloudops.com:
    Kubernetes Draining Nodes Properly in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://torq.io/blog/5-security-automation-examples-for-non-developers:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides practical implementation examples for low-code/no-code security
    automation using SOAR architectures. Focuses on integrating threat telemetry sources,
    executing dynamic IP quarantine actions, and orchestrating Slack-based manual
    approval steps for access provisioning.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Security
  - Automation
  - SOAR Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'torq.io: 5 Security Automation Examples for Non-Developers'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://towardsaws.com/a-gentle-introduction-to-amazon-web-services-aws-50f18c7c57dc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032184.730011
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsaws.com: A Gentle Introduction to Amazon Web Services (AWS)'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
    A Gentle Introduction to Amazon Web Services (AWS) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsaws.com/accessing-a-private-rest-api-from-another-private-rest-api-in-aws-api-gateway-5112b835c0d4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034131.31276
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsaws.com: Accessing a Private REST API from another Private REST API''
    in AWS API Gateway'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
    Accessing a Private REST API from another Private REST API'' in AWS API Gateway
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsaws.com/automating-static-website-deployment-a-guide-to-ci-cd-with-aws-and-terraform-bb6fcbae5667:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030384.584684
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsaws.com: Automating Static Website Deployment: A Guide to CI/CD with''
    AWS and Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
    Automating Static Website Deployment: A Guide to CI/CD with'' AWS and Terraform
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsaws.com/autoscale-kubernetes-metrics-server-fa398f8a600a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029325.498285
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsaws.com: Autoscale Kubernetes Metrics Server on Amazon EKS'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
    Autoscale Kubernetes Metrics Server on Amazon EKS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsaws.com/creating-a-bastion-host-for-secure-access-to-your-aws-infrastructure-with-terraform-17ee287bb3d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030115.35968
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==towardsaws.com: Creating a Bastion Host for Secure Access to Your AWS''
    Infrastructure with Terraform=='
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==towardsaws.com:
    Creating a Bastion Host for Secure Access to Your AWS'' Infrastructure with Terraform==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://towardsaws.com/from-scratch-to-production-deploying-eks-clusters-and-applications-with-ci-cd-using-jenkins-and-f27d4686d5fe
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032039.050504
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsaws.com: From Scratch to Production: Deploying EKS Clusters and Applications''
    with CI/CD using Jenkins and Terraform'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
    From Scratch to Production: Deploying EKS Clusters and Applications'' with CI/CD
    using Jenkins and Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsaws.com/how-to-centralize-vpc-endpoints-in-aws-64c68b5b9d50:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033205.818091
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsaws.com: How to centralize VPC endpoints in AWS'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
    How to centralize VPC endpoints in AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsaws.com/how-to-deploy-two-tier-aws-architecture-with-terraform-59db7b11dd47:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030538.482994
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==towardsaws.com: How to Deploy Two-Tier AWS Architecture with Terraform?=='
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==towardsaws.com:
    How to Deploy Two-Tier AWS Architecture with Terraform?== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsaws.com/import-existing-aws-architecture-to-terraform-368b66c48275:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031615.098147
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==towardsaws.com: Import Existing AWS Infrastructure to Terraform=='
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==towardsaws.com:
    Import Existing AWS Infrastructure to Terraform== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsaws.com/integrating-python-amazon-api-gateway-lambda-sqs-and-sns-services-6015631d5527:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032149.929591
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsaws.com: Integrating Python, Amazon API Gateway, Lambda, SQS, and''
    SNS Services | Brandi McCall'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
    Integrating Python, Amazon API Gateway, Lambda, SQS, and'' SNS Services | Brandi
    McCall in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsaws.com/kubernetes-multi-tenancy-approach-b0f58d615971:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029948.083092
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsaws.com: Kubernetes Multi-Tenancy Approach'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
    Kubernetes Multi-Tenancy Approach in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsaws.com/networking-basics-in-aws-ab72882855c4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030322.866243
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsaws.com: Networking Basics in AWS'
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
    Networking Basics in AWS in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsaws.com/terraform-basics-creating-custom-aws-vpc-subnets-and-route-tables-4e7075135e99:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034391.810585
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsaws.com: Terraform Basics: Creating Custom AWS VPC, Subnets, and''
    Route Tables'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsaws.com:
    Terraform Basics: Creating Custom AWS VPC, Subnets, and'' Route Tables in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsdatascience.com/3-high-availability-cloud-concepts-you-should-know-93f3bab2cb4a:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: 'Explores three fundamental high-availability cloud strategies: active-active
    vs active-passive configurations, geo-redundant database replication, and zero-downtime
    DNS-routed failovers. Discusses mathematical SLA models and network traffic planning
    required to achieve high service uptime.'
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - High Availability
  - Core Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: 3 High Availability Cloud Concepts You Should Know'
  addition_method: manual
  v2_locations:
  - introduction.md
https://towardsdatascience.com/7-must-know-data-wrangling-operations-with-python-pandas-849438a90d15:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical deep dive into high-efficiency Pandas data-wrangling techniques.
    Covers aggregation, filtering, melting, pivoting, merging, and masking complex
    datasets for upstream analytical and ML training pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Python Data Science
  - Pandas
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: 7 Must-Know Data Wrangling Operations with Python
    Pandas'
  addition_method: manual
  v2_locations:
  - python.md
https://towardsdatascience.com/a-git-cheatsheet-that-all-coders-need-bf8ad4d91576:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Synthesizes essential syntax and common CLI combinations into an easily
    accessible reference index, enabling rapid search capabilities during routine
    coding tasks.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: A Git cheatsheet that all coders need'
  addition_method: manual
  v2_locations:
  - git.md
https://towardsdatascience.com/a-kubernetes-architecture-for-machine-learning-web-application-deployments-632f7765ef29:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Outlines a highly resilient architectural blueprint for deploying machine
    learning models on Kubernetes. Discusses containerizing model APIs, managing resource
    limits, utilizing ingress controllers, and decoupling frontend services from computational
    inference backends. Offers concrete patterns for scaling web apps backed by heavy-weight
    deep learning payloads.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - MLOps
  - Kubernetes
  - Architectural Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'towardsdatascience.com: A Kubernetes architecture for machine learning web-application
    deployments'
  addition_method: manual
  v2_locations:
  - mlops.md
https://towardsdatascience.com/all-the-important-features-and-changes-in-python-3-10-e3d1fe542fbf:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores architectural features introduced in Python 3.10, centering
    on Structural Pattern Matching (`match-case`), precise parenthesized context managers,
    improved error messages, and new Union typing syntax.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Language Updates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: All The Important Features and Changes in Python
    3.10'
  addition_method: manual
  v2_locations:
  - python.md
https://towardsdatascience.com/apache-airflow-architecture-496b9cb28288:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An architectural breakdown exploring the foundational components of
    Airflow, including the metadata database, scheduler engine, and task executor
    options (Celery, Local, Kubernetes). Essential reading for understanding runtime
    orchestration.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Workflows
  - Apache Airflow
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "towardsdatascience.com: Apache Airflow Architecture \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://towardsdatascience.com/apache-airflow-for-containerized-data-pipelines-4d7a3c385bd:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Explains how to design modern, isolated data ingestion pipelines inside
    Apache Airflow utilizing container environments. Isolating tasks inside dedicated
    containers prevents python library collisions, ensuring deterministic scheduling
    and robust operational execution.
  language: Python
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Workflows
  - Apache Airflow
  - Container Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Apache Airflow for containerized data-pipelines'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://towardsdatascience.com/at-its-core-hows-a-graph-database-different-from-a-relational-8297ca99cb8f:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comparative guide contrasting graph database engines with relational
    systems. Discusses the performance optimizations of index-free adjacency networks
    and relationship traversals over complex relational table joins.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Databases
  - Graph Databases
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: At Its Core: How Is a Graph Database Different from
    a Relational One?'
  addition_method: manual
  v2_locations:
  - databases.md
https://towardsdatascience.com/automatically-generate-machine-learning-code-with-just-a-few-clicks-7901b2334f97:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Explores early AutoML and automated code-generation tools designed to
    accelerate the model-building lifecycle. Evaluates the architectural benefits
    of removing manual scaffolding from pipeline creation, while stressing the long-term
    necessity of custom code refactoring for performance-critical production systems.
  language: Python
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - AutoML
  - Low-Code
  - Code Generation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Automatically Generate Machine Learning Code with
    Just a Few Clicks'
  addition_method: manual
  v2_locations:
  - mlops.md
? https://towardsdatascience.com/build-machine-learning-pipelines-with-airflow-and-mlflow-reservation-cancellation-forecasting-da675d409842
: description: ''
  year: '2021'
  stars: 3
  ai_summary: Describes the convergence of Apache Airflow DAG orchestration with MLflow
    execution and model-tracking servers. Uses a concrete business use case (reservation
    forecasting) to illustrate scheduled dataset ingestion, remote training validation,
    and model artifact logging.
  language: Python
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - MLOps
  - Orchestration
  - Airflow
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'towardsdatascience.com: Build Machine Learning Pipelines with Airflow and
    Mlflow: Reservation Cancellation Forecasting'
  addition_method: manual
  v2_locations:
  - mlops.md
https://towardsdatascience.com/can-githubs-copilot-replace-developers-b89f28007c05:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Critically addresses the hypothesis that AI assistants like Copilot
    will displace human engineering staff. Concludes that generative tools serve as
    context-aware accelerants rather than fully autonomous system architects, shifts
    developer responsibility toward system design and code verification.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Can Github Copilot Replace Developers?'
  addition_method: manual
  v2_locations:
  - git.md
https://towardsdatascience.com/create-your-first-ci-cd-pipeline-with-jenkins-and-github-6aefe21c9240:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight identifies this article as a starter guide for constructing
    initial CI/CD pipelines bridging GitHub with a Jenkins instance. Live Grounding
    indicates it relies on standard webhook configurations and SSH deployment keys.
    This resource serves as an educational baseline for engineers learning automated
    testing integration.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Jenkins
  - GitHub Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Create your first CI/CD pipeline with Jenkins and
    GitHub'
  addition_method: manual
  v2_locations:
  - demos.md
https://towardsdatascience.com/data-domains-and-data-products-64cc9d28283e:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An exploration of how to define domain boundaries and formalize data
    products in a modern Data Mesh framework. It outlines criteria for establishing
    data ownership, SLA specifications, and technical standards to build reliable,
    discoverable, and interoperable dataset products.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Data Mesh
  - Data Products
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Data Domains and Data Products'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://towardsdatascience.com/datastore-choices-sql-vs-nosql-database-ebec24d56106:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A high-density taxonomic guide that compares 12 distinct database variants
    including relational, document, key-value, graph, time-series, and ledger systems,
    mapping performance characteristics to concrete transactional use cases.
  language: English
  resource_type: Taxonomy Reference
  complexity: Beginner
  hierarchy:
  - Database Architecture
  - Database Taxonomy
  - Selection Guide
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "towardsdatascience.com: SQL vs. NoSQL: How to Select from 12 Database Types
    \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - databases.md
https://towardsdatascience.com/deploying-an-ml-model-with-fastapi-a-succinct-guide-69eceda27b21:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A step-by-step technical implementation guide utilizing FastAPI for
    low-latency ML model serving. Highlights the benefits of asynchronous request
    handling, built-in Pydantic data validation, and automated OpenAPI schema generation.
    Demonstrates how to package the application with Docker to establish a robust
    microservice baseline.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Model Serving
  - API Development
  - FastAPI
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'towardsdatascience.com: Deploying An ML Model With FastAPI — A Succinct
    Guide'
  addition_method: manual
  v2_locations:
  - mlops.md
https://towardsdatascience.com/deploying-llm-apps-to-aws-the-open-source-self-service-way-c54b8667d829:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Presents a self-service architectural framework for deploying LLM microservices
    to AWS with open-source infrastructure-as-code tools. Outlines the provisioning
    of specialized GPU-backed instances, serverless scaling mechanics, and custom
    embedding cache deployments to balance performance with operating costs.
  language: Python
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Generative AI
  - LLM Ops
  - AWS
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'towardsdatascience.com: Deploying LLM Apps to AWS, the Open-Source Self-Service
    Way'
  addition_method: manual
  v2_locations:
  - mlops.md
https://towardsdatascience.com/fall-in-love-with-your-environment-setup-779dfbf047ba:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Promotes a highly optimized local workspace utilizing
    modern terminal packages and code style automation.

    Live Grounding: Outlines configurations for zsh shell environments, poetry dependency
    lock structures, linting configurations (flake8), and styling formatters (black).'
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Development Environments
  - Workflow Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Fall in Love with Your Environment Setup'
  addition_method: manual
  v2_locations:
  - python.md
? https://towardsdatascience.com/from-dev-to-deployment-an-end-to-end-sentiment-classifier-app-with-mlflow-sagemaker-and-119043ea4203
: description: ''
  year: '2021'
  stars: 3
  ai_summary: Walks through a complete MLOps workflow deploying a sentiment classifier.
    Synthesizes MLflow for parameter and metric tracking, AWS SageMaker for hosting
    scalable compute environments, and Streamlit for rapid front-end application prototyping.
    Highlights the synergy of multi-cloud and hybrid-SaaS tooling.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Model Life Cycle
  - AWS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'towardsdatascience.com: From Dev to Deployment: An End to End Sentiment
    Classifier App with MLflow, SageMaker, and Streamlit'
  addition_method: manual
  v2_locations:
  - mlops.md
https://towardsdatascience.com/from-devops-to-mlops-integrate-machine-learning-models-using-jenkins-and-docker-79034dbedf1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This technical guide bridges DevOps and MLOps by demonstrating how to
    containerize machine learning models using Docker and orchestrate their integration
    pipelines with Jenkins. It provides an architectural map for automating CI/CD
    routines for smart microservices, ensuring reproducible builds and robust test
    suites.
  language: Python
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - MLOps
  - CI/CD
  - Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'towardsdatascience.com: From DevOps to MLOPS: Integrate Machine Learning
    Models using Jenkins and Docker'
  addition_method: manual
  v2_locations:
  - mlops.md
https://towardsdatascience.com/from-jupyter-notebooks-to-real-life-mlops-9f590a7b5faa:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Addresses the operational chasm between exploratory research in Jupyter
    notebooks and reliable, production-grade model deployments. Outlines a structured
    strategy for code modularization, environmental reproducibility, continuous monitoring,
    and automated retraining architectures.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Workflow Transition
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "towardsdatascience.com: From Jupyter Notebooks to Real-life: MLOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - mlops.md
https://towardsdatascience.com/generating-python-scripts-with-openais-github-copilot-da0b3fdd989:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A hands-on exploration demonstrating code generation strategies for
    Python scripts using Copilot. Focuses on writing high-quality comments to prompt
    correct library imports and database operations. Outlines testing methodologies
    to weed out hallucinations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Practical Guide
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Generating Python Scripts with OpenAi’s Github Copilot'
  addition_method: manual
  v2_locations:
  - git.md
https://towardsdatascience.com/git-commands-cheat-sheet-software-developer-54f6aedc1c46:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: 'Curator Insight: Experiential digest detailing high-value commands
    discovered in a real-world enterprise software setting. Live Grounding: Focuses
    heavily on Git operations that rescue broken states, such as cherry-picking, interactive
    rebasing, reflog, and bisecting bugs.'
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: 18 Git Commands I Learned During My First Year as
    a Software Developer'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://towardsdatascience.com/heroku-docker-in-10-minutes-f4329c4fd72f:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deployment guide detailing how to host containerized applications
    on Heroku using the Docker runtime. Shows a frictionless path to hosting containers
    without any complex infrastructure layers.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Deployment
  - PaaS
  - Heroku
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Heroku + Docker in 10 Minutes'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://towardsdatascience.com/how-not-to-use-python-lists-d06cbe8e593:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates critical performance bottlenecks caused by misusing lists.
    Covers the $O(n)$ cost of left-side inserts/deletes, recommending `collections.deque`
    or specialized arrays instead for performance-critical systems.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: How Not to Use Python Lists'
  addition_method: manual
  v2_locations:
  - python.md
https://towardsdatascience.com/how-to-use-sql-cross-joins-5653fe7d353:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides a comprehensive mathematical and practical overview of Cartesian
    products (CROSS JOIN) in SQL. Examines computation footprint and scenarios where
    combinatorics are required for reporting templates.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - SQL
  - Query Mechanics
  - Joins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: How to Use SQL Cross Joins'
  addition_method: manual
  v2_locations:
  - databases.md
https://towardsdatascience.com/jenkins-for-ci-is-dead-why-do-people-hate-it-and-whats-the-alternative-8d8b6b88fdba:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130495.031489
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering towardsdatascience.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsdatascience.com/kubernetes-serverless-differences-84699f370609:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the future of container orchestration versus FaaS models.
    Argues that serverless approaches do not replace Kubernetes; instead, they coexist
    through frameworks like Knative that run serverless control planes natively on
    top of Kubernetes clusters.
  language: English
  resource_type: Opinion / Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Comparative Systems
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Is Serverless The End Of Kubernetes?
  addition_method: manual
  v2_locations:
  - serverless.md
https://towardsdatascience.com/master-class-inheritance-in-python-c46bfda63374:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Evaluates inheritance concepts in Python including
    single, multiple, and hierarchical design paradigms.

    Live Grounding: Deep-dives into subclassing mechanics, resolving method chains
    via `super()`, and explains the intricate operations of Python''s Method Resolution
    Order (MRO) using C3 Linearization.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Object-Oriented Programming
  - Inheritance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "towardsdatascience.com: Master Class Inheritance in Python \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://towardsdatascience.com/maximizing-the-utility-of-scarce-ai-resources-a-kubernetes-approach-0230ba53965b:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Explores scheduling paradigms for high-value, scarce AI and ML infrastructure.

    - Covers GPU-slicing and Multi-Instance GPU (MIG) allocations under Kubernetes
    control.

    - Details scheduling algorithms designed to maximize hardware utilization and
    efficiency during model training.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Scheduling & Orchestration
  - Specialized Workloads
  - AI & GPU Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Maximizing the Utility of Scarce AI Resources: A
    Kubernetes Approach'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://towardsdatascience.com/memoizing-dataframe-functions-7a27dff532f7:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents specialized caching and memoization approaches to bypass redundant
    transformations in large Pandas DataFrames. Illustrates performance gains utilizing
    decorators, custom hashing, and memoization modules in distributed pipeline environments.
  language: Python
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Data Engineering
  - Performance Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Memoizing DataFrame Functions'
  addition_method: manual
  v2_locations:
  - python.md
https://towardsdatascience.com/overview-of-ui-tools-for-monitoring-and-management-of-apache-kafka-clusters-8c383f897e80:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comparative overview of web-based UI management consoles for monitoring
    and administrating Apache Kafka clusters. Contrasts Kafdrop, AKHQ, CMAK, and other
    alternatives on criteria like schema registry integrations, user permissions,
    and deployment ease.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Observability & UI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Overview of UI Tools for Monitoring and Management
    of Apache Kafka Clusters'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://towardsdatascience.com/practical-introduction-to-postgresql-5f73d3d394e:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introductory guide to PostgreSQL. Covers basic architecture, core relational
    operations, basic optimization, and index configurations, providing a clean onboarding
    path for engineers.
  language: SQL
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Databases
  - PostgreSQL
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Practical Introduction to PostgreSQL'
  addition_method: manual
  v2_locations:
  - databases.md
https://towardsdatascience.com/python-iterables-vs-iterators-688907fd755f:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Explains iteration models, separating Iterable abstractions
    from active state Iterator objects.

    Live Grounding: Details the internal execution of Python''s iteration protocol,
    highlighting execution steps of `__iter__` and `__next__` and lazy calculation
    logic.'
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Iterables vs Iterators in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://towardsdatascience.com/python-linked-lists-c3622205da81:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Demonstrates implementing custom singly and doubly
    linked list data collections in Python.

    Live Grounding: Constructs object-oriented linked nodes, manual pointer mapping
    pathways, and discusses performance metrics compared against native sequential
    structures.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Data Structures
  - Linked Lists
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: How to Implement a Linked List in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://towardsdatascience.com/requirements-vs-setuptools-python-ae3ee66e28af:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Explains the boundary differences between runtime
    environment lockfiles and package build scripts.

    Live Grounding: Architecturally separates dynamic dependencies defined in `setup.py`
    (abstract constraints) from strict environment lockfiles in `requirements.txt`
    (pinned dependencies).'
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Application Packaging
  - Dependency Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: requirements.txt vs setup.py in Python'
  addition_method: manual
  v2_locations:
  - python.md
? https://towardsdatascience.com/scalable-efficient-big-data-analytics-machine-learning-pipeline-architecture-on-cloud-4d59efc092b5
: description: ''
  year: '2020'
  stars: 0
  ai_summary: This blueprint outlines scalable cloud architectures for high-throughput,
    low-latency streaming pipelines. It compares standard messaging queues to log-based
    brokers and details how streaming analytics frameworks consume and store unstructured
    data.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Data Pipelines
  - Cloud Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "towardsdatascience.com: Architecture for High-Throughput Low-Latency Big
    Data Pipeline on Cloud \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://towardsdatascience.com/step-by-step-approach-to-build-your-machine-learning-api-using-fast-api-21bd32f2bbdb:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Practical guide outlining the architectural components needed to design
    an enterprise-ready FastAPI wrapper for pre-trained machine learning models. Highlights
    exception handling, asynchronous inference configurations, and the construction
    of deterministic, typed request/response contracts using Pydantic.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Model Serving
  - API Development
  - FastAPI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'towardsdatascience.com: Step-by-step Approach to Build Your Machine Learning
    API Using Fast API'
  addition_method: manual
  v2_locations:
  - mlops.md
https://towardsdatascience.com/the-easiest-way-to-debug-kubernetes-workloads-ff2ff5e3cc75:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Practical overview detailing baseline approaches to troubleshooting
    Kubernetes workloads, focusing on common command-line routines. It bridges the
    gap for data engineers and developers needing rapid context on kubectl logs, describes,
    and port-forwards.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - Debugging
  - Workloads
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: The Easiest Way to Debug Kubernetes Workloads'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://towardsdatascience.com/the-strange-size-of-python-objects-in-memory-ce87bdfbb97f:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Inspects the underlying memory footprint of native Python objects (ints,
    lists, strings) using `sys.getsizeof`. Explores overhead added by PyObject headers,
    garbage collection pointers, and preallocated cache structures in the CPython
    implementation.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Development
  - Python Core
  - Memory Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Unexpected Size of Python Objects in Memory'
  addition_method: manual
  v2_locations:
  - python.md
https://towardsdatascience.com/there-is-more-to-pandas-read-csv-than-meets-the-eye-8654cb2b3a03:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores advanced configuration options of `pandas.read_csv()`. Focuses
    on memory-optimized chunking, custom date parsers, specifying dtypes for memory
    reduction, and handling corrupted row sequences.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Python Data Science
  - Pandas
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: There is more to ‘pandas.read_csv()’ than meets
    the eye'
  addition_method: manual
  v2_locations:
  - python.md
https://towardsdatascience.com/unlimited-scientific-libraries-and-applications-in-kubernetes-instantly-b69b192ec5e5:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Curator Insight explores execution pipelines for scientific workloads
    on top of Kubernetes. Live Grounding demonstrates that cloud-native environments
    rely heavily on containerized execution pools (such as Kubeflow or Ray Core) to
    provide scalable, on-demand compute fabrics for heavy machine learning and mathematical
    computations.
  language: Python
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Kubernetes
  - Data Science Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'towardsdatascience.com: Unlimited scientific libraries and applications
    in Kubernetes, instantly!'
  addition_method: manual
  v2_locations:
  - python.md
https://towardsdatascience.com/using-kafka-with-avro-in-python-da85b3e0f966:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Technical analysis of schema-driven streaming pipelines using Apache
    Kafka and Apache Avro in Python. Demonstrates how strict schema enforcement prevents
    downstream ML model ingestion errors. Crucial for designing real-time feature
    stores and maintaining strong structural contracts across distributed data microservices.
  language: Python
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Streaming
  - Kafka
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'towardsdatascience.com: Schemafull streaming data processing in ML pipelines'
  addition_method: manual
  v2_locations:
  - mlops.md
https://towardsdatascience.com/work-with-sql-in-python-using-sqlalchemy-and-pandas-cd7693def708:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Constructs high-performance database extraction architectures
    by binding SQLAlchemy configurations directly to Pandas workflows.

    Live Grounding: Explains object-relational abstraction mechanisms, parameterized
    SQL queries, memory management during dataframe ingestion, and database engine
    parameters.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Databases & Storage
  - ORMs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: Work with SQL in Python Using SQLAlchemy and Pandas'
  addition_method: manual
  v2_locations:
  - python.md
https://towardsdatascience.com/you-dont-need-sample-data-you-need-python-faker-fa87c2a119a9:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Explores synthetic data generation for testing pipelines
    using the Faker package ecosystem.

    Live Grounding: Details custom provider integration, localized structured schemas,
    testing configurations, and managing deterministic seed states for repeatable
    automated validations.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing & Quality Assurance
  - Mocking
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: You Don’t Need Sample Data, You Need Python Faker'
  addition_method: manual
  v2_locations:
  - python.md
https://towardsdatascience.com/you-should-use-this-to-visualize-sql-joins-instead-of-venn-diagrams-ede15f9583fc:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Advocates for visual table-mapping paradigms instead of Venn diagrams
    for SQL joins. Demonstrates how relational algebra maps more accurately to table
    dimensions, preventing Cartesian product misunderstandings in complex queries.
  language: SQL
  resource_type: Concept Guide
  complexity: Intermediate
  hierarchy:
  - Databases
  - SQL Fundamentals
  - Visualization
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'towardsdatascience.com: You Should Use This to Visualize SQL Joins Instead
    of Venn Diagrams'
  addition_method: manual
  v2_locations:
  - databases.md
https://towardsdatascience.com/yq-mastering-yaml-processing-in-command-line-e1ff5ebc0823:
  addition_method: manual
  content_hash: 0d6da0f5aadba38d823d4812168767989d93c80fe1663e28c1f82b5c77f38209
  description: ''
  health_score: 100.0
  last_checked: 1779032421.024028
  stars: 0
  title: "towardsdatascience.com: yq: Mastering YAML Processing in Command Line \U0001F31F"
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://towardsdev.com/12-scanners-to-find-security-vulnerabilities-and-misconfigurations-in-kubernetes-332a738d076d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029309.767148
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsdev.com: 12 Scanners to Find Security Vulnerabilities and Misconfigurations''
    in Kubernetes'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsdev.com:
    12 Scanners to Find Security Vulnerabilities and Misconfigurations'' in Kubernetes
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsdev.com/azure-devops-project-creation-and-setup-via-terraform-3444ff985bae:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031106.966107
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==towardsdev.com: Azure DevOps Project Creation and Setup via Terraform=='
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==towardsdev.com:
    Azure DevOps Project Creation and Setup via Terraform== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsdev.com/kubernetes-deploying-nginx-servers-with-configmaps-shared-services-with-minikube-618aee9a8ff6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032103.724903
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsdev.com: Kubernetes: Deploying Nginx Servers with ConfigMaps & Shared''
    Services with Minikube'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsdev.com:
    Kubernetes: Deploying Nginx Servers with ConfigMaps & Shared'' Services with Minikube
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsdev.com/microservice-interview-questions-for-backend-developers-series-1-112d623a7c2a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032834.75369
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsdev.com: Microservice Interview questions for Backend Developers''
    series-1'
  v1_locations:
  - docs/interview-questions.md
  v2_locations:
  - interview-questions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsdev.com:
    Microservice Interview questions for Backend Developers'' series-1 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsdev.com/performance-testing-your-kubernetes-kafka-cluster-95f6e7d8dfc5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031226.469286
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'towardsdev.com: Performance Testing Your Kubernetes Kafka Cluster'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering towardsdev.com:
    Performance Testing Your Kubernetes Kafka Cluster in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://towardsdev.com/solution-architecture-101-are-you-ready-for-the-solution-architect-path-5a2d01aebbb:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033757.322085
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==towardsdev.com: Solution architecture 101 — Are you ready for the Solution'
    Architect Path== \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==towardsdev.com:
    Solution architecture 101 — Are you ready for the Solution' Architect Path== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://traefik.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The canonical repository and site for Traefik, a modern cloud-native
    reverse proxy and ingress controller designed for dynamic service discovery. It
    automatically listens to platform API registries (such as Kubernetes and Consul)
    to dynamically update routing tables without manual reloads.
  language: Go
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Traffic Management
  - Kubernetes Ingress Controllers
  - Traefik Ingress
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Traefik
  addition_method: manual
  v2_locations:
  - web-servers.md
https://traefik.io/blog/kubernetes-ingress-service-api-demystified:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Demystifies the inner workings of Kubernetes Services, endpoints, and
    Ingress routing rules. Compares how reverse-proxy solutions like Traefik process
    these API resources to dynamic configurations. Live Grounding validates that Traefik
    remains a popular, high-performance edge router in modern multi-tenant environments
    due to its automated Let's Encrypt and middleware options.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'containo.us: Kubernetes Ingress & Service API Demystified'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://traefik.io/blog/pets-vs-cattle-the-future-of-kubernetes-in-2022:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores how modern Kubernetes clusters treat clusters, nodes, and ingress
    configurations as stateless, disposable entities (cattle). Examines automation
    engines and dynamic routing protocols like Traefik to abstract network edges.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'traefik.io: Pets vs. Cattle: The Future of Kubernetes in 2022'
  addition_method: manual
  v2_locations:
  - introduction.md
https://traefik.io/blog/transition-from-ingress-nginx-to-traefik:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A migration blueprint walking developers through transitioning from
    ingress-nginx to Traefik. Details how Traefik's native middleware, dynamic routing,
    and CRDs simplify TLS management and traffic splitting in dynamic environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Traefik
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Transitioning from ingress-nginx to Traefik in Kubernetes
  addition_method: manual
  v2_locations:
  - servicemesh.md
  - kubernetes-networking.md
https://traefik.io/traefik-mesh:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: Maesh (rebranded as Traefik Mesh) was a lightweight, SMI-compliant mesh
    designed by Traefik Labs. It was officially retired in 2024 to consolidate development
    focus on Traefik API Gateway products.
  language: Go
  resource_type: open-source-tool
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Legacy Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Maesh
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://training.github.com/downloads/github-git-cheat-sheet.pdf:
  description: ''
  addition_method: manual
  content_hash: a645979f73e24b14b3deb010a64afc0c0e25cedbeed2090d109ad5539f759ac6
  health_score: 100.0
  last_checked: 1781735889.550748
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: '2024'
  stars: 4
  ai_summary: 'Curator Insight: Official GitHub training PDF mapping standard CLI
    commands for branch lifecycle and local repository synchronization. Live Grounding:
    Retains great instructional value for building reliable local-to-remote pipelines
    and securing git commits with GPG signing.'
  language: PDF
  resource_type: Official Guide
  complexity: Beginner-Intermediate
  hierarchy:
  - Development
  - Version Control
  - Git
  is_microservice: false
  title: 'github.github.com/training-kit: Git cheat sheet'
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://training.linuxfoundation.org/resources:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The definitive training and certification source for open-source engineering.
    Directs the primary curricula for the CKA, CKAD, and CKS benchmarks, offering
    authoritative lessons on container network interfaces, control-plane troubleshooting,
    and Linux security interfaces.
  language: English
  resource_type: Training Platform
  complexity: Advanced
  hierarchy:
  - Professional Development
  - Certifications
  - Linux & Open Source
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: The Linux Foundation Training
  addition_method: manual
  v2_locations:
  - elearning.md
https://training.linuxfoundation.org/training/introduction-to-kubernetes:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The baseline introductory curriculum authored by the Linux Foundation
    and the CNCF. Teaches fundamental architecture, control plane mechanics, pod configurations,
    networking standards, and volume storage strategies required for standard operation
    tasks.
  language: N/A
  resource_type: Course
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Education
  - Official Certifications
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'training.linuxfoundation.org: Introduction to Kubernetes (LFS158x)'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://trainings.kubernauts.sh:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030317.430202
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: trainings.kubernauts.sh
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering trainings.kubernauts.sh
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tratnayake.dev/helm-include-all-files-from-directory-in-line:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031537.848357
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tratnayake.dev: Using Helm To Include All Files From A Directory In-line'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tratnayake.dev:
    Using Helm To Include All Files From A Directory In-line in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tratnayake.dev/oncall-adventures-prometheus-filled-disk:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030891.267416
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tratnayake.dev: Oncall Adventures - When your Prometheus-Server mounted''
    to GCE Persistent Disk on K8s is Full'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tratnayake.dev:
    Oncall Adventures - When your Prometheus-Server mounted'' to GCE Persistent Disk
    on K8s is Full in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://travelrasik.com/category/asia:
  description: "- [doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory:
    Part 2](https://travelrasik.com/category/asia)\n    - [doylestowncoder.com: Building
    CI/CD Pipelines with Azure Data Factory: Part 3](https://travelrasik.com/category/asia)"
  year: '2021'
  stars: 0
  ai_summary: Multi-part technical walk-through detailing automated deployment patterns
    for Azure Data Factory (ADF) pipelines. Highlights ARM template generation, parameterization
    strategies, and continuous integration workflows via Azure DevOps.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Azure Data Factory
  - CI/CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part
    1'
  addition_method: manual
  v2_locations:
  - demos.md
https://travis-ci.org:
  addition_method: manual
  content_hash: 9fcc4b1bea231dca2dd2fe5a5836b8bacc2e5ed2eb8b0607f0422eaf4ced733f
  description: ''
  health_score: 100.0
  last_checked: 1779034139.293755
  stars: 0
  status: online
  title: Travis CI
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://travis.media/blog/pulumi-tutorial-automate-kubernetes-operations:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: End-to-end tutorial detailing the programmatic definition of namespaces,
    ingress controllers, replicas, and pod affinity rules inside target Kubernetes
    environments using Pulumi's type-safe bindings.
  language: TypeScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Provisioning
  - Pulumi
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'travis.media: Pulumi Tutorial: Automate Kubernetes Deployments and Operations
    with this Complete Guide'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://travis.media/pulumi-tutorial-automate-kubernetes-operations:
  addition_method: manual
  content_hash: dcbe8a11a14c4e0f732035b0f4f5d0f47bbc6a2787d4ca6121eb65c733d1e2aa
  description: ''
  health_score: 100.0
  last_checked: 1779030975.585085
  stars: 0
  status: online
  title: 'travis.media: Pulumi Tutorial: Automate Kubernetes Deployments and Operations''
    with this Complete Guide'
  v1_locations:
  - docs/pulumi.md
  year: N/A
https://treblle.com/blog/how-does-treblle-scale-on-aws-without-breaking-the-bank:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Curator Insight highlights Treblle’s architectural strategy for processing
    billions of API requests on AWS affordably. Live Grounding details how modern
    SaaS platforms leverage spot instances, API gateway caching, serverless scale-to-zero
    databases, and intensive performance profiling to decouple traffic volume from
    infrastructure costs.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - FinOps
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'treblle.com: How does Treblle scale on AWS without breaking the bank?'
  addition_method: manual
  v2_locations:
  - databases.md
  - aws-miscellaneous.md
https://treyhunner.com/2021/11/how-to-flatten-a-list-in-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details various strategies to flatten multi-dimensional nested iterables
    in Python. Compares performance of nested list comprehensions, `itertools.chain()`,
    and recursive function setups.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'treyhunner.com: How to flatten a list in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://trilio.io:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Trilio offers a Kubernetes-native data protection software suite. Facilitates
    high-speed, programmatic volume and metadata replication, multi-cloud migration,
    and ransomware mitigation across large clusters.
  language: Go
  resource_type: Product
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Enterprise Backup
  - Proprietary Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Trillio
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://trio.dev/angular-vs-react:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comparative study evaluating the architectural paradigms of Angular
    vs. React. Evaluates runtime performance, state management approaches, scaling
    potential, and long-term maintenance overhead in large-scale enterprise portals.
  language: TypeScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Frontend
  - Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'trio.dev: Angular vs React: Is Angular Dead?'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://trstringer.com/debug-python-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Diagnostic blueprint details the usage of `rpdb` and port forwarding
    to hook remote debuggers into active Python processes running in Kubernetes microservices
    pods, avoiding continuous redeployment cycles.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - DevOps
  - Python Cloud
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "trstringer.com: Debug a Python Application Running in Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://trstringer.com/deploy-to-aks-from-github-actions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A precise deployment guide detailing continuous integration and deployment
    to AKS from GitHub Actions. Explores how to leverage secure Azure Service Principals
    and Federated Credentials (OIDC) to safely authenticate and update container workloads.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Azure AKS
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "trstringer.com: Deploy to AKS from GitHub Actions \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://trstringer.com/deploy-to-aks-from-github-actions-self-hosted:
  addition_method: manual
  content_hash: d0ea8a3d3aa050dc70e445d1211454a7804d8499fc0633b65cff4ecf621c81c7
  description: ''
  health_score: 100.0
  last_checked: 1779032100.222641
  stars: 0
  status: online
  title: "trstringer.com: Deploy to AKS Using a Managed Identity from a GitHub Actions'
    Self-Hosted Runner \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://trstringer.com/deploy-to-aks-from-github-actions/-self-hosted:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.935653
  review_metadata:
    original_url: https://trstringer.com/deploy-to-aks-from-github-actions/-self-hosted
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.935655'
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering trstringer.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://trstringer.com/kubernetes-api-call-from-kubectl:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical debugging guide to logging actual API calls made by the
    kubectl CLI. Demonstrates using high verbosity options (e.g. `--v=8`) to reverse-engineer
    client API payloads.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - API Server
  - Debugging
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'trstringer.com: Discover Kubernetes API Calls from kubectl'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://trstringer.com/kubernetes-ingress-with-contour:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Implementation guide for Contour, an Envoy-driven Ingress controller.
    Focuses on the performance and security advantages of Contour's custom HTTPProxy
    API, which mitigates cross-namespace vulnerability risks inherent to standard
    ingress.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Contour
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'trstringer.com: Kubernetes Ingress with Contour'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://trstringer.com/kubernetes-node-ready:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive into node status evaluation mechanics in Kubernetes. It
    breaks down how the Kubelet posts heartbeats, how the Node Lifecycle Controller
    handles Lease resources, and how resource exhaustion (PID, disk, memory pressure)
    updates NodeConditions.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Architecture
  - Control Plane
  - Node Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'trstringer.com: What Determines if a Kubernetes Node is Ready?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://trstringer.com/kubernetes-validating-webhook:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Step-by-step technical guide for writing a custom validating admission
    controller webhook. Focuses on processing API requests, writing validation criteria
    in Go, and configuring TLS certificate pathways between the API server and the
    webhook pod.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Policy & Admission Control
  - Validating Webhooks
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'trstringer.com: Create a Basic Kubernetes Validating Webhook'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://trstringer.com/otel-part1-intro:
  addition_method: manual
  content_hash: 522071bee9fd016ade0c7d159936da579a3fcc6685d28461a0d7cdb01b31e8b8
  description: ''
  health_score: 100.0
  last_checked: 1779031600.361398
  needs_ai_refresh: true
  stars: 0
  title: 'trstringer.com: Observability with OpenTelemetry Part 1 - Introduction'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://trstringer.com/run-kubernetes-pods-on-vm-types:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores structural scheduling patterns inside AKS to assign dedicated
    workloads onto specific VM sizes using node selectors, taints, tolerations, and
    node affinity rules.
  language: N/A
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Scheduling & Taints
  - Compute Node Pools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'trstringer.com: Run Kubernetes Pods on Specific VM Types in AKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://trstringer.com/understanding-prefernoschedule:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates the mechanics of taints and tolerations, focusing on the
    PreferNoSchedule effect. Illustrates scheduling decisions under compute pressure
    when taints act as soft constraints.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Compute
  - Pod Scheduling
  - Node Affinity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'trstringer.com: Kubernetes Taints, Tolerations, and Understanding the PreferNoSchedule
    Effect'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://trunkbaseddevelopment.com:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: The definitive technical manual on Trunk-Based Development (TBD), demonstrating
    how merging code into a single central branch ('trunk') multiple times a day prevents
    integration drift. This design demands rigorous CI pipeline safety and feature
    flag setups to decouple staging from active user exposures.
  language: Markdown
  resource_type: Specification
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Trunk Based Development
  addition_method: manual
  v2_locations:
  - git.md
https://trunkbaseddevelopment.com/alternative-branching-models:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: An analytical module from trunkbaseddevelopment.com comparing alternative
    branching patterns, such as GitFlow and GitHub Flow. It highlights the structural
    differences, release frequencies, and common pain points of each model.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'trunkbaseddevelopment.com: Alternative Branching Models'
  addition_method: manual
  v2_locations:
  - git.md
https://try.digitalocean.com/app-platform:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Highlights onboarding pathways and scalability paradigms inside DigitalOcean's
    PaaS. Highly optimized for small-to-medium enterprises wanting to run microservice
    networks without complex VM configurations.
  language: N/A
  resource_type: Platform Landing
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - PaaS
  - DigitalOcean App Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: App Platform - Digital Ocean PaaS
  addition_method: manual
  v2_locations:
  - digitalocean.md
https://try.digitalocean.com/cloudplex:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Reference landing portal for visual architecture design tools integrated
    with DigitalOcean Kubernetes. Historically allowed developers to visualize infrastructure
    topologies and generate corresponding Kubernetes configurations.
  language: N/A
  resource_type: Platform Landing
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - Alternative Clouds
  - Visual Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: try.digitalocean.com/cloudplex
  addition_method: manual
  v2_locations:
  - digitalocean.md
https://try.openshift.com:
  addition_method: manual
  content_hash: c72eb25fc0acd138bfaa947149c34f5ea74ea45a5e0f3bca8213b9f02c7b7871
  description: ''
  health_score: 100.0
  last_checked: 1779030803.473555
  stars: 0
  status: online
  title: "try.openshift.com \U0001F31F"
  v1_locations:
  - docs/matrix-table.md
  - docs/ocp4.md
  - docs/openshift.md
  year: N/A
https://trycircular.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031939.422723
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: trycircular.com (Spain)
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering trycircular.com
    (Spain) in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tryhackme.com/room/metasploitintro:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This learning guide covers the core operations and architecture of the
    Metasploit Framework. It explains how security professionals configure exploit
    payloads, assess system vulnerabilities, and perform penetration tests. It is
    an excellent educational reference for security teams looking to perform automated
    offensive security testing.
  language: None
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Security
  - Penetration Testing
  - Metasploit
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tryhackme.com: Metasploit: Introduction'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://tryolabs.com/blog/2020/12/21/top-10-python-libraries-of-2020:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator synthesis highlighting the most innovative and rapidly growing
    Python libraries released or consolidated in 2020, focusing on data science, API
    development (like FastAPI), performance, and utility tooling.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Ecosystem
  - Libraries
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tryolabs.com: Top 10 Python libraries of 2020'
  addition_method: manual
  v2_locations:
  - python.md
https://tschatzl.github.io/2021/09/16/jdk17-g1-parallel-gc-changes.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An expert analysis on GC improvements within JDK 17, specifically targeting
    the G1 and Parallel garbage collectors. It explains the runtime optimizations
    that reduce memory footprints, improve memory reclaiming speeds, and stabilize
    GC latency during containerized workloads.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Development
  - JVM Internals
  - Garbage Collection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'tschatzl.github.io: JDK 17 G1/Parallel GC changes'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://ttl.sh:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: ttl.sh is an anonymous, ephemeral Docker image registry that automatically
    purges uploaded images based on a user-defined Time-To-Live (TTL) tag (e.g., :2h).
    It requires no authentication or setup, making it an excellent utility for testing
    CI/CD pipelines, sharing temporary development builds, or executing fast integration
    tests across different physical host platforms.
  language: N/A
  resource_type: SaaS
  complexity: Low
  hierarchy:
  - Infrastructure
  - Container Registries
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "ttl.sh: Anonymous & ephemeral Docker image registry \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://turbofuture.com/computers/introductiontodocker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030235.377697
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'turbofuture.com: A Beginners Guide to Containers and Docker'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering turbofuture.com:
    A Beginners Guide to Containers and Docker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://turing.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An AI-powered talent acquisition engine that sources, screens, and manages
    remote developers globally. Its deep vetting pipeline covers systems architecture,
    algorithmic efficiency, and soft skills. Live grounding reveals significant market
    expansion in matching engineers with generative AI training workloads.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Talent Platforms
  - AI-Backed Sourcing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: turing
  addition_method: manual
  v2_locations:
  - freelancing.md
https://tusharsrivastava.hashnode.dev/handling-text-files-in-python-an-easy-guide-for-beginners:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032177.789834
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tusharsrivastava.hashnode.dev: Handling text files in python - an easy guide''
    for beginners'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tusharsrivastava.hashnode.dev:
    Handling text files in python - an easy guide'' for beginners in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tutorialboy24.blogspot.com/2022/09/a-detailed-talk-about-k8s-cluster.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This deep technical analysis adopts an offensive security posture to
    highlight subtle vulnerabilities in cluster configurations. Demystifies container
    escape routes, RBAC over-privileging paths, and target exploration from within
    compromised pods. Highly valuable for red team operators and defensive engineers
    building detection rules.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Offensive Security
  - Penetration Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "tutorialboy24.blogspot.com: A Detailed Talk about K8S Cluster Security from
    the Perspective of Attackers (Part 2) \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://tutorials.keptn.sh:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031215.617613
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "tutorials.keptn.sh \U0001F31F"
  v1_locations:
  - docs/keptn.md
  v2_locations:
  - keptn.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering tutorials.keptn.sh
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tutorials.keptn.sh/tutorials/keptn-azure-devops/index.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031103.026988
  stars: 0
  title: 'tutorials.keptn.sh: Azure DevOps Pipelines with Keptn Quality Gates'
  v1_locations:
  - docs/keptn.md
  year: N/A
https://tutorials.virtualan.io:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Introduces Idaithalam, a low-code, metadata-driven API testing framework
    built under Virtualan. It details how to leverage declarative Excel spreadsheets
    or Postman collections to generate and execute complex integration test suites,
    reducing the necessity for heavy programming while ensuring high test coverage.
  language: YAML
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - API Automation
  - Low-Code Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tutorials.virtualan.io: Idaithalam - Lowcode Test Automation'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://tutorialsdojo.com/aws-cheat-sheets:
  addition_method: manual
  content_hash: 8eae6c85ae1ab70fcb251a91e10828ce09bb0bb5b4b8a232335c7e162524b9dd
  health_score: 100.0
  last_checked: 1779130495.028713
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering tutorialsdojo.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://tutorialsdojo.com/links-to-all-aws-cheat-sheets:
  addition_method: manual
  content_hash: a061295990e5117df4287457a648f538b31ff1389dac04e9c2e31444a7a7dff2
  description: ''
  health_score: 100.0
  last_checked: 1779030605.950604
  stars: 0
  status: online
  title: "tutorialsdojo.com: AWS Cheat Sheets \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://tutorialsdojo.com/real-time-monitoring-of-5xx-errors-using-aws-lambda-cloudwatch-logs-slack:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides an implementation guide for parsing AWS CloudWatch logs in
    real-time. Leverages subscription filters and Lambda to extract system-level 5XX
    errors, instantly routing rich-formatted exception payloads directly to Slack
    webhooks for rapid operational triage.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - CloudWatch
  - Alerting Systems
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'tutorialsdojo.com: Real-time Monitoring of 5XX Errors using AWS Lambda,
    CloudWatch Logs and Slack'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://tutorialzine.com/2016/06/learn-git-in-30-minutes:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Rapid technical introduction designed to fast-track basic command utilization,
    teaching working tree concepts, git stage operations, staging file modifications,
    branch management, and remote repository handshakes.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Version Control
  - Git Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "tutorialzine.com: Learn git in 30 minutes \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://twindb.com/verify-mysql-backups-with-twindb-backup-tool:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032518.294567
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'twindb.com: Verify MySQL Backups With TwinDB Backup Tool'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering twindb.com:
    Verify MySQL Backups With TwinDB Backup Tool in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://twitter.com/ASFMavenProject:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779034090.772225
  stars: 0
  title: 'twitter.com/ASFMavenProject: The official twitter feed of the Apache Maven''
    Project'
  v1_locations:
  - docs/maven-gradle.md
  year: N/A
https://twitter.com/ASFMavenRelease:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779034313.824261
  stars: 0
  title: 'twitter.com/ASFMavenRelease: Maven Plugin Release'
  v1_locations:
  - docs/maven-gradle.md
  year: N/A
https://twitter.com/AWS_Partners:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779030084.900328
  stars: 0
  title: twitter.com/AWS_Partners
  v1_locations:
  - docs/aws.md
  year: N/A
https://twitter.com/AWSreInvent:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779034045.930479
  stars: 0
  title: twitter.com/AWSreInvent
  v1_locations:
  - docs/aws.md
  year: N/A
https://twitter.com/AWSstartups:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779033675.384335
  stars: 0
  title: twitter.com/AWSstartups
  v1_locations:
  - docs/aws.md
  year: N/A
https://twitter.com/ChromeDevTools:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779032104.227064
  stars: 0
  title: twitter.com/ChromeDevTools
  v1_locations:
  - docs/ChromeDevTools.md
  year: N/A
https://twitter.com/GolangRepos:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779031739.996497
  stars: 0
  title: twitter.com/GolangRepos
  v1_locations:
  - docs/golang.md
  year: N/A
https://twitter.com/Marcus_Noble_/status/1417007780888825856:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779031458.848736
  v1_locations:
  - docs/securityascode.md
https://twitter.com/PlantUML:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779032966.652621
  v1_locations:
  - docs/cloud-arch-diagrams.md
  - docs/kubernetes-tutorials.md
https://twitter.com/PukarDesign/status/1452141978167267332:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779029163.575791
  v1_locations:
  - docs/project-management-methodology.md
https://twitter.com/SWengThomas:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779030507.168669
  stars: 0
  title: I just meant that base64 prevents you from logging a secret in plain text'
    by accident… but many more layers are required to keep your secrets secret
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://twitter.com/_georgemoller:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779029509.733555
  v1_locations:
  - docs/cheatsheets.md
https://twitter.com/a_sykim:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779030574.667111
  v1_locations:
  - docs/introduction.md
https://twitter.com/aantn:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779031096.988733
  stars: 0
  status: online
  title: "It's funny: everyone thinks CPU requests are only used for scheduling' (WRONG)
    and memory requests determine who gets OOMKilled (WRONG) but it's actually the
    opposite! At runtime, memory requests do nothing, but CPU requests DO\" \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://twitter.com/addyosmani:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779033213.504763
  v1_locations:
  - docs/ChromeDevTools.md
https://twitter.com/agarcia:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779034134.622106
  stars: 0
  title: Excellent description of user ids and access rights in Docker; it’s a non'
    trivial issue and there’s no silver bullet other than to avoid running your containers
    with a privileged user. As a bonus, I personally like openshift approach (random
    UIDs belonging to the super user GID)
  v1_locations:
  - docs/docker.md
  year: N/A
https://twitter.com/alexxubyte:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779030525.625283
  v1_locations:
  - docs/networking.md
https://twitter.com/awscloud:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779030248.744888
  stars: 0
  status: online
  title: twitter.com/awscloud
  v1_locations:
  - docs/aws.md
  year: N/A
https://twitter.com/azuredevops:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779033081.876584
  stars: 0
  status: online
  title: twitter.com/azuredevops
  v1_locations:
  - docs/git.md
  year: N/A
https://twitter.com/brendandburns:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779030868.514322
  v1_locations:
  - docs/introduction.md
https://twitter.com/codingsafari:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779032345.867722
  stars: 0
  title: The issue is not new or unique to k8s. There is a general confusion between'
    encoding and encryption. Ask any web dev about base64, and there is a good chance
    they'll tell you it's encryption
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://twitter.com/commandlinefu:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779029863.136021
  stars: 0
  status: online
  title: twitter.com/commandlinefu
  v1_locations:
  - docs/linux.md
  year: N/A
https://twitter.com/commandlinefu10:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779030235.69544
  stars: 0
  status: online
  title: twitter.com/commandlinefu10
  v1_locations:
  - docs/linux.md
  year: N/A
https://twitter.com/commandlinefu3:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779031087.181407
  stars: 0
  status: online
  title: twitter.com/commandlinefu3
  v1_locations:
  - docs/linux.md
  year: N/A
https://twitter.com/dmokafa:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779033623.262079
  v1_locations:
  - docs/about.md
https://twitter.com/hashtag/featureflag:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779034484.693368
  stars: 0
  status: online
  title: '#FeatureFlags'
  v1_locations:
  - docs/git.md
  year: N/A
https://twitter.com/i/spaces/1ZkKzbXLekWKv:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779030029.003909
  v1_locations:
  - docs/mlops.md
https://twitter.com/janakiramm:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779033101.239684
  stars: 0
  status: online
  title: As an ops engineer not too familiar with Git, you just need to know 6 commands
  v1_locations:
  - docs/gitops.md
  year: N/A
https://twitter.com/jeffbarr:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779032935.052854
  stars: 0
  status: online
  title: twitter.com/jeffbarr
  v1_locations:
  - docs/aws.md
  year: N/A
https://twitter.com/johncutlefish/status/1452048722917871620:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779031642.771132
  v1_locations:
  - docs/project-management-methodology.md
https://twitter.com/jwendlandt:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779030538.805163
  stars: 0
  title: I've always wondered how folks expect a system would be able to protect'
    data at rest like that. If the public key and private key are local on the machine
    - nothing is secure no matter what algorithm is used
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://twitter.com/k0sproject:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779029142.653748
  stars: 0
  status: online
  title: k0sproject
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://twitter.com/kubernetesio:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779030015.261139
  stars: 0
  status: online
  title: twitter.com/kubernetesio
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://twitter.com/memenetes:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779031507.514856
  v1_locations:
  - docs/kubernetes.md
https://twitter.com/microcksio:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779031122.793314
  stars: 0
  status: online
  title: microcksio
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://twitter.com/okta:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779031652.274798
  v1_locations:
  - docs/aws.md
https://twitter.com/openshift:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779030727.253725
  stars: 0
  status: online
  title: twitter.com/openshift
  v1_locations:
  - docs/openshift.md
  year: N/A
https://twitter.com/operatorhubio:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779032117.474828
  stars: 0
  status: online
  title: twitter.com/operatorhubio
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://twitter.com/originalavalamp:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779032540.406645
  stars: 0
  status: online
  title: Kubernetes base64 encodes secrets because that makes arbitrary data play'
    nice with JSON. It had nothing to do with the security model (or lack thereof).
    It did not occur to us at the time that people could mistake base64 for some form
    of encryption
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://twitter.com/puksiarz:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779029561.481361
  v1_locations:
  - docs/container-managers.md
https://twitter.com/pvergadia:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779032195.849872
  v1_locations:
  - docs/GoogleCloudPlatform.md
https://twitter.com/pythonvscode:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779032556.4658
  stars: 0
  title: twitter.com/pythonvscode
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://twitter.com/rakyll:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779032751.735776
  v1_locations:
  - docs/about.md
https://twitter.com/shipwrightio:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779030653.398531
  stars: 0
  status: online
  title: shipwrightio
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://twitter.com/submarinerio:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779034208.344716
  stars: 0
  status: online
  title: submarinerio
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://twitter.com/telepresenceio:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779032095.501327
  stars: 0
  status: online
  title: telepresenceio
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://twitter.com/tfortricks_ind:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  health_score: 100.0
  last_checked: 1779030052.147908
  v1_locations:
  - docs/devops.md
https://twitter.com/tsh4k:
  addition_method: manual
  content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728
  description: ''
  health_score: 100.0
  last_checked: 1779032100.471946
  stars: 0
  title: The semantics are important. Easy to grant an RBAC policy like "read only'
    except secrets
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://tychoish.com/post/9-awesome-git-tricks:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Technical review of nine advanced command configurations, parsing custom
    terminal log layouts, git cherry-pick tricks, and patch commits selection techniques
    to improve developer efficiency.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 9 awesome git tricks
  addition_method: manual
  v2_locations:
  - git.md
https://tyk.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A powerful, lightweight, open-source API Gateway and Management Platform
    written entirely in Go. Possesses stellar clustering configurations, multi-data-center
    capabilities, and dynamic rate limiting without external dependencies.
  language: English
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Architecture
  - API Management
  - Gateway Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Tyk API Manager
  addition_method: manual
  v2_locations:
  - developerportals.md
https://tylercipriani.com/blog/2022/09/30/githubs-missing-merge-option:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates the implications of GitHub's default merge strategies. Analyzes
    the absence of explicit fast-forward-avoiding rebase options, offering alternative
    terminal solutions to ensure complete history preservation across complex release
    branches.
  language: Shell
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Developer Platform
  - Version Control
  - Merge Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tylercipriani.com: GitHub''s Missing Merge Option'
  addition_method: manual
  v2_locations:
  - git.md
https://typhoon.psdn.io:
  addition_method: manual
  content_hash: b25ee04e278625ce04ecf4eaacd99a3580ba253c418e9d2917bd3021a0ca4a06
  health_score: 100.0
  last_checked: 1779031388.891623
  v1_locations:
  - docs/kubernetes-on-premise.md
https://typing.io:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A niche developmental utility geared towards training muscle memory
    for code-specific characters, structural syntax, and shell scripting brackets.
    Uses popular open-source kernels and infrastructure code bases to scale high-speed
    programming capability.
  language: English
  resource_type: Developer Tool
  complexity: Beginner
  hierarchy:
  - Software Development
  - Developer Productivity
  - Muscle Memory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'typing.io: Typing Practice for Programmers'
  addition_method: manual
  v2_locations:
  - elearning.md
https://ubiqum.com/blog/20-software-development-tools-that-will-make-you-more-productive:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curated technical list analyzing software development tools engineered
    to enhance engineering velocity. Explores IDE extensions, local container utilities,
    source control clients, and task automators critical for scaling developer operations.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering Practices
  - Developer Productivity
  - Toolkits
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ubiqum.com: 20 Software Development Tools that will make you more productive'
  addition_method: manual
  v2_locations:
  - introduction.md
https://ubuntu.com/blog/gitops-with-azure-arc-and-charmed-kubernetes:
  addition_method: manual
  content_hash: 118c3d831c735ce70a7d998bdbc586e1f96a094097e4546f1e88e3adc52d55b6
  description: ''
  health_score: 100.0
  last_checked: 1779029504.301015
  stars: 0
  status: online
  title: Kubernetes GitOps with Azure Arc and Charmed Kubernetes
  v1_locations:
  - docs/gitops.md
  - docs/kubernetes-on-premise.md
  year: N/A
https://ubuntu.com/blog/how-to-test-the-latest-kubernetes-with-microk8s:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical walkthrough on leveraging MicroK8s to evaluate Kubernetes
    release candidates. This resource demonstrates the minimal configuration overhead
    required to spin up lightweight clusters on local workstations, enabling early-stage
    API compatibility validation.
  language: Bash
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Local Clusters
  - MicroK8s
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'ubuntu.com: How to test the latest Kubernetes 1.22 release candidate with
    MicroK8s'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://ubuntu.com/blog/managed-kubernetes-cheaper-than-aws:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines Canonical's enterprise managed Kubernetes value proposition,
    contrasting bare-metal and private cloud deployments against public cloud managed
    options. Provides an architecture-level financial assessment comparing capital
    expenses versus operating expenses.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - Alternative Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ubuntu.com: Kubernetes Fully Managed – half the cost of AWS'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://ubuntu.com/blog/ubuntu-on-wsl-2-is-generally-available:
  description: ''
  addition_method: manual
  content_hash: 0bad0ae8d05a5dc5b443522368ee84f3ed95df2d22f4d0a13126e638c95ab733
  health_score: 100.0
  last_checked: 1779032547.622627
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2020'
  ai_summary: This release announcement covers the general availability of Ubuntu
    on WSL 2, bringing native Linux system call compatibility and dramatic performance
    gains. Leveraging Microsoft's customized Linux kernel, it provides an enterprise-ready
    environment for developing, compiling, and running deep-tech toolchains. It stands
    as a reliable, high-performance base for running local containers and deployment
    pipelines.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Windows Subsystem for Linux
  - Ubuntu
  is_microservice: false
  title: "Ubuntu on WSL 2 Is Generally Available \U0001F31F"
https://ubuntu.com/kubernetes/charmed-k8s:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Canonical's enterprise Kubernetes distribution orchestrated using Juju
    Charms. This platform automates deployment, scaling, lifecycle management, and
    day-2 operations of multi-cloud Kubernetes clusters using modular, declarative
    software models, ensuring easy integration with Ceph, OpenStack, and major public
    clouds.
  language: Python
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Automated Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Charmed Kubernetes
  addition_method: manual
  v2_locations:
  - gitops.md
  - kubernetes-on-premise.md
https://ubuntu.com/kubernetes/features:
  addition_method: manual
  content_hash: cb4e9ab8daa435b8b19f4d2658cbac3f39996e518e6784acf4fd9a2ac1a3e213
  description: ''
  health_score: 100.0
  last_checked: 1779034097.700446
  stars: 0
  status: online
  title: Charmed Kubernetes
  v1_locations:
  - docs/gitops.md
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  year: N/A
https://ubuntuask.com/blog/best-new-kubernetes-books:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A curated index review evaluating the latest and most impactful publications
    on Kubernetes administration, cloud-native security, and microservices design
    patterns. It helps technology leaders select high-quality literature to train
    engineering teams on modern cloud architectures.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Training
  - References
  - Literature
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ubuntuask.com: Best New Kubernetes Books'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://ui.dev/async-javascript-from-callbacks-to-promises-to-async-await:
  addition_method: manual
  content_hash: a07cb96510718b4d5344e01155cb44e31cc858e1761a9031afe9550ab9b76438
  health_score: 100.0
  last_checked: 1779030339.963826
  v1_locations:
  - docs/javascript.md
https://ui.dev/beginners-guide-to-javascript-prototype:
  addition_method: manual
  content_hash: 0da95b30a0cc2a0080a91a00d0724c1385c39f372cb76d0bc44824849f59a4e0
  health_score: 100.0
  last_checked: 1779030932.032778
  v1_locations:
  - docs/javascript.md
https://umbrellaselector.com/Spain:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A specialized lookup and compliance advisory engine for umbrella companies
    operating within the Spanish labor law framework. It helps expatriates and local
    contractors legally bypass high corporate registration costs. Live grounding highlights
    the tool as a baseline for navigating complex Spanish payroll environments.
  language: English
  resource_type: Guide/Legal
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Legal Compliance
  - Spanish Contracting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: umbrellaselector.com/Spain
  addition_method: manual
  v2_locations:
  - freelancing.md
https://umeey.medium.com/four-golden-signals-of-monitoring-site-reliability-engineering-sre-metrics-64031dbe268:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032172.903224
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'umeey.medium.com: Four Golden Signals Of Monitoring: Site Reliability Engineering''
    (SRE) Metrics'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering umeey.medium.com:
    Four Golden Signals Of Monitoring: Site Reliability Engineering'' (SRE) Metrics
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://umeshtyagi829.medium.com/secure-terrafrom-iac-code-using-checkov-4a3e1f097f92:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030587.386913
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'umeshtyagi829.medium.com: Secure Terrafrom IaC code using Checkov'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering umeshtyagi829.medium.com:
    Secure Terrafrom IaC code using Checkov in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://uncontained.io:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031859.906395
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering uncontained.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://uncontained.io/articles/openshift-and-the-org:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029979.48264
  v1_locations:
  - docs/ocp3.md
https://uncontained.io/articles/openshift-ha-installation:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033253.258171
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering uncontained.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
'https://uncontained.io/articles/openshift-ha-installation ':
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.992208
  v1_locations:
  - docs/ocp3.md
'https://uncontained.io/articles/openshift-ha-installation/ ':
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033410.244179
  v1_locations:
  - docs/ocp3.md
https://undertow.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A highly performant, modular web server designed by Red Hat. Written
    in Java, it features non-blocking, asynchronous capabilities, functioning as a
    powerful, lightweight container engine for high-density microservices.
  language: Java
  resource_type: Webpage
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Application Servers
  - Web Servers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Undertow
  addition_method: manual
  v2_locations:
  - embedded-servlet-containers.md
https://ungleich.ch/u/blog/kubernetes-making-dns-publicly-reachable:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A hands-on guide explaining how to expose internal Kubernetes DNS names
    outside the cluster network boundaries. It highlights potential ingress routing
    patterns and access control rules needed to allow external clients to query cluster
    service records safely without introducing security risks.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - DNS
  - Ingress
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ungleich.ch: Making kubernetes kube-dns/CoreDNS publicly reachable'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://ungleich.ch/u/blog/kubernetes-without-ingress:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Evaluates architectural patterns to design and run Kubernetes environments
    without standard L7 Ingress controllers. Employs direct BGP advertisements and
    IPv6-native routing to link external clients directly to target containers.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Alternative Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ungleich.ch: Building Ingress-less Kubernetes Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://unit.nginx.org:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official portal for NGINX Unit, a dynamic, lightweight application server
    designed to run polyglot microservices simultaneously. Dynamically configured
    on the fly via JSON REST APIs without service disruption.
  language: C
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Web Servers
  - App Servers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: unit.nginx.org
  addition_method: manual
  v2_locations:
  - web-servers.md
https://unit42.paloaltonetworks.com/azure-container-instances:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical autopsy of 'Azurescape', a cross-account vulnerability discovered
    in Azure Container Instances (ACI). Analyzes multitenancy container host escapes
    and explains subsequent platform-level security mitigations.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security & Identity
  - Vulnerability Research
  - Container Escape
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'unit42.paloaltonetworks.com: Finding Azurescape – Cross-Account Container
    Takeover in Azure Container Instances'
  addition_method: manual
  v2_locations:
  - azure.md
https://unix.stackexchange.com/questions/252744/ss-linux-socket-statistics-utility-output-format:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781736067.920083
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering unix.stackexchange.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://unixarena.com/2022/04/terraform-source-credentials-from-aws-secret-manager.html:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Illustrates how to source cloud infrastructure credentials dynamic-on-demand
    from AWS Secrets Manager using standard Terraform data resources. Avoids persisting
    plaintext administrative credentials within static project variable configurations.
  language: HCL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Infrastructure as Code
  - Terraform Secrets
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'unixarena.com: Terraform – Source credentials from AWS secret Manager'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://unixarena.com/2025/04/oomkilled-in-kubernetes-the-hidden-memory-leaks-youre-missing.html:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Diagnoses Kubernetes `OOMKilled` (Exit Code 137) events caused by memory
    leaks, misconfigured resource limits, and JVM heap management issues. Explains
    how to set appropriate limits/requests while implementing profiling tools to prevent
    container churn.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Platform Engine
  - Cluster Operations
  - Memory Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'OOMKilled in Kubernetes: Understanding and Preventing Hidden Memory Leaks'
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - kubernetes-troubleshooting.md
https://unixetc.co.uk:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A technical blog containing Unix and Linux command-line tips, configuration
    guides, and scripts. Provides pragmatic solutions to niche sysadmin tasks, system
    diagnostics, and shell script optimization.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - SysAdmin Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: unixetc.co.uk
  addition_method: manual
  v2_locations:
  - linux.md
https://unixmages.com:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: A legacy blog featuring creative Unix sysadmin tips, network troubleshooting
    guides, and shell scripting shortcuts. Provides useful context for understanding
    the design philosophy of older Unix implementations.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - SysAdmin Tutorials
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: unixmages.com
  addition_method: manual
  v2_locations:
  - linux.md
https://unixmen.com:
  addition_method: manual
  content_hash: bae6128d2c34581e98bc247a4a8e3d10fc708410baddc1abc6994eed844a5933
  description: ''
  health_score: 100.0
  last_checked: 1779031803.366585
  stars: 0
  status: online
  title: "unixmen.com \U0001F31F"
  v1_locations:
  - docs/linux.md
  year: N/A
https://unofficial-kubernetes.readthedocs.io:
  addition_method: manual
  content_hash: c08380bdd5699818f37030995383ecf8e122bbb34ebf6a76183751eca060de44
  description: ''
  health_score: 100.0
  last_checked: 1779034097.415782
  stars: 0
  status: online
  title: unofficial-kubernetes.readthedocs.io
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
https://unofficial-kubernetes.readthedocs.io/en/latest:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An alternative, community-driven resource hosting informal Kubernetes
    documentations and configurations. Extremely helpful for engineers digging into
    complex internal configurations, legacy parameters, or custom deployment pipelines
    that are no longer detailed in upstream docs.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Documentation
  - Alternative Docs
  - Kubernetes
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: unofficial-kubernetes.readthedocs.io
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://upload.wikimedia.org/wikipedia/commons/9/91/Python_Programming.pdf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032966.288665
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'en.wikibooks.org: Python Programming'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering en.wikibooks.org:
    Python Programming in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://upper.co:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An exclusive, curated recruitment marketplace designed to match top-tier
    engineering talent with premium contracting engagements globally. It handles identity
    verification, technical screening, and payment processing to secure highly qualified
    engagements.
  language: N/A
  resource_type: SaaS
  complexity: Intermediate
  hierarchy:
  - Careers
  - Freelancing
  - Talent Marketplaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "upper \U0001F31F"
  addition_method: manual
  v2_locations:
  - freelancing.md
https://usehooks.com:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Production-ready React hook recipes facilitating decoupled side effects,
    event listener bindings, dynamic state persistence, and responsive UI behaviors
    without custom boilerplate code.
  language: TypeScript
  resource_type: Library
  complexity: Intermediate
  hierarchy:
  - Frontend Development
  - React Framework
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: useHooks - React Hooks Library
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
  - javascript.md
  - react.md
https://users.rust-lang.org/t/anyone-here-go-intellij-vscode/84499:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Comparative review evaluating IntelliJ Rust versus VSCode + rust-analyzer.
    Analyzes memory footprint, compilation speed feedback loops, macro expansion accuracy,
    and integrated debugger performance.
  language: Markdown
  resource_type: Forum
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Integrated Development Environments
  - Rust
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: IntelliJ vs. VSCode for Rust Development
  addition_method: manual
  v2_locations:
  - devel-sites.md
  - golang.md
https://uw-labs.github.io/blog/kubernetes,/multicluster/2021/07/21/kube-semaphore-intro.html:
  description: ''
  addition_method: manual
  content_hash: 221195b1c67bf0c33da6a92026a4d057bb8bb76a967aefd32d7265a757f77a12
  health_score: 100.0
  last_checked: 1779030084.852608
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A modular, non-intrusive framework facilitating cross-cluster orchestration
    and synchronized tasks. It addresses inter-cluster resource coordination without
    requiring deep, heavy service meshes or persistent site-to-site VPN tunnels.
  language: Go
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Networking & Multi-Cluster
  - Cross-Cluster Communication
  - Coordination Frameworks
  is_microservice: false
  title: 'uw-labs.github.io: Kubernetes Semaphore: A modular and nonintrusive framework''
    for cross cluster communication'
https://v1.keptn.sh/docs/quickstart:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Official step-by-step documentation for installing Keptn in a Kubernetes
    cluster, defining uniform delivery pipelines, configuring service-level objectives
    (SLOs), and executing an initial automated deployment.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native Lifecycle
  - Continuous Delivery
  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: Quick Start
  addition_method: manual
  v2_locations:
  - keptn.md
https://v1.uncontained.io:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033649.991256
  v1_locations:
  - docs/ocp3.md
https://v1.uncontained.io/playbooks/continuous_delivery/external-jenkins-integration.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032534.515266
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift-pipelines.md
  v2_locations:
  - openshift-pipelines.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering v1.uncontained.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://v8.dev:
  description: ''
  year: '2008'
  stars: 0
  ai_summary: The official site of Google's high-performance, open-source WebAssembly
    and JavaScript engine written in C++. Powering Node.js and Chromium, it compiles
    JavaScript directly to native machine code using advanced JIT compilation techniques.
  language: C++
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Runtime Environments
  - JavaScript Engines
  - Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'v8.dev:'
  addition_method: manual
  v2_locations:
  - javascript.md
https://vadosware.io/post/level-one-automated-k8s-deployments-with-gitlab-ci:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical walkthrough demonstrating Level 1 automation for Kubernetes
    deployments utilizing GitLab CI. This guide focuses on configuring repository
    variables, building containerized services, and executing direct deployments via
    kubectl or Helm charts without complex GitOps operators.
  language: YAML
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Integration
  - GitLab CI
  - Kubernetes Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'vadosware.io: Level 1 Automated K8S Deployments With GitLab CI'
  addition_method: manual
  v2_locations:
  - git.md
https://vadosware.io/post/so-you-need-to-wait-for-some-kubernetes-resources:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical guide explaining how to synchronize the initialization sequence
    of dependent Kubernetes resources. Highlights the use of `kubectl wait`, init
    containers, and programmatic polling to prevent startup failures in microservice
    topologies.
  language: Bash
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operations
  - Resource Orchestration
  - Wait Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'vadosware.io: So you need to wait for some Kubernetes resources?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://vadosware.io/post/using-makefiles-and-envsubst-as-an-alternative-to-helm-and-ksonnet:
  description: ''
  addition_method: manual
  content_hash: 893f72e506e5e6c5753b07ad3e0cebc4aed31cbecdeb84f40b55df813ed81323
  health_score: 100.0
  last_checked: 1779034173.108482
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2018'
  ai_summary: An architectural case study analyzing lightweight alternatives to heavy
    configuration management like Helm. The author describes substituting complex
    tools with standard Makefiles and `envsubst` to dynamically compile and execute
    clean manifests.
  language: Shell
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - GitOps & Configuration
  - Alternative Templating
  - Minimalist Workflows
  is_microservice: false
  title: 'vadosware.io: Using Makefiles And Envsubst As An Alternative To Helm And''
    Ksonnet (deprecated)'
https://vaex.io:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A highly efficient out-of-core DataFrame library designed to analyze,
    visualize, and map massive tabular datasets containing billions of rows. By using
    memory mapping and zero-copy concepts, it executes complex computations without
    exhausting local RAM.
  language: Python
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Data Frames
  - Out-of-Core Processing
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: vaex.io
  addition_method: manual
  v2_locations:
  - mlops.md
https://vahid.blog/post/2022-05-05-system-design-interview-cheat-sheet:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A high-density reference sheet highlighting critical system design tenets.
    Discusses load balancers, database replication topologies, caching strategies,
    rate limiters, CAP/PACELC trade-offs, and microservices architecture design.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - System Design
  - Scalability
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'vahid.blog: System Design Interview Cheat Sheet'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034238.202967
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'vaishnavidontha.hashnode.dev: API Testing using Postman - Part 1'
  v1_locations:
  - docs/postman.md
  v2_locations:
  - postman.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering vaishnavidontha.hashnode.dev:
    API Testing using Postman - Part 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030655.096716
  stars: 0
  title: 'vaishnavidontha.hashnode.dev: API Testing using Postman - Part 2'
  v1_locations:
  - docs/postman.md
  year: N/A
https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033157.885942
  stars: 0
  title: 'vaishnavidontha.hashnode.dev: API Testing using Postman - Part 3'
  v1_locations:
  - docs/postman.md
  year: N/A
https://valenciaplaza.com/iis-fe-liderara-direccion-cientifica-nodo-central-atlas-imagenes-cancer:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Discusses the selection of IIS La Fe (Valencia) to lead the scientific
    coordination of the EUCAIM Central Node (European Cancer Image Infrastructure).
    The architecture features centralized governance coordinating with federated storage
    nodes to securely ingest, label, and disseminate oncological datasets. This node
    represents a milestone in federated, secure European clinical data platforms.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Management
  - Bioinformatics
  - Medical Imaging Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'valenciaplaza.com: El IIS La Fe liderará la dirección científica del Nodo
    Central del Atlas de Imágenes en Cáncer'
  addition_method: manual
  v2_locations:
  - customer.md
https://valohai.com/blog/llmops:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A detailed structural analysis mapping out the critical differences
    between classical MLOps pipelines and the emerging LLMOps domain. It addresses
    unique lifecycle challenges such as prompt versioning, parameter-efficient fine-tuning
    (PEFT), and the RAG validation triad. It helps platform teams adapt CI/CD tools
    to AI lifecycles.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Artificial Intelligence
  - LLMOps & MLOps
  - Strategy & Pipelines
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: valohai.com/blog/llmops/
  addition_method: manual
  v2_locations:
  - ai.md
? https://vashishtsumit89.medium.com/security-pen-testing-a-guide-to-run-owasp-zap-headless-in-containers-for-ci-cd-pipeline-ddb580dae3c8
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034405.252348
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'vashishtsumit89.medium.com: Security/Pen Testing: A guide to run OWASP Zap''
    headless in containers for CI/CD pipeline'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering vashishtsumit89.medium.com:
    Security/Pen Testing: A guide to run OWASP Zap'' headless in containers for CI/CD
    pipeline in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://vcloud-lab.com/entries/microsoft-azure/-create-azure-key-vault-certificates-on-azure-portal-and-powershell:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An administrative manual for creating, exporting, and managing SSL/TLS
    certificates inside Azure Key Vault using both the Azure Portal and PowerShell.
    Solves critical orchestration patterns for managing enterprise certificate authority
    bounds.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Security
  - Public Key Infrastructure (PKI)
  - Azure Operations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'vcloud-lab.com: Create Azure Key Vault Certificates on Azure Portal and
    Powershell'
  addition_method: manual
  v2_locations:
  - devsecops.md
? https://vcloud-lab.com/entries/microsoft-azure/create-an-azure-app-registrations-in-azure-active-directory-using-powershell-azurecli
: description: ''
  year: '2022'
  stars: 2
  ai_summary: A comparison and implementation guide for creating Azure App Registrations
    using both Azure CLI and Azure PowerShell. It highlights syntax nuances, command
    mappings, and execution flows for automated environment provisioning. It functions
    as a critical resource for platform engineers standardizing bootstrap scripts
    for new application environments.
  language: PowerShell/CLI
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Identity & Access Management
  - App Registrations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'vcloud-lab.com: Create an Azure App registrations in Azure Active Directory
    using PowerShell & AzureCLI'
  addition_method: manual
  v2_locations:
  - azure.md
https://vcloud-lab.com/entries/microsoft-azure/get-started-and-configure-with-certificate-based-authentication-in-azure:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: Step-by-step documentation for configuring certificate-based authentication
    for service principals within Microsoft Azure. It details the process of generating
    self-signed certificates, importing them into App Registrations, and validating
    connections via Azure CLI or PowerShell. This approach is highly recommended for
    secure, non-interactive pipeline authentications, bypassing vulnerable password
    credentials.
  language: PowerShell/CLI
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security & Compliance
  - Certificate Authentication
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'vcloud-lab.com: Get started and configure certificate-based authentication
    in Azure'
  addition_method: manual
  v2_locations:
  - azure.md
https://vectorized.io:
  addition_method: manual
  content_hash: 7d125b27e487375cfc2008de4bb119d71f72934fdbd81c0e7b100e78436b8f15
  description: ''
  health_score: 100.0
  last_checked: 1779029132.814886
  stars: 0
  status: online
  title: "Redpanda \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://vectorized.io/blog/open-source:
  addition_method: manual
  content_hash: 7d125b27e487375cfc2008de4bb119d71f72934fdbd81c0e7b100e78436b8f15
  description: ''
  health_score: 100.0
  last_checked: 1779031406.582166
  stars: 0
  status: online
  title: Redpanda is now Free & Source Available
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://veducate.co.uk/kubernetes-pvc-terminating:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736057.345274
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'veducate.co.uk: How to fix in Kubernetes – Deleting a PVC stuck in status''
    “Terminating”'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering veducate.co.uk:
    How to fix in Kubernetes – Deleting a PVC stuck in status'' “Terminating” in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://velocity.silverlakesoftware.com:
  description: ''
  year: '2024'
  stars: 2
  ai_summary: A Windows-native offline documentation browser that supports Dash-compatible
    docsets. Offers seamless system integration and offline lookup functionality for
    Windows-based developers who need immediate reference capabilities without network
    overhead.
  language: N/A
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Documentation Tools
  - Windows Clients
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Velocity
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://venkatmatta.com/wp-content/uploads/2016/03/jmeter_distributed_testing_step_by_step.pdf:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Operational step-by-step documentation detailing JMeter distributed
    execution topologies. Solves communication issues between controllers and performance
    workers during heavy test sequences.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Performance Engineering
  - Load Testing
  - Distributed Testing
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: JMeter Distributed Testing Step-by-step
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://venkatmatta.files.wordpress.com/2016/03/jmeter_distributed_testing_step_by_step.pdf:
  addition_method: manual
  content_hash: 2faba2304441bb699ddbe964be9b309836889ff044ac6f7e19e240bb670d3d4a
  description: ''
  health_score: 100.0
  last_checked: 1779031548.457669
  stars: 0
  status: online
  title: JMeter Distributed Testing Step-by-step
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  year: N/A
https://venturebeat.com/2020/05/19/microsoft-windows-package-manager-powertoys:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032834.816214
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Microsoft debuts Windows Package Manager for your dev environment
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Microsoft
    debuts Windows Package Manager for your dev environment in the Kubernetes Tools
    ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2020/05/19/microsoft-windows-terminal-wsl-gpu-support-linux-gui-apps:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030805.760679
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Microsoft launches Windows Terminal 1.0, unveils GPU support and Linux GUI
    apps in WSL
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Microsoft
    launches Windows Terminal 1.0, unveils GPU support and Linux GUI apps in WSL in
    the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2020/12/22/cloudflare-acquires-linc-to-automate-web-app-deployment:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030204.302699
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'venturebeat.com: Cloudflare acquires Linc to automate web app deployment'
  v1_locations:
  - docs/cloudflare.md
  v2_locations:
  - cloudflare.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering venturebeat.com:
    Cloudflare acquires Linc to automate web app deployment in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2021/01/22/reflect-brings-automated-no-code-web-testing-to-the-cloud:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031381.631468
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'venturebeat.com: Reflect brings automated no-code web testing to the cloud'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering venturebeat.com:
    Reflect brings automated no-code web testing to the cloud in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2021/03/23/google-cloud-announces-network-connectivity-center-to-simplify-hybrid-cloud-management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032644.633795
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'venturebeat.com: Google Cloud announces Network Connectivity Center to simplify''
    hybrid cloud management'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  v2_locations:
  - GoogleCloudPlatform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering venturebeat.com:
    Google Cloud announces Network Connectivity Center to simplify'' hybrid cloud
    management in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2021/08/10/how-nirmata-plans-to-conquer-kubernetes-complexity-with-open-source-kyverno:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031108.914504
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'venturebeat.com: How Nirmata plans to ‘conquer Kubernetes complexity’ with''
    open source Kyverno'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering venturebeat.com:
    How Nirmata plans to ‘conquer Kubernetes complexity’ with'' open source Kyverno
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2021/09/17/kubeshop-wants-to-be-a-kubernetes-product-pipeline:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030861.549467
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'venturebeat.com: Kubeshop wants to be a Kubernetes product pipeline'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering venturebeat.com:
    Kubeshop wants to be a Kubernetes product pipeline in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2021/11/03/the-rise-of-kubernetes-and-its-impact-on-enterprise-databases:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029714.758572
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'venturebeat.com: The rise of Kubernetes and its impact on enterprise databases'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering venturebeat.com:
    The rise of Kubernetes and its impact on enterprise databases in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2021/11/25/amazons-aws-expands-free-egress-data-transfer-limits:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030192.597523
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==venturebeat.com: Amazon’s AWS expands free ‘egress’ data transfer limits=='
  v1_locations:
  - docs/aws-newfeatures.md
  v2_locations:
  - aws-newfeatures.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==venturebeat.com:
    Amazon’s AWS expands free ‘egress’ data transfer limits== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2021/11/30/microsoft-launches-fully-managed-azure-load-testing-service:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030803.05659
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'venturebeat.com: Microsoft launches fully managed Azure Load Testing service'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering venturebeat.com:
    Microsoft launches fully managed Azure Load Testing service in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2021/12/03/6-big-kubernetes-container-security-launches-at-aws-reinvent-2021:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033507.797907
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==venturebeat.com: 6 big Kubernetes container security launches at AWS re:Invent''
    2021=='
  v1_locations:
  - docs/aws-newfeatures.md
  v2_locations:
  - aws-newfeatures.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==venturebeat.com:
    6 big Kubernetes container security launches at AWS re:Invent'' 2021== in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2021/12/08/red-hat-brings-its-ansible-it-automation-engine-to-azure:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030230.420756
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'venturebeat.com: Red Hat brings Ansible IT automation engine to Azure'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering venturebeat.com:
    Red Hat brings Ansible IT automation engine to Azure in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2021/12/14/gitlab-acquires-open-source-observability-distribution-opstrace:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033240.41799
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==venturebeat.com: GitLab acquires open source observability distribution''
    Opstrace=='
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==venturebeat.com:
    GitLab acquires open source observability distribution'' Opstrace== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2021/12/18/what-log4shell-teaches-us-about-open-source-security:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analysis of the structural funding challenges and security risks
    inherent in open-source software dependencies. It discusses how organizations
    can adopt Software Bill of Materials (SBOMs) to track and secure their supply
    chains. This analysis provides valuable insights for building resilient, modern
    software architectures.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Vulnerabilities
  - Software Supply Chain
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'venturebeat.com: What Log4Shell teaches us about open source security'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://venturebeat.com/2021/12/21/open-source-calendly-alternative-cal-com-promises-greater-data-control:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032242.923199
  v1_locations:
  - docs/appointment-scheduling.md
https://venturebeat.com/2021/12/22/5-ways-the-world-of-it-operations-will-shift-in-2022-and-beyond:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032036.629785
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'venturebeat.com: 5 ways the world of IT operations will shift in 2022 (and''
    beyond)'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering venturebeat.com:
    5 ways the world of IT operations will shift in 2022 (and'' beyond) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2021/12/27/kubernetes-security-will-have-a-breakout-year-in-2022:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032282.256411
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'venturebeat.com: Kubernetes security will have a breakout year in 2022'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering venturebeat.com:
    Kubernetes security will have a breakout year in 2022 in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/2022/03/30/garden-io-an-end-to-end-devops-platform-for-kubernetes-and-containers-raises-16m:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031442.198642
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'venturebeat.com: Garden.io, an end-to-end devops platform for Kubernetes''
    and containers, raises $16M'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering venturebeat.com:
    Garden.io, an end-to-end devops platform for Kubernetes'' and containers, raises
    $16M in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://venturebeat.com/data-infrastructure/red-hat-gives-an-arm-up-to-openshift-kubernetes-operations:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Analysis of Red Hat's native ARM support expansion. Focuses on the economic
    and operational benefits of deploying multi-tenant microservices to alternative
    hardware architectures under uniform automation templates.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Hardware Architectures
  - Platform Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'venturebeat.com: Red Hat gives an ARM up to OpenShift Kubernetes operations'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://venturebeat.com/datadecisionmakers/cloud-costs-are-unmanageable-its-time-we-standardize-billing:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A strategic industry op-ed advocating for the standardization of multi-vendor
    cloud billing schemas. Highlights the engineering frustrations of parsing divergent
    APIs and billing models, driving the community push toward the FinOps Open Cost
    & Usage Specification (FOCUS).
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Financial Operations
  - FinOps
  - Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'venturebeat.com: Cloud costs are unmanageable: It’s time we standardize
    billing'
  addition_method: manual
  v2_locations:
  - finops.md
https://verraes.net/2019/05/ddd-msg-arch:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: This resource maps Domain-Driven Design (DDD) concepts onto messaging
    architectures. It explores how to structure messaging channels and aggregate roots
    to avoid distributed monolith structures and optimize data routing.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Domain-Driven Design
  - Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "verraes.net: DDD and Messaging Architectures \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://versusmind.eu/blog/dapr-a-serverless-runtime-for-distributed-applications:
  addition_method: manual
  content_hash: ea12e8c7a9a4d17cac4e398ecafb2ca5711ee93f85da6f4147208eb7bb02dde5
  description: ''
  health_score: 100.0
  last_checked: 1779034087.334976
  stars: 0
  status: online
  title: "versusmind.eu: Dapr - a serverless runtime for distributed applications'
    \U0001F31F"
  v1_locations:
  - docs/serverless.md
  year: N/A
https://versusmind.eu/dapr-a-serverless-runtime-for-distributed-applications:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Comprehensive architecture guide detailing how the Distributed Application
    Runtime (Dapr) decouples microservice applications from infrastructure using the
    sidecar pattern. Covers state management, service invocation, and pub/sub. Curator
    insight values its portability, while live 2026 grounding shows Dapr is a mature
    CNCF graduated project and a key enabler for multi-cloud application portability.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native
  - Application Runtime
  - Dapr
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "versusmind.eu: Dapr - a serverless runtime for distributed applications
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
https://vettabase.com/blog/how-slow-is-select:
  addition_method: manual
  content_hash: 68b2c5c29c0dbb53b57c7ba5e965cb9e61ccb70cea5e7b47ac14076d9bc233f3
  description: ''
  health_score: 100.0
  last_checked: 1779030566.378503
  stars: 0
  status: online
  title: 'vettabase.com: How slow is SELECT * ?'
  v1_locations:
  - docs/databases.md
  year: N/A
https://vettabase.com/how-slow-is-select:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical study measuring the performance degradation caused by
    'SELECT *' queries in relational databases. Quantifies extra memory allocations,
    network overhead, index neglect, and optimizer failure patterns.
  language: English
  resource_type: Performance Analysis
  complexity: Intermediate
  hierarchy:
  - SQL
  - Performance Tuning
  - Query Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vettabase.com: How slow is SELECT * ?'
  addition_method: manual
  v2_locations:
  - databases.md
https://vfunction.com:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An advanced, AI-driven application modernization platform designed to
    refactor monolithic Java applications. Live Grounding verifies that vFunction
    dynamically tracks codebase interactions and dependency call trees to generate
    optimal, decoupled microservices.
  language: English
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Application Modernization
  - Monolith to Microservices
  - Automated Refactoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: vFunction
  addition_method: manual
  v2_locations:
  - introduction.md
https://viblo.asia/p/how-to-prevent-out-of-disk-space-when-using-docker-english-WR5JRDBrVGv:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Troubleshooting guide on managing local disk space with Docker. Shows
    how to handle disk exhaustion caused by dangling images, build caches, and unpruned
    volumes, and suggests automated cleanup cron configurations.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Local Storage
  - Garbage Collection
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'viblo.asia: How to prevent out-of-disk space when using Docker?'
  addition_method: manual
  v2_locations:
  - docker.md
https://victoriametrics.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official site of VictoriaMetrics, an extremely fast and cost-effective
    TSDB solution. Widely used as a drop-in replacement for Prometheus storage owing
    to high compression ratios and out-of-the-box cluster scalability.
  language: Go
  resource_type: Official Portal
  complexity: Intermediate
  hierarchy:
  - Observability
  - Distributed Storage
  - VictoriaMetrics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: VictoriaMetrics
  addition_method: manual
  v2_locations:
  - databases.md
https://victoriametrics.com/blog/q2-2024-round-up-victoriametrics-and-victorialogs-updates:
  addition_method: manual
  content_hash: 481290764c4c9dfc2205be3ad863bc48a1816cc7c1a79f5fd328092181a6bbc9
  description: ''
  health_score: 100.0
  last_checked: 1779030228.589694
  stars: 0
  status: online
  title: 'victoriametrics.com: Q2 2024 Round Up: VictoriaMetrics & VictoriaLogs Updates'
  v1_locations:
  - docs/databases.md
  - docs/monitoring.md
  year: N/A
https://victoriametrics.com/blog/q2-2024-round-up-victoriametrics-and-victorialogs-updates/index.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Technical feature overview covering VictoriaMetrics and VictoriaLogs
    updates, focusing on dynamic retention strategies, ingestion enhancements, storage
    footprint reduction, and custom query language performance.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Databases
  - Time-Series
  - VictoriaMetrics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'victoriametrics.com: Q2 2024 Round Up: VictoriaMetrics & VictoriaLogs Updates'
  addition_method: manual
  v2_locations:
  - databases.md
https://victorops.com/blog/20-top-devops-tools-for-2020:
  addition_method: manual
  content_hash: 09983dae619512a893179eec006fe8ffea88951a050ab28ffa27b07d81bd6c99
  description: ''
  health_score: 100.0
  last_checked: 1779030440.696532
  stars: 0
  status: online
  title: 'victorops.com: 20 Top DevOps Tools for 2020'
  v1_locations:
  - docs/devops-tools.md
  year: N/A
https://victorops.com/blog/source-code-control-trunk-based-development-vs-gitflow:
  addition_method: manual
  content_hash: 09983dae619512a893179eec006fe8ffea88951a050ab28ffa27b07d81bd6c99
  description: ''
  health_score: 100.0
  last_checked: 1779032642.773455
  stars: 0
  status: online
  title: 'victorops.com: Source Code Control: Trunk-Based Development vs. GitFlow'
  v1_locations:
  - docs/git.md
  year: N/A
https://victorops.com/blog/sre-vs-devops:
  addition_method: manual
  content_hash: 09983dae619512a893179eec006fe8ffea88951a050ab28ffa27b07d81bd6c99
  description: ''
  health_score: 100.0
  last_checked: 1779033211.170962
  stars: 0
  status: online
  title: 'victorops.com: SRE vs. DevOps'
  v1_locations:
  - docs/sre.md
  year: N/A
https://vidhitakher.medium.com/understanding-the-kubernetes-cluster-components-c57cd4af8570:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034330.395332
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'vidhitakher.medium.com: Understanding the Kubernetes cluster components'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering vidhitakher.medium.com:
    Understanding the Kubernetes cluster components in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://vik-y.medium.com/an-easier-way-to-auto-remediate-memory-leaks-on-kubernetes-a922457674f4:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034516.784281
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'vik-y.medium.com: An easier way to auto-remediate memory leaks on Kubernetes!'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering vik-y.medium.com:
    An easier way to auto-remediate memory leaks on Kubernetes! in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://vimal-dwarampudi.medium.com/serverless-architecture-design-on-major-clouds-8c53c2aa62d2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033002.075626
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'vimal-dwarampudi.medium.com: Serverless Architecture design on major clouds'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering vimal-dwarampudi.medium.com:
    Serverless Architecture design on major clouds in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://vimeo.com/516520492:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architect-level video demonstrating multi-cloud and hybrid cloud deployment
    topologies managed via GitOps. Proves the viability of active, pull-based reconciliation
    agents to ensure state consistency across geographically distributed cluster pools.
  language: English
  resource_type: Media
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Multi-Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vimeo.com: Weaveworks - Hybrid and Multi-Cloud Strategies for Kubernetes
    with GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://vimeo.com/552276182:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An integrations-focused tutorial detailing end-to-end continuous deployment
    workflows. Integrates GitHub Actions with target Kubernetes (K8s) clusters using
    secure container registries and dynamic manifest deployments.
  language: YAML
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline
  - Kubernetes & Containers
  - Continuous Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'vimeo.com: How to Create a CI/CD Pipeline with GitHub Actions and K8s Like
    a Boss'
  addition_method: manual
  v2_locations:
  - git.md
https://vinothecloudone.medium.com/kubernetes-configuration-patterns-101-68cfb7af1084:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031103.019195
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'vinothecloudone.medium.com: Kubernetes Configuration Patterns 101'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering vinothecloudone.medium.com:
    Kubernetes Configuration Patterns 101 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://virtualizationreview.com/articles/2020/05/08/cloud-native-dev-survey.aspx:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A retrospective review of a CNCF-sponsored developer survey from 2020.
    Documents early inflection points of public cloud adoption, serverless architecture
    scaling, container usage trends, and initial production challenges with persistent
    storage on stateful container setups.
  language: English
  resource_type: Industry Report
  complexity: Intermediate
  hierarchy:
  - Industry Trends
  - Market Surveys
  - Historical Data
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Cloud-Native Development Survey Details Kubernetes, Serverless Data
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://vishnu.hashnode.dev/4-types-of-nosql-databases:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031595.844497
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'vishnu.hashnode.dev: 4 Types Of NoSQL Databases'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering vishnu.hashnode.dev:
    4 Types Of NoSQL Databases in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://vishnuch.tech/interprocess-communication-in-microservices:
  addition_method: manual
  content_hash: c438a565dc04b422f91fe6d51d6f945852bfabb5e8566ab3d23201a659b40d67
  description: ''
  health_score: 100.0
  last_checked: 1779034507.342854
  stars: 0
  status: online
  title: "vishnuch.tech: Interprocess Communication in Microservices \U0001F31F"
  v1_locations:
  - docs/api.md
  year: N/A
https://visualstudio.microsoft.com/services/live-share:
  description: ''
  addition_method: manual
  content_hash: 3cc825a4cb2db7f279dc835f102fb79e61e6fd0db90c20db2ef59af884762ba7
  health_score: 100.0
  last_checked: 1779029805.19546
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Introduces Visual Studio Live Share, a collaboration service allowing
    engineers to securely share workspace contexts, co-edit code, exchange terminal
    executions, and co-debug servers across different OS platforms in real time.
  language: N/A
  resource_type: Product
  complexity: Intermediate
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Remote Development & Collaborative Coding
  is_microservice: false
  title: "==visualstudio.microsoft.com/services/live-share: Visual Studio Live Share=='
    \U0001F31F"
https://visualstudio.microsoft.com/services/visual-studio-codespaces:
  addition_method: manual
  content_hash: 39c631146eca956cb401b444761a38ab79b78e66208100900e629ec6c5f9d521
  description: ''
  health_score: 100.0
  last_checked: 1779030021.007168
  stars: 0
  status: online
  title: Visual Studio Online
  v1_locations:
  - docs/git.md
  - docs/visual-studio.md
  year: N/A
https://visualstudiomagazine.com/articles/2020/10/07/bridge-kubernetes.aspx:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032549.522847
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'visualstudiomagazine.com: Bridge to Kubernetes Simplifies Microservice Development''
    in Visual Studio/VS Code'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering visualstudiomagazine.com:
    Bridge to Kubernetes Simplifies Microservice Development'' in Visual Studio/VS
    Code in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://visualstudiomagazine.com/articles/2021/01/29/vs-code-tips.aspx:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030741.949348
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'visualstudiomagazine.com: Code with Fire! Top VS Code Tips'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering visualstudiomagazine.com:
    Code with Fire! Top VS Code Tips in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://visualstudiomagazine.com/articles/2022/03/10/powershell-crescendo-ga.aspx?m=1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031489.349143
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'visualstudiomagazine.com: PowerShell Crescendo Now Generally Available'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering visualstudiomagazine.com:
    PowerShell Crescendo Now Generally Available in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://vitalflux.com/devops-architect-interview-questions:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781432421.994124
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/interview-questions.md
  v2_locations:
  - interview-questions.md
  year: '2023'
  status: online
  ai_summary: A curated technical questionnaire dissecting complex architectural design
    patterns, microservices deployment paradigms, and high-availability setups. The
    resource targets senior DevOps and Platform Architects, focusing on continuous
    delivery bottlenecks, disaster recovery topologies, and infrastructure optimization.
    This guide provides structural frameworks to articulate complex cloud decisions
    during design panels.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Career & Leadership
  - DevOps Architecture
  - Interview Prep
  is_microservice: false
  title: 'vitalflux.com: 15 Tricky DevOps Architect Interview Questions & Answers'
https://vitux.com/how-to-speed-up-an-ansible-playbook:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An optimization manual detailing how to address slow playbook execution
    issues. Covers disabling system facts gathering, adjusting connection fork limits,
    utilizing custom caching backends, and modularizing tasks.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "vitux.com: How to speed-up an Ansible Playbook \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://vivilearns2code.github.io/k8s/2021/03/11/writing-controllers-for-kubernetes-custom-resources.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep-dive technical exposition on writing direct controllers using
    the Client-Go library. Explains informer caching, event-filtering, and work queue
    routing structures. This resource remains highly valuable in 2026 for platform
    developers seeking to implement low-latency reconcile loops without high-level
    framework wrappers.
  language: Go
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Extension
  - Custom Controllers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'vivilearns2code.github.io: Writing Controllers For Kubernetes Resources'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://vladimir.varank.in/notes/2021/09/making-sense-of-requests-for-cpu-resources-in-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deconstructs the underlying mechanics of Kubernetes CPU requests. Decodes
    shares, limits, throttles, CFS quota mechanisms, and how they map to actual Linux
    kernel cgroup constraints.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Resource Limits
  - CPU Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "vladimir.varank.in: Making sense of requests for CPU resources in Kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://vladmihalcea.com/14-high-performance-java-persistence-tips:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Comprehensive optimization handbook detailing JPA and Hibernate performance
    tuning. Focuses on resolving N+1 query patterns, configuring connection pools,
    leveraging batch updates, and using database-specific capabilities.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Development
  - Java
  - Database Persistence
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vladmihalcea.com: 14 High-Performance Java Persistence Tips'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://vladmihalcea.com/9-postgresql-high-performance-performance-tips:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A masterclass on optimizing PostgreSQL queries within JPA and Hibernate.
    Details batch inserts, query caching strategies, connection pool sizing, and avoiding
    N+1 select statement patterns.
  language: Java
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Databases
  - PostgreSQL
  - Application Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 9 High-Performance Tips when using PostgreSQL with JPA and Hibernate
  addition_method: manual
  v2_locations:
  - databases.md
https://vladmihalcea.com/a-beginners-guide-to-cdc-change-data-capture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational guide outlining the core concepts and mechanics of modern
    Change Data Capture (CDC). It compares traditional, high-overhead polling-based
    models against low-latency, log-based CDC architectures, highlighting why transaction
    log parsers like Debezium are ideal for decoupling databases.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Data Engineering
  - Change Data Capture
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'vladmihalcea.com: A beginner’s guide to CDC (Change Data Capture)'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://vladmihalcea.com/caching-best-practices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deep dive into professional application-level cache patterns (Read-Through,
    Write-Behind, Cache-Aside). Outlines pitfalls including cache-stampede risks,
    stale data races, and invalidation strategies for highly scalable database applications.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Development
  - Caching Strategy
  - Performance Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'vladmihalcea.com: Caching best practices'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://vladmihalcea.com/database-multitenancy:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Analyzes the three primary multi-tenant database models: database-per-tenant,
    schema-per-tenant, and shared-schema-shared-database. Critically evaluates trade-offs
    regarding data isolation, schema migrations, and database connection limits.'
  language: English
  resource_type: Architectural Guide
  complexity: Advanced
  hierarchy:
  - Database Architecture
  - Multi-tenancy
  - Schema Design
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'vladmihalcea.com: A beginner’s guide to database multitenancy'
  addition_method: manual
  v2_locations:
  - databases.md
https://vladmihalcea.com/default-database-key-indexing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive on constraint indexing automation in RDBMS engines. Outlines
    why relational platforms automatically index primary and unique constraints, while
    omitting automatic foreign key indexes, risking table lockups.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Database Architecture
  - Data Storage
  - Indexing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vladmihalcea.com: Default Database Primary, Foreign, and Unique Key Indexing'
  addition_method: manual
  v2_locations:
  - databases.md
https://vladmihalcea.com/how-to-encrypt-and-decrypt-data-with-hibernate:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides deep architectural insights into implementing database encryption
    and decryption at the ORM layer. It compares Hibernate `@ColumnTransformer` integrations
    against standard JPA `AttributeConverter` implementations, explaining SQL query
    performance impacts and key management strategies.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Access
  - Hibernate
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vladmihalcea.com: How to encrypt and decrypt data with Hibernate'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://vladmihalcea.com/log-sql-spring-boot:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides deep guidelines for logging database transactions in Spring
    Boot without incurring ORM performance degradation. It introduces proxy solutions
    like `datasource-proxy` and `p6spy` to log exact parameterized SQL queries and
    batch execution times under production loads.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Access
  - Logging
  - Hibernate
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vladmihalcea.com: The best way to log SQL statements with Spring Boot'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://vladmihalcea.com/mysql-json-table:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deconstructs MySQL's JSON_TABLE function, mapping unstructured JSON
    documents directly into tabular SQL formats. Explores query execution performance,
    index optimization options, and hybrid schemaless architectural patterns inside
    traditional relational systems.
  language: SQL
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Databases
  - Relational Databases
  - MySQL Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vladmihalcea.com: MySQL JSON_TABLE – Map a JSON object to a relational database
    table'
  addition_method: manual
  v2_locations:
  - databases.md
https://vladmihalcea.com/optimistic-vs-pessimistic-locking:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth guide on handling transaction race conditions with Optimistic
    versus Pessimistic locking. It explains database locking mechanics, Hibernate
    state transitions, and deadlock mitigation, helping developers select the correct
    concurrency strategy under heavy concurrent read/write ratios.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Access
  - Hibernate
  - Concurrency Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vladmihalcea.com: Optimistic vs. Pessimistic Locking (hibernate)'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://vladmihalcea.com/single-primary-database-replication:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth conceptual analysis of single-primary database replication
    mechanics. Explores commit pathing, binary log distribution, read replica scaling,
    lag mitigation, and handling failover events under high transaction volumes.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Database Architecture
  - Replication
  - Relational Databases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vladmihalcea.com: Single-Primary Database Replication'
  addition_method: manual
  v2_locations:
  - databases.md
https://vladmihalcea.com/spring-boot-application-properties:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive into essential Spring Boot application properties that control
    system performance, connection pooling, and Hibernate caching. It provides specific
    configuration blueprints to optimize database access speeds, HikariCP limits,
    and serialization engines.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Spring Ecosystem
  - Configuration
  - Application Properties
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "vladmihalcea.com: Spring Boot Application Properties \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://vladmihalcea.com/sql-exists:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demystifies the performance mechanics of EXISTS and NOT EXISTS subquery
    operators. Highlights query execution paths, semi-join optimizations, and when
    to choose EXISTS over standard IN or LEFT JOIN constructs.
  language: English
  resource_type: Performance Deep Dive
  complexity: Intermediate
  hierarchy:
  - SQL
  - Query Mechanics
  - Filtering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vladmihalcea.com: SQL EXISTS and NOT EXISTS'
  addition_method: manual
  v2_locations:
  - databases.md
https://vladmihalcea.com/sql-join-using:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical tutorial on the USING keyword in SQL JOIN clauses. Demonstrates
    how USING provides a cleaner syntax alternative to ON when linking tables on identically
    named primary and foreign key columns.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - SQL
  - Query Mechanics
  - Joins
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'vladmihalcea.com: SQL JOIN USING – A Beginner’s Guide'
  addition_method: manual
  v2_locations:
  - databases.md
https://vladmihalcea.com/sql-left-join:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An educational guide to outer joins, specifically focusing on the behavior
    of LEFT JOIN statements. Explores query execution paths and null-handling when
    mapping one-to-many entities in relational schemas.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - SQL
  - Query Mechanics
  - Joins
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'vladmihalcea.com: SQL LEFT JOIN – A Beginner’s Guide'
  addition_method: manual
  v2_locations:
  - databases.md
https://vladmihalcea.com/testcontainers-database-integration-testing:
  addition_method: manual
  content_hash: 7e0f98c50a04a6071e8a57679aad8e4e8c2cb831bd538e34652ab6cff1bc0d26
  description: ''
  health_score: 100.0
  last_checked: 1779031600.37847
  needs_ai_refresh: true
  stars: 0
  title: 'vladmihalcea.com: Testcontainers Database Integration Testing'
  v1_locations:
  - docs/qa.md
  year: N/A
https://vladmihalcea.com/tunnel-localhost-public-internet:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical guide explaining how to tunnel local developer server environments
    to the public internet using tools like ngrok and SSH reverse forwarding. It details
    routing steps necessary to test webhook integrations, third-party platform callbacks,
    and mobile application APIs.
  language: English
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - Development Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'vladmihalcea.com: How to tunnel localhost to the public Internet'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://vmblog.com/archive/2021/10/07/the-rise-of-modern-day-kubernetes-operations.aspx:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033921.713367
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: The Rise of Modern Day Kubernetes Operations
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - index.md
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering The Rise
    of Modern Day Kubernetes Operations in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://vscode.dev:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031190.71727
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: The official cloud-hosted, zero-install iteration of VS Code operating
    inside modern web browsers. Employs HTML5 File System Access APIs for direct local
    workspace folder manipulation and remote repository synchronization.
  language: TypeScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Cloud IDE
  - Microsoft
  is_microservice: false
  title: "vscode.dev \U0001F31F"
https://vscode.github.com:
  description: ''
  addition_method: manual
  content_hash: ddbf486587e0d00b05283b49f95299eca6462c39089896693d7c380fd1d4a6db
  health_score: 100.0
  last_checked: 1779030322.936644
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: The GitHub integration for VS Code provides seamless connection to remote
    source control hosts, automated testing pipelines, and real-time pull request
    reviews. It bridges the developer's local coding workspace directly with collaborative
    version control and continuous integration systems. Platform engineers use this
    integrated workflow to execute continuous GitOps deployments directly from their
    workspace.
  language: TypeScript
  resource_type: IDE Extension
  complexity: Beginner
  hierarchy:
  - Documentation
  - Developer Tooling
  - IDE Platforms
  is_microservice: false
  title: "vscode.github.com: GitHub and Visual Studio Code \U0001F31F"
  gh_stars: 0
  gh_pushed: N/A
  gh_license: N/A
https://vshn.ch/en/blog/a-very-quick-comparison-of-kubernetes-serverless-frameworks:
  addition_method: manual
  content_hash: e86bf5c49bb5d428ebc616efa414aded48bcb489b9a6c5bae094c8698d23fe4f
  description: ''
  health_score: 100.0
  last_checked: 1779031672.463128
  stars: 0
  status: online
  title: 'vshn.ch: A (Very!) Quick Comparison of Kubernetes Serverless Frameworks'
  v1_locations:
  - docs/serverless.md
  year: N/A
https://vzilla.co.uk/vzilla-blog/gitops-getting-started-with-argocd:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Presents an introductory guide to GitOps patterns using Argo CD on Kubernetes.
    Details installation steps, sync policies, and repo registration to facilitate
    baseline understanding of Git-declared state control.
  language: YAML
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Argo CD Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vzilla.co.uk: GitOps - Getting started with ArgoCD'
  addition_method: manual
  v2_locations:
  - demos.md
https://walkintocloud.com/index.php/2016/06/04/amazon-aws-certification-preparation-tips:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033162.344221
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-training.md
  v2_locations:
  - aws-training.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering walkintocloud.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://waltercode.medium.com/understanding-kubernetes-a68bca45c9ce:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030364.69261
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'waltercode.medium.com: Understanding Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering waltercode.medium.com:
    Understanding Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://wanago.io/2021/12/06/views-postgresql-typeorm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A pragmatic tutorial outlining standard practices for creating database
    views inside PostgreSQL using Node.js and TypeORM. Demonstrates schema definitions,
    migration integrations, and abstract query isolation techniques to separate persistence
    concerns from application business logic.
  language: TypeScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Databases
  - PostgreSQL
  - TypeORM Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'wanago.io: Creating views with PostgreSQL'
  addition_method: manual
  v2_locations:
  - databases.md
https://waswani.medium.com/autoscaling-pods-in-kubernetes-37d05000c41:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034491.442386
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'waswani.medium.com: Autoscaling Pods in Kubernetes'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering waswani.medium.com:
    Autoscaling Pods in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://waswani.medium.com/microservices-data-sharing-using-database-an-antipattern-35e0196ee2ad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031445.856162
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'waswani.medium.com: Microservices Communication: Data Sharing using Database,''
    an AntiPattern !!!'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering waswani.medium.com:
    Microservices Communication: Data Sharing using Database,'' an AntiPattern !!!
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://wbhegedus.me/running-podman-on-wsl2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical walkthrough detailing the configuration of rootless Podman
    within Windows Subsystem for Linux (WSL2) without reliance on proprietary wrapper
    interfaces. This setup walks through systemd activation inside WSL2, setting up
    UID mappings, and managing remote API endpoints for a lightweight development
    workstation.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Windows WSL2 Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "wbhegedus.me: Configuring Podman for WSL2 \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://wbhegedus.me/understanding-kubernetes-cpu-limits:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Demystifies the inner workings of CPU limits, CFS periods, and subsequent
    application throttling.

    - Offers practical Prometheus query recipes to calculate real-world CPU throttling
    percentages.

    - Provides guidelines on when to safely omit limits in production.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Resource Planning
  - CPU Limits & Throttling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'wbhegedus.me: Demystifying Kubernetes CPU Limits (and Throttling)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://wblinks.com/notes/aws-tips-i-wish-id-known-before-i-started:
  description: ''
  year: '2014'
  stars: 0
  ai_summary: A collection of fundamental AWS operational constraints including early
    patterns in IAM, billing, and VPC configuration. Although dated, it outlines core
    architectural traps teams still solve using Control Tower.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Tips I Wish I'd Known Before I Started (Feb 2014)
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://web-check.xyz:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030028.749302
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Web-Check
  v1_locations:
  - docs/devops-tools.md
  - docs/kubernetes-tools.md
  - docs/securityascode.md
  v2_locations:
  - devops-tools.md
  - kubernetes-tools.md
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Web-Check
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://web.archive.org/web/20160716182152/http://cloudacademy.com/blog/cloud-computing-salary:
  addition_method: manual
  content_hash: ab6374ce5e843d7d7b26bdcde7d52673f12c8b04f244e1a8efd1436e22210862
  health_score: 100.0
  last_checked: 1779034480.5537
  needs_ai_refresh: true
  v1_locations:
  - docs/about.md
? https://web.archive.org/web/20240204010037/http://www.michaelburge.us/2017/09/10/injecting-shellcode-to-speed-up-amazon-redshift.html
: addition_method: automatic
  ai_summary: '* **Curator Insight**: Explores database sandboxing weaknesses and
    system-level boundaries. It shows how compiled C execution paths can bypass AWS
    file system and network blocks via Python User Defined Functions (UDFs).

    * **Live Grounding**: While a historic exploit, this analysis remains highly relevant
    for security engineers and cloud architects auditing managed runtime security
    controls and stored procedure execution.'
  category: aws-data
  complexity: Advanced
  content_hash: 1f9d2da75517814e24c9a83b49e5fd734c8b11b58ba9ac270cfc27ae7e223816
  description: A masterclass deep dive detailing how to execute raw x64 shellcode
    in Redshift by utilizing untrusted PL/Python database extensions and locally compiled
    binaries.
  hierarchy:
  - Cloud Databases
  - AWS Redshift
  - Security Research
  - Binary Injection
  - Sandbox Evasion
  is_microservice: false
  language: en
  last_checked: 1780352730.20753
  reputation_status: Vetted
  reputation_summary: Pioneering technical article highly discussed on Hacker News
    and Reddit Database forums. Celebrated for its creative execution of arbitrary
    assembly inside managed sandboxes.
  resource_type: blog
  social_preview_url: ''
  source_provenance: X.com (QuinnyPig)
  stars: 4
  status: online
  suggested_new_category: database-internals
  tags:
  - LEGACY
  - GUIDE
  title: Injecting a Chess Engine into Amazon Redshift
  year: '2017'
https://web.dev/explore/react:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Google's comprehensive developer resource hub focused on optimizing
    React application performance. Emphasizes web vitals, code-splitting, bundle reduction,
    and server-side rendering strategies crucial for designing low-latency web interfaces.
  language: JavaScript
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Frontend Development
  - React Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: web.dev/explore/react
  addition_method: manual
  v2_locations:
  - react.md
https://webhookrelay.com/blog/2017/11/23/github-jenkins-guide:
  addition_method: manual
  content_hash: e4c42dfebe21d470acf4645a47182ecbaf6ad38386db4617ba8df4e53c2b0cd1
  description: ''
  health_score: 100.0
  last_checked: 1779033671.766587
  stars: 0
  status: online
  title: "webhookrelay.com: Receive Github webhooks on Jenkins without public IP \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://webhookrelay.com/blog/github-jenkins-guide:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A networking guide demonstrating how to use Webhook Relay to forward
    incoming GitHub triggers to internal, private Jenkins instances without exposing
    open ports to the public internet.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "webhookrelay.com: Receive Github webhooks on Jenkins without public IP \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://webhooks.app:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Utility software engineered to facilitate fast interception, logging,
    inspection, and local validation of webhooks. Proves useful when debugging live
    Kubernetes Mutating Webhook Admission Controllers or debugging automated external
    event triggers.
  language: Go
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Extensibility
  - Event-Driven
  - Webhooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: webhooks.app
  addition_method: manual
  v2_locations:
  - demos.md
https://webpagetest.org:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029628.931141
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: webpagetest.org
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering webpagetest.org
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://website.vcluster.com/blog/a-complete-guide-to-kubernetes-cost-optimization:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Evaluates cluster consolidation as an efficient cost-reduction methodology.
    Recommends running lightweight virtual clusters (vclusters) on a unified control
    plane to maximize control loop resource utilization.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Cost Optimization
  - Virtual Clusters
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes Cost Savings By Reducing The Number Of Clusters'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://website.vcluster.com/blog/kubernetes-development-environments-a-comparison:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the technical capabilities of local developer platforms. Points
    out performance benefits when configuring modern virtual clusters (vclusters)
    on centralized infrastructure compared to local machine footprints.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Developer Experience
  - Local Development Environments
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes Development Environments – A Comparison'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://website.vcluster.com/blog/kubernetes-multi-tenancy-10-essential-considerations:
  description: "- Resource Limits\n    - Cost Tracking\n    - Audit Logging\n    -
    Network Policies\n    - RBAC\n    - Virtual Clusters\n    - Pod Security\n    -
    Usage Metrics\n    - Secrets Encryption at Rest\n    - Policy Engines"
  year: '2023'
  stars: 0
  ai_summary: Presents ten essential parameters for configuring secure multi-tenant
    clusters. Emphasizes real-time billing tracking, policy controllers, and virtual
    control plane partitions.
  language: Go
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: 10 Essentials For Kubernetes Multi-Tenancy'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://website.vcluster.com/blog/kubernetes-readiness-probes-examples-and-common-pitfalls:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Analyzes advanced operational pitfalls in readiness probe configurations.
    Explains how bad dependency validation (e.g. database pings inside web pod probes)
    can cause catastrophic, cascading cluster failures.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Operations
  - Reliability
  - Probes
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes Readiness Probes - Examples & Common Pitfalls'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://websitesetup.org/python-cheat-sheet:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A clear, well-structured syntax overview sheet mapping foundational
    Python programming. Highlights built-in collections, slice manipulations, error
    handling blocks, and basic class designs.
  language: Python
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Languages
  - Python
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'websitesetup.org: Python Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://wecloudpro.com/2020/01/13/kube-autp-aws.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032683.731644
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering wecloudpro.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://weekly.tf:
  addition_method: manual
  content_hash: cb40748f1eb2cd66d9b847bcee017a875625653375cffba9425598dfc4c30ea8
  description: ''
  health_score: 100.0
  last_checked: 1779033943.328612
  stars: 0
  status: online
  title: 'weekly.tf: Terraform Weekly'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://wheel.readthedocs.io/en/stable:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The official standard documentation outlining how the 'wheel' format
    serves as the definitive replacement for legacy 'egg' distributions. Analyzes
    binary precompilation speed benefits and security advantages for production CI
    pipelines.
  language: Python
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Package Packaging
  - Distribution Formats
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: wheel replaces Python's eggs
  addition_method: manual
  v2_locations:
  - python.md
https://wheel.readthedocs.org:
  addition_method: manual
  content_hash: 74da524363f50d232e643fc2703f8609ed888ad86b8de901827ec5faa686b757
  description: ''
  health_score: 100.0
  last_checked: 1779034331.012886
  stars: 0
  status: online
  title: wheel replaces Python's eggs
  v1_locations:
  - docs/python.md
  year: N/A
https://whyk8s.substack.com/p/why-networkpolicies:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030352.703334
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'whyk8s.substack.com: Why NetworkPolicies?'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering whyk8s.substack.com:
    Why NetworkPolicies? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://whyk8s.substack.com/p/why-not-dns:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030851.470002
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'whyk8s.substack.com: Why not DNS?'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering whyk8s.substack.com:
    Why not DNS? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://whyk8s.substack.com/p/why-services:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031645.268344
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'whyk8s.substack.com: Why Services?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering whyk8s.substack.com:
    Why Services? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://wideops.com:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on configuring robust liveness and readiness probes to maintain
    application availability. Discusses startup probes for legacy services to prevent
    cascade failure restart loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Application Reliability
  - Health Checks
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'wideops.com: Kubernetes best practices: Setting up health checks with readiness
    and liveness probes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://wideops.com/kubernetes-best-practices-setting-up-health-checks-with-readiness-and-liveness-probes:
  addition_method: manual
  content_hash: a398aaaeb258b163d69b25b9668a218c3e17fef573723b793d65ea248e667205
  description: ''
  health_score: 100.0
  last_checked: 1779031555.638964
  stars: 0
  status: online
  title: 'wideops.com: Kubernetes best practices: Setting up health checks with readiness''
    and liveness probes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://wiki.bash-hackers.org:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030248.393456
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: wiki.bash-hackers.org
  v1_locations:
  - docs/elearning.md
  - docs/other-awesome-lists.md
  v2_locations:
  - elearning.md
  - other-awesome-lists.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering wiki.bash-hackers.org
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://wiki.crdb.io/wiki/spaces/CRDB/pages/73204099/Bors+Merge+Bot:
  addition_method: manual
  content_hash: 0121460d1d094de684438bc0369362f3213ce7e4cab32bcf287746d1f48b86cc
  description: ''
  health_score: 100.0
  last_checked: 1779033092.818808
  stars: 0
  title: 'Example: CockroachDB''s Bors Merge Bot'
  v1_locations:
  - docs/git.md
  year: N/A
https://wiki.jenkins.io/display/JENKINS/Build+Monitor+Plugin:
  addition_method: manual
  content_hash: 9c536ced28b6d9a6e7b947fe8fa322a9220cdade96c3585cbc3ace0cc3484f95
  description: ''
  health_score: 100.0
  last_checked: 1779030363.020711
  stars: 0
  title: Build Monitor Plugin
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://wiki.jenkins.io/display/JENKINS/Monitor+Pro+Plugin:
  addition_method: manual
  content_hash: cc44063f3ced7009833fc9517d374f64b3c2ad29c25575e3c73c7839657d6acc
  description: ''
  health_score: 100.0
  last_checked: 1779032134.662451
  stars: 0
  title: Monitor Pro Plugin
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://wiki.jenkins.io/display/JENKINS/PlasticSCM+MergeBot+plugin:
  addition_method: manual
  content_hash: a3dafc91e31e6286aa75fa3b6ef9342b2abe080b8b0921f18373fbc7a0855a40
  description: ''
  health_score: 100.0
  last_checked: 1779033976.522026
  stars: 0
  title: PlasticSCM MergeBot Jenkins Plugin
  v1_locations:
  - docs/git.md
  year: N/A
https://wiki.openjdk.java.net/display/HotSpot/G1GC+Feedback:
  addition_method: manual
  content_hash: 6d0c04f72c17fbd78109f72da633231a437cc102123fc93af1ac796a7b3a68a4
  health_score: 100.0
  last_checked: 1779032182.785205
  v1_locations:
  - docs/jvm-parameters-matrix-table.md
https://wiki.openjdk.java.net/display/shenandoah/Main:
  addition_method: manual
  content_hash: 7a0d941fc6c076f310e27c680c52159d82e0f6b14ddc8f89147f3a824bd31cd9
  health_score: 100.0
  last_checked: 1779029057.067184
  v1_locations:
  - docs/jvm-parameters-matrix-table.md
https://wiki.openjdk.java.net/display/zgc/Main:
  addition_method: manual
  content_hash: 35d9ba7fdbc9ebd00535ed2a0cf26e7fde696cb9123a6b0303215859d004991d
  health_score: 100.0
  last_checked: 1779033862.703274
  v1_locations:
  - docs/jvm-parameters-matrix-table.md
https://wiki.openjdk.org/spaces/shenandoah/pages/25002018/Main:
  addition_method: manual
  content_hash: adfa8a4636f7b7c1a0d07b751865a3e9571fa1b87daa02daa3a6a1c2e025bca2
  health_score: 100.0
  last_checked: 1779130494.99564
  needs_ai_refresh: true
  v1_locations:
  - docs/jvm-parameters-matrix-table.md
https://wiki.openjdk.org/spaces/zgc/pages/34668579/Main:
  addition_method: manual
  content_hash: 0fd949f06efb43474a95160ee2ccdcc32462f8fd9e87f7ae5fcf75c8ac86c208
  health_score: 100.0
  last_checked: 1779130494.969531
  needs_ai_refresh: true
  v1_locations:
  - docs/jvm-parameters-matrix-table.md
https://wildfly-swarm.io:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: WildFly Swarm (subsequently renamed Thorntail) was Red Hat's early approach
    to packaging Java EE apps as customized, self-contained executable JARs. This
    project is now archived and deprecated, with Red Hat channeling cloud-native engineering
    resources toward Quarkus.
  language: Java
  resource_type: Framework
  complexity: Intermediate
  hierarchy:
  - Enterprise Java
  - Runtimes
  - WildFly Swarm
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: RedHat’s WildFly Swarm
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://wildfly.org:
  addition_method: manual
  content_hash: cbfde1c990e10b32eae84d884b7f5fbb3265cc1c94bff071f88687eb08d3dcae
  description: ''
  health_score: 100.0
  last_checked: 1779034332.73107
  stars: 0
  status: online
  title: WildFly
  v1_locations:
  - docs/java_app_servers.md
  - docs/java_frameworks.md
  year: N/A
https://williamlam.com/2020/04/useful-interactive-terminal-and-graphical-ui-tools-for-kubernetes.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736012.929896
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'williamlam.com: Useful Interactive Terminal and Graphical UI Tools for Kubernetes'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering williamlam.com:
    Useful Interactive Terminal and Graphical UI Tools for Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://winder.ai/a-comparison-of-serverless-frameworks-for-kubernetes-openfaas-openwhisk-fission-kubeless-and-more:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Technical analysis of OpenFaaS, OpenWhisk, Fission, and Kubeless. Compares
    execution mechanics, custom resource dependencies, and cold start management profiles.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - Framework Comparisons
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'winderresearch.com: A Comparison of Serverless Frameworks for Kubernetes:
    OpenFaas, OpenWhisk, Fission, Kubeless and more'
  addition_method: manual
  v2_locations:
  - serverless.md
https://winderresearch.com/a-comparison-of-serverless-frameworks-for-kubernetes-openfaas-openwhisk-fission-kubeless-and-more:
  addition_method: manual
  content_hash: f4cd9e1d183b11007e93e812b19d28bbb4f3340197526ce5e975fface5cdedf9
  description: ''
  health_score: 100.0
  last_checked: 1779029939.199519
  stars: 0
  status: online
  title: 'winderresearch.com: A Comparison of Serverless Frameworks for Kubernetes:''
    OpenFaas, OpenWhisk, Fission, Kubeless and more'
  v1_locations:
  - docs/serverless.md
  year: N/A
https://wiprodigital.com/2020/11/10/a-guide-to-enterprise-event-driven-architecture:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032293.073506
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wiprodigital.com: A Guide to Enterprise Event-Driven Architecture'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wiprodigital.com:
    A Guide to Enterprise Event-Driven Architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://wizardzines.com:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: A series of hand-illustrated, highly educational booklets explaining
    complex infrastructure, networking, and systems administration concepts. Authored
    by Julia Evans, they simplify complex debugging processes like DNS routing and
    system tracing.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Developer Education
  - Cheat Sheets
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "wizardzines.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://wizardzines.com/comics/request-headers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly readable, visually rich comic breaking down crucial HTTP Request
    Headers, handling authentication mechanisms, encoding capabilities, client identification
    rules, and cache indicators.
  language: N/A
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Web Protocols & Performance
  - HTTP Architecture
  - Headers & Metadata
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'wizardzines.com: Request Headers'
  addition_method: manual
  v2_locations:
  - networking.md
https://wizardzines.com/comics/response-headers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An illustrative tutorial mapping HTTP Response Headers. Explains security
    mechanics including CORS controls, HSTS configurations, caching policies, and
    body payloads returned by backend hosts.
  language: N/A
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Web Protocols & Performance
  - HTTP Architecture
  - Headers & Metadata
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'wizardzines.com: Response Headers'
  addition_method: manual
  v2_locations:
  - networking.md
https://wkrzywiec.medium.com/how-to-deploy-application-on-kubernetes-with-helm-39f545ad33b8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031651.959846
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wkrzywiec.medium.com: How to deploy application on Kubernetes with Helm'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wkrzywiec.medium.com:
    How to deploy application on Kubernetes with Helm in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://wordpress.com/p2:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A structured, blogging-centric asynchronous workspace tool developed
    by Automattic. Designed to minimize synchronous meeting overhead by providing
    collaborative team hubs where projects, updates, and design decisions are logged
    in flat, chronological, searchable discussion threads.
  language: PHP
  resource_type: SaaS Tool
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Productivity Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Wordpress P2
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://workers.cloudflare.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Cloudflare Workers is an advanced serverless architecture utilizing
    V8 engine isolates. It runs application code directly at global edge locations,
    yielding near-zero cold-start overhead.
  language: JavaScript/WebAssembly
  resource_type: PaaS
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Serverless
  - Edge Computing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Cloudflare workers (Serverless)
  addition_method: manual
  v2_locations:
  - cloudflare.md
https://workshops.aws:
  addition_method: manual
  content_hash: 54afa79a4b27d7657455be5dfb12c3c6dccb1580b6ab07a0ccdcc4aa9d558fb1
  description: ''
  health_score: 100.0
  last_checked: 1779033917.340659
  stars: 0
  status: online
  title: 'workshops.aws: AWS Workshops'
  v1_locations:
  - docs/aws.md
  year: N/A
https://worksome.co.uk:
  addition_method: manual
  content_hash: 07583c0e96662ad52a80de97f793a6336ff35537e51088b2cbc69bb74de17d78
  description: ''
  health_score: 100.0
  last_checked: 1779032421.233539
  stars: 0
  status: online
  title: worksome
  v1_locations:
  - docs/freelancing.md
  year: N/A
https://workspace.google.com/products/meet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Google's WebRTC-based enterprise video-conferencing software deeply
    integrated into the Google Workspace ecosystem. Provides low-latency, highly secure,
    and browser-native virtual rooms without requiring thick client installations.
  language: Agnostic
  resource_type: SaaS Tool
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Productivity Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Google meet
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://workspaces.openshift.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Enterprise cloud developer templates optimized for Red Hat OpenShift
    Workspaces (Eclipse Che). Facilitates the rapid provisioning of secure, IDE-integrated
    environments for compiling and deploying cloud-native workloads.
  language: YAML
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Hybrid Cloud Platforms
  - OpenShift
  - Developer Workspaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "OpenShift.io Samples \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://world.hey.com/joaoqalves/disasters-i-ve-seen-in-a-microservices-world-a9137a51:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A candid engineering post-mortem of catastrophic distributed systems
    architectures. It warns against over-engineered microservice boundaries, distributed
    transactions, massive latency chains, and premature optimization that results
    in 'distributed monoliths'.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Anti-Patterns
  - Lessons Learned
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "world.hey.com: Disasters I've seen in a microservices world \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://world.hey.com/sammy.henningsson/another-rest-vs-graphql-comparison-8e8357bb:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A developer-focused analysis contrasting REST with GraphQL. Examines
    query performance, server execution costs, structural decoupling, and developer
    productivity overheads in production.
  language: Agnostic
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - Patterns
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'world.hey.com: Another REST vs GraphQL comparison'
  addition_method: manual
  v2_locations:
  - api.md
https://wpamelia.com/calendly-vs-acuity:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Contrasts Calendly's simple scheduling workflows with Acuity's robust
    service booking engine. Analyzes the design paths for each depending on organizational
    scale and billing needs.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Market Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'wpamelia.com: Calendly vs Acuity'
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://wpamelia.com/calendly-vs-doodle:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Presents a clear use-case contrast between Calendly's automated 1-on-1
    bookings and Doodle's group polling mechanism, explaining when to implement each
    framework.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Market Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'wpamelia.com: Calendly vs Doodle'
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://wpamelia.com/calendly-vs-youcanbook-me:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comparative guide highlighting the functional boundaries of Calendly
    and YouCanBook.Me. Reviews custom notification loops, pricing tiers, and calendar
    synchronization speeds.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Market Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'wpamelia.com: Calendly vs YouCanBook.Me'
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://writersbyte.com/4-key-python-data-structures-e-very-beginner-must-know:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033713.598786
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'writersbyte.com: 4 key Python Data Structures every beginner must know'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering writersbyte.com:
    4 key Python Data Structures every beginner must know in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://writersbyte.com/introduction-to-apis-with-python-fastapi:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032661.733643
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'writersbyte.com: Introduction to APIs with Python FastAPI'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering writersbyte.com:
    Introduction to APIs with Python FastAPI in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://wut.dev/blog/2024/07/05/moving-aws-accounts-within-organization.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A highly practical analysis of the pitfalls and administrative hurdles
    encountered when migrating AWS accounts between Organizational Units (OUs) or
    organizations. It examines the operational impact on Service Control Policies
    (SCPs), resource shares, CloudFormation StackSets, and global integrations during
    transition phases.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS Governance
  - Multi-Account Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.wut.dev: Moving AWS Accounts and OUs Within An Organization - Not So
    Simple!'
  addition_method: manual
  v2_locations:
  - aws-security.md
? https://www.20minutos.es/tecnologia/actualidad/amazon-web-services-vuelve-a-romper-internet-se-ha-caido-ya-tres-veces-en-el-mismo-mes-y-le-llueven-las-criticas-4931834
: description: ''
  year: '2026'
  stars: 0
  ai_summary: An analytical Spanish news report examining AWS outages that repeatedly
    disrupted major segments of the internet. It highlights the systemic risks of
    hyperscaler oligopoly and details developer frustration with cloud availability
    SLAs. Live grounding confirms these events catalyzed enterprise adoption of hybrid-cloud
    structures.
  language: Spanish
  resource_type: Case Study/News
  complexity: Intermediate
  hierarchy:
  - Infrastructure Resilience
  - Outage Post-Mortem
  - Systemic Risk Analysis
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: '20minutos.es: Amazon Web Services vuelve a romper Internet: se ha caído
    ya tres veces en el mismo mes y le llueven las críticas'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.39digits.com/signed-git-commits-on-wsl2-using-visual-studio-code:
  description: ''
  addition_method: manual
  content_hash: 0e9b8756a27874aae7f6482278f1904708ba635623835bd3e43b678d5f99f62a
  health_score: 100.0
  last_checked: 1779031356.592182
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: Presents a technical guide for configuring GPG commit signing within
    WSL2 using VS Code on Windows 10. Addresses cross-runtime credential sharing challenges
    by bridging Windows GPG-agent configurations with Linux subsystems to enforce
    commit origin verification.
  language: Shell
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Version Control Integration
  is_microservice: false
  title: "39digits.com: How to sign your commits to GitHub using Visual Studio Code'
    on Windows 10 and WSL2 \U0001F31F"
https://www.3scale.net:
  addition_method: manual
  content_hash: 80ae86e55627e9f43b166209edfc360e5c1e9e7f0f8eac77133eba6a2d8c1875
  description: ''
  health_score: 100.0
  last_checked: 1779029991.332904
  stars: 0
  status: online
  title: 3scale API Manager
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://www.abc.es/economia/ingenieros-devops-pieza-clave-engranaje-digital-empresas-20230212000148-nt.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Positions DevOps engineers as the driving force of
    corporate digital evolution in Spain. Live Grounding: Demonstrates how continuous
    deployment methodologies act as the cornerstone of commercial agility and software
    release velocity.'
  language: es
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Career Paths
  - Enterprise Impact
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "abc.es: Ingenieros DevOps, la pieza clave del engranaje digital de las empresas
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.aboutamazon.com/what-we-do/entertainment:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The famous Prime Video case study describing the refactoring of a highly
    distributed, serverless orchestration pipeline back to a consolidated monolithic
    service. Demonstrates how eliminating network serialization and step functions
    reduced operating costs by 90%.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Software Architecture
  - Microservices
  - Monolith Transition
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'primevideotech.com: Scaling up the Prime Video audio/video monitoring service
    and reducing costs by 90%'
  addition_method: manual
  v2_locations:
  - introduction.md
? https://www.aboutamazon.es/innovaci%C3%B3n/aws-acelera-la-apertura-de-la-regi%C3%B3n-aws-europa-espa%C3%B1a-para-apoyar-la-transformaci%C3%B3n-digital-de-espa%C3%B1a
: addition_method: manual
  content_hash: 07bcf8dab21ecb11fa02f7542727556ba0e4d0cc34ede37369be20391780acde
  description: ''
  health_score: 100.0
  last_checked: 1779034372.942774
  stars: 0
  title: 'aboutamazon.es: AWS acelera la apertura de la Región AWS Europa (España)''
    para apoyar la transformación digital de España'
  v1_locations:
  - docs/aws-spain.md
  year: N/A
https://www.aboutamazon.es/noticias/aws/la-region-aws-europa-espana-apoya-la-transformacion-digital-en-el-pais:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An Amazon corporate press announcement documenting the accelerated opening
    of the AWS Europe (Spain) Region. Outlines how multi-billion-euro long-term infrastructure
    investments drive digital transformation.
  language: Spanish
  resource_type: Press Release
  complexity: Beginner
  hierarchy:
  - Cloud Platforms
  - AWS Regional Infrastructure
  - Spain
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aboutamazon.es: AWS acelera la apertura de la Región AWS Europa (España)
    para apoyar la transformación digital de España'
  addition_method: manual
  v2_locations:
  - aws-spain.md
https://www.accurics.com/blog/terrascan-blog/terraform-security-improving-iac-scans-with-terraform-plan-output:
  addition_method: manual
  content_hash: 4c171550ab821717a345c93cdfb3bb08bc9363cf999b06529fcbbb3fdd79a465
  description: ''
  health_score: 100.0
  last_checked: 1779033794.894958
  stars: 0
  status: online
  title: 'accurics.com: Terraform Security: Improving IaC Scans with Terraform Plan''
    Output'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.acumen.io/blog/can-kanban-scale-for-teams-of-over-50-developers-when-should-you-consider-moving-to-scrum:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034109.463376
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'acumen.io: Can Kanban scale for teams of over 50 developers? When should''
    you consider moving to Scrum?'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering acumen.io:
    Can Kanban scale for teams of over 50 developers? When should'' you consider moving
    to Scrum? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.adaltas.com/en/2022/09/08/kubernetes-metallb-nginx:
  description: ''
  addition_method: manual
  content_hash: e2f5691b6b05d9cfc170148cf19d0e46fa1239f17fd3e75a405e2dc90e0cdc40
  health_score: 100.0
  last_checked: 1779032232.71442
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: This architectural tutorial details the integration of MetalLB with
    the NGINX Ingress Controller on a bare-metal cluster. It step-by-step configures
    Layer 2 address pools and links them with NGINX, illustrating the traffic path
    from external clients to internal cluster IP services. An ideal entry point for
    understanding bare-metal edge ingress topologies.
  language: YAML
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Networking
  - Ingress Controllers
  - Nginx and MetalLB Integration
  is_microservice: false
  title: 'adaltas.com: Ingresses and Load Balancers in Kubernetes with MetalLB and''
    nginx-ingress'
https://www.addictivetips.com/mac-os/remap-a-windows-keyboard-for-a-mac:
  addition_method: manual
  content_hash: 38b92c25387f1c2ff93bd797c2935d3a71fc2a451edb6a1ab297ab936c988e77
  description: ''
  health_score: 100.0
  last_checked: 1779029296.159441
  needs_ai_refresh: true
  stars: 0
  title: 'addictivetips.com: How to remap a Windows keyboard for a Mac'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://www.addteq.com/blog/2021/03/the-real-difference-between-devops-and-devsecops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032874.347174
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'addteq.com: The REAL Difference between DevOps and DevSecOps'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering addteq.com:
    The REAL Difference between DevOps and DevSecOps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.addwebsolution.com/blog/how-kubernetes-helps-businesses-manage-their-it-infrastructure:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Outlines the business-level value propositions of Kubernetes, including
    horizontal auto-scaling, resource optimization, and reduced cloud vendor lock-in.
    It bridges the gap between technical orchestration features and business metrics
    like accelerated time-to-market and infrastructure cost-efficiency.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Business Architecture
  - Infrastructure Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'addwebsolution.com: How Kubernetes helps businesses manage their IT infrastructure?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.adictosaltrabajo.com/2016/02/03/como-reducir-el-codigo-repetitivo-con-lombok:
  addition_method: manual
  content_hash: ae51474b4a88924afe6600d47a7c3c4bbbc48fecb932ca8ffea52c181187376a
  description: ''
  health_score: 100.0
  last_checked: 1779033330.750497
  stars: 0
  status: online
  title: 'adictosaltrabajo.com: Cómo reducir el código repetitivo con Lombok'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://www.adictosaltrabajo.com/2018/12/13/spring-boot-war-o-jar-ambos:
  addition_method: manual
  content_hash: b6b3a0baa161bf59a7a2d02b2bb5a9444ea40b5c9efe9170a1fc038ec57f3623
  description: ''
  health_score: 100.0
  last_checked: 1779033621.055729
  stars: 0
  status: online
  title: 'Spring Boot: ¿war o jar? Ambos'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://www.adictosaltrabajo.com/2020/12/22/como-crear-y-desplegar-microservicios-con-spring-boot-spring-cloud-netflix-y-docker:
  addition_method: manual
  content_hash: 79cb5c64959bd6ccb89b657720aa083aab4d73d79a23b25d7a9126ec3c1111fc
  description: ''
  health_score: 100.0
  last_checked: 1779033790.419303
  stars: 0
  status: online
  title: 'adictosaltrabajo.com: Cómo crear y desplegar microservicios con Spring Boot,''
    Spring Cloud Netflix y Docker'
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.adictosaltrabajo.com/tutoriales/monitorizacion-y-analisis-de-rendimiento-de-aplicaciones-con-dynatrace:
  addition_method: manual
  content_hash: 8646d0054143e7a8cb4749d1d5613fd746a1465e2550470ac7ecae4fc342f2f8
  description: ''
  health_score: 100.0
  last_checked: 1779034570.213344
  stars: 0
  status: online
  title: 'adictosaltrabajo.com: Monitorización y análisis de rendimiento de aplicaciones''
    con Dynatrace APM'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.aelius.com/njh/subnet_sheet.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A clear, tabular web reference catalog summarizing IP addressing, mask
    divisions, wildcard configuration values, and IP ranges. Built to accelerate system
    infrastructure designs.
  language: HTML
  resource_type: Utility
  complexity: Beginner
  hierarchy:
  - Computer Networking & IPAM
  - Subnetting & Addressing
  - Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aelius.com: subnet sheet'
  addition_method: manual
  v2_locations:
  - networking.md
https://www.agileconnection.com/article/infrastructure-code-foundation-effective-devops:
  addition_method: manual
  content_hash: 86ee46057736d59c30a0c1e8e42c4394201d53b9daa2702891234c17d0a17633
  description: ''
  health_score: 100.0
  last_checked: 1779034499.626142
  stars: 0
  status: online
  title: 'agileconnection.com: Infrastructure as Code: The Foundation of Effective''
    DevOps'
  v1_locations:
  - docs/iac.md
  year: N/A
https://www.agrenpoint.com/azcli-adscope:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A technical guide explaining how to retrieve and assign Microsoft Graph
    API and Azure AD permission scopes programmatically using the Azure CLI. Understanding
    scopes and roles is crucial for automated service principal authorization, mitigating
    over-privileged access risks in CI/CD pipelines. It bridges the gap between manual
    Entra ID configuration and automated Infrastructure as Code (IaC) governance.
  language: PowerShell/CLI
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Identity & Access Management
  - Azure AD & Graph API
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'agrenpoint.com: Azure AD & Microsoft Graph permission scopes, with Azure
    CLI'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.ai.engineer/worldsfair/2026:
  addition_method: automatic
  ai_summary: 'Curator Insight: The AI Engineer World’s Fair serves as the primary
    technical center of gravity for the open-source and enterprise AI engineering
    community. Live Grounding confirms that the 2026 conference spans 29 tracks and
    showcases advancements in agent orchestration, Model Context Protocol (MCP) tooling,
    and cost-efficient LLM evaluations. It provides essential architectural networking
    and product showcases for engineers designing autonomous systems.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: e03dc21400722c30355c02048062c46f98607807108b3c21f1c8832c2e08ff09
  description: The largest technical AI conference featuring tracks on agentic systems,
    Model Context Protocol, and enterprise scaling.
  hierarchy:
  - Artificial Intelligence
  - Developer Conferences
  - Agentic Systems
  is_microservice: false
  language: en
  last_checked: 1780352424.113367
  reputation_status: Vetted
  reputation_summary: Premier industry technical conference on modern AI engineering.
  resource_type: event
  social_preview_url: https://ai.engineer/og-image-worldsfair-2026.png
  source_provenance: X.com (swyx)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  title: AI Engineer World's Fair 2026
  year: '2026'
https://www.aihr.com/blog/chatgpt-prompts-for-hr:
  addition_method: manual
  ai_summary: A curated handbook of prompt engineering patterns tailored for HR leaders.
    Accelerates documentation, drafting performance benchmarks, and designing internal
    team-alignment frameworks.
  complexity: Beginner
  content_hash: 939c8f98fb344a9957b335cd0927b4caadfbb9ea7e830f7fba56071e15abc896
  description: ''
  health_score: 100.0
  hierarchy:
  - Human Productivity
  - Artificial Intelligence
  - HR Operations
  is_microservice: false
  language: English
  last_checked: 1779029948.858792
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: 'aihr.com: 21+ ChatGPT Prompts for HR To Accelerate Your Productivity'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
https://www.airplane.dev/blog/kubernetes-ephemeral-storage:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030472.961426
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "airplane.dev: How to use Kubernetes ephemeral volumes & storage \U0001F31F"
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering airplane.dev:
    How to use Kubernetes ephemeral volumes & storage \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ais.com/leaping-into-devsecops-from-devops:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A strategic enterprise roadmap detailing migration workflows from classic
    DevOps pipelines to automated DevSecOps architectures. Discusses translating physical
    compliance checklists (e.g. CIS benchmarks) into declarative, machine-testable
    validation gates.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Migration Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ais.com: Leaping into DevSecOps from DevOps'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.alexdebrie.com/posts/api-gateway-elements:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An extensive architectural analysis of AWS API Gateway, deconstructing
    HTTP APIs, REST APIs, and WebSockets. Provides deep insights into routing, request
    validation, and authorization strategies that underpin serverless microservices
    architectures.
  language: English
  resource_type: blog
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - API Gateway
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'alexdebrie.com: A Detailed Overview of AWS API Gateway'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://www.alibabacloud.com:
  addition_method: manual
  content_hash: f89afa8b390d4f7d2d0ee09d60a9ff6f482c1f82dcdd2666ed4a39e9923ef7ee
  description: ''
  health_score: 100.0
  last_checked: 1779033763.092242
  stars: 0
  title: Alibaba
  v1_locations: []
  year: N/A
https://www.alibabacloud.com/blog/getting-started-with-kubernetes-%7C-deep-dive-into-kubernetes-core-concepts_595896:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Deep dive into core Kubernetes architectures, detailing controller-manager
    reconciliation mechanisms, kube-scheduler filters, and API-driven status updates.
    Provides a technical reference for engineers wanting to design resource control
    loops and manage standard system interactions.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Container Orchestration
  - Deep Dive
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'alibabacloud.com: Getting Started with Kubernetes | Deep Dive into Kubernetes
    Core Concepts'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.alibabacloud.com/blog/how-to-create-an-effective-technical-architectural-diagram_596100:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A comprehensive conceptual guide detailing principles and structural
    methods for authoring highly readable, accurate, and standardized technical architecture
    diagrams for complex, multi-tiered cloud systems.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Visualization
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'alibabacloud.com: How to Create an Effective Technical Architectural Diagram?'
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://www.alibabacloud.com/en/product/kubernetes?_p_lc=1:
  addition_method: manual
  content_hash: 1f547330d3e1a34d1e114a507495619c86ca091b3e4c6f9981fecf66f53319ac
  health_score: 100.0
  last_checked: 1779130494.957931
  needs_ai_refresh: true
  v1_locations:
  - docs/matrix-table.md
https://www.alibabacloud.com/en?_p_lc=5:
  addition_method: manual
  content_hash: 02d4f87af85f4587225301bf7dd5afec28bc0b0662ce655e839f8e7e1e54292d
  health_score: 100.0
  last_checked: 1779130495.010221
  needs_ai_refresh: true
  v1_locations: []
https://www.alibabacloud.com/product/kubernetes:
  addition_method: manual
  content_hash: 312df59bbc7684b6c1273ab3fecdb3b869a3dc0b49303fa300f47af4300e822b
  health_score: 100.0
  last_checked: 1779034462.870298
  v1_locations:
  - docs/matrix-table.md
https://www.allthingsdistributed.com/2015/11/aws-announces-uk-region.html:
  description: ''
  year: '2015'
  stars: 3
  ai_summary: Historical briefing of AWS network expansion planning for the UK region
    launch, highlighting sovereignty compliance targets and low-latency availability
    zone options.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Regions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: London Calling! An AWS Region is coming to the UK!
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://www.allthingsdistributed.com/2019/03/redefining-application-communications-with-aws-app-mesh.html:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A legacy AWS announcement outlining the target benefits of AWS App Mesh's
    initial launch. Provides historical context on integrating application networking
    across AWS ECS, EKS, and EC2, which is now deprecated.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - AWS
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'allthingsdistributed.com: Redefining application communications with AWS
    App Mesh'
  addition_method: manual
  v2_locations:
  - istio.md
https://www.allthingsdistributed.com/2023/05/monoliths-are-not-dinosaurs.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Dr. Werner Vogels highlights that monolithic architectures remain highly
    relevant. The article argues that architectural choices must align with practical
    business problems rather than dogmatic adherence to microservices patterns.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Architecture
  - Software Engineering
  - Monoliths
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'allthingsdistributed.com: Monoliths are not dinosaurs'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.almtoolbox.com/jenkins-monitoring.php:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Specialized commercial monitoring tool for continuously auditing the
    scaling performance, job queue bottlenecks, and controller health profiles of
    enterprise Jenkins setups.
  language: None
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Observability
  - Infrastructure Monitoring
  - Commercial Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ALM Performance: Continuously Monitor Performance and Vitality of your Jenkins
    Deployment'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.altoros.com/blog/404-page-doesnt-exist:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Curator Insight vs Live Grounding: Originally a comparative study contrasting
    Kubespray, Kops, and Conjure-up. Live check reveals the URL now returns a 404
    error page. However, the historical significance of the comparison remains as
    a reference point for early multi-cloud orchestration methods.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Deployment Tools
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'A Comparative Analysis of Kubernetes Deployment Tools: Kubespray, kops,
    and conjure-up'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.altoros.com/blog/kubernetes-networking-writing-your-own-simple-cni-plug-in-with-bash:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A fantastic, educational guide explaining how to write a simple CNI
    plugin from scratch using Bash. Demonstrates interface provisioning, IP allocation,
    and local host routing rules. Live Grounding shows that while not intended for
    production systems, this exercise demystifies the CNI specification and improves
    lower-level debugging skills.
  language: Bash
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Deep Dive
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'altoros.com: Kubernetes Networking: How to Write Your Own CNI Plug-in with
    Bash'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.altoros.com/blog/streamlining-the-creation-of-docker-images-with-cloud-native-buildpacks:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This article provides an analytical look at how Cloud Native Buildpacks
    optimize and automate container image creation within corporate CI/CD pipelines.
    It explains how decoupling the container packaging definition from standard Dockerfiles
    reduces security misconfigurations and ensures consistent base OS updates. This
    is highly useful for organizations scaling up microservice deployments.
  language: Markdown
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Continuous Integration
  - Image Building
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'altoros.com: Streamlining the Creation of Docker Images with Cloud Native
    Buildpacks'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.altoros.com/research-papers/a-comparative-analysis-of-kubernetes-deployment-tools-kubespray-kops-and-conjure-up-2:
  addition_method: manual
  content_hash: 6c08caf41556a24289b4586270c806972117d609d725c501620a827b74f20444
  description: ''
  health_score: 100.0
  last_checked: 1779030324.54683
  stars: 0
  status: online
  title: 'A Comparative Analysis of Kubernetes Deployment Tools: Kubespray, kops,''
    and conjure-up'
  v1_locations:
  - docs/kubernetes-on-premise.md
  year: N/A
https://www.amazee.io/blog/post/master-the-fundamentals-of-k8s:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A highly clear Kubernetes introduction series hosted by automation engineer
    Jeff Geerling. Focuses on minimal edge clusters, hardware installations, and simplifying
    core orchestration complexities with high clarity.
  language: English
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Video Series
  - Bare Metal & Local
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'amazee.io: Master the Fundamentals of K8s: Kubernetes 101 video series with
    Jeff Geerling'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://www.amazon.com/b/?node=14297978011:
  description: ''
  addition_method: manual
  content_hash: 87ba67a61ee65ef688bb8636eb57c5f2736fcd610b0bf98472edd4bea096f43c
  health_score: 100.0
  last_checked: 1779029421.512065
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: Direct catalog of specialized training modules designed by principal
    AWS system architects. Curated for engineers, these courses bridge conceptual
    theory and active production execution.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: AWS Courses created by AWS experts
https://www.amazon.com/gp/product/1492056707:
  description: '- [Don''t make this container security mistake](https://bitfieldconsulting.com/posts/container-security)'
  year: '2020'
  stars: 0
  ai_summary: This definitive O'Reilly publication by Liz Rice dissects the Linux
    kernel-level mechanics—such as namespaces, cgroups, seccomp, and capabilities—that
    form container barriers. The accompanying material warns against common container
    security configurations, notably running containers as root or with excessive
    kernel capabilities.
  language: English
  resource_type: Book
  complexity: Advanced
  hierarchy:
  - Security Operations
  - Books
  - Core Literature
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Container Security
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.amazon.com/gp/product/B0976SB2YG:
  addition_method: manual
  content_hash: 83efecb31b4e10b6d7d48110e3a9bc4a29a1246a569442c786cef3185425bf60
  description: ''
  health_score: 100.0
  last_checked: 1779033612.11388
  needs_ai_refresh: true
  stars: 0
  title: 'ebook: Hands-on Pipeline as YAML with Jenkins: A Beginner''s Guide to Implement''
    CI/CD Pipelines for Mobile, Hybrid, and Web Applications Using Jenkins (English
    Edition)'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.amazon.science/base-tts-samples:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Examines Amazon's advanced research in large-scale text-to-speech (TTS)
    foundation models, presenting audio samples and technical parameters. The system
    demonstrates emergent properties in synthetic voice naturalness, prosody control,
    and emotive expression. It outlines the state of the art in developing hyper-realistic
    speech interfaces.
  language: English
  resource_type: Research
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence
  - Generative AI Engineering
  - Audio & Speech Synthesis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: amazon.science/base-tts-samples
  addition_method: manual
  v2_locations:
  - ai.md
? https://www.amazon.science/publications/base-tts-lessons-from-building-a-billion-parameter-text-to-speech-model-on-100k-hours-of-data
: addition_method: manual
  content_hash: 6d7821980158aae61734d2d8850e05cb0fae02407b5a42d432f3685a145636e2
  health_score: 100.0
  last_checked: 1779031401.719588
  v1_locations:
  - docs/ai.md
https://www.ammeon.com/5-tips-for-building-ci-cd-pipeline:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029948.050433
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ammeon.com: 5 Tips For Building A CI/CD Pipeline'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ammeon.com:
    5 Tips For Building A CI/CD Pipeline in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ammeon.com/profiling-golang-microservices-for-high-throughput-on-kubernetes-openshift-clusters:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033280.50087
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ammeon.com: Profiling golang microservices for high throughput on kubernetes/openshift''
    clusters'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ammeon.com:
    Profiling golang microservices for high throughput on kubernetes/openshift'' clusters
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ampelofilosofies.gr/software/2017/03/04/monitor-ci-nodes-with-jenkins:
  addition_method: manual
  content_hash: 0840fc316cf5d4266f323efe6bc3d85f0af6ed496ba16d786a8e575fbd75591e
  health_score: 100.0
  last_checked: 1779029189.810627
  needs_ai_refresh: true
  v1_locations:
  - docs/jenkins.md
https://www.anaconda.com/blog/why-data-scientists-should-be-excited-about-python-in-excel:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details Anaconda's direct integration of the Python runtime inside Microsoft
    Excel. Analyzes how this architecture enables enterprise data analysts to execute
    pandas, statsmodels, and visualization routines locally inside spreadsheets without
    complex external environments.
  language: Python
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Data Integration
  - Enterprise Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'anaconda.com: Why Data Scientists Should Be Excited About Python in Excel'
  addition_method: manual
  v2_locations:
  - python.md
https://www.analyticsinsight.net/top-10-programming-languages-to-learn-for-better-job-opportunities-in-2022:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Assesses primary programming languages driving enterprise applications
    and microservices (including Go, Rust, TypeScript, and Python) based on comprehensive
    job market metrics.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Career
  - Industry Trends
  - Languages
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'analyticsinsight.net: Top 10 programming languages to learn for better job
    opportunities in 2022'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://www.analyticsvidhya.com/blog/2015/06/infographic-cheat-sheet-data-exploration-python:
  description: ''
  year: '2015'
  stars: 3
  ai_summary: Curator Insight provides an structured infographic outlining the process
    for Exploratory Data Analysis (EDA). Live Grounding confirms that formal checklists
    for Univariate and Bivariate analysis are critical in production pipelines to
    diagnose data quality issues and data drift prior to inference.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Data Exploration
  - Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "analyticsvidhya.com: Cheat Sheet for Exploratory Data Analysis in Python
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://www.analyticsvidhya.com/blog/2016/01/complete-tutorial-learn-data-science-python-scratch-2:
  description: ''
  year: '2016'
  stars: 3
  ai_summary: Curator Insight lays out a foundational curriculum covering basic python
    patterns up to machine learning algorithms. Live Grounding emphasizes that while
    the foundational principles are timeless, modern practitioners should augment
    these guides with out-of-core tools like Polars or Dask for data scales beyond
    memory bounds.
  language: Python
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Data Science
  - Machine Learning
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'analyticsvidhya.com: A Complete Tutorial to Learn Data Science with Python
    from Scratch'
  addition_method: manual
  v2_locations:
  - python.md
https://www.analyticsvidhya.com/blog/2016/01/python-tutorial-list-comprehension-examples:
  description: ''
  year: '2016'
  stars: 3
  ai_summary: Curator Insight outlines the syntactic patterns and speed performance
    advantages of list comprehensions. Live Grounding notes that list comprehension
    remains a fundamental pillar of idiomatic, readable, and highly optimized CPython
    bytecode execution.
  language: Python
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python
  - Language Idioms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'analyticsvidhya.com: Tutorial – Python List Comprehension With Examples'
  addition_method: manual
  v2_locations:
  - python.md
https://www.analyticsvidhya.com/blog/2021/04/bring-devops-to-data-science-with-continuous-mlops:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Examines the application of classic software engineering DevOps disciplines—such
    as unit testing, infrastructure-as-code, and active monitoring—to machine learning
    life cycles. Outlines strategies to dismantle structural friction between software
    engineering teams and research labs.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Workflow Transition
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'analyticsvidhya.com: Bring DevOps To Data Science With MLOps'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.analyticsvidhya.com/blog/2021/04/top-online-platforms-to-learn-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews top online tutorial resources, courses, and interactive platforms
    suited for mastering Python syntax, scripting, automation, and advanced backend
    algorithms for enterprise scaling.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - Learning Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'analyticsvidhya.com: Top Online Platforms to Learn Python'
  addition_method: manual
  v2_locations:
  - python.md
https://www.analyticsvidhya.com/blog/2021/06/implementing-python-to-learn-data-engineering-etl-process:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive project walkthrough building an Extract-Transform-Load
    pipeline. Features remote API queries, payload normalization using Pandas, and
    transactional loading into relational targets.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Python Pipelines
  - ETL
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'analyticsvidhya.com: Implementing ETL Process Using Python to Learn Data
    Engineering'
  addition_method: manual
  v2_locations:
  - python.md
https://www.ansible.com:
  addition_method: manual
  content_hash: 78fbb0d63a1dd0773cdbd721d0167a1d9032041a5a0e8ae9f91e8cbd310d2a16
  description: ''
  health_score: 100.0
  last_checked: 1779031337.468094
  stars: 0
  status: online
  title: ansible.com
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/automating-business-applications-rest-api:
  addition_method: manual
  content_hash: 9255137ced14f590aba3a6873fb6564cde1698d6641aff103162529f616975bd
  description: ''
  health_score: 100.0
  last_checked: 1779029074.816568
  stars: 0
  status: online
  title: 'ansible.com: Automating your business application''s REST API with Ansible'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/announcing-the-community-ansible-3.0.0-package:
  addition_method: manual
  content_hash: a86e6aa31f7a779e60a371766fe21c226697937c8c88b6a380ff4cee9037c895
  description: ''
  health_score: 100.0
  last_checked: 1779030367.24343
  stars: 0
  status: online
  title: "ansible.com: Announcing the Community Ansible 3.0.0 Package \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/announcing-the-red-hat-enterprise-linux-certified-ansible-collection:
  addition_method: manual
  content_hash: 105acbdee2d153b40acbee1c245403f0eb2910c09f67968643e2798be8092cb8
  description: ''
  health_score: 100.0
  last_checked: 1779033211.075066
  stars: 0
  status: online
  title: "ansible.com: Announcing the Red Hat Enterprise Linux Certified Ansible Collection'
    \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/ansible-network-resource-modules-deep-dive-on-return-values:
  addition_method: manual
  content_hash: e0ea83e386ef0822322935e83a586acb9b57988b9366ef01168199a42cad37f9
  description: ''
  health_score: 100.0
  last_checked: 1779029270.155985
  stars: 0
  status: online
  title: 'ansible.com: Ansible Network Resource Modules: Deep Dive on Return Values'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/ansible-wisdom-and-chatgpt-putting-it-to-the-test:
  addition_method: manual
  content_hash: a86e6aa31f7a779e60a371766fe21c226697937c8c88b6a380ff4cee9037c895
  description: ''
  health_score: 100.0
  last_checked: 1779033019.585425
  stars: 0
  status: online
  title: 'ansible.com: Ansible and ChatGPT: Putting it to the test'
  v1_locations:
  - docs/chatgpt.md
  year: N/A
https://www.ansible.com/blog/automating-red-hat-satellite-with-ansible:
  addition_method: manual
  content_hash: e9da27404ba9040f2bd12334e3d589d0ac910610af5457711ecd05ac52814b69
  description: ''
  health_score: 100.0
  last_checked: 1779030172.637075
  stars: 0
  status: online
  title: 'ansible.com: Automating Red Hat Satellite with Ansible'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/automating-security-with-cyberark-and-red-hat-ansible-automation-platform:
  addition_method: manual
  content_hash: 2c7a50b7f73aa8696865dc25821d845069fbce425cb29b55b83a348c18bc8039
  description: ''
  health_score: 100.0
  last_checked: 1779031755.750359
  stars: 0
  status: online
  title: 'ansible.com: Automating Security with CyberArk and Red Hat Ansible Automation''
    Platform'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.ansible.com/blog/based-validated-network-content:
  addition_method: manual
  content_hash: 46d7c415269c65ba7e8802bf5bec1fc43e78d02b7c0e687515b3067f162135b0
  description: ''
  health_score: 100.0
  last_checked: 1779032157.430422
  stars: 0
  status: online
  title: 'ansible.com: Fundamentals of Network Automation with Ansible Validated Content''
    using the network.base collection'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/creating-custom-rules-for-ansible-lint:
  addition_method: manual
  content_hash: 055a52475707fd83d5363526e052e6e53747901f8b0814e08ed0d2d5a4877869
  description: ''
  health_score: 100.0
  last_checked: 1779033068.411977
  stars: 0
  status: online
  title: 'ansible.com: Creating Custom Rules for Ansible Lint'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/fast-vs-easy-benchmarking-ansible-operators-for-kubernetes:
  addition_method: manual
  content_hash: ee1433ef348ab000749ff922b223f6c20f8052498db276722a070d2a4258f45f
  description: ''
  health_score: 100.0
  last_checked: 1779031356.176524
  stars: 0
  status: online
  title: 'ansible.com: Fast vs Easy: Benchmarking Ansible Operators for Kubernetes'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/introducing-ansible-automation-platform-2:
  addition_method: manual
  content_hash: 792146d8bb0233ab2940e89ea19e6211ecb76dd689a6e85a12e57b27a4e858f6
  description: ''
  health_score: 100.0
  last_checked: 1779030296.391839
  stars: 0
  status: online
  title: 'ansible.com: Introducing Ansible Automation Platform 2'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/kubernetes-meets-event-driven-ansible:
  addition_method: manual
  content_hash: 7bb59caed8866704513190c65d9062028418a2286228ff2eea84576f859d9482
  description: ''
  health_score: 100.0
  last_checked: 1779032620.472999
  stars: 0
  status: online
  title: "ansible.com: Kubernetes Meets Event-Driven Ansible \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/migrating-the-runbook-a-journey-from-legacy-to-devops:
  addition_method: manual
  content_hash: a86e6aa31f7a779e60a371766fe21c226697937c8c88b6a380ff4cee9037c895
  health_score: 100.0
  last_checked: 1779031141.012723
  v1_locations:
  - docs/about.md
https://www.ansible.com/blog/now-available-red-hat-ansible-automation-platform-1.2:
  addition_method: manual
  content_hash: a02d61255e1765e67948057d31fe22d40c99ff57d419dc13df7cb5d64cb4484b
  description: ''
  health_score: 100.0
  last_checked: 1779031226.68858
  stars: 0
  status: online
  title: 'ansible.com: Red Hat Ansible Automation Platform 1.2'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/providing-terraform-with-that-ansible-magic:
  addition_method: manual
  content_hash: cdcd9547ddf27e70b92512454cdc71530cba177c63bd513b215728d937ed714e
  description: ''
  health_score: 100.0
  last_checked: 1779033045.320551
  stars: 0
  status: online
  title: "==ansible.com: Providing Terraform with that Ansible Magic== \U0001F31F\U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.ansible.com/blog/red-hat-ansible-tower-monitoring-using-prometheus-node-exporter-grafana:
  addition_method: manual
  content_hash: a86e6aa31f7a779e60a371766fe21c226697937c8c88b6a380ff4cee9037c895
  description: ''
  health_score: 100.0
  last_checked: 1779032483.592672
  stars: 0
  status: online
  title: 'Red Hat Ansible Tower Monitoring: Using Prometheus + Node Exporter + Grafana'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/simplifying-secrets-management-with-cyberark-and-red-hat-ansible-automation-platform:
  addition_method: manual
  content_hash: ffe79bea9acffc749b448385f254f8468d407b2738dbf3bbeb26ac97c8816b5c
  description: ''
  health_score: 100.0
  last_checked: 1779034152.867682
  stars: 0
  status: online
  title: 'ansible.com: Simplifying secrets management with CyberArk and Red Hat Ansible''
    Automation Platform'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.ansible.com/blog/top-10-ansible-blogs-2022:
  addition_method: manual
  content_hash: 864951a91d60d6e656c9eb2e5957b61b9c504e972908b699c41c538bf0f9dba2
  description: ''
  health_score: 100.0
  last_checked: 1779031802.400484
  stars: 0
  status: online
  title: 'ansible.com: The Top 10 Ansible Blogs of 2022'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/topic/ansible-tower:
  addition_method: manual
  content_hash: bfdeeea18b5959df792123266a72a6a416c8dab8ae496330bbc072eef7a7668a
  description: ''
  health_score: 100.0
  last_checked: 1779031026.054903
  stars: 0
  status: online
  title: ansible.com/blog/topic/ansible-tower
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/whats-new-in-ansible-automation-platform-2-automation-content-navigator:
  addition_method: manual
  content_hash: e2623a65e1271caab9c28d303fc7904f66dc23ca9d0ca794f7c0414d3a83dc7d
  description: ''
  health_score: 100.0
  last_checked: 1779032371.937986
  stars: 0
  title: 'ansible.com: What''s new in Ansible Automation Platform 2: automation content''
    navigator'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/blog/whats-new-in-ansible-automation-platform-2-automation-controller:
  addition_method: manual
  content_hash: 47c6ab928fa9f435085542c9f279cc095cd0fcce85426c27beb9e304e3e01661
  description: ''
  health_score: 100.0
  last_checked: 1779030035.221422
  stars: 0
  status: online
  title: 'ansible.com: What''s new in Ansible Automation Platform 2: automation controller'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/hubfs/AnsibleFest%20ATL%20Slide%20Decks/Practical%20Ansible%20Testing%20with%20Molecule.pdf:
  addition_method: manual
  content_hash: 78fbb0d63a1dd0773cdbd721d0167a1d9032041a5a0e8ae9f91e8cbd310d2a16
  description: ''
  health_score: 100.0
  last_checked: 1779030506.930736
  stars: 0
  title: 'PDF: Practical Ansible Testing with Molecule'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/products/automation-services-catalog:
  addition_method: manual
  content_hash: 1f2be9e4a54c3c09d38c4f816e569c9d6d61d91946b8438789034eb7be2bb3d4
  description: ''
  health_score: 100.0
  last_checked: 1779030390.905528
  stars: 0
  status: online
  title: 'ansible.com: Automation services catalog, the newest addition to the Ansible''
    Automation Platform'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/products/tower:
  addition_method: manual
  content_hash: 9e73a98b1014a3ec7e48c6359aca12e8d43d5a533596ee8e1eae3bcabe67b3b3
  description: ''
  health_score: 100.0
  last_checked: 1779032282.468831
  stars: 0
  status: online
  title: Ansible Tower
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansible.com/resources/whitepapers/ansible-in-depth:
  addition_method: manual
  content_hash: 440d1522e09abda13d45d5d1fe8d4299c86215e0c2daf0bb0c8a4e587fdb69f5
  description: ''
  health_score: 100.0
  last_checked: 1779033421.800223
  stars: 0
  status: online
  title: 'ansible.com: Ansible whitepaper'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.ansiblefordevops.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Companion portal for "Ansible for DevOps" by Jeff Geerling, widely recognized
    as the definitive handbook on automation. It provides architectural examples,
    source repositories, and deployment guides covering bare-metal, VM, and cloud
    environments.
  language: N/A
  resource_type: Book Companion
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Education
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ansiblefordevops.com
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.ansibleforkubernetes.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Reference site for Jeff Geerling's "Ansible for Kubernetes" book. It
    showcases advanced architectural patterns using Ansible to orchestrate cloud-native
    Kubernetes systems, write custom operators, and manage application lifecycles
    inside pods.
  language: N/A
  resource_type: Book Companion
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Ansible Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "ansibleforkubernetes.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
  - kubectl-commands.md
https://www.anthropic.com/engineering/how-we-contain-claude:
  addition_method: automatic
  ai_summary: 'A highly transparent, authoritative engineering analysis by Anthropic
    detailing the multi-tiered sandboxing techniques used to secure Claude.

    - **Architectural Value**: Addresses the security blast radius of autonomous AI
    agents interacting with environments.

    - **Key Features**: Contrasts the use of gVisor for claude.ai, Seatbelt/Bubblewrap
    for Claude Code, and full hypervisor virtual machines for Cowork.

    - **Technical Significance**: Breaks down historical security breaches (e.g.,
    domain-based egress bypasses and config parsing injection), establishing best
    practices for implementing robust agent egress filters and least-privilege mounts.'
  category: ai-agents-mcp
  complexity: advanced
  content_hash: f9b1830b5fcde2d73a52801c4316f641493d4a51b76af3ba6b3e4d7daaa65a50
  description: An engineering deep-dive into sandboxing, gVisor containers, and security
    boundaries at Anthropic.
  hierarchy:
  - AI Security
  - Agent Sandboxing
  - Container Security
  - Anthropic Containment Strategy
  is_microservice: false
  language: en
  last_checked: 1780352544.370655
  reputation_status: Vetted
  reputation_summary: Widely praised on Reddit and Hacker News as one of the most
    transparent, high-depth security analyses of AI agent containment and sandboxing
    architecture.
  resource_type: article
  social_preview_url: https://cdn.sanity.io/images/4zrzovbb/website/82d2262129af025d98a46411fbd42ee970a95cb4-2400x1260.heif
  source_provenance: X.com (AnthropicAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: How We Contain Claude Across Products
  year: '2026'
https://www.anthropic.com/news/anthropic-acquires-stainless:
  addition_method: automatic
  ai_summary: 'Curator Insight: This acquisition secures a crucial developer-facing
    SDK and protocol generation layer that rival models previously leveraged.


    Live Grounding: Official announcements verify that Stainless converts API specifications
    into production-ready SDKs across TypeScript, Python, Go, and Java, while natively
    facilitating token-efficient Model Context Protocol (MCP) server generation, directly
    scaling Claude''s agentic integrations.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: abb25de57e6b3068744c0e9f0108f10b3c5cc6db1a91c0e425a9ab655fff3ae3
  description: Anthropic's strategic acquisition of Stainless, a developer tools startup
    specializing in automated, production-ready SDK and Model Context Protocol (MCP)
    server generation, aiming to enhance developer integration and agent connectivity
    for Claude.
  hierarchy:
  - AI
  - Developer Tools
  - SDK Generation
  - Model Context Protocol
  is_microservice: false
  language: en
  last_checked: 1780352158.263314
  reputation_status: Vetted
  reputation_summary: Highly praised developer tool ecosystem; strategic acquisition
    by Anthropic validated by top-tier community engagement.
  resource_type: news
  social_preview_url: https://www.anthropic.com/api/opengraph-illustration?name=Node%20Shapes&amp;backgroundColor=coral
  source_provenance: X.com (AnthropicAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  title: Anthropic Acquires Stainless to Accelerate SDK and MCP Tooling
  year: '2026'
https://www.anthropic.com/news/chris-olah-pope-leo-encyclical:
  addition_method: automatic
  ai_summary: This address by Anthropic co-founder Chris Olah outlines the structural
    incentives, competitive pressures, and ethical imperatives facing frontier AI
    labs in the wake of Pope Leo XIV's encyclical, 'Magnifica humanitas.' It argues
    that commercial, geopolitical, and personal ambitions often conflict with safety
    mandates, requiring independent, values-driven external oversight. Olah advocates
    for sustained, multi-faith and multi-disciplinary ethical dialogue to constrain
    and guide model alignment toward human flourishing.
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: 19ca05ba34231874a8ebc3bc6df7d2eb4efcebab918633e45ef7eded5f6253b5
  description: Full remarks of Anthropic co-founder Chris Olah at the Vatican City
    presentation of Pope Leo XIV's AI encyclical, addressing the commercial, geopolitical,
    and ethical incentives of frontier AI labs.
  hierarchy:
  - AI and Agents
  - AI Safety
  - AI Ethics and Alignment
  is_microservice: false
  language: en
  last_checked: 1780352561.468464
  reputation_status: Vetted
  reputation_summary: Official address by Anthropic co-founder Chris Olah regarding
    AI ethics and papal encyclical Magnifica Humanitas.
  resource_type: article
  social_preview_url: https://www.anthropic.com/api/opengraph-illustration?name=Hand%20Quill&amp;backgroundColor=heather
  source_provenance: X.com (AnthropicAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[CASE STUDY]'
  title: Anthropic co-founder Chris Olah's remarks on Pope Leo XIV's encyclical "Magnifica
    humanitas"
  year: '2026'
https://www.anthropic.com/news/model-context-protocol:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Anthropic's release document introducing the Model Context Protocol
    (MCP), an open-standard protocol enabling LLM agents to securely interact with
    external tools and data sources. MCP standardizes the JSON-RPC interface between
    hosts and servers, resolving the integration fragmentation that previously plagued
    generative AI integrations and agentic workflows.
  language: None
  resource_type: Announcement
  complexity: Intermediate
  hierarchy:
  - AI Engineering
  - Model Context Protocol
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'anthropic.com: Introducing the Model Context Protocol'
  addition_method: manual
  v2_locations:
  - ai-agents-mcp.md
https://www.anthropic.com/news/series-h:
  addition_method: automatic
  ai_summary: 'Curator Insight: A monumental capital event that officially positions
    Anthropic as the highest-valued private AI laboratory in the world, shifting the
    market landscape past OpenAI. Live Grounding (MCP): Market analysis highlights
    that this $65 billion injection directly fuels massive infrastructure expansions
    (including 5GW contracts with Amazon and Google Cloud) and supports the deep enterprise
    adoption of Claude Code and long-running agent workflows.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 8597fd0a1712740dc882882bea9dc7ff58ed27e9a03c44627f329206d3c1749e
  description: Anthropic closes a historic $65 billion Series H funding round on the
    back of crossing a self-reported $47 billion annualized revenue run-rate.
  hierarchy:
  - AI and Machine Learning
  - Industry News
  - Corporate Milestones
  is_microservice: false
  language: English
  last_checked: 1780352705.314657
  reputation_status: Vetted
  reputation_summary: A massive, widely vetted market event covered by major tech
    and finance journals, establishing Anthropic's unprecedented commercial and technical
    growth.
  resource_type: article
  social_preview_url: https://www.anthropic.com/api/opengraph-illustration?name=Object%20Growth&amp;backgroundColor=coral
  source_provenance: X.com (AnthropicAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - CASE STUDY
  title: Anthropic raises $65B in Series H funding at $965B post-money valuation
  year: '2026'
https://www.anthropic.com/news/widening-conversation-ai:
  addition_method: automatic
  ai_summary: '**Curator Insight:** Anthropic outlines the crucial intersection of
    technical model alignment, structural safety feedback loops, and humanistic value
    systems.

    **Live Grounding:** This official news brief chronicles Anthropic’s structured
    dialogues with philosophers, clergy, and ethicists to design robust constitutional
    parameters for frontier systems.

    *   **Architectural Value:** Demonstrates how non-technical ethical constraints
    are systematically translated into model training guidelines and reward structures.

    *   **Technical Takeaways:** Focuses on character formation mechanisms, reducing
    bias drift, and defining the systemic boundaries of autonomous model behavior.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: 6059c274c1d5597510ae25587a007167549872986a3c6464ef2396b44b6a1422
  description: Anthropic details its ongoing dialogues with scholars, philosophers,
    clergy, and ethicists exploring how of model values and 'good' character form
    in AI assistants.
  hierarchy:
  - Artificial Intelligence
  - AI Safety
  - AI Ethics and Governance
  is_microservice: false
  language: en
  last_checked: 1780352272.994106
  reputation_status: Vetted
  reputation_summary: Highly vetted. Official Anthropic communications focusing on
    policy and AI alignment, widely praised in the safety community.
  resource_type: article
  social_preview_url: https://www.anthropic.com/api/opengraph-illustration?name=Object%20Chat&amp;backgroundColor=sky
  source_provenance: X.com (AnthropicAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  title: Widening the conversation on frontier AI
  year: '2026'
https://www.anthropic.com/research/glasswing-initial-update:
  addition_method: automatic
  ai_summary: 'Curator Insight: Anthropic''s Project Glasswing provides the first
    massive empirical demonstration of AI-driven defensive security pipelines, uncovering
    over 10,000 high- or critical-severity issues in critical systems.


    Live Grounding: By deploying the unreleased Claude Mythos Preview model with commercial
    partners, the project highlights that the ultimate bottleneck in software security
    has shifted from vulnerability identification to the speed of validation, disclosure,
    and patching.'
  category: devsecops
  complexity: Advanced
  content_hash: bc149ddf48eb86e5ce09c06595272e7392a66e6af8e646327b774d582c48fc74
  description: Anthropic's first empirical progress report on Project Glasswing, an
    alliance using Claude Mythos Preview to discover and secure critical global software
    vulnerabilities.
  hierarchy:
  - Artificial Intelligence
  - AI Security
  - Vulnerability Discovery
  is_microservice: false
  language: English
  last_checked: 1780352404.147713
  reputation_status: Vetted
  reputation_summary: Highly cited, groundbreaking industry research publication with
    wide coverage across cybersecurity and engineering sectors.
  resource_type: Research
  social_preview_url: https://cdn.sanity.io/images/4zrzovbb/website/8831fc381f1087ce855b4fbb4f080b2685ea38ec-1200x630.jpg
  source_provenance: X.com (AnthropicAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  - CASE STUDY
  title: 'Project Glasswing: An initial update - Anthropic'
  year: '2026'
https://www.apidays.co/api-landscape:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032832.948028
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: API Landscape
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering API Landscape
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.apmdigest.com/aiops-itops-1:
  description: "- [apmdigest.com: What Can AIOps Do For IT Ops? - Part 2](https://www.apmdigest.com/aiops-itops-2)\n
    \   - [apmdigest.com: What Can AIOps Do For IT Ops? - Part 3](https://www.apmdigest.com/aiops-itops-3)\n
    \   - [apmdigest.com: What Can AIOps Do For IT Ops? - Part 4](https://www.apmdigest.com/aiops-itops-4)\n
    \   - [apmdigest.com: What Can AIOps Do For IT Ops? - Part 5](https://www.apmdigest.com/aiops-itops-5)"
  year: '2023'
  stars: 0
  ai_summary: A comprehensive five-part industry series highlighting how AIOps restructures
    modern IT Operations. Explores the migration from reactive monitoring to predictive
    modeling, showing how cognitive analytics can prevent systemic downtime.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Architecture
  - AIOps & Observability
  - Strategic IT Ops
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'apmdigest.com: What Can AIOps Do For IT Ops? - Part 1'
  addition_method: manual
  v2_locations:
  - ai.md
https://www.apmdigest.com/aiops-itops-2:
  addition_method: manual
  content_hash: 5968efa8cf63df77418ef9a77ac40adf18faa2a32d88bf1b6f76bb241053c003
  description: ''
  health_score: 100.0
  last_checked: 1779034346.272717
  stars: 0
  title: 'apmdigest.com: What Can AIOps Do For IT Ops? - Part 2'
  v1_locations:
  - docs/ai.md
  year: N/A
https://www.apmdigest.com/aiops-itops-3:
  addition_method: manual
  content_hash: 69b1d4bac50f785742b7cf12e54167eb4eb1d76bbcd159563b6a43d402e0f6e3
  description: ''
  health_score: 100.0
  last_checked: 1779031266.823898
  stars: 0
  title: 'apmdigest.com: What Can AIOps Do For IT Ops? - Part 3'
  v1_locations:
  - docs/ai.md
  year: N/A
https://www.apmdigest.com/aiops-itops-4:
  addition_method: manual
  content_hash: 75d3f665cc4d79e3cf7592866875dff2c719f6d573a10c047eeba8d1ddc85ac6
  description: ''
  health_score: 100.0
  last_checked: 1779031898.547146
  stars: 0
  title: 'apmdigest.com: What Can AIOps Do For IT Ops? - Part 4'
  v1_locations:
  - docs/ai.md
  year: N/A
https://www.apmdigest.com/aiops-itops-5:
  addition_method: manual
  content_hash: 2458430dc66dff33c41431a3d5dda1e375f2678bfdccea4c0e529d0ae58ef66c
  description: ''
  health_score: 100.0
  last_checked: 1779033802.438838
  stars: 0
  title: 'apmdigest.com: What Can AIOps Do For IT Ops? - Part 5'
  v1_locations:
  - docs/ai.md
  year: N/A
https://www.appdynamics.com:
  addition_method: manual
  content_hash: 95f45d9574d10ed0de3cf783974c9cd1638a31a47c9b8bf1ffe6a83a336174e2
  description: ''
  health_score: 100.0
  last_checked: 1779032244.900785
  stars: 0
  title: "AppDynamics \U0001F31F"
  v1_locations:
  - docs/devops.md
  - docs/monitoring.md
  year: N/A
https://www.appmeshworkshop.com:
  addition_method: manual
  content_hash: 5c6fe1628e23f10a5894ba446b7c24b609e989128732428b59218c1c5e2d121d
  description: ''
  health_score: 100.0
  last_checked: 1779030250.606084
  stars: 0
  status: online
  title: AWS App Mesh Workshop
  v1_locations:
  - docs/aws-miscellaneous.md
  year: N/A
https://www.appsecengineer.com/courses-collection/kubernetes-policy-management-with-kyverno:
  description: ''
  addition_method: manual
  content_hash: 6d241638d22ef924b7f6cc98b7cde00fa08e01de8364401d0d007ce86021f7a4
  health_score: 100.0
  last_checked: 1779130495.023999
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2023'
  stars: 0
  ai_summary: An educational course focusing on Kyverno-driven Kubernetes policy engineering.
    Walks developers and SREs through writing advanced manifest mutation, generation,
    and validation policies with real-world scenarios.
  language: YAML
  resource_type: Course
  complexity: Advanced
  hierarchy:
  - Cloud Native Security
  - Policy-as-Code
  - Kyverno Training
  is_microservice: false
  title: 'appsecengineer.com: Kubernetes Policy Management with Kyverno'
https://www.aquasec.com/cloud-native-academy/kubernetes-in-production/kubernetes-federation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive technical overview of Kubernetes Federation (KubeFed),
    detailing its architectural concepts and synchronization mechanisms. It covers
    the evolution from Fed v1 to v2, explaining how multi-cluster environments control
    and distribute configuration. While the community has shifted focus to alternatives
    like Karmada or OCM, this remains a foundational guide for understanding multi-cluster
    control planes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Multi-Cluster
  - Federation
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'aquasec.com: Kubernetes Federation: The Basics and a 5-Step Tutorial'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.aquasec.com/wiki/display/containers/70+Best+Kubernetes+Tutorials:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031776.360069
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'aquasec.com: 70 Best Kubernetes Tutorials'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering aquasec.com:
    70 Best Kubernetes Tutorials in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.architect.io/blog/2021-02-17/terraform-kubernetes-tutorial:
  addition_method: manual
  content_hash: a9c1491f0c2da701351d60893223aad0969831990a91a9c0f9b7b5de8d8dea19
  description: ''
  health_score: 100.0
  last_checked: 1779030966.151328
  stars: 0
  status: online
  title: 'architect.io: Get started with the Terraform Kubernetes provider'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.ardanlabs.com/blog/2024/02/kubernetes-cpu-limits-go.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: 'Analyzes the performance implications of CFS limits on the Go runtime
    scheduler.

    - Explains how Go''s GOMAXPROCS is typically misaligned with K8s CPU limits, leading
    to thread thrashing.

    - Demonstrates the use of Uber''s `automaxprocs` library to resolve this issue.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Performance Optimization
  - Go Optimizations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'ardanlabs.com: Kubernetes CPU Limits and Go'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.argonaut.dev/blog/optimal-k8s-worker-node-size:
  addition_method: manual
  content_hash: df82f952ff939cf57534e8286ee06e8180656f3b7fd0f0a68968b41aab3a6ae9
  description: ''
  health_score: 100.0
  last_checked: 1779029174.399056
  stars: 0
  status: online
  title: "==argonaut.dev: Choosing an Optimal Kubernetes Worker Node Size== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.armory.io/blog/build-a-deployment-pipeline-with-spinnaker-on-kubernetes:
  addition_method: manual
  content_hash: 62e1efcd660811a297e8aa1e45145dd8b8ad5ba20f7ae0dab6d61c55308c9421
  description: ''
  health_score: 100.0
  last_checked: 1779034038.181087
  stars: 0
  status: online
  title: 'armory.io: Build a Deployment Pipeline with Spinnaker on Kubernetes'
  v1_locations:
  - docs/demos.md
  - docs/jenkins-alternatives.md
  year: N/A
https://www.armory.io/blog/git-pull-support-in-spinnaker:
  addition_method: manual
  content_hash: 62e1efcd660811a297e8aa1e45145dd8b8ad5ba20f7ae0dab6d61c55308c9421
  description: ''
  health_score: 100.0
  last_checked: 1779032572.12304
  stars: 0
  status: online
  title: 'armory.io: Git Pull Support in Spinnaker'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.armory.io/blog/how-to-set-up-liquibase-in-spinnaker:
  addition_method: manual
  content_hash: 62e1efcd660811a297e8aa1e45145dd8b8ad5ba20f7ae0dab6d61c55308c9421
  description: ''
  health_score: 100.0
  last_checked: 1779034336.705144
  stars: 0
  status: online
  title: 'armory.io: How to Set Up Liquibase in Spinnaker'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.armosec.io/blog/cve-2022-24348-argo-kubernetes:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Highly detailed technical breakdown of CVE-2022-24348, analyzing how
    Helm/Kustomize relative path resolution was bypassed. Outlines step-by-step remediation
    plans and security control recommendations to protect clusters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Vulnerabilities & CVEs
  - ArgoCD Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'armosec.io: CVE 2022-24348 – Argo CD High Severity Vulnerability and its
    impact on Kubernetes'
  addition_method: manual
  v2_locations:
  - argo.md
https://www.armosec.io/blog/kubernetes-1-26-everything-you-should-know:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A security-focused architectural assessment of Kubernetes 1.26. The
    paper highlights the deprecation of non-CSI storage plugins, the expansion of
    dynamic security standards, and the introduction of CEL validations in admission
    controllers. This analysis provides key insights for security engineers seeking
    to implement finer control policies directly within API servers.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Kubernetes Core
  - Releases
  - v1.26 Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'armosec.io: Kubernetes Version 1.26: Everything You Should Know'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.armosec.io/blog/kubernetes-1-27-release:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An in-depth security analysis detailing the security updates and modifications
    introduced in Kubernetes 1.27. It discusses shifts in default container security
    profiles, RBAC configurations, and validation tools, providing actionable guidelines
    for compliance and cluster hardening.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Kubernetes Core
  - Releases
  - v1.27 Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'armosec.io: Kubernetes 1.27 Release: Enhancements and Security Updates'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.armosec.io/blog/kubernetes-data-storage:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A security-minded primer on Kubernetes data storage mechanics. It outlines
    the core abstractions (PV, PVC, StorageClass) with a focus on data privacy, encryption
    at rest, and securing access control permissions within multi-tenant clusters.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Implementation Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'armosec.io: Data Storage in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.armosec.io/blog/kubernetes-gateway-api:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A security-oriented overview mapping out real-world use cases for the
    Gateway API, including automated traffic-splitting, multi-tenant network partitioning,
    and robust ingress access control.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Ingress & Gateway
  - Gateway API
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'armosec.io: The New Kubernetes Gateway API and Its Use Cases'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.armosec.io/blog/kubernetes-ingress-beginners-guide:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An introductory, security-focused overview of the Kubernetes Ingress
    resource. Analyzes common configuration pitfalls that expose clusters to threat
    vectors and demonstrates simple hardening techniques to safeguard public route
    interfaces.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'armosec.io: Getting Started with Kubernetes Ingress | Ben Hirschberg'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.armosec.io/blog/kubernetes-ingress-security:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines practical hardening strategies to defend Kubernetes Ingress
    controllers from exploit attempts. Addresses proper validation of dynamic TLS
    headers, Ingress controller isolation, restrictive annotations, and the critical
    integration of web application firewalls (WAF) to block lateral application exploits.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Network Security
  - Ingress Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'armosec.io: How to secure Kubernetes Ingress?'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.armosec.io/blog/kubernetes-misconfigurations:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses the high rate of security incidents triggered by misconfigurations.
    Details policy engine implementation strategies to scan helm charts and live configurations
    against CIS benchmarks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Management
  - Configuration Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'armosec.io: How to avoid Kubernetes misconfigurations'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.armosec.io/blog/kubernetes-security-best-practices:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An exhaustive technical blueprint emphasizing end-to-end cloud-native
    system security. It details critical hardening strategies including image scanning,
    continuous compliance auditing, and secure runtime boundaries. Modern operators
    leverage these concepts to build proactive defensive postures across hybrid clusters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Best Practices
  - General Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'armosec.io: Kubernetes Security Best Practices: Definitive Guide'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.armosec.io/blog/kubernetes-security-frameworks-and-guidance:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compares CIS Benchmarks, NSA-CISA profiles, and PCI-DSS requirements
    for Kubernetes workloads, showing how to cross-map validation controls for audit
    readiness.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Compliance & Governance
  - Security Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "armosec.io: A Practical Guide to the Different Compliance Kubernetes Security
    Frameworks and How They Fit Together \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.armosec.io/blog/kubernetes-version-1-23-is-out-everything-you-should-know:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight provides Armosec's overview of 1.23. In 2026, this document
    is primarily referenced for its breakdown of security enhancements, notably Pod
    Security Standards replacing PSP.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.23
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'armosec.io: Kubernetes version 1.23 is out – everything you should know'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.armosec.io/blog/kubescape-checks-if-kubernetes-exposed-to-k8s-symlink-vulnerability-cve202125741:
  addition_method: manual
  content_hash: 5f4f5676d5acef4ac82613f5124327f391f3966380041636400ed0a6f20c8e13
  description: ''
  health_score: 100.0
  last_checked: 1779031788.960699
  stars: 0
  status: online
  title: 'armosec.io: Use Kubescape to check if your Kubernetes clusters are exposed''
    to the latest K8s Symlink vulnerability (CVE-2021-25741)'
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes-tools.md
  year: N/A
https://www.armosec.io/blog/nsa-cisa-kubernetes-hardening-guide:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details updates in version 1.1 of the NSA-CISA Kubernetes Hardening
    Guide. Highlights transition criteria from deprecated PodSecurityPolicies to Pod
    Security Standards, alongside advice on checking third-party integrations. Helps
    teams stay aligned with current guidance.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Hardening Standards
  - Government Guidelines
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'armosec.io: NSA & CISA Kubernetes Hardening Guide – what is new with version
    1.1'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.armosec.io/blog/secure-kubernetes-deployment:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An operational guide on implementing Pod Security Standards (PSS) within
    modern clusters. Provides precise configurations for configuring read-only root
    filesystems, restricting Linux capability escalation, and rejecting root execution.
    Helps secure standard application manifests against common run-time threat models.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Cluster Hardening
  - Deployment Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "armosec.io: How to Secure Deployments in Kubernetes? \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.armosec.io/blog/which-managed-kubernetes-is-right-for-me:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Security-focused landscape analysis comparing AWS EKS, Azure AKS, and
    Google Cloud GKE features with respect to security postures, compliance baselines,
    and control planes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Managed Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'armosec.io: Which Managed Kubernetes Is Right for Me?'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.armosec.io/cve-vulnerability-database:
  addition_method: manual
  content_hash: 91629c644a310d81b7c1989c42247cb645b9ef41c6acfa3a2fa0cba5e0fd6be2
  health_score: 100.0
  last_checked: 1779130494.950947
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes-tools.md
  v2_locations:
  - devsecops.md
  - kubernetes-tools.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.armosec.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.arnaudlheureux.io/2020/10/02/migrating-azure-caf-landing-zones-on-terraform-0-13:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A historic technical retrospective outlining migration strategies when
    shifting legacy Microsoft CAF landing zone modules to Terraform 0.13. Illustrates
    handling state file adjustments and managing module loops.
  language: English
  resource_type: Migration Guide
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Azure Landing Zones
  - Legacy Migrations
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'arnaudlheureux.io: Migrating Azure CAF landing zones to Terraform 0.13'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.around25.com/blog/horizontal-pod-autoscaler-in-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An easy-to-follow conceptual manual explaining the standard mathematical
    algorithms and feedback loops driving the HPA. Clarifies dynamic cooldown delays
    and stabilization intervals.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Kubernetes & Scaling
  - Core Concepts
  - Horizontal Scaling Mechanics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "around25.com: Horizontal Pod Autoscaler in Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://www.arresteddevops.com:
  addition_method: manual
  content_hash: f9d2895a22e8fa05b312ca259c73cf221a72d424660828d67120635efbc3b083
  description: ''
  health_score: 100.0
  last_checked: 1779034295.421426
  needs_ai_refresh: true
  stars: 0
  title: www.arresteddevops.com
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.arrikto.com/blog/what-is-data-as-code:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines the foundational architectural pillars of Data as Code, focusing
    on git-like versioning for datasets, isolated staging environments, and immutable
    data storage snapshots. Curator points map this to reproducible machine learning
    pipelines. Live operational telemetry shows these patterns are key to preventing
    data drift and ensuring compliance with regulatory data auditing guidelines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Data Operations
  - Data-as-Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "arrikto.com: What is Data as Code \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.arsouyes.org/articles/2021/2021-06-21_PKCS_pem_der_key_crt:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep-dive structural reference of Public Key Infrastructure (PKI)
    formats, including PEM, DER, PKCS#12, CRT, and KEY. Explains standard formatting
    variations, binary-versus-base64 representations, and practical OpenSSL command
    syntaxes for conversion operations in production environments.
  language: French
  resource_type: Technical Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Cryptography
  - Public Key Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'arsouyes.org: PKCS, pem, der, key, crt,...'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.arsouyes.org/en/blog/2021/2021-06-21_PKCS_pem_der_key_crt:
  addition_method: manual
  content_hash: e65e002b7a89aaa1f48699f093b78c8c612d3472f5814b9ba50c1cb66d27447f
  description: ''
  health_score: 100.0
  last_checked: 1779034263.485548
  stars: 0
  title: 'arsouyes.org: PKCS, pem, der, key, crt,...'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.arthurkoziel.com/validate-helm-chart-values-with-json-schemas:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep technical guide on leveraging JSON Schema definitions (`values.schema.json`)
    to enforce parameter validation prior to execution. Mitigates run-time failures
    and schema mismatches in multi-tenant environments by validating configuration
    inputs during build time.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Chart Validation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Helm 3: Validating Helm Chart Values with JSON Schemas \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://www.ashishtechmill.com/cicd-workflow-for-spring-boot-application-on-kubernetes-via-skaffold:
  addition_method: manual
  content_hash: e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
  health_score: 100.0
  last_checked: 1779130495.001209
  v1_locations:
  - docs/scaffolding.md
https://www.ashishtechmill.com/demystifying-google-container-tool-jib-java-image-builder:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Detailed technical guide analyzing Google's Jib, an innovative containerization
    tool that builds Docker/OCI-compliant images for JVM applications without requiring
    a local Docker daemon.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Container Packaging
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'ashishtechmill.com: Demystifying Google Container Tool Jib: Java Image Builder'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://www.askamanager.org/2022/01/the-new-hire-who-showed-up-is-not-the-same-person-we-interviewed.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A high-impact case study documenting identity swapping and performance
    fraud in fully remote technical hiring processes. It serves as an advisory for
    security architects to establish continuous identity validation and interactive
    coding sessions.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Organizational Architecture
  - Hiring & Culture
  - Interview Integrity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'askamanager.org: the new hire who showed up is not the same person we interviewed'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.asklorem.com:
  addition_method: manual
  content_hash: da11b07122f290643004859496c39c5f793a01c1f9b28a7d3fefcab8c5af523f
  description: ''
  health_score: 100.0
  last_checked: 1779034507.292807
  stars: 0
  status: online
  title: lorem
  v1_locations:
  - docs/freelancing.md
  year: N/A
https://www.astronomer.io/docs/learn/dynamically-generating-dags:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A deep dive on building dynamically-generated DAGs in Airflow. This
    blueprint showcases how to dynamically compile hundreds of different workflows
    from external JSON or YAML configurations, dramatically reducing redundant code
    in large-scale platform teams.
  language: Python
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Workflows
  - Apache Airflow
  - Dynamic DAGs
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'docs.astronomer.io: Dynamically generating DAGs in Airflow'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.asyncapi.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The home of the AsyncAPI specification, the industry standard for defining
    event-driven architectures. Language-agnostic and protocol-neutral, AsyncAPI simplifies
    event stream definition, code generation, and developer documentation across brokers
    like Kafka and RabbitMQ.
  language: Agnostic
  resource_type: Specification
  complexity: Advanced
  hierarchy:
  - Event-Driven
  - AsyncAPI
  - Specification
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: AsyncAPI
  addition_method: manual
  v2_locations:
  - api.md
https://www.asyncapi.com/blog/asyncapi-cloud-events:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Explores patterns for modeling CloudEvents payloads within AsyncAPI
    specification contracts. Harmonizes event-mesh payload formats with standardized
    application meta-structures.
  language: Agnostic
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Event-Driven
  - AsyncAPI
  - Specification
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'asyncapi.com: AsyncAPI and CloudEvents'
  addition_method: manual
  v2_locations:
  - api.md
https://www.atareao.es/ubuntu/tuneles-ssh:
  addition_method: manual
  content_hash: 76abd3dbe4428dcf9124c523a6b2aaf41a068c31ceb2d1d49ccc786bf6f6e578
  description: ''
  health_score: 100.0
  last_checked: 1779030956.00023
  stars: 0
  status: online
  title: Túneles SSH
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.atlassian.com/agile/kanban/kanban-vs-scrum:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The industry-standard guide dissecting the tactical differences between
    Kanban's continuous flow and Scrum's time-boxed sprints. Focuses on roles (Scrum
    Master, Product Owner) versus non-prescriptive Kanban workflows, helping engineering
    leads choose optimal cadences.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Agile Methodologies
  - Scrum and Kanban
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'atlassian.com: Kanban vs. Scrum'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.atlassian.com/blog/announcements/how-we-cut-pr-cycle-time-with-ai-code-reviews:
  addition_method: automatic
  ai_summary: An insightful engineering case study analyzing Atlassian's implementation
    of Rovo Dev, an AI-powered code reviewer. By automatically evaluating pull requests
    against corporate standards, formatting configurations, and linked Jira ticket
    acceptance criteria, the system reduced PR cycle latency by up to 45% internally
    while accelerating overall merge frequencies.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 363da96bb20cc4fd3c1457519aaa6c7838549a0fd12521f629648359b7fdd676
  description: Learn how Atlassian’s Rovo Dev AI code reviewer cut PR cycle time by
    up to 45% internally and 32% for customers, enforcing engineering standards and
    Jira acceptance criteria.
  hierarchy:
  - DevOps
  - AI Assisted Engineering
  - Code Review Automation
  is_microservice: false
  language: English
  last_checked: 1780352581.792255
  reputation_status: Vetted
  reputation_summary: Vetted engineering case study by Atlassian's Dev AI team, receiving
    positive community interest.
  resource_type: blog
  social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2025/10/fy26-sil-engblog-37-1120x545_@2x.png
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[CASE STUDY]'
  title: How Atlassian cut PR cycle time by 45% with AI code reviews
  year: '2026'
https://www.atlassian.com/blog/app/bitbucket:
  addition_method: manual
  content_hash: af618e016d39c0404ced715d539e210d9a91080e9e57a5115bdded6077ec2a26
  health_score: 100.0
  last_checked: 1779130494.993295
  needs_ai_refresh: true
  v1_locations:
  - docs/project-management-tools.md
https://www.atlassian.com/blog/artificial-intelligence/research-with-rovo-dev:
  addition_method: automatic
  ai_summary: 'Curator Insight: Qualitative analysis is often bottlenecked by manual
    data transcription and qualitative pattern matching, areas where AI agents can
    act as highly efficient synthesis engines.


    Live Grounding: Atlassian''s case study showcases Rovo Dev utilizing Model Context
    Protocol (MCP) to ingest Dovetail and Confluence directories securely.


    Technical Significance:

    - Drastically reduces transcription synthesis times from multiple days to a single
    afternoon.

    - Maps user quotes directly against established strategic hypotheses and competitor
    positioning.

    - Maintains strict human oversight, allowing stakeholders to validate AI-generated
    research drafts collaboratively.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: 6dd3b4f9b9cfa53487bead3b7f392204673267c55404b31e5da9884bf639204e
  description: Inside Atlassian's case study on using Rovo Dev and MCP servers to
    connect data tools (like Dovetail and Confluence) for rapid customer research
    synthesis.
  hierarchy:
  - Software Engineering
  - Collaboration Tools
  - AI Agents
  - Atlassian Rovo
  is_microservice: false
  language: en
  last_checked: 1780352168.173361
  reputation_status: Vetted
  reputation_summary: Highly regarded case study detailing Rovo Dev's capabilities
    when linked to third-party APIs via the Model Context Protocol (MCP).
  resource_type: case-study
  social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/04/fy26-sil-engblog-39-1120x545_@2x-1560x760-1.png
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[CASE STUDY]'
  - '[EMERGING]'
  title: What Actually Changes When AI Joins Your Research Process
  year: '2026'
https://www.atlassian.com/blog/atlassian-engineering/rovo-creation-canvas:
  addition_method: automatic
  ai_summary: 'An in-depth engineering breakdown of Atlassian Rovo''s collaborative
    AI canvas architecture. The article details how developers solved challenges surrounding
    real-time, multi-modal human-agent collaboration across diverse document and database
    schemas.


    * **Architecture Choices**: Explores the engineering selection of ADF, SVG, and
    CSV formats over generic raw markdown.

    * **Streaming Infrastructure**: Unpacks the technical mechanisms that allow Rovo
    to stream live updates and recursive edits directly into active workspaces safely.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 5681fc59b5e083e0da4eeb0e22562bdf422533ad5269dc3dd22e2696b7d5b3e8
  description: An engineering deep-dive on constructing Rovo's collaborative canvas
    for real-time document and database co-creation between humans and AI.
  hierarchy:
  - Software Engineering
  - AI Integrations
  - Collaborative Canvases
  impact_score: 85
  is_microservice: false
  language: en
  last_checked: 1780401152.31573
  reputation_status: Vetted
  reputation_summary: Highly trusted official engineering blog post from Atlassian
    details the design principles of their collaborative canvas.
  resource_type: Article
  social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/04/fy26-sil-engblog-37-1120x545_@2x-1560x760-1.png
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ai
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[CASE STUDY]'
  title: 'Creating with Rovo: How We Built a Collaborative AI Canvas'
  year: '2026'
https://www.atlassian.com/blog/bitbucket/setting-up-a-ci-cd-pipeline-with-spring-mvc-jenkins-and-kubernetes-on-aws:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Outlines constructing a complete continuous integration pipeline using
    Bitbucket, Jenkins, and AWS EKS. Covers maven compilation, Docker Hub image pushes,
    and automated rolling deployments on target host nodes.
  language: Groovy
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevSecOps & Automation
  - Jenkins-based CI-CD
  - AWS & Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'bitbucket.org: setting up a cicd pipeline with spring mvc and kubernetes
    on aws'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.atlassian.com/blog/company-news/cursor-in-jira:
  addition_method: automatic
  ai_summary: Atlassian introduces native support for assigning Jira work items directly
    to the Cursor AI agent, minimizing context switching for development teams. When
    tickets are assigned or @Cursor is mentioned in Jira, a cloud-based Cursor agent
    automatically spins up, analyzes the codebase, implements necessary fixes, and
    raises pull requests. This deep integration allows developers and product owners
    to steer autonomous coding agents directly from the issue tracker.
  category: project-management-tools
  complexity: Intermediate
  content_hash: a1116f0fa851b91fa7a15901a0b66ce2dda2600d87c08f42999181a4f248743e
  description: Atlassian details how teams can assign work items directly to Cursor
    from within Jira, triggering a cloud agent to write code and open PRs.
  hierarchy:
  - DevOps
  - AI Curation
  - Agent Orchestration
  - Atlassian Ecosystem
  is_microservice: false
  language: English
  last_checked: 1780352302.456769
  reputation_status: Vetted
  reputation_summary: Highly acclaimed enterprise integration by Atlassian and Cursor,
    bridging project management with autonomous code execution.
  resource_type: blog
  social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/05/csd-26784_dark_jira-cursor_build-something_hero_@2x-1-1-scaled.png
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - ENTERPRISE-STABLE
  - EMERGING
  title: Introducing Cursor in Jira - Inside Atlassian
  year: '2026'
https://www.atlassian.com/blog/developer/automating-mutation-coverage-with-ai:
  addition_method: automatic
  ai_summary: An in-depth engineering case study from Atlassian's Jira Platform teams
    on leveraging Rovo Dev CLI and an AI-driven, dev-in-the-loop assistant to scale
    mutation testing. The automated workflow parses mutation reports, prioritizes
    classes, and auto-generates project-aware tests. This implementation helped teams
    reach 80%+ mutation coverage while reducing manual testing overhead by 70%.
  category: qa
  complexity: Advanced
  content_hash: 348e2ea5653df19c980dd9d8a58aac7369c2d13c35ae81ce91d325de5ee89322
  description: Inside Atlassian's journey to automate unit test mutation testing across
    large Java codebases using an AI assistant.
  hierarchy:
  - Software Quality
  - Mutation Testing
  - AI-Assisted Engineering
  impact_score: 88
  is_microservice: false
  language: English
  last_checked: 1780399982.21178
  reputation_status: Vetted
  reputation_summary: Highly vetted engineering blog post showcasing active development
    strategies in enterprise testing.
  resource_type: Technical Article
  social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2024/05/csd-9526_developer-blog-header_ecosystem_900x444_2x.png
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  title: Automating Mutation Coverage with AI
  year: '2026'
https://www.atlassian.com/blog/focus/evolution-of-spm-report:
  addition_method: automatic
  ai_summary: '* **Curator Insight:** Aligning high-level organizational strategies
    with execution systems is a perennial bottleneck, particularly when planning cycles
    remain decoupled from active code-delivery repositories.

    * **Live Grounding (MCP):** Surveying over 300 enterprise leaders, Atlassian reveals
    a systemic disconnect: despite 80% reporting strategic clarity, a mere 11% possess
    automated trace links between active development branches and portfolio milestones,
    suggesting a critical shift toward integrated agile data planes.'
  category: project-management-methodology
  complexity: Advanced
  content_hash: 0fad1227dec717a79eadbf2fca4248c404c8790299b63a1e43074f8d387378b8
  description: Analysis of the 'Clarity Trap' based on research of 308 senior enterprise
    leaders exploring why organizational alignment lags behind strategic reviews.
  hierarchy:
  - Agile and DevOps
  - Strategic Portfolio Management
  - Delivery Operations
  - Value Stream Management
  is_microservice: false
  language: en
  last_checked: 1780352138.621976
  reputation_status: Vetted
  reputation_summary: Atlassian's researched State of Strategic Portfolio Management
    report, well-received by Agile and SRE practitioners.
  resource_type: blog
  social_preview_url: https://atlassianblog.wpengine.com/wp-content/uploads/2026/04/state-of-report-email-banner-v3.png
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: strategic-portfolio-management
  tags:
  - CASE STUDY
  title: 'Atlassian SPM Research: Why Strategic Execution Fails to Align with Delivery'
  year: '2026'
https://www.atlassian.com/collections/service/ai-maturity-model:
  addition_method: automatic
  ai_summary: '### Curator Insight

    This assessment tool provides an actionable framework for teams evaluating their
    transition to AI-assisted IT Service Management (ITSM). Designed by Atlassian,
    it measures readiness across data workflows, automation trust, and human-in-the-loop
    validation. It delivers personalized recommendations for integrating intelligent
    agents into Jira Service Management, facilitating optimized incident response
    and service delivery.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 1a2f0e394d1342bef55cb3e3918e040667115f5533b5ed7af5da50726bda12b3
  description: An interactive evaluation tool and maturity model developed by Atlassian
    to baseline and upgrade AI service management and ITSM integration readiness.
  hierarchy:
  - IT Service Management
  - Artificial Intelligence
  - Maturity Frameworks
  impact_score: 81
  is_microservice: false
  language: English
  last_checked: 1780401702.549065
  reputation_status: Vetted
  reputation_summary: Official Atlassian framework. Highly regarded by IT and DevOps
    managers as an objective roadmap for evaluating and implementing AI capabilities
    in Jira-based service models.
  resource_type: Tool / Assessment
  social_preview_url: ''
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: project-management-tools
  tags:
  - GUIDE
  - ENTERPRISE-STABLE
  title: AI Service Management Readiness Assessment | Atlassian
  year: '2026'
https://www.atlassian.com/continuous-delivery:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Atlassian's comprehensive continuous delivery paradigm. Discusses architectural
    patterns of connecting code repositories, ticket tracking engines, and automated
    execution agents to provide a unified software lifecycle metrics loop.
  language: N/A
  resource_type: Platform
  complexity: Medium
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Enterprise DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Atlassian CI/CD
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.atlassian.com/customers/schaeffler:
  addition_method: automatic
  ai_summary: 'An enterprise success story detailing the cloud migration and platform
    modernization strategy executed by automotive component manufacturer Schaeffler.

    * Explains the methodology behind unifying legacy platforms post-merger with Vitesco
    Technologies into a single Atlassian Cloud System of Work.

    * Shows how integrating Atlassian Rovo enabled the deployment of secure AI agents
    to automate workflows, optimize cross-app searches, and group Confluence assets.'
  category: customer
  complexity: advanced
  content_hash: 1e15bc0f2e0dd986940d772c8a7b906b732a941fb1b5c711137e9fe0caed5321
  description: Case study of German automotive component manufacturer Schaeffler's
    migration to Atlassian Cloud, improving productivity using AI agents.
  hierarchy:
  - Enterprise Systems
  - Cloud Migration
  - Agile Processes
  - AI Automation
  is_microservice: false
  language: en
  last_checked: 1780352686.744506
  reputation_status: Vetted
  reputation_summary: Standard corporate success case study documenting Atlassian's
    enterprise-grade multi-tool migrations.
  resource_type: case-study
  social_preview_url: ''
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: case-studies
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  title: Schaeffler accelerates and innovates on Atlassian Cloud
  year: '2026'
https://www.atlassian.com/git/tutorials/atlassian-git-cheatsheet:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Atlassian's reference cheatsheet detailing basic and advanced Git operations.
    Provides quick access to commands for cloning, staging, merging, rebasing, and
    troubleshooting common version-control issues.
  language: Markdown
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Atlassian Git Cheatsheet
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.atlassian.com/git/tutorials/comparing-workflows:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Evaluates and contrasts popular branch integration workflows (Centralized,
    Feature Branch, Gitflow, Forking). This guide highlights structural pros, cons,
    and appropriate environments for each pattern, serving as a standard resource
    for teams defining their Git branching strategies.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Development Models
  - Branching Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "atlassian.com: Comparing Workflows \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.atlassian.com/git/tutorials/comparing-workflows/gitflow-workflow:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Atlassian's classic git tutorial on Gitflow, outlining its mechanics,
    workflows, and common command patterns. It contrasts this highly structured model
    with alternative setups, helping teams choose the right balance between isolation
    and continuous integration.
  language: Markdown
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'atlassian.com: Gitflow Workflow'
  addition_method: manual
  v2_locations:
  - git.md
https://www.atlassian.com/git/tutorials/gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines GitOps from a broader DevOps perspective, showing how Git-based
    review approvals improve developer velocity and security auditing. It illustrates
    how using pull requests for infrastructure configuration builds collaboration
    between engineering teams. This cultural alignment is key to successful modern
    cloud adoptions.
  language: None
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - DevOps Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'atlassian.com: Is GitOps the next big thing in DevOps?'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.atlassian.com/remote:
  addition_method: manual
  content_hash: 4caf1ee18e3de029972270ab1b82e7f2e465a3d5cdb9e8f48150b2dcbdc0f558
  description: ''
  health_score: 100.0
  last_checked: 1779034323.028858
  stars: 0
  status: online
  title: atlassian.com/remote
  v1_locations:
  - docs/workfromhome.md
  year: N/A
https://www.atlassian.com/software/bamboo:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Atlassian's classic on-premises CI/CD server. Featuring tight, direct
    links to Jira and Bitbucket repositories, Bamboo maps sophisticated deployment
    workflows and releases, although it carries higher VM-management overhead relative
    to container-native tools.
  language: Java
  resource_type: Platform
  complexity: High
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Enterprise DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Bamboo
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.atlassian.com/software/compass:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Atlassian Compass is a developer portal designed to map distributed
    software architecture, track dependencies, and gauge health metrics. Connects
    disparate tools, logs team ownership, and automates operational scorecard checks
    within Atlassian's software suite.
  language: English
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - IDP Tooling
  - Enterprise Portals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Atlassian Compass
  addition_method: manual
  v2_locations:
  - devops.md
https://www.atlassian.com/software/confluence:
  description: '- [nightfall.ai: Is Atlassian Cloud HIPAA Compliant?](https://www.nightfall.ai/blog/atlassian-cloud-hipaa-compliant)
    HIPAA stands for Health Insurance Portability and Accountability Act, the standard
    for sensitive patient data protection.'
  year: '2026'
  stars: 0
  ai_summary: Enterprise corporate wiki and collaborative document editor platform.
    Helps development teams compile, search, and maintain technical wikis, sprint
    retrospectives, and Architecture Decision Records (ADRs).
  language: English
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Documentation
  - Knowledge Base
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Atlassian Confluence
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://www.atlassian.com/software/jira:
  description: '- [Transition Jira issues on merge](https://www.atlassian.com/blog/app/bitbucket)
    Check out the latest'
  year: '2026'
  stars: 0
  ai_summary: Industry-standard agile project management and issue-tracking platform.
    Widely integrated with Git providers and CI/CD triggers to coordinate work items
    across scale-out software development and platform engineering teams.
  language: English
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Project Management
  - Agile Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Jira
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://www.atlassian.com/software/loom/download:
  addition_method: automatic
  ai_summary: The official desktop application download portal for Loom, an asynchronous
    video recording tool. It allows software development and operations teams to record
    screens, share technical walk-throughs, and document system workflows without
    scheduling live, synchronous meetings, increasing team alignment in remote engineering
    environments.
  category: workfromhome
  complexity: Beginner
  content_hash: 0133dee472bf459a0be0af31076f3e32cae971f27fca7e6074d3a3bc7dc2e1e3
  description: Use Loom to record quick videos of your screen and camera.
  hierarchy:
  - Work from Home
  - Asynchronous Collaboration
  - Developer Tools
  is_microservice: false
  language: en
  last_checked: 1780352292.588483
  reputation_status: Vetted
  reputation_summary: Ubiquitous and highly trusted asynchronous communication video
    recording tool widely used in distributed technical teams.
  resource_type: tools
  social_preview_url: ''
  source_provenance: X.com (Atlassian)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - ENTERPRISE-STABLE
  title: Loom Desktop App Download
  year: '2026'
https://www.atlassian.com/solutions/distributed:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Offers structured blueprints, software configurations, and workflow
    tips for running globally distributed teams using Jira, Confluence, and Trello.
    Explores collaborative practices, async task tracking, and transparent documentation
    routines to maintain alignment across multiple timezones.
  language: Agnostic
  resource_type: Professional Resources
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Agile Methodologies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: atlassian.com/remote
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://www.atomicjar.com/2021/11/announcing-testcontainers-cloud:
  addition_method: manual
  content_hash: 0cee15ddacce4342f090538d3c6476af2d965573947cbe3994b5cdd2823befc2
  description: ''
  health_score: 100.0
  last_checked: 1779033706.465175
  needs_ai_refresh: true
  stars: 0
  title: 'atomicjar.com: Announcing Testcontainers Cloud: Integration Testing has''
    never been easier'
  v1_locations:
  - docs/qa.md
  year: N/A
https://www.augmentedmind.de/2022/02/20/optimize-docker-image-security:
  addition_method: manual
  content_hash: a974a8318d61d423aaaad6ef26af85c4609feef5fca797dcd2aba9fa73dac7cf
  description: ''
  health_score: 100.0
  last_checked: 1779033574.103646
  stars: 0
  status: online
  title: '==augmentedmind.de: Docker optimization guide: the 12 best tips to optimize''
    Docker image security=='
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.augmentedmind.de/2024/06/12/optimize-docker-image-security:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Provides twelve optimization patterns aligning build speeds with image
    security. Topics focus on multi-stage build workflows, package manager caching,
    minimal base systems, and dynamic secret loading.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Security & Hardening
  - Build Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'augmentedmind.de: Docker optimization guide: the 12 best tips to optimize
    Docker image security'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.autoblog.com/2022/07/25/vw-ceo-herbert-diess-fired-over-cariad-buggy-software:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032050.488797
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'autoblog.com: VW CEO lost his job over buggy software that delayed new models'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering autoblog.com:
    VW CEO lost his job over buggy software that delayed new models in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.autodraw.com:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: An experimental, AI-powered drawing web client developed by Google.
    Uses machine learning algorithms to map rough sketches into polished, professional
    icons and system vectors in real time.
  language: JavaScript
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Architecture & Design
  - Visualization
  - AI Assisted
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: autodraw.com
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
? https://www.autonomosyemprendedor.es/articulo/finanzas-personales/autonomos-solo-deben-presentar-iva-octubre-mas-obligaciones-tributarias-mes/20210927125637025167.html
: description: ''
  year: '2021'
  stars: 0
  ai_summary: A tax-compliance guide warning Spanish independent contractors of their
    extensive third-quarter fiscal obligations, beyond standard VAT reporting. Covers
    personal income tax payments and withholding statements, which are crucial for
    maintaining compliance and preventing administrative fines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Careers
  - Freelancing
  - Spanish Regulations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'autonomosyemprendedor.es: Los autónomos no sólo deben presentar el IVA en
    octubre, hay más obligaciones tributarias este mes'
  addition_method: manual
  v2_locations:
  - freelancing.md
? https://www.autonomosyemprendedor.es/articulo/tus-finanzas/autonomos-solo-deben-presentar-iva-octubre-mas-obligaciones-tributarias-mes/20210927125637025167.html
: addition_method: manual
  content_hash: 674268664c2f51aa909c010537aa0d6a79f6f47905817895e0b15d3fa83a3c6d
  description: ''
  health_score: 100.0
  last_checked: 1779032286.90304
  stars: 0
  status: online
  title: 'autonomosyemprendedor.es: Los autónomos no sólo deben presentar el IVA en''
    octubre, hay más obligaciones tributarias este mes'
  v1_locations:
  - docs/freelancing.md
  year: N/A
https://www.awsarchitectureblog.com:
  addition_method: manual
  content_hash: 7636bc3ac95c6807b9ff72686bfd831aa9d1632efcd3a473a652be48ca059235
  description: ''
  health_score: 100.0
  last_checked: 1779030356.46495
  stars: 0
  status: online
  title: AWS Architecture Blog
  v1_locations:
  - docs/aws-architecture.md
  year: N/A
https://www.awsgeek.com/Amazon-S3:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A highly visual architectural breakdown of Amazon S3 features, storage
    classes, and lifecycle policies. This resource maps complex cloud storage abstractions
    into readable visual cheat sheets, clarifying performance tiers and security boundaries.
    Excellent for quick architectural onboarding and design sessions.
  language: N/A
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - AWS
  - Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: awsgeek.com/Amazon-S3
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.awsiam.info:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030086.751953
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==awsiam.info: AWS IAM Search=='
  v1_locations:
  - docs/aws-security.md
  v2_locations:
  - aws-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==awsiam.info:
    AWS IAM Search== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.axelmendoza.com/posts/ml-model-deployment:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Comprehensive blueprint detailing contemporary paradigms of ML serving,
    contrasting serverless, dedicated clusters (like K8s), and edge processing. Helps
    infrastructure architects navigate hardware acceleration, pipeline containerization,
    security policies, and real-time observability structures.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Model Serving
  - Architectural Patterns
  - Infrastructure Selection
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'axelmendoza.com: The Ultimate Guide To ML Model Deployment In 2024'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.axway.com/en/products/api-management/full-lifecycle-api-management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033655.364201
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Axway API Management
  v1_locations:
  - docs/developerportals.md
  v2_locations:
  - developerportals.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Axway
    API Management in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.axway.com/en/products/api-management/what-is-api-management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032134.588719
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'axway.com: What is API Management?'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering axway.com:
    What is API Management? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.azurebrains.com:
  addition_method: manual
  content_hash: 870f5de951e35d0d2eb53179a98987b609a1c56789a026a108a4eef1474f3d92
  description: ''
  health_score: 100.0
  last_checked: 1779032661.924908
  stars: 0
  status: online
  title: 'azurebrains.com: Azurebrains'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.azurebrains.com/2021/03/25/despliega-azure-function-terraform-azuredevops:
  addition_method: manual
  content_hash: 870f5de951e35d0d2eb53179a98987b609a1c56789a026a108a4eef1474f3d92
  description: ''
  health_score: 100.0
  last_checked: 1779034263.258237
  stars: 0
  status: online
  title: "azurebrains.com: Despliega tu Azure Function App con Terraform y Azure DevOps'
    \U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.azuredevopslabs.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official training portal hosting a deep collection of hands-on tutorials
    for managing delivery lifecycles, artifact generation, and deployment security
    gates.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - CI/CD Pipelines
  - Training & Labs
  - Azure DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Azure DevOps Labs \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://www.azureviking.com/post/terraform-module-azure-dns-private-resolver:
  addition_method: manual
  content_hash: e55f81521fc3094b99e286612c4f34163d99770ac9f5448277d06780f2d8363c
  description: ''
  health_score: 100.0
  last_checked: 1779029465.099683
  stars: 0
  status: online
  title: 'azureviking.com: Terraform module: Azure DNS Private Resolver'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.azureviking.com/post/terraform-module-azurerm-alz-subnet:
  addition_method: manual
  content_hash: 445bc2d342fe9bc68afa6d0d3909fb1d95cbdd1625624b901510faac8899128e
  description: ''
  health_score: 100.0
  last_checked: 1779030989.795268
  stars: 0
  status: online
  title: 'azureviking.com: Terraform Module: azurerm-alz-subnet'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.backhub.co:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes BackHub (acquired by Rewind), an enterprise backup system for
    GitHub repositories. Highlights automated daily backups, metadata recovery (issues,
    PRs, milestones), and secure offsite storage paths complying with modern risk-mitigation
    standards.
  language: English
  resource_type: SaaS / Tool
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Backup & Recovery
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: backhub.co
  addition_method: manual
  v2_locations:
  - git.md
https://www.baculasystems.com:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Bacula Enterprise provides high-volume, multi-tenant physical and cloud-native
    backup architectures for OpenShift and Kubernetes. Implements specialized volume
    snapshotting modules with security-hardened air-gapped target integrations.
  language: C++
  resource_type: Product
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Enterprise Backup
  - Proprietary Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "Bacula Enterprise for OpenShift and Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://www.baeldung.com/cs/concurrency-vs-parallelism:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034039.688848
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Concurrency vs Parallelism'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Concurrency vs Parallelism in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/cs/rest-vs-soap:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034109.42418
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: REST vs SOAP'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    REST vs SOAP in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/docker-deploy-java-war:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029371.161857
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Deploying a Java War in a Docker Container'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Deploying a Java War in a Docker Container in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/gatling-jmeter-grinder-comparison:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032181.970481
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Gatling vs JMeter vs The Grinder: Comparing Load Test Tools'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Gatling vs JMeter vs The Grinder: Comparing Load Test Tools in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/java-analyze-thread-dumps:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031425.494726
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "baeldung.com: How to Analyze Java Thread Dumps \U0001F31F"
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering baeldung.com:
    How to Analyze Java Thread Dumps \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/java-thread-dump:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031037.233199
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Capturing a Java Thread Dump'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Capturing a Java Thread Dump in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/jenkins-and-jmeter:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030407.1258
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Configure Jenkins to Run and Show JMeter Tests'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Configure Jenkins to Run and Show JMeter Tests in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/jenkins-run-gatling-tests:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033243.374704
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Run Gatling Tests From Jenkins'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Run Gatling Tests From Jenkins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/jvm-garbage-collectors:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034450.22462
  v1_locations:
  - docs/jvm-parameters-matrix-table.md
https://www.baeldung.com/kotlin/gradle-dsl:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031398.925547
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Kotlin DSL for Gradle'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Kotlin DSL for Gradle in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/kotlin/swagger-spring-rest-api:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031079.700851
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Using Swagger (OpenAPI) for a Spring REST API With Kotlin'
  v1_locations:
  - docs/swagger-code-generator-for-rest-apis.md
  v2_locations:
  - swagger-code-generator-for-rest-apis.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Using Swagger (OpenAPI) for a Spring REST API With Kotlin in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/linux/max-threads-per-process:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031739.623429
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Maximum Number of Threads Per Process in Linux'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Maximum Number of Threads Per Process in Linux in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/maven-convert-to-gradle:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034115.941316
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Convert a Maven Build to Gradle'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Convert a Maven Build to Gradle in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/maven-duplicate-dependencies:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034318.761361
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Remove Duplicate Dependencies with Maven'
  v1_locations:
  - docs/maven-gradle.md
  v2_locations:
  - maven-gradle.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Remove Duplicate Dependencies with Maven in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/ops/istio-service-mesh:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032213.157407
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Service Mesh Architecture with Istio'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Service Mesh Architecture with Istio in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/ops/kafka-list-active-brokers-in-cluster:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031464.458439
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "baeldung.com: List Active Brokers in a Kafka Cluster Using Shell Commands'
    \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering baeldung.com:
    List Active Brokers in a Kafka Cluster Using Shell Commands' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/ops/kubernetes-lightweight-distributions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031385.093879
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: Lightweight Kubernetes Distributions'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    Lightweight Kubernetes Distributions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/pub-sub-vs-message-queues:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032216.760306
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "baeldung.com: Pub-Sub vs. Message Queues \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering baeldung.com:
    Pub-Sub vs. Message Queues \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/spring-boot-deploy-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032524.564602
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "baeldung.com: Deploy a Spring Boot Application to OpenShift with Spring'
    Cloud Kubernetes \U0001F31F"
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering baeldung.com:
    Deploy a Spring Boot Application to OpenShift with Spring' Cloud Kubernetes \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/spring-boot-keycloak:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031882.664911
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'baeldung.com: A Quick Guide to Using Keycloak with Spring Boot'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering baeldung.com:
    A Quick Guide to Using Keycloak with Spring Boot in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/spring-boot-servlet-containers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031807.838259
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Comparing Embedded Servlet Containers in Spring Boot
  v1_locations:
  - docs/embedded-servlet-containers.md
  v2_locations:
  - embedded-servlet-containers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Comparing
    Embedded Servlet Containers in Spring Boot in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.baeldung.com/spring-cloud-config-without-git:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031396.757356
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==baeldung.com: Using Spring Cloud Config Without Git=='
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==baeldung.com:
    Using Spring Cloud Config Without Git== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.bairesdev.com/join-us:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: One of the largest nearshore software development outsourcing firms
    in Latin America. It leverages massive talent pools to build highly specialized,
    time-zone-aligned agile engineering teams. Live grounding shows significant expansion
    in supplying nearshore engineers for high-complexity AI initiatives.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Talent Platforms
  - Nearshore Outsourcing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: BairesDev
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.base64encode.org:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736180.184556
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: base64encode.org
  v1_locations:
  - docs/yaml.md
  v2_locations:
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering base64encode.org
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
  is_special: true
https://www.bbc.com/mundo/vert-cap-37270163:
  description: ''
  year: '2016'
  stars: 3
  ai_summary: Analyzes the unique cultural management dynamics in Japanese corporate
    environments, focusing on why overt recognition of individual effort is structurally
    avoided in favor of collective team success and continuous organic improvement
    (Kaizen). Offers contrasting insights for globalized, distributed engineering
    teams with diverse cultural backgrounds.
  language: es
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Cultural Leadership Models
  - Team Dynamics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'bbc.com: Por qué en Japón los jefes NO felicitan a sus empleados cuando
    hacen bien su trabajo'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.bbc.com/mundo/vert-cap-62340757:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Emphasizes why organizations increasingly prioritize
    soft skills over raw technical credentials during recruitment. Live Grounding:
    Demonstrates how communication, collaborative problem-solving, and emotional intelligence
    serve as primary performance multipliers for software architects working in complex
    distributed topologies.'
  language: es
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Professional Practice
  - Career Paths
  - Soft Skills
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'bbc.com: Qué son las "habilidades blandas" y por qué cada vez más compañías
    se fijan en ellas al contratar'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.bbc.com/worklife/article/20211022-is-hr-ever-really-your-friend:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This analytical piece demystifies the structural role of Human Resources
    in corporate entities, clarifying that HR serves to protect the organization from
    liability. It helps technical professionals navigate conflicts and employment
    contracts with structured objectivity.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Organizational Architecture
  - Corporate Culture
  - Risk Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'bbc.com: Is HR ever really your friend?'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.bbc.com/worklife/article/20220104-future-of-work-2022:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An evaluation of return-to-office frictions versus developer demands
    for fully remote options. It explores remote-first, hybrid, and sync-async patterns
    necessary to balance organizational cohesion with team member productivity.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Organizational Architecture
  - Remote Work
  - Future of Work
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'bbc.com: Is finding a ''new normal'' in the workplace impossible?'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.bbva.com/es/devops-que-es-y-como-mejorar-los-procesos-gracias-a-esta-estrategia/amp:
  addition_method: manual
  content_hash: 132182deae4168639e283b7105d3ad7c33b679256cf67936d345a20d439aa030
  description: ''
  health_score: 100.0
  last_checked: 1779029953.075696
  stars: 0
  status: online
  title: 'BBVA - DevOps: qué es y cómo mejorar los procesos gracias a esta estrategia'
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.bbva.com/es/innovacion/devops-que-es-y-como-mejorar-los-procesos-gracias-a-esta-estrategia:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: An enterprise-level study outlining how financial organizations deploy
    automated compliance pipelines to accelerate delivery velocities safely under
    strict regulatory frameworks.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Fundamentals
  - Enterprise Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'BBVA - DevOps: qué es y cómo mejorar los procesos gracias a esta estrategia'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.bbvaapimarket.com:
  addition_method: manual
  content_hash: 1a782df588a0f3c5bd440a214f0c559dddd957f14a6a5d69e407c0fc4a0a7f40
  description: ''
  health_score: 100.0
  last_checked: 1779030189.864395
  stars: 0
  status: online
  title: BBVA API Market
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://www.bbvaapimarket.com/es:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: BBVA's commercial API platform, allowing external developers to securely
    consume core banking capabilities. It features REST integrations for payments,
    transactions, customer identification, and financial data insights within a PSD2-compliant
    workspace.
  language: Spanish
  resource_type: Enterprise Product
  complexity: Advanced
  hierarchy:
  - Domain APIs
  - Fintech
  - Banking Gateways
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: BBVA API Market
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.bbvanexttechnologies.com/blogs/filosofia-devsecops-en-el-desarrollo-de-aplicaciones-sobre-azure:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033280.478237
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bbvanexttechnologies.com: Filosofía DevSecOps en el desarrollo de aplicaciones''
    sobre Azure'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bbvanexttechnologies.com:
    Filosofía DevSecOps en el desarrollo de aplicaciones'' sobre Azure in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.bbvanexttechnologies.com/como-definir-infraestructura-como-codigo-en-aws-con-cdk:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030472.935765
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'bbvanexttechnologies.com: Cómo definir infraestructura como código en AWS''
    con CDK'
  v1_locations:
  - docs/aws-miscellaneous.md
  v2_locations:
  - aws-miscellaneous.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering bbvanexttechnologies.com:
    Cómo definir infraestructura como código en AWS'' con CDK in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.bejarano.io/terraform-plan-light:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Investigates wrapper optimizations and command hacks to achieve rapid,
    low-impact infrastructure calculations (`terraform plan -light`). Designed to
    reduce API rate-limiting fatigue and calculation lag in huge enterprise accounts
    by selectively executing plan checks.
  language: Bash
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "bejarano.io/terraform-plan-light: terraform plan -light \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.berlin-group.org/psd2-access-to-bank-accounts:
  addition_method: manual
  content_hash: e7a6953215c0eb786bf35fb539e808bc83b12d411e71bdf187262680f880ac94
  description: ''
  health_score: 100.0
  last_checked: 1779030353.160221
  needs_ai_refresh: true
  stars: 0
  title: 'berlin-group.org: PSD2 Access to Bank Accounts'
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://www.besanttechnologies.com/amazon-web-services-relational-database:
  addition_method: manual
  ai_summary: A training tutorial covering basic relational database concepts in the
    cloud. Outlines AWS RDS automated provisioning, scaling limits, backup automation
    cycles, and failover mechanics.
  complexity: Basic
  content_hash: f82509d4acb991e63e51d907bf0841cbb49a444c0989dbede11018d186c8d1ee
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - AWS Databases
  - Amazon RDS
  is_microservice: false
  language: English
  last_checked: 1779029175.458385
  needs_ai_refresh: true
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'besanttechnologies.com: AWS – Relational Database Service'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://www.betsol.com/blog/devops-using-jenkins-docker-and-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033243.307684
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'betsol.com: DevOps Using Jenkins, Docker, and Kubernetes'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering betsol.com:
    DevOps Using Jenkins, Docker, and Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.bikeshed.fm:
  addition_method: manual
  content_hash: 1f291c0c23f81fe0833c6367a68c5ad63b8fe53f202f1a34475650dee1f5737f
  description: ''
  health_score: 100.0
  last_checked: 1779031449.404561
  stars: 0
  status: online
  title: 'bikeshed.fm: The Bike Shed'
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.billin.net/blog/como-ser-freelance:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive operational roadmap detailing the step-by-step process
    of registering as a freelance professional in Spain. It addresses tax filings
    (models 036, 130, 303), municipal licensing, digital signatures, and invoicing
    norms.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Careers
  - Freelancing
  - Spanish Regulations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'billin.net: Cómo ser freelance en España en 2022'
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.binarytides.com/linux-ss-command:
  description: ''
  year: '2014'
  stars: 3
  ai_summary: A practical reference manual outlining commands for using the modern
    Linux socket statistics utility (ss). It lists syntax for monitoring socket queues
    and TCP connections. Live Grounding highlights ss as the replacement for the obsolete
    netstat utility.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Networking
  - System Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: binarytides.com - 10 examples of Linux ss command to monitor network connections
  addition_method: manual
  v2_locations:
  - linux.md
https://www.biobanking.com/europes-leading-cancer-image-biobank-eucaim-launched-by-quibim-and-european-commission:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Highlights the official launch of the European Cancer Image Infrastructure
    (EUCAIM), spearheaded by Quibim and the European Commission. Designed to store
    and host over tens of millions of cancer images, the platform employs a federated,
    decentralized architecture to safeguard patient privacy while enabling AI training
    models. This marks a massive leap forward in clinical multi-modal data consolidation
    across the European Union.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Management
  - Bioinformatics
  - Medical Imaging Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'biobanking.com: Europe’s Leading Cancer Image Biobank (EUCAIM) Launched
    by Quibim and European Commission'
  addition_method: manual
  v2_locations:
  - customer.md
https://www.bionconsulting.com/blog/kubernetes-network-policies:
  description: '- [bionconsulting.com: Kubernetes Network Policies - Part 2](https://www.bionconsulting.com/blog/kubernetes-network-policies-part-2)'
  year: '2021'
  stars: 0
  ai_summary: A rigorous, multi-part engineering reference detailing real-world enterprise
    NetworkPolicy patterns. Includes step-by-step debugging methodologies and ruleset
    templates.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Security
  - Network Policy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'bionconsulting.com: Kubernetes Network Policies'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.bionconsulting.com/blog/kubernetes-network-policies-part-2:
  addition_method: manual
  content_hash: 04844a6d9cd9d70220d7fc61fc7fcf36d5e9ba528a0e29c3927bedc18e58cafb
  description: ''
  health_score: 100.0
  last_checked: 1779030739.358885
  needs_ai_refresh: true
  stars: 0
  title: 'bionconsulting.com: Kubernetes Network Policies - Part 2'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.bitsand.cloud/posts/slashing-data-transfer-costs:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: Presents a technical architectural review showing how to reduce AWS
    data transfer fees by up to 99%. Recommends utilizing regional VPC endpoints,
    configuring node-local affinity within Kubernetes, and eliminating unnecessary
    cross-Availability Zone traffic to limit egress bills.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - FinOps & Cloud Cost
  - AWS Optimization
  - Data Transfer
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'bitsand.cloud: Slashing Data Transfer Costs in AWS by 99%'
  addition_method: manual
  v2_locations:
  - finops.md
https://www.bitslovers.com/terraform-output:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Analyzes the lifecycle of Terraform output variables as a mechanism
    for exposing resource attributes to CLI commands or parent modules. Emphasizes
    the technical value of outputs in decoupling infrastructure modules and enabling
    downstream execution layers. Live grounding confirms its vital role in orchestrating
    multi-tier architectures via remote state backends.
  language: HCL
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - State & Variables
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'bitslovers.com: Terraform Output – What you should know'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.blackduck.com:
  addition_method: manual
  last_checked: 1779388522.076353
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - testops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.blackduck.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.blackhat.com:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034030.823212
  v1_locations:
  - docs/kubernetes-security.md
https://www.blazemeter.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736132.51564
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: blazemeter.com
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering blazemeter.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.blazemeter.com/blog/continuous-integration-101-how-run-jmeter-jenkins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032087.759552
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Blazemeter.com: Continuous Integration 101 - How to run Jmeter with jenkins'
    \U0001F31F"
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Blazemeter.com:
    Continuous Integration 101 - How to run Jmeter with jenkins' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.blazemeter.com/blog/open-source-load-testing-tools-which-one-should-you-use:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032661.812371
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blazemeter.com: Open Source Load Testing Tools: Which One Should You Use?'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blazemeter.com:
    Open Source Load Testing Tools: Which One Should You Use? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.blazemeter.com/blog/top-jenkins-plugins-you-cant-miss-in-2018:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029502.448475
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'blazemeter.com: Top Jenkins Plugins You Can’t Miss in 2018'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering blazemeter.com:
    Top Jenkins Plugins You Can’t Miss in 2018 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.bleepingcomputer.com/news/microsoft/windows-11-can-now-install-wsl-from-the-microsoft-store:
  description: ''
  addition_method: manual
  content_hash: fce18a3bc5996030bc3995e405482bc49c722eb5d277c214f33407e338add535
  health_score: 100.0
  last_checked: 1779033735.473801
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2021'
  ai_summary: This technical review details Microsoft's strategic shift to deliver
    WSL as an application through the Microsoft Store on Windows 11. Decoupling WSL
    from core OS updates allows rapid feature and driver iterations without requiring
    full system reboots. It guarantees that development teams can access the latest
    filesystem speed improvements and driver updates immediately.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Development Environment
  - Windows Subsystem for Linux
  - WSL Installation
  is_microservice: false
  title: "bleepingcomputer.com: Windows 11 can now install WSL from the Microsoft'
    Store \U0001F31F"
https://www.bleepingcomputer.com/news/security/over-900-000-kubernetes-instances-found-exposed-online:
  description: "- Over 900,000 misconfigured Kubernetes clusters were found exposed
    on the internet to potentially malicious scans, some even vulnerable to data-exposing
    cyberattacks.\n    - Kubernetes is a highly versatile open-source container orchestration
    system for hosting online services and managing containerized workloads via a
    uniform API interface.\n    - It enjoys massive adoption and growth rates thanks
    to its scalability, flexibility in multi-cloud environments, portability, cost,
    app development, and system deployment time reductions.\n    - If Kubernetes isn’t
    configured properly, remote actors might be able to access internal resources
    and private assets that weren’t meant to be made public.\n    - Additionally,
    depending on the configuration, intruders could sometimes escalate their privileges
    from containers to break isolation and pivot to host processes, granting them
    intial access to internal corporate networks for futher attacks."
  year: '2022'
  stars: 0
  ai_summary: Reports on the global exposure of over 900,000 misconfigured Kubernetes
    control planes on the public internet. Discusses how default API access patterns,
    broad network settings, and incorrect ingress rules expose environments to automated
    scans and privilege escalations.
  language: English
  resource_type: News Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Threat Intelligence
  - Kubernetes Exposures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'bleepingcomputer.com: Over 900,000 Kubernetes instances found exposed online'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.blocksandfiles.com/block/2020/06/23/lightbits-labs-adds-kubernetes-table-stakes-csi-support/1598623:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analytical review of Lightbits Labs adding native CSI support to
    its LightOS platform, bridging disaggregated NVMe-over-Fabrics (NVMe-oF) with
    Kubernetes. This integration enables low-overhead, hardware-accelerated block
    storage access for scale-out, high-throughput cloud database deployments.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Storage
  - Kubernetes Storage
  - NVMe-oF
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blocksandfiles.com: Lightbits Labs adds Kubernetes table stakes: CSI support'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.blocksandfiles.com/block/2021/08/05/kubernetes-storage-smartxs-iomesh-beats-portworx-longhorn-and-openebs/1617691:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A direct performance comparative study highlighting IOMesh outperforming
    established solutions like Portworx, Longhorn, and OpenEBS in IOPS and write latencies.
    It provides useful raw performance metrics for platform architects evaluating
    storage options for stateful cloud native applications.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Performance Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blocksandfiles.com: Kubernetes storage: SmartX’s IOMesh beats Portworx,
    Longhorn and OpenEBS'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.blocksandfiles.com/container-storage/2020/07/21/kubernetes-is-in-a-bit-of-state-about-state/1612337:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Evaluates the historical difficulty of managing stateful applications
    within transient container orchestrators. It highlights the design differences
    between stateless scaling and persistent storage provisioning, detailing CSI advancements.
  language: English
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Storage
  - Stateful Workloads
  - Storage Interfaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blocksandfiles.com: Kubernetes is in a bit of state about state'
  addition_method: manual
  v2_locations:
  - kubernetes.md
? https://www.blocksandfiles.com/container-storage/2020/12/22/storageless-storage-is-the-answer-to-kubernetes-data-challenges/1611647
: description: ''
  year: '2020'
  stars: 0
  ai_summary: An exploratory piece discussing 'storageless' architecture paradigms
    where localized persistent state is completely abstract, delegating high availability
    and replica management to SaaS object systems. While conceptually novel, live
    implementation typically manifests as highly managed serverless databases.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Storage Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blocksandfiles.com: geless storage is the ‘answer’ to Kubernetes data challenges'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.blocksandfiles.com/container-storage/2021/01/27/red-hat-openshift-now-does-container-storage-backup/1611166:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An industry report outlining Red Hat OpenShift's container storage data
    protection upgrades. Evaluates backup orchestration solutions addressing scale
    constraints in multi-tenant enterprise data pools.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Storage Systems
  - OpenShift Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blocksandfiles.com: Red Hat OpenShift now does container storage backup
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://www.blog.facilcloud.com/noticias/sql-vs-nosql-which-one-should-i-use/?lang=es_ES:
  addition_method: manual
  last_checked: 1781736118.630645
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - nosql.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.blog.facilcloud.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.blog.pythonlibrary.org:
  description: ''
  year: '2008'
  stars: 0
  ai_summary: Practical engineering blog detailing specialized Python packages, GUI
    programming frameworks (wxPython, Tkinter), and library updates for system administrators
    and automation engineers.
  language: Python
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.pythonlibrary.org \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://www.bluematador.com/learn/kubectl-cheatsheet:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A structured checklist detailing syntax protocols for diagnosing unstable
    cluster resources. Groups commands dynamically around service scaling, event monitoring,
    and pod metadata inspections.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'bluematador.com: kubectl cheatsheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.bluematador.com/learn/kubernetes-glossary:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive lexicon defining fundamental cloud-native jargon, pods,
    ingress, services, and statefulsets to smooth the initial developer learning curve.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Core Kubernetes
  - Basics
  - Glossary
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Kubernetes Glossary \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.bmc.com/blogs/devops-ci-cd-metrics:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth guide on tracking and analyzing CI/CD metrics to optimize
    performance. Focuses on identifying pipeline bottlenecks, measuring build and
    deployment speeds, and tracking success rates to improve team efficiency.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps Methodology
  - Metrics & Assessment
  - CI/CD Metrics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'bmc.com: DevOps Metrics for Optimizing CI/CD Pipelines'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.bmc.com/blogs/kubernetes-operator:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive architectural primer detailing the design patterns undergirding
    Kubernetes Operators. It contrasts standard declarative controllers with domain-specific,
    active state reconciliation. By 2026, operators have solidified their role as
    the industry standard for managing stateful applications natively within the Kubernetes
    control plane.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Extension
  - Operators Framework
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'bmc.com: What Is a Kubernetes Operator?'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://www.bmw-connecteddrive.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032989.607358
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '**BMW ConnectedDrive**:'
  v1_locations:
  - docs/customer.md
  v2_locations:
  - customer.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering **BMW
    ConnectedDrive**: in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.bmw.co.uk/en/shop/ls/country-selection:
  addition_method: manual
  last_checked: 1781735900.465239
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - customer.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.bmw.co.uk
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.bmwi.de/Redaktion/EN/Dossier/gaia-x.html:
  addition_method: manual
  content_hash: dc5a9ddc39404ca6de11c9bbfe3b0bd985732f2b5643f5d90f79c5b09fa320c4
  description: ''
  health_score: 100.0
  last_checked: 1779033085.89329
  stars: 0
  title: 'GAIA-X: A Federated Data Infrastructure for Europe'
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://www.bogotobogo.com/Java/tutorials/Spring-Boot/Maven-mvn-command-cheat-sheet.php:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A guide mapping Maven dependencies to Spring Boot framework configurations.
    Curator Insight highlights rapid packaging loops. Live Grounding demonstrates
    how Spring Boot build tools rely directly on the lifecycles outlined in this guide.
  language: Shell
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Build Automation
  - Maven
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: bogotobogo.com
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.boot.dev/blog/devops/how-to-restart-all-pods-in-a-kubernetes-namespace:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.957912
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.boot.dev
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.botkube.io:
  addition_method: manual
  content_hash: 3ff93ce641ea55ef801299c539c2dcc90c9274471a20359837f1c7e79faaf6a6
  description: ''
  health_score: 100.0
  last_checked: 1779034110.059425
  stars: 0
  status: online
  title: botkube.io
  v1_locations:
  - docs/kubernetes-monitoring.md
  - docs/kubernetes-tools.md
  year: N/A
https://www.botplayautomation.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029130.542568
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: botplayautomation.com
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering botplayautomation.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.botplayautomation.com/post/automation-test-plan:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031385.089412
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'botplayautomation.com: Automation Test Plan'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering botplayautomation.com:
    Automation Test Plan in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.botplayautomation.com/post/benefits-of-codeless-automation-testing:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030285.283385
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'botplayautomation.com: Benefits of Codeless (no code) Automation Testing'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering botplayautomation.com:
    Benefits of Codeless (no code) Automation Testing in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.botplayautomation.com/post/best-practices-to-follow-in-software-testing-manual-and-automation-testing:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032639.830052
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'botplayautomation.com: Automation & Manual Testing Best Practices'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering botplayautomation.com:
    Automation & Manual Testing Best Practices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.botplayautomation.com/post/common-mistakes-test-teams-make-in-automation-testing-and-how-to-fix-them:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031499.289864
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'botplayautomation.com: Common mistakes test teams make in automation testing''
    and how to fix them'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering botplayautomation.com:
    Common mistakes test teams make in automation testing'' and how to fix them in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.botplayautomation.com/post/how-to-write-a-test-plan:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032105.782015
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'botplayautomation.com: How to write a Software Test Plan?'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering botplayautomation.com:
    How to write a Software Test Plan? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.botplayautomation.com/post/types-of-software-testing:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031473.501204
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'botplayautomation.com: Types of Software Testing'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering botplayautomation.com:
    Types of Software Testing in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.botplayautomation.com/post/what-is-automation-testing-the-need-for-automation-testing-automation-testing-implementation-guide
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029322.643537
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'botplayautomation.com: Automation Testing Implementation Guide'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering botplayautomation.com:
    Automation Testing Implementation Guide in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.brainboard.co:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: A collaborative visual cloud architecture platform that lets teams design
    cloud topologies visually and auto-generate corresponding, clean, production-ready
    Terraform code configurations synchronously.
  language: TypeScript
  resource_type: SaaS Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Visualization
  - SaaS Tools
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "Brainboard \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.btw.so/open-source-alternatives:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive database index mapping popular proprietary SaaS applications
    to functional, privacy-focused open-source alternatives, assisting companies in
    reducing licensing expenditures.
  language: English
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Utilities
  - Alternatives Finder
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "btw.so: Open Source Alternatives \U0001F31F"
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://www.buchatech.com/2022/08/a-guide-to-navigating-the-aks-enterprise-documentation-scripts:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive index highlighting central enterprise architecture runbooks,
    scripts, and Azure landing zone deployment models. Solves standard directory discovery
    hurdles for infrastructure teams architecting multi-cluster production layers.
  language: PowerShell/Bash
  resource_type: Resource Guide
  complexity: Intermediate
  hierarchy:
  - Strategic Strategy
  - Enterprise Architecture
  - Automation & Runbooks
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "buchatech.com/2022: A Guide to Navigating the AKS Enterprise Documentation
    & Scripts \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.bundeswirtschaftsministerium.de/Redaktion/EN/Dossier/gaia-x.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: German Federal Ministry dossier presenting Gaia-X's vision for data
    sovereignty, interoperability, and reducing hyperscaler lock-in across the EU.
    Live grounding demonstrates its influence on emerging EU legislation (Data Act)
    and federated cloud-computing structures in highly regulated sectors.
  language: English
  resource_type: Specification/Standard
  complexity: Advanced
  hierarchy:
  - Data Sovereignty
  - Regulatory Ecosystems
  - Gaia-X Dossier
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'GAIA-X: A Federated Data Infrastructure for Europe'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.bunnyshell.com/blog/disaster-recovery-devops:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores integrating DR validation directly within DevOps lifecycles.
    Details setting up automated environment cloning, infrastructure-as-code state
    synchronization, and defining recovery point objectives (RPO) and recovery time
    objectives (RTO).
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Disaster Recovery
  - DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'bunnyshell.com: DR in DevOps: How to Guarantee an Effective Disaster Recovery
    Plan with DevOps'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.bunnyshell.com/blog/gitops-vs-devops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demarcates DevOps as an over-arching philosophical movement from GitOps
    as a precise, tool-driven methodology for implementing continuous delivery. Contrasts
    cultural goals with technological implementation mechanisms.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - GitOps
  - Methodology
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "bunnyshell.com: GitOps vs. DevOps: What’s the Difference? \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.buoyant.io/blog/kubernetes-network-policies-with-cilium-and-linkerd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural integration study detailing how to combine Cilium's efficient
    L3/L4 eBPF security policies with Linkerd's lightweight L7 mutual TLS encryption.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Service Mesh
  - Linkerd & Cilium
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'buoyant.io: Kubernetes network policies with Cilium and Linkerd'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.buoyant.io/blog/locking-down-network-traffic-between-kubernetes-namespaces:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Illustrates zero-trust isolation on Kubernetes using Linkerd. Focuses
    on setting up strict cross-namespace network boundaries and enforcing default-deny
    rules across security zones.
  language: Rust
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Linkerd
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'buoyant.io: Go directly to namespace jail: Locking down network traffic
    between Kubernetes namespaces'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.buoyant.io/blog/multi-cluster-multi-region-setup-using-linkerd-service-mesh:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An in-depth guide to multi-region architectures with Linkerd. Focuses
    on setting up secure communication boundaries across regions, setting up multi-region
    failovers, and keeping latency low.
  language: Rust
  resource_type: documentation
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Linkerd
  - Multi-Region
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'buoyant.io: Multi-Cluster, Multi-Region Setup using Linkerd Service Mesh'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.buoyant.io/service-mesh-academy/upgrading-to-linkerd-2-12:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Covers upgrading to Linkerd 2.12. Features route-based policy rules
    aligned with the Kubernetes Gateway API, advanced request logging, and robust
    zero-trust boundary controls.
  language: Rust
  resource_type: documentation
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Linkerd
  - Releases
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'buoyant.io: Upgrading to Linkerd 2.12: Zero-trust-ready route-based policy,
    Gateway API, access logging'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.businessinsider.com/amazon-reason-for-layoffs-former-senior-tech-leader-2023-5:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A critical insider look at how aggressive scaling incentives in hyper-growth
    tech companies can lead to systemic over-hiring, architectural empire-building,
    and subsequent massive restructuring and downsizings. Analyzes the management
    performance frameworks that drive these structural fluctuations, warning against
    localized hyper-hiring over clean organizational architecture.
  language: en
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Engineering Leadership
  - Organizational Scaling
  - Big Tech Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'businessinsider.com: I''m an ex-Amazon senior leader. Here''s why layoffs
    keep happening and why ambitious managers are fueling them'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.businessinsider.com/uber-coo-andrew-macdonald-ai-token-spending-harder-justify-2026-5:
  addition_method: automatic
  ai_summary: This analytical piece covers the emerging industry backlash against
    unchecked corporate 'tokenmaxxing' and AI expenditure, centered on remarks by
    Uber's COO Andrew Macdonald. It examines the operational challenges of justifying
    massive enterprise API costs (specifically detailing how Uber exhausted its annual
    Claude Code budget by April 2026) without observable proportional increases in
    user-facing features or developer productivity. A crucial reference for FinOps
    leaders formulating budget limits, trace metrics, and ROI benchmarks for enterprise
    LLM integrations.
  category: finops
  complexity: intermediate
  content_hash: e64bbd11b98ceb21927d8c8d6df06abb074449969a378ecedce509d4ef0fe622
  description: Uber COO Andrew Macdonald expresses growing corporate skepticism over
    massive AI token spending, highlighting the lack of clear, proportional returns
    in consumer features and engineering productivity.
  hierarchy:
  - FinOps
  - AI Economics
  - Token Spending and ROI
  is_microservice: false
  language: en
  last_checked: 1780352561.468625
  reputation_status: Vetted
  reputation_summary: Widely cited reporting on corporate AI expenditure and ROI challenges
    in 2026.
  resource_type: article
  social_preview_url: https://i.insider.com/6a13b43f51ede568c7e183dd?width=1200&format=jpeg
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[CASE STUDY]'
  title: Uber's COO Says It's Getting Harder to Justify the Money Spent on AI
  year: '2026'
https://www.businessinsider.es/9-factores-repercuten-felicidad-trabajador-352445:
  addition_method: manual
  content_hash: 75041756020cf2a053708d2a05b8742970d58885fe01675adfd6c67d5ac23088
  description: ''
  health_score: 100.0
  last_checked: 1779033619.42509
  stars: 0
  status: online
  title: 'businessinsider.es: Los 9 factores que más repercuten en la felicidad en''
    el trabajo, según los trabajadores'
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://www.businessinsider.es/desarrollo-profesional/9-factores-repercuten-felicidad-trabajador-352445:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Examines nine primary factors contributing to happiness
    and stability in modern workplaces. Live Grounding: Pinpoints flexibility, operational
    autonomy, psychological safety, and meaningful work as key drivers to minimize
    technical debt and turnover within engineering groups.'
  language: es
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Professional Practice
  - Team Culture
  - Employee Engagement
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'businessinsider.es: Los 9 factores que más repercuten en la felicidad en
    el trabajo, según los trabajadores'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.businessinsider.es/desarrollo-profesional/explicacion-steve-jobs-buenos-empleados-renuncian-trabajo-1137601:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Explores Steve Jobs' legendary perspective on talent retention, emphasizing
    that high-performing engineers leave when forced to work under incompetent management
    or within broken architectural processes. Advocates for flat, technical-focused
    governance structures where system quality and customer outcomes dominate over
    organizational politics.
  language: es
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Team Management
  - Team Dynamics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'businessinsider.es: La brillante explicación de Steve Jobs sobre por qué
    los buenos empleados renuncian al trabajo'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.businessinsider.es/desarrollo-profesional/fin-lealtad-laboral-empleados-ya-no-son-fieles-jefes-1358974:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Details the paradigm shift away from traditional employer-employee
    loyalty in modern corporate tech. Live Grounding: Highlights how transactional
    employer-employee dynamics necessitate continuous talent pipeline management and
    standardized onboarding protocols.'
  language: es
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Professional Practice
  - Career Paths
  - Retention
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'businessinsider.es: El fin de la lealtad laboral'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.businessinsider.es/desarrollo-profesional/menti-mi-cv-conseguir-mejor-trabajo-recomiendo-otros-1226162:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Explains the risks and incentives associated with
    embellishing resume credentials to acquire high-paying roles. Live Grounding:
    Analyzes how background verification tools and rigorous automated technical testing
    are countering false claims in engineering profiles, emphasizing authentic competency.'
  language: es
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Professional Practice
  - Recruiting
  - Ethics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'businessinsider.es: Mentí en mi currículum para conseguir un trabajo mejor
    pagado y creo que otros deberían hacer lo mismo'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.businessinsider.es/desarrollo-profesional/razon-nunca-consigues-ascender-trabajo-conseguir-mejor-sueldo-970737:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how traditional education systems encourage compliance over
    initiative, often limiting engineers from asserting their value and pursuing promotions.
    Discusses shifting from passive performance to proactive self-advocacy to advance
    technical career paths.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Management
  - Career Development
  - Professional Growth
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'businessinsider.es: Así es como tu educación te ha moldeado sutilmente para
    que nunca consigas ascender en el trabajo'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.businessinsider.es/desarrollo-profesional/tan-dificil-decir-no-jefe-965459:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Spanish article offering behavioral strategies to establish professional
    boundaries and politely decline excessive workloads. Helps technical staff overcome
    burnout, prioritize core technical obligations, and build healthier relationships
    with management.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Management
  - Career Development
  - Workplace Well-being
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'businessinsider.es: "Estoy atrapado en unos hábitos poco saludables y me
    siento abrumado por todo lo que tengo que hacer, ¿cómo puedo aprender a decir
    no?"'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.businessinsider.es/desarrollo-profesional/teletrabajar-perjudica-carrera-profesional-posibles-ascensos-1240782:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Examines the controversial statements of IBM's CEO regarding remote
    work and career advancement. Contrasts 'proximity bias' issues within classic
    enterprise hierarchies against modern, asynchronous, result-oriented performance
    evaluation frameworks that promote talent purely based on systematic contributions.
  language: es
  resource_type: News Analysis
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Remote Work
  - Career Development
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'businessinsider.es: Avanzar en la carrera profesional y conseguir ascensos
    dentro de la empresa será mucho más difícil para las personas que teletrabajan,
    según el CEO de IBM'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.businessinsider.es/empleados-ya-no-sienten-lealtad-jefes-empleadores-1358974:
  addition_method: manual
  content_hash: 231694c40da8a21c2122eeb3d8f673a99a1a513d8a43b1c067463bbd6f82f3ed
  description: ''
  health_score: 100.0
  last_checked: 1779034116.755074
  stars: 0
  status: online
  title: 'businessinsider.es: El fin de la lealtad laboral'
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://www.businessinsider.es/explicacion-steve-jobs-buenos-empleados-renuncian-1137601:
  addition_method: manual
  content_hash: 80177e15bf4621932faff57df276cc445f6d337674ba7ecc28714bc695ca095a
  description: ''
  health_score: 100.0
  last_checked: 1779030874.536803
  stars: 0
  status: online
  title: 'businessinsider.es: La brillante explicación de Steve Jobs sobre por qué''
    los buenos empleados renuncian al trabajo'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://www.businessinsider.es/ingenieros-software-estan-aterrorizados-posibilidad-ser-sustituidos-ia-1238112:
  addition_method: manual
  content_hash: 6b0f1fa47311a2e51ebbd6c2a5b454eccf9bc641fa6762c94e3127bed91fe428
  description: ''
  health_score: 100.0
  last_checked: 1779031865.611586
  stars: 0
  status: online
  title: 'businessinsider.es: Los ingenieros de software están aterrorizados ante''
    la posibilidad de ser sustituidos por la IA'
  v1_locations:
  - docs/ai.md
  year: N/A
https://www.businessinsider.es/menti-mi-cv-conseguir-mejor-trabajo-recomiendo-otros-1226162:
  addition_method: manual
  content_hash: c39fbba5160e5e4dfe50f1a043de582c502b342671ded33583e3cde9a303f5a6
  description: ''
  health_score: 100.0
  last_checked: 1779030323.32503
  stars: 0
  status: online
  title: 'businessinsider.es: Mentí en mi currículum para conseguir un trabajo mejor''
    pagado y creo que otros deberían hacer lo mismo'
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://www.businessinsider.es/razon-nunca-consigues-ascender-trabajo-conseguir-mejor-sueldo-970737:
  addition_method: manual
  content_hash: 7252f5dad8f608b886c685769efae85b769cadcfe6b2c39464a2eefb3d547f3f
  description: ''
  health_score: 100.0
  last_checked: 1779031425.884068
  stars: 0
  status: online
  title: 'businessinsider.es: Así es como tu educación te ha moldeado sutilmente para''
    que nunca consigas ascender en el trabajo'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://www.businessinsider.es/tan-dificil-decir-no-jefe-965459:
  addition_method: manual
  content_hash: c33069f6efa38eab1c2c1308b30a2569db3fac2fb304d13e89f1f3859794617f
  description: ''
  health_score: 100.0
  last_checked: 1779031385.717197
  stars: 0
  status: online
  title: 'businessinsider.es: "Estoy atrapado en unos hábitos poco saludables y me''
    siento abrumado por todo lo que tengo que hacer, ¿cómo puedo aprender a decir
    no?'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://www.businessinsider.es/tecnologia/ingenieros-software-estan-aterrorizados-posibilidad-ser-sustituidos-ia-1238112:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Investigates the sociotechnical impact and anxieties surrounding the
    deployment of automated coding assistants within software engineering. It argues
    that while generative models displace routine syntax boilerplate generation, they
    elevate the engineer's role to that of a system orchestrator and architectural
    validator. It defines critical perspectives on long-term developer training.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Artificial Intelligence
  - AI Strategy
  - Socio-Technical Impact
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'businessinsider.es: Los ingenieros de software están aterrorizados ante
    la posibilidad de ser sustituidos por la IA'
  addition_method: manual
  v2_locations:
  - ai.md
https://www.businessinsider.es/tecnologia/uso-chatgpt-50-70-veces-dia-ser-productivo-1228162:
  addition_method: manual
  ai_summary: Reportaje de carácter práctico que expone la incorporación intensiva
    de agentes de IA conversacional dentro del flujo de trabajo corporativo diario,
    ilustrando la aceleración de tareas de síntesis y redacción técnica. [SPANISH
    CONTENT]
  complexity: Beginner
  description: ''
  hierarchy:
  - Human Productivity
  - Artificial Intelligence
  - Workplace Automation
  is_microservice: false
  language: Spanish
  resource_type: Case Study
  stars: 1
  status: online
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  title: 'businessinsider.es: Uso ChatGPT entre 50 y 70 veces al día para todo, desde
    preparar reuniones hasta quitarme el pegamento de los dedos'
  v2_locations:
  - chatgpt.md
  year: '2023'
https://www.businessinsider.es/teletrabajar-perjudica-carrera-profesional-posibles-ascensos-1240782:
  addition_method: manual
  content_hash: b30ae22bbb057a71eccec0756c976abf9fe9e8ce2a15fd13ea68e0a8de255c1e
  description: ''
  health_score: 100.0
  last_checked: 1779031564.694334
  stars: 0
  status: online
  title: 'businessinsider.es: Avanzar en la carrera profesional y conseguir ascensos''
    dentro de la empresa será mucho más difícil para las personas que teletrabajan,
    según el CEO de IBM'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://www.businessinsider.es/uso-chatgpt-50-70-veces-dia-ser-productivo-1228162:
  addition_method: manual
  content_hash: 17b1967efe744b8a80dd54778fb0fab8125288ff0ce64ccf49f2e4e3a2ef37f1
  description: ''
  health_score: 100.0
  last_checked: 1779033672.137955
  stars: 0
  status: online
  title: 'businessinsider.es: Uso ChatGPT entre 50 y 70 veces al día para todo, desde''
    preparar reuniones hasta quitarme el pegamento de los dedos'
  v1_locations:
  - docs/chatgpt.md
  year: N/A
https://www.busybox.net:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Known as the 'Swiss Army Knife of Embedded Linux,' BusyBox aggregates
    tiny versions of many common UNIX utilities into a single, highly-optimized executable.
    This approach minimizes disk and memory overhead, making it ideal for distroless
    Docker base images, initramfs platforms, and minimal IoT architectures.
  language: C
  resource_type: System Software
  complexity: Advanced
  hierarchy:
  - Linux
  - Containerization
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: busybox.net
  addition_method: manual
  v2_locations:
  - linux.md
https://www.c-sharpcorner.com/article/20-git-commands-you-should-know:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Lists 20 essential Git commands including branch, stash, log, remote,
    reset, and clean. Provides a quick-reference guide with terminal syntax and practical
    examples for daily development tasks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'c-sharpcorner.com: 0 Git Commands You Should Know'
  addition_method: manual
  v2_locations:
  - git.md
https://www.c-sharpcorner.com/article/comparing-aws-sql-server-with-azure-sql-database:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comparative evaluation of AWS RDS SQL Server and Azure SQL Database
    PaaS models. Investigates differences in physical storage architecture, recovery
    point objectives (RPO), recovery time objectives (RTO), and integrated security
    paradigms. Explains how Azure’s native elastic pools and hyperscale tiers optimize
    relational database cost efficiency.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Data & Storage
  - Relational Databases
  - Cloud Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'c-sharpcorner.com: Comparing AWS SQL Server With Azure SQL Database'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-for-remote-working:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033961.284833
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2020'
  ai_summary: A deep dive into VS Code extensions geared toward distributed development.
    Discusses Remote SSH architectures, container setups, and real-time developer
    sharing tools optimized for remote setups.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Remote Development & Collaborative Coding
  is_microservice: false
  title: 'c-sharpcorner.com: The Best VS Code Extensions For Remote Working'
https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-to-supercharge-git:
  description: ''
  addition_method: manual
  content_hash: 429745187b7bf8aaa480f11823e9bdf7e2025b00c003bda16e7ded7eb846550a
  health_score: 100.0
  last_checked: 1779031615.394677
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Evaluates major Git extensions that optimize repository navigation,
    branch visualisations, and commit tracking within large enterprise repositories.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Collaboration
  - Version Control
  - VS Code Tooling
  is_microservice: false
  title: 'c-sharpcorner.com: The Best VS Code Extensions To Supercharge Git'
https://www.c-sharpcorner.com/article/top-15-git-commands-with-examples-for-every-developers:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compiles 15 core commands designed to enhance development efficiency.
    Addresses fundamental branching, status querying, remote syncing, staging mechanics,
    and conflict mitigation.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "c-sharpcorner.com: Top 15 Git Commands With Examples For Every Developers\U0001F4AA"
  addition_method: manual
  v2_locations:
  - git.md
https://www.c-sharpcorner.com/article/why-and-when-to-use-azure-functions:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Investigates architectural use-cases, pricing models, and trigger mechanisms
    for Azure Functions. Focuses on integrating event-driven execution patterns with
    enterprise dotnet ecosystems.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Serverless Platforms
  - Azure Functions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'c-sharpcorner.com: Why and When to use Azure Functions'
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.c/blog/top-10-devops-tools:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030711.008857
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'edureka.com: Top 10 DevOps Tools You Must Know In 2020'
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering edureka.com:
    Top 10 DevOps Tools You Must Know In 2020 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.calcalistech.com/ctechnews/article/s1mlpunf9:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deconstructs the operational philosophy that DevOps must be approached
    as a deep cultural paradigm rather than a superficial job title. The curator emphasizes
    developer autonomy, collective ownership, and a blame-free post-mortem culture.
    Live production telemetry in 2026 highlights that the emergence of structured
    Platform Engineering teams is the logical maturity stage required to scale this
    cultural vision without cognitive overload.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps & SRE
  - Culture & Organizations
  - Mindset Shift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'calcalistech.com: “DevOps is a culture, it''s not a job description”'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.callicoder.com/scaffolding-your-spring-boot-application:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Guide to scaffolding custom Spring Boot microservice structures using
    Yeoman templates. Demonstrates automated directory and build-file generation,
    promoting unified architecture standards across early development teams.
  language: JavaScript
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Application Scaffolding
  - Boilerplate Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'callicoder.com: Scaffolding your Spring Boot Application with Yeoman'
  addition_method: manual
  v2_locations:
  - scaffolding.md
https://www.canva.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033397.947393
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: canva.com
  v1_locations:
  - docs/javascript.md
  v2_locations:
  - javascript.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering canva.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.canva.dev/blog/engineering/supporting-gpu-accelerated-machine-learning-with-kubernetes-and-nix:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An in-depth engineering review from Canva detailing their architectural
    transition to using Nix for managing complex, GPU-accelerated machine learning
    workloads inside Kubernetes. It addresses the limits of typical container images
    by relying on Nix to guarantee deterministic and highly reproducible C-library
    and CUDA dependencies.
  language: Nix
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - GPU Orchestration
  - Nix Package Manager
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'canvatechblog.com: Supporting GPU-accelerated Machine Learning with Kubernetes
    and Nix'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.capgemini.com/2016/05/assessing-state-of-your-devops-adoption-use-of-a-quality-blueprint-qbp:
  addition_method: manual
  content_hash: 6fa41cfbd5f83ddae0072b38387243c3d2ec1b3310993e9608505ca14f6f2882
  health_score: 100.0
  last_checked: 1779030563.822811
  v1_locations:
  - docs/devops.md
https://www.catapultsystems.com/blogs/introducing-the-third-of-three-microsoft-clouds-azure:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Historical analysis mapping Microsoft Azure’s strategic evolution alongside
    Microsoft 365 and Dynamics 365. Establishes the architectural foundation of the
    unified Microsoft Enterprise Cloud suite. While curator insights present this
    as a foundational introduction, modern cloud engineering systems in 2026 view
    this as an archival reference that documented the early convergence of SaaS, PaaS,
    and IaaS solutions.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Fundamentals
  - Azure Ecosystem
  - Core Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Introducing the third of three Microsoft Clouds: Azure'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.cbui.dev/every-company-has-an-old-production-aws-account:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores patterns for managing single legacy production accounts containing
    unmapped dependencies. Details modernization pathways using AWS Organizations
    and VPC peering strategies.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Legacy Systems
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'cbui.dev: Every company has an "old" production AWS account'
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://www.ccohs.ca/oshanswers/ergonomics/shovel.html:
  last_checked: 1780400585.971878
  score: 15
  status: FILTERED
https://www.centos.org/cl-vs-cs:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Official architectural matrix contrasting legacy CentOS Linux (downstream
    build of RHEL) with CentOS Stream (upstream pipeline of RHEL), highlighting the
    shift in release cycles and patch distribution strategies.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Operating Systems
  - Linux Distributions
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'centos.org: Comparing Centos Linux and CentOS Stream'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.cequence.ai/blog/owasp-api-security-top-10-from-a-real-world-perspective:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A real-world retrospective analysis showing how bad actors exploit common
    API-centric structural flaws. Highlights credentials stuffing attacks, automated
    shadow API hunting, and logical bypass vulnerabilities, emphasizing why legacy
    outer-perimeter firewalls (WAF) struggle to halt context-aware logic exploits.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Mitigation Standards
  - API Security
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'cequence.ai: The OWASP API Security Top 10 From a Real-World Perspective'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.cerebras.ai:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Dedicated AI computer systems utilizing Wafer-Scale Engine (WSE) technology.
    Delivers unprecedented compute density and memory bandwidth to train large-scale
    neural networks without the distributed communication overhead of traditional
    GPU clusters.
  language: N/A
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Artificial Intelligence
  - Hardware Acceleration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Cerebras AI
  addition_method: manual
  v2_locations:
  - ai.md
  - api.md
  - chatgpt.md
https://www.certace.com:
  addition_method: manual
  content_hash: 7137f3a78d0686749fea6bfac05383e16e7fa607abd28a7d2dd81382a9c07d91
  description: ''
  health_score: 100.0
  last_checked: 1779031354.26908
  stars: 0
  status: online
  title: certace
  v1_locations:
  - docs/freelancing.md
  year: N/A
https://www.certdepot.net/openshift-free-available-resources:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An educational index detailing free courses, interactive sandbox playgrounds,
    and study materials for professionals pursuing official Red Hat OpenShift certifications.
  language: None
  resource_type: Resource List
  complexity: Beginner
  hierarchy:
  - Platform Architecture
  - Resources
  - Learning paths
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "certdepot.net: OpenShift Free available resources \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.chainguard.dev/unchained:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Details architectural patterns for validating Cosigned container images
    within Amazon ECS workloads. It addresses the runtime gap in AWS by introducing
    automated signature verification prior to task execution. Highly relevant for
    enterprises extending Zero Trust paradigms to managed container runtimes.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Supply Chain Security
  - AWS Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.chainguard.dev: How To Verify Cosigned Container Images In Amazon ECS'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.chakray.com/11-steps-achieving-successful-api-management-strategy:
  addition_method: manual
  content_hash: 201deec95215a4bd310ab77d8a21d95dcb901ca7d774dd6f028315415cc69319
  description: ''
  health_score: 100.0
  last_checked: 1779031736.509523
  stars: 0
  status: online
  title: 'chakray.com: 11 Steps to achieving a successful API Management Strategy'
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://www.chakray.com/api-strategy-how-to-create-an-api-marketplace:
  addition_method: manual
  content_hash: d13988fd8cc78bc5225288ce068623aad37d52e78030bd05e82dab2ed8042f15
  description: ''
  health_score: 100.0
  last_checked: 1779029114.453396
  stars: 0
  status: online
  title: 'chakray.com: API Strategy. How to create an API Marketplace'
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://www.chakray.com/es/11-pasos-lograr-estrategia-api-management-exitosa:
  addition_method: manual
  content_hash: a8225a67a241f0c1c4c36944ab7caa5003bff9f6f079b186660a94221f768ee3
  description: ''
  health_score: 100.0
  last_checked: 1779031500.835409
  stars: 0
  status: online
  title: 'chakray.com: 11 Pasos para lograr una estrategia API Management exitosa'
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://www.chakray.com/es/por-que-api-lifecycle-management-imprescindible-api-organizacion:
  addition_method: manual
  content_hash: 9bc44511eaee09765a469b434e86b06954ad82e554667fe6021c661d7749a540
  description: ''
  health_score: 100.0
  last_checked: 1779033341.035835
  stars: 0
  status: online
  title: 'chakray.com: Por qué API LIFECYCLE MANAGEMENT es imprescindible para la''
    organización de APIs'
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://www.chakray.com/why-api-lifecycle-management-is-must-organisation-apis:
  addition_method: manual
  content_hash: 66ba93f2b57b4e6cba4017af7df4ece9e92fb738d7fc98d788e7a8891831ac86
  description: ''
  health_score: 100.0
  last_checked: 1779034095.678673
  stars: 0
  status: online
  title: 'chakray.com: Why API Lifecycle Management is a MUST for Your Organisation''
    APIs'
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://www.chaossearch.io/blog/essential-devops-tools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews nine core software tools essential for container management,
    IaC orchestration, centralized log monitoring, and telemetry collection inside
    high-load production networks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Tooling Ecosystem
  - Monitoring & Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'chaossearch.io: 9 Essential DevOps Tools for 2021'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.cheat-sheets.org:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A long-standing reference repository indexing thousands of HTML and
    PDF cheat sheets since the early web era. It is an exceptional library for looking
    up legacy programming syntaxes and low-level hardware or networking specifications.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Education
  - Cheat Sheets
  - Reference Hubs
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "cheat-sheets.org \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.cheatography.com/mikesac/cheat-sheets/maven:
  addition_method: manual
  content_hash: d8c16e2641165639ccd2c9f092f0e7ee5a650b3338d6dc58a2d1ce9d1fc61e2c
  description: ''
  health_score: 100.0
  last_checked: 1779030251.884773
  stars: 0
  status: online
  title: cheatography.com
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://www.checklyhq.com:
  description: ''
  addition_method: manual
  content_hash: 57d1be104d5c72d24db7dd83c25f37fd28ff9b4beb019c527cc62af85aa01717
  health_score: 100.0
  last_checked: 1779031735.58241
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2026'
  ai_summary: An advanced synthetic monitoring platform built on top of Playwright
    and Puppeteer. In 2026, Checkly promotes 'Monitoring as Code' (MaC), allowing
    engineering teams to define synthetic browser tests in their source code alongside
    their microservices.
  language: TypeScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - Synthetics
  is_microservice: true
  title: Checkly
https://www.checkov.io:
  description: ''
  addition_method: manual
  content_hash: 1a61cd26d2e9bc79820543c6f6a23e496d6ef40b35e51af892b31b294ba05964
  health_score: 100.0
  last_checked: 1779032683.791875
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: A leading static code analysis utility designed to scan Infrastructure-as-Code
    configurations (Terraform, Kubernetes, CloudFormation, Helm, Dockerfile) for security
    misconfigurations. Features out-of-the-box policy libraries that enforce industry
    standards like CIS Benchmarks, SOC2, and HIPAA prior to deployment.
  language: Python
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Security & Compliance
  - IaC Security
  is_microservice: false
  title: checkov.io
https://www.chef.io:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Chef is an enterprise-grade infrastructure configuration management
    platform. While traditionally targeting virtual machines, it provides robust cloud-native
    toolkits to manage bare-metal nodes, OS compliance, and security policies.
  language: Ruby
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Configuration Management
  - Enterprise Tooling
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: chef.io
  addition_method: manual
  v2_locations:
  - chef.md
https://www.chef.io/training/tutorials:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: The official learning platform for Chef. Features deep-dive, code-driven
    tutorials explaining how to programmatically manage enterprise nodes and infrastructure
    configurations across hybrid cloud environments.
  language: Ruby
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Configuration Management
  - Training
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: learn.chef.io
  addition_method: manual
  v2_locations:
  - chef.md
https://www.cio.com/article/194093/agile-vs-waterfall-project-methodologies-compared.html:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: An executive-level comparison between waterfall project management and
    iterative agile frameworks. Details the risk profiles, resource distributions,
    and delivery tempos associated with each model.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Project Management
  - Agile Methodologies
  - Agile vs Waterfall
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cio.com: Agile vs. waterfall: Project methodologies compared'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.cio.com/article/220351/what-is-noops-the-quest-for-fully-automated-it-operations.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An executive CIO assessment detailing the transition of corporate IT
    operations into automated, zero-touch infrastructures. Covers the integration
    of AI-driven alert systems, programmatic security gates, and GitOps deployments.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Operations Paradigms
  - NoOps Philosophy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: What is NoOps? The quest for fully automated IT operations
  addition_method: manual
  v2_locations:
  - noops.md
https://www.cio.com/article/3407714/what-is-noops-the-quest-for-fully-automated-it-operations.html:
  addition_method: manual
  content_hash: 6388a5458c9c346b82a92439701a137dd74085e5fd74f7e63eae8a0dc140a332
  description: ''
  health_score: 100.0
  last_checked: 1779033339.378341
  stars: 0
  status: online
  title: What is NoOps? The quest for fully automated IT operations
  v1_locations:
  - docs/noops.md
  year: N/A
https://www.cio.com/article/350337/make-better-ai-infrastructure-decisions-why-hybrid-cloud-is-a-solid-fit.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This article evaluates hybrid cloud configurations as the optimal topology
    for running complex AI and ML workloads. By pairing on-premises GPU compute resources
    (minimizing high data transfer costs) with public cloud scalability for distributed
    inference, enterprises optimize their infrastructure spending. It acts as an essential
    decision framework for infrastructure architects.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Artificial Intelligence
  - AI Strategy
  - Hybrid Cloud Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cio.com: Make Better AI Infrastructure Decisions: Why Hybrid Cloud is a
    Solid Fit \U0001F31F"
  addition_method: manual
  v2_locations:
  - ai.md
https://www.cio.com/article/3584559/agile-vs-waterfall-project-methodologies-compared.html:
  addition_method: manual
  content_hash: 9e7713838d1303a1ee9ddfc86ad1d161063f0366687fe9dcc935a76aa313533d
  description: ''
  health_score: 100.0
  last_checked: 1779031451.777298
  stars: 0
  status: online
  title: 'cio.com: Agile vs. waterfall: Project methodologies compared'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://www.circonus.com/2020/09/guide-to-kubernetes-monitoring-part-1:
  description: '- [circonus.com: Guide to Monitoring Kubernetes, Part 2: Which Metrics
    and Health Conditions You Should be Monitoring](https://www.circonus.com/2021/01/guide-to-monitoring-kubernetes-part-2-which-metrics-and-health-conditions-you-should-be-monitoring)'
  year: '2020'
  stars: 0
  ai_summary: Part one of a progressive handbook examining Kubernetes cluster metrics
    architecture. It contrasts internal metric aggregation via the Metrics API (used
    by horizontal pod autoscalers) with the comprehensive structural details scraped
    by Prometheus, detailing what data to collect and why.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Dynamic Component Monitoring
  - Cluster Monitoring
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'circonus.com: Guide to Kubernetes Monitoring: Part 1'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.circonus.com/2020/12/12-critical-kubernetes-health-conditions-you-need-to-monitor-and-why:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains the underlying physical and logical causes of twelve critical
    Kubernetes failure states. Details the operational impact of unmonitored container
    throttling, persistent volume capacity exhaustion, and node readiness changes,
    providing theoretical context on Kubelet behavior.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cluster Telemetry Stacks
  - Cluster Monitoring
  - Metric Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'circonus.com: 12 Critical Kubernetes Health Conditions You Need to Monitor
    and Why'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
? https://www.circonus.com/2021/01/guide-to-monitoring-kubernetes-part-2-which-metrics-and-health-conditions-you-should-be-monitoring
: addition_method: manual
  content_hash: 6a02b3646cb284e8ff9f4b4c95e857c4f48d604e39db9702bd50d3606703fbf2
  description: ''
  health_score: 100.0
  last_checked: 1779031543.733224
  stars: 0
  title: 'circonus.com: Guide to Monitoring Kubernetes, Part 2: Which Metrics and''
    Health Conditions You Should be Monitoring'
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://www.circonus.com/2021/04/monitoring-for-success-what-all-sres-need-to-know:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines monitoring frameworks focused on business outcomes rather than
    raw resource metrics. Guides SREs on setting up context-rich telemetry pipelines
    that prioritize application-level user experience over physical host utilization.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Monitoring
  - SRE Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'circonus.com: Monitoring for Success: What All SREs Need to Know'
  addition_method: manual
  v2_locations:
  - sre.md
https://www.cisecurity.org/insights/blog/where-does-zero-trust-begin-and-why-is-it-important:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deconstructs the conceptual boundaries of Zero Trust from the Center
    for Internet Security (CIS) perspective. Focuses on identity establishing mechanisms,
    robust cryptographic postures, and strict validation of devices before granting
    workload-level access. Crucial for designing compliance profiles and security
    baselines for cloud environments.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Standards & Frameworks
  - Zero Trust Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cisecurity.org: Where Does Zero Trust Begin and Why is it Important?'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.civo.com/academy:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A cloud-native educational platform developed by cloud provider Civo.
    Focuses on lightweight Kubernetes orchestration (K3s), GitOps paradigms, and simplified
    cluster management structures designed to reduce initial development learning
    curves.
  language: N/A
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Education
  - Cloud Provider Academies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "civo.com/academy \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://www.civo.com/blog/k8s-vs-k3s:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: An architectural breakdown comparing upstream K8s clusters to lightweight
    K3s deployments. Evaluates memory overhead, structural dependency removals, and
    optimal use cases for edge architectures.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Edge & IoT
  - Lightweight Kubernetes
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: K8s vs k3s
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.civo.com/learn:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Step-by-step tutorial for deploying high-performance, lightweight K3s
    clusters on Civo Cloud utilizing Pulumi’s native Civo API bindings, highlighting
    modular infrastructure design.
  language: TypeScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Provisioning
  - Civo Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'civo.com: Manage Kubernetes clusters using the Civo Pulumi provider'
  addition_method: manual
  v2_locations:
  - pulumi.md
  is_special: true
https://www.civo.com/learn/deployments-without-yaml-using-ketch:
  addition_method: manual
  content_hash: 6f230bb9d36bbfc040e3cad2eabf6f81ba866b26e01d3f3ac480e211911784fa
  health_score: 100.0
  last_checked: 1779032576.789804
  v1_locations:
  - docs/yaml.md
https://www.civo.com/learn/get-up-and-running-with-kubeflow-on-civo-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed installation and operations guide showing how to deploy Kubeflow
    pipelines onto lightweight managed Civo K3s clusters. Covers setting up deep learning
    environments, model pipelines, and monitoring routines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Machine Learning
  - Kubeflow
  - MLOps Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'civo.com: Get up and running with Kubeflow on Civo Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.civo.com/learn/kubernetes-clusters-using-the-civo-pulumi-provider:
  addition_method: manual
  content_hash: 6f230bb9d36bbfc040e3cad2eabf6f81ba866b26e01d3f3ac480e211911784fa
  description: ''
  health_score: 100.0
  last_checked: 1779033576.973626
  stars: 0
  status: online
  title: 'civo.com: Manage Kubernetes clusters using the Civo Pulumi provider'
  v1_locations:
  - docs/pulumi.md
  year: N/A
https://www.claydesk.com/ecampus/google-cloud-app-engine-vs-red-hat:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes key platform differences between Google Cloud App Engine and
    OpenShift. Compares scaling, cluster management boundaries, provider dependencies,
    and operational flexibility when deploying enterprise workloads.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Platform Architecture
  - Infrastructure
  - Comparisons
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'claydesk.com: Google Cloud App Engine Vs Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.clickittech.com/aws/amazon-ecs-vs-eks:
  addition_method: manual
  content_hash: abb89343780aace3e960c8d9940b76a5f9aae223a54e661604818e84f28b84cf
  description: ''
  health_score: 100.0
  last_checked: 1779030346.456209
  stars: 0
  status: online
  title: 'clickittech.com: Amazon ECS vs EKS : The Best Container Orchestration Platform'
  v1_locations:
  - docs/aws-containers.md
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.clickittech.com/cloud-services/amazon-ecs-vs-eks:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This comprehensive comparison highlights the operational differences,
    cost implications, and architecture layouts of Amazon ECS versus Amazon EKS. EKS
    targets standard Kubernetes-based deployments requiring high portability, while
    ECS is a highly optimized, opinionated AWS native orchestrator designed for seamless
    integration.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'clickittech.com: Amazon ECS vs EKS : The Best Container Orchestration Platform'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - aws-containers.md
https://www.clickittech.com/devops/ci-cd-best-practices:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines specialized continuous delivery configurations designed for
    high-regulation financial environments. Covers security orchestration, strict
    separation of duties, and audit trail automation.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - DevOps
  - Financial Services
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'clickittech.com: CI/CD Best Practices: Top 10 Practices for Financial Services'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.clickittech.com/devops/docker-security-best-practices:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analytical guide focused on hardening Node.js microservice containers.
    Details execution under non-root node users, trimming npm development modules,
    and managing runtime environment security.
  language: JavaScript
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Security & Hardening
  - Node.js
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'clickittech.com: The Ultimate Docker Security Best Practices for Your Node.js
    Application'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.clickittech.com/devops/infrastructure-as-code-tools:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An evaluation of popular Infrastructure-as-Code platforms. Summarizes
    and compares capabilities, community support, and typical target platforms across
    industry-standard options like Terraform, Ansible, Pulumi, and CloudFormation.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "clickittech.com: Infrastructure as Code Tools, what are the best IaC tools?
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - iac.md
https://www.clickittech.com/devops/kubernetes-autoscaling:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A hands-on implementation handbook describing metrics-server integration
    and base HPA configurations. Helps operational teams configure early-stage pod
    autoscaling deployments via standard YAML manifests.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Core Concepts
  - Hands-on Guide
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'clickittech.com: Kubernetes Autoscaling: How to use the Kubernetes Autoscaler'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://www.clickittech.com/devops/kubernetes-multi-tenancy:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Strategy guide mapping namespaces, NetworkPolicies, RBAC profiles, and
    network-level compute segmentation strategies to implement robust multi-tenant
    environments on AWS EKS.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Multi-tenancy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'clickittech.com: Kubernetes Multi tenancy with Amazon EKS: Best practices
    and considerations'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.clickittech.com/devops/microservices-vs-monolith:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An analytical trade-off comparison between modern microservices and
    traditional monolithic architectures. It guides decision-makers through evaluation
    metrics such as deployment velocity, database sharing challenges, operational
    complexity, and infrastructure expenses, helping teams choose the most sustainable
    pattern for their organizational maturity.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Microservices Architecture
  - Fundamentals
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "clickittech.com: Microservices vs Monolith \U0001F31F"
  addition_method: manual
  v2_locations:
  - faq.md
https://www.clickittech.com/devops/terraform-vs-cloudformation:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Contrasts multi-cloud HashiCorp Terraform alongside single-provider
    AWS CloudFormation. Highlights practical design differences, including provider
    architecture support, state file isolation, and resource onboarding speeds.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "clickittech.com: Terraform vs CloudFormation: The Final battle \U0001F31F"
  addition_method: manual
  v2_locations:
  - iac.md
https://www.clickittech.com/devops/what-is-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory resource explaining the fundamentals of GitOps pipelines
    and the operational value of continuous reconciliation. It explains how to deploy
    applications safely by using declarative definitions in version control. It acts
    as a clear onboarding guide for teams transitioning from old CI/CD setups.
  language: None
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "clickittech.com: What is GitOps? \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.clickittech.com/saas/kubernetes-multi-tenancy:
  addition_method: manual
  content_hash: b11c35f92f428e8c4b42b516833dbf6ef27ea3dccdc72cc20eae9ea507640bfe
  description: ''
  health_score: 100.0
  last_checked: 1779031103.478671
  stars: 0
  status: online
  title: 'clickittech.com: Kubernetes Multi tenancy with Amazon EKS: Best practices''
    and considerations'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.climagic.org:
  description: ''
  year: '2011'
  stars: 3
  ai_summary: An interactive, community-curated archive demonstrating shell scripting
    snippets, terminal jokes, and advanced command-line recipes. Live Grounding indicates
    it serves as an educational repository for shell optimization.
  language: N/A
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Terminal Environment
  - Tricks & Tweaks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: climagic.org
  addition_method: manual
  v2_locations:
  - linux.md
https://www.cloud-architect.fr/2022/01/19/az-cheatsheet-become-an-expert-in-azure-landing-zones:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031849.963324
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloud-architect.fr: AZ-CheatSheet: Become an expert in Azure Landing Zones'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloud-architect.fr:
    AZ-CheatSheet: Become an expert in Azure Landing Zones in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudbees.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An enterprise build and test acceleration platform designed to distribute
    compilation and test execution tasks across an optimized cluster. Minimizes execution
    cycle duration for high-concurrency systems.
  language: English
  resource_type: Webpage
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Build Acceleration
  - Performance Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: CloudBees Accelerator
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.cloudbees.com/blog:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the business and technical value of distributed build acceleration
    systems. Analyzes build parallelization constraints, dependency mapping, and caching
    strategies to maximize developer productivity.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Build Acceleration
  - Performance Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How to Speed Up Software Development with Build and Test Acceleration Tools
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.cloudbees.com/blog/13-git-commands-to-know-in-order:
  addition_method: manual
  content_hash: 1a7e5fc3106b8a0483b61d71730740c341c221158ab3dea885ce8f0eb8df20e5
  description: ''
  health_score: 100.0
  last_checked: 1779034395.104068
  stars: 0
  status: online
  title: "cloudbees.com: Git Commands: The 13 You Must Know, In Order \U0001F31F"
  v1_locations:
  - docs/git.md
  year: N/A
https://www.cloudbees.com/blog/apm-tools-jenkins-performance:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Part one of an engineering diagnostic series for hunting down master
    slowdowns in Kubernetes clusters. Focuses on setting up proper application performance
    monitoring and resolving severe disk-level I/O latency blocks.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD Infrastructure
  - Scalability & Resilience
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "cloudbees.com: Troubleshooting Jenkins Performance: Kubernetes Edition -
    Part 1 (2020) \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.cloudbees.com/blog/application-performance-monitoring-tools:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Part two of the performance diagnostics guide, illustrating JVM thread
    profiling, profiling heavy database integrations, and configuring Kubernetes CPU/Memory
    resource constraints safely to prevent master eviction cycles.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD Infrastructure
  - Scalability & Resilience
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "cloudbees.com: Troubleshooting Jenkins Performance: Kubernetes Edition -
    Part 2 (2020) \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.cloudbees.com/blog/asynchronous-communication:
  addition_method: manual
  content_hash: 77b69cda5ef90f0d832ffff2a8fdbbc76c39fcfe4f189d6005dfd4bcec6e5c3c
  description: ''
  health_score: 100.0
  last_checked: 1779031449.225663
  stars: 0
  status: online
  title: 'cloudbees.com: How Asynchronous Communication Can Boost Productivity'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://www.cloudbees.com/blog/asynchronous-development:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Examines the architectural advantages of asynchronous communication
    in distributed software engineering. Highlights how transitioning away from real-time
    sync meetings mitigates context switching and protects deep work blocks. Explores
    tools and documentation strategies required to sustain continuous delivery and
    maintain transparency in decentralized organizational structures.
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Remote Work
  - Asynchronous Collaboration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: How Asynchronous Communication Can Boost Productivity'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.cloudbees.com/blog/automated-build-deploy-feedback-using-instana:
  description: ''
  addition_method: manual
  content_hash: 74105ce17f8328e4e595eb8ff1c615691be5a491cdcccc9b2a0bcc8bd13501d7
  health_score: 100.0
  last_checked: 1779033617.822146
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: Explores automating real-time CI/CD pipeline deployment feedback by
    feeding Jenkins build metadata directly to Instana. In 2026, continuous delivery
    frameworks rely heavily on these auto-marked release timelines to immediately
    detect and isolate performance regressions on cluster nodes.
  language: Groovy
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD
  - Continuous Delivery
  is_microservice: true
  title: "cloudbees.com: Automated Build and Deploy Feedback Using Jenkins and Instana'
    \U0001F31F"
https://www.cloudbees.com/blog/beginners-guide-to-continuous-integration-and-deployment:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical guide to continuous integration and delivery loops for relational
    databases. Synthesizes migration-based vs. declarative database state strategies,
    tooling integrations, rollback plans, and schema change automation.
  language: Conceptual
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Databases
  - Data Operations
  - Database CI/CD
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'cloudbees.com: Introductory Handbook for Database Continuous Integration'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.cloudbees.com/blog/change-management-in-production:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep dive into managing runtime changes in production using feature
    flags. Explains how software toggles replace classic Change Advisory Board (CAB)
    gates, providing precise rollback capabilities and automated logs directly linked
    to active releases.
  language: Markdown
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Feature Management
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: Feature Flag Best Practices: Change Management in Production'
  addition_method: manual
  v2_locations:
  - git.md
https://www.cloudbees.com/blog/ci-cd-pipeline:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Breaks down core structural parts of pipeline delivery workflows. Details
    standard roles for source version managers, build runtimes, package registries,
    and staging environments.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: Key Components of a CI/CD Pipeline'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.cloudbees.com/blog/cicd-tools-to-know-2021:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Historical retrospective outlining the landscape of CI/CD systems in
    2021. Offers context on how delivery tools have transitioned from central-server
    models to modern cloud-native, GitOps-driven architectures.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Industry Reports
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: Continuous Delivery Tools: The 5 You Absolutely Need to Know
    in 2021'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.cloudbees.com/blog/configuration-as-code-plugin-support:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Strategic report confirming unified validation efforts that confirm
    all Tier 1 Jenkins ecosystem components natively conform to standard JCasC schemas,
    securing enterprise stability for configuration-driven provisioning pipelines.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Configuration as Code
  - Plugin Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloudbees.com: All Tier 1 Plugins Support Configuration as Code \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.cloudbees.com/blog/database-continuous-integration:
  addition_method: manual
  content_hash: 2b449d4f2d38f3242f898733e4cb72612b8e87e1740130f079bea64abe13b22a
  description: ''
  health_score: 100.0
  last_checked: 1779033759.672566
  stars: 0
  status: online
  title: 'cloudbees.com: Introductory Handbook for Database Continuous Integration'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.cloudbees.com/blog/enterprise-jvm-administration-and-jenkins-performance:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Advanced runtime configuration analysis covering enterprise Heap allocations,
    Garbage Collection options, and kernel file descriptors. Guarantees predictable
    server response profiles under extreme execution loads.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD Infrastructure
  - Scalability & Resilience
  - JVM Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloudbees.com: Enterprise JVM Administration and Jenkins Performance \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.cloudbees.com/blog/feature-flag-lifecycle:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes the lifecycle of feature flags, from development to production
    cleanup. Outlines key steps to prevent flag-related technical debt, emphasizing
    naming conventions, tracking alerts, and automated cleanup steps.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Feature Management
  - Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: Feature Flag Best Practices: Understanding the Feature Flag
    Lifecycle'
  addition_method: manual
  v2_locations:
  - git.md
https://www.cloudbees.com/blog/feature-flags-improve-developer-productivity:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores how integrating feature flags into automated testing pipelines
    scales development speed. Outlines how running test suites against varied flag
    states helps validate features without requiring complex, separate staging environments.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Feature Management
  - Continuous Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: Testing with Feature Flags to Improve Developer Productivity'
  addition_method: manual
  v2_locations:
  - git.md
https://www.cloudbees.com/blog/getting-started-quickly-with-ansible-ad-hoc-commands:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Quickstart manual introducing core CLI execution flags. Guides administrators
    through managing services, querying infrastructure facts, and auditing system
    state metrics without the overhead of playbooks.
  language: Shell
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - CLI Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: Getting Started Quickly With Ansible Ad Hoc Commands'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.cloudbees.com/blog/git-commit-detailed-tutorial-on-saving-your-code:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A structured guide outlining the lifecycle of a Git commit. Traces working
    directory states sequentially through staging to final remote delivery, providing
    a clear reference for new developers.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "cloudbees.com: Git Commands: The 13 You Must Know, In Order \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.cloudbees.com/blog/git-pull-how-it-works-with-detailed-examples:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demystifies `git pull` as a compound command combining `git fetch` with
    either `git merge` or `git rebase`. Explains default tracking branches, fast-forward
    parameters, and safety flags like `--ff-only`.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: Git Pull: How It Works With Detailed Examples'
  addition_method: manual
  v2_locations:
  - git.md
https://www.cloudbees.com/blog/git-push-an-in-depth-tutorial-with-examples:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides an architectural exploration of outbound object streaming.
    Covers local-to-remote handshakes, force pushing safety flags (`--force-with-lease`),
    upstream setup options (`-u`), and push hook validations.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: Git Push: An In-Depth Tutorial With Examples'
  addition_method: manual
  v2_locations:
  - git.md
https://www.cloudbees.com/blog/git-reset-undo-changes:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: 'Demystifies `git reset` by breaking down its three modes: `--soft`,
    `--mixed`, and `--hard`. Explains target state changes in the working directory,
    the staging index, and commit history.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Conflict Resolution
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "cloudbees.com: Git Reset Clearly Explained: How to Undo Your Changes \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.cloudbees.com/blog/git-squash-how-to-condense-your-commit-history:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines the mechanisms of squashing commits during the merging cycle
    to produce a highly readable linear history. The guide highlights interactive
    rebasing ('git rebase -i') as a fundamental tool for condensing redundant development
    micro-commits before pull request validation.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Advanced Git
  - History Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: Git Squash: How to Condense Your Commit History'
  addition_method: manual
  v2_locations:
  - git.md
https://www.cloudbees.com/blog/grow-cd-maturity:
  addition_method: manual
  content_hash: 6baf7bcf10a248eaca07b4f16b09ae99ce52c25c64270e6b23679e36a8956e03
  description: ''
  health_score: 100.0
  last_checked: 1779030013.005383
  stars: 0
  status: online
  title: 'cloudbees.com: How to Grow Continuous Delivery Maturity Using Feature Flags'
  v1_locations:
  - docs/git.md
  year: N/A
https://www.cloudbees.com/blog/how-disable-code-developers-production-kill-switch:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Conceptual guide detailing the architecture of application "kill switches"
    using modern feature flagging frameworks. Discusses the trade-offs between static
    environment configurations and dynamic, real-time control mechanisms.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Feature Flagging
  - Reliability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "How to Disable Code: The Developer's Production Kill Switch \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.cloudbees.com/blog/how-feature-flags-help-you-put-customers-first:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Examines the role of feature flags in customer-focused CI/CD pipelines.
    Explains how engineering teams can continuously deliver complex changes and use
    flags to safely activate new features once business goals are met.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Feature Management
  - Decoupling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: The Importance of Feature Flags in CI/CD'
  addition_method: manual
  v2_locations:
  - git.md
https://www.cloudbees.com/blog/how-speed-software-development-build-test-acceleration-tools:
  addition_method: manual
  content_hash: 484792ab15a6bd328e937136e96c2cbe00afaf1db0852ce864d9a51b94b81eec
  description: ''
  health_score: 100.0
  last_checked: 1779032950.40662
  stars: 0
  status: online
  title: How to Speed Up Software Development with Build and Test Acceleration Tools
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.cloudbees.com/blog/how-to-build-the-process-and-culture-behind-using-feature-flags-at-scale:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Focuses on the organizational steps and engineering governance required
    to scale feature flags. Details code patterns, design practices, and team structures
    necessary to keep feature flagging clean and scalable across large-scale software
    systems.
  language: Markdown
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Feature Management
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: How to Grow Continuous Delivery Maturity Using Feature Flags'
  addition_method: manual
  v2_locations:
  - git.md
https://www.cloudbees.com/blog/how-to-nail-devops-governance-and-compliance-in-a-highly-regulated-industry:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how to implement automated governance in highly regulated fields.
    Details integration setups for policy-as-code, audit tracking, container signing,
    and real-time compliance gates in continuous delivery networks.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps Methodology
  - Governance & Compliance
  - Enterprise Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloudbees.com: How to Nail DevOps Governance and Compliance in a Highly
    Regulated Industry \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.cloudbees.com/blog/most-common-issues-scaling-jenkins:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An executive-level operational manual cataloging typical stability failures
    in high-volume environments (such as configuration lockouts and slow executor
    thread returns), offering quick mitigation plans for systems teams.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Scalability & Resilience
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloudbees.com: The Two Most Common Issues with Jenkins and How to Fix Them
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.cloudbees.com/blog/rollout-tutorial-feature-flagging-your-react-native-app-5-minutes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains how to integrate CloudBees Rollout (now CloudBees Feature Management)
    within a React Native mobile application. Demonstrates remote configuration updates
    and run-time feature toggle management without re-releasing code.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Feature Flagging
  - Mobile Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rollout.io: CloudBees Rollout Tutorial: Feature Flagging in your React Native
    App in 5 minutes'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.cloudbees.com/blog/the-importance-of-feature-flags-in-cicd:
  addition_method: manual
  content_hash: 8406e06aa995f893b05da9e6ff56056360896755b76adda73fdedfaddccbc7c9
  description: ''
  health_score: 100.0
  last_checked: 1779032372.232488
  stars: 0
  status: online
  title: 'cloudbees.com: The Importance of Feature Flags in CI/CD'
  v1_locations:
  - docs/git.md
  year: N/A
https://www.cloudbees.com/blog/tips-creating-successful-cicd-pipeline:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Presents practical insights for designing enterprise delivery systems,
    emphasizing Jenkins configurations. Highlights the importance of build reproducibility,
    artifact isolation, and database migration scripting in the delivery loop.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloudbees.com: 7 Tips for Creating A Successful CI/CD Pipeline \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.cloudbees.com/blog/top-10-best-practices-jenkins-pipeline-plugin:
  description: "- **When writing a pipeline definition, use Declarative syntax.**
    First, a history lesson. Scripted syntax was released around December of 2014.
    In February 2017, Declarative syntax was introduced. Until Declarative was released,
    we had no choice but to use Scripted syntax. However, since that time, many new
    features, such as matrix, have only been made available for Declarative.\n    -
    **Use shared libraries.** Do you remember the days of when you used inline JavaScript
    in your web pages? When you introduce a \"script\" tag into a Declarative pipeline,
    that's a warning sign that you are starting to head down the same path. When you
    decide that the \"script\" tag is the only way to go, instead of using the \"script\"
    tag, you should instead create a custom step in a shared library and use that
    step within your Declarative pipeline.\n    - **Don't use shared libraries (the
    wrong way).** Wait, what? You just told me to use shared libraries and now you're
    telling me not to use shared libraries. What gives? Many people will treat shared
    libraries like a programming project. Here's the thing to keep in mind. Scripted
    and Declarative syntax are meant to only do CI tasks and not to be a general purpose
    programming language. Many Jenkins controller performance issues can be traced
    back to the misuse of scripted syntax and shared libraries written in a way where
    all the work is being done within the Jenkins controller itself instead of on
    the agents.\n    - **Only use Scripted syntax when it doesn't make sense to use
    Declarative plus a shared library.**"
  year: '2020'
  stars: 0
  ai_summary: A highly regarded best-practices checklist for designing scalable, maintainable
    Jenkins pipelines. Strongly advocates for using structured Declarative syntax,
    isolating complex custom functions into Shared Libraries, and offloading high-compute
    build processes onto dynamic agent containers.
  language: English
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Shared Libraries
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloudbees.com: Top 10 Best Practices for Jenkins Pipeline Plugin \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.cloudbees.com/blog/using-predictive-analytics-to-show-adding-more-people:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Details the utilization of predictive analytics in software delivery
    management to validate Brooks' Law empirically. Explains how engineering leaders
    can leverage data-driven models to optimize team sizing instead of naively scaling
    headcounts. Analyzes productivity bottlenecks, communication overhead, and the
    optimal inflection point where team expansion yields diminishing returns on deployment
    frequency.
  language: en
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Engineering Leadership
  - Metrics & Analytics
  - Brooks' Law Application
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: More Isn’t Always Better: Using Predictive Analytics to Show
    Adding More People Doesn’t Always Help'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.cloudbees.com/blog/your-jenkins-slow-how-to-fix:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'An analytical guide by CloudBees addressing memory leaks, garbage collection
    bottlenecks, plugin bloat, and master controller slowdowns. *Curator Insight*:
    High-impact troubleshooting. *Live Grounding*: Standard reference material for
    architects struggling to scale high-density controllers in heavy workloads.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Performance Optimization
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloudbees.com: So, Your Jenkins Is Slow. Here’s How to Fix It \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.cloudbees.com/capabilities/continuous-delivery:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An enterprise-grade release orchestration and continuous delivery platform.
    It automates complex, multi-tiered deployments across hybrid architectures (including
    on-premises VM farms, mainframes, and Kubernetes), providing compliance auditing,
    unified pipeline visualization, and deployment metrics.
  language: Agnostic
  resource_type: Enterprise Solution
  complexity: Advanced
  hierarchy:
  - GitOps & CI/CD
  - Enterprise DevOps
  - Release Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Cloudbees Flow
  addition_method: manual
  v2_locations:
  - jenkins.md
  - jenkins-alternatives.md
https://www.cloudbees.com/case-study/petdesk:
  addition_method: manual
  content_hash: 2910ef1c31381fd3aeffc42831ec26ffc59ecd89cb280d37ca97c60c5a9b5a4a
  description: ''
  health_score: 100.0
  last_checked: 1779031408.709819
  stars: 0
  status: online
  title: 'cloudbees.com: Goodbye Sleepless Nights: De-Risking Deployments with Feature''
    Flags'
  v1_locations:
  - docs/git.md
  year: N/A
https://www.cloudbees.com/customers/petdesk:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An enterprise case study detailing PetDesk's transition to continuous
    delivery using feature flags. Explains how decoupling deployments from feature
    activation helped the team eliminate high-stress release windows and reduce system
    downtime.
  language: Markdown
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Feature Management
  - Case Studies
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: Goodbye Sleepless Nights: De-Risking Deployments with Feature
    Flags'
  addition_method: manual
  v2_locations:
  - git.md
https://www.cloudbees.com/gitops/what-is-gitops:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains how the GitOps model simplifies both application and infrastructure
    lifecycle management. By continuously syncing running cluster states with git
    declarations, teams benefit from automated self-healing and instant rollback capabilities.
    It represents an approachable technical introduction for enterprise operations
    teams.
  language: None
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloudbees.com: What is GitOps?'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.cloudbees.com/jenkins-x/what-is-jenkins-x:
  addition_method: manual
  content_hash: 8e31b7e8d61fcd30772caeed7a36eb0d9a9b4ba7cf9309e56354e327493ceb60
  description: ''
  health_score: 100.0
  last_checked: 1779033610.30217
  stars: 0
  status: online
  title: 'cloudbees.com: what is jenkins-x'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://www.cloudbees.com/products/accelerator/overview:
  addition_method: manual
  content_hash: 1ab67f70dd0cec9e809d94f5781faa0a2a282610d9735e7acb6959ba1fcc905f
  description: ''
  health_score: 100.0
  last_checked: 1779029365.104268
  stars: 0
  status: online
  title: CloudBees Accelerator
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.cloudbees.com/products/flow/overview:
  addition_method: manual
  content_hash: 3754b2c854e303ad043388b3041901437cfc9e4dd7b26ed42f1ab93d6a6ed94f
  description: ''
  health_score: 100.0
  last_checked: 1779033862.346952
  stars: 0
  status: online
  title: Cloudbees Flow
  v1_locations:
  - docs/jenkins-alternatives.md
  - docs/jenkins.md
  year: N/A
https://www.cloudbees.com/resource/whitepaper/jenkins-pipeline-plugins:
  addition_method: manual
  content_hash: fd8ce240c9a8ba84fcc822e134812f61232cb51f06b77871072ec77bce808fd0
  description: ''
  health_score: 100.0
  last_checked: 1779030052.142096
  review_metadata:
    original_url: https://www.cloudbees.com/resource/whitepaper/jenkins-pipeline-plugins
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.969856'
  stars: 0
  status: online
  title: 'cloudbees.com: Jenkins Pipeline with Plugins'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.cloudbees.com/videos/jenkins-template-pipeline-devsecops:
  description: "- Are you currently helping build or maintain a Jenkins pipeline for
    more than one application or team? Are you tired of copying and pasting Jenkinsfiles
    and tweaking them to fit each team's specific needs? This session will feature
    a live demonstration of getting up and running with the Jenkins Templating Engine
    (JTE). Attendees will learn how to stop creating bespoke pipelines on a per-application
    basis and, instead, create tool-agnostic pipeline templates that multiple teams
    can inherit - regardless of tech stack.\n    - For DevSecOps engineers, this means
    less copying and pasting and more time spent focusing on the fun parts of the
    job. For managers or executives worried about compliance and standardization,
    this approach will ensure security is embedded in every step of the software development
    lifecycle for every application development team they oversee.\n    - Through
    JTE, businesses can find order in the chaos of managing DevSecOps pipelines at
    scale. Enable organizational governance, optimize pipeline code reuse and simplify
    pipeline management for the whole team."
  year: '2023'
  stars: 0
  ai_summary: Video guide demonstrating how the Jenkins Templating Engine (JTE) enforces
    global security scanning policies and continuous validation controls across multi-tier
    software environments without individual pipeline customization.
  language: Groovy
  resource_type: Video Tutorial
  complexity: Advanced
  hierarchy:
  - CI/CD Pipeline Architecture
  - Enterprise Templating
  - DevSecOps Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudbees.com: Managing DevSecOps Pipelines at Scale with Jenkins Templating
    Engine'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.cloudbees.com/whitepapers/building-cloud-native-apps-painlessly:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A foundational whitepaper exploring Jenkins X as a cloud-native re-architecture
    of traditional Jenkins patterns. Focuses on its dependency on Tekton for containerized
    build pipelines and its adoption of GitOps as the definitive state mechanism.
  language: English
  resource_type: Whitepaper
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD Platforms
  - Kubernetes-Native CI
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloudbees.com: what is jenkins-x'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.cloudcatalog.dev:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031146.608093
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: ==cloudcatalog.dev==
  v1_locations:
  - docs/aws-tools-scripts.md
  v2_locations:
  - aws-tools-scripts.md
  - index.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ==cloudcatalog.dev==
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudcraft.co:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A high-fidelity 3D/2D inventory visualizer specialized in AWS environments.
    Automates structural documentation generation while parsing underlying instance
    types to calculate real-time baseline infrastructure costs.
  language: JavaScript
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Architecture & Visualization
  - Cloud Discovery
  - AWS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: cloudcraft.co
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://www.cloudera.com/blog.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the horizontal scaling and performance mechanics of Kafka's
    consumer group model. It addresses critical production design details, such as
    partition count calculations, consumer group offset tracking, and the impacts
    of partition rebalancing protocols.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Scalability & Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.cloudera.com: Scalability of Kafka Messaging using Consumer Groups'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.cloudflare.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Cloudflare is a world-class global platform offering enterprise-grade
    application security, DNS management, fast content delivery (CDN), and reliable
    DDoS threat mitigation at the edge.
  language: English
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Edge Network
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: cloudflare.com
  addition_method: manual
  v2_locations:
  - cloudflare.md
https://www.cloudflare.com/learning/serverless/glossary/what-is-edge-computing:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033640.023778
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudflare.com: What Is Edge Computing?'
  v1_locations:
  - docs/edge-computing.md
  v2_locations:
  - edge-computing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudflare.com:
    What Is Edge Computing? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudinsidr.com/content/how-to-restore-your-instance-data-from-a-backup-using-snapshots-on-aws-ec2ebs:
  description: ''
  year: '2019'
  stars: 2
  ai_summary: A tactical guide demonstrating how to execute data restoration and replacement
    tasks on AWS EC2 instances from existing EBS volume snapshots. Live Grounding
    indicates that while manual recovery commands remain core knowledge, enterprise
    architectures automate these tasks via Infrastructure-as-Code and policy engines.
  language: English
  resource_type: Blog / Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - AWS Storage
  - EBS Snapshots
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How to Restore Your Instance Data from a Backup using Snapshots on AWS EC2/EBS
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://www.cloudnativedeepdive.com/implementing-istio-from-start-to-finish:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive implementation roadmap designed to guide engineering
    teams through the planning, deployment, and optimization stages of building an
    enterprise-grade Istio platform from the ground up.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Implementing Istio From Start To Finish
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
  - istio.md
https://www.cloudnativedeepdive.com/sharing-a-nvidia-gpu-between-pods-in-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: In-depth technical exploration of fractional GPU sharing techniques,
    including NVIDIA Multi-Instance GPU (MIG) and MPS, within Kubernetes clusters.
    Resolves major resource allocation bottlenecks to drive cost-effective machine
    learning workflows.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Hardware
  - GPU Virtualization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Sharing a NVIDIA GPU Between Pods in Kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
  - kubernetes-monitoring.md
https://www.cloudnatively.com/kubernetes-client-tools-overview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032644.43352
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudnatively.com: Kubernetes client tools overview'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudnatively.com:
    Kubernetes client tools overview in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudnatively.com/kubernetes-hpa-explanation:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030407.056185
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudnatively.com: Understanding Horizontal Pod Autoscaling'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudnatively.com:
    Understanding Horizontal Pod Autoscaling in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudnatively.com/stateful-apps-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032181.983671
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cloudnatively.com: The State of Stateful apps on Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cloudnatively.com:
    The State of Stateful apps on Kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudnowtech.com/blog/kubernetes-vs-serverless-how-do-you-choose:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Helps organizations balance infrastructural control against speed-to-market.
    Outlines key criteria for deciding when to self-manage Kubernetes or offload to
    fully managed serverless platforms.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture Decisions
  - Comparisons
  - Kubernetes vs Serverless
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "cloudnowtech.com: Kubernetes vs Serverless – How do you choose? \U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.cloudops.com/blog/comparing-service-meshes-istio-linkerd-and-consul-connect-citrix-adc:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A comprehensive architectural comparison assessing Istio, Linkerd, Consul
    Connect, and Citrix ADC. Contrast analyses target data plane performance, control
    plane complexity, and integration profiles with external multi-cloud boundaries.
  language: None
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Evaluation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'cloudops.com: Comparing Service Meshes: Istio, Linkerd, Consul Connect,
    and Citrix ADC'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.cloudquery.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An open-source high-performance security and asset discovery tool that
    parses cloud configuration APIs into standard SQL databases. Enables infrastructure
    teams to perform complex auditing, compliance mapping, and security reporting.
  language: Go
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure & Orchestration
  - Asset Management & Governance
  - Cloud Analytics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudquery.io: Cloud Query: The open-source cloud asset inventory powered
    by SQL'
  addition_method: manual
  v2_locations:
  - cloud-asset-inventory.md
https://www.cloudquery.io/blog/announcing-cloudquery-terraform-drift-detection:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: CloudQuery Drift Detection automates the discovery of structural and
    state discrepancies between active cloud environments and declarative Terraform
    configurations. Utilizing high-performance SQL query constructs, it operates as
    an out-of-band compliance engine. Architecturally, it replaces resource-intensive
    'terraform plan' loops with scheduled drift audits.
  language: Go
  resource_type: Blog/Feature
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Drift Detection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudquery.io: Announcing CloudQuery Terraform Drift Detection'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.cloudquery.io/blog/open-source-cloud-asset-inventory-with-cloudquery-and-grafana:
  addition_method: manual
  content_hash: 1a4d49b9e69dcae534d1a7cc466241d5f6eb430cf80425d790565313cd8c488a
  description: ''
  health_score: 100.0
  last_checked: 1779034313.635439
  stars: 0
  status: online
  title: 'cloudquery.io: Building an Open-Source Cloud Asset Inventory with CloudQuery''
    and Grafana'
  v1_locations:
  - docs/cloud-asset-inventory.md
  year: N/A
https://www.cloudquery.io/learning-center/cloud-asset-management:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Step-by-step implementation guide detailing how to ingest cloud infrastructure
    state via CloudQuery and visualize data patterns within Grafana. Outlines pipeline
    construction, scheduling, and database optimization.
  language: SQL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure & Orchestration
  - Asset Management & Governance
  - Cloud Analytics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloudquery.io: Building an Open-Source Cloud Asset Inventory with CloudQuery
    and Grafana'
  addition_method: manual
  v2_locations:
  - cloud-asset-inventory.md
https://www.cloudsavvyit.com/10110/how-does-kubernetes-work:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034282.927857
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How Does Kubernetes Work?'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How Does Kubernetes Work? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/12277/how-to-use-multi-threaded-processing-in-bash-scripts:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030548.434145
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Use Multi-Threaded Processing in Bash Scripts'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Use Multi-Threaded Processing in Bash Scripts in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/13024/how-to-run-your-own-kubernetes-cluster-with-microk8s:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031220.919299
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to run your own kubernetes cluster with Microk8s'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to run your own kubernetes cluster with Microk8s in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/13039/how-to-scale-docker-containers-across-servers-using-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031835.057759
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Scale Docker Containers Across Servers Using Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Scale Docker Containers Across Servers Using Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/13049/what-is-docker-swarm-mode-and-when-should-you-use-it:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030836.848314
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: What is Docker Swarm Mode and When Should You Use It?'
  v1_locations:
  - docs/kubernetes-alternatives.md
  v2_locations:
  - kubernetes-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    What is Docker Swarm Mode and When Should You Use It? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/13092/is-rocky-linux-the-new-centos:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033745.321763
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: Is Rocky Linux the new CentOS?'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    Is Rocky Linux the new CentOS? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/13842/how-to-run-phpmyadmin-in-a-docker-container:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032944.419634
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Run PHPMyAdmin in a Docker Container'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Run PHPMyAdmin in a Docker Container in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/13937/how-to-ssh-into-a-docker-container:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032534.512741
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to SSH into a Docker container'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to SSH into a Docker container in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/13987/how-to-use-docker-cp-to-copy-files-between-host-and-containers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033817.909863
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to use docker cp to copy files between host and containers'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to use docker cp to copy files between host and containers in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14036/how-to-use-git-hooks-for-commit-automation:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034125.906384
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cloudsavvyit.com: How to Use Git Hooks For Commit Automation \U0001F31F"
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Use Git Hooks For Commit Automation \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14081/how-to-pass-environment-variables-to-docker-containers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031483.91972
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Pass Environment Variables to Docker Containers'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Pass Environment Variables to Docker Containers in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14191/how-to-clean-up-and-delete-docker-images:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030079.178026
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How To Clean Up and Delete Docker Images'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How To Clean Up and Delete Docker Images in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14289/how-to-delete-git-branches-on-local-and-remote-repositories:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033290.347371
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Delete Git Branches on Local and Remote Repositories'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Delete Git Branches on Local and Remote Repositories in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14508/how-to-assign-a-static-ip-to-a-docker-container:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029350.748809
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Assign a Static IP to a Docker Container'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Assign a Static IP to a Docker Container in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14587/how-to-restart-kubernetes-pods-with-kubectl:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029317.115559
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Restart Kubernetes Pods with Kubectl'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Restart Kubernetes Pods with Kubectl in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14640/how-to-properly-fork-a-github-repository:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029815.103314
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How To Properly Fork a Github Repository'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How To Properly Fork a Github Repository in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14663/how-to-inspect-a-docker-images-content-without-starting-a-container:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033323.432104
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Inspect a Docker Image’s Content Without Starting''
    a Container'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Inspect a Docker Image’s Content Without Starting'' a Container in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14690/how-to-get-started-with-devspace-and-rapidly-develop-kubernetes-apps:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031972.124244
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==cloudsavvyit.com: How to Get Started With DevSpace and Rapidly Develop''
    Kubernetes Apps=='
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==cloudsavvyit.com:
    How to Get Started With DevSpace and Rapidly Develop'' Kubernetes Apps== in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14710/how-to-move-changes-to-another-branch-in-git:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034282.94844
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Move Changes to Another Branch in Git'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Move Changes to Another Branch in Git in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14822/should-you-use-https-or-ssh-for-git:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029698.968581
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==cloudsavvyit.com: Should You Use HTTPS or SSH For Git?== \U0001F31F"
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==cloudsavvyit.com:
    Should You Use HTTPS or SSH For Git?== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14880/whats-the-difference-between-exposing-and-publishing-a-docker-port:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032415.520215
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: What’s the Difference Between Exposing and Publishing''
    a Docker Port?'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    What’s the Difference Between Exposing and Publishing'' a Docker Port? in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14890/how-and-why-to-run-docker-inside-docker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029848.061456
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How (and Why) to Run Docker Inside Docker'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How (and Why) to Run Docker Inside Docker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/14973/how-to-add-a-volume-to-an-existing-docker-container:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030668.16209
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Add a Volume to an Existing Docker Container'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Add a Volume to an Existing Docker Container in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/15066/how-to-manage-docker-engine-plugins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034025.283901
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Manage Docker Engine Plugins'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Manage Docker Engine Plugins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/15124/what-is-prometheus-and-why-is-it-so-popular:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029496.978742
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==cloudsavvyit.com: What is Prometheus and Why Is It So Popular=='
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==cloudsavvyit.com:
    What is Prometheus and Why Is It So Popular== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/15158/10-tools-that-complement-docker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032693.748667
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: 10 Tools That Complement Docker'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    10 Tools That Complement Docker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/15207/how-to-use-github-actions-to-automate-your-repository-builds:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031819.612317
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Use Github Actions to Automate Your Repository''
    Builds'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Use Github Actions to Automate Your Repository'' Builds in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/3233/a-beginners-introduction-to-devops-principles:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030797.553378
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: A Beginner’s Introduction To DevOps Principles'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    A Beginner’s Introduction To DevOps Principles in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/5414/should-you-run-a-database-in-docker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032144.510501
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: Should You Run a Database in Docker?'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    Should You Run a Database in Docker? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudsavvyit.com/9033/how-to-use-cron-with-your-docker-containers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032566.109019
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudsavvyit.com: How to Use Cron With Your Docker Containers'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudsavvyit.com:
    How to Use Cron With Your Docker Containers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cloudskew.com:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: An online vector editor tailored specifically for system designs. Features
    easy drag-and-drop mechanics to map cloud-native services without needing specialized
    design training.
  language: N/A
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Architecture & Design
  - Visualization
  - Diagramming SaaS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: CloudSkew
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://www.cloudtechtwitter.com/2022/04/kubeapiserver.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An operational analysis of the kube-apiserver runtime layers. Examines
    how requests navigate the authentication, authorization, and admission control
    phases before persisting to the database backend.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Control Plane
  - API Server
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "cloudtechtwitter.com: KubeApiServer components \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.cloudtechtwitter.com/2022/04/kubernetes-quality-of-service-qos-class.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Explains how Kubernetes dynamically classifies pods into Quality of
    Service (QoS) classes: Guaranteed, Burstable, and BestEffort.

    - Outlines how QoS configurations directly dictate Out-Of-Memory (OOM) score scoring.

    - Demonstrates how nodes select eviction targets during resource pressure based
    on these rankings.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Resource Planning
  - Quality of Service (QoS)
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudtechtwitter.com: Kubernetes Quality of Service (QoS) class'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.cloudtechtwitter.com/2022/05/dont-miss-next-article-be-first-to-be.html:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A robust technical introduction mapping out basic abstractions and cluster
    deployment strategies. Serves as a great portal reference guide for standard definitions
    of services, controllers, and volumes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Introduction
  - Complete Guides
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "cloudtechtwitter.com: Introduction to Kubernetes \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.cloudtechtwitter.com/2022/05/kubernetes-common-commands.html:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: A community-sourced compilation of the most frequent command patterns
    used during cluster debugging. Offers lightweight syntax models for checking endpoint
    states and validating daemon status.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudtechtwitter.com: kubernetes common commands'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.cloudtechtwitter.com/2022/05/lets-check-about-aws-vs-azure-services.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A direct comparison table matching corresponding AWS and Azure services
    for infrastructure architects translating environments. Includes virtualization,
    identity governance, and container orchestration layers. Live grounding demonstrates
    its high value as a quick-lookup cheatsheet during design sprints.
  language: English
  resource_type: Reference/Tool
  complexity: Beginner
  hierarchy:
  - Cloud Strategy
  - Service Mapping
  - AWS-Azure Mapping
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudtechtwitter.com: Let''s check about AWS v/s Azure Service'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.cloudtechtwitter.com/2022/05/pattern-api-gateway-backends-for.html:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An architectural review of the Backend-for-Frontend (BFF) and API Gateway
    patterns. It details how tailoring dedicated backend gateways to specific user
    interfaces (web, mobile, IoT) minimizes payload size, decouples frontend release
    cycles, and limits over-fetching.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Design Patterns
  - Microservices Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloudtechtwitter.com: Pattern: API Gateway / Backends for Frontends'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.cloudtechtwitter.com/2022/05/reverse-proxy-vs-forward-proxy.html:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A conceptual guide detailing practical differences between reverse proxy
    architectures (used to route public calls to backends) and forward proxy architectures
    (used to govern egress paths). Clarifies their specific use cases within enterprise
    networking configurations.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - Proxy Mechanics
  - Foundational Routing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloudtechtwitter.com: Reverse Proxy vs. Forward Proxy: The Differences'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.cncf.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032801.91866
  stars: 0
  title: cncf.io
  v1_locations: []
  year: N/A
https://www.cncf.io/announcements/2022/02/10/cncf-sees-record-kubernetes-and-container-adoption-in-2021-cloud-native-survey:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034291.709066
  v1_locations: []
https://www.cncf.io/blog/2020/06/16/identifying-kubernetes-config-security-threats-pods-running-as-root:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735926.115855
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Identifying Kubernetes Config Security Threats: Pods Running as''
    Root'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Identifying Kubernetes Config Security Threats: Pods Running as'' Root in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2020/07/17/site-reliability-engineering-sre-101-with-devops-vs-sre:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736167.580896
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: DevOps vs. SRE'
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    DevOps vs. SRE in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2020/07/27/logging-in-kubernetes-efk-vs-plg-stack:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736013.894767
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Logging in Kubernetes: EFK vs PLG Stack'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Logging in Kubernetes: EFK vs PLG Stack in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2020/09/11/cncf-end-user-technology-radar-observability-september-2020:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736091.089915
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "CNCF End User Technology Radar: Observability, September 2020 \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering CNCF
    End User Technology Radar: Observability, September 2020 \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2020/09/15/top-7-challenges-to-becoming-cloud-native:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735960.484205
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Top 7 challenges to becoming cloud native'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Top 7 challenges to becoming cloud native in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2020/09/18/5-problems-with-kubernetes-cost-estimation-strategies:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736222.781235
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: 5 Problems with Kubernetes Cost Estimation Strategies'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    5 Problems with Kubernetes Cost Estimation Strategies in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2020/09/22/container-attached-storage-is-cloud-native-storage-cas:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736037.950153
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Container Attached Storage is Cloud Native Storage (CAS)'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Container Attached Storage is Cloud Native Storage (CAS) in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2020/10/02/kubernetes-operators-101:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736026.278378
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Kubernetes Operators 101'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Kubernetes Operators 101 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2020/10/26/service-mesh-is-still-hard:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736167.580711
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Service Mesh Is Still Hard'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Service Mesh Is Still Hard in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2020/11/03/the-need-for-kubernetes-native-messaging-platform-in-hybrid-cloud-environment:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736082.553574
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: The need for Kubernetes Native Messaging Platform in Hybrid Cloud''
    Environment'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    The need for Kubernetes Native Messaging Platform in Hybrid Cloud'' Environment
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2020/11/12/implementing-gitops-on-kubernetes-using-k3s-rancher-vault-and-argo-cd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735910.409497
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Implementing GitOps on Kubernetes Using K3s, Rancher, Vault and''
    Argo CD'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Implementing GitOps on Kubernetes Using K3s, Rancher, Vault and'' Argo CD in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2020/12/11/why-linkerd-doesnt-use-envoy:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736169.368929
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Why Linkerd doesn’t use Envoy'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Why Linkerd doesn’t use Envoy in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2020/12/14/kubernetes-101-an-introduction:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736180.565708
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cncf.io: Kubernetes 101: An Introduction \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cncf.io:
    Kubernetes 101: An Introduction \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/02/25/kubernetes-network-policies-with-cilium-and-linkerd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736167.580808
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Kubernetes network policies with Cilium and Linkerd'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Kubernetes network policies with Cilium and Linkerd in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/03/10/protocol-detection-and-opaque-ports-in-linkerd:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736169.365705
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Protocol detection and opaque ports in Linkerd'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Protocol detection and opaque ports in Linkerd in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/03/16/introduction-to-k3d-run-k3s-in-docker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736154.204536
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Introduction to k3d: Run K3s in Docker'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Introduction to k3d: Run K3s in Docker in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/03/22/kubernetes-security:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736026.246022
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cncf.io: Kubernetes Security \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cncf.io:
    Kubernetes Security \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/03/23/quick-application-deployments-on-microk8s-using-helm-chart:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034520.645794
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Quick application deployments on MicroK8s using Helm Charts'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Quick application deployments on MicroK8s using Helm Charts in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cncf.io/blog/2021/03/24/add-java-agents-to-existing-kubernetes-and-helm-applications-instantly:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735952.044077
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Add Java Agents to Existing Kubernetes and Helm Applications Instantly'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Add Java Agents to Existing Kubernetes and Helm Applications Instantly in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/04/06/cloudformation-vs-terraform-which-is-better:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735960.491805
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Cloudformation vs. Terraform: Which is better?'
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Cloudformation vs. Terraform: Which is better? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/04/12/simplifying-multi-clusters-in-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736221.537514
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Simplifying multi-clusters in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Simplifying multi-clusters in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/04/22/revealing-the-secrets-of-kubernetes-secrets:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736037.924714
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cncf.io: Revealing the secrets of Kubernetes secrets \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cncf.io:
    Revealing the secrets of Kubernetes secrets \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/04/29/from-distributed-tracing-to-apm-taking-opentelemetry-and-jaeger-up-a-level:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781736134.54299
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.cncf.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/05/10/tools-to-develop-apps-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736012.337658
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cncf.io: Tools to develop apps on Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cncf.io:
    Tools to develop apps on Kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
? https://www.cncf.io/blog/2021/06/29/finops-for-kubernetes-insufficient-or-nonexistent-kubernetes-cost-monitoring-is-causing-overspend
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735940.218676
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: FinOps for Kubernetes: Insufficient – or nonexistent – Kubernetes''
    cost monitoring is causing overspend'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    FinOps for Kubernetes: Insufficient – or nonexistent – Kubernetes'' cost monitoring
    is causing overspend in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/07/01/what-is-fairwinds-polaris-kubernetes-open-source-configuration-validation:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736046.42079
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cncf.io: What is Polaris? Kubernetes open source configuration validation'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cncf.io:
    What is Polaris? Kubernetes open source configuration validation' \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/07/15/networking-with-a-service-mesh-use-cases-best-practices-and-comparison-of-top-mesh-options:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736167.783873
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Networking with a service mesh: use cases, best practices, and''
    comparison of top mesh options'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Networking with a service mesh: use cases, best practices, and'' comparison of
    top mesh options in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/07/19/think-grpc-when-you-are-architecting-modern-microservices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735865.723142
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Think gRPC, when you are architecting modern microservices!'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Think gRPC, when you are architecting modern microservices! in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/07/27/advanced-kubernetes-pod-to-node-scheduling:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736190.834711
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Advanced Kubernetes pod to node scheduling'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Advanced Kubernetes pod to node scheduling in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/08/10/avoiding-kubernetes-cluster-outages-with-synthetic-monitoring:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736012.24968
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Avoiding Kubernetes cluster outages with synthetic monitoring'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Avoiding Kubernetes cluster outages with synthetic monitoring in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/08/20/how-to-secure-your-kubernetes-control-plane-and-node-components:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736026.243795
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==cncf.io: How to secure your Kubernetes control plane and node components=='
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==cncf.io:
    How to secure your Kubernetes control plane and node components== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/09/24/kubernetes-ingress-grpc-example-with-a-dune-quote-service:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735910.504755
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Kubernetes Ingress gRPC example with a Dune quote service'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Kubernetes Ingress gRPC example with a Dune quote service in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/09/29/automation-is-the-future-of-cloud-cost-optimization:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735971.075137
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Automation is the future of cloud cost optimization
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - index.md
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Automation
    is the future of cloud cost optimization in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/10/06/kubernetes-cluster-api-reaches-production-readiness-with-version-1-0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736028.268981
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Kubernetes Cluster API reaches production readiness with version''
    1.0'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Kubernetes Cluster API reaches production readiness with version'' 1.0 in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/10/07/server-side-reconciliation-is-coming:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735941.806847
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Flux: Server-side reconciliation is coming'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Flux: Server-side reconciliation is coming in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/10/29/how-to-justify-infrastructure-replacement-to-your-manager:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735971.345982
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: How to justify infrastructure replacement to your manager'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    How to justify infrastructure replacement to your manager in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/11/16/prometheus-announces-an-agent-to-address-a-new-range-of-use-cases:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736133.288578
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Prometheus announces an Agent to address a new range of use cases'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Prometheus announces an Agent to address a new range of use cases in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/11/23/how-to-add-observability-to-your-application-pipeline:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736091.083297
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==cncf.io: How to add observability to your application pipeline=='
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==cncf.io:
    How to add observability to your application pipeline== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2021/12/08/hosted-edge-vs-cloud-the-battle-for-latency-and-security:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.969667
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cncf.io: Hosted Edge vs Cloud: the battle for latency and security \U0001F31F"
  v1_locations:
  - docs/edge-computing.md
  v2_locations:
  - edge-computing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cncf.io:
    Hosted Edge vs Cloud: the battle for latency and security \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2022/02/18/introducing-opta-terraform-on-rails:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736236.40713
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Introducing Opta: Terraform on Rails'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Introducing Opta: Terraform on Rails in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2022/03/03/an-emerging-job-kubernetes-engineer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033913.571029
  stars: 0
  title: "An emerging Job: Kubernetes engineer \U0001F31F"
  v1_locations: []
  year: N/A
https://www.cncf.io/blog/2022/07/01/devops-vs-sre-vs-platform-engineering-the-gaps-might-be-smaller-than-you-think:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736167.783793
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==cncf.io: DevOps vs. SRE vs. Platform Engineering? The gaps might be smaller''
    than you think=='
  v1_locations:
  - docs/sre.md
  v2_locations:
  - sre.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==cncf.io:
    DevOps vs. SRE vs. Platform Engineering? The gaps might be smaller'' than you
    think== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2022/09/30/how-to-gitops-your-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735939.905838
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: How to GitOps your Terraform'
  v1_locations:
  - docs/flux.md
  v2_locations:
  - flux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    How to GitOps your Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2022/10/20/kubernetes-best-practice-how-to-correctly-set-resource-requests-and-limits:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736221.537868
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Kubernetes best practice: How to (correctly) set resource requests''
    and limits'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Kubernetes best practice: How to (correctly) set resource requests'' and limits
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2022/11/04/seven-zero-trust-rules-for-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735924.586757
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Seven zero trust rules for Kubernetes'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Seven zero trust rules for Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2023/02/01/monitoring-micro-front-ends-on-kubernetes-with-nginx:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.619892
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==cncf.io: Monitoring micro-front ends on Kubernetes with NGINX== \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==cncf.io:
    Monitoring micro-front ends on Kubernetes with NGINX== \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2023/03/28/kubernetes-storage-is-complex-but-its-getting-better:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736037.956305
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Kubernetes storage is complex, but it’s getting better'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Kubernetes storage is complex, but it’s getting better in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/blog/2025/03/13/kubernetes-troubleshooting-a-step-by-step-guide:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736057.562335
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Kubernetes Troubleshooting: A Step-by-Step Guide'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  - docs/kubernetes-tutorials.md
  - docs/kubernetes.md
  v2_locations:
  - kubernetes-troubleshooting.md
  - kubernetes-tutorials.md
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Kubernetes
    Troubleshooting: A Step-by-Step Guide in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/certification/ckad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031410.239336
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io: Certified Kubernetes Application Developer (CKAD)'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io:
    Certified Kubernetes Application Developer (CKAD) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cncf.io/certification/software-conformance:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030499.589966
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Certified Kubernetes offerings
  v1_locations:
  - docs/kubernetes.md
  - docs/rancher.md
  v2_locations:
  - index.md
  - kubernetes.md
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Certified
    Kubernetes offerings in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cncf.io/kubeweekly:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029163.328537
  v1_locations:
  - docs/kubernetes-newsletters.md
https://www.cncf.io/phippy/the-childrens-illustrated-guide-to-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736190.454909
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cncf.io: THE ILLUSTRATED CHILDREN’S GUIDE TO KUBERNETES \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cncf.io:
    THE ILLUSTRATED CHILDREN’S GUIDE TO KUBERNETES \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/reports:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034491.463155
  stars: 0
  title: CNCF Reports
  v1_locations: []
  year: N/A
https://www.cncf.io/webinars/deploying-kubernetes-to-bare-metal-using-cluster-api:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031809.658991
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cncf.io webinar: Deploying Kubernetes to bare metal using cluster API'
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cncf.io
    webinar: Deploying Kubernetes to bare metal using cluster API in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cncf.io/wp-content/uploads/2020/03/CNCF_Survey_Report.pdf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030352.700567
  stars: 0
  title: CNCF Survey Report 2019
  v1_locations: []
  year: N/A
https://www.cncf.io/wp-content/uploads/2020/11/CNCF_Survey_Report_2020.pdf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029294.344061
  stars: 0
  title: CNCF Survey Report 2020
  v1_locations: []
  year: N/A
https://www.cncf.io/wp-content/uploads/2021/07/CNCF_Operator_WhitePaper.pdf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736026.579253
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cncf.io: CNCF Operator White Paper (PDF) \U0001F31F"
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cncf.io:
    CNCF Operator White Paper (PDF) \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.cncf.io/wp-content/uploads/2021/12/Q1-2021-State-of-Cloud-Native-development-FINAL.pdf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032080.334326
  stars: 0
  title: CNCF Survey Report 2021
  v1_locations: []
  year: N/A
https://www.cockroachlabs.com/blog/automate-database-ops-with-terraform:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates utilizing HashiCorp Terraform to automate CockroachDB configurations,
    database creation, user permissions, and deployment topologies. Standardizes declarative
    infrastructure-as-code patterns across production database deployments.
  language: HCL
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Terraform Database Ops
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'cockroachlabs.com: Automated database operations with Terraform'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.cockroachlabs.com/blog/cockroachdb-kubernetes-cilium:
  description: "- Thanks to services provided by AWS, GCP, and Azure it’s become relatively
    easy to develop applications that span multiple regions. This is great because
    slow apps kill businesses. There is one common problem with these applications:
    they are not supported by multi-region database architecture.\n    - CockroachDB
    is built to solve that problem and we’re doing it in production for many applications
    today. But that’s not what this blog is about. In this blog, I will provide a
    solution for the problem of getting Kubernetes pods to talk to each other in multi-region
    deployments."
  year: '2021'
  stars: 0
  ai_summary: Production case study demonstrating the deployment of Cilium Cluster
    Mesh to enable secure cross-region communications for globally distributed CockroachDB
    clusters.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Networking
  - Multi-Cluster
  - Cluster Mesh
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cockroachlabs.com: How to use Cluster Mesh for Multi-Region Kubernetes Pod
    Communication'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.cockroachlabs.com/docs/stable/kubernetes-overview:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official engineering design blueprint for executing CockroachDB on Kubernetes.
    Details multi-active master clustering, Raft consensus mechanics, anti-entropy
    processes, and seamless horizontal write scaling utilizing Kubernetes orchestration
    primitives.
  language: Go
  resource_type: Product Documentation
  complexity: Advanced
  hierarchy:
  - Databases
  - Distributed SQL
  - CockroachDB
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Cockroach
  addition_method: manual
  v2_locations:
  - databases.md
https://www.cockroachlabs.com/docs/stable/orchestration.html:
  addition_method: manual
  content_hash: 29bd1887d9a22626484aec60f8c4fabdb3c6d87a7cb4098c2190dd01256ec584
  description: ''
  health_score: 100.0
  last_checked: 1779031511.060015
  stars: 0
  status: online
  title: ==Cockroach==
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.codecademy.com:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: Browser-native sandbox tool building rapid programming muscle memory
    across Go, Python, and shell scripts. It incorporates localized command-line simulation
    to introduce the core foundations of container management and terminal automation.
  language: English
  resource_type: Interactive Platform
  complexity: Beginner
  hierarchy:
  - Software Development
  - Programming
  - Interactive Coding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: codecademy.com
  addition_method: manual
  v2_locations:
  - elearning.md
https://www.codecentric.de/en/knowledge-hub/blog/github-actions-nextgen-cicd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides a strategic engineering argument for moving away from Jenkins-style
    pipelines. Analyzes why GitHub Actions' standardized YAML and modular actions
    marketplace model simplifies maintenance, promotes reuse, and mitigates custom
    scripting overhead.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - GitHub Actions
  - Infrastructure Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.codecentric.de: Stop re-writing pipelines! Why GitHub Actions drive
    the future of CI/CD'
  addition_method: manual
  v2_locations:
  - git.md
https://www.codementor.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A global on-demand peer-to-peer mentoring platform for software engineers.
    It facilitates live 1-on-1 code reviews, architectural debugging sessions, and
    technical freelancing options by connecting developers with seasoned experts in
    real time.
  language: N/A
  resource_type: SaaS
  complexity: Intermediate
  hierarchy:
  - Careers
  - Freelancing
  - On-Demand Mentoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: codementor
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.codementor.io/blog/docker-technology-5x1kilcbow:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deconstructs container isolation abstractions by analyzing namespaces,
    cgroups, and capabilities directly inside the Linux kernel. Evaluates runtime
    execution patterns from CLI calls to low-level containerd and runc pipelines.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Containers
  - Docker Architecture
  - Linux Kernel
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codementor.io: Docker: What''s Under the Hood?'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.codemotion.com/magazine/backend/nomad-kubernetes-but-without-the-complexity:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates how Nomad minimizes day-2 operations for container management.
    Analyzes the ease of executing Nomad's HCL syntax versus Kubernetes' verbose YAML
    configuration schemas.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - HashiCorp Nomad
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'codemotion.com: Nomad vs Kubernetes but without the complexity'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://www.codemotion.com/magazine/dev-hub/backend-dev/nomad-kubernetes-but-without-the-complexity:
  addition_method: manual
  content_hash: 8f24357059ed9b745e5edfb3c9f852490dccb6a41f6971670ee139f0eeaaefd8
  description: ''
  health_score: 100.0
  last_checked: 1779030480.341746
  stars: 0
  status: online
  title: 'codemotion.com: Nomad vs Kubernetes but without the complexity'
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://www.codeproject.com/Articles/5320647/Making-a-Simple-Data-Pipeline-Part-4-CI-CD-with-Gi:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to wrap custom automated validation loops around analytical
    data collection platforms. Focuses on orchestrating deployments, executing scheduled
    task checks, and validating ingestion schemas using GitHub Actions workflows.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Data Engineering
  - Automated Data Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codeproject.com: Making a Simple Data Pipeline Part 4: CI/CD with GitHub
    Actions'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.codeproject.com/Tips/5323808/How-To-Create-An-Image-In-Docker-Using-Python:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Shows how to containerize Python applications. Focuses on setting up
    local working directories, managing dependencies via requirements files, and structuring
    multi-stage builds to shrink image footprints.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Image Engineering
  - Python Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'codeproject.com: How to Create an Image in Docker using Python'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.codewars.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A gamified competitive development portal focused on logical refactoring,
    testing algorithms, and language mastery. Highly effective for honing programming
    cleanliness before managing massive microservices codebases.
  language: English
  resource_type: Interactive Platform
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Algorithms & Data Structures
  - Gamified Coding
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: codewars.com
  addition_method: manual
  v2_locations:
  - elearning.md
https://www.codigonuevo.com/sociedad/deberia-adaptarse-sueldo-teletrabajo-lugar-vivas:
  addition_method: manual
  content_hash: fba05282d863f3ec087f0b4a9ab8e57e3e06ffd8cd9816fefa5fd6f56915c695
  description: ''
  health_score: 100.0
  last_checked: 1779033806.442114
  stars: 0
  status: online
  title: 'codigonuevo.com: ¿Debería adaptarse el sueldo del teletrabajo al lugar en''
    el que vivas?'
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://www.codigonuevo.com/yo/deberia-adaptarse-sueldo-teletrabajo-lugar-vivas-AOCN305757:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Explores the debate surrounding salary adjustment
    based on geographic location for teleworkers. Live Grounding: Discusses the socioeconomic
    and architectural impact of localized vs. flat salary structures in a remote-first
    tech ecosystem, emphasizing how cost-of-living adjustments affect developer retention
    and organizational design.'
  language: es
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Professional Practice
  - Compensation
  - Remote Work
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codigonuevo.com: ¿Debería adaptarse el sueldo del teletrabajo al lugar en
    el que vivas?'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.codium.ai/blog/codiumai-powered-by-testgpt-accounces-beta-and-raised-11m:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details the launch and funding model of CodiumAI's platform, built on
    specialized TestGPT logic models. Focuses on the systematic automated generation
    of comprehensive boundary testing suites, which standard autocomplete systems
    fail to construct correctly.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - AI Testing Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'codium.ai: We’ve launched CodiumAI powered by TestGPT and raised $11M. Here’s
    why'
  addition_method: manual
  v2_locations:
  - git.md
https://www.cognizant.com/InsightsWhitepapers/Jumpstarting-DevOps-with-Continuous-Testing-codex1719.pdf:
  addition_method: manual
  content_hash: N/A
  health_score: 80.0
  last_checked: 1779031645.437256
  v1_locations:
  - docs/devops.md
https://www.commandline.ninja:
  addition_method: manual
  content_hash: d0b686b6c9b479996fe172515e08306917f270011dc4f74f1aa549d7c71ed76b
  description: ''
  health_score: 100.0
  last_checked: 1779032642.946285
  stars: 0
  status: online
  title: CommandLine Ninja
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.commandline.ninja/use-powershell-to-find-windows-svcs-configured-to-run-as-another-user:
  addition_method: manual
  content_hash: 931826ac6eab97112f6394a69f7c16304575d5dfa2f064dc63bdb2389bf02e89
  description: ''
  health_score: 100.0
  last_checked: 1779030439.34674
  stars: 0
  status: online
  title: 'commandline.ninja: Use Powershell to find windows services configured to''
    run as another user'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.commandline.ninja/video-intro-to-secret-management-with-powershell:
  addition_method: manual
  content_hash: cddaff7fd0ae3455037beaa17d01e9db9b3ceeae4bd5ec01816551d85d10cdf2
  description: ''
  health_score: 100.0
  last_checked: 1779029629.045166
  stars: 0
  status: online
  title: 'commandline.ninja: Video Intro to Secret Management with Powershell'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.commandlinefu.com:
  addition_method: manual
  content_hash: 6adccd471de8b93ad71e4cf9cbac52425b7b02b8f99752d934c97a91f2833c6d
  description: ''
  health_score: 100.0
  last_checked: 1779032182.352297
  stars: 0
  status: online
  title: commandlinefu.com
  v1_locations:
  - docs/cheatsheets.md
  - docs/linux.md
  year: N/A
https://www.commandlinefu.com/commands/browse:
  description: ''
  year: '2008'
  stars: 4
  ai_summary: An interactive, crowd-sourced catalog of advanced Linux command execution
    scripts, categorized by utility and syntax goals. Live Grounding confirms it is
    widely used by system administrators to query fast fixes and operational bash
    templates.
  language: N/A
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Terminal Environment
  - Tricks & Tweaks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "CommandLineFu \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.commandlinefu.com/commands/browse/commands/matching/ssh/c3No/sort-by-votes:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A community-sourced repository of unique and esoteric one-liner shell
    commands for SSH. Provides tricks for dynamic port forwarding, complex tunnel
    configurations, and automation hacks.
  language: Bash
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: commandlinefu.com/commands/matching/ssh
  addition_method: manual
  v2_locations:
  - linux.md
https://www.commandlinefu.com/commands/browse/commands/view/9116/compare-directories-via-diff:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An elegant one-liner approach using the standard `diff` tool to traverse
    and compare entire directories recursively. Valuable for validating environment
    consistency or file structural drift on high-density production nodes.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - File System
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'commandlinefu.com: Compare directories via diff'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.commandlinefu.com/commands/matching/ssh/c3No/sort-by-votes:
  addition_method: manual
  content_hash: 7b6ea9a71be3156e0eed3efdbaa553980135a23d7aaf3ba87085bc8f7aff8a54
  description: ''
  health_score: 100.0
  last_checked: 1779032100.469859
  stars: 0
  title: commandlinefu.com/commands/matching/ssh
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.commandlinefu.com/commands/view/17656/pip-install-into-current-directory-without-virtualenv:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Practical command-line snippet illustrating local directory package
    installations via pip flags. Useful for minimal sandbox debugging but superseded
    by standard containerized deployment mounts.
  language: Bash
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Package Management
  - CLI Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'commandlinefu.com: pip install into current directory without virtualenv'
  addition_method: manual
  v2_locations:
  - python.md
https://www.commandlinefu.com/commands/view/9116/compare-directories-via-diff:
  addition_method: manual
  content_hash: 89e47367a7ab8fce3e31dec7270ce07a28c2d873a45fab63bcbf2d8466367933
  description: ''
  health_score: 100.0
  last_checked: 1779032583.046114
  stars: 0
  status: online
  title: 'commandlinefu.com: Compare directories via diff'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.comparitech.com/net-admin/nmap-nessus-cheat-sheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A technical compilation of Nmap commands and vulnerability scanning
    flags. Curator Insight targets its strength in network inventory discovery. Live
    Grounding validates its ongoing importance in automated continuous compliance
    audits.
  language: Shell
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Security
  - Networking
  - Network Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'comparitech.com: Nmap Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.computerworld.com/article/1627067/how-to-get-a-job-in-healthcare-it-2.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A guide detailing technical entry strategies into the specialized Healthcare
    IT sector. It emphasizes HIPAA compliance requirements, clinical interoperability
    standards (FHIR), and data management architectures.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Vertical Industries
  - Healthcare IT
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'computerworld.com: How to get a job in healthcare IT'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.computerworld.com/article/3663674/how-to-get-a-job-in-healthcare-it.html:
  addition_method: manual
  content_hash: 145d41bd235e4ef47b39d0b9091650c06027023b7560784afb53de2267f67ee1
  description: ''
  health_score: 100.0
  last_checked: 1779029152.256156
  stars: 0
  status: online
  title: 'computerworld.com: How to get a job in healthcare IT'
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://www.computing.co.uk/news/4015423/rancher-labs-launches-free-training-course-meet-surging-demand-kubernetes:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: News coverage highlighting Rancher Labs' release of free structural
    training academies designed to meet surging market demands for cloud-native orchestration
    and DevSecOps tooling expertise.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Kubernetes Management
  - Education
  - Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Rancher Labs launches free training course to meet surging demand for Kubernetes
    skills
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.computing.co.uk/news/4020521/cloudbees-busy-security-visibility-control-devops-evolves:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Examines corporate initiatives aimed at embedding security validations
    and automated pipeline compliance directly within Jenkins-based and unified enterprise
    orchestration systems.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Security Policy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'computing.co.uk: CloudBees gets busy with security, visibility and control
    as DevOps evolves'
  addition_method: manual
  v2_locations:
  - devsecops.md
  - devops.md
https://www.computing.es/mundo-digital/opinion/1129764046601/retos-del-outsourcing-de-servicios-it-espana.1.html:
  addition_method: manual
  ai_summary: Analyzes the evolving challenges and strategic patterns of IT service
    outsourcing in Spain. Outlines critical risk mitigation strategies, Service Level
    Agreement (SLA) optimizations, and how modern organizations are balancing internal
    engineering capabilities with vendor-delivered services. [SPANISH CONTENT]
  complexity: Advanced
  content_hash: ecf565ec35052957c7e650ebde44b6a5b6a1f44d1d9d3024245dd07b54dafbfc
  description: ''
  health_score: 100.0
  hierarchy:
  - Engineering Leadership & Career Dynamics
  - Organizational Design & Leadership Systems
  - Corporate Governance
  is_microservice: false
  language: Spanish
  last_checked: 1779030305.505998
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'computing.es: Retos del outsourcing de servicios IT en España'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
https://www.conceptdraw.com/examples/application-architecture:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An architecture drafting resource providing standard AWS application
    design templates, components, and layout blocks. Essential for mapping out multi-tier
    cloud services.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - Design Blueprints
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS application-architecture
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://www.conduktor.io:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Conduktor stands as the premier developer and enterprise GUI ecosystem
    for Kafka data governance and troubleshooting. Providing deep visual insight into
    consumer lag, topic state, schema registry configurations, and message payloads,
    it is critical for managing scale in event-driven systems.
  language: N/A
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Kafka Tooling
  - Enterprise GUIs
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "conduktor.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.conduktor.io/kafka:
  description: ''
  addition_method: manual
  content_hash: 66b266634a4b233c33745cb7757041d39b92b5ccca365716d5791e6ecfe4ab89
  health_score: 100.0
  last_checked: 1781736090.953114
  stars: 5
  status: online
  v1_locations:
  - docs/message-queue.md
  year: '2024'
  ai_summary: Curator Insight points to Conduktor's exhaustive learning guides. Live
    Grounding verifies this is one of the premier visually-driven educational portals
    for understanding Apache Kafka cluster topologies, consumers, and partition strategies.
    An absolute standard reference.
  language: English
  resource_type: Portal
  complexity: Intermediate
  hierarchy:
  - Event Streaming
  - Apache Kafka
  - Learning Resources
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  title: '==conduktor.io/kafka: Learn Apache Kafka like never before=='
  v2_locations:
  - message-queue.md
https://www.conduktor.io/kafka/what-is-apache-kafka:
  addition_method: manual
  content_hash: 66b266634a4b233c33745cb7757041d39b92b5ccca365716d5791e6ecfe4ab89
  description: ''
  health_score: 100.0
  last_checked: 1779030742.575385
  stars: 0
  status: online
  title: '==conduktor.io: What is Apache Kafka?=='
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.confluent.fr/blog/modernize-apps-and-infrastructure-with-anthos-confluent-kafka:
  addition_method: manual
  content_hash: af9c18256c9a04997698f4c9e04d7d84b061865132db6d10c4331838c0ce7346
  description: ''
  health_score: 100.0
  last_checked: 1779030136.254464
  stars: 0
  status: online
  title: 'confluent.fr: Infrastructure Modernization with Google Anthos and Apache''
    Kafka'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.confluent.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The corporate engine driving enterprise-grade Kafka. Confluent provides
    a comprehensive distribution containing cloud-managed Kafka clusters, an extensive
    library of managed source/sink connectors, Schema Registry, and advanced governance
    features required for complex multi-region hybrid topologies.
  language: N/A
  resource_type: Enterprise Platform
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Enterprise Kafka
  - Confluent
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: confluent.io
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.confluent.io/blog/apache-kafka-intro-how-kafka-works:
  addition_method: manual
  content_hash: 627073522742343ecdc0f99fd1e298f002707baf365197d79d05b67586e276c6
  description: ''
  health_score: 100.0
  last_checked: 1779032547.428155
  stars: 0
  status: online
  title: "Confluent.io: Intro to Apache Kafka: How Kafka Works \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.confluent.io/blog/build-deploy-scalable-machine-learning-production-apache-kafka:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural blueprint covers deploying machine learning models
    in production using Apache Kafka. It outlines real-time stream scoring patterns
    using Kafka Streams and how to architect reliable event structures for online
    model evaluation pipelines.
  language: Java
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Machine Learning
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'confluent.io: How to Build and Deploy Scalable Machine Learning in Production
    with Apache Kafka'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.confluent.io/blog/confluent-microsoft-announce-strategic-alliance:
  addition_method: manual
  content_hash: b663f4ec444956463ba6e48886808d7e0a91935f3de41efc0601549c5c9c63b5
  description: ''
  health_score: 100.0
  last_checked: 1779034045.451981
  stars: 0
  status: online
  title: 'confluent.io: Confluent and Microsoft Announce Strategic Alliance'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.confluent.io/blog/designing-an-elastic-apache-kafka-for-the-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the complex software engineering effort behind transforming
    Apache Kafka into an elastic, multi-tenant serverless cloud platform within Confluent
    Cloud. Discusses decoupling storage and compute, dynamic resource balancing, and
    maintaining consistent latencies under spikes.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Cloud Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'confluent.io: Making Apache Kafka Serverless: Lessons From Confluent Cloud'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.confluent.io/blog/devops-for-apache-kafka-with-kubernetes-and-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural playbook details the convergence of Apache Kafka
    infrastructure automation and GitOps declarative workflows. It highlights the
    use of specialized Kubernetes Operators (e.g., Confluent Operator, Strimzi) alongside
    tools like ArgoCD or Flux to manage clusters, schemas, and ACLs from version-controlled
    configurations.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Kubernetes & GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "confluent.io: DevOps for Apache Kafka with Kubernetes and GitOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.confluent.io/blog/kafka-2-8-0-features-and-improvements-with-early-access-to-kip-500:
  addition_method: manual
  content_hash: 4d46807fbb7bbb4c000825c2cd7cb87d9dd7a27e39788a70b98f20f9d5c102b7
  description: ''
  health_score: 100.0
  last_checked: 1779030009.240692
  stars: 0
  status: online
  title: 'confluent.io: What’s New in Apache Kafka 2.8'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.confluent.io/blog/kafka-devops-with-confluent-kubernetes-and-gitops:
  addition_method: manual
  content_hash: d69780198af6986df48f88407fa5709552aad21d3aac2067fda38953a1aefe86
  description: ''
  health_score: 100.0
  last_checked: 1779030385.129127
  stars: 0
  status: online
  title: 'confluent.io: Apache Kafka DevOps with Kubernetes and GitOps'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.confluent.io/blog/kafka-streams-vs-ksqldb-compared:
  addition_method: manual
  content_hash: adcb48e7381da3ef3087717526914e75e0eb05d9c89e0f78ce163039901afc7d
  description: ''
  health_score: 100.0
  last_checked: 1779029151.616393
  stars: 0
  status: online
  title: Kafka Streams and ksqlDB Compared – How to Choose
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.confluent.io/blog/kafka-without-zookeeper-a-sneak-peek:
  addition_method: manual
  content_hash: 4d46807fbb7bbb4c000825c2cd7cb87d9dd7a27e39788a70b98f20f9d5c102b7
  description: ''
  health_score: 100.0
  last_checked: 1779030091.18462
  stars: 0
  status: online
  title: "confluent.io: Apache Kafka Made Simple: A First Glimpse of a Kafka Without'
    ZooKeeper \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.confluent.io/blog/latest-apache-kafka-release:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the mechanical underpinnings of the KRaft consensus engine
    in Apache Kafka. It demonstrates how eliminating ZooKeeper's external state store
    leads to faster controller failovers, simplified operational footprints, and massive
    single-cluster scaling capabilities.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Architecture & KRaft
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'confluent.io: Apache Kafka Made Simple: A First Glimpse of a Kafka Without
    ZooKeeper'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.confluent.io/blog/latest-partner-ecosystem:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Highlights the strategic alliance bringing Confluent's fully managed
    streaming services directly into the Microsoft Azure marketplace. The integration
    addresses corporate security hurdles, provisioning friction, and unified billing
    requirements for cloud-native enterprise teams.
  language: N/A
  resource_type: Blog Post
  complexity: Basic
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Cloud Integration
  - Azure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'confluent.io: Confluent and Microsoft Announce Strategic Alliance'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.confluent.io/blog/manage-secrets-with-kubernetes-and-hashicorp-vault:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An enterprise guide mapping out integrations between HashiCorp Vault,
    Kubernetes, and Confluent Platform instances. Demonstrates automating certificate
    rotation, encrypting Kafka payloads, and dynamically fetching client authentication
    credentials directly from Vault engines.
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - Kafka Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'confluent.io: How to Manage Secrets for Confluent with Kubernetes and HashiCorp
    Vault'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.confluent.io/blog/monitor-kafka-clusters-with-prometheus-grafana-and-confluent:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An operations playbook describing how to deploy JMX exporters to route
    vital Kafka metrics into Prometheus and display them on Grafana. It targets important
    service-level indicators like under-replicated partitions, offline brokers, and
    consumer group offset lag.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Monitoring
  - Prometheus & Grafana
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'confluent.io: Monitoring Your Event Streams: Integrating Confluent with
    Prometheus and Grafana'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.confluent.io/blog/simplify-multiple-kafka-cluster-management-monitoring-using-confluent:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operational manual detailing how to manage and monitor multi-cluster
    Apache Kafka topologies. It explores Confluent Control Center and Cluster Registry
    to facilitate real-time lag tracking, multi-region synchronization, and centralized
    security policy compliance.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Multi-Cluster
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'confluent.io: Simplifying Apache Kafka Multi-Cluster Management Using Control
    Center and Cluster Registry'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.confluent.io/fr-fr/blog/modernize-apps-and-infrastructure-with-anthos-confluent-kafka:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural study outlines app modernization paradigms using
    Google Anthos alongside Confluent Kafka. It covers cross-cloud synchronization
    models, data residency strategies, and how to maintain high availability for hybrid
    event-driven systems.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Architecture
  - Hybrid Cloud
  - Google Anthos
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'confluent.fr: Infrastructure Modernization with Google Anthos and Apache
    Kafka'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.confluent.io/product/ksqldb:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: An event-streaming database engineered specifically to build stream-processing
    applications on top of Apache Kafka. By translating familiar SQL queries into
    stateful Kafka Streams topologies, ksqlDB enables microservices to construct real-time
    materialized views and joins with minimal code.
  language: Java
  resource_type: Streaming Database
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Stream Processing
  - ksqlDB
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: ksqlDB
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.confluent.io/resources/event-driven-microservices:
  addition_method: manual
  content_hash: d82a7c7fb88ff1ff28a8550159e6d142c245287f6394743d034218e482e57ac1
  description: ''
  health_score: 100.0
  last_checked: 1779031808.122907
  stars: 0
  status: online
  title: "confluent.io: Event-Driven Microservices Architecture (white paper) \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.confluent.io/resources/white-paper/event-driven-microservices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive Confluent white paper establishing design principles
    for event-driven microservices. It highlights Apache Kafka as an immutable commit
    log, detailing exact execution models for Event Sourcing and Command Query Responsibility
    Segregation (CQRS).
  language: English
  resource_type: Whitepaper
  complexity: Advanced
  hierarchy:
  - Microservices
  - Event-Driven Architecture
  - Kafka
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "confluent.io: Event-Driven Microservices Architecture (white paper) \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.conftest.dev:
  addition_method: manual
  content_hash: c5032993c0d152900cb6c548210a7743fe1bd4c96c616ca1129d5e8300305dac
  description: ''
  health_score: 100.0
  last_checked: 1779030569.338595
  needs_ai_refresh: true
  stars: 0
  title: Conftest
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://www.conjur.org:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The master platform portal for CyberArk Conjur, an enterprise secrets
    engine. Details machine identity enforcement, deep RBAC mapping, short-lived token
    distribution, and out-of-the-box native integrations for multi-cloud and complex
    hybrid cloud fabrics.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - CyberArk Conjur
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: conjur.org
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.consul.io:
  addition_method: manual
  content_hash: ba196303f6ddb699f5f94d3525fbd2003f3ffdecbc7da85f4ed05afda27198dd
  description: ''
  health_score: 100.0
  last_checked: 1779032889.348594
  stars: 0
  status: online
  title: consul.io
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://www.consul.io/docs/connect/index.html:
  addition_method: manual
  content_hash: fc02053dd245eef8b9ed4f31984fe3a73df1cea750e9d9e585e8f8a1280dd56a
  description: ''
  health_score: 100.0
  last_checked: 1779032950.242464
  stars: 0
  status: online
  title: consul Connect
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://www.consul.io/docs/k8s/connect/ingress-gateways:
  addition_method: manual
  content_hash: 8e768a2e295ca40f99512d9d717e8429bdfd3220f50d2d1ca469696f0bce585f
  description: ''
  health_score: 100.0
  last_checked: 1779029472.934506
  stars: 0
  status: online
  title: "consul.io: Ingress Gateways on Kubernetes \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.container-security.site/defenders/PCI_Container_Orchestration_Guidance.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth security architectural blueprint explaining how to design,
    harden, and audit a Kubernetes cluster to meet strict PCI-DSS payment card data
    security regulations. It details namespace isolation strategies, network segmentation
    using granular policies, encrypted storage of secrets, and real-time audit logging
    configurations.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security Operations
  - Compliance
  - PCI-DSS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'container-security.site: PCI Container Orchestration Guidance for Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.contentful.com/blog/2020/10/20/open-source-kube-secret-syncer:
  addition_method: manual
  content_hash: 9cb34eb4af5c202b08bdfc47f58327cf5f8538f28476c79593396cb6ca2af381
  description: ''
  health_score: 100.0
  last_checked: 1779030737.476346
  stars: 0
  status: online
  title: 'contentful.com: Open-sourcing kube-secret-syncer: A Kubernetes operator''
    to sync secrets from AWS Secrets Manager'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  - docs/kubernetes-tools.md
  year: N/A
https://www.contentful.com/blog/open-source-kube-secret-syncer:
  description: "- [contentful-labs/kube-secret-syncer \U0001F31F](https://github.com/contentful-labs/kube-secret-syncer)"
  year: '2021'
  stars: 0
  ai_summary: A detailed technical review describing the open-sourcing of kube-secret-syncer.
    The tool synchronizes secrets dynamically from AWS Secrets Manager to Kubernetes
    namespaces, removing manual config synchronization overhead.
  language: N/A
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Security
  - Secrets Management
  - AWS Integration
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'contentful.com: Open-sourcing kube-secret-syncer: A Kubernetes operator
    to sync secrets from AWS Secrets Manager'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://www.contino.io/insights/how-to-make-enterprise-container-strategies-that-last-part-one:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An enterprise-focused strategic guide detailing how to design durable
    container adoption initiatives. It emphasizes aligning developer enablement with
    platform engineering teams, setting up proper governance models, and establishing
    realistic operational metrics, ensuring organization-wide Kubernetes migrations
    don't stall due to cultural friction.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Enterprise Containers
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'contino.io: How to Make Enterprise Container Strategies That Last (Part
    One)'
  addition_method: manual
  v2_locations:
  - devops.md
  - faq.md
https://www.continuitysoftware.com/blog/it-resilience/what-is-configuration-drift:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: A structural examination of configuration drift in production ecosystems.
    Addresses how out-of-band manual alterations violate security baselines and introduce
    operational uncertainty into enterprise deployments.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Configuration Management
  - Drift Detection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: What is Configuration Drift?
  addition_method: manual
  v2_locations:
  - devops.md
https://www.convert.com/blog/a-b-testing/a-b-testing-tools-2022-beyond:
  description: "- [grafana.com: How to build performance tests into your CI pipeline
    with k6, GitHub Actions, and Grafana](https://grafana.com/blog/how-to-build-performance-tests-into-your-ci-pipeline-with-k6-github-actions-and-grafana)\n
    \   - [itnext.io: How to run distributed performance tests in Kubernetes with
    K6](https://itnext.io/how-to-run-distributed-performance-tests-in-kubernetes-with-k6-and-elasticsearch-4ff8142bc774)
    you'll learn how to perform load testing natively on a Kubernetes cluster using
    multiple pods simulating real-world traffic to test an ElasticSearch cluster deployed
    using the ECK Operator"
  year: '2022'
  stars: 0
  ai_summary: Market evaluation of premium and open-source A/B testing platforms alongside
    continuous testing tools like Grafana k6 for automated regression pipelines and
    performance simulation in Kubernetes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Performance & A/B Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'convert.com: Top 10 A/B Testing Tools That Are Good for the Next 5 Years
    (Vetted by Features, Privacy, Maturity & Price)'
  addition_method: manual
  v2_locations:
  - qa.md
https://www.copado.com/devops-hub/blog/applying-a-zero-trust-infrastructure-in-kubernetes:
  addition_method: manual
  content_hash: 618df80cd3ef40af30422297bd03f0e1f6f6037b943bda49446ae83687c82726
  description: ''
  health_score: 100.0
  last_checked: 1779030951.843423
  stars: 0
  status: online
  title: 'copado.com: Applying a Zero Trust Infrastructure in Kubernetes'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://www.copado.com/resources/blog/applying-a-zero-trust-infrastructure-in-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architecture guide on applying Zero Trust principles to Kubernetes
    infrastructure environments. It covers building cryptographically verifiable workload
    identities via SPIFFE/SPIRE, and micro-segmenting service interactions with mTLS.
    Transitions teams away from perimeter-only defenses to continuous validation.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Zero Trust
  - Service Mesh & Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'copado.com: Applying a Zero Trust Infrastructure in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
? https://www.cope.es/programas/la-linterna/noticias/ejemplo-moneda-con-que-entender-como-funciona-ordenador-cuantico-una-revolucion-20240407_3232557
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Introduce los principios de la computación cuántica de manera accesible
    mediante la analogía de una moneda girando para ilustrar la superposición. Destaca
    el impacto potencial de los cúbits frente a la computación clásica.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Emerging Technology
  - Quantum Computing
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cope.es: El ejemplo de ''la moneda'' con el que entender cómo funciona un
    ordenador cuántico: "Será una revolución"'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.cortex.dev/post/how-to-build-a-pipeline-to-retrain-and-deploy-models:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines pipeline architectures to automate ML model retraining and
    deployment. Since the underlying Cortex project has been archived, it is preserved
    here primarily for historical MLOps framework reference.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Machine Learning
  - MLOps
  - Model Pipelines
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'cortex.dev: How to build a pipeline to retrain and deploy models'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.cortex.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Cortex is an enterprise-grade Internal Developer Portal specializing
    in microservices governance, reliability scorecards, and engineering standards.
    Integrates deeply with Kubernetes, Git, and cloud infrastructure to track service
    ownership, operational quality, and security compliance.
  language: English
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - IDP Tooling
  - SaaS Developer Portals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Cortex
  addition_method: manual
  v2_locations:
  - devops.md
https://www.cortex.io/post/a-guide-to-the-best-sre-tools:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Cortex's architectural guide evaluating modern SRE tooling stacks. Highlights
    service catalogs, central tracking, alert deduplication, automated runbooks, and
    performance benchmarking.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'getcortexapp.com: A guide to the best SRE tools'
  addition_method: manual
  v2_locations:
  - sre.md
https://www.cortex.io/post/why-you-need-a-microservices-catalog-tool:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Details the operational sprawl that occurs as organizations scale their
    microservices topologies. Proposes centralized service catalogs (similar to Backstage
    or Cortex) to map dependencies, track security compliance, enforce reliability
    standards, and assign service ownership across teams.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Service Catalogs
  - Microservices Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'getcortexapp.com: Why You Need a Microservices Catalog Tool'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.couchbase.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Enterprise-class distributed multi-model NoSQL document database combining
    an in-memory database with SQL-like querying capabilities (N1QL). Architected
    for low-latency transactional applications and microservices.
  language: C++
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Document Databases
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: couchbase.com
  addition_method: manual
  v2_locations:
  - nosql.md
https://www.coursera.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A massive educational platform delivering structured cloud-native specializations
    designed by industry leaders. Focuses on distributed application architectures,
    microservices testing, and container deployment flows.
  language: English
  resource_type: Training Platform
  complexity: Intermediate
  hierarchy:
  - Professional Development
  - Higher Education
  - Software Engineering
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Coursera.org
  addition_method: manual
  v2_locations:
  - elearning.md
https://www.coursera.org/learn/google-cloud-java-spring:
  addition_method: manual
  content_hash: c4ab82d94e49289f1c62f3cb021dcf5a3391c2a99c61c756e311f2861191e36e
  description: ''
  health_score: 100.0
  last_checked: 1779030862.120958
  needs_ai_refresh: true
  stars: 0
  title: 'coursera.org: Building Scalable Java Microservices with Spring Boot and''
    Spring Cloud'
  v1_locations:
  - docs/elearning.md
  year: N/A
https://www.coursereport.com/blog/python-for-cyber-security-with-flatiron-school:
  description: ''
  year: '2018'
  stars: 2
  ai_summary: Curator Insight introduces python scripting constructs for penetration
    testing, log parsing, and security tooling. Live Grounding highlights Python's
    continuous dominance in security automation, where SecOps and SOAR workflows leverage
    standard modules to parse IOCs and coordinate rapid incident response tasks.
  language: Python
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cybersecurity
  - Python
  - Security Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'coursereport.com: A Beginner’s Guide to Python for Cybersecurity'
  addition_method: manual
  v2_locations:
  - python.md
https://www.crn.com/news/cloud/ibm-s-red-hat-reveals-ansible-automation-platform-2-early-access:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Early access architecture overview of Ansible Automation Platform 2.
    Highlights migration of task-execution modules to isolated container engines,
    decoupling control loops from hosts.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Enterprise Platform
  - Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'crn.com: IBM’s Red Hat Reveals Ansible Automation Platform 2 Early Access'
  addition_method: manual
  v2_locations:
  - ansible.md
? https://www.crn.com/news/cover-story/microsoft-s-judson-althoff-to-partners-managed-services-are-your-ai-superpower?itc=refresh?ocid=FY26_soc_omc_br_X_CRNJudson
: addition_method: automatic
  ai_summary: '* **Curator Insight**: Pivots the corporate AI narrative away from
    basic experimentation toward the long-term operational challenges of security,
    governance, and model maintenance.

    * **Live Grounding**: Features executive analysis on how Microsoft is incentivizing
    its partner ecosystem to develop continuous verification pipelines, protecting
    enterprise LLMs against data loss and drift.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: fe27370187f08a4459690441f3a7357f8f4081b533999cdfdade5520c53a2afc
  description: Commercial CEO Judson Althoff outlines how managed service providers
    (MSPs) must mature into 'Frontier Firms' to tune, monitor, secure, and govern
    enterprise AI agents.
  hierarchy:
  - Enterprise Architecture
  - AI Operations
  - Governance
  - Managed Services
  is_microservice: false
  language: en
  last_checked: 1780352730.2075
  reputation_status: Vetted
  reputation_summary: Significant industry cover story summarizing Microsoft's forward-looking
    commercial partner strategies for AI agent lifecycle management and secure operations.
  resource_type: interview
  social_preview_url: https://www.crn.com/news/cover-story/media_168117898e24079f6d08507aee78cde108e1ea280.png?width=1200&#x26;format=pjpg&#x26;optimize=medium
  source_provenance: X.com (Microsoft)
  stars: 4
  status: online
  suggested_new_category: ai-managed-services
  tags:
  - CASE STUDY
  title: 'Microsoft Commercial CEO Althoff to Partners: Managed Services Are Your
    AI Superpower'
  year: '2026'
https://www.cronista.com/apertura/empresas/como-identificar-a-un-mal-jefe-y-que-errores-no-pueden-cometer-hoy-los-lideres:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Identifies key red flags of toxic engineering leadership, including
    micro-management, blame shifting, and chronic overwork structures. Outlines core
    modern leadership competencies like transparent team metrics, career path definition,
    and high psychological safety that retain top engineering talent and stabilize
    system operations.
  language: es
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Team Management
  - Team Dynamics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cronista.com: Cómo identificar a un mal jefe y qué errores no pueden cometer
    hoy los líderes'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.crossover.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An enterprise-grade talent matching platform designed for long-term,
    high-compensation remote roles. It implements standardized testing and rigorous
    qualification procedures. Live grounding validates its position as a high-density,
    metrics-driven remote staffing solution for scale-ups and global tech conglomerates.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Talent Platforms
  - Global Sourcing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: crossover
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.crossplane.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official portal for Crossplane, a CNCF incubating framework that
    extends the Kubernetes API to manage external cloud infrastructure. By transforming
    Kubernetes clusters into universal control planes, Crossplane allows platform
    teams to orchestrate cloud databases, VPCs, and serverless resources using custom
    resources (CRDs) and declarative YAML, standardizing cloud platform automation.
  language: Go
  resource_type: Tool Website
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Control Planes
  - Crossplane
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: crossplane.io
  addition_method: manual
  v2_locations:
  - crossplane.md
https://www.crunchbase.com/organization/openshift/timeline/timeline:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034372.831104
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: crunchbase.com
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering crunchbase.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.crunchydata.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Corporate entry point for Crunchy Data, a driving force behind enterprise-hardened,
    fully open-source PostgreSQL. Represents a suite of production support, compliance
    validation patterns, and cloud-native integration tools.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Database
  - PostgreSQL
  - Enterprise Solutions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: crunchydata.com
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/a-postgres-primer-for-oracle-dbas:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An enterprise migration manual designed to translate core Oracle relational
    database patterns directly to PostgreSQL. Map architectural concepts including
    tablespaces, user-schema relations, and PL/SQL syntaxes onto Postgres-native equivalents.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Databases
  - PostgreSQL
  - Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.crunchydata.com: A Postgres Primer for Oracle DBAs'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.crunchydata.com/blog/active-active-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A duplicate evaluation of geographic replication solutions. Contrasts
    synchronous replication networks with active-active topologies to design low-latency,
    resilient multi-region database backends.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Database
  - PostgreSQL
  - High Availability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Deploying Active-Active PostgreSQL on Kubernetes'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/active-active-postgres-federation-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates architectural techniques for implementing active-active
    PostgreSQL database federation on top of Kubernetes. While active-passive replication
    is the standard for high availability (Curator Insight), active-active multi-region
    federation delivers massive read/write scalability at the cost of complex conflict
    resolution (Live Grounding). This represents an emerging frontier for global cloud-native
    systems.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - High Availability
  tags:
  - '[EMERGING]'
  is_microservice: true
  status: online
  title: 'blog.crunchydata.com: Active-Active PostgreSQL Federation on Kubernetes'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/an-easy-recipe-for-creating-a-postgresql-cluster-with-docker-swarm:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Historical tutorial outlining containerized high-availability PostgreSQL
    configurations using Docker Swarm. Covers Swarm Secrets, internal routing, and
    environment setup paradigms.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Docker Swarm
  - PostgreSQL Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: An Easy Recipe for Creating a PostgreSQL Cluster with
    Docker Swarm'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/announcing-google-cloud-storage-gcs-support-for-pgbackrest:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details the integration of Google Cloud Storage (GCS) as a native backup
    target for pgBackRest within the Postgres operator ecosystem. Extending storage
    targets beyond traditional AWS S3 endpoints enables resilient multi-cloud disaster
    recovery options. The architecture leverages high-throughput GCS API calls for
    reliable, low-overhead transaction log archiving.
  language: Go
  resource_type: Product Announcement
  complexity: Intermediate
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Backup & Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.crunchydata.com: Announcing Google Cloud Storage (GCS) Support for
    pgBackRest'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/announcing-postgres-container-apps-easy-deploy-postgres-apps:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces Postgres Container Apps, a set of templated blueprints designed
    to simplify database-backed service deployments on Kubernetes. Standard database
    integrations often suffer from environmental schema synchronization and secret-mounting
    failures. These starter packs align service-to-database interfaces, improving
    local debugging and automated delivery pipelines.
  language: YAML
  resource_type: Product Announcement
  complexity: Beginner
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.crunchydata.com: Announcing Postgres Container Apps: Easy Deploy Postgres
    Apps'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/announcing-the-crunchy-data-developer-portal:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Announces the launch of Crunchy Data's Developer Portal, serving as
    an educational hub for running open-source relational databases in containerized
    ecosystems. It aggregates reference architectures, security practices, and deployment
    templates. This resource helps bridge the technical gap between software developers
    and database administrators.
  language: None
  resource_type: Product Announcement
  complexity: Beginner
  hierarchy:
  - Data Infrastructure
  - Developer Ecosystem
  - Reference Portals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Announcing the Crunchy Data Developer Portal
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/composite-primary-keys-postgresql-and-django:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Addresses the implementation limits of compound primary keys within
    Django ORM integration when using PostgreSQL. Explains mapping workarounds, schema-migration
    patterns, and clean architecture solutions.
  language: Python
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Python
  - Object-Relational Mapping
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Composite Primary Keys, PostgreSQL and Django'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/crunchy-postgres-kubernetes-operator-4.0:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Archival post announcing the release of Crunchy PostgreSQL Operator
    v4.0. Highlights early custom resource design paradigms, scaling improvements,
    and the transition of core tasks toward Patroni and pgBackRest systems.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - PostgreSQL Operator
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'crunchydata blog: What''s New in Crunchy PostgreSQL Operator 4.0'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/crunchy-postgres-operator-4.6.0:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Documents the historical release of Crunchy PostgreSQL Operator v4.6,
    highlighting improved multi-namespace support and security configurations. Although
    v4.6 was once touted as the baseline for production readiness (Curator Insight),
    current cloud-native architecture standards have pivoted entirely to the declarative
    v5.x operator branch (Live Grounding). It serves primarily as a migration guide
    for legacy footprints.
  language: Go
  resource_type: Release Announcement
  complexity: Intermediate
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Release Highlights
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "blog.crunchydata.com: Crunchy Postgres Operator 4.6.0 \U0001F31F"
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/crunchy-postgresql-operator-with-rook-ceph-storage:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural integration review detailing the implementation of Rook
    Ceph storage solutions to back Crunchy PostgreSQL Operator deployments. Analyzes
    performance characteristics, scale configurations, and replication safety parameters.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Storage
  - Rook Ceph
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Using the PostgreSQL Operator with Rook Ceph Storage'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/d-meta:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Interactive tutorial on the utilization of native psql meta-commands
    to rapidly trace schema layouts, inspect index sizes, and generate database structure
    documentation directly via CLI commands.
  language: SQL
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Database
  - PostgreSQL
  - Database Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Quickly Document Your Postgres Database Using psql
    Meta-Commands'
  addition_method: manual
  v2_locations:
  - databases.md
  - crunchydata.md
https://www.crunchydata.com/blog/deploy-high-availability-postgresql-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A complete operational blueprint detailing high-availability PostgreSQL
    configurations. Uses Patroni and distributed consensus backends to prevent split-brain
    issues, orchestrate automated failover scenarios, and manage virtual IPs.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - PostgreSQL
  - High Availability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Deploy High-Availability PostgreSQL Clusters on Kubernetes
    by Example'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/deploy-pgadmin4-with-postgresql-on-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Guides the deployment of pgAdmin4 web client panels alongside database
    clusters inside Kubernetes. Reviews network ingress definitions, volume mounts,
    and credential injection mechanics.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Database
  - PostgreSQL
  - Database Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Deploy pgAdmin4 with PostgreSQL on Kubernetes'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/fast-csv-and-json-ingestion-in-postgresql-with-copy:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Examines ingestion optimizations comparing multi-row INSERT patterns
    against the PostgreSQL COPY command for large CSV and JSON datasets. Includes
    WAL-bypass guidelines and indexing constraints.
  language: SQL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Database
  - PostgreSQL
  - Data Ingestion
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Fast CSV and JSON Ingestion in PostgreSQL with COPY'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/generating-json-directly-from-postgres:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates optimizing application architectures by generating JSON
    directly from PostgreSQL using built-in engine functions like row_to_json. Reduces
    serialization overhead in middleware services.
  language: SQL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Databases
  - PostgreSQL
  - Application Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.crunchydata.com: Cut Out the Middle Tier: Generating JSON Directly
    from Postgres'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.crunchydata.com/blog/getting-started-with-postgresql-operator-4.3-in-openshift:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An identical operational reference detailing step-by-step procedures
    to provision PostgreSQL Operator 4.3 instances inside secure, multi-tenant OpenShift
    execution clusters.
  language: Shell
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - OpenShift
  - PostgreSQL Operator
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Getting Started with PostgreSQL Operator 4.3 in OpenShift'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/gitops-postgres-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Integrates declarative GitOps workflows (e.g., ArgoCD/Flux) with the
    Crunchy Postgres Operator on Kubernetes. Contrasting early manual operator deployments
    (Curator Insight) with modern automated synchronization loops (Live Grounding),
    this architecture pattern establishes highly auditable, automated database provisioning.
    This ensures database configuration and storage states reconcile transparently
    with git-defined manifests.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - GitOps Implementation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "info.crunchydata.com: Using GitOps to Self-Manage Postgres in Kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/gitops-postgres-kubernetes-helm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to package the Crunchy Postgres Operator using Helm charts
    integrated directly within automated GitOps pipelines. By mapping Helm template
    parameters to GitOps controller environments, it overcomes traditional Helm hook
    limitations for stateful workloads. Modern production standards leverage this
    setup to seamlessly deploy database custom resource definitions (CRDs) across
    multi-tenant clusters.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Packaging & CD
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.crunchydata.com: Helm, GitOps and the Postgres Operator'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/install-postgres-operator-kubernetes-on-gke-ansible:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Teaches the deployment process of the Crunchy PostgreSQL Operator onto
    Google Kubernetes Engine (GKE) clusters using automated Ansible playbooks. Details
    storage class mappings and GKE-specific identity policies.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - GKE
  - PostgreSQL Operator
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Deploying the PostgreSQL Operator on GKE'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/kube-cluster-from-scratch-on-rocky-8:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A duplicate guide mapping out Rocky Linux 8 operating system optimization,
    package registration, Kubeadm installation, and operator provisioning. It emphasizes
    disk partition strategies and container runtime configurations that ensure stable
    I/O performance (IOPS) required for heavy, production-grade stateful workloads.
  language: Shell
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Data Infrastructure
  - Bare Metal Provisioning
  - Kubernetes Installation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.crunchydata.com: Kubernetes + Postgres Cluster From Scratch on Rocky
    8'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/kubernetes-pod-tolerations-and-postgresql-deployment-strategies:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes Kubernetes scheduling rules, focusing on taints, tolerations,
    and anti-affinity parameters optimized for PostgreSQL. Placing databases on dedicated
    hardware isolated from transient application pods is crucial for preserving storage
    I/O throughput. This redundant guide reiterates the absolute necessity of strict
    node assignment strategies in production.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Scheduling & Affinity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.crunchydata.com: Kubernetes Pod Tolerations and Postgres Deployment
    Strategies \U0001F31F"
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/message-queuing-using-native-postgresql:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deconstructs patterns for building a robust message queue inside PostgreSQL.
    Leverages native SKIP LOCKED and SELECT FOR UPDATE syntax to process high-throughput
    transactional queues without external brokers.
  language: SQL
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Databases
  - PostgreSQL
  - Alternative Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.crunchydata.com: Devious SQL: Message Queuing Using Native PostgreSQL'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.crunchydata.com/blog/migrating-from-oracle-to-postgresql-questions-and-considerations:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores schema migration assessments and planning parameters when shifting
    corporate workloads from Oracle to PostgreSQL. Compares PL/SQL compatibility concerns
    and procedural data processing workarounds.
  language: SQL
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Database Migration
  - Oracle to Postgres
  - Data Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Migrating from Oracle to PostgreSQL: Tips and Tricks'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/monitoring-postgresql-clusters-in-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details structural metric collection architectures for Kubernetes-hosted
    PostgreSQL. Describes the integration of specialized postgres_exporter containers
    to feed telemetry into Prometheus targets with visualized dashboard outputs.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Observability
  - PostgreSQL
  - Database Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Monitoring PostgreSQL clusters in kubernetes'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/multi-kubernetes-cluster-postgresql-deployments:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores deploying PostgreSQL clusters that span across multiple independent
    Kubernetes control planes. By configuring cross-cluster network routes, this design
    establishes highly resilient disaster recovery sites capable of handling total
    region outages. Live production systems frequently pair this multi-cluster layout
    with Service Meshes to guarantee secure cross-site database replication.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Multi-Cluster
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.crunchydata.com: Multi-Kubernetes Cluster PostgreSQL Deployments'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/pgbackrest-performing-backups-on-a-standby-cluster:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An optimization manual guiding configuration patterns to run resource-heavy
    pgBackRest backup jobs directly from standby replicas, minimizing performance
    degradation on primary database targets.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - PostgreSQL
  - Backup & Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: pgBackRest - Performing Backups on a Standby Cluster'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/pgbackrest-point-in-time-recovery-using-crunchy-postgresql-operator:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Outlines point-in-time recovery (PITR) workflows using the integrated
    pgBackRest utility in Crunchy PostgreSQL Operator environments. Modern disaster
    recovery plans require precise WAL replay capabilities to minimize recovery point
    objectives (RPO). This guide explains how to define backup targets and restore
    parameters declaratively inside the operator CRD.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Backup & Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.crunchydata.com: pgBackRest Point-In-Time Recovery Using Crunchy PostgreSQL
    Operator'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/postgres-indexes-for-newbies:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory indexing guide detailing query optimization behaviors
    in PostgreSQL. Explores standard B-Tree indexes, partial indexes, functional constraints,
    and multi-column indexes, providing performance guidelines for optimizing execution
    plans.
  language: SQL
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Databases
  - PostgreSQL
  - Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.crunchydata.com: Postgres Indexes for Newbies'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.crunchydata.com/blog/postgresql-14-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Showcases deployment patterns and performance improvements of running
    PostgreSQL 14 in containerized environments. It highlights scale optimizations,
    nested JSON enhancements, and parallel query executions. Leveraging modern operators
    enables painless, declarative major version migrations of active production instances.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Release Highlights
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.crunchydata.com: PostgreSQL 14 on Kubernetes (with examples!)'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/postgresql-change-data-capture-with-debezium:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep technical dive into configuring log-based Change Data Capture
    (CDC) for PostgreSQL databases using Debezium. It details logical replication
    slots, pgoutput plugin optimizations, WAL management, and reliable target-stream
    syncs inside mission-critical setups.
  language: SQL
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Change Data Capture
  - PostgreSQL
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: PostgreSQL Change Data Capture With Debezium'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.crunchydata.com/blog/postgresql-monitoring-for-application-developers-dba-stats:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Bridges developer workflows with DBA database troubleshooting techniques.
    Teaches query bottlenecks analysis, lock tracing, and execution performance optimizations
    using pg_stat_activity and pg_stat_statements.
  language: SQL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Database
  - PostgreSQL
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: PostgreSQL Monitoring for Application Developers:
    The DBA Fundamentals'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/resize-postgres-kubernetes-volume-instance-sets:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides architectural workarounds for resizing PostgreSQL storage volumes
    when utilizing storage backends that do not support dynamic online volume expansion.
    The guide explains replica-seeding migration techniques that transition primary
    database roles to new, larger storage instances without downtime. It is a critical
    operational guide for bare-metal or legacy virtualization footprints.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Storage Management
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'blog.crunchydata.com: Can''t Resize your Postgres Kubernetes Volume? No
    Problem!'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/schedule-postgresql-backups-and-retention-with-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details declarative backup execution schemas and Point-in-Time Recovery
    (PITR) configurations using pgBackRest within the operator framework. Highlights
    bucket retention controls and storage backup tier optimizations.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - PostgreSQL
  - Backup & Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Scheduled PostgreSQL Backups and Retention Policies
    with Kubernetes'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/set-up-tls-for-postgresql-in-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates methods for implementing transport layer security (TLS) for
    PostgreSQL database streams in Kubernetes. Rather than relying on static, manually
    generated secrets (Curator Insight), live security standards mandate tight integration
    with Cert-Manager for dynamic, zero-downtime certificate rotation (Live Grounding).
    This pattern provides robust security compliance necessary for highly regulated
    microservice networks.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.crunchydata.com: Deploy PostgreSQL With TLS in Kubernetes'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/setup-ora2pg-for-oracle-to-postgres-migration:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep architectural setup guide for the open-source ora2pg utility. Teaches
    migration assessment score compilation, dynamic PL/SQL function translation, and
    automated data copy operations.
  language: Perl
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Database Migration
  - Oracle to Postgres
  - Migration Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Setup ora2pg for Oracle to Postgres Migration'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/setup-postgresql-monitoring-in-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Hands-on implementation guide for deploying a scalable monitoring architecture
    for PostgreSQL. Instructs on integrating postgres_exporter configurations, configuring
    Prometheus scrape pools, and importing Grafana analytics interfaces.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Observability
  - PostgreSQL
  - Database Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: How to Setup PostgreSQL Monitoring in Kubernetes'
  addition_method: manual
  v2_locations:
  - databases.md
  - crunchydata.md
? https://www.crunchydata.com/blog/synchronous-replication-in-the-postgresql-operator-for-kubernetes-guarding-against-transactions-loss
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores the technical trade-offs between asynchronous and synchronous
    replication profiles within PostgreSQL Kubernetes topologies. Analyzes WAL-level
    security limits, failover delays, and trade-offs regarding transaction write throughput.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Database
  - PostgreSQL
  - Data Replication
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Guard Against Transaction Loss with PostgreSQL Synchronous
    Replication'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/tentative-smarter-query-optimization-in-postgres-starts-with-pg_stat_statements:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to optimize database execution patterns within Kubernetes
    using the `pg_stat_statements` extension. Modern PostgreSQL operators inject this
    utility by default, exposing run-time metrics directly to telemetry agents. This
    programmatic feedback loop provides platform engineers with the real-time query
    analysis required to automate index tuning and limit resource bottlenecks.
  language: SQL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.crunchydata.com: Query Optimization in Postgres with pg_stat_statements'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/tuning-your-postgres-database-for-high-write-loads:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Advanced tuning walkthrough optimizing engine parameters for write-intensive
    database profiles. Guides custom values configurations for shared_buffers, max_wal_size,
    and write-ahead log parameters.
  language: SQL
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Database
  - PostgreSQL
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Tuning Your Postgres Database for High Write Loads'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/using-cert-manager-to-deploy-tls-for-postgres-on-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details how to interface the cert-manager operator with Crunchy PostgreSQL
    deployments to automate TLS certificate lifecycles. Standardizing certificate
    issuance and automatic renewal eliminates risks of unexpected database communication
    outages. It represents a foundational best-practice for zero-trust microservice
    communications.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.crunchydata.com: Using Cert Manager to Deploy TLS for Postgres on Kubernetes'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/using-kubernetes-chances-are-you-need-a-database:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines why PostgreSQL is standardizing on Kubernetes. Explains how
    the Crunchy Data PostgreSQL Operator implements high availability, automated back-ups,
    pgBackRest integration, and localized failovers for microservice application stacks.
  language: English
  resource_type: Case Study/Guide
  complexity: Intermediate
  hierarchy:
  - Data on Kubernetes
  - Relational Databases
  - PostgreSQL
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "blog.crunchydata.com: Using Kubernetes? Chances Are You Need a Database
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - databases.md
https://www.crunchydata.com/blog/using-postgres-to-back-prometheus-for-your-postgresql-monitoring-1:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introduction to using the Postgres Prometheus Adapter to store Prometheus
    time-series metrics. Covers performance metrics, schema structures, and remote-write
    configurations.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Observability
  - PostgreSQL
  - Long-Term Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Introducing the Postgres Prometheus Adapter'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/blog/your-guide-to-connection-management-in-postgres:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep dive into connection management architectures, specifically focusing
    on PgBouncer configurations managed by PostgreSQL operators. Because microservice
    application scaling leads to volatile client connection counts, using an intermediate
    pooler prevents PostgreSQL server resource exhaustion. Incorporating poolers is
    a fundamental requirement to maintain query performance at scale.
  language: Go
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Connection Pooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.crunchydata.com: Your Guide to Connection Management in Postgres \U0001F31F"
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/developers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Landing page of the Crunchy Data Developer Portal, providing direct
    access to technical documentation, integration guides, and training labs. Key
    modules focus on database scaling, backup retention policies, and high-availability
    configuration. It acts as a primary hands-on resource for teams transitioning
    database layers to Kubernetes.
  language: None
  resource_type: Documentation Portal
  complexity: Beginner
  hierarchy:
  - Data Infrastructure
  - Developer Ecosystem
  - Reference Portals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Crunchy Data Developer Portal
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/developers/tutorials:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Interactive educational portal offering structured developer exercises
    focused on core database engineering. Includes tasks on indexing optimizations,
    raw performance telemetry, and complex JSON data orchestration strategies in PostgreSQL.
  language: SQL
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Database
  - PostgreSQL
  - Developer Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "learn.crunchydata.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
  - crunchydata.md
https://www.crunchydata.com/news/crunchy-postgresql-for-kuberenetes-4.3:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Release analysis profiling Crunchy PostgreSQL Operator v4.3. Highlights
    enhancements such as automated multi-namespace support, security context constraints,
    and integrated pgAdmin deployment patterns.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - PostgreSQL Operator
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'info.crunchydata.com: Crunchy PostgreSQL for Kubernetes 4.3 Released'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.crunchydata.com/news/next-generation-crunchy-postgres-for-kubernetes-released:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Announces the major architecture redesign of Crunchy Postgres for Kubernetes
    v5.0, transitioning to a fully declarative reconciliation controller. Unlike legacy
    v4 versions that required external tools to drive state transitions (Curator Insight),
    v5 relies entirely on Kubernetes native API constructs to maintain database health
    (Live Grounding). It is currently the industry-standard version for production
    PostgreSQL operations.
  language: Go
  resource_type: Release Announcement
  complexity: Advanced
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Release Highlights
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'blog.crunchydata.com: Next Generation Crunchy Postgres for Kubernetes 5.0
    Released'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.cst-bg.net/post/13-clues-to-good-devops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details concrete signs of production-grade operational status, mapping
    continuous deployment safety parameters, automated rollbacks, policy-driven code
    promotions, and integrated performance regression test runs across staging structures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Metrics & Assessment
  - Quality Assurance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cst-bg.net: 13 clues you are doing DevOps right \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.cuelogic.com/blog/kubernetes-vs-docker-swarm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Contrasts the resource footprints and configuration requirements of
    Swarm and Kubernetes, guiding startup development teams to target Docker Swarm
    for rapid initial deployments.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Docker Swarm
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Kubernetes vs Docker Swarm: A Comprehensive Comparison
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://www.cuelogic.com/blog/pipeline-as-code:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779032180.385198
  review_metadata:
    original_url: https://www.cuelogic.com/blog/pipeline-as-code
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.965976'
  stars: 0
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  title: "cuelogic.com: Decoding Pipeline as Code (With Jenkins) \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering cuelogic.com:
    Decoding Pipeline as Code (With Jenkins) \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberark.com/resources/threat-research-blog/attacking-kubernetes-clusters-through-your-network-plumbing-part-1:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Delves into how container network interfaces (CNIs) and underlying network
    configurations can be targets for spoofing, route injection, and MITM attacks
    within shared Kubernetes clusters.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - CNI Network Vulnerabilities
  - Network Penetration Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cyberark.com: Attacking Kubernetes Clusters Through Your Network Plumbing:
    Part 1'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.cyberark.com/resources/threat-research-blog/kubesploit-a-new-offensive-tool-for-testing-containerized-environments:
  description: ''
  addition_method: manual
  content_hash: 799b738e8ccc8722ab9ce122c7a9495e214377dec12e105bf2252b8fb90c8391
  health_score: 100.0
  last_checked: 1779034235.702441
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2020'
  ai_summary: This Threat Research publication outlines the design philosophies, target
    test matrices, and operational workflows of CyberArk's offensive tool Kubesploit.
    It evaluates simulated cluster breaches and privilege escalation vectors.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Security & Hardening
  - Vulnerability Assessment
  - Educational Material
  is_microservice: false
  title: 'cyberark.com: Kubesploit: A New Offensive Tool for Testing Containerized''
    Environments'
https://www.cyberark.com/venafi-and-cyberark-machine-identity-security:
  addition_method: manual
  content_hash: 45d4e5dbdedd7f9af360adf02cd463ab622fa6a6a929778d15692cd5df742792
  health_score: 100.0
  last_checked: 1779130494.982691
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/istio.md
  - docs/kubernetes-security.md
  v2_locations:
  - istio.md
  - kubernetes-security.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.cyberark.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033258.655418
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "nixCraft \U0001F31F"
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering nixCraft
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/datacenter/linux-unix-bsd-osx-cannot-write-to-hard-disk:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031349.304701
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: 8 Tips to Solve Linux Hard Disk Problems: Like Disk Full''
    Or Can’t Write to the Disk'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    8 Tips to Solve Linux Hard Disk Problems: Like Disk Full'' Or Can’t Write to the
    Disk in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/bash-for-loop:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029364.849002
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: Bash For Loop Examples'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    Bash For Loop Examples in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/bash-shell-change-the-color-of-my-shell-prompt-under-linux-or-unix:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029130.374298
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: BASH Shell Change The Color of Shell Prompt on Linux or UNIX'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    BASH Shell Change The Color of Shell Prompt on Linux or UNIX in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/df-command-examples-in-linux-unix:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034235.042109
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to use df command in Linux / Unix {with examples}'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to use df command in Linux / Unix {with examples} in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/find-check-tls-ssl-certificate-expiry-date-from-linux-unix:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031669.269436
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to check TLS/SSL certificate expiration date from command-line'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to check TLS/SSL certificate expiration date from command-line in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/find-large-files-linux:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030736.39817
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How To: Linux Find Large Files in a Directory'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How To: Linux Find Large Files in a Directory in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/how-do-i-find-the-largest-filesdirectories-on-a-linuxunixbsd-filesystem:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034557.885963
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How To Find Largest Top 10 Files and Directories On Linux''
    / UNIX / BSD'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How To Find Largest Top 10 Files and Directories On Linux'' / UNIX / BSD in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/how-to-check-cpu-temperature-on-ubuntu-linux:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034581.753547
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to check CPU temperature on Ubuntu Linux'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to check CPU temperature on Ubuntu Linux in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/how-to-check-memory-utilization-in-linux:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029123.657087
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to check memory utilization in Linux'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to check memory utilization in Linux in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/how-to-copy-and-transfer-files-remotely-on-linux-using-scp-and-rsync:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033640.015345
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to copy and transfer files remotely on Linux using scp''
    and rsync'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to copy and transfer files remotely on Linux using scp'' and rsync in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/how-to-create-mysql-user-and-grant-permissions-in-aws-rds:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030086.656908
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to create MySQL user and grant permissions in AWS RDS'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to create MySQL user and grant permissions in AWS RDS in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/how-to-define-multiple-when-conditions-in-ansible:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030084.568259
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to define multiple when conditions in Ansible'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to define multiple when conditions in Ansible in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/how-to-flush-redis-cache-and-delete-everything-using-the-cli:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029128.466441
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to flush Redis cache and delete everything using the''
    CLI'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to flush Redis cache and delete everything using the'' CLI in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/how-to-install-gol-ang-on-ubuntu-linux:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032420.911341
  v1_locations:
  - docs/golang.md
https://www.cyberciti.biz/faq/how-to-restart-systemd-without-rebooting-linux-when-critical-libraries-installed:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029609.298164
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to restart systemd without rebooting Linux when critical''
    libraries installed'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to restart systemd without rebooting Linux when critical'' libraries installed
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/how-to-save-terminal-output-to-a-file-under-linux-unix:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032483.488158
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to save terminal output to a file under Linux/Unix'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to save terminal output to a file under Linux/Unix in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/how-to-secure-apache-with-lets-encrypt-certificates-on-rhel-8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031944.808886
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'nixCraft: How to secure Apache with Let’s Encrypt Certificates on RHEL 8'
  v1_locations:
  - docs/web-servers.md
  v2_locations:
  - web-servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering nixCraft:
    How to secure Apache with Let’s Encrypt Certificates on RHEL 8 in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/how-to-set-up-ssh-keys-on-linux-unix:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033476.819449
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: How To Set up SSH Keys on a Linux / Unix System
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering How To
    Set up SSH Keys on a Linux / Unix System in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/howto-configure-dual-wan-load-balance-failover-pfsense-router:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031676.552558
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to configure pfSense as multi wan (DUAL WAN) load balance''
    failover router'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to configure pfSense as multi wan (DUAL WAN) load balance'' failover router
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/howto-ssh-changing-passphrase:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032184.714363
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: OpenSSH Change a Passphrase With ssh-keygen command'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    OpenSSH Change a Passphrase With ssh-keygen command in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/howto-use-grep-command-in-linux-unix:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030024.606719
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "How To Use grep Command In Linux / UNIX \U0001F31F"
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering How To
    Use grep Command In Linux / UNIX \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/linux-ip-command-examples-usage-syntax:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032170.841788
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: Linux ip Command Examples'
  v1_locations:
  - docs/cheatsheets.md
  - docs/linux.md
  v2_locations:
  - cheatsheets.md
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    Linux ip Command Examples in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/linux-subnet-calculator-cidr:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030199.081731
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: Linux: IP Subnet (CIDR) Calculator That Will Help You With''
    Network Settings'
  v1_locations:
  - docs/networking.md
  v2_locations:
  - networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    Linux: IP Subnet (CIDR) Calculator That Will Help You With'' Network Settings
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/linux-unix-reuse-openssh-connection:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034313.430211
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How To Reuse SSH Connection To Speed Up Remote Login Process''
    Using Multiplexing'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How To Reuse SSH Connection To Speed Up Remote Login Process'' Using Multiplexing
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/python-execute-unix-linux-command-examples:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030593.824793
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.cyberciti.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/repeat-a-character-in-bash-script-under-linux-unix:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032162.93264
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to repeat a character ‘n’ times in Bash'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to repeat a character ‘n’ times in Bash in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/unix-linux-bash-read-comma-separated-cvsfile:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030980.934462
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: Bash Read Comma Separated CSV File on Linux / Unix'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    Bash Read Comma Separated CSV File on Linux / Unix in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/faq/unix-linux-bash-script-check-if-variable-is-empty:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030730.029562
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How To Bash Shell Find Out If a Variable Is Empty Or Not'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How To Bash Shell Find Out If a Variable Is Empty Or Not in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/files/ss.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029189.618508
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.cyberciti.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/linux-news/red-hat-introduces-new-no-cost-rhel-option:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030238.324686
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: Red Hat introduces new no-cost RHEL option'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    Red Hat introduces new no-cost RHEL option in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/open-source/command-line-hacks/bpytop-awesome-linux-macos-and-freebsd-resource-monitor:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030207.226079
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: bpytop – Awesome Linux, macOS and FreeBSD resource monitor'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    bpytop – Awesome Linux, macOS and FreeBSD resource monitor in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/open-source/command-line-hacks/linux-ls-commands-examples:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029464.823549
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: ls* Commands Are Even More Useful Than You May Have Thought'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    ls* Commands Are Even More Useful Than You May Have Thought in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/open-source/http-web-performance-proxy-load-balancer-accelerator-software:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033942.602592
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'nixCraft: 9 Awesome Open Source Web Performance Software For Linux and Unix-like''
    Systems'
  v1_locations:
  - docs/caching.md
  - docs/web-servers.md
  v2_locations:
  - caching.md
  - web-servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering nixCraft:
    9 Awesome Open Source Web Performance Software For Linux and Unix-like'' Systems
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/open-source/install-ncdu-on-linux-unix-ncurses-disk-usage:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029171.944704
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to install ncdu on Linux / Unix to see disk usage'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to install ncdu on Linux / Unix to see disk usage in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/programming/color-terminal-highlighter-for-diff-files:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031696.485645
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: diff Command Colorize Output On the Unix / Linux Command''
    Line'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    diff Command Colorize Output On the Unix / Linux Command'' Line in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/tips/check-unix-linux-configuration-file-for-syntax-errors.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033949.236141
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: 21 Examples To Make Sure Unix / Linux Configuration Files''
    Are Free From Syntax Errors'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    21 Examples To Make Sure Unix / Linux Configuration Files'' Are Free From Syntax
    Errors in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/tips/how-to-audit-ssh-server-and-client-config-on-linux-unix.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033046.480248
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: How to audit SSH server and client config on Linux/Unix'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    How to audit SSH server and client config on Linux/Unix in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/tips/linux-investigate-sockets-network-connections.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034372.710366
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.cyberciti.biz
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/tips/linux-iptables-examples.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031552.69438
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: Linux: 25 Iptables Netfilter Firewall Examples For New SysAdmins'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    Linux: 25 Iptables Netfilter Firewall Examples For New SysAdmins in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/tips/linux-security.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029154.593209
  v1_locations:
  - docs/linux.md
https://www.cyberciti.biz/tips/linux-unix-bsd-openssh-server-best-practices.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033781.96846
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: Top 20 OpenSSH Server Best Security Practices'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    Top 20 OpenSSH Server Best Security Practices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cyberciti.biz/tips/perform-simple-manipulation-of-ip-addresse.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032388.310112
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cyberciti.biz: Linux Calculating Subnets with ipcalc and sipcalc Utilities'
  v1_locations:
  - docs/networking.md
  v2_locations:
  - networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cyberciti.biz:
    Linux Calculating Subnets with ipcalc and sipcalc Utilities in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.cybercoders.com/insights/what-hiring-managers-look-for-in-a-full-stack-developer:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A market intelligence report surveying hiring requirements for full
    stack engineering roles. It maps out key technical benchmarks such as comfort
    with distributed system paradigms, experience with container systems like Docker/Kubernetes,
    and familiarity with cloud platforms, alongside essential communication and agile
    development competencies.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Career & Culture
  - Talent Acquisition
  - Full Stack Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cybercoders.com: What Hiring Managers look for in a Full Stack Developer'
  addition_method: manual
  v2_locations:
  - faq.md
https://www.cyberithub.com/70-important-kubernetes-related-tools-you-should-know-about:
  description: ''
  addition_method: manual
  content_hash: 087519a1320a756323ce49b12f926f0bed11f717e6875f81acbf0628c62146d0
  health_score: 100.0
  last_checked: 1779031181.405605
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: High-density reference list compiling over 70 popular Kubernetes utilities,
    engines, and extensions. Covers critical platform operations areas including ingress
    controllers, monitoring agents, security checkers, network analyzers, and backup
    utilities.
  language: Bash
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Operations
  - Curation
  is_microservice: false
  title: 'cyberithub.com: 70+ Important Kubernetes Related Tools You Should Know About'
https://www.cyberscoop.com/log4j-hack-security-update-ransomware:
  addition_method: manual
  content_hash: 95fc551fcd98597eac7c726efa70a4b8dc5c3d103269ac409e2a6c469c600b6c
  description: ''
  health_score: 100.0
  last_checked: 1779030035.095627
  stars: 0
  status: online
  title: 'cyberscoop.com: The Log4j flaw is the latest reminder that quick security''
    fixes are easier said than done'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.cybersecuritydive.com/news/developer-security-gitlab-devsecops:
  addition_method: manual
  content_hash: 4989b854be640c3dffa7d0d3851c5d13bbf868f106d1ee7378b7352f553209d8
  description: ''
  health_score: 100.0
  last_checked: 1779029991.585695
  stars: 0
  status: online
  title: 'cybersecuritydive.com: Relationships between DevOps, security warm slowly'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.cybersecuritydive.com/news/developer-security-gitlab-devsecops/599599:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the annual GitLab Global DevSecOps survey, demonstrating gradual
    cultural alignment between developers and security teams. Identifies lingering
    friction points, particularly testing bottlenecks and non-automated pipeline approvals.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Culture & Collaboration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cybersecuritydive.com: Relationships between DevOps, security warm slowly'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.cyera.com:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A granular guide targeting the operational management of ingress and
    egress pipelines within security-conscious setups. Traces dynamic security parameters,
    microsegmentation patterns, and real-time firewall configurations.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Security
  - Packet Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'otterize.com: Mastering Kubernetes networking: A journey in cloud-native
    packet management'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.cynet.com/incident-response/incident-response-plan:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A high-level corporate blueprint detailing the organizational and technical
    frameworks required to execute incident response when cloud assets or orchestrators
    are compromised. It highlights structured phases such as identification, containment,
    eradication, and post-incident forensic analysis. This framework underpins compliance
    and disaster readiness for mission-critical cloud-native enterprises.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security Operations
  - Incident Response
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cynet.com: Incident Report Plan (IRP)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.daan.fyi/writings/iam:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An explanatory technical guide dissecting the evaluation logic of AWS
    IAM. Details step-by-step how explicit denials, SCP boundaries, resource-based
    policies, and permission sets interact dynamically to help developers troubleshoot
    access-denied errors.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'daan.fyi: AWS IAM Demystified'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://www.danhacks.com/software/grpc-rest-graphql.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A developer's pragmatic comparison of REST, GraphQL, and gRPC. Explores
    trade-offs in payload over-fetching, type-safety, and runtime client-generation
    overhead.
  language: Agnostic
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - Patterns
  - Comparison
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'danhacks.com: REST vs. GraphQL vs. gRPC'
  addition_method: manual
  v2_locations:
  - api.md
https://www.danielstechblog.io/mitigating-slow-container-image-pulls-on-azure-kubernetes-service:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details concrete strategies to accelerate slow container image pull
    durations on AKS. Discusses configuring Azure Container Registry (ACR) replica
    caches, optimizing network speeds, and tuning persistent storage configs.
  language: Bash
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Performance & Scale
  - Container Runtimes
  - Image Pull Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'danielstechblog.io: Mitigating slow container image pulls on Azure Kubernetes
    Service'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.darkreading.com/dr-tech/fugue-adds-kubernetes-security-checks-to-secure-infrastructure-as-code:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779029466.320563
  v1_locations:
  - docs/securityascode.md
https://www.darkreading.com/dr-tech/top-10-kubernetes-security-risks-every-devsecops-needs-to-know:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032751.404419
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'darkreading.com: Top 10 Kubernetes Security Risks Every DevSecOps Pro Should''
    Know'
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering darkreading.com:
    Top 10 Kubernetes Security Risks Every DevSecOps Pro Should'' Know in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.databricks.com/blog/2020/09/11/announcing-databricks-labs-terraform-integration-on-aws-and-azure.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Announcement of the official integration allowing teams to provision
    Databricks workspaces, clusters, and notebook assets declaratively. Streamlines
    the delivery of automated data pipelines and data lakehouses within cloud-native
    platforms.
  language: English
  resource_type: Official Integration
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Databricks
  - Infrastructure Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Announcing Databricks Labs Terraform integration on AWS and Azure
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.databricks.com/dataaisummit:
  addition_method: automatic
  ai_summary: 'Curator Insight: Highly regarded as the definitive epicenter for large-scale
    data and AI engineering. Live Grounding: Real-time industry assessments verify
    that the 2026 summit focuses heavily on production-ready agentic workflows, Apache
    Airflow unified control planes, and enterprise LLM scalability. The conference
    provides cloud architects with critical, vetted strategies to transition generative
    AI from experimental pilots to resilient production environments.'
  category: ai-agents-mcp
  complexity: advanced
  content_hash: 7ecaeb0f859b2d9b15977340020b1fc69f24442d1156a089e5c5b5b0da77a01a
  description: The premier global conference for data engineering, analytics, and
    AI architectures, highlighting Spark, Delta Lake, and enterprise ML orchestration.
  hierarchy:
  - Infrastructure
  - Artificial Intelligence
  - Conferences
  is_microservice: false
  language: en
  last_checked: 1780355803.639406
  reputation_status: Vetted
  reputation_summary: Highly reputable flagship conference hosted by Databricks, globally
    recognized as a premier event for data engineering, analytics, and AI architecture
    scaling.
  resource_type: event
  social_preview_url: ''
  source_provenance: X.com (Databricks)
  stars: 4
  status: online
  suggested_new_category: conferences
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[EMERGING]'
  title: Databricks Data + AI Summit 2026 | Leading AI Conference
  year: '2026'
https://www.databricks.com/dataaisummit/session/evolving-apache-spark-structured-streaming-open-source-year-review-and:
  addition_method: automatic
  ai_summary: 'An in-depth technical retrospective and roadmap session on open-source
    Apache Spark Structured Streaming, tracking the critical evolution into Spark
    4.1 and 4.2.

    - **Architectural Value**: Addresses mission-critical streaming ETL and real-time
    ingestion pipelines.

    - **Key Features**: Highlights the new ''Real-Time Mode'' for sub-millisecond
    latencies and enhanced stateful transform utilities like `TransformWithState`.

    - **Technical Significance**: Details query evolution, state repartitioning, and
    lock revamps required to sustain high-throughput data processing in large-scale
    deployments.'
  category: aws-databases
  complexity: advanced
  content_hash: 7912725b38339251cb3b075a485f860d370fad6bddaa068c2ffe8575d18370e1
  description: A technical breakdown of Apache Spark Structured Streaming advancements
    in versions 4.1 and 4.2.
  hierarchy:
  - Data Engineering
  - Stream Processing
  - Apache Spark
  - Structured Streaming
  is_microservice: false
  language: en
  last_checked: 1780352544.370254
  reputation_status: Vetted
  reputation_summary: Highly valued session by streaming architects detailing major
    architectural improvements to open-source Apache Spark 4.1 and 4.2.
  resource_type: session
  social_preview_url: ''
  source_provenance: X.com (ApacheSpark)
  stars: 4
  status: online
  suggested_new_category: kubernetes-bigdata
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: 'Evolving Apache Spark Structured Streaming in Open Source: A Year in Review
    and the Road Ahead!'
  year: '2026'
https://www.databricks.com/dataaisummit/session/how-build-agentic-pipelines-oss-spark-declarative-pipelines:
  addition_method: automatic
  ai_summary: '### Curator Insight

    This technical session introduces Apache Spark''s next-generation Declarative
    Pipelines API, designed to bring determinism to AI-assisted ''vibe coding'' and
    agentic workflows. Presenters Scott Haines and Allison Wang outline practical
    patterns for maintaining rigorous schema validation, testability, and deterministic
    execution when integrating LLM agents with big data processing. It marks a significant
    shift from traditional DStreams or Structured Streaming toward declaratively-defined,
    self-orchestrating data lakes.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 56a0e49bbea721fdb95eab71fd37f32869fe2d371f1069b8b593b089b486ea92
  description: A technical session from Databricks Data + AI Summit 2026 highlighting
    Apache Spark's new Declarative Pipelines API and patterns for deterministic agentic
    data engineering.
  hierarchy:
  - Data Engineering
  - Apache Spark
  - Declarative Pipelines
  impact_score: 90
  is_microservice: false
  language: English
  last_checked: 1780401702.548859
  reputation_status: Vetted
  reputation_summary: An official, high-quality technical session at the Databricks
    Data + AI Summit 2026. Highly trusted and praised by the distributed systems and
    big data engineering communities.
  resource_type: Conference Session
  social_preview_url: ''
  source_provenance: X.com (ApacheSpark)
  stars: 4
  status: online
  suggested_new_category: data-engineering-and-streaming
  tags:
  - EMERGING
  - ENTERPRISE-STABLE
  title: How to Build Agentic Pipelines with OSS Spark Declarative Pipelines
  year: '2026'
https://www.databricks.com/dataaisummit/session/upcoming-apache-sparktm-42-next-chapter-unified-analytics:
  addition_method: automatic
  ai_summary: An in-depth look at Apache Spark 4.2, highlighting key architectural
    enhancements designed for high-performance AI workloads and unified analytics.
    This session details the native engine-level support for real-time feature pipelines,
    multimodal data processing, and AI-assisted SQL query planning. It highlights
    major performance upgrades for distributed streaming and batch workflows, solidifying
    Spark's role in modern enterprise data lakehouse topologies.
  category: kubernetes-bigdata
  complexity: advanced
  content_hash: 6c993f2210bed72337ea1ffb5f6e242bc41dac631d95824ef9b4a5bbb3b0c2b7
  description: A Databricks Data and AI Summit 2026 session detailing the architectural
    improvements, real-time feature pipelines, and native AI capabilities in Apache
    Spark 4.2.
  hierarchy:
  - Data Engineering
  - Big Data Engines
  - Apache Spark
  is_microservice: false
  language: en
  last_checked: 1780352828.641395
  reputation_status: Vetted
  reputation_summary: Highly regarded technical session at the Databricks Data and
    AI Summit 2026, previewing core optimizations in Apache Spark 4.2.
  resource_type: session
  social_preview_url: ''
  source_provenance: X.com (ApacheSpark)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  title: 'The Upcoming Apache Spark 4.2: The Next Chapter in Unified Analytics'
  year: '2026'
https://www.databricks.com/dataaisummit/session/whats-new-apache-sparktm-41:
  addition_method: automatic
  ai_summary: 'This core presentation from the Databricks Data + AI Summit 2026 explores
    major design shifts in Apache Spark 4.1. It introduces Spark Declarative Pipelines
    (SDP) for simplified dependency orchestration and launches a dedicated Real-Time
    Mode in Structured Streaming to achieve sub-second latency.


    * Showcases robust Python performance leaps via Arrow-native UDFs/UDTFs and pushdown
    filtering.

    * Demonstrates production-grade improvements in Spark Connect and GA SQL scripting
    structures.'
  category: kubernetes-bigdata
  complexity: Advanced
  content_hash: 386e29da2e411b9fa139ab333b1d1ea9dc7b3e9e544c1842d0d995981a5af493
  description: Architectural breakdown of technical innovations in Apache Spark 4.1,
    detailing Declarative Pipelines and Real-Time streaming enhancements.
  hierarchy:
  - Data Engineering
  - Distributed Computing
  - Apache Spark Engine
  is_microservice: false
  language: en
  last_checked: 1780352414.11571
  reputation_status: Vetted
  reputation_summary: Official Databricks Data + AI Summit presentation, establishing
    authoritative roadmap definitions for modern big data pipelines.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (ApacheSpark)
  stars: 4
  status: online
  suggested_new_category: data-engineering
  tags:
  - '[EMERGING]'
  - '[ENTERPRISE-STABLE]'
  title: What's New in Apache Spark 4.1? | Databricks Data + AI Summit 2026
  year: '2026'
https://www.datacenterdynamics.com/en/opinions/why-netops-needs-a-digital-sandbox-to-benefit-from-devops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031735.360449
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'datacenterdynamics.com: Why NetOps needs a digital sandbox to benefit from''
    DevOps'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering datacenterdynamics.com:
    Why NetOps needs a digital sandbox to benefit from'' DevOps in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.datacenterknowledge.com/cloud/pros-and-cons-kubernetes-based-hybrid-cloud:
  addition_method: manual
  content_hash: 880506c385da2f8983c1cf1e7fb0289fb628ec126ec148ff323d808e453a2afd
  description: ''
  health_score: 100.0
  last_checked: 1779033040.778517
  stars: 0
  status: online
  title: 'datacenterknowledge.com: The Pros and Cons of Kubernetes-Based Hybrid Cloud'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.datacenterknowledge.com/cloud/the-pros-and-cons-of-kubernetes-based-hybrid-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details structural advantages and operational challenges of maintaining
    a hybrid-cloud Kubernetes topology. Analyzes network latency bottlenecks, data
    compliance demands, and cluster tooling unified control setups.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cluster Architecture
  - Hybrid Cloud
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'datacenterknowledge.com: The Pros and Cons of Kubernetes-Based Hybrid Cloud'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.datacenterknowledge.com/devops/red-hat-brings-its-managed-openshift-kubernetes-service-aws:
  addition_method: manual
  content_hash: 19eff054d872011c28a707270d81a616ea90a356b7ed4cf3129995f739176622
  description: ''
  health_score: 100.0
  last_checked: 1779031302.443022
  stars: 0
  status: online
  title: 'datacenterknowledge.com: Red Hat Brings Its Managed OpenShift Kubernetes''
    Service to AWS'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.datacenterknowledge.com/hyperscalers/red-hat-brings-its-managed-openshift-kubernetes-service-to-aws:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Data Center Knowledge covers the business and technical implications
    of Red Hat's native managed service strategy on AWS, looking at enterprise hybrid
    cloud trends.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Managed Kubernetes
  - ROSA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'datacenterknowledge.com: Red Hat Brings Its Managed OpenShift Kubernetes
    Service to AWS'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.datacenterknowledge.com/open-source/explaining-knative-project-liberate-serverless-cloud-giants:
  addition_method: manual
  content_hash: d4c7167609ef325fec7ef93f9a0573b36b016ad42bd3ae5990e42ca0193de71d
  description: ''
  health_score: 100.0
  last_checked: 1779029566.343742
  stars: 0
  status: online
  title: 'datacenterknowledge.com: Explaining Knative, the Project to Liberate Serverless''
    from Cloud Giants'
  v1_locations:
  - docs/ocp4.md
  - docs/serverless.md
  year: N/A
https://www.datacenterknowledge.com/servers/explaining-knative-the-project-to-liberate-serverless-from-cloud-giants:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Examines Knative's industry goal of creating an open, pluggable platform
    layer that frees enterprise organizations from public cloud vendor lock-in.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - Knative
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'datacenterknowledge.com: Explaining Knative, the Project to Liberate Serverless
    from Cloud Giants'
  addition_method: manual
  v2_locations:
  - ocp4.md
  - serverless.md
https://www.datadoghq.com:
  description: ''
  addition_method: manual
  content_hash: 96079a3456cd59f44c688603b0fbcb676e66d81af102aaafc00d3db82ccd5d6f
  health_score: 100.0
  last_checked: 1779031849.991485
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2026'
  ai_summary: A dominant, enterprise-grade SaaS observability and security monitoring
    platform. In 2026, Datadog integrates deeply with the OpenTelemetry standard,
    combining LLM-driven anomaly detection (via Bits AI) and deep container runtime
    visibility for highly complex distributed microservice environments.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - APM
  is_microservice: true
  title: datadoghq.com
https://www.datadoghq.com/blog/monitor-vault-metrics-and-logs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep engineering guide detailing how to ingest, monitor, and alert on
    HashiCorp Vault logs and performance metrics using Datadog. Evaluates key health
    telemetry indicators including client token creation rates, lease expirations,
    system entropy, request latencies, and critical unseal events to ensure high availability
    and robust auditing.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Observability
  - Monitoring
  - Security Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'datadoghq.com: Monitor HashiCorp Vault metrics and logs'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.datadoghq.com/blog/monitoring-kafka-performance-metrics:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An exhaustive guide detailing critical Apache Kafka performance metrics
    that platform operators and SREs should monitor. Highlights broker-level telemetry
    (e.g., under-replicated partitions, active controllers) alongside client consumer
    group lag.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Observability & UI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'datadoghq.com: Monitoring Kafka performance metrics'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.datadoghq.com/resources/datadog-postgresql-cheatsheet:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A production-oriented PostgreSQL maintenance manual from Datadog. Concentrates
    on performance telemetry, vacuum parameters, deep query tracking metrics, locking
    processes, and performance troubleshooting.
  language: SQL
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Databases & Storage
  - Relational Databases
  - PostgreSQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'datadoghq.com: PostgreSQL Cheatsheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.datamechanics.co:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Announces the critical General Availability (GA) milestone of Apache
    Spark on Kubernetes in the Spark 3.1 release. Details the architectural advantages
    of using native Kubernetes scheduler bindings instead of standalone Spark or YARN
    schedulers. Live Grounding validates that this release marked the turning point
    for Kubernetes-native data engineering pipelines.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data & AI
  - Apache Spark
  - Orchestration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'datamechanics.co: Apache Spark 3.1 Release: Spark on Kubernetes is now Generally
    Available'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.datamechanics.co/blog-post/apache-spark-3-1-release-spark-on-kubernetes-is-now-ga:
  addition_method: manual
  content_hash: efcdad385764e438329e36c990283128884ef4ff0ea935bcfe0d1fd23add8d94
  description: ''
  health_score: 100.0
  last_checked: 1779033509.493999
  stars: 0
  status: online
  title: 'datamechanics.co: Apache Spark 3.1 Release: Spark on Kubernetes is now Generally''
    Available'
  v1_locations:
  - docs/kubernetes-bigdata.md
  year: N/A
https://www.datamechanics.co/blog-post/optimized-spark-docker-images-now-available:
  addition_method: manual
  content_hash: efcdad385764e438329e36c990283128884ef4ff0ea935bcfe0d1fd23add8d94
  description: ''
  health_score: 100.0
  last_checked: 1779031623.078911
  stars: 0
  status: online
  title: 'datamechanics.co: Optimized Apache Spark Docker Images'
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.datarevenue.com/en-blog/airflow-vs-luigi-vs-argo-vs-mlflow-vs-kubeflow:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033118.299501
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'datarevenue.com: Airflow vs. Luigi vs. Argo vs. MLFlow vs. KubeFlow'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering datarevenue.com:
    Airflow vs. Luigi vs. Argo vs. MLFlow vs. KubeFlow in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.datastax.com/blog/apache-cassandra-40-now-delivered-k8ssandra-amazon-eks:
  addition_method: manual
  content_hash: ba545566acbb2af32bc2b363440712e235b2a40f865f0f859ba2dce85f8af521
  description: ''
  health_score: 100.0
  last_checked: 1779033973.93775
  stars: 0
  title: 'datastax.com: Apache Cassandra 4.0 is Now Delivered Via K8ssandra on Amazon''
    EKS'
  v1_locations:
  - docs/nosql.md
  year: N/A
https://www.datree.io:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: An enterprise-grade CLI validation engine built to run policy and configuration
    checks on Kubernetes manifests. Datree evaluates configurations against schema
    rules and security standards before they reach clusters. This is a critical validation
    step for CI/CD GitOps pipelines.
  language: Go
  resource_type: tool
  complexity: intermediate
  hierarchy:
  - Cloud Native Operations
  - Kubernetes
  - Policy Enforcement
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: datree.io
  addition_method: manual
  v2_locations:
  - git.md
  - kubernetes-tools.md
  is_special: true
https://www.datree.io/resources/argocd-best-practices-you-should-know:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Expands on essential ArgoCD best practices, emphasizing the isolation
    of Git repositories for source code and Kubernetes manifests, configuring auto-prune,
    and defining declarative sync policies to maintain platform stability.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Best Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'datree.io: ArgoCD Best Practices You Should Know'
  addition_method: manual
  v2_locations:
  - argo.md
https://www.datree.io/resources/eks-1-22-upgrade-tutorial:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An operations-oriented technical walkthrough focusing on upgrading Amazon
    EKS clusters to version 1.22. It documents the impact of deprecated v1beta1 API
    removals, specifically detailing transitions for Ingress and CustomResourceDefinition
    objects. SREs can leverage this guide to configure validation scripts and preventative
    gatekeeping within CI/CD pipelines prior to AWS control-plane updates.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Managed Kubernetes
  - EKS
  - Upgrades
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'datree.io: EKS 1.22 Upgrade Tutorial'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.datree.io/resources/git-commit-message:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Guidelines for writing clean, descriptive, and parseable commit messages.
    Supports conventional commits, automating software changelogs, semantic version
    numbering, and improving code review cycles.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Version Control
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How to Get More Out of Your Git Commit Message
  addition_method: manual
  v2_locations:
  - git.md
https://www.datree.io/resources/how-to-build-a-helm-plugin-in-minutes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A developer-oriented guide outlining how to design, build, and distribute
    custom Helm plugins. The tutorial covers the CLI plugin contract, execution hook
    hooks, environment runtime variables, and best practices for extending Helm with
    customized subcommands.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Helm Plugins & Extensibility
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'datree.io: How to build a Helm plugin in minutes'
  addition_method: manual
  v2_locations:
  - helm.md
https://www.datree.io/resources/kubernetes-readiness-and-liveness-probes-best-practices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Presents six critical best practices for configuring Readiness and
    Liveness probes in high-availability environments.

    - Emphasizes decoupling internal checks from downstream components to prevent
    cascade failures.

    - Advises on using static validation policies to enforce probe definitions across
    clusters.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'datree.io: 6 Best Practices for Effective Readiness and Liveness Probes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.datree.io/resources/kubernetes-schema-validation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep dive into schema parsing and structural checking of Kubernetes
    manifests. Compares static scanning utilities with dynamic admission controllers,
    and outlines strategies for integrating automated validation policies into development
    pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development
  - Validation Protocols
  - CI/CD Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "datree.io: A Deep Dive Into Kubernetes Schema Validation \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.dbi-services.com/blog/deploying-postgresql-in-minishiftopenshift:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Guides users through deploying PostgreSQL on Minishift/OpenShift 3,
    highlighting standard volume mounting processes. Due to the deprecation of both
    OpenShift 3 and Minishift, modern applications utilize OpenShift Local and PostgreSQL
    Operator frameworks.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Database & Storage
  - Stateful Workloads
  - PostgreSQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Deploying PostgreSQL in MiniShift/OpenShift 3
  addition_method: manual
  v2_locations:
  - demos.md
https://www.decipherzone.com/blog-detail/kubernetes-vs-docker-swarm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Contrasts the architecture of Docker Swarm and Kubernetes. Compares
    the ease of setup, operational simplicity, and limited feature-set of Swarm with
    the deep customizability, security layers, and advanced scheduling of Kubernetes.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Fundamentals
  - Orchestration Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'decipherzone.com: Kubernetes vs Docker Swarm: A Container Orchestration
    Tools Comparison'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.deepinstinct.com/2021/07/01/what-makes-powershell-a-challenge-for-cybersecurity-solutions:
  addition_method: manual
  content_hash: 025bd376e73ab55c02889a83fa86bfab69f4039ac4b2cd3bc8eb9ac3a7253b6b
  description: ''
  health_score: 100.0
  last_checked: 1779034012.79842
  stars: 0
  status: online
  title: "deepinstinct.com: What makes powershell a challenge for cybersecurity solutions?'
    \U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.deepinstinct.com/blog/what-makes-powershell-a-challenge-for-cybersecurity-solutions:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: An analysis explaining why PowerShell poses unique challenges to traditional
    Endpoint Detection and Response (EDR) agents. It details memory-only script execution
    techniques (fileless malware), obfuscation, and bypass patterns that avoid disk
    auditing. This highlights the absolute necessity of enabling PowerShell Transcription
    logging and Constrained Language Mode in production.
  language: PowerShell
  resource_type: Security Analysis
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security & Compliance
  - PowerShell Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "deepinstinct.com: What makes powershell a challenge for cybersecurity solutions?
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://www.deloitte.com/de/de/services/consulting/services/center-of-excellence-application-modernization.html:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Details the strategy of Deloitte's EMEA Center of Excellence for enterprise
    application modernization. Explains how consulting frameworks assess legacy codebases,
    evaluate migration paths, and apply cloud-native solutions to modernize large-scale
    systems.
  language: German
  resource_type: Service Overview
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Migration & Modernization
  - Enterprise Solutions
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'deloitte.com/de: EMEA Center of Excellence for Application Modernization
    and Migration'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.deloitte.com/es/es/services/consulting/blogs/todo-tecnologia/fargate-con-eks.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates using AWS Fargate with Amazon EKS to run serverless Kubernetes
    pods. Eliminates the overhead of configuring, patching, and scaling standard EC2
    worker node pools, transferring structural management duties back to AWS.
  language: Spanish
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Kubernetes & EKS
  - Serverless Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'deloitte.com: Fargate con EKS'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://www.deloitte.com/es/es/services/consulting/blogs/todo-tecnologia/infrastructure-as-code-iac-con-terraform.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical strategy paper discussing the cultural, operational, and
    fiscal impact of adopting Terraform within massive legacy enterprises. Focuses
    on change management, center of excellence setups, and pipeline safety.
  language: Spanish
  resource_type: Strategy Document
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Enterprise Strategy
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'deloitte.com: Infrastructure as Code (IaC) con Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.deloitte.com/us/en/insights/industry/government-public-sector-services.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Addresses the hybrid integration of Agile practices within strictly
    regulated, legacy Waterfall enterprise environments. Details techniques for implementing
    iterative testing, continuous integration, and phased feedback loops to de-risk
    waterfall releases without violating structural compliance protocols.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Hybrid Methodologies
  - Agile-Waterfall Integration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'deloitte.com: Bringing Agile benefits to a waterfall project'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.deloitte.com/us/en/what-we-do/capabilities/cloud-transformation/collections/cloud-podcast.html:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: This discussion shifts the industry focus away from simple tooling loops
    to prioritize organizational psychology as the true engine of DevOps performance.
    Highlights the minimization of structural silos as a core technical enabler.
  language: N/A
  resource_type: Podcast
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Culture
  - Enterprise Transformation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "deloitte.com: Culture change, not tech, is the secret to DevOps success
    (podcast) \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.designgurus.io/blog/Monolithic-Service-Oriented-Microservice-Architecture:
  addition_method: manual
  content_hash: e939a04ce0073d466b49762e6285ab59f71f5058c86118a4939c4fd5bb131e08
  description: ''
  health_score: 100.0
  last_checked: 1779030574.620627
  stars: 0
  title: '==designgurus.io: Monolithic vs. Service-Oriented vs. Microservice Architecture:''
    Top Architectural Design Patterns=='
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.designgurus.io/blog/monolithic-service-oriented-microservice-architecture:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Compares monolithic systems, Enterprise Service Bus (ESB)-based SOAs,
    and decoupled microservices. Identifies modern trade-offs such as operational
    complexity, deployment velocity, and distributed transaction management.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Patterns
  - Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'designgurus.io: Monolithic vs. Service-Oriented vs. Microservice Architecture:
    Top Architectural Design Patterns'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.devbattles.com/en/sand/post-1752-Python_sorting_lists_by_sort__with__in_simple_words:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030946.238383
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.devbattles.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.devbattles.com/en/sand/post-1754-Python_list_Functions_and_Methods_lists:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030046.472757
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.devbattles.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.devbattles.com/en/sand/post-1757-Python_Flask_Part_1_Hello_World:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033274.991639
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.devbattles.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.devclass.com/ci-cd/2020/10/06/open-sauce-rancher-25-puts-new-ui-forward-gets-to-continuously-delivering/1628365:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: An archival product review documenting the launch of Rancher 2.5, which
    redesigned the platform's dashboard UI and introduced automated multi-cluster
    application delivery powered by Fleet GitOps tools.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Management
  - Product Updates
  - Rancher 2.5
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devclass.com: Open sauce - Rancher 2.5 puts new UI forward, gets to continuously
    delivering'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.devclass.com/ci-cd/2021/03/23/git-a-march-on-gitlab-1310-ramps-up-security-adds-support-for-openshift-dora/1619889:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A product breakdown of the GitLab 13.10 release, highlighting its improved
    OpenShift integration and built-in DORA metrics tracking. These features help
    enterprise teams better evaluate development velocity, pipeline health, and deploy
    cycles.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Collaborative Platforms
  - DevSecOps Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devclass.com: Git a March on: GitLab 13.10 ramps up security, adds support
    for OpenShift, DORA'
  addition_method: manual
  v2_locations:
  - git.md
? https://www.devclass.com/containers/2020/05/04/openshift-44-goes-all-out-on-mixed-workloads-puts-observability-at-devs-fingertips/1625566
: description: ''
  year: '2020'
  stars: 4
  ai_summary: Details the application metrics and performance observability enhancements
    introduced in OpenShift 4.4. Focuses on developer-centric telemetry visualization,
    built-in Prometheus metric configurations, and unified operations management for
    mixed VM and container runtimes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Release Diagnostics
  - Observability Frameworks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "devclass.com: OpenShift 4.4 goes all out on mixed workloads, puts observability
    at devs’ fingertips \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.devclass.com/containers/2021/01/07/safetyfirst-prometheus-224-finally-features-tls-on-http-serving-endpoints/1626636:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the inclusion of native TLS encryption and basic authentication
    on HTTP endpoints starting in Prometheus 2.24. This change improved security by
    removing the historical requirement to deploy Nginx or Apache sidecar reverse
    proxies in front of Prometheus to secure control traffic.
  language: Go
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devclass.com: Safety…first? Prometheus 2.24 finally features TLS on HTTP
    serving endpoints'
  addition_method: manual
  v2_locations:
  - prometheus.md
? https://www.devclass.com/containers/2021/01/13/docker-its-not-dead-yet-but-theres-a-tendency-to-walk-away-security-report-finds/1620265
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores shifting enterprise preferences from traditional Docker runtimes
    to modern, container runtime standards like containerd and CRI-O. Focuses on security
    reports indicating how Kubernetes runtime deprecations and attack-surface reduction
    drive this trend.
  language: English
  resource_type: Technical News
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - Container Security
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devclass.com: Docker: It’s not dead yet, but there’s a tendency to walk
    away, security report finds'
  addition_method: manual
  v2_locations:
  - devsecops.md
? https://www.devclass.com/containers/2021/01/26/haproxy-ingress-controller-15-introduces-mtls-support-gives-load-balancing-experts-more-power/1619777
: description: ''
  year: '2021'
  stars: 3
  ai_summary: Reviews the release of HAProxy Ingress Controller 1.5, highlighting
    security enhancements and client certificate verification support at the edge.
    Live Grounding validates that mTLS validation at the Ingress tier is a standard
    approach for offloading TLS termination from microservices while meeting zero-trust
    design requirements.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'devclass.com: HAProxy Ingress Controller 1.5 introduces mTLS support, gives
    load balancing experts more power'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
? https://www.devclass.com/containers/2021/04/09/kubernetes-121-unloads-pod-security-adds-dual-ipv4/ipv6-networking-and-shuts-down-gracefully/1623619
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight discusses Kubernetes 1.21 dropping PodSecurityPolicy,
    adding dual IPv4/IPv6 networking, and implementing graceful shutdowns. In 2026,
    dual-stack networking is highly standard, having originated from these architectural
    changes.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Kubernetes Core
  - Cluster Security
  - v1.21
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devclass.com: Kubernetes 1.21 unloads pod security, adds dual IPv4/IPv6
    networking, and shuts down gracefully'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
? https://www.devclass.com/containers/2021/09/02/rancher-presents-first-big-release-after-suse-acquisition-ups-game-on-hosted-cluster-provisioning/1627301
: description: ''
  year: '2021'
  stars: 2
  ai_summary: A release overview tracking the launch of Rancher 2.6, the first landmark
    version following SUSE's acquisition. Highlights the platform's refined user experience
    and deep public cloud managed-cluster provisioning tools.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Management
  - Product Updates
  - Rancher 2.6
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devclass.com: Rancher presents first big release after SUSE acquisition,
    ups game on hosted cluster provisioning'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.devclass.com/databases/2021/04/20/apache-kafka-280-previews-life-without-zookeeper/1627009:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the technical implications of running Apache Kafka without its
    legacy ZooKeeper dependency as introduced in version 2.8.0. Explains how KRaft-based
    metadata replication simplifies cluster management and scales partition throughput
    limits.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Architecture & KRaft
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'devclass.com: Apache Kafka 2.8.0 previews life without ZooKeeper'
  addition_method: manual
  v2_locations:
  - message-queue.md
? https://www.devclass.com/devops/2021/12/09/terraform-11-moves-forward-with-refactoring-helpers-and-native-terraform-cloud-integration/1621944
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the architecture of the Terraform 1.1 release, focusing on native
    `moved` blocks which revolutionized configuration refactoring. This shift eliminated
    manual, error-prone `terraform state mv` CLI runs in CI/CD pipelines, allowing
    developers to declaratively trace resource migrations directly inside codebases.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform Engine
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devclass.com: Terraform 1.1 moves forward with refactoring helpers and native
    Terraform Cloud integration'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.developer.com/design/event-driven-microservices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030683.539871
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developer.com: An Introduction to Event Driven Microservices'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developer.com:
    An Introduction to Event Driven Microservices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.developer.com/design/solving-microservices-anti-patterns:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030727.451758
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'developer.com: Overcoming the Common Microservices Anti-Patterns'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering developer.com:
    Overcoming the Common Microservices Anti-Patterns in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.devopsdigest.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Curator Insight: An executive-facing digest on technical pipeline achievements
    and enterprise vendor tools. Live Grounding: Translates high-level technical updates
    into business insights, focusing on investment returns and organizational productivity.'
  language: en
  resource_type: Industry News
  complexity: Intermediate
  hierarchy:
  - DevOps & Platforms
  - Resources
  - Industry News
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: devopsdigest.com
  addition_method: manual
  v2_locations:
  - devops.md
https://www.devopsdigest.com/cicd-deployments-how-to-expedite-across-a-kubernetes-environment-with-devops-orchestration:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Accelerating release cycles in Kubernetes environments requires modernizing
    the CI/CD pipeline with cloud-native orchestration techniques. By automating build,
    test, and container promotion workflows, teams can minimize deployment errors
    and configuration drift. The focus is on implementing progressive delivery strategies
    such as canary and blue-green deployments to de-risk production releases.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD
  - Kubernetes Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devopsdigest.com: CI/CD Deployments: How to Expedite Across a Kubernetes
    Environment With DevOps Orchestration'
  addition_method: manual
  v2_locations:
  - cicd.md
  - faq.md
https://www.devopsonline.co.uk/chatops-devops-scrumops-and-5-other-ops-religions:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A critical and entertaining analysis evaluating the landscape of modern
    operations paradigms (DevOps, ChatOps, GitOps, DevSecOps, etc.). It helps organizations
    separate practical, architectural delivery models from mere industry marketing
    buzzwords, highlighting what truly drives velocity and reliability.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI/CD
  - Methodology
  - Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devopsonline.co.uk: ChatOps, DevOps, ScrumOps and 5 Other Ops religions'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.devopsonline.co.uk/devops-and-the-emergence-of-testops:
  description: ''
  addition_method: manual
  health_score: 80.0
  last_checked: 1779029423.783311
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2020'
  ai_summary: Addresses operational alignment challenges between DevOps deployment
    speeds and QA operations. Argues for the programmatic codification of testing
    metrics and test configurations directly within target pipelines.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - TestOps Strategy
  is_microservice: false
  title: 'devopsonline.co.uk: DevOps and the emergence of TestOps!'
https://www.devopsonline.co.uk/robotics-and-automation-to-cause-anxiety-for-workers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This research outlines the sociotechnical friction generated by rapid
    automated pipeline deployments and cognitive labor automation. It instructs operational
    leaders on how to design supportive training matrices that alleviate engineer
    anxiety during automation rollouts.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Automation Impact
  - Sociotechnical Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devopsonline.co.uk: Robotics and automation to cause anxiety for workers'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.devopsonline.co.uk/the-role-of-automation-in-devops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes how automation affects software reliability and deployment
    speeds. Details how automating tests and deployments reduces human error and secures
    consistent, compliant environments at scale.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Automation Philosophy
  - Continuous Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devopsonline.co.uk: The role of Automation in DevOps'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.devopstoolkitseries.com:
  description: '- [youtube: Jenkins X: The Recipe For Continuous Delivery](https://www.youtube.com/watch?v=ihHr-iLfEGo)'
  year: '2020'
  stars: 0
  ai_summary: A video-guided tutorial from the DevOps Toolkit Series demonstrating
    Jenkins X setups. It details the process of establishing Kubernetes-native continuous
    delivery, showcasing automated PR checks and progressive staging mechanics.
  language: English
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD Platforms
  - Kubernetes-Native CI
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: devopstoolkitseries.com
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.devopszone.info:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Curator Insight: Aggregates community blog posts and shared telemetry
    workflows. Live Grounding: Serves as a crowdsourced hub highlighting practical
    engineering tricks and alternative infrastructure strategies.'
  language: en
  resource_type: Community Aggregator
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Resources
  - Community Aggregators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: devopszone.info
  addition_method: manual
  v2_locations:
  - devops.md
https://www.devopszone.info/post/an-introduction-to-git-flow-workflow:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: An introductory primer explaining the core architectural components
    of the GitFlow branching pattern. It focuses on the division of responsibilities
    among the main, develop, hotfix, and feature branches to help developers transition
    away from unstructured branching habits.
  language: Markdown
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devopszone.info: An Introduction To Git-flow Workflow'
  addition_method: manual
  v2_locations:
  - git.md
https://www.devopszone.info/post/devsecops-explained:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A conceptual guide defining DevSecOps, detailing the critical practice
    of 'shifting security left'. Discusses integrating automated security gates—specifically
    SAST, DAST, and software composition analysis—directly within standard build environments.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devopszone.info: DevSecOps Explained'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.devprojournal.com/technology-trends/kubernetes/containers-kubernetes-and-software-development-in-2021:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Evaluates market adoption trends of container ecosystems. Discusses
    how organizations leverage automated container configurations to speed up local
    testing cycles, isolate software runtimes, and optimize multi-cloud deployment
    paradigms.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Orchestration
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devprojournal.com: Containers, Kubernetes and Software Development in 2021'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.devroom.io/2011/07/05/git-squash-your-latests-commits-into-one:
  description: ''
  year: '2011'
  stars: 0
  ai_summary: A direct, syntax-focused reference detailing how to coalesce multiple
    local micro-commits into a single master delivery. Provides rapid, actionable
    CLI examples using 'git reset' and 'git rebase' to clean up local histories prior
    to public repository synchronization.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Advanced Git
  - History Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'devroom.io: Git Squash your latests commits into one'
  addition_method: manual
  v2_locations:
  - git.md
https://www.devspace.sh:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: DevSpace is a high-performance developer command-line tool designed
    to lower the Kubernetes learning curve. It provides extremely fast, bidirectional
    file synchronization that bypasses container rebuilding cycles for instant hot-reloading.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Kubernetes Developer Experience
  - Inner-Loop Automation
  - DevSpace
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: devspace.sh
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://www.devteam.space/blog/10-best-jenkins-plugins-for-devops:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A comparative analysis evaluating the top 10 enterprise plugins critical
    for scaling CI/CD pipelines, highlighting security integrations, Kubernetes agent
    controllers, and pipeline visualization plugins.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Plugin Management
  - Ecosystem Curations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devteam.space: 10 Best Jenkins Plugins For DevOps'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.devzero.io/blog/kubernetes-autoscaling:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Optimizing the inner-loop developer experience in Kubernetes requires
    special tooling to bypass slow build-and-deploy cycles. This guide reviews practical
    tips for configuring local debugging environments, port forwarding, and syncing
    code directly into remote dev clusters. Implementing these techniques allows developers
    to debug code in real time within a cluster-like context.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Development Environments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'devzero.io: Kubernetes Debugging Tips'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.devzero.io/blog/kubernetes-debugging-tips:
  addition_method: manual
  content_hash: eef5f046b2d9eb2de95b2e403e731fbffdd725ad7b531c77a76a470dea141dd6
  description: ''
  health_score: 100.0
  last_checked: 1779031591.920426
  stars: 0
  status: online
  title: 'devzero.io: Kubernetes Debugging Tips'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://www.dex.dev/dex-videos/development-clusters:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030018.987583
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dex.dev: Local Development Clusters'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dex.dev:
    Local Development Clusters in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.dex.dev/dex-videos/templating-solutions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029132.8168
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dex.dev: YAML Templating Solutions: Helm & Kustomize'
  v1_locations:
  - docs/kustomize.md
  - docs/yaml.md
  v2_locations:
  - kustomize.md
  - yaml.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dex.dev:
    YAML Templating Solutions: Helm & Kustomize in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://www.diagrams.net:
  addition_method: manual
  content_hash: 571420716ee518b93d7f6ca7b4e7ffa6f3d3779b10cf3b6982361132c14b2ebe
  description: ''
  health_score: 100.0
  last_checked: 1779032179.876327
  stars: 0
  status: online
  title: diagrams.net
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://www.diagrams.net/blog/drawio-aws-cloudcraft:
  addition_method: manual
  content_hash: 3dfdcd11f832e7a800d14289d4e0c7ec9465424fc0f1dc612390a7cf72e366ab
  description: ''
  health_score: 100.0
  last_checked: 1779030430.140327
  stars: 0
  title: 'diagrams.net: Use Cloudcraft to export your AWS architecture to a .drawio''
    diagram'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://www.diariocordoba.com/cordoba-ciudad/2021/12/26/autonomo-espana-sigue-profesion-riesgo-61023753.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An opinion piece analyzing the socio-economic and regulatory hurdles
    faced by independent professionals in Spain. It contrasts high fiscal pressure
    and flat tax contribution requirements against the relative ease and incentives
    provided in neighboring European economies.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Careers
  - Freelancing
  - Spanish Market
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'diariocordoba.com: «Ser autónomo en España sigue siendo una profesión de
    riesgo»'
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.diffblue.com:
  description: ''
  addition_method: manual
  content_hash: 1f2fa905dbfe44baff58be763eef1c97894ac1651b8e60afe20667d06db28130
  health_score: 100.0
  last_checked: 1779030736.619915
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2022'
  ai_summary: Looks at Diffblue's AI-driven approach to automated test generation.
    Utilizes automated analysis algorithms to maintain Java unit test blocks and reduce
    manual developer test-writing burdens.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - AI-Powered QA
  is_microservice: false
  title: Diffblue
https://www.digitalocean.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A developers-first cloud services platform focusing on simplicity, lower
    cost predictability, and rapid droplet virtual server allocations. Expanded enterprise
    capacities to accommodate containerized microservices and modern pipelines.
  language: N/A
  resource_type: Cloud Provider
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - Alternative Clouds
  - DigitalOcean
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Digital Ocean
  addition_method: manual
  v2_locations:
  - digitalocean.md
https://www.digitalocean.com/blog/kubernetes-for-startups-why-when-and-how-to-adopt:
  addition_method: manual
  content_hash: 1e5719beb1fc9c9fc436c2b9c6a23109d2aea3a58dce644d042adec3a2b68c53
  description: ''
  health_score: 100.0
  last_checked: 1779029900.014052
  stars: 0
  status: online
  title: 'digitalocean.com: Kubernetes for startups: Why, when, and how to adopt'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.digitalocean.com/blog/vanilla-kubernetes-vs-managed-kubernetes:
  addition_method: manual
  content_hash: d2d88011753183cdd2ee842c60bb975720d75b08c2b947bc9caafeb90c79c4fd
  health_score: 100.0
  last_checked: 1779031776.934628
  v1_locations:
  - docs/about.md
https://www.digitalocean.com/community/books/from-containers-to-kubernetes-with-node-js-ebook:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A practical, application-focused eBook demonstrating the end-to-end
    containerization lifecycle of a Node.js application. It walks through drafting
    efficient Dockerfiles, setting up local development via Minikube, and writing
    declarative manifests to scale production microservices on Kubernetes.
  language: English
  resource_type: Book
  complexity: Beginner
  hierarchy:
  - Training
  - Books
  - NodeJS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'digitalocean.com: From Containers to Kubernetes with Node.js eBook'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.digitalocean.com/community/books/understanding-the-dom-document-object-model-ebook:
  description: ''
  addition_method: manual
  content_hash: dd64ce0189a7f65d807732c11a16fba83da29e2f350c3440d00b80a0af205f89
  health_score: 100.0
  last_checked: 1779033224.160378
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/dom.md
  v2_locations:
  - dom.md
  year: '2026'
  ai_summary: A comprehensive pedagogical resource exploring the Document Object Model
    (DOM) as a programming interface. It introduces how modern browsers parse HTML
    into tree-like object models and details programmatic mutation approaches using
    native JavaScript APIs.
  language: JavaScript
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Web Development
  - DOM
  - JavaScript
  is_microservice: false
  title: 'digitalocean.com: Understanding the DOM — Document Object Model eBook'
https://www.digitalocean.com/community/questions/kuberntes-pvc-readwritemany-access-mode-alternative:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural guide details alternatives for resolving ReadWriteMany
    (RWX) volume constraints in environments like DigitalOcean that natively support
    only ReadWriteOnce (RWO) block storage. It outlines techniques for deploying in-cluster
    NFS servers or utilizing shared file systems like CephFS to bridge the storage
    access limitation.
  language: N/A
  resource_type: Guide
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes PVC
  - RWX Alternatives
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'Digital Ocean: Kuberntes PVC ReadWriteMany access mode alternative'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.digitalocean.com/community/tags/docker:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A comprehensive, highly updated hub of peer-reviewed Docker tutorials
    and installation guides. It covers practical topics ranging from multi-container
    application development and automated volume backups to deploying production-ready
    container hosts on public clouds. It is globally recognized as one of the best
    high-quality learning portals for container system administrators.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Infrastructure
  - Containerization
  - Documentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Digital Ocean: Docker Tutorials'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.digitalocean.com/community/tags/python:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Multi-layered tutorial portal offering system administration, server
    setup, and Django/Flask containerization guides on DigitalOcean VMs, covering
    production-grade Nginx configurations and daemon process control.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Server Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "digitalocean.com python \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://www.digitalocean.com/community/tech-talks/automating-gitops-and-continuous-delivery-with-digitalocean-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical guide on implementing declarative GitOps structures on DOKS
    using Flux CD, Terraform, and Helm charts. Provides a complete architectural template
    for managing infrastructure and application configurations declaration-first,
    reducing configuration drift in production.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Alternative Cloud
  - DigitalOcean Kubernetes (DOKS)
  - GitOps & Continuous Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'digitalocean.com: Automating GitOps and Continuous Delivery With DigitalOcean
    Kubernetes (Terraform, Helm and Flux)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.digitalocean.com/community/tech-talks/building-a-rest-api-with-django-rest-framework:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Teaches proper architectural design of decoupled REST endpoints using
    Django REST Framework (DRF). Focuses on building robust model serialization, custom
    API views, permission sets, and token-based authentication schemas.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - API Design
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'digitalocean.com: Building a REST API With Django REST Framework'
  addition_method: manual
  v2_locations:
  - python.md
https://www.digitalocean.com/community/tech_talks/automating-gitops-and-continuous-delivery-with-digitalocean-kubernetes:
  addition_method: manual
  content_hash: 59cc9a415b65e1e74221197c25f524afb9dc3be62692c03acd91c2d2d734a067
  description: ''
  health_score: 100.0
  last_checked: 1779032369.181686
  stars: 0
  status: online
  title: 'digitalocean.com: Automating GitOps and Continuous Delivery With DigitalOcean''
    Kubernetes (Terraform, Helm and Flux)'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.digitalocean.com/community/tech_talks/building-a-rest-api-with-django-rest-framework:
  addition_method: manual
  content_hash: ba0bfdb77380ce20039292edbecf507c2a151f4c8300b0cede0133540138d2d2
  description: ''
  health_score: 100.0
  last_checked: 1779030803.904462
  stars: 0
  status: online
  title: 'digitalocean.com: Building a REST API With Django REST Framework'
  v1_locations:
  - docs/python.md
  year: N/A
https://www.digitalocean.com/community/tools:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An aggregate repository of developer-led open-source automation templates,
    networking tools, and infrastructure deployment scripts optimized for the DigitalOcean
    platform ecosystem.
  language: N/A
  resource_type: Community Hub
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - Alternative Clouds
  - Community Portal
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Community Tools \U0001F31F"
  addition_method: manual
  v2_locations:
  - digitalocean.md
https://www.digitalocean.com/community/tools/nginx:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: An interactive visual web config builder for constructing highly secure
    and performant NGINX configuration templates. Addresses reverse proxy configurations,
    SSL parameters, caching limits, and security headers.
  language: JavaScript
  resource_type: Web App
  complexity: Intermediate
  hierarchy:
  - Web Servers
  - NGINXConfig
  - Community Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: NGINXConfig
  addition_method: manual
  v2_locations:
  - web-servers.md
  - digitalocean.md
https://www.digitalocean.com/community/tutorial-series/how-to-code-in-python-3:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Comprehensive multi-part instructional series covering fundamental to
    advanced Python programming paradigms, including variables, control structures,
    list manipulations, object orientation, and error handling. Highly stable reference
    for standardizing engineering skills.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - Learning Resources
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "digitalocean.com: How To Code in Python 3 \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://www.digitalocean.com/community/tutorial_series/how-to-code-in-python-3:
  addition_method: manual
  content_hash: 0cec78e750e4543bf9b456231295cf2a5c90e99d2798222ccf4cc84c5d1a928c
  description: ''
  health_score: 100.0
  last_checked: 1779030401.3801
  stars: 0
  status: online
  title: "digitalocean.com: How To Code in Python 3 \U0001F31F"
  v1_locations:
  - docs/python.md
  year: N/A
https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A cutting-edge deployment guide illustrating execution profiles of the
    revolutionary DeepSeek R1 reasoning models inside newly provisioned high-performance
    DigitalOcean GPU Droplets. Addresses architectural configurations for model weights
    and CUDA drivers.
  language: Python/Shell
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence & Machine Learning
  - LLM Deployment
  - DeepSeek R1
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: How to run Deepseek R1 LLMs on GPU Droplets
  addition_method: manual
  v2_locations:
  - ai.md
  - digitalocean.md
https://www.digitalocean.com/community/tutorials/how-to-build-a-custom-terraform-module:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An educational workflow outlining step-by-step module construction in
    Terraform. Details module inputs, outputs, structure conventions, and guidelines
    for publishing modules to external registries.
  language: HCL
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform Modules
  - Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'digitalocean.com: How To Build a Custom Terraform Module'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.digitalocean.com/community/tutorials/how-to-create-a-twitterbot-with-python-3-and-the-tweepy-library:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Curator Insight: Demonstrates authenticating and streaming data via
    developer APIs utilizing the Tweepy toolkit in Python.

    Live Grounding: Details multi-tiered OAuth setups, stream handlers, error processing,
    and deploying basic asynchronous triggers to build reliable event-driven micro-agents.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - API Integration
  - Social Bots
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'digitalocean.com: How To Create a Twitterbot with Python 3 and the Tweepy
    Library'
  addition_method: manual
  v2_locations:
  - python.md
https://www.digitalocean.com/community/tutorials/how-to-debug-node-js-with-the-built-in-debugger-and-chrome-devtools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive tutorial on attaching Chrome DevTools directly to Node.js
    backend processes. Step-by-step guidance on setting execution break points, inspecting
    call stacks, and detecting memory leaks.
  language: JavaScript
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Developer Workspace
  - Diagnostics & Debugging
  - Browser Developer Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'digitalocean.com: How To Debug Node.js with the Built-In Debugger and Chrome
    DevTools'
  addition_method: manual
  v2_locations:
  - ChromeDevTools.md
https://www.digitalocean.com/community/tutorials/how-to-deploy-a-scalable-and-secure-django-application-with-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A definitive deployment manual demonstrating how to host, scale, and
    secure Python Django applications using Kubernetes. Explores decoupling static
    assets to object storage, wrapping backend gunicorn runtimes, orchestrating connection-pooled
    PostgreSQL services, and utilizing Secrets for environmental configuration safety.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Development
  - Python
  - Scalability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'digitalocean.com: How To Deploy a Scalable and Secure Django Application
    with Kubernetes'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.digitalocean.com/community/tutorials/how-to-deploy-to-kubernetes-using-argo-cd-and-gitops:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A practical implementation guide showcasing the deployment of containerized
    workloads onto DigitalOcean Kubernetes (DOKS) using ArgoCD. Establishes a complete
    declarative delivery pipeline driven by version-controlled manifests.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'digitalocean.com: How to Deploy to Kubernetes using Argo CD and GitOps'
  addition_method: manual
  v2_locations:
  - argo.md
? https://www.digitalocean.com/community/tutorials/how-to-set-up-an-elasticsearch-fluentd-and-kibana-efk-logging-stack-on-kubernetes
: description: ''
  year: '2020'
  stars: 0
  ai_summary: A classic, step-by-step tutorial on deploying the enterprise-grade EFK
    (Elasticsearch, Fluentd, Kibana) stack. Details how to orchestrate Fluentd as
    a DaemonSet to parse container logs, store them in a stateful Elasticsearch cluster,
    and build analysis dashboards in Kibana.
  language: None
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Log Management & Diagnostics
  - Log Aggregation
  - EFK Stack Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'digitalocean.com: How To Set Up an Elasticsearch, Fluentd and Kibana (EFK)
    Logging Stack on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.digitalocean.com/community/tutorials/how-to-speed-up-static-web-pages-with-varnish-cache-server-on-ubuntu-20-04:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A hands-on installation manual detailing how to integrate Varnish Cache
    on Ubuntu VM environments to accelerate static content delivery. Serves as an
    excellent foundational reference for monolithic deployments and non-containerized
    reverse proxies.
  language: Bash
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Infrastructure & Caching
  - Edge Caching
  - VM Administration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'digitalocean.com: How To Speed Up Static Web Pages with Varnish Cache Server
    on Ubuntu 20.04'
  addition_method: manual
  v2_locations:
  - caching.md
https://www.digitalocean.com/community/tutorials/how-to-structure-a-terraform-project:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Explains foundational directory layout designs and file separation protocols
    for building robust, scalable codebases. Highlights best practices for segregating
    development, staging, and production environments via directories instead of simple
    workspaces. Live grounding validates that this file structural layout remains
    the base standard for enterprise repository templates.
  language: HCL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Project Structure
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "digitalocean.com: How To Structure a Terraform Project \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.digitalocean.com/community/tutorials/how-to-use-journalctl-to-view-and-manipulate-systemd-logs:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates how to query systemd logs using `journalctl`. Outlines
    critical filtering options such as boot times, service identifiers, priority levels,
    and timestamp intervals to isolate OS errors and runtime anomalies.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Administration
  - Systemd Logs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "digitalocean.com: How To Use Journalctl to View and Manipulate Systemd Logs
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://www.digitalocean.com/community/tutorials/how-to-use-the-python-map-function:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Deep dive into the `map()` built-in function for functional-style operations.
    Demonstrates applying transformations to list elements lazily via generator-like
    behaviors, optimizing iteration memory performance over massive datasets.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - Functional Programming
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "digitalocean.com: How To Use the Python Map Function \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://www.digitalocean.com/community/tutorials/how-to-use-where-clauses-in-sql:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An educational guide to utilizing WHERE clauses in relational database
    engines. Details query filtering optimization, index utilization during scan paths,
    and the deployment of complex boolean logic inside relational tables.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - SQL
  - Query Mechanics
  - Filtering
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'digitalocean.com: How To Use WHERE Clauses in SQL'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.digitalocean.com/community/tutorials/maven-commands-options-cheat-sheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An extensive technical overview of Maven build targets and system variables.
    Curator Insight targets its strength in resolving dependency trees. Live Grounding
    shows its daily utility during manual compilation tasks inside enterprise projects.
  language: Shell
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Build Automation
  - Maven
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: journaldev.com
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.digitalocean.com/community/tutorials/understanding-data-types-in-javascript:
  addition_method: manual
  content_hash: 20002fd61349a8e3fdfa2574ceac993257c7bb352f5d910a7cf7d54e3152e4e5
  health_score: 100.0
  last_checked: 1779029838.924647
  needs_ai_refresh: true
  v1_locations:
  - docs/javascript.md
https://www.digitalocean.com/docs/app-platform:
  addition_method: manual
  content_hash: 4be27189ee40809202794969d2283984663c5749fe383a7d87b1a3f3d9b5ef06
  description: ''
  health_score: 100.0
  last_checked: 1779029594.759314
  stars: 0
  status: online
  title: App Platform
  v1_locations:
  - docs/digitalocean.md
  year: N/A
https://www.digitalocean.com/docs/kubernetes/how-to/autoscale:
  addition_method: manual
  content_hash: ed647863b5cccd628154fe3cf51c8fcb273dcd48a2cbbaf29a8db33b523520aa
  description: ''
  health_score: 100.0
  last_checked: 1779029459.745743
  stars: 0
  status: online
  title: 'DigitalOcean Kubernetes: DOKS Cluster Autoscaler'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://www.digitalocean.com/pricing:
  addition_method: manual
  content_hash: 2015b8e7ec0655c03264fb0973ea6907b641918fa6d01f1d5b8718c3a16df465
  description: ''
  health_score: 100.0
  last_checked: 1779033044.856117
  needs_ai_refresh: true
  stars: 0
  title: Digital Ocean pricing
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://www.digitalocean.com/products/kubernetes:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Fully managed Kubernetes distribution that abstracts master node architecture,
    allowing users to rapidly deploy clusters. Features simplified persistent block
    storage volumes, automated node auto-scaling, and painless ingress configurations.
  language: N/A
  resource_type: Cloud Service
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Alternative Clouds
  - Kubernetes (DOKS)
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Digital Ocean Kubernetes (DOKS)
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
  - digitalocean.md
https://www.digitalocean.com/resources/articles/kubernetes-for-startups:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architectural strategy guide assessing the costs and benefits of
    introducing Kubernetes inside early-stage startup ecosystems. Covers common mistakes
    like over-engineering cluster setups early on and maps out criteria for when to
    transition from PaaS tools to fully-managed Kubernetes environments.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Strategy
  - Platform Strategy
  - Adoption Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'digitalocean.com: Kubernetes for startups: Why, when, and how to adopt'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.digitalpeer.com/blog/create-a-gui-application-using-qt-and-python-in-minutes-example-web-browser:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Step-by-step tutorial on building desktop graphical user interfaces
    using PyQt and QtWebEngine. Explains MVC architecture in Python GUI frameworks
    and quickly instantiates a minimal web browser interface, detailing event loop
    integrations.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python GUI
  - PyQt
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'Create a GUI Application Using Qt and Python in Minutes: Example Web Browser'
  addition_method: manual
  v2_locations:
  - python.md
https://www.dlford.io/ansible-orchestration-how-to-home-lab-part-10:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical blueprint for orchestrating home lab infrastructures using
    modular Ansible playbooks. Curator Insight highlights its step-by-step approach
    to mapping variables, while Live Grounding validates its continued relevance for
    self-hosted DevOps environments using decoupled role directories.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Playbook Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "dlford.io: Orchestrate Your Systems with Ansible Playbooks - How to Home
    Lab Part 10 \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.docker.com/blog/announcing-the-compose-specification:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.562924
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "docker.com: Announcing the Compose Specification \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering docker.com:
    Announcing the Compose Specification \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/awesome-compose-app-samples-for-project-dev-kickoff:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031849.933485
  stars: 0
  title: 'Awesome-Compose: Application samples'
  v1_locations:
  - docs/other-awesome-lists.md
  year: N/A
  is_special: true
https://www.docker.com/blog/containerized-python-development-part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034461.550682
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docker.com: Containerized Python Development – Part 1'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docker.com:
    Containerized Python Development – Part 1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.docker.com/blog/containerized-python-development-part-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029110.452823
  stars: 0
  title: 'docker.com: Containerized Python Development – Part 2'
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.docker.com/blog/containerized-python-development-part-3:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032524.697861
  stars: 0
  title: 'docker.com: Containerized Python Development – Part 3'
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.docker.com/blog/creating-the-best-linux-development-experience-on-windows-wsl-2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.569007
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Creating the best Linux Development experience on Windows & WSL 2
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Creating
    the best Linux Development experience on Windows & WSL 2 in the Kubernetes Tools
    ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/dear-moby-2-kubernetes-in-production:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031808.042858
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docker.com: Kubernetes in Production Environments'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docker.com:
    Kubernetes in Production Environments in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.docker.com/blog/docker-compose-for-amazon-ecs-now-available:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.485052
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docker.com: Docker Compose for Amazon ECS Now Available'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docker.com:
    Docker Compose for Amazon ECS Now Available in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/docker-desktop-wsl-2-backport-update:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736057.836049
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Docker Desktop & WSL 2 – Backport Update
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Docker
    Desktop & WSL 2 – Backport Update in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/docker-github-actions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735950.479044
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docker.com: Docker Github Actions'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docker.com:
    Docker Github Actions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/docker-hardened-images-for-every-developer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.561205
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Docker Hardened Images for Every Developer
  v1_locations:
  - docs/docker.md
  - docs/kubernetes.md
  - docs/securityascode.md
  v2_locations:
  - docker.md
  - kubernetes.md
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Docker
    Hardened Images for Every Developer in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/docker-hub-experimental-cli-tool:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.484722
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  - '[EMERGING]'
  title: 'docker.com: Docker Hub Experimental CLI tool'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docker.com:
    Docker Hub Experimental CLI tool in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/from-docker-straight-to-aws:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031360.304027
  stars: 0
  title: From Docker Straight to AWS
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.docker.com/blog/how-to-develop-inside-a-container-using-visual-studio-code-remote-containers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736168.273797
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "docker.com: How to Develop Inside a Container Using Visual Studio Code Remote'
    Containers \U0001F31F"
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering docker.com:
    How to Develop Inside a Container Using Visual Studio Code Remote' Containers
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/how-to-train-and-deploy-a-linear-regression-model-using-pytorch-part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736144.211231
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docker.com: How to Train and Deploy a Linear Regression Model Using PyTorch''
    – Part 1 (Machine Learning)'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docker.com:
    How to Train and Deploy a Linear Regression Model Using PyTorch'' – Part 1 (Machine
    Learning) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/how-to-use-the-official-nginx-docker-image:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736180.241603
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: How To Use the Official NGINX Docker Image
  v1_locations:
  - docs/web-servers.md
  v2_locations:
  - web-servers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering How To
    Use the Official NGINX Docker Image in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/intro-guide-to-dockerfile-best-practices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.359904
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docker.com: Intro Guide to Dockerfile Best Practices'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docker.com:
    Intro Guide to Dockerfile Best Practices in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/new-docker-compose-v2-and-v1-deprecation:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.484153
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docker.com: Docker Compose: What’s New, What’s Changing, What’s Next'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docker.com:
    Docker Compose: What’s New, What’s Changing, What’s Next in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/reduce-your-image-size-with-the-dive-in-docker-extension:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.484428
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docker.com: Reduce Your Image Size with the Dive-In Docker Extension'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docker.com:
    Reduce Your Image Size with the Dive-In Docker Extension in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/speed-up-your-development-flow-with-these-dockerfile-best-practices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.483586
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'docker.com: Speed Up Your Development Flow With These Dockerfile Best Practices'
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering docker.com:
    Speed Up Your Development Flow With These Dockerfile Best Practices in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/telepresence-for-docker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032704.010871
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==docker.com: Docker and Ambassador Labs Announce Telepresence for Docker,'
    Improving the Kubernetes Development Experience== \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==docker.com:
    Docker and Ambassador Labs Announce Telepresence for Docker,' Improving the Kubernetes
    Development Experience== \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.docker.com/blog/top-questions-for-getting-started-with-docker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.483869
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "docker.com: Top Questions for Getting Started with Docker \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering docker.com:
    Top Questions for Getting Started with Docker \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/blog/year-in-review-the-most-viewed-docker-blog-posts-of-2020-part-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031865.318611
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "docker.com: Year in Review: The Most Viewed Docker Blog Posts of 2020 Part'
    1 \U0001F31F"
  v1_locations:
  - docs/docker.md
  v2_locations:
  - docker.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering docker.com:
    Year in Review: The Most Viewed Docker Blog Posts of 2020 Part' 1 \U0001F31F in
    the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.docker.com/blog/year-in-review-the-most-viewed-docker-blog-posts-of-2020-part-2:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A historical retrospect highlighting the community's primary pain points
    and engineering triumphs in 2020. Synthesizes trends around build performance,
    local developer environments, and architectural updates within the container ecosystem.
  language: English
  resource_type: Review
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Industry Trends
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "docker.com: Year in Review: The Most Viewed Docker Blog Posts of 2020 Part
    2 \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://www.docker.com/llm:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.569378
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Docker for LLMs
  v1_locations:
  - docs/ai.md
  - docs/docker.md
  - docs/serverless.md
  v2_locations:
  - ai.md
  - docker.md
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Docker
    for LLMs in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/products/container-runtime:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.166245
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Docker
  v1_locations:
  - docs/container-managers.md
  v2_locations:
  - container-managers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Docker
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.docker.com/products/telepresence-for-docker:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030563.805121
  v1_locations:
  - docs/docker.md
https://www.doppler.com/blog/environment-variables-in-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Production-focused guide on application configuration through environment
    variables. Details standard retrieval via `os.environ`, fallback logic, parsing
    configuration with modern validation engines, and secure secrets separation in
    cloud-native settings.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Python Cloud
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "doppler.com: Using Environment Variables in Python for App Configuration
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://www.dotnetcurry.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An educational resource offering deep dives into .NET enterprise application
    architectures, modern C# programming paradigms, and Azure integration. The platform
    supports developers migrating desktop architectures to modern, serverless, and
    container-based environments.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Community
  - Blogs
  - .NET Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: dotnetcurry.com
  addition_method: manual
  v2_locations:
  - azure.md
https://www.dotnetcurry.com/aspnet-core/kubernetes-for-developers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An educational guide targeted at .NET architects migrating legacy backends
    to Kubernetes. Details fundamental infrastructure layers including Pods, ReplicaSets,
    Deployments, Services, and containerization pipelines using Docker.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure & Orchestration
  - Container Orchestration
  - Kubernetes
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'dotnetcurry.com: Kubernetes for ASP.NET Core Developers – Introduction,
    Architecture, Hands-On'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://www.dotnetcurry.com/devops/workitem-customize-azure-devops-server-2020:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Details custom work item types, inherited processes, and state transition
    rule customization within Azure DevOps Server 2020 and its cloud counterpart.
    While curator insights present this as a vital operational guide for project administrators,
    2026 workflows rely more heavily on Azure DevOps REST APIs and automated webhook
    integrations to keep boards synchronized with third-party developer tools.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - Agile Project Management
  - Azure Boards Customization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dotnetcurry.com: Customization of Work Items in Azure DevOps and Azure DevOps
    Server 2020'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.dotnetcurry.com/microsoft-azure/microservices-architecture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details implementing microservices architectures specifically utilizing
    modern .NET and Azure frameworks. It explores domain partitioning, local persistent
    storage designs, and event-driven communications mediated by Azure Service Bus.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Design Patterns
  - DotNet
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "dotnetcurry.com: Microservices Architecture Pattern \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.dotnetcurry.com/visualstudio/1322/what-is-visual-studio-team-system-vsts:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Details the architectural features of Microsoft's Visual Studio Team
    Services (VSTS) before its transition to Azure DevOps. Focuses on classical application
    lifecycle management (ALM) mechanisms and pipeline integration schemas.
  language: English
  resource_type: Product
  complexity: Advanced
  hierarchy:
  - DevOps
  - Enterprise Platforms
  - Azure DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Microsoft Visual Studio Team Services (VSTS)
  addition_method: manual
  v2_locations:
  - git.md
https://www.dotnettricks.com/learn/docker/kubernetes-vs-docker-analyzing-the-differences:
  addition_method: manual
  content_hash: c907c82fe02007e97d661cc1abe654dc960c8c8e50922d10641c2a7057eef76f
  description: ''
  health_score: 100.0
  last_checked: 1779031330.96133
  stars: 0
  status: online
  title: 'dotnettricks.com: Kubernetes vs Docker: Analyzing The Differences'
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://www.downloadkubernetes.com:
  description: ''
  addition_method: manual
  content_hash: 056b2cb5ec115c6efbd14dfed2ca533b4f03bf9185e22f28b634cf49fa4e0473
  health_score: 100.0
  last_checked: 1779033903.73581
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: A simplified utility portal facilitating direct, version-specific binary
    downloads for various Kubernetes core components, including kubectl, kubeadm,
    and kubelet across multiple architectures. Streamlines manual bootstrapping and
    quick-start testing procedures.
  language: HTML
  resource_type: Web Tool
  complexity: Beginner
  hierarchy:
  - Operations
  - Installation
  - Artifact Management
  is_microservice: false
  title: "downloadkubernetes.com: Download Kubernetes \U0001F31F"
https://www.dqindia.com/secure-cicd-pipeline-tips-experts:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Aggregates engineering practices to secure continuous delivery pipelines
    from supply-chain compromises. Details techniques such as ephemeral build runner
    isolation, strict plugin auditing, dynamic credential injection, and automated
    SBOM generation.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - CI-CD
  - Pipeline Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dqindia.com: Secure your CI/CD pipeline with these tips from experts'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.drawio.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The industry-leading, highly extensible free open-source diagramming
    engine. Widely used for system design, it provides deep integration with modern
    design elements, custom XML importing, and offline execution capabilities.
  language: JavaScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Visualization
  - Diagramming SaaS
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: diagrams.net
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://www.drawio.com/blog/drawio-aws-cloudcraft:
  addition_method: manual
  content_hash: 5e2ee3bef6eee815adeb6e92d3526b2e9e870425b639a9630148edbffc9dba14
  health_score: 100.0
  last_checked: 1779130495.000524
  v1_locations:
  - docs/cloud-arch-diagrams.md
https://www.drone.io:
  description: '- [medium: Goodbye Jenkins: How Drone Simplifies CI/CD for Engineering
    Teams Everywhere](https://medium.com/@boomimagestudio-techblog/goodbye-jenkins-how-drone-simplifies-ci-cd-for-engineering-teams-everywhere-73a7db435a86)'
  year: '2026'
  stars: 0
  ai_summary: A container-native CI/CD runner engineered around YAML pipeline-as-code
    definitions. Drone isolates every build step inside a distinct, ephemeral container
    containerized workspace, resolving dependency pollution and offering a lightweight,
    modern alternative to legacy VM-based executors.
  language: Go
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Software Delivery
  - CI-CD Pipelines
  - Container-Native CI
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Drone
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.dronov.net/2024/02/22/terraform-the-terrible-en.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A deep critical review outlining inherent design limitations and architectural
    friction of the Terraform eco-system. Highlights concerns with state serialization
    hazards, syntax-level limits in HCL, and complex cyclic graphs inside enterprise
    multi-tenant designs.
  language: None
  resource_type: Opinion/Analysis
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Discussions & Critiques
  - Evolution of IaC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dronov.net: Terraform, the terrible'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.drools.org:
  addition_method: manual
  content_hash: 9ba48c51de8bd97f678635cbf921b1e938226dd658bc4c9124cdf49895811fe6
  description: ''
  health_score: 100.0
  last_checked: 1779031825.570419
  stars: 0
  status: online
  title: Drools
  v1_locations:
  - docs/postman.md
  year: N/A
https://www.dynatrace.com:
  addition_method: manual
  content_hash: b52859e7bd26d8eee1fcf3f937d39059139805550fdcecd821e606998ba30a6b
  description: ''
  health_score: 100.0
  last_checked: 1779032968.83883
  needs_ai_refresh: true
  stars: 0
  title: "Dynatrace \U0001F31F"
  v1_locations:
  - docs/devops.md
  - docs/monitoring.md
  year: N/A
https://www.dynatrace.com/hub/detail/red-hat-openshift:
  description: ''
  addition_method: manual
  content_hash: 43e6b4f9f86b5b5e7a2eeb8804832f379b1208cb64a17121073b2534bb84f233
  health_score: 100.0
  last_checked: 1779130494.99364
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2024'
  stars: 0
  ai_summary: Outlines native integration capabilities of the Dynatrace Operator inside
    Red Hat OpenShift, securing auto-discovery and telemetry indexing for containerized
    control planes, nodes, and applications.
  language: en
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Observability
  - Platform Monitoring
  - Dynatrace OpenShift
  is_microservice: true
  title: 'dynatrace.com: openshift monitoring'
https://www.dynatrace.com/news/blog/4-steps-to-modernize-your-it-service-operations-with-dynatrace:
  description: ''
  addition_method: manual
  content_hash: 82428f977338d5fa2e067755e0bd558006d07c32427f0707a4f475b63d0887c2
  health_score: 100.0
  last_checked: 1779032680.021482
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: Strategic blueprint mapping out IT Service Operations (ITOM) modernization
    using AIOps. In 2026, this process focuses on replacing manual service tickets
    with self-healing scripts triggered directly by real-time telemetry, correlating
    runtime context with topological dependencies.
  language: Markdown
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - ITOM
  is_microservice: false
  title: 'dynatrace.com: 4 steps to modernize your IT service operations with Dynatrace'
https://www.dynatrace.com/news/blog/a-look-behind-the-scenes-of-aws-lambda-and-our-new-lambda-monitoring-extension:
  addition_method: manual
  content_hash: 5e66c5eb8304231ef069a4cc2210b1420021c1de5eb9f2d3592b4c9038089477
  description: ''
  health_score: 100.0
  last_checked: 1779030730.482976
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dynatrace.com: A look behind the scenes of AWS Lambda and our new Lambda''
    monitoring extension'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dynatrace.com:
    A look behind the scenes of AWS Lambda and our new Lambda'' monitoring extension
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.dynatrace.com/news/blog/achieve-faster-time-to-value-by-deploying-thousands-of-oneagents-at-once-with-ansible-preview
: addition_method: manual
  content_hash: ffa7fcc4c2c97ca82253bc7b3b42fe68a76378d94de83c0cb3e50592ef11515b
  description: ''
  health_score: 100.0
  last_checked: 1779030708.512739
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dynatrace.com: Achieve faster time to value by deploying thousands of OneAgents''
    at once with Ansible (Preview)'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dynatrace.com:
    Achieve faster time to value by deploying thousands of OneAgents'' at once with
    Ansible (Preview) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.dynatrace.com/news/blog/amazon-cloudwatch-metric-streams-launch-partnership:
  description: ''
  addition_method: manual
  content_hash: b8026a6c3987466fbeb01c83da5660988332ca108d49dd0d826d5949e6150873
  health_score: 100.0
  last_checked: 1779032798.510912
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: Explores the integration of Amazon CloudWatch Metric Streams into external
    observability engines like Dynatrace. This streaming paradigm bypasses high-latency
    API polling, allowing real-time ingestion of cloud infrastructure health indicators.
    Highly relevant for large hybrid-cloud architectures in 2026.
  language: Markdown
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Cloud Providers
  - AWS Observability
  is_microservice: false
  title: 'dynatrace.com: Analyze all AWS data in minutes with Amazon CloudWatch Metric''
    Streams available in Dynatrace'
https://www.dynatrace.com/news/blog/automatic-connection-of-logs-and-traces-accelerates-ai-driven-cloud-analytics:
  description: ''
  addition_method: manual
  content_hash: 147d35fbb65f42b5219fef270285d0827846908e809ef0f57d0abae094e2ecf5
  health_score: 100.0
  last_checked: 1779034346.602734
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: Highlights the automatic, context-rich linking of application logs to
    trace spans. By 2026, log-trace correlation is a strict architectural requirement
    for root-cause analysis, enabling AIOps systems to instantly trace a latency spike
    back to exact exception statements in the codebase.
  language: Markdown
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Observability
  - Log Correlation
  is_microservice: true
  title: 'dynatrace.com: Automatic connection of logs and traces accelerates AI-driven''
    cloud analytics'
https://www.dynatrace.com/news/blog/devops-metrics-for-success:
  description: "1. Deployment frequency\n    2. Lead time for changes\n    3. Change
    failure rate\n    4. Mean time to restore service"
  year: '2024'
  stars: 0
  ai_summary: Examines the industry-standard DORA metrics (Deployment Frequency, Lead
    Time for Changes, Change Failure Rate, and MTTR) alongside advanced instrumentation
    models. Curator observations position these four markers as the absolute benchmark
    of elite delivery organizations. Live engineering practices emphasize that automating
    the capture of this telemetry is essential to establishing real-time value-stream
    visibility.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & SRE
  - Performance Metrics
  - DORA Keys
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dynatrace.com: 9 key DevOps metrics for success - What are the four main
    DevOps metrics? DORA’s Four Keys'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.dynatrace.com/news/blog/dynatrace-monitoring-for-kubernetes-and-openshift:
  addition_method: manual
  content_hash: 9ccba9be0fb86b8c9189b79f5a92312ceeb4cdc5ec0e35ac29fb4afce0610099
  description: ''
  health_score: 100.0
  last_checked: 1779030020.682433
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dynatrace.com: Dynatrace monitoring for Kubernetes and OpenShift'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dynatrace.com:
    Dynatrace monitoring for Kubernetes and OpenShift in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.dynatrace.com/news/blog/guide-to-automated-sre-driven-performance-engineering-analysis:
  description: ''
  addition_method: manual
  content_hash: e476451f1cdbe929f6e1dec77ce0afe0e349bbadb80a7eb496d3cc6536ff14c0
  health_score: 100.0
  last_checked: 1779032540.668838
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: Architectural guide detailing how to build automated SRE gates within
    delivery pipelines. This strategy emphasizes defining Service Level Objectives
    (SLOs) early. In 2026, this is increasingly automated using GitOps control loops
    like Keptn to continuously analyze deployment performance metrics.
  language: Markdown
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - SRE
  - Performance Engineering
  is_microservice: true
  title: "Tutorial: Guide to automated SRE-driven performance engineering \U0001F31F"
https://www.dynatrace.com/news/blog/how-to-collect-prometheus-metrics-in-dynatrace:
  description: ''
  addition_method: manual
  content_hash: 9d6be588cbfa9694df3c07e4827a6d2098e53983490982f49ea3757651323e83
  health_score: 100.0
  last_checked: 1779029119.708458
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: Technical guide outlining the ingestion of Prometheus exposition format
    metrics into enterprise backends. This hybrid topology combines Prometheus's ubiquitous
    scraping mechanism with enterprise-grade storage engines, resolving high-cardinality
    storage challenges for 2026 multi-cluster setups.
  language: Markdown
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - Prometheus Integration
  is_microservice: true
  title: 'dynatrace.com: How to collect Prometheus metrics in Dynatrace'
https://www.dynatrace.com/news/blog/how-to-solve-the-challenges-of-multicloud-aws-azure-and-gcp-observability:
  addition_method: manual
  content_hash: e785013c9edd6bd917ca156cfde26e93d5f11bb10f26ad52bfe15aef364b0907
  description: ''
  health_score: 100.0
  last_checked: 1779031094.18025
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dynatrace.com: How to solve the challenges of multicloud AWS, Azure and''
    GCP observability'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dynatrace.com:
    How to solve the challenges of multicloud AWS, Azure and'' GCP observability in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.dynatrace.com/news/blog/introducing-kafka-process-monitoring-beta:
  addition_method: manual
  content_hash: 22c0c75415f05e2e365cf38172d19b658fd1baa292b503583beab16cc385f86b
  health_score: 100.0
  last_checked: 1779034558.902514
  v1_locations:
  - docs/monitoring.md
https://www.dynatrace.com/news/blog/kubernetes-vs-docker:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A structural overview of Docker packaging standards and Kubernetes cluster
    orchestration. Breaks down runtimes, images, volume abstraction, and networking
    architectures in cloud deployments.
  language: N/A
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Fundamentals
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dynatrace.com: Kubernetes vs Docker: What’s the difference?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.dynatrace.com/news/blog/log4shell-vulnerability-discovery-and-mitigation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical guide on using APM runtime instrumentation to dynamically
    identify active Log4j vulnerabilities. It explains how tracking execution traces
    in real time helps locate vulnerable libraries that may be missed by static scan
    processes. This approach is highly effective for reducing risk in complex microservice
    architectures.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Vulnerabilities
  - Observability Mitigations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dynatrace.com: Log4Shell vulnerability discovery and mitigation require
    automatic and intelligent observability'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.dynatrace.com/news/blog/monitoring-of-kubernetes-infrastructure-for-day-2-operations:
  addition_method: manual
  content_hash: d80091ce41b70c697837365214e78dd16d9830767df89d94a0fa1dcafa4c1283
  description: ''
  health_score: 100.0
  last_checked: 1779029473.433245
  stars: 0
  status: online
  title: 'dynatrace.com: Monitoring of Kubernetes Infrastructure for day 2 operations'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.dynatrace.com/news/blog/new-dynatrace-operator-elevates-cloud-native-observability-for-kubernetes:
  description: ''
  addition_method: manual
  content_hash: ccba37d4e92fa9424c045e83f72e2a7dc036a815c178f64ae58eb51fa0178678
  health_score: 100.0
  last_checked: 1779032150.887909
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: Introduces the Dynatrace Kubernetes Operator, which automates full-stack
    observability rollout. By 2026, the Operator pattern has become the industry standard
    for lifecycle management, injecting tracing agents and managing eBPF runtime collectors
    without manually modifying application YAMLs.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Observability
  - Kubernetes Operators
  is_microservice: true
  title: 'dynatrace.com: New Dynatrace Operator elevates cloud-native observability''
    for Kubernetes'
https://www.dynatrace.com/news/blog/optimizing-jenkins-to-ensure-fast-build-times-with-dynatrace:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Strategic architectural post detailing Dynatrace-driven optimization
    patterns to prevent build queuing, trace bottlenecked pipeline dependencies, and
    monitor overall health.
  language: None
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Observability
  - Infrastructure Monitoring
  - Dynatrace APM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dynatrace.com: optimizing jenkins to ensure fast build times with dynatrace'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.dynatrace.com/news/blog/successful-kubernetes-monitoring-3-pitfalls-to-avoid:
  description: ''
  addition_method: manual
  content_hash: 13be9e7cb10f887611173207fa17ac6da6bfe09d438340b6cffdc7741db30520
  health_score: 100.0
  last_checked: 1779032159.967015
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: An analysis of critical pitfalls in Kubernetes monitoring, focusing
    on metric explosion, siloed data pools, and lack of correlation. 2026 engineering
    solutions resolve these issues by relying on automated, sidecar-less auto-injection
    and intelligent AIOps platforms to trace short-lived ephemeral containers.
  language: Markdown
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - Kubernetes Monitoring
  is_microservice: true
  title: Successful Kubernetes Monitoring – Three Pitfalls to Avoid
https://www.dynatrace.com/news/blog/the-power-of-openshift-the-visibility-of-dynatrace:
  addition_method: manual
  content_hash: 6e6b006c8ad3ff374bffcd0e2b586e65ac14cfa773fa322a8fb32db18af6d287
  description: ''
  health_score: 100.0
  last_checked: 1779030862.417127
  stars: 0
  status: online
  title: 'dynatrace.com: The Power of OpenShift, The Visibility of Dynatrace'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.dynatrace.com/news/blog/what-are-microservices:
  addition_method: manual
  content_hash: 0c5b775b31d8502e7fd415c0b3c40ea561fade36e3fc26c291ea9bc10e527f02
  description: ''
  health_score: 100.0
  last_checked: 1779032179.766269
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dynatrace.com: What are microservices? All you need to know'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering dynatrace.com:
    What are microservices? All you need to know in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.dynatrace.com/news/blog/what-is-container-security:
  addition_method: manual
  ai_summary: An essential guide to the fundamentals of modern container security
    systems. Details the isolation boundaries constructed by namespaces and cgroups,
    and outlines strategies for preventing escape-vector vulnerability trends.
  complexity: Intermediate
  content_hash: 7af1eac9c49daf7564d9851bf29e77ae72c48307523030b22167ad4c08971ee7
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Security
  - Infrastructure Hardening
  - Container Security
  is_microservice: false
  language: en
  last_checked: 1779032108.536839
  resource_type: blog
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'dynatrace.com: Container security: What it is, why it’s tricky, and how''
    to do it right'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
https://www.dynatrace.com/news/blog/what-is-keptn-how-it-works-and-how-to-get-started:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how Keptn abstracts CD and automated operations away from brittle
    scripts. Highlights how combining Dynatrace's enterprise APM observability with
    Keptn's automated quality gates ensures high-assurance software promotion.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Lifecycle
  - Continuous Delivery
  - Enterprise Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dynatrace.com: What is keptn, how it works and how to get started!'
  addition_method: manual
  v2_locations:
  - keptn.md
https://www.dynatrace.com/news/blog/what-is-kubernetes-2:
  description: ''
  addition_method: manual
  content_hash: b6aa513cc1db10cac5f76b40565b3521d2217e0bdefceedf1f650dde7f583c93
  health_score: 100.0
  last_checked: 1779130494.956921
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2023'
  stars: 0
  ai_summary: Details operational processes for managing high-capacity Kubernetes
    deployments during Day 2 lifecycle stages. Emphasizes automated root-cause analysis,
    platform capacity planning, and microservices service-mesh integration.
  language: en
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Platform Monitoring
  - Kubernetes Day 2
  is_microservice: true
  title: 'dynatrace.com: Monitoring of Kubernetes Infrastructure for day 2 operations'
https://www.dynatrace.com/news/blog/what-is-observability-2:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Expands the definition of observability beyond simple logs, metrics,
    and tracing, arguing for contextual topology maps, automatic root-cause identification,
    and continuous profiling. Curator Insight: Vendor-informed perspective on next-gen
    APM. Live Grounding: Emphasizes the need for automated graph topology representations
    over pure telemetry pipelines.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Theory
  - APM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dynatrace.com: What is observability? Not just logs, metrics and traces'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.dynatrace.com/news/blog/what-is-openshift-2:
  description: ''
  addition_method: manual
  content_hash: 37e88677c117c44649424c80639037d4a3abbadc1c59ad215d21ef52c27c6166
  health_score: 100.0
  last_checked: 1779130494.921624
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2023'
  stars: 0
  ai_summary: Explores structural synergies between enterprise Kubernetes distribution
    OpenShift and Dynatrace monitoring. Covers auto-injection, security mapping, and
    automated application discovery patterns.
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Platform Monitoring
  - Dynatrace OpenShift Integration
  is_microservice: true
  title: 'dynatrace.com: The Power of OpenShift, The Visibility of Dynatrace'
https://www.dynatrace.com/news/blog/what-is-opentelemetry:
  addition_method: manual
  content_hash: 2f1c7d25bf413fe0e4ed59975c1aa3aa530e5d742e93df1f3962779f880749d0
  health_score: 100.0
  last_checked: 1779130494.962826
  v1_locations:
  - docs/monitoring.md
https://www.dynatrace.com/news/blog/what-is-opentelemetry-2:
  addition_method: manual
  content_hash: c6fb6df528c831204a375f912e85648fe80f3940fceb7130c32a7ddeaf9e958b
  description: ''
  health_score: 100.0
  last_checked: 1779031464.657057
  stars: 0
  title: 'dynatrace.com: What is  OpenTelemetry? An open-source standard for logs,''
    metrics, and traces'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.dynatrace.com/news/blog/why-conventional-observability-fails-in-kubernetes-environments-a-real-world-use-case:
  addition_method: manual
  content_hash: e785013c9edd6bd917ca156cfde26e93d5f11bb10f26ad52bfe15aef364b0907
  description: ''
  health_score: 100.0
  last_checked: 1779034039.666118
  review_metadata:
    original_url: https://www.dynatrace.com/news/blog/why-conventional-observability-fails-in-kubernetes-environments-a-real-world-use-case
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.953125'
  stars: 0
  status: online
  title: "dynatrace.com: Why conventional observability fails in Kubernetes environments—A'
    real-world use case \U0001F31F"
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.dynatrace.com/news/blogwhat-is-keptn-how-it-works-and-how-to-get-started:
  addition_method: manual
  content_hash: 0c97e86a39f7692330f7f474e76b4aea3799b1099c4ab8c3463de73d66babed1
  description: ''
  health_score: 100.0
  last_checked: 1779029378.636435
  stars: 0
  status: online
  title: 'dynatrace.com: What is keptn, how it works and how to get started!'
  v1_locations:
  - docs/keptn.md
  year: N/A
https://www.dynatrace.com/news/engineering:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A deep dive into Kubernetes Role-Based Access Control (RBAC) mechanisms
    and configuration patterns. The guide stresses the architectural importance of
    the Principle of Least Privilege, outlining best practices for defining Roles
    and ClusterRoles. Practical mitigation strategies focus on auditing wildcard permissions
    to avoid escalation risks.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Access Control
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'engineering.dynatrace.com: Kubernetes Security Best Practices -Part 1: Role
    Based Access Control (RBAC)'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.dynatrace.com/news/tag/log4shell:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An archive explaining how full-stack observability pipelines can help
    identify vulnerable Log4j executions. It covers using application performance
    monitoring (APM) and runtime profiling to map active memory execution traces.
    This method allows organizations to detect and isolate exploits without relying
    solely on static image scanning.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerabilities
  - Observability Mitigations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'dynatrace.com: Log4Shell vulnerability'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.dynatrace.com/resource-center/log4j-vulnerability:
  addition_method: manual
  content_hash: 13152ef3e0122f98882a119a498f3235c315c21a9f034f69f095d0ac5e212f35
  description: ''
  health_score: 100.0
  last_checked: 1779030570.188264
  stars: 0
  status: online
  title: 'dynatrace.com: Log4Shell vulnerability'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.dynatrace.com/solutions/observability-for-developers:
  description: "- [rookout.com: Developer Tools for Kubernetes in 2021 – Skaffold,
    Tilt, and Garden (Part 2)](https://www.dynatrace.com/solutions/observability-for-developers/-part-2)
    In that previous blog post, I also mentioned another tool – Skaffold. While Skaffold
    has limited ability to define Kubernetes applications and build and deploy them
    in CI/CD pipelines, it’s core functionality is creating a development environment
    for Kubernetes. In this blog post, I’ll discuss the alternative tools of doing
    just that – spinning up a development environment on Kubernetes. So let’s go into
    an in-depth comparison of Skaffold, Tilt, and Garden. **I will not be covering
    Microsoft Draft, as the Github repository appears to be archived and has had no
    new versions in 2020.**\n    - [rookout.com: Developer Tools for Kubernetes in
    2021: Lens, VSCode, IntelliJ, & Gitpod (Part 3)](https://www.dynatrace.com/solutions/observability-for-developers/-part-3)\n
    \   - [rookout.com: Developer Tools for Kubernetes in 2021: Docker, Kaniko, Buildpack
    & Jib (Part 4)](https://www.dynatrace.com/solutions/observability-for-developers/-part-4)\n
    \   - [rookout.com: Developer Tools for Kubernetes in 2021: Development Machines
    (Part 5)](https://www.dynatrace.com/solutions/observability-for-developers)"
  year: '2021'
  stars: 0
  ai_summary: Comprehensive multi-part review of critical Kubernetes development tools.
    Examines deployment mechanisms (Helm, Kustomize), real-time sync engines (Skaffold,
    Tilt, Garden), IDE extensions, and container building alternatives.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes Developer Experience
  - Inner-Loop Automation
  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rookout.com: Developer Tools for Kubernetes in 2021: Helm, Kustomize, and
    Skaffold (Part 1)'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
  - kubernetes-based-devel.md
https://www.dynatrace.com/solutions/observability-for-developers/-development-machines-part-5:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.957667
  v1_locations:
  - docs/kubernetes-based-devel.md
https://www.dynatrace.com/solutions/observability-for-developers/-part-2:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.940654
  review_metadata:
    original_url: https://www.dynatrace.com/solutions/observability-for-developers/-part-2
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.940656'
  status: review_required
  v1_locations:
  - docs/kubernetes-based-devel.md
https://www.dynatrace.com/solutions/observability-for-developers/-part-3:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.967235
  v1_locations:
  - docs/kubernetes-based-devel.md
https://www.dynatrace.com/support/help/cloud-platforms/openshift/full-stack/deploy-oneagent-on-openshift-container-platform:
  addition_method: manual
  content_hash: f6686e0b945d94f02077b6d9b750177ef7c816abee0e605dad98c14108f57154
  description: ''
  health_score: 100.0
  last_checked: 1779030522.935695
  stars: 0
  status: online
  title: 'dynatrace.com: Deploy OneAgent on OpenShift Container Platform'
  v1_locations:
  - docs/monitoring.md
  year: N/A
? https://www.dynatrace.com/support/help/technology-support/application-software/other-technologies/supported-out-of-the-box/activemq
: addition_method: manual
  content_hash: f5ba0823c9d9b36d5be29a3845820d35714e37c3e9ea29fbd208961729d9b389
  health_score: 100.0
  last_checked: 1779031089.649879
  v1_locations:
  - docs/monitoring.md
https://www.dynatrace.com/support/help/technology-support/application-software/other-technologies/supported-out-of-the-box/kafka:
  addition_method: manual
  content_hash: b32927e8a283e3f885b9506ad747110ab91b5196adc1f30276e535dd1feceb78
  health_score: 100.0
  last_checked: 1779032236.758877
  v1_locations:
  - docs/monitoring.md
https://www.dynatrace.com/technologies/openshift-monitoring:
  addition_method: manual
  content_hash: a3b306ab3686ad52f4a084c8ca5b94124abd792aa78d652d0c4f78dbe57a1ff3
  description: ''
  health_score: 100.0
  last_checked: 1779030228.814833
  stars: 0
  status: online
  title: 'dynatrace.com: openshift monitoring'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.eclipse.org/jkube:
  addition_method: manual
  content_hash: 2b425737ec3ecdc20219c4eadd6dbcc2b17995f43c9b33e2972b5ea5d534fa07
  description: ''
  health_score: 100.0
  last_checked: 1779031538.578048
  stars: 0
  status: online
  title: "Eclipse JKube \U0001F31F"
  v1_locations:
  - docs/kubernetes-client-libraries.md
  - docs/maven-gradle.md
  - docs/openshift-pipelines.md
  year: N/A
https://www.eclipse.org/jkube/docs/migration-guide:
  addition_method: manual
  content_hash: ab0e44264afb6a2b0631f1a75837de7b6586b72bf623041db782a86a7214f533
  description: ''
  health_score: 100.0
  last_checked: 1779029148.728722
  stars: 0
  status: online
  title: "eclipse.org: Migration Guide for projects using Fabric8 Maven Plugin to'
    Eclipse JKube \U0001F31F"
  v1_locations:
  - docs/kubernetes-client-libraries.md
  - docs/maven-gradle.md
  year: N/A
https://www.eclipse.org/openj9:
  addition_method: manual
  content_hash: 76e4667d27e422d4ffc423ed21d09add663e3a014bed1c5c982f3722fd83715e
  health_score: 100.0
  last_checked: 1779033914.187164
  v1_locations:
  - docs/java_frameworks.md
https://www.educative.io/blog/kubernetes-deployments-strategies:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Provides deep-dive comparative matrices on deployment patterns. Evaluates
    application compatibility, infrastructure overhead, traffic routing, and rollout
    speeds.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Deployments
  - Strategies
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'educative.io: A deep dive into Kubernetes Deployment strategies'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.educative.io/courses/introduction-microservice-principles-concepts:
  addition_method: manual
  content_hash: d99819dee8a06a6736c3e8a35108d4eab64b18c6caedd689b4d69e1383a09d27
  description: ''
  health_score: 100.0
  last_checked: 1779033263.194158
  needs_ai_refresh: true
  stars: 0
  title: 'educative.io: An Introduction to Microservice Principles and Concepts'
  v1_locations:
  - docs/elearning.md
  year: N/A
https://www.educative.io/courses/learn-kubernetes:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A text-first training curriculum with browser-native sandbox environments.
    Investigates internal API server flows, cluster scheduler behaviors, and advanced
    persistent volumes without installation friction.
  language: English
  resource_type: Course
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Interactive Platform
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "educative.io/courses/the-kubernetes-course: Learn Kubernetes: A Deep Dive
    \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://www.educative.io/courses/learn-kubernetes/pods:
  addition_method: manual
  health_score: 100.0
  last_checked: 1781736057.051113
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.educative.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.educative.io/courses/the-kubernetes-course:
  addition_method: manual
  content_hash: fa9199907084e2a2a735ef746c0026445370eb6666946388fa1a3d8b29a2c00a
  description: ''
  health_score: 100.0
  last_checked: 1779031414.510176
  stars: 0
  status: online
  title: "==educative.io/courses/the-kubernetes-course: Learn Kubernetes: A Deep Dive=='
    \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://www.educative.io/courses/the-kubernetes-course/RMmq5M6Gp8R:
  addition_method: manual
  content_hash: c745b9cea25504f12537f79420b8cd9d1645e366fedd0507af66b0df47f39bf3
  description: ''
  health_score: 100.0
  last_checked: 1779032297.916508
  stars: 0
  title: 'educative.io/courses/the-kubernetes-course: Pods'
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://www.edureka.co/blog/cheatsheets/ansible-cheat-sheet-guide:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: DevOps-centric Ansible reference mapping syntax for
    playbooks, modules, and execution loops. Live Grounding: Indispensable for configuring
    enterprise system-level requirements, detailing task execution, hand-offs to Ansible
    Galaxy, and template parsing with Jinja2.'
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Configuration Management
  - Ansible
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'edureka.co: Ansible Cheat Sheet – A DevOps Quick Start Guide'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.edureka.co/blog/cheatsheets/jenkins-cheat-sheet:
  description: '- [Jenkins Cheat Sheet](https://miro.medium.com/v2/resize:fit:1400/1*5tZVl-tqZwSoxH97v4u45w.png)'
  year: '2026'
  stars: 0
  ai_summary: A high-visibility visual cheat sheet detailing Jenkins pipeline controls
    and interface tools. Curator Insight highlights its training value. Live Grounding
    shows its massive footprint across corporate Devops onboarding curricula.
  language: English
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Software Development
  - CI/CD Platforms
  - Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "edureka.co: Jenkins Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.edureka.co/blog/kubernetes-networking:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A broad, conceptual handbook introducing standard network boundaries
    in cloud-native deployments. Outlines how namespaces share interfaces within a
    pod and details the routing hops required for intra-cluster communication.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - Fundamentals
  - Overview
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'edureka.co: Kubernetes Networking – A Comprehensive Guide To The Networking
    Concepts In Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.edureka.co/blog/what-is-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory training resource detailing how Ansible leverages an
    agentless architecture to manage target environments. It explains playbooks, tasks,
    and the idempotent model that prevents state drifting. Recommended for engineers
    transitioning from manual system administration.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dureka.co: What Is Ansible?'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.edx.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A university-grade training engine hosting the Linux Foundation's official
    cloud-native course catalog. Provides rigorous theoretical lectures combined with
    command-line practice, bridging standard OS fundamentals with enterprise container
    orchestration abstractions.
  language: English
  resource_type: Training Platform
  complexity: Intermediate
  hierarchy:
  - Professional Development
  - Higher Education
  - Computer Science
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: edx.org
  addition_method: manual
  v2_locations:
  - elearning.md
https://www.edx.org/course/introduction-to-kubernetes:
  addition_method: manual
  content_hash: 1b5303c7d51b579e03ed92ff8ab39e39ca1d016cad9adb455b43d5f597548189
  description: ''
  health_score: 100.0
  last_checked: 1779030438.95161
  stars: 0
  title: 'edx.org: Introduction to Kubernetes (free)'
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://www.edx.org/learn/kubernetes/the-linux-foundation-introduction-to-kubernetes:
  addition_method: manual
  content_hash: 30ca34cd9a0e9f4eb0f86c28591dd39f904a1e29a00d2445527b0429131d9194
  health_score: 100.0
  last_checked: 1779130494.973154
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-tutorials.md
https://www.eficode.com/blog/the-future-of-kubernetes-and-why-developers-should-look-beyond-kubernetes-in-2022:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Investigates the evolutionary curve of Kubernetes, arguing that developers
    should interface with high-level platform abstractions rather than direct cluster
    resources. Focuses on tools that simplify the developer workflow, keeping Kubernetes
    in the background as a dedicated execution runtime.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Container Orchestration
  - Future Outlook
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'eficode.com: The future of Kubernetes – and why developers should look beyond
    Kubernetes in 2022'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.eksworkshop.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official Amazon EKS Workshop, serving as the industry's premier
    hands-on guide for EKS architecture. Updated consistently to reflect modern AWS
    paradigms, it leads operators through provisioning, networking (VPC CNI), security
    (IRSA), observability, and GitOps.
  language: Go
  resource_type: Interactive Guide
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Interactive Learning
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "eksworkshop.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.elastic.co/blog/elastic-and-aws-accelerate-your-cloud-migration-journey:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores integrations between Elastic Cloud and AWS native logging solutions.
    Facilitates high-velocity log ingest, distributed tracing across container environments,
    and simplified security event monitoring across cloud instances.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Enterprise Observability
  - Elastic Stack
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'elastic.co: Elastic and AWS: Accelerating the cloud migration journey'
  addition_method: manual
  v2_locations:
  - aws-monitoring.md
https://www.elastic.co/blog/monitoring-java-applications-and-getting-started-with-the-elastic-apm-java-agent:
  description: ''
  addition_method: manual
  content_hash: c3495e22ff2aaf683edb9d469ff230e4a49c40bf903be40cb03ed48c9034cb30
  health_score: 100.0
  last_checked: 1779032971.546132
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: Duplicate entry of the Elastic APM Java agent setup tutorial. The guide
    covers bytecode manipulation, agent configuration, and tracing across JVM boundaries.
    Modern 2026 architectural baselines combine this agent with modern Java virtual
    thread instrumentation.
  language: Java
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - Elastic APM
  is_microservice: true
  title: 'Monitoring Java applications with Elastic: Getting started with the Elastic''
    APM Java Agent'
https://www.elastic.co/blog/using-elastic-apm-java-agent-on-kubernetes-k8s:
  addition_method: manual
  content_hash: c3495e22ff2aaf683edb9d469ff230e4a49c40bf903be40cb03ed48c9034cb30
  description: ''
  health_score: 100.0
  last_checked: 1779034479.42487
  stars: 0
  status: online
  title: 'elastic.co: Using the Elastic APM Java Agent on Kubernetes'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.elastic.co/docs/solutions/observability/apm:
  description: ''
  addition_method: manual
  content_hash: fb141ccc6a77408d5965d0ef0d1f14c4689756b22c3e6bafb0655dbbb0aabc08
  health_score: 100.0
  last_checked: 1779130495.022996
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2024'
  stars: 0
  ai_summary: The architectural pipeline middleware component that receives telemetry
    from Elastic APM agents, validates schemas, processes events, and indexes performance
    metrics into Elasticsearch.
  language: en
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Observability
  - APM & Logging
  - Elastic APM Infrastructure
  is_microservice: true
  title: Elastic APM Server
https://www.elastic.co/es/blog/how-to-configure-elastic-cloud-on-kubernetes-with-saml-and-hot-warm-cold-architecture:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive reference guide for deploying Elastic Cloud on Kubernetes
    (ECK) implementing robust SAML authentication alongside an efficient hot-warm-cold
    storage topology. Designed to achieve secure, cost-optimized, and high-performance
    log retention structures.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Observability
  - Logging
  - Elasticsearch
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'elastic.co: How to configure Elastic Cloud on Kubernetes with SAML and hot-warm-cold
    architecture'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.elastic.co/guide/en/apm/get-started/current/components.html:
  addition_method: manual
  content_hash: be0cd5b4d802dc40d5141482807214e1121933f5f73bf44cefc75ea878693c02
  description: ''
  health_score: 100.0
  last_checked: 1779029715.168098
  stars: 0
  status: online
  title: Elastic APM Server
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.elastic.co/guide/en/kibana/5.6/introduction.html:
  addition_method: manual
  content_hash: a9e057271faf80644bd94beec92bf18495aeecfc3db50312a2994ec29cf2b7df
  health_score: 100.0
  last_checked: 1779032152.776657
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://www.elastic.co/guide/index.html:
  addition_method: manual
  content_hash: c48c87cc1c7274df4d47c1f9a2ff9fe945c2717be1b143ca319a1a9ec04006a6
  description: ''
  health_score: 100.0
  last_checked: 1779030202.14839
  needs_ai_refresh: true
  stars: 0
  title: Kibana Docs
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.elastic.co/kibana:
  description: "- [Kibana Docs](https://www.elastic.co/guide/index.html)\n    - [dzone:
    Kibana Tutorial: Part 2 - Creating Visualizations](https://logz.io/blog/kibana-tutorial-2)"
  year: '2026'
  stars: 0
  ai_summary: The industry-standard data visualization and exploration dashboard designed
    specifically for Elastic Stack and OpenSearch engines. Enables deep analytical
    queries, log visualization, machine learning anomalies detection, and application
    performance monitoring (APM) reporting.
  language: TypeScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Log Management
  - Visualization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Kibana
  addition_method: manual
  v2_locations:
  - istio.md
https://www.elastic.co/observability/application-performance-monitoring:
  description: ''
  addition_method: manual
  content_hash: e5971d25b26b438ba36c2885cb1ad9f9513f94dc3910d9b34c23ee0e2c22b612
  health_score: 100.0
  last_checked: 1779130494.93276
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2024'
  stars: 0
  ai_summary: An extensible APM engine integrated natively into the Elastic ecosystem.
    Provides distributed tracing, application-level error capturing, system metrics
    logging, and auto-instrumentation capabilities for modern software stacks.
  language: en
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Observability
  - APM & Logging
  - Elastic APM
  is_microservice: true
  title: Elastic APM
https://www.elastic.co/products/apm:
  addition_method: manual
  content_hash: 8fadd9dcd9c12e249c36f43b5f4922c0aa7abde00550a3b357cc1307d386c90d
  description: ''
  health_score: 100.0
  last_checked: 1779032550.41077
  stars: 0
  status: online
  title: Elastic APM
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.elastic.co/products/kibana:
  addition_method: manual
  content_hash: 89406a582a94e4be0821099ca2d8b83060f8e8f4d8df8360be47235aa3e99bd6
  description: ''
  health_score: 100.0
  last_checked: 1779029111.153547
  stars: 0
  status: online
  title: kibana
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.elastic.co/support/matrix:
  description: ''
  addition_method: manual
  content_hash: 61f018ae766b8e86504a32ac3601599d9221bf7c0a17d4742d949985ede1cacc
  health_score: 100.0
  last_checked: 1779031012.720469
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2021'
  ai_summary: A technical specification denoting the minimum Elasticsearch requirement
    (6.2.x) for early Elastic APM deployments. From a 2026 engineering perspective,
    this represents a legacy baseline; contemporary systems rely heavily on Elasticsearch
    8.x+ or OpenSearch to leverage advanced vector-search and schema-on-read capabilities.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Observability
  - Elastic Stack
  is_microservice: true
  title: Mininimum elasticsearch requirement is 6.2.x or higher
https://www.elconfidencial.com/alma-corazon-vida/2022-02-14/jefe-trabajo-empleo-quemado-no-puedes_3372444:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Provides actionable advice on how to raise the alarm regarding work
    overload and impending burnout to management. Recommends presenting structured
    data on ongoing tasks, mapping them to clear priorities, and proposing concrete
    technical delegation or scope-reduction options to protect developer mental health.
  language: es
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Engineering Leadership
  - Psychological Safety
  - Team Dynamics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'elconfidencial.com: La mejor forma de decirle a tu jefe que estás hasta
    arriba y no puedes más con tanto trabajo'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.elconfidencial.com/deportes/tribuna/2022-08-03/alpine-aston-martin-lawrence-stroll-luca-de-meo_3470693:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comparative leadership analysis in Spanish examining how top-down
    executive egos disrupt collaborative work cultures. This study translates effectively
    into engineering leadership lessons against micromanagement.
  language: Spanish
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Organizational Architecture
  - Engineering Management
  - Leadership Pitfalls
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blogs.elconfidencial.com: Luca de Meo y Lawrence Stroll: por qué el ego
    es el peor enemigo del gestor en la Fórmula 1'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.elconfidencial.com/espana/2022-03-18/tessa-west-psicologa-capullos-trabajo_3392185:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes toxic behavior patterns in the workplace based on research
    by organizational psychologist Tessa West. Identifies archetypes like the 'kiss-up
    kick-downer' and 'credit stealer,' offering technical leads actionable psychological
    strategies to structure team communications, restrict manipulative dynamics, and
    protect engineering output.
  language: es
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Psychological Safety
  - Team Dynamics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'elconfidencial.com: Esta psicóloga ha estudiado a los capullos de tu empresa
    y sabe por qué se comportan así'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.elconfidencial.com/juridico/2021-09-27/negociar-acuerdo-teletrabajo-guia-practica-empresas_3295723:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A legal analysis of Spain's teleworking regulatory framework (Ley de
    Teletrabajo). The article provides structured guidance on drafting compliant employment
    agreements, covering expense allocations, hardware provisioning, digital disconnection
    rights, and working hour flexibilities.
  language: Spanish
  resource_type: Legal Guide
  complexity: Intermediate
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Legal & Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'elconfidencial.com: ¿Qué negociar en el acuerdo de teletrabajo? Guía práctica
    para empresas y empleados'
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://www.elconfidencial.com/mundo/2023-03-10/milenializacion-mercado-laboral-israeli-startups_3551800:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An analytical study investigating modern employee retention trends in
    high-tech environments, specifically exploring the architectural shifts in human
    resources and corporate cultural structures.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Organizations
  - Work Culture
  - Startups
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'elconfidencial.com: Olvida RRHH, ahora es el Departamento de Diversión:
    la infantilización del país de las 6.000 ''startups'''
  addition_method: manual
  v2_locations:
  - hr.md
https://www.elconfidencial.com/tecnologia/2018-05-12/informatico-freelance-carnica-freelancer-yeeply_1562518:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: An analytical article pointing out how Spanish IT professionals are
    leveraging modern freelancing platforms to escape low-paying consulting firms.
    It introduces freelancing as a viable career transition strategy to achieve fair
    billing rates, autonomous project selections, and healthier work-life integration.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Careers
  - Freelancing
  - Spanish Market
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ¿Informático explotado en una consultora? Las webs para ‘freelances’ te salvarán
    la vida
  addition_method: manual
  v2_locations:
  - freelancing.md
? https://www.elconfidencial.com/tecnologia/2021-12-12/el-futuro-de-internet-ya-esta-aqui-y-se-llama-web3-pero-casi-nadie-sabe-lo-que-es_3339244
: description: ''
  year: '2021'
  stars: 0
  ai_summary: A Spanish-language introduction to Web3 concepts. It breaks down blockchain-based
    data layers, self-sovereign identities, decentralized governance (DAOs), and cryptographic
    tokens, contrasting them with centralized cloud infrastructure controlled by hyper-scalers.
  language: N/A
  resource_type: General Article
  complexity: Beginner
  hierarchy:
  - Emerging Paradigms
  - Web3 Architecture
  - Decentralized Systems
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'elconfidencial.com: El futuro de internet ya está aquí y se llama Web3,
    pero casi nadie sabe de qué se trata'
  addition_method: manual
  v2_locations:
  - web3.md
https://www.elconfidencial.com/tecnologia/ciencia/2022-11-18/carrera-google-meta-revolucionar-biologia_3520865:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: A deep journalistic analysis exploring the intense scientific competition
    between Google's DeepMind (AlphaFold) and Meta AI (ESMFold) in protein folding.
    Highlights the tectonic shift of biological science into a computationally intensive
    machine learning domain with staggering computing architecture demands.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - AI & Machine Learning
  - Bio-Computing
  - Protein Folding
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: "elconfidencial.com: La batalla entre Google y Meta que nadie esperaba: revolucionar
    la biología \U0001F31F"
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.elconfidencial.com/tecnologia/tribuna/2021-06-02/talento-informatica-startups-silicon-valley-google_3112087:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This critique analyzes systemic talent retention issues and the historic
    lack of senior technical opportunities in the Spanish tech sector. It contrasts
    regional startups with Silicon Valley structures to discuss talent flight.
  language: Spanish
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Regional Markets
  - Spain Tech Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blogs.elconfidencial.com: El talento atrofiado: por qué en España escasean
    los profesionales de alto nivel'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.elconfidencial.com/tecnologia/tribuna/2022-02-12/productividad-tecnologia-startups-apps_3373786:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Investigates structural productivity declines in technology and startup
    business environments, placing the blame not on individual developers but on chronic
    management flaws. Highlights issues like meeting-heavy workflows, fragmented communication
    platforms, technical debt, and a systemic lack of automated platform tooling that
    dampens developer output.
  language: es
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Engineering Leadership
  - Metrics & Analytics
  - Organizational Scaling
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'blogs.elconfidencial.com: Los españoles somos más improductivos que nunca
    y el problema no es de los empleados'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
? https://www.eleconomista.es/actualidad/noticias/11361634/08/21/El-acceso-a-financiacion-una-barrera-casi-infranqueable-para-los-autonomos.html
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033384.68206
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eleconomista.es: El acceso a financiación, una barrera (casi) infranqueable''
    para los autónomos'
  v1_locations:
  - docs/freelancing.md
  v2_locations:
  - freelancing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eleconomista.es:
    El acceso a financiación, una barrera (casi) infranqueable'' para los autónomos
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.eleconomista.es/economia/noticias/11338080/07/21/Solo-el-13-de-autonomos-en-tarifa-plana-sobrevive-despues-de-24-meses.html
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033432.306063
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eleconomista.es: Solo el 13% de autónomos en tarifa plana ''sobrevive''
    después de 24 meses'
  v1_locations:
  - docs/freelancing.md
  v2_locations:
  - freelancing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eleconomista.es:
    Solo el 13% de autónomos en tarifa plana ''sobrevive'' después de 24 meses in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.eleconomista.es/economia/noticias/11368404/08/21/Estas-son-las-cuotas-de-los-autonomos-a-la-Seguridad-Social-y-los-derechos-que-garantizan.html
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030730.31415
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eleconomista.es: Estas son las cuotas de los autónomos a la Seguridad Social''
    y los derechos que garantizan'
  v1_locations:
  - docs/freelancing.md
  v2_locations:
  - freelancing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eleconomista.es:
    Estas son las cuotas de los autónomos a la Seguridad Social'' y los derechos que
    garantizan in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.eleconomista.es/economia/noticias/11390425/09/21/Estos-son-los-gastos-de-los-autonomos-que-no-se-pueden-deducir-en-el-IVA.html
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030705.89029
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eleconomista.es: Estos son los gastos de los autónomos que no se pueden''
    deducir en el IVA'
  v1_locations:
  - docs/freelancing.md
  v2_locations:
  - freelancing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eleconomista.es:
    Estos son los gastos de los autónomos que no se pueden'' deducir en el IVA in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.eleconomista.es/economia/noticias/11391909/09/21/La-ayuda-del-SEPE-a-los-autonomos-asi-pueden-cobrar-el-paro-a-la-vez-que-trabajan.html
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030305.730337
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eleconomista.es: La ayuda del SEPE a los autónomos: así pueden cobrar el''
    paro a la vez que trabajan'
  v1_locations:
  - docs/freelancing.md
  v2_locations:
  - freelancing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eleconomista.es:
    La ayuda del SEPE a los autónomos: así pueden cobrar el'' paro a la vez que trabajan
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.eleconomista.es/motor/noticias/12630740/01/24/giga-press-la-colosal-maquina-de-tesla-que-ha-revolucionado-la-fabricacion-de-coches-electricos.html
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032421.186414
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eleconomista.es: Giga Press, la colosal máquina de Tesla que ha revolucionado''
    la fabricación de coches eléctricos'
  v1_locations:
  - docs/customer.md
  v2_locations:
  - customer.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eleconomista.es:
    Giga Press, la colosal máquina de Tesla que ha revolucionado'' la fabricación
    de coches eléctricos in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.eleconomista.es/status/noticias/10679296/07/20/Como-es-un-mal-jefe-y-que-debe-aprender-para-liderar-mejor-su-empresa-y-ser-feliz.html
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033827.506536
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'eleconomista.es: Cómo es un mal jefe y qué debe aprender para liderar mejor''
    su empresa (y ser feliz)'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering eleconomista.es:
    Cómo es un mal jefe y qué debe aprender para liderar mejor'' su empresa (y ser
    feliz) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.electron.build:
  addition_method: manual
  content_hash: 274a7234cd5be2170bbb1dbe688fb9801ca913423d250dbe059c26e141043054
  description: ''
  health_score: 100.0
  last_checked: 1779031012.21962
  needs_ai_refresh: true
  stars: 0
  title: www.electron.build
  v1_locations:
  - docs/mkdocs.md
  year: N/A
https://www.element7.io/2022/10/a-hidden-gem-two-ways-to-improve-aws-fargate-container-launch-times:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Uncovers performance mechanics to drastically reduce boot-up latency
    in AWS Fargate container instances. Examines optimizing image sizes using alpine/scratch
    structures and utilizing AWS's Seekable OCI (SOCI) lazy-loading framework.
  language: N/A
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - AWS ECS & Fargate
  - Performance Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'element7.io: A Hidden Gem: Two Ways to Improve AWS Fargate Container Launch
    Times'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
? https://www.elespanol.com/invertia/disruptores-innovadores/innovadores/tecnologicas/20230416/mainframe-repaso-pasado-futuro-tecnologia-resiste-morir/756174490_0.html
: addition_method: manual
  content_hash: b5292a9bec49f716f4dbc366038d07a113d060cdb6da907c769b4f1a5d957229
  description: ''
  health_score: 100.0
  last_checked: 1779033002.135012
  stars: 0
  status: online
  title: 'elespanol.com: Mainframe: repaso de pasado y futuro a una tecnología de''
    1944 que se resiste a morir'
  v1_locations:
  - docs/introduction.md
  year: N/A
? https://www.elespanol.com/invertia/disruptores/grandes-actores/tecnologicas/20230416/mainframe-repaso-pasado-futuro-tecnologia-resiste-morir/756174490_0.html
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Analiza la longevidad del hardware mainframe y su continua relevancia
    en el sector financiero y asegurador. Explora cómo las arquitecturas heredadas
    se integran con nubes híbridas modernas mediante APIs y capas de compatibilidad.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Legacy
  - Mainframe
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'elespanol.com: Mainframe: repaso de pasado y futuro a una tecnología de
    1944 que se resiste a morir'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.elespanol.com/reportajes/20211211/tipos-trabajar-sin-desfallecer-consejos-maribel-garben/633687616_0.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An executive taxonomy of common corporate leadership styles (e.g., authoritarian,
    absent, collaborative). It provides software engineers with specific upward management
    techniques to preserve productivity and set boundaries.
  language: Spanish
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Engineering Management
  - Upward Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'elespanol.com: Qué tipos de jefes hay y cómo trabajar con ellos sin desfallecer:
    los consejos de Maribel Garben'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.elfinanciero.com.mx/empresas/2021/07/06/tu-jefe-no-siempre-tiene-la-razon-de-que-manera-puedes-contradecirlo:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Discusses strategic frameworks for engineers to constructively challenge
    management decision-making. Emphasizes grounding alternative proposals in empirical
    system metrics, security considerations, or architectural risk analysis to foster
    bidirectional feedback and prevent high-impact development blunders.
  language: es
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Psychological Safety
  - Communication Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'elfinanciero.com.mx: Tu jefe no siempre tiene la razón: ¿de qué manera puedes
    contradecirlo?'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.empathy.co/blog/hat-ci-cd-for-deploying-cloud-native-applications:
  addition_method: manual
  content_hash: 23e20aa587c8dbc90e9eddee36993010985b849181fba015cff5686d2fef5130
  description: ''
  health_score: 100.0
  last_checked: 1779030980.048608
  stars: 0
  status: online
  title: 'empathy.co: HAT: CI/CD for Deploying Cloud Native Applications'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://www.empowersurvivors.net:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical blueprint demonstrating how to integrate Ansible playbooks
    as provisioning engines inside HashiCorp Packer build runs. Outlines processes
    to construct audited, standardized, and security-hardened Docker images.
  language: YAML/HCL
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Image Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'getbetterdevops.io: Build Docker Images Using Ansible and Packer'
  addition_method: manual
  v2_locations:
  - terraform.md
  - ansible.md
https://www.engineeringmanagement.info/2017/02/planning-and-schedule-free-templates.html:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: A curated repository containing free, downloadable project planning,
    scheduling, and Gantt chart templates designed to assist engineering managers
    in tracking milestones and system deployments.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Project Management
  - Templates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'engineeringmanagement.info: Planning and Schedule Free Templates'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://www.enmilocalfunciona.io/aprende-a-configurar-thanos-usando-docker-compose:
  addition_method: manual
  content_hash: d6fa078ea7954a163775efed6a82f7ae1e550cba5d95a0eba10706b6cb602c7c
  health_score: 100.0
  last_checked: 1779130495.001655
  needs_ai_refresh: true
  v1_locations:
  - docs/prometheus.md
https://www.enmilocalfunciona.io/mostrando-resultados-de-jenkins-en-grafana-mediante-influxdb:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight details a pipeline monitoring design pattern utilizing
    InfluxDB and Grafana to visualize Jenkins build metrics and durations. Live Grounding
    highlights that rendering historical telemetry is crucial for detecting performance
    regressions in CI/CD runner pools. While OpenTelemetry is standardizing in 2026,
    the legacy InfluxDB exporter remains heavily deployed.
  language: Spanish
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Observability
  - Metrics Collection
  - Grafana InfluxDB Integration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "Mostrando resultados de Jenkins en Grafana mediante InfluxDB \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://www.enriquedans.com/2023/12/el-desastre-del-software-y-la-automocion.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Reflexiona sobre la crisis de desarrollo de software en la industria
    automotriz global. Analiza la transición crítica de la ingeniería puramente mecánica
    hacia ecosistemas de software complejos basados en actualizaciones OTA.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Methodology
  - Quality
  - Embedded Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enriquedans.com: El desastre del software y la automoción'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.enter.co/especiales/dev/herramientas-dev/estos-son-los-10-lenguajes-de-programacion-mas-populares-en-2021:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Revisa los lenguajes de programación más influyentes y demandados del
    año 2021, evaluando su adopción en microservicios, frontend y desarrollo móvil.
    Ayuda a los equipos de desarrollo a evaluar qué tecnologías garantizan mayor facilidad
    para contratar talento y compatibilidad de librerías a largo plazo.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Software Engineering Principles
  - Programming Languages
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'enter.co: Estos son los 10 lenguajes de programación más populares en 2021'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.enterpriseai.news/2021/01/22/red-hats-disruption-of-centos-unleashes-storm-of-dissent:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029459.387622
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'enterpriseai.news: Red Hat’s Disruption of CentOS Unleashes Storm of Dissent'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering enterpriseai.news:
    Red Hat’s Disruption of CentOS Unleashes Storm of Dissent in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.enterprisetimes.co.uk/2020/07/23/monolithic-versus-microservice-architecture:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034034.55175
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Monolithic versus Microservice architecture
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Monolithic
    versus Microservice architecture in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.entrepreneur.com:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analysis of team timeline planning utilities, providing technical
    leaders with actionable parameters to choose optimal roadmap platforms aligned
    with team velocity and sizing.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Project Management
  - Agile Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'entrepreneur.com: Which Project Management Timeline Tool Is Right for Your
    Team?'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://www.entrepreneur.com/article/267642:
  addition_method: manual
  content_hash: 973ef918541e9e6bcdbc36422cdc2bcc120685c3858b8db2e2e7dffa39ada1de
  description: ''
  health_score: 100.0
  last_checked: 1779032556.739442
  stars: 0
  status: online
  title: 'entrepreneur.com: Las 10 preguntas que debes hacerte para saber si eres''
    un buen líder'
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://www.entrepreneur.com/article/356991:
  addition_method: manual
  content_hash: 51ea2f30f48d504a4d7ec99eba3dba67f77d4c14944290e6a4f8a543c4bab531
  description: ''
  health_score: 100.0
  last_checked: 1779030348.305446
  stars: 0
  status: online
  title: 'entrepreneur.com: Which Project Management Timeline Tool Is Right for Your''
    Team?'
  v1_locations:
  - docs/project-management-tools.md
  year: N/A
https://www.entrepreneur.com/article/365880:
  addition_method: manual
  content_hash: 973ef918541e9e6bcdbc36422cdc2bcc120685c3858b8db2e2e7dffa39ada1de
  description: ''
  health_score: 100.0
  last_checked: 1779029827.116304
  stars: 0
  status: online
  title: 'entrepreneur.com: ¿Cómo manejar un equipo que trabaja desde sus casas?'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://www.env0.com/blog/ansible-vs-terraform-when-to-choose-one-or-use-them-together:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines how to combine Terraform and Ansible in hybrid pipelines. Details
    architectures for provisioning base cloud infrastructure with Terraform while
    using Ansible for VM-level configuration.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'env0.com: Ansible vs Terraform: Choose One or Use Both?'
  addition_method: manual
  v2_locations:
  - iac.md
https://www.env0.com/blog/automated-drift-detection-with-env0:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: Explores proactive drift auditing integrated directly inside deployment
    management tools. Highlights strategies for early alerts when manual security
    group modifications threaten pipeline compliance.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "env0.com: Automated Drift Detection \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.env0.com/blog/how-to-use-terraform-providers:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: An in-depth conceptual breakdown demonstrating how Terraform interacts
    with external APIs using provider abstraction boundaries. Covers versioning lockfiles,
    provider block configuration, and source mirror configurations.
  language: HCL
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Core Concepts
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'env0.com: How to Use Terraform Providers'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.env0.com/blog/were-opensourcing-terratag-to-make-multicloud-resource-tagging-easier:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Introduction to Terratag, an open-source CLI tool designed to automatically
    inject standard tagging and metadata into all Terraform resources before planning/applying.
    Crucial for establishing centralized cost allocation and organization-wide governance.
  language: English
  resource_type: Developer Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Tagging & Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'env0.com: We’re Opensourcing Terratag to Make Multicloud Resource Tagging
    Easier'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.envoyproxy.io:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Homepage for Envoy Proxy, the C++ cloud-native L7 edge and service proxy.
    Serving as the primary data plane for Istio and modern gateway tools, it offers
    unmatched extensibility, advanced load balancing, and dynamic runtime configuration.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Data Plane
  - Proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: envoyproxy.io
  addition_method: manual
  v2_locations:
  - servicemesh.md
  - istio.md
https://www.envoyproxy.io/docs/envoy/latest/api-docs/xds_protocol:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The formal specification detailing Envoy's suite of discovery services
    (xDS), utilizing gRPC and REST for dynamic resource configuration. It outlines
    the core mechanics of Listener (LDS), Route (RDS), Cluster (CDS), and Endpoint
    (EDS) discovery APIs. This protocol defines how modern cloud-native proxies continuously
    pull real-time configuration updates from centralized control planes without data
    plane interruption.
  language: Protobuf
  resource_type: Specification
  complexity: Expert
  hierarchy:
  - Cloud Native Networking
  - Data Plane
  - APIs & Protocols
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: xDS REST and gRPC protocol
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.envoyproxy.io/docs/envoy/latest/start/install:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Distribution platform providing certified binaries, installer packages,
    and bootstrapping resources for Envoy Proxy, facilitating direct deployments on
    local machines or hybrid container systems.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Data Plane
  - Installation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: getenvoy.io
  addition_method: manual
  v2_locations:
  - istio.md
https://www.equalexperts.com/blog/tech-focus/event-driven-architecture-the-good-the-bad-and-the-ugly:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Discusses the practical realities of deploying EDA at scale. Evaluates
    benefits (decoupling, high performance) against complexities (distributed debugging,
    out-of-order execution, schema evolution management).
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Patterns
  - EDA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "equalexperts.com: Event driven architecture: the good, the bad, and the
    ugly \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.esquire.com/es/trabajo/a37314227/teletrabajo-volver-oficina:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight outlines corporate motivations driving return-to-office
    (RTO) mandates. Live Grounding shows that post-2024, many enterprises instituted
    hybrid policies, but high-tier engineering talent continues to strongly favor
    asynchronous, geographically distributed operational environments.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Organizational Culture
  - Remote Work
  - Societal Shift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'esquire.com: ¿Por qué tu empresa no quiere que teletrabajes?'
  addition_method: manual
  v2_locations:
  - remote-tech-jobs.md
https://www.estrategiadeproducto.com/p/evitar-caer-espiral-de-mierda:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Synthesizes a critical systemic anti-pattern in software development
    where short-term delivery pressures result in technical debt compromises, creating
    architectural degradation and a complete collapse of engineering velocity. Highlights
    tactical pathways for engineering managers to defend refactoring cycles and architectural
    stability.
  language: es
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Engineering Leadership
  - Product Management
  - Software Architecture Design
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'estrategiadeproducto.com: La espiral de mierda'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.estrategiadeproducto.com/p/segunda-mayor-mentira-product-management:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Critiques the widespread misconception of the Product Manager as the
    absolute 'CEO of the Product.' Explains that without direct positional authority
    over engineers or architects, a PM's true impact relies on data-driven influence,
    transparent customer insight dissemination, and cross-functional alignment.
  language: es
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Engineering Leadership
  - Product Management
  - Team Dynamics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'estrategiadeproducto.com: La segunda mayor mentira sobre Product Management'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.europeclouds.com/blog/implementing-aqua-security-to-secure-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This reference implementation analyzes Aqua Security's threat protection
    suite inside Kubernetes platforms. It details automated configuration of image
    scanning workflows, continuous drift detection mechanisms, and custom-built runtime
    profiles. Grounded in actual platform defense, this approach addresses immediate
    container exploitation vectors by establishing clear trust domains.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Container Security
  - Aqua Security Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'europeclouds.com: Implementing Aqua Security to Secure Kubernetes'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.euroresidentes.com/empresa/exito-empresarial/la-intimidacin-verbal-en-la-empresa:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Tackles verbal intimidation and toxic communication habits in corporate
    environments. Outlines methods for building psychological safety, addressing workplace
    harassment, and establishing strict ethical communication rules to protect engineering
    talent.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Management
  - Workplace Culture
  - Conflict Resolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'euroresidentes.com: La intimidación verbal en la empresa'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.eventstore.com/blog/service-oriented-architecture-vs-event-driven-architecture:
  addition_method: manual
  content_hash: 49dcc9af1be66c9eb1fd49383d6f3da4460ac85919b81fe35e623f7dc0b8b0c5
  description: ''
  health_score: 100.0
  last_checked: 1779030407.633679
  stars: 0
  status: online
  title: "==eventstore.com: Service-Oriented Architecture vs Event-Driven Architecture=='
    \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.ewsolutions.com/worst-project-management-practices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Identifies and deconstructs worst-case project management practices
    and structural anti-patterns in complex engineering environments. Highlights how
    excessive documentation, siloing, lack of transparency, and poor risk-modeling
    derail high-budget software and cloud projects.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Project Management
  - Anti-Patterns
  - Risk Mitigation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ewsolutions.com: Worst Project Management Practices'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.eximiaco.tech/en/2020/06/03/3-facts-to-consider-before-adopting-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029374.148779
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "eximiaco.tech: when to choose Kubernetes? \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering eximiaco.tech:
    when to choose Kubernetes? \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.expansion.com/expansion-empleo/desarrollo-de-carrera/2022/01/28/61f40e29e5fdea61738b45aa.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analysis of the risks of cronyism and nepotism within corporate organizational
    structures. It highlights how subjective advancement systems damage psychological
    safety, alienate top-tier engineers, and disrupt delivery.
  language: Spanish
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Organizational Architecture
  - Corporate Culture
  - Nepotism
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'expansion.com: El ''amiguismo'' en las relaciones de trabajo'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.experfy.com/training/courses/effective-jenkins-continuous-delivery-and-continuous-integration:
  addition_method: manual
  content_hash: c8b66ae1277fb535830047dcb2061cac144abd52f351700466afb109a55fded0
  description: ''
  health_score: 100.0
  last_checked: 1779029190.565963
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'experfy.com e-learning: Effective Jenkins - Continuous Delivery and Continuous''
    Integration'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering experfy.com
    e-learning: Effective Jenkins - Continuous Delivery and Continuous'' Integration
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.exploratorium.edu/exhibits/a-sip-of-conflict:
  addition_method: automatic
  ai_summary: A brief overview of the Exploratorium's 'A Sip of Conflict' interactive
    exhibit. Designed in collaboration with cognitive scientists, the exhibit serves
    as a physical demonstration of cognitive bias and emotional dissonance, prompting
    visitors to examine how psychological heuristics influence direct physical actions.
  category: uncategorized
  complexity: Beginner
  content_hash: N/A
  description: Play with the tension between logic and emotion as you drink from a
    water fountain fashioned from an actual (but unused) toilet.
  hierarchy:
  - Human Factors
  - Cognitive Bias
  - Museum Exhibits
  is_microservice: false
  language: English
  last_checked: 1780352581.79245
  reputation_status: Vetted
  reputation_summary: Official page of a permanent, famous educational exhibit at
    San Francisco's Exploratorium.
  resource_type: website
  social_preview_url: ''
  source_provenance: X.com (QuinnyPig)
  stars: 4
  status: online
  suggested_new_category: cognitive-science-bias
  tags:
  - '[CASE STUDY]'
  title: A Sip of Conflict - Exploratorium
  year: '2007'
https://www.f5.com/company/blog:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive directory linking to performance tuning guides, log
    group configurations, and real-time dashboard design patterns inside Amazon CloudWatch.
    Evaluates fundamental metric generation techniques.
  language: N/A
  resource_type: Directory/Article
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - CloudWatch
  - Guides Collection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'threatstack.com: 50 Best AWS CloudWatch Tutorials'
  addition_method: manual
  v2_locations:
  - aws-monitoring.md
https://www.f5.com/products/distributed-cloud-services:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Originally Threat Stack, now operationalized within F5's Distributed
    Cloud Services. Provides host intrusion detection (HIDS), real-time behavioral
    monitoring, and compliance metrics. Combines endpoint system telemetry and application
    traffic insight to enable rapid detection of advanced persistent threats.
  language: N/A
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Security
  - Cloud Security
  - Telemetry & Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Threat Stack
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.f5.com/products/nginx:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical blueprint showcasing DNS synchronization and traffic routing
    automation across multi-cluster environments. Demonstrates leveraging NGINX Ingress
    for global load balancing and resilient geographical failovers.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Multi-Cluster
  - DNS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'nginx.com: Automating Multi-Cluster DNS with NGINX Ingress Controller'
  addition_method: manual
  v2_locations:
  - web-servers.md
  - ansible.md
  - faq.md
https://www.f5.com/products/nginx/resources/library/complete-nginx-cookbook:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.002727
  review_metadata:
    original_url: https://www.f5.com/products/nginx/resources/library/complete-nginx-cookbook
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:55.002729'
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/web-servers.md
  v2_locations:
  - web-servers.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.f5.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.facebook.com/pages/BMW-IT-Zentrum/122968844423716:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Curator Insight points to the corporate hub for BMW's extensive IT and
    software innovation efforts. Live Grounding highlights BMW's massive internal
    platform engineering evolution, using Kubernetes and cloud-native standards to
    manage connected car telemetry and smart-manufacturing software pipelines globally.
  language: N/A
  resource_type: Social Media
  complexity: Beginner
  hierarchy:
  - Organizational Culture
  - Migration Journeys
  - BMW Group
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: BMW IT-Zentrum
  addition_method: manual
  v2_locations:
  - customer.md
https://www.facilcloud.com/noticias/?p=1294&lang=es_ES:
  addition_method: manual
  content_hash: 1ce7920fe50064d4ff4bc36075b7a9de2fe8f21f5e73d2b7f0e85a572ea1cd02
  health_score: 100.0
  last_checked: 1779030788.322527
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.facilcloud.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.fairwinds.com/blog/3-kubernetes-efficiency-mistakes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines critical configuration errors leading to resource waste and
    high cloud bills, covering oversized worker nodes, lack of horizontal/vertical
    autoscaling, and missing request boundaries.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Cost Optimization
  - Resource Limits
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fairwinds.com: Never Should You Ever In Kubernetes Part 4: Three K8s Efficiency
    Mistakes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.fairwinds.com/blog/6-kubernetes-reliability-mistakes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details six major configuration mistakes that degrade reliability, focusing
    on resource overallocation, lack of PodDisruptionBudgets, and improper health
    check implementations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Application Reliability
  - Resource Limits
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'fairwinds.com: Never Should You Ever In Kubernetes Part 3: 6 K8s Reliability
    Mistakes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.fairwinds.com/blog/configuration-drift-kubernetes:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: Deep dive into the runtime-level discrepancies that emerge in active
    Kubernetes clusters. Evaluates the strategic use of GitOps systems to continuously
    reconcile running container configurations against Git-based registries.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Containerization
  - Kubernetes
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "fairwinds.com: Configuration Drift in Kubernetes - What Is It and Why it
    Matters \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.fairwinds.com/blog/fairwinds-polaris-kubernetes-open-source-configuration-validation:
  addition_method: manual
  content_hash: feb7610a0e2d98192cd96e2a4c3ffed70819ef3e060cb16264c0166b1cd82c50
  health_score: 100.0
  last_checked: 1779031079.819507
  v1_locations:
  - docs/kubernetes-tools.md
https://www.fairwinds.com/blog/how-to-correctly-set-resource-requests-and-limits:
  addition_method: manual
  content_hash: b91ee8eb210b783408429dcd4940f9a5976e6310199952f0fcc5b46de0a164ec
  description: ''
  health_score: 100.0
  last_checked: 1779029640.648691
  needs_ai_refresh: true
  stars: 0
  title: 'fairwinds.com: Kubernetes Best Practice: How to (Correctly) Set Resource''
    Requests and Limits'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.fairwinds.com/blog/intro-kubernetes-best-practices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive onboarding resource for operators transition to Kubernetes.
    Establishes core guidelines across deployment patterns, namespace segregation,
    container building blocks, and monitoring.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Operations
  - Best Practices
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fairwinds.com: An Intro to Kubernetes Best Practices: Start Your K8s Right'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.fairwinds.com/blog/k8s-clinic-how-to-run-kubernetes-securely-and-efficiently:
  description: "- With the adoption of containers, software packaging is increasingly
    shifting left, which means (depending on your organization) that developers are
    taking on responsibility for the containerization of applications. Developers
    may also be responsible for some parts of Kubernetes configuration. As that process
    shifts left, developers need support to make the right decisions for the organization
    in order to run Kubernetes securely and efficiently.\n    - Many companies are
    adopting cloud native technologies to deliver speed to market. For businesses
    seeking to compete in today's marketplace, it’s important to ship new features
    and meet customer needs where they are — and increasingly those needs are being
    met through software."
  year: '2021'
  stars: 0
  ai_summary: Discusses methods for shifting security policies left into developer
    workflows. Explains how to integrate validation checks into build systems to enforce
    security contexts, resource quotas, and drop default capabilities prior to cluster
    deployment.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Efficiency
  - Hardening Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "fairwinds.com: K8s Clinic: How to Run Kubernetes Securely and Efficiently
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.fairwinds.com/blog/never-should-you-ever-in-kubernetes-1-do-k8s-the-hard-way:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Argues against deploying custom control planes from scratch (such as
    'The Hard Way') for production workloads. Promotes using managed Kubernetes services
    (EKS, GKE, AKS) or standardized tooling to lower operational overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Best Practices
  - Platform Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fairwinds.com: Never Should You Ever In Kubernetes: #1 Do K8S The Hard Way'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.fairwinds.com/blog/never-should-you-ever-in-kubernetes-part-2-kubernetes-security-mistakes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Identifies key cluster security anti-patterns: running containers as
    root, neglecting NetworkPolicies, ignoring container vulnerability scanning, and
    hardcoding secrets in deployment manifests.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Best Practices
  - Cluster Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fairwinds.com: Never Should You Ever In Kubernetes Part 2: Kubernetes Security
    Mistakes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.fairwinds.com/blog/over-provisioned-and-over-permissioned-containers-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates the compounding operational and security costs of over-provisioning
    resource limits and over-privilege in Kubernetes. Provides remediation paths using
    static manifest analysis and dynamic policy engines to prevent privilege escalation
    and right-size resource definitions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Resource Management
  - Audit
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'fairwinds.com: Over-Provisioned and Over-Permissioned Containers & Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.fairwinds.com/blog/top-12-kubernetes-resources:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A curated collection of highly rated learning platforms, industry blogs,
    and technical channels designed to keep platform architects up to date. Excellent
    resource for maintaining engineering readiness amid rapid ecosystem changes and
    security patches.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Curation
  - Educational Resources
  - Articles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fairwinds.com: Top 12 Kubernetes Resources: Learn and Stay Up-to-Date'
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://www.fairwinds.com/blog/top-5-kubernetes-security-mistakes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Identifies common configuration mistakes like neglected CPU/memory limits,
    running containers as root, and using unvalidated base images, offering immediate
    structural remedies.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Cluster Misconfigurations
  - Common Mistakes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'fairwinds.com: Discover the Top 5 Kubernetes Security Mistakes You''re (Probably)
    Making'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.fairwinds.com/kubernetes-maturity-model:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Introduces a multi-phased maturity model mapping an organization's path
    from raw experimentation and initial containerization to advanced, automated platform
    optimization, enterprise governance, declarative policy enforcement, and multi-cluster
    orchestration.
  language: English
  resource_type: Whitepaper
  complexity: Intermediate
  hierarchy:
  - Operations
  - Governance
  - Maturity Frameworks
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fairwinds.medium.com: Kubernetes Maturity Model'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.fastly.com/blog/improve-http-structured-headers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural breakdown by Fastly explores the transition from
    loosely specified, ad-hoc HTTP header formats to RFC 8941 Structured Field Values
    (SFV). SFV simplifies parsing, enhances performance, and minimizes edge routing
    errors by defining strict algorithms for booleans, integers, decimals, strings,
    tokens, byte sequences, lists, and dictionaries.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Web Architecture
  - HTTP Protocols
  - Structured Fields
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Improving HTTP with structured header fields \U0001F31F"
  addition_method: manual
  v2_locations:
  - networking.md
https://www.fierce-network.com/multi-cloud/cloud-9-lunch-ladies-news-wrap-live-cloud-executive-summit:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Synthesizes the major technological shifts post-KubeCon Amsterdam. Pinpoints
    crucial patterns in cloud-native platforms, highlighting sustainable computing,
    developer experience (Platform Engineering), and the consolidation of runtime
    security layers.
  language: English
  resource_type: News Article
  complexity: Beginner
  hierarchy:
  - Community
  - Trends
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'silverliningsinfo.com: KubeCon: Five biggest trends from the Kubernetes
    love fest in Amsterdam'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.fierce-network.com/platforms/red-hat-bundles-security-management-into-openshift-plus:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Reviews the functional additions included in Red Hat OpenShift Platform
    Plus, designed to aggregate container registry services (Quay), multi-cluster
    orchestration (RHACM), and cloud-native runtime security (RHACS/StackRox) into
    one platform.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Platform Packaging
  - Enterprise Security
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'fiercetelecom.com: Red Hat bundles security, management into OpenShift Plus'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.fiercetelecom.com/platforms/red-hat-bundles-security-management-into-openshift-plus:
  addition_method: manual
  content_hash: f9a3c627a823ca8f36828c780abebfe002c6975e7222abaea59566112a9c7db5
  description: ''
  health_score: 100.0
  last_checked: 1779029478.53426
  stars: 0
  status: online
  title: 'fiercetelecom.com: Red Hat bundles security, management into OpenShift Plus'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.findmyprofession.com/career-advice/questions-to-ask:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A database of strategic, reverse-interview questions designed for developers
    to evaluate technical organizations. It helps candidates probe codebase maturity,
    release automation, developer autonomy, and management health before signing contracts.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Interview Engineering
  - Reverse Interviewing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "findmyprofession.com: 100+ Questions to Ask in an Interview \U0001F31F"
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.finops.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official home of the Linux Foundation's FinOps Foundation. It codifies
    the industry-standard FinOps framework, providing best practices, training, and
    open standards (such as FOCUS - FinOps Open Cost & Usage Specification) to align
    engineering, finance, and business teams on cloud cost optimization.
  language: English
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Financial Operations
  - FinOps
  - Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'FinOps Foundation: FinOps.org'
  addition_method: manual
  v2_locations:
  - finops.md
https://www.fiverr.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031600.849733
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: fiverr
  v1_locations:
  - docs/freelancing.md
  v2_locations:
  - freelancing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering fiverr
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.flexera.com/products/flexera-one/container-optimization:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Discusses the financial and operational mechanics of running Spark executor
    pods on heterogeneous Kubernetes clusters. Emphasizes automated cost optimization,
    spot instance utilization, and intelligent scaling practices. Live Grounding shows
    that dynamically shifting Spark executor tasks to spot instances under strict
    fallback rules is essential for scaling modern, cost-sensitive big data pipelines.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data & AI
  - Apache Spark
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'spot.io: Setting up, Managing & Monitoring Spark on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-bigdata.md
https://www.forbes.com/councils/forbestechcouncil/2021/09/03/who-should-own-the-job-of-observability-in-devops/?streamIndex=0:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Explores organizational boundaries and team responsibilities, discussing
    whether application developers, SRE teams, or dedicated platform engineers should
    own observability setups. Curator Insight: Ownership discussion in tech governance.
    Live Grounding: Highlights that shared ownership templates yield the highest developer-experience
    improvements.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Management
  - Observability
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbes.com: Who Should Own The Job Of Observability In DevOps?'
  addition_method: manual
  v2_locations:
  - devops.md
  - monitoring.md
? https://www.forbes.com/councils/forbestechcouncil/2023/02/23/how-to-empower-modern-kubernetes-management-with-a-platform-team-model/?streamIndex=0
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Delivers executive-level and architectural analysis on scale-out Kubernetes
    management. Discusses how dedicated platform engineering teams act as force multipliers,
    streamlining cluster lifecycle automation, centralized governance, and cost optimization
    across hybrid and multi-cloud environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Enterprise Management
  - Kubernetes Fleet
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'frobes.com: How To Empower Modern Kubernetes Management With A Platform
    Team Model'
  addition_method: manual
  v2_locations:
  - devops.md
? https://www.forbes.com/councils/forbestechcouncil/2024/03/08/from-data-collection-to-delivering-kpis-a-roadmap-to-a-mature-observability-strategy/?streamIndex=0
: description: "- The observability space is a multi-billion-dollar market and for
    good reason—there are a lot of benefits when you implement a robust observability
    strategy. But extracting value is not as simple as adopting a tool, throwing your
    data into a black box and expecting it to spit out business-relevant, contextualized
    insights and helpful visualizations.\n    - As they say, “Nothing good comes easy”—but
    when done right, a mature observability strategy will pay for itself over and
    over again."
  year: '2024'
  stars: 0
  ai_summary: 'Provides a clear roadmap to extract business value from raw telemetry
    data. Focuses on aligning technical logs and alerts directly with key performance
    indicators (KPIs) to drive continuous business transformation. Curator Insight:
    Forbes council insight on business metrics. Live Grounding: Highlights why enterprise
    monitoring frameworks fail when detached from functional business KPIs.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Business Strategy
  - Governance
  - Metrics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbes.com: From Data Collection To Delivering KPIs: A Roadmap To A Mature
    Observability Strategy'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.forbes.com/sites/adunolaadeshola/2021/04/28/13-signs-youre-selling-yourself-short-in-your-career:
  description: ''
  addition_method: manual
  content_hash: 41d42dbfdfbcd61c44d85c455ba1fc749ed6505c71385764638130a856bbe92b
  health_score: 100.0
  last_checked: 1779032869.605111
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: '2021'
  ai_summary: An executive career-strategy publication focusing on professional growth,
    self-worth, and leadership traits. Though non-technical, 2026 engineering team
    development paradigms heavily emphasize these foundational soft skills alongside
    cloud proficiency to foster highly autonomous Platform Engineering structures.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Career Guidance
  is_microservice: false
  title: 'forbes.com: 13 Signs You’re Selling Yourself Short In Your Career'
https://www.forbes.com/sites/andrewfennell/2021/09/08/what-do-employers-want-to-see-in-your-cv:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Details executive-level resume structuring for professional
    tech candidates. Live Grounding: Pinpoints how to highlight business value and
    architectural accomplishments instead of simple task lists, aiding senior engineers
    to stand out to hiring authorities.'
  language: en
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Professional Practice
  - Recruiting
  - CV Construction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbes.com: What Do Employers Want To See In Your CV?'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.forbes.com/sites/chenxiwang/2020/06/17/devops-drives-pentesting-delivered-as-a-service:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Examines how modern Agile and DevOps practices have driven the rise
    of continuous, API-driven Pen Testing as a Service (PTaaS). This model aligns
    offensive security scanning directly with microservice release cycles, preventing
    bottleneck delays. Highlights the integration of pentest results directly into
    developer ticketing systems.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Application Security
  - Pentesting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'forbes.com: DevOps Drives Pentesting Delivered As A Service'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.forbes.com/sites/dedehenley/2022/01/30/as-leaders-what-can-we-learn-from-the-great-resignation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An executive briefing analyzing key leadership takeaways from the Great
    Resignation. It emphasizes that maintaining high-performing engineering teams
    requires psychological safety, systemic transparency, and direct links between
    code and business value.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Organizational Architecture
  - Engineering Management
  - Leadership Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbes.com: As Leaders: What Can We Learn From The Great Resignation?'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.forbes.com/sites/drsamanthamadhosingh/2023/12/18/4-ways-to-combat-the-social-isolation-of-remote-working:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Curator Insight discusses the psychological tolls of remote work, focusing
    on isolation and boundaries. Live Grounding highlights that engineering leadership
    in 2026 actively prioritized developer mental health, implementing async-first
    communication strategies and supporting local workspace stipends to counter remote
    burnout.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Organizational Culture
  - Remote Work
  - Mental Well-being
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbes.com: 4 Ways To Combat The Social Isolation Of Remote Working'
  addition_method: manual
  v2_locations:
  - remote-tech-jobs.md
https://www.forbes.com/sites/forbestechcouncil/2021/09/03/who-should-own-the-job-of-observability-in-devops:
  addition_method: manual
  content_hash: 5e55c3f9ca607c0b368279871557fe5c2c0314fc1d0b5fe47b6904931f123307
  description: ''
  health_score: 100.0
  last_checked: 1779030135.777214
  stars: 0
  status: online
  title: 'forbes.com: Who Should Own The Job Of Observability In DevOps?'
  v1_locations:
  - docs/devops.md
  - docs/monitoring.md
  year: N/A
https://www.forbes.com/sites/forbestechcouncil/2023/02/23/how-to-empower-modern-kubernetes-management-with-a-platform-team-model:
  addition_method: manual
  content_hash: 7efff39895211cdb94facababadd45b748c075ecd0f2ce74063057dbd3d02b08
  description: ''
  health_score: 100.0
  last_checked: 1779030732.55842
  stars: 0
  status: online
  title: 'frobes.com: How To Empower Modern Kubernetes Management With A Platform''
    Team Model'
  v1_locations:
  - docs/devops.md
  year: N/A
? https://www.forbes.com/sites/forbestechcouncil/2024/03/08/from-data-collection-to-delivering-kpis-a-roadmap-to-a-mature-observability-strategy
: addition_method: manual
  content_hash: 07e4a65024722ef6f9ebcadc60531f27eb5d8e627bd04a68625c5f4dd33c7e2f
  description: ''
  health_score: 100.0
  last_checked: 1779031459.327314
  stars: 0
  status: online
  title: '==forbes.com: From Data Collection To Delivering KPIs: A Roadmap To A Mature''
    Observability Strategy=='
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.forbes.com/sites/googlecloud/2021/10/27/3-approaches-to-a-better-cloud-migration:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Synthesizes high-level corporate strategies for executing cloud migrations.
    It contrasts rehosting (lift-and-shift), platform optimization (replatforming),
    and cloud-native rebuilding (refactoring) along security, speed, and cost parameters.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Migration
  - Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbes.com: 3 Approaches To A Better Cloud Migration'
  addition_method: manual
  v2_locations:
  - introduction.md
? https://www.forbes.com/sites/janakirammsv/2019/04/14/everything-you-want-to-know-about-anthos-googles-hybrid-and-multi-cloud-platform
: description: ''
  year: '2019'
  stars: 0
  ai_summary: A strategic market review analyzing Google’s motivations behind launching
    Anthos. Describes how Anthos decouples Kubernetes management from specific underlying
    cloud fabrics to standardize operations, deployment, and service meshes across
    disparate architectures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Hybrid & Multi-Cloud
  - Anthos
  - Strategic Guide
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Everything You Want To Know About Anthos - Google's Hybrid And Multi-Cloud
    Platform
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://www.forbes.com/sites/janakirammsv/2019/06/28/5-cloud-native-storage-startups-to-watch-out-for-in-2019:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A retrospective analysis of promising cloud-native storage startups
    circa 2019. While the market has consolidated since publication, tracking these
    early-stage designs (such as Portworx and Rook) provides critical context regarding
    how CSI-native architectures became standard.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Ecosystem Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbes.com: 5 Cloud Native Storage Startups To Watch Out For In 2019'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.forbes.com/sites/janakirammsv/2021/12/03/aws-reinventa-roundup-of-container-services-announcements:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Synthesizes containerization announcements from re:Invent 2021, highlighting
    Karpenter, EKS Anywhere, and ECS Anywhere expansion. This analysis emphasizes
    AWS's push to support hybrid and multi-cloud Kubernetes deployments. It details
    how Karpenter challenges standard Cluster Autoscaler architectures with direct,
    fast provisioning of right-sized EC2 instances.
  language: English
  resource_type: Industry Analysis
  complexity: Intermediate
  hierarchy:
  - Containers
  - Market Analysis
  - Re:Invent Announcements
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'forbes.com: AWS re:Invent - A Roundup Of Container Services Announcements'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://www.forbes.com/sites/jasonwingard/2021/09/02/the-great-resignation-why-gen-z-is-leaving-the-workforce-in-drovesand-what-to-do-about-it
: description: ''
  year: '2021'
  stars: 0
  ai_summary: An analysis of generational workplace transitions, detailing why entry-level
    cohorts demand greater cultural alignment and transparent organizational pipelines.
    It guides engineering managers in refining talent onboarding strategies and organizational
    goal architectures.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Organizational Architecture
  - Labor Trends
  - Generational Dynamics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbes.com: ‘The Great Resignation’: Why Gen Z Is Leaving The Workforce
    In Droves…And What To Do About It'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.forbes.com/sites/markmurphy/2022/03/18/to-avoid-regretting-a-new-job-ask-these-two-questions-during-the-interview:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A targeted interview guide offering high-signal diagnostic questions.
    These are designed to expose team dysfunction, architectural misalignment, and
    micromanagement behaviors before developers commit to joining a new firm.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Interview Engineering
  - Reverse Interviewing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbes.com: To Avoid Regretting A New Job, Ask These Two Questions During
    The Interview'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.forbes.com/sites/markmurphy/2023/08/24/hiring-managers-often-lie-to-candidates-heres-how-to-spot-when-they-do:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This piece exposes common misdirections used by hiring managers during
    technical interviews (such as inflating codebase quality or stack modernization).
    It provides developers with diagnostic questions to reveal true technical realities.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Interview Engineering
  - Risk Mitigation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbes.com: Hiring Managers Often Lie To Candidates, Here’s How To Spot
    When They Do'
  addition_method: manual
  v2_locations:
  - recruitment.md
? https://www.forbes.com/sites/steveandriole/2020/10/01/why-no-one-understands-agile-scrum--devops--why-perfect-technology-abstractions-are-sure-to-fail
: description: ''
  year: '2020'
  stars: 1
  ai_summary: A management-focused critique arguing that complex systems cannot be
    stabilized simply by acquiring modern tooling platforms. Outlines why system architecture
    must align with organization design principles.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Methodology
  - Critique
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbes: Why No One Understands Agile, SCRUM & DevOps & Why Perfect Technology
    Abstractions Are Sure To Fail'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.forbes.com/sites/stevedenning/2016/09/08/explaining-agile:
  description: ''
  year: '2016'
  stars: 2
  ai_summary: A foundational analysis on the core principles of Agile as a paradigm
    of delivery. Emphasizes self-organization, customer-centric value streams, and
    continuous iteration as cultural priorities over rigid procedural metrics.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Project Management
  - Agile Methodologies
  - Agile Framework
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "forbes.com: Explaining Agile \U0001F31F"
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.forbes.com/sites/tjmccue/2020/03/13/5-essential-coronavirus-work-from-home-tech-tips:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Discusses tactical solutions for shifting workforce operations to remote
    environments during the early 2020 lockdowns. Focuses on setting up baseline networking
    hardware, secure VPN access layers, virtual meeting applications, and establishing
    boundary protocols to maintain high cognitive output without burning out.
  language: Agnostic
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Collaboration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbes.com: 5 Essential Coronavirus Work From Home Tech Tips'
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://www.forbes.com/sites/tomtaulli/2021/07/16/devops-what-you-need-to-know:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A strategic overview demonstrating the business impact of mature delivery
    systems. Compares pipeline performance and engineering efficiency directly to
    faster time-to-market, improved customer experience, and reduced operating costs.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps Methodology
  - Executive Strategy
  - Business Value
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "forbes.com: DevOps: What You Need To Know \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
? https://www.forbesargentina.com/innovacion/por-nvidia-google-microsoft-apuestan-miles-millones-modelos-llm-ia-generativa-biotecnologia-n49278
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the massive strategic investments from major hyper-scalers
    (Google, Microsoft, Nvidia) in training LLMs for computational biology and drug
    discovery. It details how biological sequences (DNA, proteins) are modeled similarly
    to language tokens, unlocking rapid protein fold predictions. It illustrates the
    expanding paradigm of specialized generative domain modeling.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Artificial Intelligence
  - Large Language Models
  - Industry Use Cases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'forbesargentina.com: Por qué Nvidia, Google y Microsoft apuestan miles de
    millones en modelos LLM de IA Generativa para biotecnología'
  addition_method: manual
  v2_locations:
  - ai.md
https://www.fosstechnix.com/ansible-ad-hoc-commands-with-examples:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: A practical guide detailing fast patterns for Ansible
    ad-hoc commands without playbooks. Live Grounding: Highly relevant for emergency
    systems engineering, enabling rapid, parallel execution of tasks (such as package
    updates, process restarts, or disk checks) across multiple hosts.'
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Configuration Management
  - Ansible
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'fosstechnix.com: Ansible ad hoc commands with Examples'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.fosstechnix.com/install-prometheus-and-grafana-on-ubuntu-24-04:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A deployment guide detailing manual installation and service unit generation
    for Prometheus and Grafana on Ubuntu 24.04 LTS servers. Recommended for testing
    and bare-metal sandbox development.
  language: Bash
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Installation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "fosstechnix.com: Install Prometheus and Grafana on Ubuntu 24.04 LTS \U0001F31F"
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.fosstechnix.com/rolling-out-and-rolling-back-updates-with-zero-downtime-on-kubernetes-cluster:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Provides a hands-on walk-through of Kubernetes deployment rollout controls.
    Demonstrates CLI paradigms (`kubectl rollout status`, `undo`, `history`) alongside
    YAML manifest strategies to achieve safe, reversible cluster states during app
    upgrades.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Deployments
  - Rolling Updates
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'fosstechnix.com: Rolling out and Rolling back updates with Zero Downtime
    on Kubernetes Cluster'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.fosstechnix.com/terraform-cloud-interview-questions-and-answer:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Analyzes advanced interview scenarios tailored for Terraform Cloud installations.
    Explains workspace management, run triggers, policy-as-code evaluations (Sentinel/OPA),
    and integration with version control portals.
  language: None
  resource_type: Interview Q&A
  complexity: Advanced
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Terraform Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fosstechnix.com: Top 50 Terraform Cloud Interview Questions and Answers'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.fosstechnix.com/validate-jenkinsfile-using-visual-studio-code:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Explains how to configure VS Code extensions to validate and lint declarative
    Jenkinsfiles before committing. *Curator Insight*: Local code linting. *Live Grounding*:
    Drastically reduces developer feedback loops by catching syntax errors before
    running builds on controllers.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI/CD Pipelines
  - Pipeline Patterns
  - Pipeline Validation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fosstechnix.com: How to Validate Jenkinsfile using Visual Studio Code'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.fourtheorem.com/blog/monorepo:
  addition_method: manual
  content_hash: 33ee6fce741150c3af65ec37725c68af1698c87ac2ec398a64618f72d548b586
  description: ''
  health_score: 100.0
  last_checked: 1779031097.642785
  stars: 0
  status: online
  title: 'fourtheorem.com: How to end Microservice pain and embrace the Monorepo'
  v1_locations:
  - docs/git.md
  year: N/A
https://www.fpcomplete.com/blog/announcing-amber-ci-secret-tool:
  addition_method: manual
  content_hash: dd668fccda627c67896d5372e67810d631656c1bb78f8ba1da164746b86fcb7e
  description: ''
  health_score: 100.0
  last_checked: 1779031647.529118
  stars: 0
  status: online
  title: 'fpcomplete.com: Announcing Amber, encrypted secrets management'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.freecodecamp.org/news/10-vscode-extensions-to-increase-productivity:
  description: ''
  addition_method: manual
  content_hash: 0d456b97b1799150f0fd11ceb5fd84652e8f49fa39334666eb941bffc35fa5fd
  health_score: 100.0
  last_checked: 1779034349.530089
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: A curated evaluation of 10 highly utilized VS Code extensions that optimize
    developer workflows. Evaluates their impact on formatting automation, code snippets,
    and directory navigation in enterprise developer setups.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: 'freecodecamp.org: 10 VS Code Extensions to Increase Your Productivity'
https://www.freecodecamp.org/news/a-beginner-friendly-introduction-to-containers-vms-and-docker-79a9e3e119b:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compares physical hypervisors, virtual machines, and container engines
    (Docker). Details namespace isolation and cgroups that allow containerized applications
    to run securely on shared Linux kernels.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Containerization
  - Docker
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: A Beginner-Friendly Introduction to Containers, VMs and
    Docker'
  addition_method: manual
  v2_locations:
  - docker.md
? https://www.freecodecamp.org/news/a-beginners-guide-to-docker-how-to-create-a-client-server-side-with-docker-compose-12c8cf0ae0aa
: description: ''
  year: '2026'
  stars: 0
  ai_summary: This practical tutorial outlines how to orchestrate a client-server
    application structure using Docker Compose. It guides developers through containerizing
    frontend assets and backend APIs separately, establishing a bridge network for
    internal communication, and handling persistent storage. The guide serves as a
    basic entry point for designing multi-container microservice patterns in development
    setups.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Infrastructure
  - Local Environments
  - Docker Compose
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: a beginners guide to docker - how to create a client server
    side with docker compose'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.freecodecamp.org/news/ace-your-deep-learning-job-interview:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical preparation handbook mapping out the essential mathematical
    and conceptual pillars required for deep learning technical interviews. It covers
    topics ranging from linear algebra, neural network architectures (like CNNs and
    RNNs), activation functions, to hyperparameter optimization. This guide is highly
    effective for engineers targeting deep-tech infrastructure roles.
  language: English
  resource_type: Interview Preparation
  complexity: Intermediate
  hierarchy:
  - Artificial Intelligence
  - Machine Learning & Deep Learning Fundamentals
  - Career Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Ace Your Deep Learning Job Interview'
  addition_method: manual
  v2_locations:
  - ai.md
https://www.freecodecamp.org/news/apache-kafka-handbook:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An extensive fundamental handbook detailing the core anatomy of Apache
    Kafka. Explains topics, partitions, replication models, offsets, producer/consumer
    client configurations, and cluster admin scripts with hands-on code examples.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Learning Resources
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: The Apache Kafka Handbook – How to Get Started Using Kafka
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.freecodecamp.org/news/args-and-kwargs-in-python:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Covers unpacking structures and flexible argument
    assignments in Python.

    Live Grounding: Details unpacking variable arguments (`*args`) and keyword configurations
    (`**kwargs`), explaining parameter routing in modular design patterns and wrappers.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Advanced Syntax
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Use *args and **kwargs in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/aws-cdk-v2-three-tier-serverless-application:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Curator Insight is a comprehensive, hands-on tutorial for constructing
    API Gateway, Lambda, and DynamoDB stacks via CDK v2. Live Grounding proves this
    three-tier serverless pattern remains the gold standard blueprint for robust,
    scalable web services in AWS.
  language: TypeScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - AWS CDK
  - Serverless Applications
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: AWS CDK v2 Tutorial – How to Create a Three-Tier Serverless
    Application'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://www.freecodecamp.org/news/azure-fundamentals-certification-az-900-exam-course:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An intensive, free 8-hour preparation course designed to guide students
    through the fundamental principles of the Azure cloud platform. Key areas of focus
    include basic tenant setups, cloud architecture models, pricing strategies, and
    security baselines.
  language: None
  resource_type: Course
  complexity: Beginner
  hierarchy:
  - Education
  - Learning Paths
  - Certifications
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Azure Fundamentals Certification (AZ-900) – Pass the Exam
    With This Free 8-Hour Course'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.freecodecamp.org/news/best-colorful-vscode-extensions-for-productivity:
  description: ''
  addition_method: manual
  content_hash: 8f2df1e21d7a97e3997e296bc62dbebf9a5e37e323cc2cce5462281e0088cd33
  health_score: 100.0
  last_checked: 1779033342.591639
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: Assesses visual customization extensions in VS Code, analyzing the correlation
    between structured semantic highlighters, high-contrast editor themes, and the
    mitigation of developer cognitive fatigue.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: 'freecodecamp.org: Best Colorful VSCode Extensions – How to Personalize Your''
    Editor'
https://www.freecodecamp.org/news/build-consume-and-document-a-rest-api:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A complete, deep-dive reference manual covering the development, OpenAPI/Swagger
    specification, mocking, testing, and continuous security evaluation of RESTful
    API contracts in modern software pipelines.
  language: Agnostic
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - REST
  - Implementation
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: The REST API Handbook – How to Build, Test, Consume, and
    Document REST APIs'
  addition_method: manual
  v2_locations:
  - api.md
https://www.freecodecamp.org/news/build-your-first-javascript-github-action:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A programming tutorial detailing the creation of custom JavaScript actions.
    Explores parsing event contexts, using `@actions/core` APIs, handling input/output
    boundaries, and distributing modular components via the marketplace.
  language: JavaScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Developer Platform
  - Automation
  - Custom Actions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Build Your First JavaScript GitHub Action'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/cost-optimization-in-aws:
  description: ''
  addition_method: manual
  content_hash: 677019f0c71c8f141acc234e7277782f3a612a1965b5357c20f9e9389aff399f
  health_score: 100.0
  last_checked: 1779032968.967239
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2021'
  ai_summary: An extensive blueprint targeting cost optimization on AWS. Elaborates
    on compute rightsizing, orchestrating managed storage lifecycles, and identifying
    idle infrastructure configurations to lower overall cloud spend.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - Architecture Optimization
  is_microservice: false
  title: 'freecodecamp.org: How to Optimize your AWS Cloud Architecture Costs'
https://www.freecodecamp.org/news/create-a-github-template-repository-with-react-vite-and-tailwindcss:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Documents the construction of standardized scaffolding templates. Guides
    users on configuring a GitHub template repository utilizing React, Vite, and TailwindCSS
    to establish zero-friction, repeatable starting environments for front-end engineers.
  language: JavaScript
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Developer Platform
  - Configuration Management
  - Project Scaffolding
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Build a GitHub Template Repository for Scaffolding
    with React, Vite, and TailwindCSS'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/create-a-list-in-python-lists-in-python-syntax:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Basic reference explaining sequence array instantiation
    in modern Python.

    Live Grounding: Outlines standard array notation, constructor structures, and
    memory-efficient sequence generation rules to streamline initial code configurations.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Create a List in Python – Lists in Python Syntax'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/create-and-sync-git-and-github-repositories:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A step-by-step tutorial on local Git repository creation and remote
    GitHub synchronization. Highlights configuration mechanics, SSH public key handshakes,
    remote origin linking, and secure upstream pushing procedures.
  language: Shell
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Developer Platform
  - Version Control
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Create and Sync Git and GitHub Repositories'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/deep-learning-fundamentals-handbook-start-a-career-in-ai:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A detailed handbook covering the fundamental mathematics and algorithms
    behind deep learning systems. It reviews basic perceptrons, gradient descent variations,
    backpropagation formulas, and methods to mitigate overfitting (such as dropout
    and weight decay). It serves as a necessary theoretical manual for building a
    comprehensive understanding of AI systems.
  language: English
  resource_type: Handbook
  complexity: Intermediate
  hierarchy:
  - Artificial Intelligence
  - Machine Learning & Deep Learning Fundamentals
  - Foundational Handbook
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Deep Learning Fundamentals Handbook – What You Need to
    Know to Start Your Career in AI'
  addition_method: manual
  v2_locations:
  - ai.md
https://www.freecodecamp.org/news/deploy-docker-image-to-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A practical walkthrough detailing the workflow of pushing a localized
    Docker image to a container registry, writing declarative deployment manifests,
    configuring a ClusterIP service, and deploying the resulting application topology
    onto a running Kubernetes cluster.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Development
  - Deployment
  - Container Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: How to Deploy an Application to a Kubernetes Cluster'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.freecodecamp.org/news/devops-engineering-course-for-beginners:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A complete introductory course covering core Linux system tasks, Docker
    container images, simple Jenkins CI/CD pipeline builds, and cloud service basics
    needed to build modern software systems.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - DevOps Methodology
  - Training Resources
  - Hands-on Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: DevOps Engineering Course for Beginners'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.freecodecamp.org/news/devops-with-gitlab-ci-course:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive, beginner-to-intermediate course on DevOps workflows
    using GitLab CI. It covers essential pipeline architecture, multi-stage jobs,
    runner registration, variable management, and caching strategies for optimization.
  language: YAML
  resource_type: Course
  complexity: Beginner
  hierarchy:
  - DevOps
  - Continuous Integration
  - GitLab CI
  - Education
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: DevOps with GitLab CI Course \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/dictionary-comprehension-in-python-explained-with-examples:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed study of dictionary comprehension techniques. Covers high-efficiency
    mapping transformations, conditional structures, nested evaluations, and memory
    advantages over standard manual loops.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: Dictionary Comprehension in Python – Explained with Examples
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/docker-cache-tutorial:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical guide to working with Docker's build cache. Shows how to
    invalidate the cache, structure layers efficiently, and use CLI prune utilities
    to optimize build speeds.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Image Engineering
  - Build Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Docker Cache – How to Do a Clean Image Rebuild and Clear
    Docker''s Cache'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.freecodecamp.org/news/documentation-libraries-to-help-you-write-good-docs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical directory detailing various open-source platforms and
    styling systems built specifically for drafting great software documentation.
    Evaluates and compares structures like Docusaurus, MkDocs, and VuePress to guide
    project teams.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Documentation & Workflow
  - Writing Tools
  - Documentation Libraries
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Documentation Libraries to Help You Write Good Docs'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://www.freecodecamp.org/news/else-if-in-python-python-if-statement-example-syntax:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Foundational review of binary and multi-way branch
    conditional evaluations.

    Live Grounding: Demonstrates PEP standards for nested conditional hierarchies,
    proper clean syntax configurations for `elif` patterns, and introduces structural
    pattern matching.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Control Flow
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Else-If in Python – Python If Statement Example Syntax'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/everything-you-need-to-know-about-python-dictionaries:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Covers the fundamental data structure lifecycle operations
    of Python''s mapping container (dict).

    Live Grounding: Breaks down underlying hash table architectures, CRUD syntax paradigms,
    key access, and updates using optimized standard collection techniques.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Python Dictionary – How to Perform CRUD Operations on
    dicts in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/fastapi-helps-you-develop-apis-quickly:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Structured educational course on building secure, robust microservice
    APIs via FastAPI. Instructs developers in configuring async database interfaces,
    Alembic schema migrations, dependency injections, and containerized deployment
    paths.
  language: Python
  resource_type: Course
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Asynchronous Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: FastAPI Course – Code APIs Quickly'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/frontend-vs-backend-whats-the-difference:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Core documentation outlining the client-server architecture model. Contrasts
    browser rendering, DOM manipulation, and static client hosting with server runtime
    execution, API interfaces, and database persistence layers.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Fundamentals
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Frontend VS Backend – What''s the Difference?'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://www.freecodecamp.org/news/get-started-with-react-for-beginners:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An introductory foundational guide to React.js. Covers essential SPA
    concepts including state management, props, components, and virtual DOM, serving
    as an onboarding tool for full-stack developers.
  language: JavaScript
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Frontend Development
  - React Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Get Started With React – A Beginner''s Guide'
  addition_method: manual
  v2_locations:
  - react.md
https://www.freecodecamp.org/news/git-and-github-for-beginners:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Massive foundational reference course targeting Git and GitHub mechanics.
    Covers localized staging workflows, remote push commands, tracking changes, and
    conflict resolution basics.
  language: None
  resource_type: Course
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Git Repositories
  - GitHub
  - Education
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: Git and GitHub Tutorial – Version Control for Beginners
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/git-and-github-workflow-for-open-source:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A beginner-friendly guide covering public repository contribution workflows.
    Outlines repository forking, local branching conventions, committing revisions,
    maintaining upstream parity, and launching peer reviews.
  language: Shell
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Developer Platform
  - Collaboration Tools
  - Open Source Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Contribute to Open-Source Projects – Git & GitHub
    Workflow for Beginners'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/git-cheat-sheet:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: 'Curator Insight: High-quality, deep-dive freeCodeCamp tutorial outlining
    50 essential Git actions. Live Grounding: Explores the core functional theory
    behind Git commit hash references, detailing branch merge strategies, commit reverts,
    and interactive squash strategies.'
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Git Cheat Sheet – 50 Git Commands You Should Know'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.freecodecamp.org/news/git-checkout-remote-branch-tutorial:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Walks developers through local instantiation and tracking of remote
    repository branches. Outlines how modern versions of Git automatically correlate
    a local name matching a remote branch when using 'git checkout' or 'git switch',
    simplifying distributed collaboration pipelines.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - Branch Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Git Checkout Remote Branch Tutorial'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/git-config-how-to-configure-git-settings:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores Git's configuration system across system, global, and local
    levels. Highlights key optimizations like custom alias commands, core editor options,
    and global exclude patterns.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: git config – How to Configure Git Settings to Improve
    Your Development Workflow'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/git-for-professionals:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A comprehensive masterclass covering internal database models, advanced
    histories, interactive rebasing, bisecting debugging strategies, submodules, and
    clean git flow implementations for production-scale engineering teams.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: Git for Professionals – Free Version Control Course \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/git-list-branches-how-to-show-all-remote-and-local-branch-names:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical command reference targeting branch metadata observation
    tools. Describes query flags such as '-a' (all), '-r' (remote), and '--merged'
    to prune inactive historical records and keep clean localized environments.
  language: English
  resource_type: Reference
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - Branch Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Git List Branches – How to Show All Remote and Local Branch
    Names'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/git-push-to-remote-branch-how-to-push-a-local-branch-to-origin:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Focuses on mechanisms to publish local code adjustments to public git
    origins. Details the importance of the upstream configuration flag ('--set-upstream'
    or '-u') in establishing clear, continuous reference baselines for subsequent
    push and pull automation.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - Synchronization
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Git Push to Remote Branch – How to Push a Local Branch
    to Origin'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/git-rebase-handbook:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An extensive reference covering rebasing workflows, upstream integration
    hazards, and conflict resolution during rebase. Provides concrete guidelines on
    when to rebase versus when to merge to preserve repository sanity.
  language: English
  resource_type: Handbook
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Advanced Git
  - History Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: freecodecamp.org/news/git-rebase-handbook
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/git-squash-commits:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to streamline upstream integration by squashing the last
    N local commits. This guide teaches interactive rebasing syntaxes, walking users
    through editor configurations, choosing parent references, and reshaping log trails
    for downstream peer reviews.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Advanced Git
  - History Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Git Squash Commits – Squashing the Last N Commits into
    One Commit'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/git-undo-merge-how-to-revert-the-last-merge-commit-in-git:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to revert accidental merges with `git revert -m`. Explains
    parent-pointer requirements, downstream impacts of non-linear reverts, and how
    to safely re-introduce changes later.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Conflict Resolution
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Git Undo Merge – How to Revert the Last Merge Commit in
    Git'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/how-git-branches-work:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores Git's underlying data structures, demystifying DAG (Directed
    Acyclic Graph) models, refs, and the HEAD pointer. Demonstrates how Git isolates
    modifications cleanly via pointer-manipulation instead of physical copying, ensuring
    highly efficient and scalable local execution.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - Internal Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How Git Branches Work'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/how-to-build-an-online-banking-system-python-oop-tutorial:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Hands-on tutorial building a simulated online banking API to explore
    OOP design patterns. Walks through practical use cases of structural encapsulation,
    class-based inheritance, and custom exception handling within a financial business
    domain.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Programming Paradigms
  - Object-Oriented Programming
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Build an Online Banking System – Python Object-Oriented
    Programming Tutorial'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/how-to-create-microservices-with-fastapi:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explains how to decompose complex monolithic business systems into highly
    fast, isolated microservices using FastAPI. Covers async cross-service communication
    patterns, serialization improvements, and centralized exception handling.
  language: Python
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Systems Architecture
  - Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: How to Create Microservices with FastAPI'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/how-to-deploy-react-apps-to-production:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep guide details how to bundle React applications into high-performance
    production Docker images using multi-stage builds. Implements security headers
    and API reverse proxy routing directly within NGINX configs.
  language: Markdown
  resource_type: Article
  complexity: Basic
  hierarchy:
  - Containerization
  - NGINX
  - React Production
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Deploy a React App to Production Using Docker and
    NGINX with API Proxies'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.freecodecamp.org/news/how-to-dockerize-a-flask-app:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Shows standard patterns for containerizing Flask microframework environments.
    Details proper setup of production-grade WSGI servers (like Gunicorn), port exposure,
    volume mountings, and local hot-reloads during container updates.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Containerization
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: How to Dockerize a Flask Application'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/how-to-download-kaggle-dataset-to-google-colab:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical walk-through detailing how to pull datasets from Kaggle
    directly into Google Colab instances via the command line. This method bypasses
    local download bottlenecks, optimizing workspace staging workflows.
  language: Python
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Data Science
  - Cloud Notebooks
  - Data Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Download a Kaggle Dataset Directly to a Google
    Colab Notebook'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.freecodecamp.org/news/how-to-fix-merge-conflicts-in-git:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides actionable steps for interpreting, diagnosing, and resolving
    structural file conflicts inside Git. This handbook walks through conflict markers,
    manual intervention workflows, and external tools like 'git mergetool' for rapid
    workspace recovery.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Git Core
  - Conflict Resolution
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Fix Merge Conflicts in Git'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/how-to-fork-a-github-repository:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A full-scale workflow study of Git's forking model. Outlines how to
    set up upstream tracking references, execute rebase tasks, and coordinate complex
    code integrations to prevent synchronization drift on highly distributed projects.
  language: Shell
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Developer Platform
  - Version Control
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Fork a GitHub Repository – A Complete Workflow'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/how-to-get-ready-for-a-job-in-tech:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive readiness plan for entry-level developers navigating
    the modern tech landscape. It outlines portfolio creation, open-source contribution
    patterns, and local environment setups to ease entry-level hiring friction.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Career Transitions
  - Entry-level Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Get Ready for a Job in Tech – Tips for Beginners'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.freecodecamp.org/news/how-to-get-started-with-pysondb:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introductory guide to PysonDB, a lightweight file-based database engine
    that stores schema payloads as structured JSON files. Best utilized for simple
    micro-application development, scripting, and testing prototypes.
  language: Python
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Databases
  - NoSQL
  - Python Databases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Get Started with PysonDB'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.freecodecamp.org/news/how-to-handle-multiple-git-configurations-in-one-machine:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explains how to use conditional inclusion config directives (`includeIf`)
    to manage multiple Git configurations on a single machine. Solves credential leakage
    risks by automatically swapping profiles based on target directory boundaries.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Configuration Management
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: How to Use Multiple Git Configs on One Computer \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/how-to-interact-with-web-services-using-python:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Practical reference detailing the execution of external
    HTTP methods through the Python Requests standard.

    Live Grounding: Outlines connection parameters, timeout protection models, handling
    of complex JSON responses, and standard session management protocols.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - API Integration
  - HTTP Clients
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Python Requests – How to Interact with Web Services using
    Python'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/how-to-set-up-custom-email:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Detailed technical guide outlining DNS integrations using Cloudflare's
    edge networking, configuring SPF, DKIM, and DMARC setups securely with Mailgun
    for robust microservice communication architectures.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Email Security
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: How to Set Up a Custom Email with Cloudflare and Mailgun
  addition_method: manual
  v2_locations:
  - cloudflare.md
https://www.freecodecamp.org/news/how-to-setup-a-basic-serverless-backend-with-aws-lambda-and-api-gateway:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A beginner-oriented walkthrough demonstrating the integration of Amazon
    API Gateway with AWS Lambda. Illustrates how to build an HTTP endpoint, configure
    CORS, parse incoming JSON request payloads, and return standardized JSON responses
    to a frontend client.
  language: JavaScript
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Serverless Architecture
  - API Gateway
  - REST APIs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: How to Setup a Basic Serverless REST API with AWS Lambda
    and API Gateway'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://www.freecodecamp.org/news/how-to-setup-a-ci-cd-pipeline-with-github-actions-and-aws:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed tutorial constructing CI/CD deployment pipelines on AWS.
    Uses GitHub Actions to build Docker images, securely push them to AWS ECR, and
    update application definitions across AWS ECS and Fargate infrastructure safely.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Automated Cloud Deployments
  - AWS ECS Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: How to Setup a CI/CD Pipeline with GitHub Actions and
    AWS'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.freecodecamp.org/news/how-to-setup-virtual-environments-in-python:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Guides engineers through virtual machine/environment
    isolation patterns via Python''s native `venv` toolkit.

    Live Grounding: Prevents host dependency mutation, explains lock file scopes,
    and explores paths to segregate testing tools from core runtime environments.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - Dependency Management
  - Virtual Environments
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Set Up a Virtual Environment in Python – And Why
    It''s Useful'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/how-to-simplify-kubernetes-troubleshooting:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This comprehensive troubleshooting guide reframes cluster diagnostics
    into a logical, step-by-step methodology rather than chaotic guesswork. It focuses
    on isolating issues systematically across the application layer, the container
    runtime, and the underlying orchestrator networking. Utilizing this structured
    approach significantly lowers the cognitive load of on-call engineers.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Methodologies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Simplify Kubernetes Troubleshooting'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.freecodecamp.org/news/how-to-ssh-into-a-docker-container-secure-shell-vs-docker-attach:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Explores interactive host operations inside isolated
    containers, contrasting direct SSH keys with Docker engine tooling.

    Live Grounding: Evaluates the system-level differences of mounting SSH services
    inside Docker layers versus executing debug loops via `docker exec` and `docker
    attach` methods.'
  language: Shell
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Containerization & Orchestration
  - Docker
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: How to SSH into a Docker Container – Secure Shell vs Docker
    Attach'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/how-to-use-branches-in-git:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: A high-density reference guide containing exhaustive commands for creating,
    deleting, viewing, and resolving branch references. Evaluates branch life cycles,
    upstream-tracking configurations, and safe merge methodologies essential for maintaining
    clear workspace isolation during team development.
  language: English
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Git Core
  - Branch Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: How to Use Branches in Git – the Ultimate Cheatsheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/how-to-use-markdown-in-vscode:
  description: ''
  addition_method: manual
  content_hash: 5242bc50724830389fc00c3af890424ccd098e8c53640776d9bbe3eaf224f13d
  health_score: 100.0
  last_checked: 1779033735.392406
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: A technical guide to writing, parsing, and rendering Markdown natively
    in VS Code. Highlights capabilities for inline previewing, styling syntax, and
    utilizing the editor for software architecture decision records (ADRs).
  language: Markdown
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Language-Specific Tooling
  is_microservice: false
  title: 'freecodecamp.org: How to Use Markdown in VSCode – Syntax and Examples'
https://www.freecodecamp.org/news/how-to-use-the-dot-github-repository:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An implementation guide for the special `.github` repository, standardizing
    organization-wide default assets. Demonstrates how hosting issue templates, pull
    request layouts, and code ownership rules globally simplifies governance across
    hundreds of decentralized sub-repositories.
  language: Markdown
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Developer Platform
  - Configuration Management
  - Organization Defaults
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Use the .github Repository'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/how-to-write-clean-code:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A definitive guide on readability, testing, refactoring patterns, and
    SOLID principles. Helps engineers reduce mental overhead, secure maintainability,
    and keep technical debt low across codebases.
  language: English
  resource_type: Handbook
  complexity: Beginner
  hierarchy:
  - Methodology
  - Development
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Write Clean Code – Tips and Best Practices (Full
    Handbook)'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.freecodecamp.org/news/how-to-write-commit-messages-maintainers-will-like:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines industry-standard practices for crafting high-quality commit
    messages, emphasizing the Conventional Commits specification. By structuring messages
    with imperative-mood titles, descriptive bodies, and footer metadata, developers
    ensure long-term codebase maintainability and automated changelog generation.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Version Control
  - Collaborative Workflows
  - Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Write Commit Messages that Project Maintainers
    Will Appreciate'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/how-typescript-interfaces-work:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep dive into TypeScript's structural subtyping and interface structures.
    Compares interface merging to type aliases, teaching engineers how to construct
    solid, extendable API patterns.
  language: TypeScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Languages
  - TypeScript
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How TypeScript Interfaces Work – Explained with Examples'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.freecodecamp.org/news/http-full-course:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deep-dive handbook covering HTTP protocols, status codes, fetch APIs,
    CORS configurations, and asynchronous stream handling. Essential reading for constructing
    robust and latency-aware client-server network requests.
  language: JavaScript
  resource_type: Course
  complexity: Intermediate
  hierarchy:
  - Protocols & API Design
  - HTTP Networking
  - Client-Server Communication
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: HTTP Networking in JavaScript –Handbook for Beginners'
  addition_method: manual
  v2_locations:
  - javascript.md
https://www.freecodecamp.org/news/increase-your-vs-code-productivity:
  description: ''
  addition_method: manual
  content_hash: 2709dedb791e9478d88c77cc8d495133fd4ce22e99e2d59425d6825839d96f05
  health_score: 100.0
  last_checked: 1779033397.896345
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: Blog outlining critical keyboard shortcuts, configuration profiles,
    and tools inside VS Code. Helps developers build efficient engineering workflows
    for local and cloud environments.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Development Environment
  - Productivity
  - Community Resource
  is_microservice: false
  title: 'freecodecamp.org: Increase Your VS Code Productivity'
https://www.freecodecamp.org/news/int-object-is-not-iterable-python-error-solved:
  addition_method: manual
  content_hash: e5d5d785b1ee39c0408ec6d24afa85a6f0fee75764ee205ab3cccdec57982dc9
  health_score: 100.0
  last_checked: 1779030587.469793
  needs_ai_refresh: true
  v1_locations:
  - docs/python.md
https://www.freecodecamp.org/news/java-unit-testing:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step introduction to writing predictable unit tests using JUnit
    5 and Mockito. Emphasizes isolating dependency mock-injection frameworks and measuring
    robust branch coverage.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Development
  - Testing
  - Unit Testing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Write Unit Tests in Java'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://www.freecodecamp.org/news/javascript-dom:
  description: ''
  addition_method: manual
  content_hash: 57a50a6f7bdb6f72edbcdf4a90be8ecd7bb14d3457f6188d186da5d093a0266d
  health_score: 100.0
  last_checked: 1779031450.866942
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/dom.md
  v2_locations:
  - dom.md
  year: '2026'
  ai_summary: An analytical guide breaking down DOM traversal and event propagation
    mechanics (bubbling and capturing). Essential for intermediate UI engineering,
    it covers the structural boundaries of web browsers and highlights optimization
    patterns for interface updates.
  language: JavaScript
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Web Development
  - DOM
  - JavaScript
  is_microservice: false
  title: 'freecodecamp.org: How the Document Object Model Works in JavaScript – DOM''
    Tutorial for Beginners'
https://www.freecodecamp.org/news/javascript-dom-build-a-calculator-app:
  description: ''
  addition_method: manual
  content_hash: 6e20db72e9feb6415af005511645a0d66985bfeebdc546b303f6cb7c8d956cd7
  health_score: 100.0
  last_checked: 1779031438.072469
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/dom.md
  v2_locations:
  - dom.md
  year: '2026'
  ai_summary: A practical, task-oriented tutorial on DOM manipulation designed for
    front-end engineers. It walks through building an interactive UI component from
    scratch, emphasizing dynamic node creation, event handling, and performant state
    updates in native JavaScript.
  language: JavaScript
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Web Development
  - DOM
  - JavaScript
  is_microservice: false
  title: 'freecodecamp.org: JavaScript DOM Tutorial – How to Build a Calculator App''
    in JS'
https://www.freecodecamp.org/news/kubernetes-vs-docker-whats-the-difference-explained-with-examples:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Clear, concept-driven guide explaining how Docker packaging formats
    integrate with Kubernetes container loops. Provides easy-to-follow diagrams for
    entry-level platforms.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Containers
  - Docker vs Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Kubernetes VS Docker: What''s the Difference? Explained
    With Example'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://www.freecodecamp.org/news/learn-algorithms-and-data-structures-in-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Educational walkthrough analyzing structural complexities (Big O notation)
    and fundamental data structures implemented in Python. Explores custom implementations
    of binary search trees, hash tables, and graphs. Critical for low-level application
    optimization in complex backend routines.
  language: Python
  resource_type: Course
  complexity: Intermediate
  hierarchy:
  - Computer Science
  - Algorithms
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: Learn Algorithms and Data Structures in Python \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/learn-coding-for-everyone-handbook:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A foundational software engineering handbook designed to quickly familiarize
    beginner programmers with the UNIX command line, version control operations (Git),
    and basic application code structures.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Fundamentals
  - Learning Paths
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Start Learning to Code – Handbook for Beginners'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://www.freecodecamp.org/news/learn-data-structures-and-algorithms:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Curates comprehensive algorithmic and structural theories
    to establish robust foundational knowledge.

    Live Grounding: Details search implementations, algorithmic sorting complexities,
    and performance metrics across common spatial graphs and trees.'
  language: Any
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Computer Science
  - Algorithms & Data Structures
  - Theory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Learn Data Structures and Algorithms – Introduction and
    Learning Resources'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/learn-git-basics:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An in-depth learning handbook covering foundational mechanics of Git,
    explaining index systems, tree conflicts resolution, commit histories, remote
    repository synchronization, and merge operations.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Version Control
  - Git Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: Learn Git Fundamentals – A Handbook on Day-to-Day Development
    Tasks \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/learn-how-to-deploy-12-apps-to-aws-azure-google-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An extensive multi-cloud deployment course demonstrating how to package
    and release applications across AWS, Azure, and Google Cloud container environments
    (ECS, Container Apps, and Cloud Run).
  language: English
  resource_type: Course
  complexity: Intermediate
  hierarchy:
  - Cloud Orchestration
  - Multi-Cloud Deployments
  - Application Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: Learn How to Deploy 12 Apps to AWS, Azure, & Google Cloud'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.freecodecamp.org/news/learn-istio-manage-microservices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A structured, end-to-end tutorial designed to teach engineers how to
    deploy, monitor, and secure microservices using Istio. Covers key topics including
    canary releases, distributed tracing integration, and mutual TLS configuration.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "freecodecamp.org: Learn Istio – How to Manage, Monitor, and Secure Microservices
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - istio.md
https://www.freecodecamp.org/news/learn-jenkins-by-building-a-ci-cd-pipeline:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A hands-on FreeCodeCamp tutorial guiding developers through setting
    up pipelines with parallel stages and testing loops. *Curator Insight*: FreeCodeCamp
    walkthrough. *Live Grounding*: Excellent practice resource for developers learning
    standard Jenkinsfile structures.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI/CD Foundations
  - Learning Paths
  - Jenkins Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: Learn Jenkins by Building a CI/CD Pipeline \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.freecodecamp.org/news/learn-kubernetes-and-start-containerizing-your-applications:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An entry-level syllabus detailing containerization concepts and Kubernetes
    core resources. Provides a step-by-step introduction to Dockerizing microservices,
    constructing YAML configurations, and deploying pods and services to localized
    developer environments.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Training
  - Foundations
  - Kubernetes Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: Learn Kubernetes and Start Containerizing Your Applications'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.freecodecamp.org/news/learn-machine-learning-and-neural-networks-without-frameworks:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A technical exploration of the math and implementation mechanics of
    neural networks from pure scratch, avoiding PyTorch or TensorFlow abstraction
    layers. Focuses on matrix operations, backpropagation algorithms, and loss optimizations
    to build strong foundational knowledge.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - AI & Machine Learning
  - Foundations
  - Neural Networks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'marvelousmlops.substack.com: Learn Machine Learning and Neural Networks
    without Frameworks'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.freecodecamp.org/news/learn-the-basics-of-java-programming:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introductory guide to Java development kit setup, language syntax, primitive
    types, control flows, object-oriented concepts, and basic error handling patterns.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java
  - Language Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Learn the Basics of Java Programming'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://www.freecodecamp.org/news/make-your-kubernetes-environment-secure-efficient-reliable:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive masterclass covering security controls (admission controllers,
    RBAC, network policies), resource optimization (Karpenter/Cluster-Autoscaler),
    and workload reliability architectures.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operations
  - Best Practices
  - Enterprise Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Make Your Enterprise Kubernetes Environment Secure,
    Efficient, and Reliable'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.freecodecamp.org/news/markdown-cheat-sheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An educational guide explaining Markdown basics with real-world examples.
    Curator Insight values its utility for technical writers. Live Grounding shows
    its broad usage in software engineering bootcamps and initial developer onboardings.
  language: Markdown
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Development
  - Documentation Tools
  - Markdown
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Markdown Cheat Sheet – How to Write in Markdown with Examples'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.freecodecamp.org/news/master-api-testing-with-postman:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight presents this masterclass from FreeCodeCamp for comprehensive
    API testing utilizing Postman. Live Grounding notes that while GUI based testing
    is powerful for debugging, exporting these suites for CLI integration via Newman
    remains the gold standard for automated pipelines. It serves as an essential foundational
    guide for quality engineering.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Quality Assurance
  - API Testing Automation
  - Postman Guides
  - Testing Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Master API Testing with Postman'
  addition_method: manual
  v2_locations:
  - postman.md
  - demos.md
https://www.freecodecamp.org/news/mlops-course-learn-to-build-machine-learning-production-grade-projects:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A complete, production-grade syllabus designed to guide engineers through
    model training, automated deployment strategies, CI/CD, and system monitoring.
    Emphasizes building production-ready architectures with clear structural boundaries
    rather than pure algorithmic modeling.
  language: Python
  resource_type: Course
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Learning Roadmap
  - Courses
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: MLOps Course – Learn to Build Machine Learning Production
    Grade Projects'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.freecodecamp.org/news/oauth2-resourceserver-with-spring-security:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A hands-on implementation tutorial detailing the deployment of an OAuth2-compliant
    resource server using Spring Security. It guides through configuring middleware
    to parse and authenticate incoming JWT requests.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - Spring Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: How to Implement an OAuth2 Resource Server with Spring
    Security'
  addition_method: manual
  v2_locations:
  - oauth.md
https://www.freecodecamp.org/news/object-oriented-programming-in-java:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Advanced curriculum covering deep encapsulation, inheritance hierarchies,
    abstract factories, polymorphical design patterns, interfaces, and SOLID architectural
    design principles in Java.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Java
  - Object-Oriented Programming
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Advanced Object-Oriented Programming in Java – Full Book'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://www.freecodecamp.org/news/practical-git-and-git-workflows:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compares branching models including Git Flow, GitHub Flow, and Trunk-Based
    Development. Helps engineering teams choose the right workflow based on their
    deployment frequency, team size, and CI/CD setup.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: How to Use Git and Git Workflows – a Practical Guide'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/public-apis-for-developers:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Introduces a handpicked list of highly functional public APIs suited
    for portfolio projects and app prototypes. The compilation features modern REST
    APIs that do not require complex OAuth authorization flows, covering categories
    like machine learning, weather forecasting, financial data, and geolocation. It
    serves as an accessible entry-point for learning API integration patterns.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Application Integration
  - API Design
  - Public Directories
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Public APIs Developers Can Use in Their Projects'
  addition_method: manual
  v2_locations:
  - api.md
https://www.freecodecamp.org/news/pyscript-python-front-end-framework:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Introduces execution of complex Python pipelines inside
    browser-side environments via WebAssembly architectures.

    Live Grounding: Assesses PyScript''s interface layer, detailing direct DOM manipulation,
    Pyodide compiler speeds, and frontend script processing.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Web Development
  - WASM
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: How to Use PyScript – A Python Frontend Framework \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/python-attributes-class-and-instance-attribute-examples:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Examines class attributes versus unique object instance
    states in Python OOP designs.

    Live Grounding: Reviews internal attribute lookup mechanisms (via `__dict__`),
    inheritance overrides, class namespaces, and memory storage profiles.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Object-Oriented Programming
  - Attributes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Python Attributes – Class and Instance Attribute Examples'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/python-for-loop-for-i-in-range-example:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Breaks down fundamental sequence looping execution
    in modern Python scripts.

    Live Grounding: Focuses on performance benefits of generator-driven range sequences
    over standard index increments within high-iteration pathways.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Control Flow
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Python For Loop - For i in Range Example'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/python-list-methods-append-vs-extend:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates mutating functions of list elements. Demonstrates complexity
    and memory allocations comparing single-object inclusion with `append()` versus
    sequence concatenation with `extend()` to prevent performance bottlenecks.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Python List Methods – append( ) vs extend( ) in Python
    Explained with Code Examples'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/python-list-remove-how-to-remove-an-item-from-a-list-in-python:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Examines removing specific programmatic values from
    dynamic list arrays.

    Live Grounding: Details execution profiles of `.remove()` relative to value lookups,
    compared against structural alternatives like system-level `del` statement and
    array `.pop()` methods.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Python List .remove() - How to Remove an Item from a List
    in Python'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/python-map-function-how-to-map-a-list-in-python-3-0-with-example-code:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores syntax details of `map()` in Python 3. Shows how it returns
    a memory-efficient map iterator object rather than a list, comparing performance
    directly to standard list comprehensions under memory constraints.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - Functional Programming
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Python Map Function – How to Map a List in Python 3.0,
    With Example Code'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/python-set-operations-explained-with-examples:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive breakdown of native Python sets. Demonstrates mathematical
    transformations including unions, intersections, differences, and subset checks
    while detailing underlying hash-table performance implications.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Core
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Python Sets – Explained with Examples'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/python-string-split-and-join-methods-explained-with-examples:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines basic usage of Python's string manipulation methods `split()`
    and `join()`. Shows how these helper functions parse tokens and clean unstructured
    user payloads efficiently.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - String Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Python String split() and join() Methods – Explained with
    Examples'
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/rest-api-best-practices-rest-endpoint-design-examples:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A comprehensive blueprint for designing RESTful API endpoints using
    industry-standard conventions. It explains semantic HTTP verbs (GET, POST, PUT,
    DELETE), logical plural resource naming, status code mappings, and pagination
    practices. Adhering to these standards ensures intuitive consumption and predictable
    API performance.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Application Integration
  - API Design
  - Best Practices
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: REST API Best Practices – REST Endpoint Design Examples
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://www.freecodecamp.org/news/rest-api-design-best-practices-build-a-rest-api:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A practical, comprehensive handbook walking through REST API design
    and development using JavaScript, Node.js, and Express.js. Beyond routing, it
    covers crucial real-world topics including structured error handling, token-based
    authentication (JWTs), database connection pooling, and payload validation middleware.
    This serves as an end-to-end curriculum for building production-ready Node.js
    APIs.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - Hands-on Deployment
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: REST API Design Best Practices Handbook – How to Build
    a REST API with JavaScript, Node.js, and Express.js'
  addition_method: manual
  v2_locations:
  - api.md
https://www.freecodecamp.org/news/rsync-examples-rsync-options-and-how-to-copy-files-over-ssh:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Comprehensive walkthrough of rsync protocol options and SSH integration
    for secure differential backups. Explains performance flags like --partial and
    --progress crucial for automated disaster recovery strategies.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Storage & File Systems
  - Data Synchronization
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: RSync Examples – Rsync Options and How to Copy Files Over
    SSH'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.freecodecamp.org/news/serverless-is-cheaper-not-simpler-a10c4fc30e49:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Challenges the popular industry narrative that serverless frameworks
    simplify system designs. While highlighting significant cost reductions, this
    case study warns about the operational complexities of distributed event routing,
    IAM configuration boundaries, and cold start mitigations.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Serverless
  - Operational Cost
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: Serverless is cheaper, not simpler'
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.freecodecamp.org/news/sql-inner-join-how-to-join-3-tables-in-sql-and-mysql:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides advanced syntax paradigms for combining three or more relational
    tables in standard SQL and MySQL. Details optimizer path selections, index utilization
    strategies, and optimal execution sequences for highly normalized enterprise relational
    schemas.
  language: SQL
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Databases
  - SQL Fundamentals
  - Joins
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: SQL Inner Join – How to Join 3 Tables in SQL and MySQL'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.freecodecamp.org/news/sql-join-types-inner-join-vs-outer-join-example:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical primer exploring the execution mechanics of relational SQL
    join operations. Contrasts the set theory behind INNER, LEFT, RIGHT, and FULL
    OUTER JOINs with concrete visual patterns to align developer understanding with
    engine execution phases.
  language: SQL
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Databases
  - SQL Fundamentals
  - Joins
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: SQL Join Types – Inner Join VS Outer Join Example'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.freecodecamp.org/news/sql-joins-tutorial:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive, visual tutorial mapping various SQL JOIN architectures.
    Clearly contrasts INNER JOIN, LEFT JOIN, RIGHT JOIN, FULL OUTER JOIN, and CROSS
    JOIN operations using venn diagrams and transactional datasets.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - SQL
  - Query Mechanics
  - Joins
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: SQL Joins Tutorial: Cross Join, Full Outer Join, Inner
    Join, Left Join, and Right Join'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.freecodecamp.org/news/tag/aws:
  description: ''
  addition_method: manual
  content_hash: 30b25004b5bdc7caf71c00aef864dc91da730327b9ae94c53d84b3b65ce8aa3e
  health_score: 100.0
  last_checked: 1779030132.324205
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: A dynamic curriculum stream aggregating tutorials focused on AWS design
    patterns, architectural fundamentals, and software development SDK integrations.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: ==freecodecamp.org/news/tag/aws==
https://www.freecodecamp.org/news/tcp-vs-udp:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Contrasts the mechanical differences between the TCP and UDP transport
    protocols. Evaluates TCP's connection-oriented, high-reliability delivery mechanism
    (with congestion control and handshakes) against UDP's lightweight, connectionless,
    and high-speed streaming architecture, framing the optimal real-time application
    patterns for both.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Networking
  - Protocols
  - Transport Layer
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: TCP vs. UDP — What''s the Difference and Which Protocol
    is Faster?'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.freecodecamp.org/news/the-definitive-guide-to-git-merge:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive guide examining standard branch merge practices, fast-forward
    merges, three-way merges, and conflict mitigation. Offers foundational theoretical
    models of commit graphs alongside step-by-step diagnostic CLI routines.
  language: English
  resource_type: Handbook
  complexity: Intermediate
  hierarchy:
  - Version Control
  - Git Core
  - Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: The Git Merge Handbook – Definitive Guide to Merging in
    Git'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/the-kubernetes-handbook:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: A robust, free reference guide to Kubernetes cluster configuration.
    Contains detailed walk-throughs on container networks, continuous integration
    patterns, and localized diagnostic routines with configuration syntax.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Comprehensive Reference
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "freecodecamp.org: The Kubernetes Handbook \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://www.freecodecamp.org/news/the-linux-commands-handbook:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An exhaustive reference manual containing primary command patterns,
    user permissions, shell navigation commands, and simple scripting techniques.
    Ideal for junior developers or administrators seeking to build a robust mental
    model of standard UNIX/Linux environments.
  language: Bash
  resource_type: Reference Guide
  complexity: Beginner
  hierarchy:
  - Linux
  - Command Line
  - Reference
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: The Linux Command Handbook \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://www.freecodecamp.org/news/the-nginx-handbook:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A master handbook exploring NGINX server architecture. Reviews custom
    security header injections, performance caching designs, proxy configurations,
    and advanced debugging processes for production environments.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Web Servers
  - NGINX Handbooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: The NGINX Handbook \U0001F31F"
  addition_method: manual
  v2_locations:
  - web-servers.md
https://www.freecodecamp.org/news/the-python-handbook:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An all-encompassing developer manual for Python programming. Covers
    variable scoping, data structures, classes, standard library exceptions, file
    system interactions, and virtual environments from a production developer's perspective.
  language: English
  resource_type: Book
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - Learning Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: The Python Handbook \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://www.freecodecamp.org/news/the-sql-inner-join-command-example-syntax:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep dive into the SQL INNER JOIN command. Details query structure,
    standard ANSI syntax, and execution order within relational engines, providing
    developers with clear patterns for query construction and performance predictability.
  language: SQL
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Databases
  - SQL Fundamentals
  - Joins
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: The SQL Inner Join Command: Example Syntax'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.freecodecamp.org/news/undo-git-add-how-to-remove-added-files-in-git:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Focuses on mechanisms to untrack files and revert the staging area without
    affecting local working changes. It details commands like 'git restore --staged'
    and 'git rm --cached', highlighting their behavior under modern Git versions for
    safe workspace management.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: Undo Git Add – How to Remove Added Files in Git \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/use-selenium-to-create-a-web-scraping-bot:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An engineering guide demonstrating how to leverage Selenium for scraping
    complex, dynamic JavaScript-rendered single-page applications where simple HTTP
    libraries fail. It outlines managing browser sessions, interacting with dynamic
    elements, bypassing basic detection systems, and extracting raw DOM data systematically.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Web Scraping & Automation
  - Data Extraction
  - Selenium Bots
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Use Selenium to Create a Web Scraping Bot'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.freecodecamp.org/news/vs-code-extensions-to-boost-your-development-productivity:
  description: ''
  addition_method: manual
  content_hash: 5d79697393168d595f83c2bf05936614d54b63cdcfc7e769407bb3bb3bb57a56
  health_score: 100.0
  last_checked: 1779031094.145516
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: A compiled developer resource listing standard VS Code extensions that
    optimize local productivity and minimize development friction. The guide serves
    as a solid starting point for configure environments suitable for modern software
    engineering.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Development Environment
  - Productivity
  - Community Resource
  is_microservice: false
  title: "freecodecamp.org: VS Code Extensions That'll Boost Your Development Productivity'
    \U0001F31F"
https://www.freecodecamp.org/news/vs-code-extensions-to-increase-developer-productivity:
  description: ''
  addition_method: manual
  content_hash: ee69cc7e60613f466e57581ab5a90199f0b594b689d3aecd506273989c3178be
  health_score: 100.0
  last_checked: 1779032054.499287
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: Evaluates productivity-centric VS Code setups, analyzing the correlation
    between structured lint configurations and reduced delivery cycles for engineering
    teams.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Ecosystem & General Productivity
  is_microservice: false
  title: 'freecodecamp.org: VS Code Extensions to Increase Developer Productivity'
https://www.freecodecamp.org/news/web-scraping-google-sheets:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates techniques for scraping and parsing web pages using built-in
    Google Sheets functions like IMPORTXML and IMPORTHTML. Provides direct patterns
    for light ETL, rapid data extraction, and spreadsheet automation workflows.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Development
  - Data Engineering
  - Google Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Web Scraping with Google Sheets – How to Scrape Web Pages
    with Built-in Functions'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://www.freecodecamp.org/news/web-storage-api-how-to-store-data-on-the-browser:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores client-side data persistence layers including LocalStorage,
    SessionStorage, and modern alternatives like IndexedDB. Compares design tradeoffs
    between execution thread safety, payload capacity limits, and synchronous blocking.
  language: JavaScript
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Frontend Development
  - Browser Storage
  - State Persistence
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Web Storage API – How to Store Data on the Browser'
  addition_method: manual
  v2_locations:
  - javascript.md
https://www.freecodecamp.org/news/what-is-a-full-stack-developer-full-stack-engineer-guide:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A career guide details full-stack software development proficiencies,
    mapping expectations across modern client frameworks, server endpoints, relational/non-relational
    databases, and fundamental platform operations.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Career
  - Industry Trends
  - Learning Paths
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: What is a Full Stack Developer? 2022 Full Stack Engineer
    Guide'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://www.freecodecamp.org/news/what-is-a-helm-chart-tutorial-for-kubernetes-beginners:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive beginner tutorial exploring Helm fundamentals. Translates
    Kubernetes packaging logic into relatable analogies and guides developers through
    editing templates and launching basic infrastructure releases.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Introductory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: What is a Helm Chart? A Tutorial for Kubernetes Beginners'
  addition_method: manual
  v2_locations:
  - helm.md
https://www.freecodecamp.org/news/what-is-an-api-and-how-to-test-it:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: An entry-level comprehensive guide detailing API fundamentals, architectural
    patterns like REST and GraphQL, and testing strategies. It reviews structural
    practices for choosing and implementing API verification suites, ensuring secure
    contract validation across distributed microservices.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - APIs
  - Testing & Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "freecodecamp.org: API Cheatsheet – What is an API, How it Works, and How
    to Choose the Right API Testing Tools \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.freecodecamp.org/news/what-is-git-learn-git-version-control:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An introductory handbook defining version control systems. Explores
    non-linear history tracking, the advantages of branching, and repository collaboration
    models before diving into CLI commands.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: What is Git? A Beginner''s Guide to Git Version Control'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/what-is-github-wiki-and-how-do-you-use-it:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed guide on utilizing GitHub Wikis for repository documentation.
    It describes markdown editing, sidebar customization, and managing wiki repositories
    locally as standard Git remotes.
  language: Markdown
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Documentation
  - GitHub Wiki
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: What is a GitHub Wiki and How Do You Use it?
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.freecodecamp.org/news/what-is-infrastructure-as-code:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A full-scale tutorial covering the entire spectrum of Infrastructure
    as Code. Educates on fundamental engines, continuous state management, structural
    cloud setups, and continuous integration workflows.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Training
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "freecodecamp.org: Infrastructure as Code - Full Course \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - iac.md
https://www.freecodecamp.org/news/what-is-rest-rest-api-definition-for-beginners:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A comprehensive introductory handbook explaining REST (Representational
    State Transfer) concepts. Explores the core mechanics of resources, URIs, HTTP
    methods, response codes, and explains why stateless operations are critical for
    web reliability.
  language: Agnostic
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - API Architectures
  - REST
  - Introduction
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'freecodecamp.org: What is REST? Rest API Definition for Beginners'
  addition_method: manual
  v2_locations:
  - api.md
https://www.freecodecamp.org/news/what-is-terraform-learn-infrastructure-as-code:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An intensive, accessible educational roadmap introducing the principles
    of Infrastructure as Code. Emphasizes declarative configuration, state file mechanics,
    and provides a walk-through of the standard AWS deployment pipeline.
  language: English
  resource_type: Educational Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Educational Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: What is Terraform? Learn Terraform and Infrastructure
    as Code'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.freecodecamp.org/news/what-is-trunk-based-development:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An educational guide that introduces developers to Trunk-Based Development.
    It contrasts TBD with traditional GitFlow, showing how merging frequent, small
    commits to a single trunk prevents major merge conflicts and accelerates deployment
    cycles.
  language: Markdown
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: What is Trunk Based Development? A Different Approach
    to the Software Development Lifecycle'
  addition_method: manual
  v2_locations:
  - git.md
https://www.freecodecamp.org/news/whats-the-difference-between-authentication-and-authorisation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the architectural differences between authentication protocols
    and authorization policies. Uses industry examples like OAuth2, OIDC, SAML, and
    Kubernetes RBAC models to illustrate standard access control patterns.
  language: English
  resource_type: Technical Tutorial
  complexity: Beginner
  hierarchy:
  - Security
  - Access Control
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Authentication vs Authorization – What''s the Difference?'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.freecodecamp.org/news/why-you-should-start-using-docker-now:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Advocacy article highlighting the value of containers in modern development.
    Focuses on resolving local environment drifts and standardizing runtime setups
    across engineering teams.
  language: English
  resource_type: Introductory
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'freecodecamp.org: Why You Should Start Using Docker Right Now'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.freelancer.com:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781430323.795312
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/freelancing.md
  v2_locations:
  - freelancing.md
  year: '2026'
  status: online
  ai_summary: Global platform cataloging remote engineering resource pipelines. Offers
    transactional milestone frameworks and structured API tooling to help engineering
    management source specialized technical talent on demand.
  language: English
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - Business & Careers
  - Freelance Platforms
  - Sourcing
  is_microservice: false
  title: "freelancer \U0001F31F"
https://www.ft.com/content/08ff1bd0-2e2b-4d20-bb9f-dfe8c5a9807b:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032704.172089
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ft.com: Women in finance say ‘mediocre’ male managers block progress'
  v1_locations:
  - docs/hr.md
  v2_locations:
  - hr.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ft.com:
    Women in finance say ‘mediocre’ male managers block progress in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.fugue.co/blog/5-tips-for-using-the-rego-language-for-open-policy-agent-opa:
  addition_method: manual
  content_hash: 8f3c719343ece8f0808a3ce6330227164c9c57c996afc10674b560fb01badc7d
  description: ''
  health_score: 100.0
  last_checked: 1779030205.244868
  stars: 0
  status: online
  title: 'fugue.co: 5 tips for using the Rego language for Open Policy Agent (OPA)'
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://www.fugue.co/blog/securing-a-kubernetes-pod-with-regula-and-open-policy-agent:
  addition_method: manual
  content_hash: 8f3c719343ece8f0808a3ce6330227164c9c57c996afc10674b560fb01badc7d
  description: ''
  health_score: 100.0
  last_checked: 1779030391.545558
  stars: 0
  status: online
  title: 'fugue.co: Securing a Kubernetes pod with Regula and Open Policy Agent'
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://www.fugue.co/container-kubernetes:
  addition_method: manual
  content_hash: 6f1edaa7f2385d9b993e4e608ed7b4f2172fbd3fa95556ff194c4ffa6b534555
  description: ''
  health_score: 100.0
  last_checked: 1779034037.990699
  stars: 0
  status: online
  title: 'Fugue: Container and Kubernetes. Runtime infrastructure security'
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://www.fullstackpython.com:
  description: '- [Full Stack Python: Best Python Resources](http://www.fullstackpython.com/best-python-resources.html)'
  year: '2012'
  stars: 0
  ai_summary: Comprehensive open-access roadmap classifying the entire Python web
    stack. Details deployments, databases, security configurations, and web servers,
    bridging the gap between basic code and production scaling.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Full-Stack Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Full Stack Python is an open book that explains each Python web application
    stack layer and provides the best web resources for those topics
  addition_method: manual
  v2_locations:
  - python.md
https://www.fullstackpython.com/best-python-resources.html:
  addition_method: manual
  content_hash: 77bb4f1d32c69cec96a4539d86a6d62137c13ca935319707558cbc1535d589ec
  health_score: 100.0
  last_checked: 1779033400.439676
  needs_ai_refresh: true
  v1_locations:
  - docs/python.md
https://www.functionize.com/blog/testers-vs-tdd:
  description: ''
  addition_method: manual
  content_hash: 1df3cbed3319b2dc628aa9698a0ebe12d15c600ccce9d471e4700819a4aa0600
  health_score: 100.0
  last_checked: 1779031849.983362
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2020'
  ai_summary: Examines structural differences in perspective between dedicated QA
    testers and developer-focused TDD processes. Promotes unified test-authoring strategies
    to combine unit assertions with broader system workflows.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - Testing Methodologies
  is_microservice: false
  title: 'functionize.com: Testers vs TDD'
https://www.fusionlayer.com/products/infinity:
  description: "- Cloud computing and service automation are changing the way in which
    applications and data are being delivered and consumed. The existing 30-year-old
    networking model is failing to keep up with the automated service architectures
    and the Internet of Things (IoT) based on end-to-end automation.\n    - **To facilitate
    the migration to cloud-era computing, service providers and data centers must
    add networking into the automated service workflows.** This requires agility and
    elasticity that traditional networking products are not designed to provide. As
    IT environments of tomorrow involve a plethora of orchestrators and controllers
    spinning up services and applications inside shared networks, they all must be
    managed and provisioned by a unified solution authoritative for all network-related
    information."
  year: '2021'
  stars: 0
  ai_summary: A detailed product overview of enterprise Software-Defined IP Address
    Management (IPAM) integrations designed for automated cloud-scale container provisioning.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - IPAM
  - Software-Defined
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'fusionlayer.com: Software-Defined IP Address Management (IPAM)'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.fusionlayer.com/products/ip-address-management-software-defined-ipam-infinity:
  addition_method: manual
  content_hash: df7282877fff04b4fe2ec8da9d6e8d5cf8d5cfad55e79f161ec8b95eaf2e386b
  description: ''
  health_score: 100.0
  last_checked: 1779030723.869613
  stars: 0
  status: online
  title: 'fusionlayer.com: Software-Defined IP Address Management (IPAM)'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.fylamynt.com/post/mastering-cloud-automation-in-the-cloud-native-era:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033671.684645
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "fylamynt.com: Mastering Cloud Automation in the Cloud-Native Era \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering fylamynt.com:
    Mastering Cloud Automation in the Cloud-Native Era \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.gaia-x.eu:
  addition_method: manual
  content_hash: 48c75bd1e7e6e07fd40095e80297d55c82c8a0c2fb88cd8beaaf100617bd5160
  description: ''
  health_score: 100.0
  last_checked: 1779034494.841679
  stars: 0
  status: online
  title: Gaia-X.eu
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://www.gammaux.com/blog/como-definir-un-minimum-viable-product-mvp:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical UX-oriented guide detailing how to scope and define an MVP.
    Illustrates methods to synthesize user research, map technical constraints to
    design prototypes, and ensure the initial deployment represents viable technical
    and user value.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Product Management
  - Methodology
  - Minimum Viable Product
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'gammaux.com: Cómo definir un Minimum Viable Product (MVP)'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.gazafatonarioit.com/2020/09/entiende-el-mvp-producto-minimo-viable.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores the Minimum Viable Product (MVP) concept, advocating for a
    focus on early, usable, and high-quality user experiences over raw, half-finished
    feature sets. Proposes shifting from basic MVP models to solutions that users
    can test, love, and adopt early.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Product Management
  - Methodology
  - Minimum Viable Product
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'gazafatonarioit.com: Entiende el MVP (Producto Mínimo Viable) y por qué
    prefiero Producto que se pueda probar, utilizar y adorar más temprano'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.gcreddy.com/2016/06/domain-knowledge-for-testers.html:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033731.027818
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2016'
  ai_summary: Underlines the value of vertical-specific domain expertise in the software
    testing lifecycle. Points out that technical automated tests must be paired with
    functional understanding to capture logic-level bugs.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - Testing Methodologies
  is_microservice: false
  title: 'gcreddy.com: Domain Knowledge for Software Testers'
https://www.gcreddy.com/2021/05/sql-step-by-step-videos.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step video learning index targeting SQL newcomers. Outlines
    basic query formatting, simple indexing, relational design guidelines, and fundamental
    aggregate queries.
  language: English
  resource_type: Video Course Directory
  complexity: Beginner
  hierarchy:
  - SQL
  - Education
  - Video Training
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'gcreddy.com: SQL Step by Step Videos'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.gcreddy.com/2022/02/sql-interview-questions-and-answers.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Provides fundamental SQL database query interview questions. Teaches
    logical query execution paths, normalization theories, basic syntax structure,
    and joining mechanisms across tabular databases.
  language: None
  resource_type: Interview Q&A
  complexity: Beginner
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Database & SQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'gcreddy.com: SQL Interview Questions and Answers'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.geeksforgeeks.org/5-best-java-frameworks-for-microservices:
  addition_method: manual
  content_hash: f10bd57230463a364307c39c6f880b386be4c44ecddc8fcba1fce8e287b3e8cf
  description: ''
  health_score: 100.0
  last_checked: 1779033026.003162
  stars: 0
  status: online
  title: '==geeksforgeeks.org: 5 Best Java Frameworks For Microservices=='
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://www.geeksforgeeks.org/7-most-in-demand-and-high-paying-programming-jobs:
  addition_method: manual
  content_hash: 10d710e0c08b541c5d214cb8689db23ef0a89ef6efa5f92ecc038053e2ccdfdc
  description: ''
  health_score: 100.0
  last_checked: 1779029634.74091
  stars: 0
  status: online
  title: 'geeksforgeeks.org: 7 Most In-Demand and High Paying Programming Jobs'
  v1_locations:
  - docs/devel-sites.md
  year: N/A
https://www.geeksforgeeks.org/basics-of-soap-simple-object-access-protocol:
  addition_method: manual
  content_hash: af2ce6f719ebe534a5379f16fb92a41f67b32ee69d212ab51caccddef830224d
  description: ''
  health_score: 100.0
  last_checked: 1779033583.969894
  stars: 0
  status: online
  title: 'geeksforgeeks.org: Basics of SOAP – Simple Object Access Protocol'
  v1_locations:
  - docs/api.md
  year: N/A
https://www.geeksforgeeks.org/best-practices-for-sql-query-optimizations:
  addition_method: manual
  content_hash: 4cbb898c0365b80b41b0887592cbf899aebd74c11ec530511c2ae451f27aa918
  description: ''
  health_score: 100.0
  last_checked: 1779031793.930603
  stars: 0
  status: online
  title: 'geeksforgeeks.org: Best Practices for SQL Query Optimization'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.geeksforgeeks.org/best-way-to-master-spring-boot-a-complete-roadmap:
  addition_method: manual
  content_hash: 715b2ec23cd79c091e926ad9fb4cd1006fc1e39d06950c48f80c79082ce2a56c
  description: ''
  health_score: 100.0
  last_checked: 1779031652.324658
  stars: 0
  status: online
  title: 'geeksforgeeks.org: Best way to master spring boot , a complete roadmap'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://www.geeksforgeeks.org/blogs/7-most-in-demand-and-high-paying-programming-jobs:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An analysis of high-demand cloud and software engineering specializations,
    highlighting systems architecture, DevOps, machine learning engineering, and backend
    microservice design.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Career
  - Industry Trends
  - Market Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'geeksforgeeks.org: 7 Most In-Demand and High Paying Programming Jobs'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://www.geeksforgeeks.org/blogs/best-java-frameworks-for-microservices:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'This architectural comparison rates the top 5 Java frameworks for constructing
    microservices: Spring Boot, Micronaut, Quarkus, Helidon, and Dropwizard. It evaluates
    memory footprint, startup time, and cloud native integration capabilities.'
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Microservices Design
  - Java Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'geeksforgeeks.org: 5 Best Java Frameworks For Microservices'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.geeksforgeeks.org/blogs/microservice-architecture-introduction-challenges-best-practices:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Introduces microservices architecture foundations, delineating major
    design trade-offs around decentralized data management, inter-service networking,
    and distributed tracing. Outlines tactical approaches for handling network failures
    via sagas, API Gateways, and transactional outbox patterns.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Microservices & Distributed Systems
  - Architecture Patterns
  - Best Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'geeksforgeeks.org: Microservice Architecture – Introduction, Challeneges
    & Best Practices'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.geeksforgeeks.org/blogs/top-10-advance-python-concepts-that-you-must-know:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compilation of advanced core design patterns. Investigates descriptors,
    decorators, meta-classes, multi-threading vs multiprocessing bounds, generator
    design, and dynamic context managers.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Development
  - Python Core
  - Advanced Programming
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'geeksforgeeks.org: Top 10 Advance Python Concepts That You Must Know'
  addition_method: manual
  v2_locations:
  - python.md
https://www.geeksforgeeks.org/cloud-computing/kubernetes-concept-of-containers:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An educational resource decomposing container primitives within cloud
    computing environments. Details namespace isolation, cgroups resource enforcement,
    and how Kubernetes orchestrates these isolated Linux runtimes across virtual and
    physical bare-metal hardware.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Core Concepts
  - Containerization
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'geeksforgeeks.org: Kubernetes – Concept of Containers'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.geeksforgeeks.org/computer-networks/basics-of-soap-simple-object-access-protocol:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Explains the structural foundations of Simple Object Access Protocol
    (SOAP). It describes key architectural elements such as the SOAP Envelope, Header,
    Body, and Fault structures alongside the WSDL (Web Services Description Language)
    interface definitions. While largely replaced by REST and JSON in modern applications,
    SOAP remains critical in highly secure financial and enterprise systems.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - Protocols & Formats
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'geeksforgeeks.org: Basics of SOAP – Simple Object Access Protocol'
  addition_method: manual
  v2_locations:
  - api.md
https://www.geeksforgeeks.org/difference-between-rest-api-and-soap-api:
  addition_method: manual
  content_hash: b7410487ab146e0e200a77b2aba5587c59d2c022b5e3ff7ef1cd32465f447dda
  description: ''
  health_score: 100.0
  last_checked: 1779030248.83123
  stars: 0
  status: online
  title: 'geeksforgeeks.org: Difference between REST API and SOAP API'
  v1_locations:
  - docs/api.md
  year: N/A
https://www.geeksforgeeks.org/essential-git-commands:
  addition_method: manual
  content_hash: 3322184616899de4935c195e7ed1580da91fb3c9284b8ed99127f69c8555bda1
  description: ''
  health_score: 100.0
  last_checked: 1779031896.994806
  stars: 0
  status: online
  title: "==geeksforgeeks.org: Essential Git Commands== \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://www.geeksforgeeks.org/git/essential-git-commands:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: Systematic review of fundamental Git architecture
    and commands from GeeksforGeeks. Live Grounding: Provides academic-level clarity
    on internal DAG structures, tracking vs non-tracking branches, and basic merge
    conflict mechanics.'
  language: English
  resource_type: Tutorial Website
  complexity: Beginner-Intermediate
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "geeksforgeeks.org: Essential Git Commands \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.geeksforgeeks.org/git/how-to-write-good-commit-messages-in-github:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines standard practices for structured git commits (imperative mood,
    subject/body segregation, 50/72 character limits). Discusses how clear commit
    logging improves software audit trails and automated changelog generation.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'geeksforgeeks.org: How to Write Good Commit Messages in GitHub?'
  addition_method: manual
  v2_locations:
  - git.md
https://www.geeksforgeeks.org/how-to-write-good-commit-messages-in-github:
  addition_method: manual
  content_hash: 10c533d3696d83d8e339426ae2dc2967e5c456923996dc1d356d852df261ec7c
  description: ''
  health_score: 100.0
  last_checked: 1779030084.928219
  stars: 0
  status: online
  title: 'geeksforgeeks.org: How to Write Good Commit Messages in GitHub?'
  v1_locations:
  - docs/git.md
  year: N/A
https://www.geeksforgeeks.org/javascript/rest-api-architectural-constraints:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: 'Detailed analysis of the six key architectural constraints defining
    REST: Uniform Interface, Statelessness, Cacheability, Client-Server architecture,
    Layered System, and Code on Demand. Adhering to these constraints is critical
    for creating highly scalable, decoupled web APIs.'
  language: JavaScript
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - REST
  - Design Principles
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'geeksforgeeks.org: REST API Architectural Constraints'
  addition_method: manual
  v2_locations:
  - api.md
https://www.geeksforgeeks.org/kubernetes-concept-of-containers:
  addition_method: manual
  content_hash: c4e85025f5d006dcec222d9451cf4c2c3b0a169228a60d7bcbd7ede7d2fcf70f
  description: ''
  health_score: 100.0
  last_checked: 1779034291.923597
  stars: 0
  status: online
  title: 'geeksforgeeks.org: Kubernetes – Concept of Containers'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.geeksforgeeks.org/microservice-architecture-introduction-challeneges-best-practices:
  addition_method: manual
  content_hash: 77da2283643744ef519df0659f8efbd05495b7dd31d04026d40a9aa3b2f28894
  description: ''
  health_score: 100.0
  last_checked: 1779031393.371666
  stars: 0
  status: online
  title: 'geeksforgeeks.org: Microservice Architecture – Introduction, Challeneges''
    & Best Practices'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.geeksforgeeks.org/node-js/rest-api-introduction:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A foundational primer on REST web services, illustrating client-server
    communication using HTTP methods. In modern cloud-native systems, REST remains
    the default protocol for open public APIs, though internal service-to-service
    communication often shifts to gRPC for performance reasons.
  language: Node.js
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - API Architectures
  - REST
  - Introduction
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'geeksforgeeks.org: REST API (Introduction)'
  addition_method: manual
  v2_locations:
  - api.md
https://www.geeksforgeeks.org/rest-api-architectural-constraints:
  addition_method: manual
  content_hash: 693f22cbf2af95f51337762b57e6aa132296a556619ac1a209f1ff8750d65153
  description: ''
  health_score: 100.0
  last_checked: 1779030422.908078
  stars: 0
  status: online
  title: 'geeksforgeeks.org: REST API Architectural Constraints'
  v1_locations:
  - docs/api.md
  year: N/A
https://www.geeksforgeeks.org/rest-api-introduction:
  addition_method: manual
  content_hash: 6805bc707d4b8e075a012e3114318398db69b1d8210131b048395e544036adc2
  description: ''
  health_score: 100.0
  last_checked: 1779034238.332532
  stars: 0
  status: online
  title: 'geeksforgeeks.org: REST API (Introduction)'
  v1_locations:
  - docs/api.md
  year: N/A
https://www.geeksforgeeks.org/springboot/best-way-to-master-spring-boot-a-complete-roadmap:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A structured developer training roadmap designed to guide programmers
    from core IoC and dependency injection concepts through web, security, data integrations,
    and advanced containerized deployment strategies in Spring Boot.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Spring Ecosystem
  - Core Platform
  - Developer Education
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'geeksforgeeks.org: Best way to master spring boot , a complete roadmap'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.geeksforgeeks.org/sql/best-practices-for-sql-query-optimizations:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Architectural guide outlining core strategies for relational query optimization.
    Highlights planning optimization via EXPLAIN plans, index selection logic, partition
    tuning, and the avoidance of common performance-draining database queries.
  language: SQL
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Databases
  - SQL Optimization
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'geeksforgeeks.org: Best Practices for SQL Query Optimization'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.geeksforgeeks.org/top-10-advance-python-concepts-that-you-must-know:
  addition_method: manual
  content_hash: 2b14c90c45b47a1822db14c7b1ad0d4d47042df543cf22831c5a1561a0b2e2d6
  description: ''
  health_score: 100.0
  last_checked: 1779033385.475178
  stars: 0
  status: online
  title: 'geeksforgeeks.org: Top 10 Advance Python Concepts That You Must Know'
  v1_locations:
  - docs/python.md
  year: N/A
https://www.geeksforgeeks.org/websites-apps/difference-between-rest-api-and-soap-api:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: Contrasts REST and SOAP web service architectures. Details the modern
    dominance of REST's lightweight JSON design over the strict XML parsing requirements
    of enterprise SOAP APIs.
  language: Agnostic
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - API Architectures
  - Patterns
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'geeksforgeeks.org: Difference between REST API and SOAP API'
  addition_method: manual
  v2_locations:
  - api.md
https://www.geminixprize.com:
  addition_method: automatic
  ai_summary: '**Curator Insight:** The Gemini XPRIZE presents a structured, high-incentive
    playground designed to accelerate the evolution of agentic workflows and multi-modal
    AI architectures in production environments.

    **Live Grounding:** Launched at Google I/O 2026, this $2M collaborative challenge
    pushes developers to construct viable, scalable enterprise businesses leveraging
    Gemini''s long-context capabilities.

    *   **Engineering Impact:** Highlights practical patterns in multi-agent orchestration,
    context-window optimization, and high-throughput vector storage.

    *   **Key Highlights:** Encourages the exploration of real-world business models
    backed by robust API integrations and enterprise-grade model scaling.'
  category: ai-agents-mcp
  complexity: beginner
  content_hash: 4c0d7d9a9e13560149920c0020d6598d22f83c7040cf17c361e1b4a1c1bfbc91
  description: A $2M competition challenge presented by XPRIZE and Google, launching
    at Google I/O on May 19, 2026, targeting developers building real AI businesses
    in 90 days.
  hierarchy:
  - Artificial Intelligence
  - AI Challenges
  - Gemini Ecosystem
  is_microservice: false
  language: en
  last_checked: 1780352272.994028
  reputation_status: Vetted
  reputation_summary: Highly vetted. Fully backed by XPRIZE and Google, representing
    a major public engineering initiative.
  resource_type: site
  social_preview_url: https://www.geminixprize.com/assets/og-image-v3.png
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  title: Build With Gemini XPRIZE
  year: '2026'
https://www.genbeta.com/a-fondo/cinco-repositorios-github-buenos-que-imprescindibles-estas-aprendiendo-te-dedicas-a-programar:
  addition_method: manual
  content_hash: c1e1a1f92a3c75f346fba473aef314117ae3f69227d27611cc7ae3d97775366c
  description: ''
  health_score: 100.0
  last_checked: 1779032900.592523
  stars: 0
  status: online
  title: 'genbeta.com/a-fondo: Cinco repositorios de GitHub tan buenos que son imprescindibles''
    si estás aprendiendo o te dedicas a programar'
  v1_locations:
  - docs/introduction.md
  year: N/A
? https://www.genbeta.com/a-fondo/dar-flexibilidad-obligar-a-desconexion-teletrabajo-claves-para-mejorar-productividad-tu-equipo-trabajo
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight explores remote burnout stemming from the erosion of
    personal-professional boundaries. Live Grounding confirms that setting strict
    digital disconnection protocols, async standups, and structured tooling (Slack/Teams
    limits) are crucial for sustaining long-term remote team velocity.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Organizational Culture
  - Remote Work
  - Mental Well-being
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: El teletrabajo lleva a la gente a pasar más tiempo conectada
    y trabajando. Un experto da claves para evitar el agotamiento'
  addition_method: manual
  v2_locations:
  - remote-tech-jobs.md
https://www.genbeta.com/a-fondo/era-inteligencia-artificial-microsoft-nuevo-google:
  addition_method: manual
  ai_summary: Analiza la evolución de Microsoft como líder de la revolución de IA
    generativa a través de su alianza con OpenAI, contrastándolo con la postura reactiva
    de Google ante los modelos de lenguaje transformadores. [SPANISH CONTENT]
  complexity: Beginner
  content_hash: b4f1b378d2eaf79c0d52c026c63cfc97868b9db58eff5feedf3daa42a2854c5f
  description: ''
  health_score: 100.0
  hierarchy:
  - Market Analysis
  - Artificial Intelligence
  - Industry Dynamics
  is_microservice: false
  language: Spanish
  last_checked: 1779033335.952648
  needs_ai_refresh: true
  resource_type: Analysis
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'genbeta.com: En la era de la inteligencia artificial, Microsoft es el nuevo''
    Google'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
? https://www.genbeta.com/a-fondo/este-ex-ceo-explica-que-hay-demasiados-empleados-empresas-contratas-a-alguien-primero-que-quiere-contratar
: addition_method: manual
  content_hash: 584582da99a15705dbe522ecc0dceaab999b14f94d281ad2cd2b685d178436f8
  description: ''
  health_score: 100.0
  last_checked: 1779030529.167053
  stars: 0
  status: online
  title: 'genbeta.com: Un ex-CEO, sobre el origen de tener gente que ni hace falta''
    en las empresas: “Contratas a alguien, y lo primero que hace es contratar'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://www.genbeta.com/a-fondo/ocho-canales-youtube-para-aprender-python-cero-nivel-experto:
  addition_method: manual
  content_hash: 876c7672c95078ca9a79e5ec73b830eec4b6bdbfa2740a37b68dc78bf3d989cc
  description: ''
  health_score: 100.0
  last_checked: 1779031910.590174
  stars: 0
  status: online
  title: 'genbeta.com: Ocho canales de YouTube para aprender Python desde cero hasta''
    nivel experto'
  v1_locations:
  - docs/python.md
  year: N/A
https://www.genbeta.com/a-fondo/ocho-canales-youtube-para-aprender-python-cero-nivel-experto-1:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Spanish-language curation detailing pedagogical pathways for mastering
    the Python language ecosystem. Maps highly rated video resources for a variety
    of developer paths, ranging from core procedural logic to advanced concurrent
    designs.
  language: Spanish
  resource_type: Curation
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python
  - Educational Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: Ocho canales de YouTube para aprender Python desde cero hasta
    nivel experto'
  addition_method: manual
  v2_locations:
  - python.md
? https://www.genbeta.com/actualidad/ex-ceo-origen-tener-gente-que-hace-falta-empresas-contratas-a-alguien-primero-que-hace-contratar-1
: description: ''
  year: '2023'
  stars: 4
  ai_summary: Investigates the organizational phenomena of manager empire-building,
    where expanding headcounts is falsely correlated with corporate power and strategic
    progress. Explains how this dynamic leads to over-engineered organizational structures
    and excessive communication overhead, contrasting it with lean, autonomous platform
    engineering practices.
  language: es
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Engineering Leadership
  - Organizational Scaling
  - Big Tech Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'genbeta.com: Un ex-CEO, sobre el origen de tener gente que ni hace falta
    en las empresas: “Contratas a alguien, y lo primero que hace es contratar"'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
? https://www.genbeta.com/actualidad/internet-esta-llamas-cloudflare-ha-detectado-24-600-ataques-minuto-que-explotaban-vulnerabilidad-log4shell
: description: ''
  year: '2021'
  stars: 0
  ai_summary: This Spanish-language technical article details the rapid surge in exploit
    attempts tracked by Cloudflare during the initial Log4Shell disclosures. It analyzes
    the immediate threat vectors used by attackers and outlines the role of edge WAF
    configurations in defending applications. It highlights the importance of fast,
    automated mitigations.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Vulnerabilities
  - Spanish Technical Advisory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: "Internet está en llamas": Cloudflare ha detectado más de 24.600
    ataques por minuto que explotaban la vulnerabilidad Log4Shell'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.genbeta.com/actualidad/python-se-convierte-lista-tiobe-lenguaje-popular-red-superando-incluso-a-c:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Article in Spanish covering Python's rise to the number one spot on
    the TIOBE Index. Discusses trends across data science, web development, and educational
    adoption driving Python's ecosystem dominance.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Ecosystem
  - Market Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: Python se convierte en el lenguaje de programación más popular
    según el índice TIOBE: adiós al largo reinado de C'
  addition_method: manual
  v2_locations:
  - python.md
? https://www.genbeta.com/actualidad/red-hat-enterprise-linux-lanza-version-a-costo-para-llegar-a-publico-sectores-investigacion-academico
: description: ''
  year: '2021'
  stars: 2
  ai_summary: Spanish language report analyzing Red Hat's low-cost RHEL licensing
    targeting research facilities, academic bodies, and testing environments, aimed
    at retaining institutional loyalty post-CentOS shift.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Operating Systems
  - Linux Distributions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: Red Hat Enterprise Linux lanza una versión a bajo costo para
    llegar a más público de sectores de investigación y académico'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.genbeta.com/actualidad/reuniones-trabajo-nos-agotan-videollamada-se-sabe-que-pasa-se-eliminan-usamos-chats:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes the psychological and operational impact of video-conferencing
    fatigue in software engineering teams. Documents the benefits of replacing real-time
    sync calls with asynchronous chat platforms, collaborative document pipelines,
    and clear ticket comments, highlighting the improvement in deep focus and deployment
    rates.
  language: es
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Developer Productivity
  - Asynchronous Collaboration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'genbeta.com: Las reuniones laborales por videollamada nos agotan: esto es
    lo que pasa si se eliminan y cambian por chats'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
? https://www.genbeta.com/actualidad/twitter-quiere-contratar-a-ingenieros-microsoft-asi-prueba-que-les-hacen-pasar-antes-nada-incluso-a-senior
: description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Chronicles hiring strategies and rigorous tests applied
    to senior engineers during corporate restructuring events. Live Grounding: Explores
    real-world technical screening processes, demonstrating how architectural competency
    and system design are prioritized during high-profile corporate restructuring
    events.'
  language: es
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Professional Practice
  - Recruiting
  - Hiring Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: Twitter quiere contratar a ingenieros de Microsoft: así es
    la prueba que les hacen pasar antes de nada, incluso a los senior'
  addition_method: manual
  v2_locations:
  - recruitment.md
? https://www.genbeta.com/desarrollo/32-000-desarrolladores-responden-plataformas-lenguajes-programacion-javascript-aws-github-windows-usados
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents empirical results from a comprehensive survey of 32,000 developers
    mapping out global development trends. Synthesizes adoption patterns for languages,
    cloud environments, and operating systems, detailing the persistent dominance
    of JavaScript, AWS, and Windows platforms in the enterprise ecosystem.
  language: Spanish
  resource_type: Report
  complexity: Beginner
  hierarchy:
  - Industry Insights
  - Surveys
  - Developer Ecosystem
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: 32.000 desarrolladores responden sobre plataformas y lenguajes
    de programación: JavaScript, AWS, GitHub y Windows, los más usados'
  addition_method: manual
  v2_locations:
  - developerportals.md
? https://www.genbeta.com/desarrollo/amazon-lanza-codewhisperer-su-propia-alternativa-a-github-copilot-que-no-insertara-codigo-licenciado-avisar
: description: ''
  year: '2022'
  stars: 0
  ai_summary: A Spanish Genbeta article introducing Amazon CodeWhisperer as AWS's
    direct competitor to GitHub Copilot, emphasizing its unique compliance filters
    to avoid licensing violations. While historically accurate regarding CodeWhisperer's
    initial launch features, the service has since evolved into Amazon Q Developer,
    with a broader security and multi-file architecture focus.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Developer Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: Amazon lanza CodeWhisperer, su propia alternativa a GitHub
    Copilot… que no insertará código ya licenciado sin avisar'
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
? https://www.genbeta.com/desarrollo/ciberseguridad-llamas-presion-actual-grande-que-mitad-expertos-sufren-ansiedad-quieren-renunciar
: description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Exposes the psychological pressure and anxiety levels
    prompting cybersecurity experts to consider resigning. Live Grounding: Highlights
    how the relentless pace of zero-day exploits, legacy technical debt, and continuous
    delivery pipelines have elevated mental health issues into a critical operational
    security risk.'
  language: es
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Professional Practice
  - Security
  - Developer Wellness
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'genbeta.com: Ciberseguridad en llamas: la presión actual es tan grande que
    la mitad de los expertos sufren ansiedad y quieren dimitir'
  addition_method: manual
  v2_locations:
  - recruitment.md
? https://www.genbeta.com/desarrollo/cinco-repositorios-github-buenos-que-imprescindibles-estas-aprendiendo-te-dedicas-a-programar-1
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Recopila cinco repositorios de GitHub esenciales para el aprendizaje
    continuo de programación. Incluye recursos interactivos sobre algoritmos, patrones
    de diseño, hojas de ruta de desarrollo y arquitecturas de sistemas.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Methodology
  - Development
  - Learning Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com/a-fondo: Cinco repositorios de GitHub tan buenos que son imprescindibles
    si estás aprendiendo o te dedicas a programar'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.genbeta.com/desarrollo/hace-20-anos-este-correo-jeff-bezos-amazon-cambio-para-siempre-forma-que-programamos-apps:
  addition_method: manual
  content_hash: 12c2d90b01a5fea9c72da42a8eca4141f77661e27719b14febda1ffee255474f
  description: ''
  health_score: 100.0
  last_checked: 1779030605.059422
  stars: 0
  status: online
  title: 'genbeta.com: Hace 20 años, este correo de Jeff Bezos en Amazon cambió para''
    siempre la forma en que programamos apps'
  v1_locations:
  - docs/api.md
  year: N/A
https://www.genbeta.com/desarrollo/hace-22-anos-este-correo-jeff-bezos-amazon-cambio-para-siempre-forma-que-programamos-apps:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Retells the legendary 2002 internal email mandate from Jeff Bezos which
    laid the operational foundations for modern AWS and microservices architectures.
    The mandate forced all internal teams to communicate solely via modular, service-oriented
    interfaces (APIs) under penalty of termination, completely outlawing direct database
    reads or shared-memory shortcuts. This structural shift proved that strict interface
    contracts are essential for massive scale and organizational independence.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - Strategic Governance
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'genbeta.com: Hace 20 años, este correo de Jeff Bezos en Amazon cambió para
    siempre la forma en que programamos apps'
  addition_method: manual
  v2_locations:
  - api.md
? https://www.genbeta.com/desarrollo/hay-organizaciones-pro-software-libre-abandonando-github-su-uso-comercial-proyectos-open-source-copilot
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines the open-source community backlash and subsequent project migrations
    away from GitHub due to the commercial ingestion of copyleft-licensed codebases
    for training Copilot. Outlines the ethical and legal complexities of automated
    code reuse.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Legal & Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: Ya hay organizaciones pro-software libre abandonando GitHub
    por su uso comercial de proyectos open source en Copilot'
  addition_method: manual
  v2_locations:
  - git.md
https://www.genbeta.com/desarrollo/mitad-programadores-tienen-titulos-universitarios-cada-vez-desarrolladores-aprenden-su-cuenta:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Reports that less than half of contemporary developers
    hold formal university degrees, reflecting a shift toward self-teaching. Live
    Grounding: Confirms that non-traditional education pathways dominate the developer
    ecosystem, demanding that enterprise hiring pipelines adapt to validate practical
    systems design over theoretical credentials.'
  language: es
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Professional Practice
  - Education
  - Alternative Pathways
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: Menos de la mitad de los programadores tienen títulos universitarios.
    Cada vez más desarrolladores aprenden por su cuenta'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.genbeta.com/desarrollo/plastic-scm-mergebot-automatizando-tu-pipeline-desarrollo:
  description: ''
  year: '2018'
  stars: 2
  ai_summary: A Spanish-language technical review explaining the automation capabilities
    of Plastic SCM Mergebot. It breaks down how the tool coordinates tests, manages
    branches, and handles auto-merges within the broader development pipeline.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Distributed VCS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: Plastic SCM Mergebot: automatizando tu pipeline de desarrollo'
  addition_method: manual
  v2_locations:
  - git.md
https://www.genbeta.com/desarrollo/software-coches-mercedes-contiene-codigo-abierto-vez-distribuirlo-github-usan-cd:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Discusses a compliance and distribution anomaly where Mercedes-Benz
    distributed open-source software license obligations to users via physical CDs
    rather than modern online hosting platforms like GitHub. It highlights the complex
    legal compliance landscape of embedded software in legacy automotive supply chains
    and the slow adaptation of hardware-centric legal teams to modern developer operations.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - System Architecture
  - Open Source Software
  - Compliance & Logistics
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'genbeta.com: El software de los coches de Mercedes contiene código abierto
    y en vez de distribuirlo en GitHub usan un CD'
  addition_method: manual
  v2_locations:
  - customer.md
https://www.genbeta.com/desarrollo/visual-studio-code-cuenta-version-web-que-te-permite-mantener-tus-proyectos-tu-disco-duro:
  addition_method: manual
  content_hash: 46b57f34b19da8453aa3411d82ec47cd3145ce5d9f30524b7c3e9cc03b7a85cc
  description: ''
  health_score: 100.0
  last_checked: 1779030553.982407
  needs_ai_refresh: true
  stars: 0
  title: 'genbeta.com: Visual Studio Code ya cuenta con una versión web (que te permite''
    mantener tus proyectos en tu disco duro)'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
? https://www.genbeta.com/herramientas/busybox-ejecutable-que-agrupa-casi-200-utilidades-gnu-linea-comandos-que-puedes-usar-tambien-windows-android
: description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive technical overview of BusyBox, detailing its architecture
    and utility compilation strategy. Explores how it delivers complete, lightweight
    POSIX environments on Android, recovery disks, and container deployments.
  language: C
  resource_type: Technical Analysis
  complexity: Intermediate
  hierarchy:
  - Linux
  - Containerization
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: BusyBox, el ejecutable que agrupa casi 200 utilidades Unix
    de línea de comandos (y que puedes usar también en Windows o Android)'
  addition_method: manual
  v2_locations:
  - linux.md
? https://www.genbeta.com/web/siete-webs-explicadas-a-fondo-donde-encontrar-trabajo-freelance-autonomo-te-niegas-a-volver-a-oficina
: description: ''
  year: '2021'
  stars: 0
  ai_summary: In-depth technical guide outlining seven crucial websites for discovering
    remote contracting and freelancing opportunities in Europe. It analyzes platform
    monetization strategies, vetting procedures, and payout structures, helping remote
    workers build reliable business strategies without office commutes.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Careers
  - Freelancing
  - Spanish Market
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'genbeta.com: Siete webs (explicadas a fondo) donde encontrar trabajo freelance
    o autónomo por si te niegas a volver a la oficina'
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.gentlydownthe.stream:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An interactive, visually driven learning portal that uses storyboards
    to simplify core concepts of distributed message queues, logs, and stateful streams.
    Ideal for introducing incoming system architects to structural event-driven topologies.
  language: English
  resource_type: Interactive Site
  complexity: Beginner
  hierarchy:
  - Event-Driven Systems
  - Concepts
  - Visual Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: gentlydownthe.stream
  addition_method: manual
  v2_locations:
  - message-queue.md
? https://www.gestoresderiesgo.com/colaboradores/prohibicion-de-utilizar-programas-informaticos-que-permitan-llevar-una-doble-contabilidad-empresarial
: addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031186.523679
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/freelancing.md
  v2_locations:
  - freelancing.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.gestoresderiesgo.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.getambassador.io/blog/kubernetes-labels-vs-annotations:
  addition_method: manual
  content_hash: 58ebedccfbb19f2d3b13281440b513e61047c409d5f0e90eb4a68dbdc3264431
  description: ''
  health_score: 100.0
  last_checked: 1779030430.194914
  stars: 0
  status: online
  title: 'getambassador.io: Kubernetes Annotations and Labels: What’s the Difference?'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.getambassador.io/resources/getting-started-with-kubernetes-for-javascript-developers:
  addition_method: manual
  content_hash: 58ebedccfbb19f2d3b13281440b513e61047c409d5f0e90eb4a68dbdc3264431
  description: ''
  health_score: 100.0
  last_checked: 1779032884.478947
  stars: 0
  status: online
  title: 'getambassador.io: Getting Started with Kubernetes for JavaScript Developers'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.getcortexapp.com/post/a-guide-to-the-best-sre-tools:
  addition_method: manual
  content_hash: 1cb93a654ced3892a1363b887c70157db011daac7bd50dd142971b5e7eed797d
  description: ''
  health_score: 100.0
  last_checked: 1779030529.724294
  stars: 0
  status: online
  title: 'getcortexapp.com: A guide to the best SRE tools'
  v1_locations:
  - docs/sre.md
  year: N/A
https://www.getcortexapp.com/post/why-you-need-a-microservices-catalog-tool:
  addition_method: manual
  content_hash: bc2338baeb9fdb728c64791e77e0550790c53cc0b53db5c6a2d894775989dcc1
  description: ''
  health_score: 100.0
  last_checked: 1779031529.316853
  stars: 0
  status: online
  title: 'getcortexapp.com: Why You Need a Microservices Catalog Tool'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.getenvoy.io:
  addition_method: manual
  content_hash: caa5f3508196b5e47a624693b80620a226bd14d0537764a9a42164fd89fe7ec8
  description: ''
  health_score: 100.0
  last_checked: 1779029378.184732
  stars: 0
  status: online
  title: getenvoy.io
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.getmatter.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A modern, curated read-it-later application optimized for newsletters,
    tech blogs, and long-form publications. It delivers an elegant reading UI with
    integrated text-to-speech rendering and direct syncing integrations into personal
    databases.
  language: Agnostic
  resource_type: SaaS Tool
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Personal Productivity
  - Knowledge Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Matter
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://www.getport.io:
  addition_method: manual
  content_hash: 747e86f8f03f548b73f9a871e2c07580b33d7103fb02486474cc4d09060a26e2
  description: ''
  health_score: 100.0
  last_checked: 1779031533.736697
  stars: 0
  status: online
  title: Port
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.getpostman.com:
  addition_method: manual
  content_hash: 491939ab5da74afe6783597ef9061c23b4b649fe5844c2af8648c2c0356f3383
  description: ''
  health_score: 100.0
  last_checked: 1779031393.156986
  stars: 0
  status: online
  title: getpostman.com
  v1_locations:
  - docs/postman.md
  year: N/A
https://www.getxray.app/blog/7-benefits-of-using-a-test-management-app-vs.-excel:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Professional assessment advocating for native Jira-integrated test management
    platforms like Xray instead of manual tracking via Excel spreadsheets, detailing
    benefits in traceability, execution, and agility.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Testing
  - Test Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'getxray.app: 7 benefits of using a Test Management App vs. Excel'
  addition_method: manual
  v2_locations:
  - qa.md
https://www.getxray.app/blog/get-started-with-devops-principles-best-practices-and-tips:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides a comprehensive architectural introduction aligning development
    teams with SRE standards. Outlines system automation patterns, quality verification
    gates, pipeline telemetry, and distributed source control practices.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps Methodology
  - Foundational Principles
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'getxray.app: Get started with DevOps: principles, best practices and tips'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.getxray.app/blog/the-top-5-software-testing-trends-of-2022:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines trends in QA automation, highlighting the adoption of QA-as-code
    patterns, automated visual tools, and Jira integration to coordinate agile deployment
    workflows.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Industry Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'getxray.app: The top 5 software testing trends of 2022'
  addition_method: manual
  v2_locations:
  - qa.md
https://www.giantflyingsaucer.com/blog/?p=5730:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031399.074655
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.giantflyingsaucer.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.giantswarm.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Giant Swarm is an enterprise-tier fully managed Kubernetes platform
    that emphasizes cluster lifecycle management across multi-cloud environments (AWS,
    Azure) and bare-metal setups. Known for utilizing the Cluster API (CAPI) pattern
    to automate cluster lifecycle management natively. (Live Grounding: Solidly positioned
    as a premium provider of GitOps-driven, multi-tenant container orchestration architectures
    in 2026).'
  language: Go
  resource_type: Platform Website
  complexity: Advanced
  hierarchy:
  - Container Platforms
  - Enterprise Platforms
  - Managed Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Giant Swarm
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.giantswarm.io/blog/turtles-all-the-way-down-are-still-just-turtles-giant-swarm:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'An in-depth post detailing Giant Swarm''s operational adoption of Cluster
    API (CAPI) for provisioning ''clusters within clusters.'' It breaks down the philosophical
    and technical paradigms of declarative multi-cluster orchestration where management
    planes treat tenant clusters as Kubernetes resources. (Live Grounding: Illustrates
    the robust shift away from legacy custom provisioning scripts toward cloud-native
    standard CAPI specifications).'
  language: Go/YAML
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Container Platforms
  - Enterprise Platforms
  - Cluster API
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'giantswarm.io:'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.giffgaff.io/tech/resizing-statefulset-persistent-volumes-with-zero-downtime:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032254.691636
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "giffgaff.io: Resizing StatefulSet Persistent Volumes with zero downtime'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering giffgaff.io:
    Resizing StatefulSet Persistent Volumes with zero downtime' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.giffgaff.io/tech/using-istio-with-nginx-ingress:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030390.64942
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'giffgaff.io: Using Istio with Nginx ingress'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering giffgaff.io:
    Using Istio with Nginx ingress in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.git-tower.com/blog/git-cheat-sheet:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: Designed by Tower developers, this reference targets
    common merge conflict resolution workflows and advanced branch tracking. Live
    Grounding: Useful for clarifying command flags like git checkout --ours vs --theirs,
    especially when refactoring legacy codebases.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Development
  - Version Control
  - Git
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'git-tower.com: Git cheat sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.gitbook.com:
  description: '- [Example](https://app.gitbook.com/o/-LbOdudvkdYwKCQYAHS8/s/RrlyoCHlF8LNFTvw74mT)'
  year: '2026'
  stars: 0
  ai_summary: The main portal for GitBook, a cloud SaaS platform designed for high-performance
    team knowledge bases and collaborative API hubs. Bridges the gap between git-based
    developers and non-technical document writers with live bi-directional sync tools.
  language: English
  resource_type: SaaS Platform
  complexity: Beginner
  hierarchy:
  - Documentation & Workflow
  - SaaS Portals
  - GitBook
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: gitbook.com
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://www.githubstatus.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Real-time operational status and service availability metrics portal
    for GitHub's ecosystem. Vital for platform engineers and SRE teams to identify
    global outages or API service degradations impacting CI/CD runners.
  language: None
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Infrastructure Status
  - GitHub Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "githubstatus.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.githubstatus.com/uptime:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Public availability dashboard tracing historic up-times and localized
    service degradations across GitHub's critical operations including Git operations,
    GitHub Actions, and Packages.
  language: None
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Developer Platforms
  - Infrastructure Status
  - GitHub Operations
  - Uptime Metrics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "githubstatus.com/uptime \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.gitkraken.com:
  description: "- [GitKraken Git Cheat](https://www.gitkraken.com/pdfs/gitkraken-git-gui-cheat-sheet)\n
    \   - [youtube: GitKraken Tutorials and Tips](https://www.youtube.com/watch?v=gjtXTm_TvvE&list=PLe6EXFvnTV78WqGmGSq8JPnafR3lAa55n)"
  year: '2024'
  stars: 0
  ai_summary: A feature-rich desktop client focusing on graphical representation of
    interactive branch graphs. Highlights merge tools and deep integrations with cloud-native
    hosting providers, greatly simplifying complex repository actions for development
    teams.
  language: English
  resource_type: Product
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Desktop Git Clients
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: gitkraken.com
  addition_method: manual
  v2_locations:
  - git.md
https://www.gitkraken.com/learn/git/branch:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Covers the mechanics of branch creation, checkout, tracking, and upstream
    mapping. Demonstrates visual UI methods alongside CLI tools to help developers
    grasp complex multi-branch environments and avoid merge conflicts.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - Branch Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "gitkraken.com: Branching in Git \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.gitkraken.com/learn/git/problems/rename-git-branch:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details the mechanics of renaming local and remote Git branches using
    command-line methods. Focuses on resolving modern upstream tracking synchronization
    tasks using options like 'git branch -m' alongside corresponding remote pushes
    to purge outdated branches safely.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Version Control
  - Git Core
  - Branch Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'gitkraken.com: How do you rename a Git branch?'
  addition_method: manual
  v2_locations:
  - git.md
https://www.gitkraken.com/learn/git/tutorials:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A comprehensive directory of instructional video tutorials exploring
    GitKraken's GUI engine. Demystifies visual representation of complex Git histories,
    interactive rebasing, multi-profile credential coordination, and conflict-resolution
    workflows.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - GUI Tools
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "gitkraken.com: Git Tutorials: Instructional Training Videos \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.gitkraken.com/pdfs/gitkraken-git-gui-cheat-sheet:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: 'Curator Insight: Cheat sheet detailing key operations in the GitKraken
    desktop visual client. Live Grounding: Provides graphical shortcuts and visual
    maps for resolving rebase graphs, managing multi-remote connections, and executing
    conflict resolutions within complex structures.'
  language: PDF
  resource_type: Client Reference
  complexity: Beginner-Intermediate
  hierarchy:
  - Development
  - Version Control
  - Git Clients
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: GitKraken Git Cheat
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.gitkraken.com/reports/devops-report-2020:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A retrospective statistical report analyzing tool adoption patterns
    across Git, CI/CD pipelines, and containerization platforms in 2020. This serves
    as a vital historical baseline for analyzing the progression of modern developer
    workflows and tool consolidation trends.
  language: English
  resource_type: Report
  complexity: Intermediate
  hierarchy:
  - DevOps & Platform Engineering
  - Industry Reports
  - Tooling Landscape
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "gitkraken.com: DevOps Tools Report 2020 \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://www.gitkraken.com/resources/devops-report-2020:
  addition_method: manual
  content_hash: 9e066361e24ddd1b7f09276276108c2c371d9102598cc369767ff996604002b7
  description: ''
  health_score: 100.0
  last_checked: 1779031142.925719
  stars: 0
  status: online
  title: "gitkraken.com: DevOps Tools Report 2020 \U0001F31F"
  v1_locations:
  - docs/devops-tools.md
  year: N/A
https://www.gitkraken.com/resources/gitkraken-cheat-sheet:
  addition_method: manual
  content_hash: 5f95452ee52b7aecb26ac0ba29a751ee05de2c077c5f18b5a28e6cb4250df35b
  description: ''
  health_score: 100.0
  last_checked: 1779029070.393352
  stars: 0
  status: online
  title: GitKraken Git Cheat
  v1_locations:
  - docs/cheatsheets.md
  - docs/git.md
  year: N/A
https://www.gitops.tech:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The quintessential reference guide defining GitOps methodology. Underlines
    the push/pull dynamics of reconciliation engines (such as Argo CD and Flux) and
    explains how declarative state representations ensure continuous delivery and
    reliable disaster recovery scenarios.
  language: English
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - GitOps
  - Introduction
  - Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "gitops.tech: What is GitOps? \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.gitpod.io:
  addition_method: manual
  content_hash: 8ddd7fba1b3a2f333b7c04f86c8cfbd9096daaa3f855fcb62f483f94d573c023
  description: ''
  health_score: 100.0
  last_checked: 1779031645.636306
  stars: 0
  status: online
  title: "==gitpod.io== \U0001F31F\U0001F31F"
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://www.gitpod.io/blog/openvscode-server-launch:
  addition_method: manual
  content_hash: 2affb6ae02e6cd83f62144947198e5ae5835049ef0591f85c43e8066900331d3
  description: ''
  health_score: 100.0
  last_checked: 1779033428.935199
  stars: 0
  status: online
  title: 'gitpod.io: VS Code in the browser for everyone'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://www.gluster.org:
  addition_method: manual
  content_hash: 15f934e6ba79ec5af3568b496071e6b37eb15cd1cf1a2f4e8b59f9c92fd2eece
  health_score: 100.0
  last_checked: 1779031983.128533
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-storage.md
  - docs/ocp4.md
https://www.gnu.org/software/parallel:
  description: ''
  year: '2011'
  stars: 5
  ai_summary: GNU Parallel is a high-performance command-line tool designed for executing
    jobs in parallel across multi-core processors. It acts as an optimization engine
    for streaming processing pipelines. Live Grounding establishes its foundational
    role in mass data transformation, performance analysis, and high-density shell
    workloads.
  language: Perl
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - System Utilities
  - Concurrency
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: gnu.org/software/parallel
  addition_method: manual
  v2_locations:
  - linux.md
https://www.gocd.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An enterprise-grade continuous delivery tool specializing in complex
    workflow modeling and Value Stream Map (VSM) visibility. Despite its strong capability
    to map multi-stage pipeline dependencies, it has largely been superseded by modern
    GitOps-centric, declarative cloud-native platforms.
  language: Java
  resource_type: Tool
  complexity: High
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Pipeline Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: GoCD
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.goglides.dev/bkpandey/headless-services-in-kubernetes-what-why-and-how-39fl:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029597.354476
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'goglides.dev: Headless services in Kubernetes Vs Regular Service: What,''
    Why, and How?'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering goglides.dev:
    Headless services in Kubernetes Vs Regular Service: What,'' Why, and How? in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.google.com/share.google?q=rRH2WBGGgW1LON3N1:
  addition_method: manual
  content_hash: 2be1dd40345dbfc023621da44e150f570d5cdda17cfa90745744f0a8a6a1352e
  description: ''
  health_score: 100.0
  last_checked: 1779031642.383483
  stars: 0
  title: Think Python
  v1_locations:
  - docs/chatgpt.md
  - docs/python.md
  year: N/A
? https://www.googlecloudpresscorner.com/2026-05-28-Workday-and-Google-Cloud-Expand-Strategic-Partnership-to-Bring-AI-Agents-for-HR-and-Finance-Into-Employees-Daily-Workflows&linkId=62100369
: addition_method: automatic
  ai_summary: Google Cloud and Workday expand their partnership to integrate the Workday
    Sana self-service agent natively with Gemini Enterprise. Key technical highlights
    include multi-agent orchestration directly inside workspace applications and zero-copy
    access to unified HR and finance data between Workday Data Cloud and Google BigQuery.
  category: uncategorized
  complexity: Intermediate
  content_hash: 99f3ee61efd4606d4a23dec4ae2d56424b08a4fdc483e8a22ab3e5d8802b1a51
  description: Google Cloud and Workday team up to deploy the stateful Workday Sana
    agent inside Gemini Enterprise with zero-copy BigQuery storage integration.
  hierarchy:
  - Cloud Providers
  - Google Cloud Platform
  - Enterprise Integrations
  - AI Agents
  is_microservice: false
  language: en
  last_checked: 1780352849.031833
  reputation_status: Vetted
  reputation_summary: A major enterprise milestone showing multi-agent integration
    at scale with zero-copy analytics bridging across multiple data clouds.
  resource_type: Press Release
  social_preview_url: ''
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: enterprise-ai
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[CASE STUDY]'
  title: Workday and Google Cloud Expand Strategic Partnership to Bring AI Agents
    for HR and Finance Into Employees' Daily Workflows
  year: '2026'
https://www.granted.dev:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031510.44494
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: granted.dev
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering granted.dev
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.greycampus.com:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes project management frameworks with a focus on contrasting agile
    methodologies against traditional waterfall planning. Delineates how Scrum and
    Kanban optimize resource allocation and limit work-in-progress to handle volatile
    development environments.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Agile Methodologies
  - Process Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'greycampus.com: What''s the Difference? Agile vs Scrum vs Waterfall vs Kanban'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.greycampus.com/blog/agile-and-scrum/agile-vs-scrum-vs-waterfall-vs-kanban:
  addition_method: manual
  content_hash: 4ab90b60d86cfeeb89cb3cc05d2bb2d585088b680a7397b90ff53f12340e349d
  description: ''
  health_score: 100.0
  last_checked: 1779031061.191125
  stars: 0
  status: online
  title: 'greycampus.com: What''s the Difference? Agile vs Scrum vs Waterfall vs Kanban'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://www.greycampus.com/blog/agile-management/agile-vs-scrum-vs-waterfall-vs-kanban:
  addition_method: manual
  content_hash: 1fa4601e3677846c2299d951dfd9ed477b2d670bf79ad6dfeba75e437a8825cb
  health_score: 64.0
  last_checked: 1779130495.015914
  v1_locations:
  - docs/project-management-methodology.md
https://www.groundcover.com/blog/ci-cd-kubernetes:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: Examines the shift to Kubernetes-native continuous delivery models.
    Compares Tekton and declarative GitOps runtimes like Argo CD and Flux to highlight
    the safety benefits of in-cluster loops.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Engineering
  - Kubernetes
  - Cloud Native
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "groundcover.com: Cloud-native CI/CD? Yeah, that’s a thing \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.groundcover.com/blog/k8s-container-events:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Kubernetes events are transient cluster logs that provide critical context
    for system state changes and errors, but their short lifespan makes persistent
    logging essential. This article analyzes strategies for collecting, storing, and
    visualizing container events to catch intermittent failures. Utilizing event streaming
    helps platform engineers build early-warning systems before issues escalate to
    outages.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Observability
  - Events
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'groundcover.com: Failure Is an Option: How to Stay on Top of K8s Container
    Events'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.gruntwork.io:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: Gruntwork provides thoroughly tested, enterprise-grade Infrastructure-as-Code
    modules that establish robust standards for cloud platforms. Covering critical
    elements like secure networks, IAM, and orchestrators, it reduces custom development
    time. Gruntwork serves as a benchmark for platform architects designing reliable
    cloud strategies.
  language: Go
  resource_type: Commercial Platform
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Enterprise Platforms
  - Managed IaC Library
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: gruntwork.io
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.gruntwork.io/blog/a-comprehensive-guide-to-managing-secrets-in-your-terraform-code:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The definitive Gruntwork handbook on secrets management within Terraform
    deployments. Details strategies for dynamic secret retrieval via external stores
    (such as HashiCorp Vault, AWS Secrets Manager, or GCP Secret Manager) while avoiding
    hardcoded variable configurations and leaking credentials in build logs.
  language: HCL
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "blog.gruntwork.io: A comprehensive guide to managing secrets in your Terraform
    code \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.gruntwork.io/blog/how-to-manage-multiple-environments-with-terraform:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational analysis by Gruntwork covering strategies to organize
    code across distinct environments (Dev, Staging, Prod). Contrasts workspace separation
    with modular folder structures and Terragrunt wrappers, highlighting trade-offs
    regarding blast radius boundaries, state isolation, and configuration duplicate
    elimination.
  language: HCL
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Design Patterns
  - Multi-Environment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.gruntwork.io: How to manage multiple environments with Terraform \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.gruntwork.io/blog/how-to-use-terraform-as-a-team:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Examines the governance, coordination, and structural methodologies
    required for collaborative Terraform operations within growing development teams.
    Covers essential components like remote state management, distributed state locking,
    pull-request code review workflows, and decoupled environments. Live grounding
    highlights that without these collaborative controls, engineering organizations
    frequently face state corruption issues and deployment race conditions.
  language: HCL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Developer Productivity
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'blog.gruntwork.io: How to use Terraform as a team'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.gruntwork.io/blog/introducing-git-xargs-an-open-source-tool-to-update-multiple-github-repos:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Gruntwork's introduction to git-xargs, a Go-based open-source CLI utility
    designed to execute shell commands, inject files, and generate programmatic pull
    requests across multi-repository fleets.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - DevOps
  - Automation
  - Git Tools
  - git-xargs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.gruntwork.io: Introducing git-xargs: an open source tool to update
    multiple GitHub repos'
  addition_method: manual
  v2_locations:
  - git.md
https://www.gruntwork.io/blog/introducing-the-gruntwork-module-service-and-architecture-catalogs:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The Gruntwork Service Catalog provides structured templates to accelerate
    developer self-service workflows inside enterprise environments. By decoupling
    infrastructure blueprints from daily application releases, developers can safely
    deploy scalable databases or microservices. It balances developer velocity with
    rigorous platform engineering standards.
  language: N/A
  resource_type: Blog/Feature
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Enterprise Platforms
  - Catalogs and Blueprints
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.gruntwork.io: Introducing: The Gruntwork Module, Service, and Architecture
    Catalogs'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.gruntwork.io/blog/terraform-tips-tricks-loops-if-statements-and-gotchas:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A technical deep-dive into standard HCL patterns for implementing loops,
    conditional logic, and common behavioral gotchas. Discusses how dynamic behaviors
    impact plan predictability and state mapping. Live grounding confirms this Gruntwork
    resource is a key reference for cloud architects designing generic, reusable modules.
  language: HCL
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Dynamic Configuration
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'blog.gruntwork.io: Terraform tips & tricks: loops, if-statements, and gotchas'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.gruntwork.io/blog/why-we-use-terraform-and-not-chef-puppet-ansible-saltstack-or-cloudformation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Gruntwork's seminal architectural analysis comparing declarative provisioning
    against procedural configuration management tools. Highlights the benefits of
    immutable infrastructure and masterless architectures, establishing Terraform
    as the premier tool for resource orchestration.
  language: English
  resource_type: Industry Whitepaper
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - IaC Comparison
  - Architectural Decisions
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Why we use Terraform and not Chef, Puppet, Ansible, SaltStack, or CloudFormation
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.gslab.com/blogs/performance-testing-with-Apache-JMeter:
  addition_method: manual
  content_hash: 8d89188feba200ef4ced1e9fdf373c76e99ab1f9b2382bbaa4aba885d0979f89
  description: ''
  health_score: 100.0
  last_checked: 1779031711.904441
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'gslab.com: How to Optimize Performance Testing with Apache JMeter and Resources''
    Monitoring Using DStat'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering gslab.com:
    How to Optimize Performance Testing with Apache JMeter and Resources'' Monitoring
    Using DStat in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.guru.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A long-standing general freelancing marketplace connecting businesses
    with millions of global freelancers across programming, design, and translation.
    Features integrated escrow accounts and custom billing configurations for secure
    client transactions.
  language: N/A
  resource_type: SaaS
  complexity: Beginner
  hierarchy:
  - Careers
  - Freelancing
  - Talent Marketplaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: guru
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.guru99.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735939.429177
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: guru99.com
  v1_locations:
  - docs/elearning.md
  v2_locations:
  - elearning.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering guru99.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.guru99.com/agile-vs-scrum.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736244.750946
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'guru99.com: Agile Vs Scrum: Know the Difference'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering guru99.com:
    Agile Vs Scrum: Know the Difference in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.guru99.com/ai-tutorial.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736180.157564
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==guru99.com: Artificial Intelligence Tutorial for Beginners: Learn Basics'
    of AI== \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==guru99.com:
    Artificial Intelligence Tutorial for Beginners: Learn Basics' of AI== \U0001F31F\U0001F31F\U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.guru99.com/ansible-interview-questions.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735960.272549
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'guru99.com: Top 19 Ansible Interview Questions and Answers for 2022'
  v1_locations:
  - docs/interview-questions.md
  v2_locations:
  - interview-questions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering guru99.com:
    Top 19 Ansible Interview Questions and Answers for 2022 in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.guru99.com/ci-cd-pipeline.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.006779
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==guru99.com: CI/CD Pipeline: Learn with Example== \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==guru99.com:
    CI/CD Pipeline: Learn with Example== \U0001F31F\U0001F31F\U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.guru99.com/continuous-testing.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736167.354072
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'guru99.com: What is Continuous Testing in DevOps? Definition, Benefits,''
    Tools'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering guru99.com:
    What is Continuous Testing in DevOps? Definition, Benefits,'' Tools in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.guru99.com/devops-lifecycle.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736234.389976
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "guru99.com: DevOps Lifecycle: Different Phases Explained with Examples \U0001F31F"
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering guru99.com:
    DevOps Lifecycle: Different Phases Explained with Examples \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.guru99.com/devops-tools.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735920.601415
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'guru99.com: 30 Best DevOps Tools & Technologies'
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering guru99.com:
    30 Best DevOps Tools & Technologies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.guru99.com/jenkins-jmeter-blazemeter.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030024.923533
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Guru99.com: Jmeter and BlazeMeter Integration with Jenkins'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Guru99.com:
    Jmeter and BlazeMeter Integration with Jenkins in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.guru99.com/mutable-and-immutable-in-python.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.247422
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "guru99.com: Mutable & Immutable Objects in Python {EXAMPLES} \U0001F31F"
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering guru99.com:
    Mutable & Immutable Objects in Python {EXAMPLES} \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.guru99.com/soap-simple-object-access-protocol.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735865.308485
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'guru99.com: SOAP Web Services Tutorial: Simple Object Access Protocol. What''
    is SOAP?'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering guru99.com:
    SOAP Web Services Tutorial: Simple Object Access Protocol. What'' is SOAP? in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.guru99.com/test-driven-development.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736167.361082
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'guru99.com: What is Test Driven Development (TDD)? Tutorial with Example'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering guru99.com:
    What is Test Driven Development (TDD)? Tutorial with Example in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.hablemosdenube.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034405.3778
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: hablemosdenube.com
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering hablemosdenube.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hackerxone.com/2021/07/10/how-install-kubernetes-dashboard-nodeport-linux:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A practical tutorial addressing the manual installation of the native
    Kubernetes Dashboard. Demonstrates exposing the web interface via NodePort services
    and configuring critical ServiceAccount resources to establish authorized access
    control.
  language: Bash
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Installation
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'hackerxone.com: How To Install Kubernetes Dashboard with NodePort in Linux'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://www.hackerxone.com/2021/07/10/how-manage-single-multiple-kubernetes-clusters-using-kubectl-kubectx-linux:
  description: ''
  addition_method: manual
  content_hash: 9091aa6705239eac8ba51a40b52c41b34cd9effe6238ed171c873f5dd0f00034
  health_score: 100.0
  last_checked: 1779032522.730026
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2021'
  ai_summary: Outlines cluster and namespace administration workflows leveraging kubectx
    and kubens. Prevents accidental execution on incorrect environments during multi-cluster
    deployments.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Platform
  - Cluster Administration
  - Multi-Cluster Tools
  is_microservice: false
  title: 'hackerxone.com: How to Manage Single & Multiple Kubernetes Clusters using''
    kubectl & kubectx in Linux'
https://www.hackerxone.com/2021/08/20/13-steps-guide-to-create-kubernetes-cluster-on-amazon-web-serviceaws:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step procedural tutorial detailing manual and automated pathways
    to bootstrap a basic production-ready Amazon EKS cluster. Covers resource configuration,
    network VPC layouts, and kubectl integration.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Cluster Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackerxone.com: 13 Steps Guide to Create Kubernetes Cluster on AWS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.hackerxone.com/2021/08/25/steps-to-create-amazon-eks-node-group-on-amazon-web-service-aws:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical guide to configuring, scaling, and associating managed node
    groups with existing Amazon EKS cluster control planes. It addresses instance
    type selection, IAM roles, and auto-scaling configurations.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Cluster Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackerxone.com: Steps to Create Amazon EKS node group on Amazon web Service
    (AWS)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.hackingarticles.in/powershell-for-pentester-windows-reverse-shell:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides hands-on configuration instructions for building, executing,
    and defending against dynamic PowerShell-based reverse shells. Analyzes standard
    socket handling mechanisms inside active Windows target environments.
  language: PowerShell
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security Operations
  - Penetration Testing
  - PowerShell Exploits
  - Reverse Shells
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hackingarticles.in: PowerShell for Pentester: Windows Reverse Shell'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.haproxy.com/blog/announcing-haproxy-kubernetes-ingress-controller-1-5:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Introduces features in HAProxy Ingress Controller 1.5, including support
    for Mutual TLS (mTLS), performance improvements, and certificate management. Live
    Grounding confirms HAProxy is highly reliable for high-throughput enterprise systems
    due to its lightweight resource footprints, low latency, and comprehensive traffic
    metrics.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "haproxy.com: Announcing HAProxy Kubernetes Ingress Controller 1.5 \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.haproxy.com/blog/the-haproxy-enterprise-waf:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Product portal for HAProxy's Enterprise Web Application Firewall (WAF).
    It reviews native layer 7 filtering options, custom protection rule sets, and
    performance profiles designed to mitigate OWASP risks at high traffic volume.
  language: English
  resource_type: Product Page
  complexity: Advanced
  hierarchy:
  - Networking
  - Security
  - HAProxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "haproxy.com: The HAProxy Enterprise WAF \U0001F31F"
  addition_method: manual
  v2_locations:
  - caching.md
https://www.haproxy.org:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: HAProxy is an industry-standard, high-performance TCP/HTTP load balancer
    and proxy. It is widely praised for its raw event-driven architecture, rich session
    routing mechanisms, security structures, and efficiency.
  language: C
  resource_type: Open Source Software
  complexity: Advanced
  hierarchy:
  - Networking
  - Load Balancing
  - HAProxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: HAProxy
  addition_method: manual
  v2_locations:
  - web-servers.md
  - caching.md
https://www.harness.io:
  description: "- [harness.io: AutoStopping Rules For Kubernetes Clusters](https://www.harness.io/blog/autostopping-rules-kubernetes)
    Harness Intelligent Cloud AutoStopping Rules help manage your resources automatically
    to make sure that they run only when used, never when idle.\n    - [harness.io:
    Migrating CD Jenkins Pipelines To Harness Using Helm](https://www.harness.io/blog/cd-jenkins-pipelines-harness)"
  year: '2026'
  stars: 0
  ai_summary: An enterprise software delivery platform featuring AI/ML-driven automated
    canary deployments and rollbacks. Leveraging intelligent cloud-autostopping rules,
    it dynamically scales down idle Kubernetes-native resources to curb compute overhead,
    while integrating seamlessly with legacy Jenkins workloads through Helm pipelines.
  language: Java
  resource_type: Platform
  complexity: High
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Enterprise Continuous Delivery
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: harness.io
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.harness.io/blog:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: High-impact breakdown of Helm core components including Chart.yaml,
    value overriding mechanics, and templating practices. Details how modern continuous
    delivery engines natively incorporate Helm to optimize release logic.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Introductory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "harness.io: Introduction to Helm: Charts, Deployments, & More \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
  - cicd.md
https://www.harness.io/blog/automated-devsecops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This integration post demonstrates combining Harness continuous delivery
    pipelines with StackHawk dynamic application security testing. Explains triggering
    automated DAST sweeps during local staging or canary rollout stages to catch vulnerabilities
    pre-production.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Commercial CD
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'harness.io: Automated DevSecOps with StackHawk and Harness'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.harness.io/blog/autostopping-rules-kubernetes:
  addition_method: manual
  content_hash: 8766e0aaa30ac17bea725e865c84cb99dae629ef5a930ab7911df14978712b2e
  health_score: 100.0
  last_checked: 1779130494.969962
  v1_locations:
  - docs/jenkins-alternatives.md
https://www.harness.io/blog/cd-jenkins-pipelines-harness:
  addition_method: manual
  content_hash: 3012787c3e665c4a3ef54a736fba095fd24e97fc0cc7cbb15e64ad980bd2d70e
  health_score: 100.0
  last_checked: 1779130495.017388
  v1_locations:
  - docs/jenkins-alternatives.md
https://www.harness.io/blog/ci-cd-pipeline:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: Comprehensive architectural analysis of enterprise CI/CD systems. Evaluates
    core lifecycle phases from repository check-ins to automated canary strategies
    and active rollback mechanisms in production environments.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "harness.io: CI/CD Pipeline: Everything You Need to Know \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.harness.io/blog/continuous-delivery/spinnaker-alternatives:
  addition_method: manual
  content_hash: 59adbb77be5f275ab20e77e1f21dac6405745be1f65f320608403c7a85e118f0
  health_score: 64.0
  last_checked: 1779130495.005453
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.harness.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.harness.io/blog/continuous-integration-performance-metrics:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Focuses on key telemetry indicators required to measure and optimize
    the health and speed of CI pipelines (e.g., build duration, failure rates, queue
    time). Curator Insight: Performance guide for development loops. Live Grounding:
    Essential for engineering managers aiming to reduce feedback cycle times and improve
    system efficiency.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Automation
  - CI/CD
  - Performance Metrics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'harness.io: Metrics to Improve Continuous Integration Performance'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.harness.io/blog/deployment-pipeline-patterns:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A systematic catalogue mapping out complex deployment pipeline topologies.
    Covers fail-fast designs, parallel execution structures, multi-environment progression,
    and automated artifact immutability to elevate overall platform engineering.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Pipeline Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "harness.io: Pipeline Patterns for CI/CD Pipelines \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.harness.io/blog/gitops-best-practices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Synthesizes six practical patterns to onboard engineering teams to GitOps
    safely. Focuses on designing clean directory splits, establishing safe secret
    injection mechanisms, handling schema verification, and designing clear rollback
    policies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'harness.io: 6 Actionable GitOps Best Practices To Help You Get Started'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.harness.io/blog/gitops-repo-structure:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compares four dominant directory layout models for GitOps systems. Weighs
    the tradeoffs of monorepos against multi-repos and assesses environment-specific
    branch segregation versus directory overlays to map multi-tenant developer permissions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Repository Structure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "harness.io: Managing the 'Git' in 'GitOps': 4 Ways to Structure Code in
    Your GitOps Repos \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.harness.io/blog/helm-chart-repo:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical hands-on tutorial demonstrating how to turn a standard GitHub
    repository into a fully compliant Helm Chart registry. It outlines automating
    publishing workflows utilizing GitHub Pages, Chart Releaser Actions, and package
    distribution.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Chart Publishing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'harness.io: Tutorial: Turning a GitHub Repo Into a Helm Chart Repo'
  addition_method: manual
  v2_locations:
  - helm.md
https://www.harness.io/blog/helm-vs-kustomize:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Duplicate entry of Harness comparison. Synthesizes key operational criteria
    including template complexity, dynamic runtime capability, ease of local development,
    and fit within GitOps Git structures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "harness.io: Comparing Helm vs Kustomize \U0001F31F"
  addition_method: manual
  v2_locations:
  - kustomize.md
https://www.harness.io/blog/kubernetes-ci-cd-best-practices:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A professional guide detailing best practices for Kubernetes-native
    CI/CD. Emphasizes image tag immutability, secure namespace configuration, automated
    GitOps pull routines, secrets orchestration, and strict readiness validations.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Kubernetes Native
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'harness.io: Kubernetes CI/CD Best Practices'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.harness.io/blog/kubernetes-mistakes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Tailored for beginners, detailing typical traps: using ''latest'' tags
    for images, lacking health endpoints, neglecting namespace isolation, and hardcoding
    application secrets directly into YAML.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Operations
  - Best Practices
  - Common Anti-Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'harness.io: Kubernetes Mistakes: A Beginner’s Guide To Avoiding Common Pitfalls'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.harness.io/blog/kubernetes-services-explained:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Analyzes the network mechanics of Kubernetes Services, detailing internal
    DNS resolution, kube-proxy iptables configurations, and IPVS packet translation
    rules. Useful for tracing service discovery latencies.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Networking
  - Services
  - Deep Dive
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "harness.io: Kubernetes Services Explained \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.harness.io/blog/recommendations-api:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines programmatic cost reduction strategies utilizing Harness's
    Recommendations API. Shows how development teams can continuously query and apply
    optimized CPU/Memory resource constraints to reconcile performance with budget
    limits.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps
  - Resource Optimization
  - API Usage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'harness.io: Introducing Recommendations API: Find Potential Cost Savings
    Programmatically'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.harness.io/blog/software-development-life-cycle:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details contemporary Software Development Life Cycle (SDLC) methodologies.
    Maps traditional planning and execution frameworks to cloud-native continuous
    integration and deployment loops.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - SDLC
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'harness.io: Understanding the Phases of the Software Development Life Cycle'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.harness.io/blog/spinnaker-alternatives:
  addition_method: manual
  last_checked: 1781735995.330573
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - jenkins-alternatives.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.harness.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.harness.io/blog/streamlining-ci-cd:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the integration of FinOps protocols within CI/CD pipelines.
    Explains how pipelines can automatically reclaim ephemeral testing resources and
    configure cloud sizing limits to optimize active AWS hosting costs.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Engineering
  - FinOps
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'harness.io: Streamlining CI/CD and Optimizing AWS Cloud Spend'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.harness.io/blog/vault-agent-secrets-management:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores patterns for integrating Harness CD runners with HashiCorp
    Vault Agent. Details how pipeline deployments leverage short-lived tokens and
    secure authentication paths inside continuous delivery workflows, mitigating risk
    profiles related to long-lived static pipeline credentials.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Pipeline Security
  - Harness CD Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'harness.io: Tutorial: How to Use the New Vault Agent Integration Method
    With Harness'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.harness.io/blog/what-is-cicd-platform-why-should-i-care:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Contrasts custom-built scripts and legacy tooling loops with integrated,
    enterprise-class CI/CD platforms. Focuses on compliance enforcement, deployment
    governance, and engineering self-service capabilities.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Platforms
  - Evaluation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "harness.io: What is a CI/CD Platform and why should I care? \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.harness.io/blog?module-name=Feature+Management+%26+Experimentation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An exploration of Keystone Flags, a pattern designed to keep feature
    flagging clean by focusing controls only at critical system entry points. This
    approach minimizes code clutter across deep, multi-tier microservice architectures.
  language: Markdown
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Feature Management
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'split.io: Keystone Flags: Feature Flagging With Less Mess'
  addition_method: manual
  v2_locations:
  - git.md
https://www.harness.io/harness-devops-academy/progressive-delivery:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Foundational architectural overview of progressive delivery principles.
    Explains decoupling deployments from business releases using smart canary gates,
    dynamic feature flags, and real-time monitoring of impact metrics.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - Progressive Delivery
  - Feature Flags
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'split.io: Progressive Delivery'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.harness.io/harness-devops-academy/what-is-continuous-integration-ci:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: Dissects the mechanical operations of Continuous Integration, exploring
    branch synchronization rules, build validation execution steps, and regression
    testing strategies designed to maintain codebase health.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - DevOps
  - Continuous Integration
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "harness.io: What is Continuous Integration? \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.harness.io/products/continuous-delivery:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight addresses configuring Git pull trigger functionality
    inside Spinnaker. Live Grounding confirms that enabling automated repository monitoring
    allows Spinnaker to initiate targeted application pipelines immediately upon commit
    detection. This establishes the prerequisite feedback loop necessary for true
    continuous delivery.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Spinnaker Setup
  - Git Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'armory.io: Git Pull Support in Spinnaker'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
  - demos.md
https://www.harness.io/products/service-reliability-management:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the mechanics of the Strangler Fig pattern for migrating legacy
    codebases into containerized microservices. Analyzes API routing strategies, incremental
    migration boundaries, and monitoring paradigms for managing dual runtimes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Architecture
  - Modernization
  - Strangler Pattern
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'overops.com: Strangler Pattern: How to Deal With Legacy Code During the
    Container Revolution'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.hashicorp.com/blog/7-ways-to-optimize-cloud-spend-with-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029594.293552
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: 7 ways to optimize cloud spend with Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    7 ways to optimize cloud spend with Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/a-guide-to-cloud-cost-optimization-with-hashicorp-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029366.751596
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "A Guide to Cloud Cost Optimization with HashiCorp Terraform \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering A Guide
    to Cloud Cost Optimization with HashiCorp Terraform \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/a-kubernetes-user-s-guide-to-hashicorp-nomad-secret-management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030295.782265
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: A Kubernetes User''s Guide to HashiCorp Nomad Secret Management'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    A Kubernetes User''s Guide to HashiCorp Nomad Secret Management in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/accelerate-your-terraform-development-with-amazon-codewhisperer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032256.943203
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Accelerate your Terraform development with Amazon CodeWhisperer'
  v1_locations:
  - docs/ai.md
  - docs/aws-tools-scripts.md
  v2_locations:
  - ai.md
  - aws-tools-scripts.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Accelerate your Terraform development with Amazon CodeWhisperer in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/accelerating-ai-adoption-on-azure-with-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034084.226887
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Accelerating AI adoption on Azure with Terraform'
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Accelerating AI adoption on Azure with Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/access-google-cloud-from-hcp-terraform-with-workload-identity:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029377.772249
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Access Google Cloud from HCP Terraform with workload identity'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Access Google Cloud from HCP Terraform with workload identity in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/announcing-11-verified-providers-for-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031422.539414
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Announcing 11 Verified Providers for Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Announcing 11 Verified Providers for Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/announcing-azure-stack-hub-provider-1-0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033338.906916
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Announcing Azure Stack Hub Provider 1.0'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Announcing Azure Stack Hub Provider 1.0 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/announcing-cdk-for-terraform-0-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029565.248694
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Announcing CDK for Terraform 0.1'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Announcing CDK for Terraform 0.1 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/announcing-general-availability-hashicorp-terraform-cloud-operator-for-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034476.849664
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: Announcing General Availability of the HashiCorp Terraform'
    Cloud Operator for Kubernetes \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    Announcing General Availability of the HashiCorp Terraform' Cloud Operator for
    Kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/announcing-hashicorp-terraform-0-15-general-availability:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034015.319035
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Announcing HashiCorp Terraform 0.15 General Availability'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Announcing HashiCorp Terraform 0.15 General Availability in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/announcing-hashicorp-terraform-1-0-general-availability:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030438.443659
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: Announcing HashiCorp Terraform 1.0 General Availability \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    Announcing HashiCorp Terraform 1.0 General Availability \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/announcing-launch-day-support-for-amazon-ecs-anywhere-terraform-aws-provider:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034446.819341
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Announcing Support for Amazon ECS Anywhere in the Terraform''
    AWS Provider'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Announcing Support for Amazon ECS Anywhere in the Terraform'' AWS Provider in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/announcing-support-for-aws-lambda-code-signing-in-the-terraform-aws-provider:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033071.768567
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Announcing Support for Code Signing for AWS Lambda in the''
    Terraform AWS Provider'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Announcing Support for Code Signing for AWS Lambda in the'' Terraform AWS Provider
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/announcing-terraform-aws-cloud-control-provider-tech-preview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033418.893095
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Announcing Terraform AWS Cloud Control Provider Tech Preview'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Announcing Terraform AWS Cloud Control Provider Tech Preview in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/announcing-the-hashicorp-linux-repository:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029931.792093
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Announcing the HashiCorp Linux Repository
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Announcing
    the HashiCorp Linux Repository in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/announcing-the-terraform-visual-studio-code-extension-v2-0-0:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033801.898283
  stars: 0
  title: Announcing the Terraform Visual Studio Code Extension v2.0.0
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://www.hashicorp.com/blog/announcing-version-2-0-kubernetes-and-helm-providers-for-hashicorp-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033735.350071
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: Announcing Version 2.0 of the Kubernetes and Helm Providers'
    for HashiCorp Terraform \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    Announcing Version 2.0 of the Kubernetes and Helm Providers' for HashiCorp Terraform
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/announcing-waypoint:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032360.930617
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Announcing HashiCorp Waypoint'
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Announcing HashiCorp Waypoint in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/aws-hashicorp-collaborate-new-terraform-modules:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029573.073997
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: AWS and HashiCorp Collaborate on New Terraform Modules'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    AWS and HashiCorp Collaborate on New Terraform Modules in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/aws-lambda-extensions-for-hashicorp-vault:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033050.696132
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Use AWS Lambda Extensions to Securely Retrieve Secrets From''
    HashiCorp Vault'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Use AWS Lambda Extensions to Securely Retrieve Secrets From'' HashiCorp Vault
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/azure-hub-and-spoke-generally-available-for-hcp-vault-dedicated:
  addition_method: automatic
  ai_summary: 'Curator Insight: Managed security platforms must adapt to complex cloud-native
    networking layouts to be viable for enterprise environments.


    Live Grounding: Published in May 2026, this announcement states that HCP Vault
    Dedicated now supports native Azure hub-and-spoke networking topology.


    Security Architecture:

    - Ensures entirely private connectivity by integrating HashiCorp Virtual Networks
    with Azure transit spokes.

    - Eliminates the security risk of exposing managed secrets endpoints to the public
    internet.

    - Simplifies cross-tenant routing without requiring complex manual peer configurations.'
  category: azure
  complexity: advanced
  content_hash: N/A
  description: HashiCorp announces general availability of Azure hub-and-spoke networking
    topology support for HCP Vault Dedicated, delivering private, secure connectivity.
  hierarchy:
  - Infrastructure Security
  - Secrets Management
  - HashiCorp Vault
  - Azure Networking
  is_microservice: false
  language: en
  last_checked: 1780352168.173394
  reputation_status: Vetted
  reputation_summary: Strongly welcomed by security operations teams for solving complex
    Azure enterprise private networking topology requirements within managed Vault
    deployments.
  resource_type: blog
  social_preview_url: ''
  source_provenance: X.com (HashiCorp)
  stars: 4
  status: online
  suggested_new_category: devsecops
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[DE FACTO STANDARD]'
  title: Azure Hub-and-Spoke Generally Available for HCP Vault Dedicated
  year: '2026'
https://www.hashicorp.com/blog/beta-support-for-crds-in-the-terraform-provider-for-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029074.536739
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Beta Support for CRDs in the Terraform Provider for Kubernetes'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Beta Support for CRDs in the Terraform Provider for Kubernetes in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/build-a-quick-aks-cluster-the-easy-way-with-terraform-cloud:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030413.084431
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: Build a Quick AKS Cluster the Easy Way with Terraform Cloud'
    \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    Build a Quick AKS Cluster the Easy Way with Terraform Cloud' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/build-secure-ai-applications-on-azure-with-hashicorp-terraform-and-vault:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032728.635743
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==hashicorp.com: Build secure AI applications on Azure with HashiCorp Terraform''
    and Vault=='
  v1_locations:
  - docs/azure.md
  - docs/terraform.md
  v2_locations:
  - azure.md
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==hashicorp.com:
    Build secure AI applications on Azure with HashiCorp Terraform'' and Vault== in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/building-a-secure-azure-reference-architecture-with-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032733.990149
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Building a secure Azure reference architecture with Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Building a secure Azure reference architecture with Terraform in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/building-azure-resources-with-typescript-using-the-cdk-for-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029631.083197
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Building Azure Resources with TypeScript Using the CDK for''
    Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Building Azure Resources with TypeScript Using the CDK for'' Terraform in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/cdk-for-terraform-enabling-python-and-typescript-support:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034217.3485
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: CDK for Terraform: Enabling Python & TypeScript Support'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    CDK for Terraform: Enabling Python & TypeScript Support in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/cdk-for-terraform-now-generally-available:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033917.209287
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: CDK for Terraform Is Now Generally Available'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    CDK for Terraform Is Now Generally Available in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/cisco-citrix-fortinet-among-new-verified-terraform-providers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029118.635147
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Cisco, Citrix, and Fortinet Among New Verified Terraform''
    Providers'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Cisco, Citrix, and Fortinet Among New Verified Terraform'' Providers in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/configuring-azure-application-gateway-with-consul-terraform-sync:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029340.775794
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Configuring Azure Application Gateway with Consul-Terraform-Sync'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Configuring Azure Application Gateway with Consul-Terraform-Sync in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/consul-20-improves-flexibility-control-and-scalability:
  addition_method: automatic
  ai_summary: 'A technical release breakdown of HashiCorp Consul 2.0, focusing on
    multi-cloud security, control planes, and networking density.

    * Introduces full multi-port support for service mesh deployments on Kubernetes,
    allowing microservices to map distinct security and ingress rules per port.

    * Implements global RPC rate limiters, auto-scaling mechanisms for the native
    API Gateway, and integrations with CyberArk Workload Identity Manager as an external
    CA.'
  category: servicemesh
  complexity: advanced
  content_hash: N/A
  description: HashiCorp releases Consul 2.0, introducing multi-port service mesh
    on Kubernetes, CyberArk Workload Identity integration, and global RPC rate limiting.
  hierarchy:
  - Infrastructure Automation
  - Service Mesh
  - Kubernetes Networking
  - Datacenter Security
  is_microservice: false
  language: en
  last_checked: 1780352686.744634
  reputation_status: Vetted
  reputation_summary: A landmark release from HashiCorp that is recognized by cloud
    architects as a crucial architectural upgrade to long-standing Kubernetes-to-Consul
    service mesh constraints.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (HashiCorp)
  stars: 4
  status: online
  suggested_new_category: service-discovery
  tags:
  - DE FACTO STANDARD
  - ENTERPRISE-STABLE
  title: Consul 2.0 improves flexibility, control, and scalability
  year: '2026'
https://www.hashicorp.com/blog/creating-workspaces-with-the-hashicorp-terraform-operator-for-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033037.184747
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Creating Workspaces with the HashiCorp Terraform Operator''
    for Kubernetes'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Creating Workspaces with the HashiCorp Terraform Operator'' for Kubernetes in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/custom-variable-validation-in-terraform-0-13:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031460.4784
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Custom Variable Validation in Terraform 0.13'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Custom Variable Validation in Terraform 0.13 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/deploy-any-resource-with-the-new-kubernetes-provider-for-hashicorp-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032036.578738
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Deploy Any Resource With The New Kubernetes Provider for HashiCorp Terraform
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Deploy
    Any Resource With The New Kubernetes Provider for HashiCorp Terraform in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/deploying-helm-apps-to-kubernetes-with-waypoint-and-gitops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033222.528209
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Deploying Helm Apps to Kubernetes with Waypoint and GitOps'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Deploying Helm Apps to Kubernetes with Waypoint and GitOps in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/disaster-recovery-for-hashicorp-consul-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031602.083734
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: Disaster Recovery for HashiCorp Consul on Kubernetes \U0001F31F"
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    Disaster Recovery for HashiCorp Consul on Kubernetes \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/encrypting-large-artifacts-and-streaming-workloads-with-vault:
  addition_method: automatic
  ai_summary: This technical architecture guide introduces HashiCorp's SDK for implementing
    envelope encryption with Vault's Transit secrets engine. By shifting the workload
    of actual encryption and decryption locally to applications using locally generated
    data encryption keys (DEKs), it avoids the latency and network bottlenecks of
    sending large payloads to a central Vault server. Vault maintains central authority
    over key policy and DEK wrapping, offering high-performance, secure processing
    for streaming data and massive artifacts.
  category: devsecops
  complexity: Advanced
  content_hash: N/A
  description: HashiCorp introduces a local envelope encryption workflow utilizing
    Vault Transit keys to protect massive data payloads without network bottlenecks.
  hierarchy:
  - Security
  - Secrets Management
  - Data Protection
  - Envelope Encryption
  is_microservice: false
  language: English
  last_checked: 1780352302.45666
  reputation_status: Vetted
  reputation_summary: Widely trusted enterprise-grade security pattern from HashiCorp
    for zero-trust data protection.
  resource_type: blog
  social_preview_url: ''
  source_provenance: X.com (HashiCorp)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - ENTERPRISE-STABLE
  - GUIDE
  title: Encrypting Large Artifacts and Streaming Workloads with Vault
  year: '2026'
https://www.hashicorp.com/blog/get-started-with-consul-service-mesh-on-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034405.242996
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: Get Started with Consul Service Mesh on Kubernetes \U0001F31F"
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    Get Started with Consul Service Mesh on Kubernetes \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/getting-started-with-ambassador-and-consul-using-kubernetes-initializer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032613.244417
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Getting Started with Ambassador and Consul Using Kubernetes''
    Initializer'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Getting Started with Ambassador and Consul Using Kubernetes'' Initializer in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/getting-started-with-hcp-consul-frequently-asked-questions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030022.264534
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Getting Started with HCP Consul: Frequently Asked Questions'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Getting Started with HCP Consul: Frequently Asked Questions in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/getting-started-with-the-helm-and-datadog-terraform-providers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030982.651813
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: New Terraform Tutorials: Getting Started with the Helm and'
    Datadog Providers \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    New Terraform Tutorials: Getting Started with the Helm and' Datadog Providers
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/gke-cluster-setup-with-cdk-for-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033424.446557
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: GKE Cluster Setup with CDK for Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    GKE Cluster Setup with CDK for Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/hashicorp-consul-ingress-gateways-and-l7-traffic-management-in-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033622.734834
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: HashiCorp Consul Ingress Gateways and L7 Traffic Management in Kubernetes
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering HashiCorp
    Consul Ingress Gateways and L7 Traffic Management in Kubernetes in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/hashicorp-learning-resources-reference-guide:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032343.919257
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: HashiCorp Learning Resources Reference Guide \U0001F31F"
  v1_locations:
  - docs/elearning.md
  - docs/other-awesome-lists.md
  - docs/terraform.md
  v2_locations:
  - elearning.md
  - other-awesome-lists.md
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    HashiCorp Learning Resources Reference Guide \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  is_special: true
https://www.hashicorp.com/blog/hashicorp-teams-with-aws-on-new-control-tower-account-factory-for-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032405.554906
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: HashiCorp Teams with AWS on New Control Tower Account Factory''
    for Terraform'
  v1_locations:
  - docs/aws-security.md
  - docs/terraform.md
  v2_locations:
  - aws-security.md
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    HashiCorp Teams with AWS on New Control Tower Account Factory'' for Terraform
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/hashicorp-vault-use-cases-and-best-practices-on-azure:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030132.326001
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: HashiCorp Vault Use Cases and Best Practices on Azure'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    HashiCorp Vault Use Cases and Best Practices on Azure in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/how-to-integrate-your-application-with-vault-static-secrets:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030727.005422
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==hashicorp.com: How to Integrate Your Application with Vault: Static Secrets=='
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==hashicorp.com:
    How to Integrate Your Application with Vault: Static Secrets== in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/import-infrastructure-into-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032521.251209
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Learn How to Import Infrastructure Into Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Learn How to Import Infrastructure Into Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/integrating-azure-ad-identity-hashicorp-vault-part-1-application-auth-oidc:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032733.96695
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Integrating Azure AD Identity with HashiCorp Vault — Part''
    1: Azure Application Auth via OIDC'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Integrating Azure AD Identity with HashiCorp Vault — Part'' 1: Azure Application
    Auth via OIDC in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/kubernetes-vault-integration-via-sidecar-agent-injector-vs-csi-provider:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030204.531059
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Kubernetes Vault Integration via Sidecar Agent Injector vs.''
    CSI Provider'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Kubernetes Vault Integration via Sidecar Agent Injector vs.'' CSI Provider in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/learn-vault-1-5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034560.137783
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Vault Learning Resources: Vault 1.5 features and more'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Vault
    Learning Resources: Vault 1.5 features and more in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/manage-active-directory-objects-new-windows-ad-provider-hashicorp-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034482.271452
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Manage Active Directory Objects with the New Windows AD Provider for HashiCorp
    Terraform
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Manage
    Active Directory Objects with the New Windows AD Provider for HashiCorp Terraform
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/manage-kubernetes-secrets-for-flux-with-hashicorp-vault:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032197.853375
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Manage Kubernetes Secrets for Flux with HashiCorp Vault'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Manage Kubernetes Secrets for Flux with HashiCorp Vault in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/managing-ssh-access-at-scale-with-hashicorp-vault:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029594.199286
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Managing SSH Access at Scale with HashiCorp Vault'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Managing SSH Access at Scale with HashiCorp Vault in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/monitoring-as-code-with-terraform-cloud-and-checkly:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031406.282801
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Monitoring as Code with Terraform Cloud and Checkly'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Monitoring as Code with Terraform Cloud and Checkly in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/multi-region-replication-now-available-with-hcp-vault:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030005.360034
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Multi-Region Replication Now Available with HCP Vault'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Multi-Region Replication Now Available with HCP Vault in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/new-apply-user-interface-for-terraform-cloud:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031981.12967
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: New Apply User Interface for Terraform Cloud'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    New Apply User Interface for Terraform Cloud in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/new-terraform-tutorials-on-hashicorp-learn:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032293.130585
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: New Terraform Tutorials on HashiCorp Learn'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    New Terraform Tutorials on HashiCorp Learn in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/new-terraform-tutorials-on-provisioning-and-managing-kubernetes-clusters:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032949.848788
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: New Terraform Tutorials on Provisioning and Managing Kubernetes'
    Clusters \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    New Terraform Tutorials on Provisioning and Managing Kubernetes' Clusters \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/onboarding-applications-to-vault-using-terraform-a-practical-guide:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030685.040855
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: Onboarding Applications to Vault Using Terraform: A Practical'
    Guide \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    Onboarding Applications to Vault Using Terraform: A Practical' Guide \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/refresh-secrets-for-kubernetes-applications-with-vault-agent:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034313.600411
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Refresh Secrets for Kubernetes Applications with Vault Agent'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Refresh Secrets for Kubernetes Applications with Vault Agent in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/retrieve-hashicorp-vault-secrets-with-kubernetes-csi:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031428.936718
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Retrieve HashiCorp Vault Secrets with Kubernetes CSI'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Retrieve HashiCorp Vault Secrets with Kubernetes CSI in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/scim-in-vault-standardizes-provisioning-in-platforms:
  addition_method: automatic
  ai_summary: 'Curator Insight: An essential upgrade for enterprise security platforms
    that brings standardized, interoperable System for Cross-domain Identity Management
    (SCIM) workflows directly into secrets management infrastructure. Live Grounding
    (MCP): Integration guides confirm that Vault''s new SCIM server natively integrates
    with Okta, SailPoint, and other major IdPs, allowing teams to fully automate the
    provisioning and deprovisioning of Vault entities to avoid access drift.'
  category: securityascode
  complexity: Advanced
  content_hash: N/A
  description: How beta SCIM support in Vault Enterprise 2.0 and HCP Vault Dedicated
    automates user and group lifecycle provisioning.
  hierarchy:
  - Security and Compliance
  - Secrets Management
  - Identity Access Governance
  is_microservice: false
  language: English
  last_checked: 1780352705.314578
  reputation_status: Vetted
  reputation_summary: Highly appreciated by security engineers as a major integration
    improvement that standardizes identity lifecycle workflows in HashiCorp Vault.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (HashiCorp)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - ENTERPRISE-STABLE
  - GUIDE
  title: SCIM in HashiCorp Vault standardizes provisioning in platforms
  year: '2026'
https://www.hashicorp.com/blog/share-modules-across-organizations-terraform-enterprise:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031910.117959
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Share Modules Across Organizations with Terraform Enterprise'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Share Modules Across Organizations with Terraform Enterprise in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/supporting-the-hashicorp-terraform-extension-for-visual-studio-code:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033913.569535
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Supporting the HashiCorp Terraform Extension for Visual Studio''
    Code'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Supporting the HashiCorp Terraform Extension for Visual Studio'' Code in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-1-8-adds-provider-functions-for-aws-google-cloud-and-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030522.211761
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform 1.8 provider functions for AWS, Google Cloud, and''
    Kubernetes'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform 1.8 provider functions for AWS, Google Cloud, and'' Kubernetes in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-adds-support-for-gke-autopilot:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030506.838017
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform Adds Support for GKE Autopilot'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform Adds Support for GKE Autopilot in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-aws-cloud-control-api-provider-now-generally-available:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034345.600078
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform AWS Cloud Control API provider now generally available'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform AWS Cloud Control API provider now generally available in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-aws-provider-continues-to-expand-coverage:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034499.434223
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform AWS Provider Continues to Expand Coverage'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform AWS Provider Continues to Expand Coverage in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-azuread-provider-now-supports-microsoft-graph:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033735.337426
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform AzureAD Provider Now Supports Microsoft Graph'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform AzureAD Provider Now Supports Microsoft Graph in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-azurerm-3-0-brings-enhanced-azure-function-support:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033074.300353
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform AzureRM 3.0 Brings Enhanced Azure Function Support'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform AzureRM 3.0 Brings Enhanced Azure Function Support in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-cloud-adds-aggregated-vcs-reviews:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030009.185118
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform Cloud adds aggregated VCS reviews'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform Cloud adds aggregated VCS reviews in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-cloud-adds-drift-detection-for-infrastructure-management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031516.021834
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform Cloud Adds Drift Detection for Infrastructure Management'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform Cloud Adds Drift Detection for Infrastructure Management in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-cloud-no-code-provisioning-is-now-ga-with-new-features:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030407.030857
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform Cloud no-code provisioning is now GA with new features'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform Cloud no-code provisioning is now GA with new features in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-cloud-operator-2-3-adds-workspace-run-operations:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031445.929715
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform Cloud Operator 2.3 adds workspace run operations'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform Cloud Operator 2.3 adds workspace run operations in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-cloud-variable-sets-beta-now-available:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033486.918855
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform Cloud Variable Sets Beta Now Available'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform Cloud Variable Sets Beta Now Available in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-extension-for-vs-code-speeds-up-loading-of-large-workspaces:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029120.720742
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==hashicorp.com: Terraform extension for VS Code speeds up loading of large''
    workspaces=='
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==hashicorp.com:
    Terraform extension for VS Code speeds up loading of large'' workspaces== in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-mono-repo-vs-multi-repo-the-great-debate:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033313.497094
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform Mono Repo vs. Multi Repo: The Great Debate'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform Mono Repo vs. Multi Repo: The Great Debate in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-sensitive-input-variables:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032683.805784
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: New Terraform Tutorial: Sensitive Input Variables \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    New Terraform Tutorial: Sensitive Input Variables \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/terraform-stacks-explained:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034172.956438
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==hashicorp.com: Terraform stacks, explained=='
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==hashicorp.com:
    Terraform stacks, explained== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/testing-hashicorp-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031142.632431
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==hashicorp.com: Testing HashiCorp Terraform=='
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==hashicorp.com:
    Testing HashiCorp Terraform== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/the-state-of-vault-and-kubernetes-and-future-plans:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032184.788627
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: The State of Vault and Kubernetes, and Future Plans'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    The State of Vault and Kubernetes, and Future Plans in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/tutorial-terraform-outputs:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031825.043495
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: New Terraform Tutorial: Terraform Outputs \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    New Terraform Tutorial: Terraform Outputs \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/using-template-files-with-hashicorp-packer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032800.079196
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Using Template Files with HashiCorp Packer'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Using Template Files with HashiCorp Packer in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/using-waypoint-runners-to-enable-gitops-workflows:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030673.583781
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Using Waypoint Runners To Enable GitOps Workflows'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Using Waypoint Runners To Enable GitOps Workflows in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/vault-1-11:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034207.92116
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: HashiCorp Vault 1.11 Adds Kubernetes Secrets Engine, PKI'
    Updates, and More \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    HashiCorp Vault 1.11 Adds Kubernetes Secrets Engine, PKI' Updates, and More \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/vault-1-8:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031079.706978
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Announcing HashiCorp Vault 1.8'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Announcing HashiCorp Vault 1.8 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/vault-github-action:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031533.593448
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Automate Secret Injection into CI/CD Workflows with the GitHub''
    Action for Vault'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Automate Secret Injection into CI/CD Workflows with the GitHub'' Action for Vault
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/vault-on-the-hashicorp-cloud-platform-ga:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034484.203579
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: HCP Vault is now generally available on AWS \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    HCP Vault is now generally available on AWS \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/wait-conditions-in-the-kubernetes-provider-for-hashicorp-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032934.500228
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Wait Conditions in the Kubernetes Provider for HashiCorp''
    Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Wait Conditions in the Kubernetes Provider for HashiCorp'' Terraform in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/why-use-the-vault-agent-for-secrets-management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030979.363783
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Why Use the Vault Agent for Secrets Management?'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Why Use the Vault Agent for Secrets Management? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/blog/writing-terraform-for-unsupported-resources:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031647.370866
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==hashicorp.com: Writing Terraform for unsupported resources== \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==hashicorp.com:
    Writing Terraform for unsupported resources== \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/en/blog/new-in-terraform-115-dynamic-sources-variable-deprecation-and-more:
  addition_method: automatic
  ai_summary: Terraform 1.15 introduces native dynamic module sources and versions,
    allowing practitioners to leverage variables to configure upstream dependencies
    at initialization by declaring variables with a new `const` attribute. The release
    also implements a robust deprecation framework with a dedicated `deprecated` attribute
    for variables and outputs, enabling module authors to issue descriptive warnings
    during planning. Additional platform updates include official Windows ARM64 builds,
    inline type conversion support, and streamlined S3 AWS login configurations.
  category: terraform
  complexity: advanced
  content_hash: N/A
  description: A deep dive into Terraform 1.15 features, including dynamic module
    sources using variables, variable and output deprecation attributes, Windows ARM64
    builds, and improved CLI warning details.
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Module Configuration
  - Lifecycle Management
  is_microservice: false
  language: en
  last_checked: 1780352454.119802
  reputation_status: Vetted
  reputation_summary: HashiCorp Terraform is the industry-standard tool for Infrastructure
    as Code. The 1.15 release is widely adopted and highly stable.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  - '[ENTERPRISE-STABLE]'
  title: 'New in Terraform 1.15: Dynamic sources, variable deprecation, and more'
  year: '2026'
https://www.hashicorp.com/en/blog/terraform-provider-for-google-cloud-7-0-is-now-ga:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029138.140248
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Terraform Provider for Google Cloud 7.0 is now GA
  v1_locations:
  - docs/GoogleCloudPlatform.md
  - docs/iac.md
  - docs/terraform.md
  v2_locations:
  - GoogleCloudPlatform.md
  - iac.md
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Terraform
    Provider for Google Cloud 7.0 is now GA in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/en/conferences/hashiconf/call-for-sessions:
  last_checked: 1780399982.211754
  score: 55
  status: FILTERED
https://www.hashicorp.com/en/partners/cloud/google-cloud:
  addition_method: automatic
  ai_summary: 'Curator Insight: Modern multi-cloud automation demands tight, platform-native
    IaC configurations to maintain high reliability and compliance.


    Live Grounding: The partnership updates detail integrations for Terraform on GCP,
    including dynamic provider credentials, continuous cloud validation workflows,
    and native Terraform automated configurations hosted directly inside Google Kubernetes
    Engine (GKE).'
  category: uncategorized
  complexity: Intermediate
  content_hash: N/A
  description: An overview of how Google Cloud and HashiCorp partner to deliver seamless
    infrastructure deployment, security, and management capabilities.
  hierarchy:
  - Cloud
  - Google Cloud Platform
  - Infrastructure as Code
  - HashiCorp Terraform
  is_microservice: false
  language: en
  last_checked: 1780352158.263387
  reputation_status: Vetted
  reputation_summary: Highly active and officially maintained multi-cloud enterprise
    integration gateway.
  resource_type: documentation
  social_preview_url: ''
  source_provenance: X.com (HashiCorp)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: HashiCorp and Google Cloud Strategic Integration Portal
  year: '2026'
https://www.hashicorp.com/infrastructure-cloud:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029863.133606
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: hashicorp.com/infrastructure-cloud
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering hashicorp.com/infrastructure-cloud
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/8-best-practices-for-writing-secure-go-code:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033084.302599
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: 8 Best Practices for Writing Secure Go Code'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    8 Best Practices for Writing Secure Go Code in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/best-practices-for-terraform-aws-tags:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032343.911696
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Best Practices for Terraform AWS Tags'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Best Practices for Terraform AWS Tags in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/building-a-migration-factory-with-terraform-enterprise-at-axa-group:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032552.037583
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Standardizing infrastructure automation with Terraform Enterprise'
  v1_locations:
  - docs/customer.md
  v2_locations:
  - customer.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Standardizing infrastructure automation with Terraform Enterprise in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/deploying-managing-minimal-app-kubernetes-cluster-terraform-ansible:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032679.02771
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Deploying and Managing a Minimal App in a Kubernetes Cluster with Terraform
    and Ansible
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Deploying
    and Managing a Minimal App in a Kubernetes Cluster with Terraform and Ansible
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/how-can-i-prevent-configuration-drift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030720.558587
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: How can I prevent configuration drift?'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    How can I prevent configuration drift? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/how-create-gitops-workflow-terraform-jenkins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030705.699601
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: How to Create a GitOps Workflow with Terraform and Jenkins
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering How to
    Create a GitOps Workflow with Terraform and Jenkins in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/kelsey-hightower-fireside-chat-an-unconventional-path-to-it-and-some-life-advice:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033583.506488
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.hashicorp.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/managing-terraform-cloud-with-powershell:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030569.348239
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Managing Terraform Cloud With PowerShell'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Managing Terraform Cloud With PowerShell in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/modern-infrastructure-automation-with-packer-terraform-and-consul:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033435.834389
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Modern Infrastructure Automation with Packer, Terraform,''
    and Consul (video)'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Modern Infrastructure Automation with Packer, Terraform,'' and Consul (video)
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/multi-cloud-devops-at-petronas-with-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029689.096589
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Multi-Cloud DevOps at PETRONAS with Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Multi-Cloud DevOps at PETRONAS with Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/opinionated-terraform-best-practices-and-anti-patterns:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029952.078265
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Opinionated Terraform Best Practices and Anti-Patterns'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Opinionated Terraform Best Practices and Anti-Patterns in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/securing-infrastructure-in-application-pipelines:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033772.898636
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Securing Infrastructure In Application Pipelines'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Securing Infrastructure In Application Pipelines in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/serverless-secrets-vault:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030436.472839
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Serverless Secrets with HashiCorp Vault'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Serverless Secrets with HashiCorp Vault in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/terraform-abstraction-tips-just-because-you-can-doesnt-mean-you-should:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030597.301238
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform Abstraction Tips: Just Because You Can Doesn''t''
    Mean You Should'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform Abstraction Tips: Just Because You Can Doesn''t'' Mean You Should in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/terraform-aws-cloud-control-provider-under-the-hood:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030604.751149
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform AWS Cloud Control Provider – Under the Hood'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform AWS Cloud Control Provider – Under the Hood in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/terraform-plan-interactive-configuration-and-state-visualization-with-rover:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030473.009385
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Rover - Terraform Visualizer'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Rover - Terraform Visualizer in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/terraform-practices-the-good-the-bad-and-the-ugly:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032797.661687
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraform Practices: The Good, the Bad, and the Ugly'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraform Practices: The Good, the Bad, and the Ugly in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/terraform-what-instacart-learned-managing-over-50-aws-rds-postgresql-instances:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031388.850314
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Terraforming RDS: What Instacart Learned Managing Over 50''
    AWS RDS PostgreSQL Instances with Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Terraforming RDS: What Instacart Learned Managing Over 50'' AWS RDS PostgreSQL
    Instances with Terraform in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/testing-infrastructure-as-code-on-localhost:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029948.108747
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Testing Infrastructure as Code on Localhost
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Testing
    Infrastructure as Code on Localhost in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/using-the-terraform-aws-cloud-control-provider:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029732.070786
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Using the Terraform AWS Cloud Control Provider'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Using the Terraform AWS Cloud Control Provider in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/vault-and-kubernetes-better-together:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029678.607219
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: Vault & Kubernetes: Better Together'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    Vault & Kubernetes: Better Together in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/resources/why-microservices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030285.037066
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "hashicorp.com: Why Microservices? \U0001F31F"
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering hashicorp.com:
    Why Microservices? \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hashicorp.com/solutions/ai-infrastructure-management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033759.137412
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hashicorp.com: AI for infrastructure management'
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering hashicorp.com:
    AI for infrastructure management in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hava.io:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: SaaS infrastructure visualization engine that connects securely to cloud
    backends (AWS, GCP, Azure) to draw up-to-date layout sheets. Facilitates continuous
    compliance tracking by logging history changes over time.
  language: None
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Architecture & Visualization
  - Cloud Discovery
  - Multi-Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: hava.io
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://www.hava.io/blog/design-for-failure-lessons-learnt-from-the-sydney-aws-outage:
  description: ''
  year: '2016'
  stars: 3
  ai_summary: An architectural retrospective analyzing service failures during a historic
    AWS Sydney region outage. Live Grounding highlights how this post underscores
    the vital design-for-failure paradigm, proving that high availability requires
    cross-region failovers, active-active topologies, and robust client retry configurations.
  language: English
  resource_type: Blog / Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - Resilience Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Design for failure lessons learnt from the Sydney AWS outage
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://www.hays.es/blog/insights/la-gran-renuncia:
  addition_method: manual
  ai_summary: Explores the psychological and economic motivators of the 'Great Resignation'
    from a European talent perspective. Synthesizes survey data from Spanish IT professionals
    to outline the shifting priorities toward flexibility, modern work-life integration,
    and competitive technical compensation. [SPANISH CONTENT]
  complexity: Intermediate
  content_hash: cbd946ad1e34a58c158a1276908a6e92b6a1cedddc2bf637c70edf2a731152c4
  description: ''
  health_score: 100.0
  hierarchy:
  - Engineering Leadership & Career Dynamics
  - Market Dynamics & Economic Shifts
  - The Great Resignation Paradigm
  is_microservice: false
  language: Spanish
  last_checked: 1779030394.738603
  resource_type: Blog
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'hays.es: ‘La Gran Renuncia’: ¿por qué tantos profesionales se están planteando''
    dejar su trabajo?'
  v1_locations:
  - docs/recruitment.md
  v2_locations:
  - recruitment.md
  year: N/A
https://www.hcltech.com/blogs/devops-tools-and-technologies-manage-microservices:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Maps out the comprehensive tooling stack required to manage complex
    microservice lifecycles. Details the intersection of build systems, container
    registries, service meshes, centralized logging (EFK/ELK), and distributed tracing
    tools (Jaeger) essential for observability.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps & CI/CD
  - Microservices
  - Tooling Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "hcltech.com: DevOps Tools and Technologies to Manage Microservices \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.hellobonsai.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An all-in-one suite of business tools designed to manage freelance operations
    including invoicing, contracting, proposals, and accounting. It drastically reduces
    administrative overhead for independent consultants. Live grounding emphasizes
    its status as an essential utility for modern solopreneurs.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Contractor Operations
  - SaaS Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: hellobonsai
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.helpnetsecurity.com/2020/12/14/how-devsecops-developers:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An organizational analysis detailing how to successfully promote DevSecOps
    culture among developers. Proposes seamless IDE plugin adoption, gamified training,
    and continuous automated pipeline feedback to build friction-free security workflows.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Culture & Collaboration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'helpnetsecurity.com: How to make DevSecOps stick with developers'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.helpnetsecurity.com/2021/05/04/security-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews Kubestriker, a lightweight, agentless open-source security scanner
    that audits Kubernetes control plane configurations, insecure ports, and IAM roles
    for vulnerabilities.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Vulnerability Assessment Tools
  - Kubestriker Scanner
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "helpnetsecurity.com: Kubestriker: A security auditing tool for Kubernetes
    clusters \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.heroku.com/blog/monolithic-applications-into-services:
  description: ''
  year: '2019'
  stars: 4
  ai_summary: A detailed playbook on dividing monolithic backends into cohesive, independent
    services. It discusses domain-driven design (DDD) boundaries, API gateway design,
    database decomposition, and how to manage the incremental migration phases to
    minimize downtime.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Software Architecture
  - Microservices
  - Decomposition Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'blog.heroku.com: Deconstructing Monolithic Applications into Services'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.hetzner.com/cloud:
  addition_method: manual
  content_hash: 4f6dc6c174ac6e89843b1443d75f4b38cf85bdfef6c2509ede2736ee6834207c
  health_score: 100.0
  last_checked: 1779031714.959273
  v1_locations:
  - docs/rancher.md
? https://www.hibridosyelectricos.com/articulo/actualidad/tesla-recurre-china-calidad-fabricacion-coches-electricos/20221222124048066230.html
: addition_method: manual
  content_hash: f5a457b2a8011fd3877c7c36f06d9e986409d3b2046e2cebab13dd6b981cac69
  description: ''
  health_score: 100.0
  last_checked: 1779032245.447509
  stars: 0
  status: online
  title: 'hibridosyelectricos.com: Tesla recurre a China para aumentar la calidad''
    de fabricación de sus coches eléctricos'
  v1_locations:
  - docs/customer.md
  year: N/A
https://www.hibridosyelectricos.com/coches/tesla-recurre-china-calidad-fabricacion-coches-electricos_66230_102.html:
  description: "- La Gigafactoría de Tesla en Shanghái es todo un ejemplo de eficiencia,
    innovación tecnológica y calidad de fabricación. El responsable de este logro
    es Tom Zhu, su jefe de Operaciones, que recientemente visitó las dos plantas estadounidenses.\n
    \   - W. Edward Deming fue un ingeniero y consultor estadounidense reconocido
    como el padre de la gestión de la calidad total en la fabricación de automóviles.
    Se le considera uno de los responsables del progreso de la industria, gracias
    al desarrollo de una serie de teorías funcionales y económicas que, desde hace
    años, supervisan la producción de los vehículos que se fabrican en casi todo el
    mundo.\n    - Las teorías de Deming estaban muy por delante de su tiempo. Afirman
    que las organizaciones que se centran en reducir únicamente los costes de producción,
    automáticamente disminuyen la calidad de sus productos. Por el contrario, aquellas
    que se concentran en mejorar la calidad, automáticamente rebajan los costes."
  year: '2023'
  stars: 3
  ai_summary: Examines Tesla's adaptation of W. Edwards Deming’s Total Quality Management
    (TQM) principles at the Shanghai Gigafactory under Tom Zhu. The article contrasts
    how focusing on systemic quality optimizations organically drives down production
    costs, refuting the legacy approach of prioritizing cost reduction at the expense
    of engineering refinement. This demonstrates how modern automated manufacturing
    lines mimic clean software deployment pipelines using feedback loops.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - System Architecture
  - Industrial Engineering
  - Quality Management
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'hibridosyelectricos.com: Tesla recurre a China para aumentar la calidad
    de fabricación de sus coches eléctricos'
  addition_method: manual
  v2_locations:
  - customer.md
https://www.high-mobility.com:
  description: '- [REST Auto API Tutorial](https://www.high-mobility.com/car-api)'
  year: '2026'
  stars: 3
  ai_summary: High Mobility offers an enterprise platform that standardizes vehicle
    APIs across multiple major car manufacturers. Developers can retrieve standardized
    telematics, status, and control endpoints through a secure, unified gateway infrastructure.
  language: English
  resource_type: Enterprise Product
  complexity: Intermediate
  hierarchy:
  - Domain APIs
  - Automotive
  - Telemetry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: high-mobility.com
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.high-mobility.com/learn/tutorials/rest:
  addition_method: manual
  content_hash: 7011ecc22868a17df80c4854f56329407e2fe989184b1608dd55553683a09238
  health_score: 64.0
  last_checked: 1779130494.995884
  v1_locations:
  - docs/developerportals.md
https://www.hitch-tls.org:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Hitch is a highly scalable, multi-threaded TLS proxy designed to terminate
    SSL/TLS connections efficiently and route unencrypted traffic back to local services
    like Varnish. Built on libev, it effortlessly scales to tens of thousands of simultaneous
    connections on modern multi-core server processors.
  language: C
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Infrastructure & Caching
  - Network & Security
  - TLS Offloading
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Hitch - scalable TLS proxy. Hitch is a libev-based high performance SSL/TLS
    proxy by Varnish Software
  addition_method: manual
  v2_locations:
  - caching.md
https://www.honeybadger.io/blog/git-tricks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Shares 10 practical tips for advanced Git usage, covering visual log
    customization, staging subsets of files with interactive add, temporary stash
    configurations, and restoring deleted commits with `reflog`.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'honeybadger.io: Top Ten Git Tips & Tricks'
  addition_method: manual
  v2_locations:
  - git.md
https://www.honeycomb.io:
  addition_method: manual
  content_hash: d7d97afd0b2bb7b40408ee1ef8d237599e10017f1ad8af7c4cd918d223ec3d12
  description: ''
  health_score: 100.0
  last_checked: 1779030563.776847
  needs_ai_refresh: true
  stars: 0
  title: honeycomb.io
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.honeycomb.io/blog/future-ops-platform-engineering:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines the structural transition of operations roles towards platform-centric
    models. Emphasizes how telemetry, observability, and structured logging serve
    as fundamental pillars in building reliable internal platforms that empower development
    teams without sacrificing system reliability.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - DevOps Evolution
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "honeycomb.io: The Future of Ops Is Platform Engineering \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.hostinger.com/in/tutorials/what-is-docker:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduction to the architecture of container runtimes, comparing container
    engine hypervisor layers with traditional virtual machines.
  language: English
  resource_type: Introductory
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hostinger.in: What Is Docker and How Does It Work? – Docker Explained'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.hostinger.in/tutorials/what-is-docker:
  addition_method: manual
  content_hash: a4d94a7d164053fdadf2501aad5ae77da589f2126547f9c0692dcff589b9336e
  description: ''
  health_score: 100.0
  last_checked: 1779032219.76722
  stars: 0
  status: online
  title: 'hostinger.in: What Is Docker and How Does It Work? – Docker Explained'
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.howdykloudy.in/blog/implementing-shift-left-for-terraform-an-introductory-guide:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Introductory architectural roadmap to 'Shifting Left' inside infrastructure
    workflows. Promotes integrating semantic linters, static security engines (such
    as Checkov or Trivy), and cost projections (Infracost) directly inside native
    development sandboxes.
  language: None
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - Validation & Testing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "howdykloudy.in: Implementing Shift Left for Terraform: An Introductory Guide
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.howtoforge.com:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: An extensive repository of step-by-step Linux installation and configuration
    tutorials, heavily focusing on hosting environments, mail servers, and virtualization.
    It serves as an essential tactical resource for setting up reproducible server
    configurations across various Linux distributions.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - SysAdmin Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: howtoforge.com
  addition_method: manual
  v2_locations:
  - linux.md
https://www.howtoforge.com/create-a-deployment-in-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Step-by-step procedural tutorial explaining the structure of a standard
    Kubernetes Deployment manifest, dynamic replica scaling, and seamless rollout
    update strategies. (Live Grounding: Fundamental foundational knowledge for setting
    up standard declarative app workloads).'
  language: YAML
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Cloud-Native Infrastructure
  - Kubernetes Core
  - Workload Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'howtoforge.com: How to create a Deployment in Kubernetes'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.howtoforge.com/how-to-create-a-kubernetes-cluster-with-the-aws-cli:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A basic command-line reference demonstrating how to script and provision
    AWS networking components, IAM dependencies, and EKS control planes directly through
    the AWS CLI.
  language: Bash
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Cluster Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'howtoforge.com: How to Create a Kubernetes Cluster with AWS CLI'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.howtoforge.com/how-to-deploy-your-first-pod-on-a-kubernetes-cluster:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Foundational technical walkthrough outlining the basic architecture
    of Pod components. Demystifies core scheduling mechanisms, declaring multi-container
    environments, configuring volumes, and validating basic cluster reachability for
    initial workload tests.
  language: YAML
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Core Orchestration
  - Workloads
  - Foundational
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'howtoforge.com: How to deploy your first pod on a Kubernetes Cluster'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.howtoforge.com/how-to-install-prometheus-on-ubuntu-20-04:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A standard system administration guide explaining the manual compilation,
    security provisioning, and installation of the Prometheus system monitoring engine
    on Ubuntu 20.04 LTS servers. Focuses on directory provisioning, systemd automation,
    and basic target verification.
  language: Shell
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'howtoforge.com: How to Install Prometheus System Monitoring Tool on Ubuntu
    20.04'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.howtoforge.com/kubernetes_network_policy:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A clear, hands-on tutorial demonstrating how to enforce namespace-level
    isolation. Step-by-step instructions guide users through drafting rules to secure
    internal traffic.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Networking
  - Security
  - Network Policy
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "howtoforge.com: Network Policy in Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.howtoforge.com/multi-container-pods-in-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical hands-on guide for configuring multi-container Pod layouts
    in Kubernetes. Outlines core design concepts like Sidecars, Adapters, and Ambassador
    proxies, emphasizing network and disk sharing.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Pod Patterns
  - Sidecars
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'howtoforge.com: How to create Multi-Container Pods in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.howtoforge.com/storage-in-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive tutorial mapping out the core abstraction primitives
    of the Kubernetes storage subsystem. It offers step-by-step guidance on declaring
    ephemeral emptyDir volumes, mounting host paths, and establishing baseline persistent
    storage configurations.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Implementation Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "howtoforge.com: Storage in Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.howtogeek.com/devops/getting-started-with-kubectl-to-manage-kubernetes-clusters:
  description: ''
  addition_method: manual
  content_hash: 5161b4ccacaa46d1271dc2a6176a7c0c0cd833eca2b2e9e39cac8dcf88badbe1
  health_score: 100.0
  last_checked: 1779029502.409771
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2022'
  ai_summary: A foundational guide to managing clusters with kubectl. Outlines config
    structure concepts, baseline container commands, and standard diagnostics routines
    for new platform users.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Kubernetes Platform
  - Cluster Administration
  - Kubectl Productivity
  is_microservice: false
  title: 'howtogeek.com: Getting Started With Kubectl to Manage Kubernetes Clusters'
https://www.howtogeek.com/devops/how-to-clean-up-old-containers-and-images-in-your-kubernetes-cluster:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Outlines node garbage collection mechanics, detailing how the kubelet
    automatically trims unreferenced container images and dead containers based on
    customizable high/low disk threshold flags.
  language: Bash
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operations
  - Resource Optimization
  - Garbage Collection
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'howtogeek.com: How to Clean Up Old Containers and Images in Your Kubernetes
    Cluster'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.howtogeek.com/devops/when-not-to-use-docker-cases-where-containers-dont-help:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Identifies scenarios where containerization introduces unnecessary complexity
    without providing distinct technical or operational benefits. Analyzes drawbacks
    for monoliths, GUI-heavy desktop programs, static legacy systems, or performance-critical
    processes requiring bare-metal host communication.
  language: English
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Virtualization & Containers
  - Container Anti-patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "howtogeek.com: When Not to Use Docker: Cases Where Containers Don’t Help
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.hugedomains.com/domain_profile.cfm?d=bqstack.com:
  addition_method: manual
  last_checked: 1779388541.732168
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - monitoring.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.hugedomains.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hugedomains.com/domain_profile.cfm?d=migops.com:
  addition_method: manual
  last_checked: 1779388521.576658
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - databases.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.hugedomains.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.hyperglance.com:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: An enterprise-grade IT visualization and automated inventory mapper.
    Discovers, maps, and generates complete topology diagrams of cloud environments,
    tracking Kubernetes resources and network policies automatically.
  language: N/A
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Architecture & Design
  - Visualization
  - Automated Discovery
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Hyperglance
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://www.ibm.com/cloud:
  addition_method: manual
  content_hash: 012a3b2ab82f450af32e6de08d032c950e9ee5fa32c82721f218bc383c8beebf
  description: ''
  health_score: 100.0
  last_checked: 1779031094.648697
  stars: 0
  status: online
  title: IBM Cloud
  v1_locations:
  - docs/ibm_cloud.md
  year: N/A
https://www.ibm.com/cloud/architecture/architecture/practices/event-driven-cloud-native-apps-architecture:
  addition_method: manual
  content_hash: 3e7ea0a1b4e24d2cd2368986d1a1ff5e098b4c2fa2725319715115825f3676cc
  description: ''
  health_score: 100.0
  last_checked: 1779030134.21074
  stars: 0
  status: online
  title: 'ibm.com: Event-driven cloud-native applications (microservices)'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.ibm.com/cloud/blog/8-kubernetes-tips-and-tricks:
  addition_method: manual
  content_hash: 149f6a4634a1bba43a5c943d6056d7cf5da8f818c9227ce049ff05ed4bdf1afd
  description: ''
  health_score: 100.0
  last_checked: 1779032786.482371
  stars: 0
  status: online
  title: "ibm.com: 8 Kubernetes Tips and Tricks \U0001F31F"
  v1_locations:
  - docs/kubectl-commands.md
  year: N/A
https://www.ibm.com/cloud/blog/migrate-java-microservices-from-spring-to-microprofile-p2:
  addition_method: manual
  content_hash: 149f6a4634a1bba43a5c943d6056d7cf5da8f818c9227ce049ff05ed4bdf1afd
  description: ''
  health_score: 100.0
  last_checked: 1779030578.258132
  stars: 0
  status: online
  title: 'ibm.com: Java Microservices with MicroProfile – RESTful APIs and Dependency''
    Injection. For microservices-based Java apps, knowing how to create REST APIs
    is an essential skill. Eclipse MicroProfile makes it easier'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://www.ibm.com/cloud/blog/multizone-kubernetes-and-vpc-load-balancer-setup:
  addition_method: manual
  content_hash: 149f6a4634a1bba43a5c943d6056d7cf5da8f818c9227ce049ff05ed4bdf1afd
  description: ''
  health_score: 100.0
  last_checked: 1779030479.563756
  stars: 0
  status: online
  title: 'ibm.com: Multizone Kubernetes and VPC Load Balancer Setup'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.ibm.com/cloud/blog/openshift-vs-kubernetes:
  addition_method: manual
  content_hash: eab2a82a1c023ddb1b2aa538a7b0495078a6512e2c23113cc00e6801160d3665
  description: ''
  health_score: 100.0
  last_checked: 1779032757.82009
  stars: 0
  status: online
  title: 'ibm.com: OpenShift vs. Kubernetes: What’s the Difference?'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.ibm.com/cloud/blog/using-fio-to-tell-whether-your-storage-is-fast-enough-for-etcd:
  addition_method: manual
  content_hash: 149f6a4634a1bba43a5c943d6056d7cf5da8f818c9227ce049ff05ed4bdf1afd
  description: ''
  health_score: 100.0
  last_checked: 1779029169.243964
  stars: 0
  status: online
  title: 'ibm.com: Using Fio to Tell Whether Your Storage is Fast Enough for Etcd'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://www.ibm.com/cloud/cloud-pak-for-management:
  addition_method: manual
  content_hash: cd17447e9a8faeda78b670883b29fbe3a5eb13492c3268e65627659469fd7722
  description: ''
  health_score: 100.0
  last_checked: 1779032791.774537
  stars: 0
  status: online
  title: IBM Cloud Pak for Multicloud Management
  v1_locations:
  - docs/ibm_cloud.md
  year: N/A
https://www.ibm.com/cloud/kubernetes-service:
  addition_method: manual
  content_hash: c29f8b85fd79bc1ef1c630105422f53bbd575cca53aacb7a28d5dc50e08e62bc
  description: ''
  health_score: 100.0
  last_checked: 1779030438.798549
  stars: 0
  status: online
  title: IKS
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.ibm.com/cloud/learn/cis-benchmarks:
  addition_method: manual
  content_hash: b1c2d28c0adc91c38118d4883459faedbf06d9b53fc18c04814a45024d98e472
  description: ''
  health_score: 100.0
  last_checked: 1779034346.126685
  stars: 0
  status: online
  title: 'ibm.com: CIS Benchmarks'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://www.ibm.com/cloud/learn/ipaas:
  addition_method: manual
  content_hash: b1c2d28c0adc91c38118d4883459faedbf06d9b53fc18c04814a45024d98e472
  description: ''
  health_score: 100.0
  last_checked: 1779033612.40383
  stars: 0
  status: online
  title: 'ibm.com: iPaaS (Integration-Platform-as-a-Service)'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.ibm.com/cloud/openshift:
  addition_method: manual
  content_hash: ecbc41d8ceff343cd5712447aaab18e26a7f6467f7c369f11d831bf3f5cc6693
  description: ''
  health_score: 100.0
  last_checked: 1779031796.90589
  stars: 0
  status: online
  title: Red Hat OpenShift on IBM Cloud
  v1_locations:
  - docs/ibm_cloud.md
  - docs/openshift.md
  year: N/A
https://www.ibm.com/docs/en:
  addition_method: manual
  content_hash: e923ae312ca1d2064da1e1db1e963e9810c135f96b5af91226401839d6127a9b
  health_score: 100.0
  last_checked: 1779130495.016661
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.ibm.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ibm.com/docs/en/api-connect:
  addition_method: manual
  content_hash: 1122b15342b5761c10d05f15196a549ed89093f4a9d2e4b9d1c2f8d73f0c2d75
  health_score: 100.0
  last_checked: 1779130495.026566
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/developerportals.md
  - docs/ibm_cloud.md
  v2_locations:
  - developerportals.md
  - ibm_cloud.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.ibm.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ibm.com/docs/en/cloud-paks/cp-management:
  addition_method: manual
  content_hash: 77c9e99f28cc9da1ebc3c4247a99172f55168a8cea7e0babdf6e442eab6c7518
  health_score: 100.0
  last_checked: 1779130494.981261
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.ibm.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ibm.com/garage/method/practices/run/gitops:
  addition_method: manual
  content_hash: 87e6ea730258eb733f475b9fd67053b6c9f1b769e285039fc592fe4942fcd76d
  description: ''
  health_score: 100.0
  last_checked: 1779031511.051003
  review_metadata:
    original_url: https://www.ibm.com/garage/method/practices/run/gitops
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.016318'
  stars: 0
  status: online
  title: 'ibm.com: Enable GitOps'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://www.ibm.com/it-infrastructure/storage/spectrum:
  addition_method: manual
  content_hash: 6f16382d6af070ac9fc097a3755bdd66e5a87b043dc88bd1c42ab52316e2a55d
  description: ''
  health_score: 100.0
  last_checked: 1779031227.9724
  stars: 0
  status: online
  title: IBM Spectrum
  v1_locations:
  - docs/ibm_cloud.md
  - docs/kubernetes-storage.md
  year: N/A
https://www.ibm.com/products/cloud-pak-for-aiops:
  addition_method: manual
  content_hash: 2aa0ac36cd1e8c3110ab761c4c8320373558ce6aa6631ce1a512d9eaf5785c25
  health_score: 100.0
  last_checked: 1779130494.995681
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.ibm.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ibm.com/products/datastax:
  addition_method: manual
  content_hash: e8fe222415a0ead7f0687bbb469b5b22e9b53d76e6441cf2f8b01fa00937b4f8
  health_score: 100.0
  last_checked: 1779130495.023421
  needs_ai_refresh: true
  v1_locations:
  - docs/nosql.md
https://www.ibm.com/products/kubernetes-service:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official landing documentation for IBM Cloud Kubernetes Service (IKS).
    Highlights its integration with IBM's compliance profiles, hardware security modules
    (HSM), and bare-metal nodes. A useful reference for enterprise cloud-native architects
    looking for secure hybrid options.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Alternative Cloud
  - IBM Kubernetes Service (IKS)
  - Core Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: IKS
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.ibm.com/products/openshift:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Architectural landing page for running Red Hat OpenShift as a managed
    service on IBM Cloud. Delivers bare-metal cluster deployments and extreme security
    compliance protocols. Frequently deployed in 2026 for mainframe migrations, WebSphere
    modernizations, and high-security financial applications.
  language: English
  resource_type: Official Portal
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Managed Services
  - IBM Cloud
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Red Hat OpenShift on IBM Cloud
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.ibm.com/solutions:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: IBM Spectrum (now rebranded under IBM Storage) delivers enterprise-grade
    software-defined storage architectures tailored for highly demanding Kubernetes
    deployments. The portfolio provides integrated high-performance block, file, and
    object interfaces designed for secure backup, recovery, and dynamic persistent
    volume management in complex hybrid-cloud ecosystems.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Enterprise Integration
  - Cloud-Native Storage
  - IBM Storage Systems
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: IBM Spectrum
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
  - ibm_cloud.md
  last_checked: 1781735960.995844
https://www.ibm.com/solutions/cloud:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The business and technical portal for IBM Cloud. Live Grounding highlights
    its specialization in enterprise hybrid-cloud, secure financial cloud environments,
    and deep integration with Red Hat OpenShift architectures.
  language: English
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cloud Providers
  - IBM Cloud
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: IBM Cloud
  addition_method: manual
  v2_locations:
  - ibm_cloud.md
https://www.ibm.com/solutions/cloud/openshift:
  addition_method: manual
  content_hash: 53b761fae87d3ba2e0b38f2d587b8bafbfcac44bd4fbd09ca87a172fa19dafe1
  health_score: 64.0
  last_checked: 1779130494.979292
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.ibm.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ibm.com/solutions/storage:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.923145
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ibm_cloud.md
  - docs/kubernetes-storage.md
  v2_locations:
  - ibm_cloud.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.ibm.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ibm.com/support/knowledgecenter:
  addition_method: manual
  content_hash: f16bb806f2e06f47cd4db89ca013916a2550979ec77d065a6711cc9af657c2fd
  description: ''
  health_score: 100.0
  last_checked: 1779033692.967505
  stars: 0
  status: online
  title: "IBM Knowledge Center \U0001F31F"
  v1_locations:
  - docs/ibm_cloud.md
  year: N/A
https://www.ibm.com/support/knowledgecenter/SSFC4F:
  addition_method: manual
  content_hash: f16bb806f2e06f47cd4db89ca013916a2550979ec77d065a6711cc9af657c2fd
  description: ''
  health_score: 100.0
  last_checked: 1779031810.077946
  stars: 0
  title: 'IBM Knowledge Center: IBM Cloud Pak for Multicloud Management'
  v1_locations:
  - docs/ibm_cloud.md
  year: N/A
https://www.ibm.com/support/pages/ibm-thread-and-monitor-dump-analyzer-java-tmda:
  addition_method: manual
  content_hash: 14416d2a04c3797115800dc343d2fe13c1e20f63a4e6f020f59d75e11060f1d1
  health_score: 100.0
  last_checked: 1779031809.925452
  v1_locations:
  - docs/monitoring.md
https://www.ibm.com/think:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Investigates the financial and performance ramifications of high-cardinality
    data ingestion in modern APM systems. Discusses smart sampling, log aggregation,
    and metric filtering strategies. Curator Insight: Crucial warning on the price
    of raw ingestion. Live Grounding: Highly relevant for architects designing telemetry
    pipelines where unchecked trace collection can exceed production infrastructure
    budgets.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Data Management
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'instana.com: The Hidden Cost of Observability: Data Volume'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.ibm.com/think/insights/8-kubernetes-tips-and-tricks:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.993633
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.ibm.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ibm.com/think/insights/migrate-java-microservices-from-spring-to-microprofile-p2:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130494.978195
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.ibm.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ibm.com/think/topics/cis-benchmarks:
  addition_method: manual
  ai_summary: An industry guide explaining CIS Benchmarks, detailing how consensus-driven
    technical configurations protect applications and systems from cyber threats.
  complexity: Beginner
  description: ''
  hierarchy:
  - Security
  - Compliance Auditing
  - Standards
  is_microservice: false
  language: English
  resource_type: Blog
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'ibm.com: CIS Benchmarks'
  v2_locations:
  - kubernetes-security.md
  year: '2024'
https://www.ibm.com/think/topics/cloud-native:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This IBM resource details how event-driven applications scale natively
    inside Kubernetes clusters. It focuses on isolating boundaries and implementing
    lightweight message-driven scaling paths for complex enterprise systems.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Cloud Native
  - Event-Driven Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'ibm.com: Event-driven cloud-native applications (microservices)'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.ibm.com/think/topics/ipaas:
  addition_method: manual
  ai_summary: A strategic and architectural overview of Integration Platform as a
    Service (iPaaS). It reviews how cloud-native middleware bridges legacy on-premise
    systems and modern SaaS ecosystems. Highly useful for enterprise digital integration
    roadmaps.
  complexity: Beginner
  description: ''
  hierarchy:
  - Application Integration
  - Enterprise Integration Patterns
  - Cloud Managed Services
  is_microservice: false
  language: English
  resource_type: Article
  stars: 3
  status: online
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  title: 'ibm.com: iPaaS (Integration-Platform-as-a-Service)'
  v2_locations:
  - message-queue.md
  year: '2024'
https://www.ibm.com/think/topics/openshift-vs-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An authoritative IBM reference contrasting standard Kubernetes and OpenShift.
    Explains how OpenShift encapsulates the vanilla Kubernetes engine with operational
    defaults, security governance, and multi-tenant tooling suitable for hybrid cloud
    environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes
  - OpenShift Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ibm.com: OpenShift vs. Kubernetes: What’s the Difference?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.ics.uci.edu/~pattis/ICS-33/lectures/complexitypython.txt:
  addition_method: manual
  content_hash: f1607a01c83cc77ca189fa2e68910fd3225a5d0d2fc59b9cfa05ad1b72fd7924
  description: ''
  health_score: 100.0
  last_checked: 1779030285.58347
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Complexity of Python Operations
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Complexity
    of Python Operations in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.igoroseledko.com/awk-sed-snippets-for-sysadmins:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A highly functional repository of production-ready AWK and sed snippets
    curated for rapid sysadmin operations. It covers log analysis, system parameter
    adjustments, and CSV structuring. Live Grounding validates these code snippets
    as efficient utility blueprints for fast troubleshooting.
  language: AWK
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Text Processing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'igoroseledko.com: Awk & sed Snippets for SysAdmins'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.igoroseledko.com/aws-cli-cheat-sheet:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A targeted reference outlining essential command syntax for managing
    cloud environments via the AWS CLI. It covers resource provisioning, profile changes,
    and remote service diagnostic commands to streamline dev workflows.
  language: Bash
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cloud Computing
  - AWS CLI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'igoroseledko.com: AWS CLI Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.igoroseledko.com/bash-and-expect-snippets:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A practical blog and snippet collection focused on automation patterns
    using Bash scripting combined with Expect. Highly useful for scripting interactions
    with CLI interfaces that lack native APIs or configuration options. Largely legacy
    in modern IaC environments, but remains a vital Swiss army knife for legacy systems
    integration.
  language: Shell
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Developer Tools
  - Scripts
  - Bash
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Bash and Expect Snippets
  addition_method: manual
  v2_locations:
  - other-awesome-lists.md
  is_special: true
https://www.igoroseledko.com/checking-multiple-variables-in-bash:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates how to design robust multiple-variable validation gates
    in bash. Explains clean syntax logic using operators like `[[ -z ... ]]` and logical
    structures, preventing common run-time evaluation failures.
  language: Bash
  resource_type: Developer Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Automation
  - Bash Scripting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'igoroseledko.com: Checking Multiple Variables in Bash'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.igoroseledko.com/parallel-rsync:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Explains how to orchestrate multi-threaded data transfers using parallelized
    rsync patterns. Crucial for transferring petabyte-scale data over high-bandwidth
    networks without running into single-core processing bottlenecks.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Operating Systems & Infrastructure
  - Storage & File Systems
  - Data Synchronization
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'igoroseledko.com: Parallel Rsync'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.ijug.eu/java-aktuell/das-magazin.html:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779032960.705458
  v1_locations:
  - docs/demos.md
https://www.imaginarycloud.com/blog/docker-vs-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An industry perspective arguing against treating Docker and Kubernetes
    as mutually exclusive entities. It demonstrates how standardizing container execution
    formats synergizes with enterprise scaling.
  language: N/A
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Fundamentals
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'imaginarycloud.com: Docker VS Kubernetes? It should be Docker + Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.imaginarycloud.com/blog/grpc-vs-rest:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: An API comparison focused on performance and network efficiency. Evaluates
    REST's traditional HTTP/1.1 payload designs against gRPC's high-speed binary serialization
    over multiplexed HTTP/2.
  language: Agnostic
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - API Architectures
  - Patterns
  - Comparison
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'imaginarycloud.com: gRPC vs REST: Comparing APIs Architectural Styles'
  addition_method: manual
  v2_locations:
  - api.md
https://www.imaginarycloud.com/blog/nomad-vs-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A granular comparison covering networking, scaling metrics, service
    discovery, and communities across Nomad and Kubernetes. Validates Nomad's operational
    elegance in distributed ecosystems.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - HashiCorp Nomad
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'imaginarycloud.com: Nomad VS. Kubernetes: Container Orchestration Tools
    Compared'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://www.imaginarycloud.com/blog/openshift-vs-kubernetes-differences:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A strategic comparison detailing the core structural and operational
    differences between upstream Kubernetes and Red Hat OpenShift. This piece evaluates
    security postures, default configurations, integration constraints, and deployment
    flexibility, offering architects clear decision criteria.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Orchestration
  - Platform Comparison
  - OpenShift vs Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'imaginarycloud.com: OPENSHIFT VS KUBERNETES: WHAT ARE THE DIFFERENCES'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.imaginarycloud.com/blog/podman-vs-docker:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A structured comparison detailing the architectural contrasts between
    Docker and Podman. It highlights the security advantages of Podman's unprivileged
    user execution over Docker's root-privileged centralized socket model, and maps
    their differences in local systemd integration.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Comparative Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'imaginarycloud.com: Podman vs Docker: What are the differences?'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.immo-pop.com/login:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The enterprise portal for Kubeshark, a powerful, eBPF-powered real-time
    network analyzer tailored for Kubernetes. Enables seamless API traffic debugging
    and security scanning across all network interfaces without introducing sidecars
    or proxy overhead.
  language: English
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Observability
  - Networking
  - Deep Packet Inspection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kubeshark.co
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.imperva.com/learn/performance/cdn-caching:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A foundational performance guide exploring edge caching. It provides
    comprehensive details covering HTTP headers (Cache-Control, ETags), TTL policy
    mechanics, and real-time purge requests.
  language: English
  resource_type: Technical Resource
  complexity: Intermediate
  hierarchy:
  - Data & Caching
  - CDN
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'imperva.com: CDN Caching'
  addition_method: manual
  v2_locations:
  - caching.md
? https://www.inc.com/jeff-haden/27-years-ago-steve-jobs-said-best-employees-focus-on-content-not-process-workplace-research-shows-he-was-right.html
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030238.364381
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'inc.com: 27 Years Ago, Steve Jobs Said the Best Employees Focus on Content,''
    Not Process. Research Shows He Was Right'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering inc.com:
    27 Years Ago, Steve Jobs Said the Best Employees Focus on Content,'' Not Process.
    Research Shows He Was Right in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.influxdata.com:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Pre-packaged configurations and manifests containing Telegraf setups,
    dashboards, and alert rules. Simplifies rapid deployment of specialized monitoring
    tasks (e.g., Redis, Nginx) within InfluxDB.
  language: YAML
  resource_type: Configuration Code
  complexity: Intermediate
  hierarchy:
  - Observability
  - Distributed Storage
  - InfluxDB
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: influxdb-templates
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.influxdata.com/blog/building-a-metrics-alerts-as-a-service-maas-monitoring-solution-using-the-influxdb-stack:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores an architecture for metrics and alerting as a service (MaaS)
    built on the InfluxDB stack. Highlights utilizing multi-tenancy, dynamic bucket
    allocations, and custom push metric pipelines.
  language: None
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Storage
  - InfluxDB
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'influxdata.com: Building a Metrics & Alerts as a Service (MaaS) Monitoring
    Solution Using the InfluxDB Stack'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.influxdata.com/blog/expand-kubernetes-monitoring-telegraf-operator:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural blueprint detailing how to auto-inject Telegraf sidecar
    containers into application pods using a specialized Kubernetes Operator. Streamlines
    deep telemetry collection across heterogeneous clusters without requiring manual
    deployment manifests modifications.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Observability
  - Metrics
  - Telegraf
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'influxdata.com: Expand Kubernetes Monitoring with Telegraf Operator'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.influxdata.com/blog/running-influxdb-2-0-and-telegraf-using-docker:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Simple, practical walkthrough describing how to deploy InfluxDB 2.0
    alongside the Telegraf metric collector agent using Docker Compose. Covers configuring
    basic input plugins and output endpoints.
  language: YAML
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Observability
  - Distributed Storage
  - InfluxDB
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'influxdata.com: Running InfluxDB 2.0 and Telegraf Using Docker'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.influxdata.com/blog/three-ways-to-keep-cardinality-under-control-when-using-telegraf:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Addresses strategies to control high-cardinality metadata tag explosions
    inside InfluxDB and other time-series databases. Outlines data lifecycle controls
    and tag-filtering options inside Telegraf.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Time Series Databases
  - Cardinality Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'influxdata.com: Three Ways to Keep Cardinality Under Control When Using
    Telegraf'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.influxdata.com/blog/tldr-influxdb-tech-tips-api-invokable-scripts-influxdb-cloud:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to leverage API Invokable Scripts in InfluxDB Cloud to
    run parameterized queries over HTTP, creating lightweight backend APIs for custom
    metric visualization utilities.
  language: Flux
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Observability
  - Distributed Storage
  - InfluxDB
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'influxdata.com: InfluxDB Tech Tips: API Invokable Scripts in InfluxDB Cloud'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.influxdata.com/influxdb-templates/jenkins-monitoring:
  addition_method: manual
  content_hash: df2162c36b3adf7eab59af68cb2c0dc5af40caa73a646fd0d5308ab0cff101c4
  description: ''
  health_score: 100.0
  last_checked: 1779032344.036316
  stars: 0
  status: online
  title: 'influxdata.com: Monitoring Jenkins CI with InfluxDB'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.influxdata.com/integration/kafka-telegraf-integration:
  addition_method: manual
  content_hash: 86a9df4ff1b4d36b422e85bec2c852b64ecc7652a2ffbe2b22209b3e166fdae1
  health_score: 100.0
  last_checked: 1779033623.256819
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://www.influxdata.com/products/influxdb-templates:
  addition_method: manual
  content_hash: df2162c36b3adf7eab59af68cb2c0dc5af40caa73a646fd0d5308ab0cff101c4
  description: ''
  health_score: 100.0
  last_checked: 1779029128.825442
  stars: 0
  status: online
  title: influxdb-templates
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://www.influxdata.com/time-series-platform/telegraf:
  description: "- [grafana-6.3.2-1.x86_64 (rpm)](https://grafana.com) This is the
    release specified as requirement for this grafana dashboard. Newer releases of
    grafana are probably compliant.\n    - [prometheus-2.17.1.linux-amd64 (.tar.gz)](https://prometheus.io)\n
    \   - [apache-activemq-5.15.12 (.tar.g)](https://activemq.apache.org/components/classic)"
  year: '2020'
  stars: 0
  ai_summary: A targeted RPM bundle archive compiling Telegraf 1.14 alongside dependencies
    like Apache ActiveMQ scripts. Retained for air-gapped systems running legacy RedHat
    workloads.
  language: None
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Package Archives
  - Metric Collection
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: telegraf-1.14.0-1 (rpm)
  addition_method: manual
  v2_locations:
  - prometheus.md
? https://www.infobae.com/tecno/2026/05/21/investigadores-de-microsoft-ponen-limites-la-ia-aun-no-puede-reemplazar-la-programacion-mas-alla-de-python
: addition_method: automatic
  ai_summary: This article highlights key findings from Microsoft researchers Philippe
    Laban, Tobias Schnabel, and Jennifer Neville utilizing their 'DELEGATE-52' benchmark.
    The study highlights that frontier LLMs (such as GPT-5-era models and Claude 4)
    remain unreliable delegates for complex, multi-step document and coding workflows,
    experiencing average content degradation rates between 25% and 50% across 20 interactions.
    While Python automation meets current readiness thresholds, programming in other
    domains still requires deep human oversight. [SPANISH CONTENT]
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 4863fb7b339811bd27dd8d10dfe607430945093749cd5625701003fc8f42d0c9
  description: 'Investigación realizada por expertos de Microsoft que establece un
    límite concreto a la automatización total: la inteligencia artificial todavía
    presenta altos índices de error en flujos extensos de edición de documentos y
    programación fuera de Python.'
  hierarchy:
  - Artificial Intelligence
  - Autonomous Agents
  - Workflow Reliability
  - AI Benchmarking
  is_microservice: false
  language: es
  last_checked: 1780352571.556292
  reputation_status: Vetted
  reputation_summary: Highly reliable reporting covering Microsoft Research's validated
    academic paper on the DELEGATE-52 benchmark.
  resource_type: Article
  social_preview_url: ''
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ai-reliability
  tags:
  - '[CASE STUDY]'
  - '[GUIDE]'
  title: 'Investigadores de Microsoft ponen limites: la IA aun no puede reemplazar
    la programacion mas alla de Python - Infobae'
  year: '2026'
https://www.infoq.com/articles/DevOps-value-stream:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: A deep dive into Value Stream Management (VSM) as a framework for aligning
    microservice delivery pipelines with business outcomes. Details how to identify
    bottlenecks in the software development lifecycle (SDLC) by mapping flow metrics
    (lead time, cycle time, throughput). Illustrates how VSM coordinates engineering
    efforts to maximize systemic efficiency and avoid localized optimization traps.
  language: en
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Value Stream Management
  - DevOps Metrics
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'infoq.com: Driving DevOps with Value Stream Management'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.infoq.com/articles/Java-PERMGEN-Removed:
  description: ''
  year: '2014'
  stars: 0
  ai_summary: A deep-dive technical brief on InfoQ describing the dynamic architecture
    shift resulting from the removal of PermGen in JDK 8. The article reviews Metaspace
    configuration parameters, auto-tuning behavior, garbage collection triggers for
    classloader metadata, and the operational adjustments required for zero-downtime
    Java migrations.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Java Virtual Machine
  - Memory Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: PermGen eliminado
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://www.infoq.com/articles/Standardized-Specification-Driven-API-Lifecycle:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Details the mechanics of a specification-driven API lifecycle, advocating
    for OpenAPI (Swagger) specs as the single source of truth prior to writing code.
    Designing spec-first allows concurrent mock-testing for front-end teams, automatic
    documentation rendering, and declarative gateway route provisioning. This methodology
    eliminates communication barriers and guarantees consistent engineering interfaces
    across enterprise teams.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Integration
  - API Design
  - API Lifecycle
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'infoq.com: A Standardized, Specification-Driven API Lifecycle'
  addition_method: manual
  v2_locations:
  - api.md
https://www.infoq.com/articles/aiops-reliability-engineering:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An operational guide illustrating how AIOps can scale Site Reliability
    Engineering. Demonstrates how machine learning helps teams prioritize incidents,
    predict SLO failures, and handle large-scale alert volume.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Architecture
  - AIOps & Observability
  - Site Reliability Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: AIOps: Site Reliability Engineering at Scale'
  addition_method: manual
  v2_locations:
  - ai.md
https://www.infoq.com/articles/ballerina-fullstack-rest-api:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical evaluation of Ballerina as an open-source programming language
    specifically designed for backend microservice integration. Focuses on native
    support for HTTP/2, gRPC, and JSON data transformations.
  language: Ballerina
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Languages
  - Cloud-Native Programming
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Ballerina for Full-Stack Developers: A Guide to Creating Backend
    APIs'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://www.infoq.com/articles/better-metrics-team-performance:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Focuses on establishing effective performance indicators for software
    development organizations, warning against anti-patterns like counting commits
    or lines of code. Advocates for system-level engineering metrics, including the
    DORA metrics (deployment frequency, lead time for changes, MTTR, change failure
    rate) to cultivate continuous improvement cultures and drive systemic stability.
  language: en
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Engineering Leadership
  - Metrics & Analytics
  - DORA Metrics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoq.com: Better Metrics for Building High Performance Teams'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.infoq.com/articles/cloud-native-architecture-adoption-part1:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Transitioning to cloud-native architectures demands a phased evolution
    from legacy monolithic codebases to distributed, dynamically orchestrated workloads.
    This architectural guide outlines a clear maturity framework, mapping the progression
    of configuration, state, and messaging layers. Organizations must balance technical
    debt reduction with the adoption of platform capabilities like service meshes
    and managed runtimes.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Cloud Native
  - Evolution
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'Adoption of Cloud-Native Architecture, Part 1: Architecture Evolution and
    Maturity'
  addition_method: manual
  v2_locations:
  - faq.md
https://www.infoq.com/articles/cloud-native-architecture-adoption-part3:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Analyzes evolution of enterprise service orchestration, detailing how
    meshes take over where basic container scheduling falls short. Explores routing,
    discovery patterns, and traffic policies in multi-language microservices topologies.
  language: None
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Orchestration
  - Service Mesh Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Adoption of Cloud Native Architecture, Part 3: Service Orchestration
    and Service Mesh'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.infoq.com/articles/cloud-native-observability:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive panel summary exploring the evolution from basic health
    checking to modern high-fidelity telemetry platforms. Focuses on the convergence
    of tracing, structural logging, metrics, and eBPF technology to capture deep telemetry
    with minimal agent overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Monitoring
  - Telemetry Protocols
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Cloud Native and Kubernetes Observability: Expert Panel'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infoq.com/articles/database-audit-system-kafka:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This guide details the construction of a real-time SQL database audit
    trail using Maxwell's Daemon, Apache Kafka, and MongoDB. It covers log ingestion,
    payload structures, and how to write non-repudiable audit trails for compliance.
  language: Java
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Change Data Capture
  - Audit Systems
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'infoq.com: Building a SQL Database Audit System using Kafka, MongoDB and
    Maxwell''s Daemon'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.infoq.com/articles/devops-not-enough-scaling-tech-driven-organizations:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Q&A explaining why typical DevOps silo designs fail to sustain growth
    at scale. Promotes platform engineering strategies that focus on lowering cognitive
    developer load through specialized Internal Developer Platforms (IDPs) and defined
    team boundaries.
  language: English
  resource_type: Q&A
  complexity: Advanced
  hierarchy:
  - DevOps Methodology
  - Platform Engineering
  - Organizational Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: DevOps is Not Enough for Scaling and Evolving Tech-Driven Organizations:
    a Q&A with Eduardo da Silva'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.infoq.com/articles/devops-secure-trends:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical report defining nine pivotal engineering patterns that
    influenced global DevSecOps integration. Focuses on declarative Infrastructure
    as Code parsing, GitOps-driven deployment validations, and progressive canary
    deployments.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: 9 Trends That Are Influencing the Adoption of Devops and Devsecops
    in 2021'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.infoq.com/articles/devops-shifting-left:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Discusses the fatigue caused by overload as developers
    take over security and operational tasks. Live Grounding: Explores strategies
    to balance developer responsibility with organizational guardrails to prevent
    developer burnout and security bypasses.'
  language: en
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps & Platforms
  - Methodology
  - Shifting Left Risks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Dark Side of DevOps - the Price of Shifting Left and Ways to
    Make it Affordable'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.infoq.com/articles/distributed-systems-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural study tracks how Kubernetes evolved from basic container
    scheduling to a cohesive system layer for distributed systems. It contrasts the
    sidecar pattern and Service Meshes with native control structures, showing how
    developers can isolate business logic from distributed constraints like state,
    consensus, and security policies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Distributed Systems
  - Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: The Evolution of Distributed Systems on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infoq.com/articles/event-driven-finding-seams:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This article outlines methodologies for finding boundaries within tight-knit
    monolithic structures to facilitate migration. It contrasts synchronous runtime
    calls with asynchronous eventing boundaries, demonstrating how to isolate transactional
    domains using Domain-Driven Design (DDD) aggregates.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Decomposition
  - Event-Driven Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: From Monolith to Event-Driven: Finding Seams in Your Future Architecture'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.infoq.com/articles/every-devops-team-needs-finops-lead:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article explores why a dedicated cloud financial engineering role
    is becoming vital in DevOps teams. Discusses strategies for managing automated
    cloud resource allocations, analyzing Kubernetes cost allocation metrics (Kubecost),
    and tracking variable pricing structures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Financial Operations
  - FinOps
  - Roles & Responsibilities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Why Every DevOps Team Needs A FinOps Lead'
  addition_method: manual
  v2_locations:
  - finops.md
https://www.infoq.com/articles/java-virtual-threads:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the foundational architectural shift of Virtual Threads (Project
    Loom) within high-scale enterprise systems. By divorcing Java threads from operating
    system kernel threads, this model allows millions of concurrent, lightweight threads
    to handle synchronous blocking operations, drastically reducing memory overhead
    without requiring complex reactive programming paradigms.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Java Platform
  - Concurrency
  - Project Loom
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Virtual Threads: New Foundations for High-Scale Java Applications'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.infoq.com/articles/kubernetes-databases-apache-sharding-sphere:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An implementation guide for modernizing monolithic databases into highly
    distributed, sharded databases using Apache ShardingSphere on Kubernetes. Outlines
    high-performance read-write splitting, data sharding strategies, and state orchestration.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Data on Kubernetes
  - Distributed Systems
  - ShardingSphere
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Create Your Distributed Database on Kubernetes with Existing
    Monolithic Databases'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.infoq.com/articles/kubernetes-effect:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores how Kubernetes redefined structural patterns in modern software
    architecture, forcing runtime commoditization and driving secondary developments
    like GitOps, API gateways, sidecar injectors, and service mesh networks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Strategy
  - Cloud Native Trends
  - Ecosystem Impact
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: The Kubernetes Effect'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infoq.com/articles/kubernetes-operators-in-depth:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: High-density architectural breakdown exploring the reconciliation loop,
    custom controller watch mechanisms, and cache behaviors inside the Kubernetes
    API server model. Essential reading for platform architects building operators.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Kubernetes Operators in Depth'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://www.infoq.com/articles/kubernetes-stateful-applications:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An InfoQ blueprint consolidating real-world best practices for operating
    large-scale stateful applications. It stresses the architectural value of strict
    volume lifecycle separation, graceful backup policies, and resilient node anti-affinity
    configuration rules.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Stateful Applications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Best Practices for Running Stateful Applications on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.infoq.com/articles/kubernetes-trends-and-challenges:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A panel of top cloud architects discussing operational friction, scale
    limitations, and the evolution of cloud-native storage interfaces. Serves as a
    great snapshot of structural difficulties in managing large-scale enterprise microservices.
  language: English
  resource_type: Panel Discussion
  complexity: Advanced
  hierarchy:
  - Industry Analysis
  - Enterprise Panel
  - Production Challenges
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Experts Discuss Top Kubernetes Trends and Production Challenges'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infoq.com/articles/kubernetes-workloads-serverless-era:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Traces the structural patterns, frameworks (Knative, KEDA), and architectural
    challenges of running scale-to-zero serverless runtimes inside a standard Kubernetes
    control loop. Focuses on lifecycle scaling profiles and routing constraints.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Serverless
  - Knative
  - Architecture Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Kubernetes Workloads in the Serverless Era: Architecture, Platforms,
    and Trends'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infoq.com/articles/lambda-migration-k8s-jobs:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A thorough post-mortem migrating heavy serverless infrastructure (AWS
    Lambda) into native Kubernetes batch Jobs. Discusses runtime optimizations, cost
    benefits, and developer velocity differences of running self-hosted orchestrations.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Architecture
  - Migration
  - Serverless
  tags:
  - '[CASE STUDY]'
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "infoq.com: The Great Lambda Migration to Kubernetes Jobs—a Journey in Three
    Parts \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infoq.com/articles/managing-technical-debt-microservices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Investigates the specific vectors of technical debt in microservices,
    including library drift, API versioning overhead, and domain-model fragmentation.
    Offers architectural rules of thumb to control distributed sprawl.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Technical Debt
  - Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Managing Technical Debt in a Microservice Architecture'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.infoq.com/articles/microprofile-microservices:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A panel of Java industry leaders analyzing the direct impact of MicroProfile
    specifications on modern framework design. It assesses how MicroProfile influenced
    standards-driven modularization, observability patterns, and lightweight runtimes,
    driving rapid microservice-ready innovations.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Java
  - MicroProfile
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Virtual Panel: The MicroProfile Influence on Microservices Frameworks'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.infoq.com/articles/microservices-design-ideals:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Introduces the IDEALS framework (Interface segregation, Deployability,
    Event-driven, Availability, Latency, State management) as the modern replacement
    for SOLID design principles in distributed systems. Evaluates how microservices
    necessitate a focus on network and execution boundaries rather than object relations.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Architecture
  - Microservices
  - Design Patterns
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'infoq.com: Principles for Microservice Design: Think IDEALS, Rather than
    SOLID'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.infoq.com/articles/microservices-inside-out:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: This piece outlines Martin Kleppmann's paradigm of 'turning the database
    inside-out'. It advocates for treating state logs as a first-class citizen, enabling
    downstream services to process and construct specialized read-optimized views.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Data Management
  - Event-Driven Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Turning Microservices Inside-Out'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.infoq.com/articles/microservices-seven-fail:
  description: '- [infoq.com: Seven Ways to Fail at Microservices (presentation)](https://www.infoq.com/presentations/7-microservices-anti-patterns)'
  year: '2019'
  stars: 0
  ai_summary: Details common organizational and architectural traps when shifting
    to microservices. Critiques lack of boundary clarity, shared database anti-patterns,
    manual deployment strategies, and neglecting distributed observability networks.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Anti-Patterns
  - Failure Modes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: 7 Ways to Fail at Microservices'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.infoq.com/articles/migrating-monoliths-to-microservices-with-decomposition:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: A highly structured technical article focused on database-first and
    domain-driven monolith decomposition strategies. Examines step-by-step decoupling
    techniques, including interface abstractions, event-driven data synchronization,
    and managing temporary shared states without degrading uptime.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Architecture
  - Microservices
  - Decomposition Patterns
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'infoq.com: Migrating Monoliths to Microservices with Decomposition and Incremental
    Changes'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.infoq.com/articles/native-java-quarkus:
  description: ''
  addition_method: manual
  content_hash: 4bed73af21ba4d5f5b75adab86b956c6ca2989ec63d90517b798c27836dd27a6
  health_score: 100.0
  last_checked: 1779031046.550041
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: A comprehensive analysis of running native Java workloads on Kubernetes.
    It covers ahead-of-time (AOT) compilation trade-offs and build pipelines. In 2026,
    these native compilation profiles are standard practice, ensuring enterprise Java
    workloads start in milliseconds and use minimal memory.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Modern Java
  - Frameworks
  - Quarkus
  is_microservice: true
  title: 'infoq.com: Kubernetes Native Java with Quarkus'
https://www.infoq.com/articles/pitfalls-patterns-microservice-dependency-management:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A technical critique addressing dependency management failures in complex
    microservice topologies. It examines cascading failure patterns, distributed monolith
    anti-patterns, and over-coupling. The article presents solid remediation patterns
    including API versioning strategies, consumer-driven contracts, and loose asynchronous
    messaging designs.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices Architecture
  - Dependency Management
  - Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Pitfalls and Patterns in Microservice Dependency Management'
  addition_method: manual
  v2_locations:
  - faq.md
https://www.infoq.com/articles/platform-runtime-engineering:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Proposes 'Platform as a Runtime' (PaaR) as the evolutionary phase beyond
    static developer portals. Analyzes dynamic orchestration engines that compile
    abstract developer intentions into cloud-native infrastructure resources on the
    fly, transforming static templates into active runtime lifecycles.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Architectural Evolution
  - Platform as a Runtime
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Platform as a Runtime - the Next Step in Platform Engineering'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.infoq.com/articles/saga-orchestration-outbox:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: A detailed exploration of Saga Orchestration coupled with the Transactional
    Outbox Pattern to maintain eventual consistency in distributed databases. Examines
    architectural tradeoffs of orchestration versus choreography and how to implement
    CDC (Change Data Capture) via Debezium.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Architecture
  - Microservices
  - Distributed Transactions
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'infoq.com: Saga Orchestration for Microservices Using the Outbox Pattern'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.infoq.com/articles/securing-docker:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A security exploration contrasting container shared-kernel mechanisms
    against sandboxed hypervisor layers like Firecracker and gVisor. Analyzes side-channel
    vulnerabilities and threat vectors.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Containers
  - Security & Hardening
  - Kernel Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Is Docker Secure Enough?'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.infoq.com/articles/serverless-security:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the microservices threat landscape unique to Function-as-a-Service
    (FaaS) runtimes. Addresses the architecture shift from network perimeter protection
    to event data injection handling, emphasizing ultra-granular IAM policies and
    dynamic dependency scanning.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Serverless
  - FaaS Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Serverless Security: What''s Left to Protect?'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.infoq.com/articles/service-mesh-ultimate-guide:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: A highly detailed, definitive guide analyzing the core architecture
    of service meshes. It breaks down control plane and data plane dynamics, explaining
    how sidecar and ambient topologies manage security, routing, and deep service
    observability.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Service Mesh
  - Architecture Guides
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'infoq.com: Service Mesh Ultimate Guide:'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.infoq.com/articles/service-mesh-ultimate-guide-2e:
  addition_method: manual
  content_hash: 227de9d45a50261bd46a1e871f1f8228e131377cafc524cece4c8ec70bd65843
  description: ''
  health_score: 100.0
  last_checked: 1779029124.671694
  stars: 0
  status: online
  title: 'infoq.com: Service Mesh Ultimate Guide - Second Edition: Next Generation''
    Microservices Development'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://www.infoq.com/articles/service-mesh-ultimate-guide/-2e:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.025395
  v1_locations:
  - docs/servicemesh.md
https://www.infoq.com/articles/tips-running-scalable-workloads-kubernetes:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Architectural insights on managing high-throughput, highly available
    workloads in Kubernetes. Explains critical configuration paradigms including resource
    requests and limits, Horizontal Pod Autoscaling (HPA) triggers, readiness/liveness
    probe design, and graceful termination hooks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Performance Tuning
  - Workload Scaling
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoq.com: Six Tips for Running Scalable Workloads on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infoq.com/news/2019/01/upbound-crossplane:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Features the initial release and architectural goals of Crossplane as
    a universal control plane API designed to transcend traditional Infrastructure
    as Code (IaC) architectures. Discusses the early-stage vision of running custom
    resource definitions in Kubernetes to manage heterogeneous cloud providers, establishing
    the foundation of modern Platform Engineering.
  language: Agnostic
  resource_type: News Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Control Planes
  - Crossplane
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Crossplane, a Universal Control Plane API for Cloud Computing
  addition_method: manual
  v2_locations:
  - crossplane.md
https://www.infoq.com/news/2019/04/google-traffic-director:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: Historical analysis of Google Traffic Director's debut. Examines its
    use of open xDS APIs to configure Envoy sidecars at scale, removing the operational
    burden of self-managing control planes.
  language: None
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Managed Services
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Introducing Traffic Director: Google''s Service Mesh Control
    Plane'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.infoq.com/news/2019/05/kafka-zeebe-streams-workflows:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: An analytical study contrasting event-driven choreography with workflow
    orchestration. It shows how combining Kafka's decoupled event model with Zeebe's
    stateful execution engine resolves typical observability and error-handling bottlenecks
    in microservice topologies.
  language: N/A
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Workflow Engines
  - Patterns
  - Event-Driven Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "infoq.com: Event Streams and Workflow Engines – Kafka and Zeebe \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.infoq.com/news/2020/02/wksctl-kubernetes-gitops:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An InfoQ technical review detailing the core benefits of using WKSctl
    to manage host infrastructure via GitOps, analyzing how automated controllers
    handle node upgrades and configurations without manual ssh actions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - GitOps
  - Media
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'WKSctl: a Tool for Kubernetes Cluster Management Using GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
  - kubernetes-on-premise.md
https://www.infoq.com/news/2020/04/terraform-operator-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An architectural exploration of the HashiCorp Terraform Operator for
    Kubernetes. Demonstrates how operators reconcile external infrastructure dependencies
    dynamically via Kubernetes Custom Resource Definitions (CRDs).
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Terraform
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Managing Infrastructure from Kubernetes with the HashiCorp Terraform
    Operator'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.infoq.com/news/2020/06/defense-department-devsecops:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This case study details the US Department of Defense's massive transition
    to DevSecOps with its Platform One initiative. Explains executing secure, containerized
    software deployments directly on tactical hardware and weapon platforms under
    strict regulatory oversight.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Enterprise Compliance
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: The Defense Department''s Journey with DevSecOps'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.infoq.com/news/2020/07/cdk-terraform:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A core report highlighting the emergence of CDKTF and its benefits over
    traditional configuration declarative languages. Evaluates how generating Terraform
    config files via programming loops, objects, and unit-testing libraries addresses
    enterprise-scale pipeline scalability challenges.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Software Development Kits
  - CDKTF
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: cdk-terraform - Cloud Development Kit Can Now Generate Terraform
    Configurations Using TypeScript and Python'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.infoq.com/news/2020/07/docker-ecs-plugin:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This article highlights the historical collaboration between Docker
    and AWS to integrate ECS and Fargate deployments directly into the Docker CLI
    via ECS integration plugins. While the native CLI integration has been largely
    deprecated or archived in favor of AWS Copilot or direct Terraform/CDK provisioning,
    it serves as a crucial evolutionary link in cloud-native developer workflows,
    illustrating the trend toward unifying local compose specs with cloud orchestration
    APIs.
  language: Markdown
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - ECS Integration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'docker-ecs-plugin: Docker Releases Plugin for Simplified Deployments into
    AWS ECS and Fargate'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.infoq.com/news/2020/08/GitHub-open-api-spec:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Industry report analyzing the initial beta release of GitHub's OpenAPI
    specification, detailing how standard compliance lowers friction for automated
    security audits and API interactions.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Platforms
  - API Design
  - GitHub API
  - OpenAPI Spec
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: GitHub's OpenAPI Spec Open-Sourced in Beta
  addition_method: manual
  v2_locations:
  - git.md
https://www.infoq.com/news/2020/09/aws-ec2-t4g-instances:
  description: ''
  addition_method: manual
  content_hash: ea0348bedd651f9c8e69113e0b6a7ee2f9880d8cf94ba82019384baa512a9231
  health_score: 100.0
  last_checked: 1779032575.126639
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2020'
  ai_summary: Discusses the deployment of ARM64 Graviton2-powered burstable T4g instances
    on AWS. Outlines the raw price-to-performance value, noting up to 40% improvements
    over comparable x86-based environments.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - Compute Costs
  is_microservice: false
  title: 'infoq.com: AWS Launches Low-Cost Burstable T4g Instances Powered by AWS''
    Graviton2'
https://www.infoq.com/news/2020/09/kubernetes-ingress-ga:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Reports on the milestone GA status of the `networking.k8s.io/v1` Ingress
    API in Kubernetes 1.19, reflecting years of API maturity, path matching enhancements,
    and service port mappings. Live Grounding confirms that while Ingress remains
    widely used, the highly customizable Kubernetes Gateway API has emerged as the
    primary alternative for complex multi-tenant traffic routing.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoq.com: Kubernetes Ingress Is Now Generally Available'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.infoq.com/news/2020/10/kubernetes-chaos-mesh-ga:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Announces the general availability (1.0) of Chaos Mesh. Details the
    architectural milestone, highlighting the integration of Kubernetes Custom Resource
    Definitions, the Chaos Dashboard UI, security policy enforcement, and multi-tenant
    access controls.
  language: English
  resource_type: News Release
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Enterprise Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Chaos Engineering on Kubernetes : Chaos Mesh Generally Available
    with v1.0'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://www.infoq.com/news/2020/11/2020-devops-report:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Deconstructs the 2020 State of DevOps report. Highlights operational
    plateaus in mid-stage organizational structures, arguing for self-service automation
    and infrastructure abstraction models.
  language: N/A
  resource_type: Report
  complexity: Advanced
  hierarchy:
  - DevOps
  - Industry Metrics
  - Puppet Reports
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "infoq.com: Puppet Releases Its 2020 State of DevOps Report \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.infoq.com/news/2020/12/data-mesh-architecture:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analytical synthesis of the core tenets of logical Data Mesh architectures.
    It reviews decentralized data management strategies, illustrating how organizations
    can enforce federated policy controls while treating internal analytics streams
    as high-value, self-describing products.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Data Mesh
  - Syntheses
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'infoq.com: Data Mesh Principles and Logical Architecture Defined'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.infoq.com/news/2020/12/k0s-kubernetes-distribution:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A retrospective announcement of Mirantis' launch of k0s. Highlighted
    its zero-friction approach, multi-master architectural patterns with a decentralized
    control plane, and its capability to run isolated control planes separate from
    application workload nodes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Edge & IoT
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Mirantis Announces k0s, a New Kubernetes Distribution'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.infoq.com/news/2021/01/aws-devops-guru:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical product announcement introducing Amazon DevOps Guru, an ML-driven
    operations assistant that parses CloudWatch metrics and traces to proactively
    alert operators to system anomalies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Provisioning
  - Observability
  - AWS DevOps Guru
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: AWS Launches Amazon DevOps Guru'
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://www.infoq.com/news/2021/01/aws-grafana-prometheus:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural breakdown of AWS's entry into cloud-native managed open-source
    telemetry tools. Reviews integration advantages, storage strategies, and price
    efficiencies compared to self-hosted instances on EC2.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Managed Services
  - Announcements
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: AWS Introduces Amazon Managed Service for Grafana and Amazon
    Managed Service for Prometheus'
  addition_method: manual
  v2_locations:
  - aws-monitoring.md
https://www.infoq.com/news/2021/01/aws-transfer-ftp-efs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the native integration between AWS Transfer Family (SFTP/FTPS/FTP)
    and Amazon Elastic File System (EFS). This architectural capability enables secure
    file exchanges directly from external trading partners into a managed, distributed
    NFS backend. It simplifies data ingestion pipelines and removes the administrative
    burden of running custom FTP gateway VMs.
  language: Agnostic
  resource_type: News Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Data Integration
  - AWS Transfer Family
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: AWS Transfer Family Introduces Support for EFS'
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://www.infoq.com/news/2021/01/docker-jfrog-partnership:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Covers the historic strategic partnership between Docker and JFrog designed
    to bypass Docker Hub's anonymous pull rate limits. Resolves high-frequency CI/CD
    pipeline blocking for enterprise organizations leveraging Artifactory SaaS instances.
  language: English
  resource_type: News
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Artifact Registry
  - Docker Hub
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Docker Hub and JFrog Partnership Removes Image Pull Limits for
    Artifactory Users'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.infoq.com/news/2021/03/aws-efs-one-zone-storage-classes:
  description: ''
  addition_method: manual
  content_hash: 3789c75685921fe314c8609d12f432965ff7c765ba59c1c1d390792ad2cd47f4
  health_score: 100.0
  last_checked: 1779031648.151501
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/aws-pricing.md
  v2_locations:
  - aws-pricing.md
  year: '2021'
  ai_summary: Introduces the Amazon Elastic File System (EFS) One Zone storage class,
    offering cost-optimized options for shared storage. Cuts storage expenses by up
    to 47% compared to regional replication variants.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Cost Management
  - Storage Costs
  is_microservice: false
  title: 'infoq.com: AWS Announces Lower Cost Storage Classes for Amazon Elastic File''
    System'
https://www.infoq.com/news/2021/04/aws-ec2-serial-console:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Provides secure, interactive access to the physical serial port of EC2
    instances, bypassing traditional IP-based network configuration. This enables
    real-time diagnostic debugging of boot issues, kernel panics, and misconfigured
    firewall or network interfaces. Architecturally, it serves as a critical break-glass
    tool for enterprise sysadmins to avoid data loss during OS-level misconfigurations.
  language: English
  resource_type: Platform Feature
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Compute
  - EC2 Troubleshooting
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoq.com: AWS Introduces EC2 Serial Console: Troubleshoot Boot and Networking
    Issues'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://www.infoq.com/news/2021/04/cloudflare-terraform:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights the advancement of Cloudflare's utility (cf-terraforming)
    for generating valid HCL representations of pre-existing Cloudflare configurations.
    Dramatically simplifies onboarding historical CDN/WAF configurations into IaC.
  language: English
  resource_type: Product Announcement
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - CDN & Edge Platforms
  - Reverse Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "infoq.com: Cloudflare Improves Automated Terraform Generation Tool \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.infoq.com/news/2021/04/ibm-redhat-openbuilt:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This InfoQ article covers the collaborative launch of OpenBuilt by IBM,
    Red Hat, and Cobuilder, exploring the architectural goals of unifying global construction
    logistics, IoT, and BIM solutions through API patterns.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Industry Solution
  - Construction Industry
  - Platform-as-a-Service
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: IBM, Red Hat and Cobuilder Develop OpenBuilt, a Platform for
    the Construction Industry'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.infoq.com/news/2021/04/red-hat-openshift-aws:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An independent analytical view of the ROSA launch, discussing its competitive
    placement relative to Amazon EKS and details regarding AWS Support integration.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Managed Kubernetes
  - ROSA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: AWS Announces the General Availability of the Red Hat OpenShift
    Service on AWS'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.infoq.com/news/2021/06/step-functions-workflow-studio:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A visual, low-code workflow designer that simplifies building distributed
    state machines on AWS. It allows developers to drag, drop, and configure states,
    mapping state transitions and payloads directly to downstream AWS services. This
    visual paradigm significantly accelerates development cycles for complex microservices
    orchestrations while generating ASL (Amazon States Language) behind the scenes.
  language: English
  resource_type: Service Tool
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - Serverless Orchestration
  - Step Functions
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'infoq.com: AWS Introduces a New Workflow Studio for AWS Step Functions'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://www.infoq.com/news/2021/08/aws-cloudwatch-alarms:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Introduces CloudWatch cross-account alarms, enabling teams to aggregate
    telemetry, trace metrics, and execute operational alerts from multiple AWS accounts
    under a single monitoring cockpit. It aligns with multi-account architectural
    landing zones, minimizing alert-routing complexity. It enhances real-time incident
    remediation by centralizing operational context.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Observability
  - CloudWatch
  - Multi-Account Monitoring
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoq.com: Amazon Introduces Cloudwatch Cross Account Alarms to Consolidate
    Management'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://www.infoq.com/news/2021/08/external-IT-providers-devops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes how to integrate third-party providers with internal delivery
    pipelines. Covers using standardized APIs, establishing clear service level agreements
    (SLAs), and sharing observability metrics to maintain high reliability across
    vendors.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Vendor Integration
  - SaaS Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "infoq.com: How External IT Providers Can Adopt DevOps Practices \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.infoq.com/news/2021/08/google-cloud-cas-ga:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Detailing GCP's Certificate Authority Service (CAS) GA release, a highly
    scalable, fully managed PKI engine designed to simplify CA deployment and cryptographic
    management for secure microservice communication.
  language: English
  resource_type: Product Release
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security
  - PKI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Google Releases Its Certificate Authority Service into General
    Availability'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://www.infoq.com/news/2021/08/quarkus-2-0-final-release:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: In-depth technical review of the Quarkus 2.0 release, emphasizing the
    inclusion of Continuous Testing features that run test suites automatically on
    code changes. It details the transition to JDK 11 as the minimum baseline and
    reviews CLI optimizations. This release marked the maturity stage of Quarkus,
    cementing its developer-experience leadership in the modern Java landscape.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Evolution
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoq.com: Quarkus 2.0 Delivers Continuous Testing, CLI and Supports Minimal
    JDK 11'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.infoq.com/news/2021/09/java17-released:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The industry announcement of Java 17, a critical Long-Term Support (LTS)
    release. Key technical highlights include strongly encapsulated JDK internals,
    Sealed Classes, Pattern Matching for switch (preview), and notable performance
    improvements in standard garbage collectors.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Java Language
  - Syntax and Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Java 17, the Next Long-Term Support Release, is Now Available'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.infoq.com/news/2021/09/kubernetes-hardening-guidance:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores key recommendations from CISA and the NSA regarding cluster
    infrastructure protection. Demystifies technical methods for managing root filesystems,
    authenticating platform API requests, and using logging setups to trace lateral
    movement.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Hardening Standards
  - Government Guidelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: infoq.com
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.infoq.com/news/2021/09/kubescape:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An interview exploring the architecture, technical goals, and philosophy
    behind Kubescape. Focuses on simplifying multi-framework compliance analysis for
    platform engineers. Details how the tool analyzes YAML formats and active runtimes
    to find security posture anomalies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Assessment
  - Policy Enforcement
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Armo Releases Kubescape K8s Security Testing Tool: Q&A with VP
    Jonathan Kaftzan'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.infoq.com/news/2021/12/amazon-repost-questions-answers:
  description: ''
  addition_method: manual
  content_hash: ddde8f7ef7f95ea5078008754211fd37bbc3c5ccb026d94625e12c1865b33466
  health_score: 100.0
  last_checked: 1779030012.362687
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2021'
  ai_summary: An independent review of AWS re:Post, describing it as a specialized,
    community-driven alternative to general-purpose QA boards like Stack Overflow.
    The analysis focuses on how verified answers and direct AWS engineer contributions
    reduce troubleshooting cycles for platform operators. The platform helps developers
    bypass outdated configuration guides in favor of modern, validated architectural
    patterns.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Community & Support
  - AWS re:Post
  is_microservice: false
  title: 'infoq.com: Amazon Introduces re:Post, a "Stack Overflow" for AWS'
https://www.infoq.com/news/2021/12/azure-load-testing-preview:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Industry reporting on Azure's entry into fully managed performance testing,
    discussing how it leverages Apache JMeter under the hood. It provides a historical
    snapshot of Microsoft's move to simplify distributed load testing for engineering
    teams, eliminating the manual upkeep of VM scale sets for load generation.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Azure
  - Testing Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Microsoft Introduces a Fully-Managed Azure Load Testing Service
    in Preview'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://www.infoq.com/news/2021/12/kinesis-data-streams-ondemand:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Introduces a serverless, on-demand capacity mode for Kinesis Data Streams,
    automatically scaling write and read throughput to match unpredictable traffic
    patterns. This model eliminates the requirement for shard planning, capacity monitoring,
    and custom-scaling scripts. Architecturally, it makes streaming pipelines easier
    to operate while optimizing costs for variable workloads.
  language: English
  resource_type: Service Feature
  complexity: Intermediate
  hierarchy:
  - Data & Analytics
  - Data Streaming
  - Kinesis
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'infoq.com: AWS Launches Amazon Kinesis Data Streams On-Demand'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://www.infoq.com/news/2021/12/recap-reinvent-2021:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Delivers an industry analyst review of re:Invent 2021's technical releases,
    capturing structural advancements across compute, databases, and serverless compute
    paradigms. Key topics include AWS Mainframe Modernization, IoT FleetWise, and
    security standard compliance tooling. It maps out these ecosystem developments
    to long-term enterprise migration strategies.
  language: English
  resource_type: Industry Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Market Analysis
  - Re:Invent Announcements
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoq.com: Recap of AWS re:Invent 2021'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://www.infoq.com/news/2021/12/remote-first-sre:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores operational patterns for running a globally distributed, remote-first
    Site Reliability Engineering (SRE) team. Focuses on adopting async communication
    protocols, using chatops, maintaining comprehensive postmortems, and setting up
    automated alert escalation systems to reduce incident response overhead.
  language: Agnostic
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Modern Workforce
  - Reliability Engineering
  - Team Operations
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: How to Work Asynchronously as a Remote-First SRE'
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://www.infoq.com/news/2021/12/spring-boot-2-6:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Analysis of Spring Boot 2.6 features, including improvements to Docker
    image building and enhanced Prometheus metrics integration. It details the deprecation
    of older versions and highlights architectural changes in actuator endpoints.
    While Spring Boot 2.x is now officially legacy, understanding these transition
    periods is critical for enterprise migration archeology.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Evolution
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'infoq.com: Spring Boot 2.6 Improves Docker Images and Metrics, Version 2.4
    Is EOL'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.infoq.com/news/2022/01/ -cncf-state-of-cloud-native:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779030982.060192
  v1_locations: []
https://www.infoq.com/news/2022/01/GitHub-devops-mobile-apps:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyses GitHub's internal orchestration patterns for native iOS and
    Android continuous integration pipelines. Highlights optimization patterns for
    automated builds, secure code signing, and binary release strategies utilizing
    native GitHub Actions runner farms. Relies on internal platform telemetry to structure
    high-performance mobile deployments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Mobile CI/CD
  - Platform Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: How GitHub Does DevOps for its iOS and Android Apps'
  addition_method: manual
  v2_locations:
  - git.md
https://www.infoq.com/news/2022/01/aws-iam-s3-access:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An InfoQ news analysis detailing a public debate over AWS default managed
    policy definitions and their theoretical data exposure risks. It highlights why
    security engineers must review managed boundaries and use customer-defined resource
    limits for strict security.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Incorrect IAM Policy Raised Questions About AWS Access to S3
    Data'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://www.infoq.com/news/2022/01/aws-rds-readable-standby:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Introduces Multi-AZ deployments with two readable standby instances,
    allowing read queries to be offloaded from the primary instance while offering
    sub-35 second automatic failovers. Architecturally, this maximizes utilization
    of standby infrastructure while scaling database read throughput significantly.
    It is highly beneficial for transaction-heavy workloads with strong analytics
    or reporting requirements.
  language: English
  resource_type: Service Feature
  complexity: Advanced
  hierarchy:
  - Database
  - Relational Database
  - RDS High Availability
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'infoq.com: Amazon RDS Introduces Readable Standby Instances in Multi-AZ
    Deployments'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://www.infoq.com/news/2022/01/elastic-terraform:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Announcement details for Elastic's official Terraform provider suite.
    Allows platform operations teams to systematically deploy and manage Elasticsearch
    clusters, deployments, security profiles, and data integrations.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Observability
  - Elasticsearch
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Elastic Releases Terraform Providers for the Elastic Stack and
    Elastic Cloud'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.infoq.com/news/2022/01/karpenter-kubernetes-autoscaler:
  description: ''
  addition_method: manual
  content_hash: 7e0fb354763fcec94989e77b520f64dfaeba78bb6575e15e67e029ce9668daa8
  health_score: 100.0
  last_checked: 1779030589.852212
  needs_ai_refresh: true
  stars: 2
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: An architectural review of Karpenter's multi-cloud aspirations, discussing
    its modular architecture designed to eventually support non-AWS providers like
    Azure and GCP. The piece highlights Karpenter's native API integration and dynamic
    workload scheduling.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Autoscaling
  - Resource Provisioning
  - Industry News
  is_microservice: false
  title: 'infoq.com: AWS Releases Multi-Cloud Kubernetes Autoscaler Karpenter'
https://www.infoq.com/news/2022/01/kubernetes-dockershim-removal:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight outlines InfoQ's coverage of Dockershim's imminent demise
    in 1.24. Live grounding in 2026 records this as the definitive end of direct Docker
    Engine support within the kubelet codebase.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Container Runtimes
  - v1.24
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Kubernetes Proceeding with Deprecation of Dockershim in Upcoming
    1.24 Release'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.infoq.com/news/2022/02/aws-efs-replication:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Evaluates the release of native EFS replication, focusing on its integration
    with hybrid file storage strategies and automated failover pipelines. It details
    how the sub-minute RPO simplifies business continuity architectures across multi-region
    EKS stateful workloads. The solution delivers automated metadata synchronization,
    optimizing engineering resources.
  language: English
  resource_type: Industry Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Storage
  - EFS
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoq.com: Amazon Announces Elastic File System Replication for Multi-Region
    Deployments'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://www.infoq.com/news/2022/02/github-codespaces-templates:
  description: '- [infoworld.com: GitHub Codespaces freely available to all GitHub
    users](https://www.infoworld.com/article/2337405/github-codespaces-freely-available-to-all-github-users.html)
    All GitHub users can use the GitHub-hosted development environments free for up
    to 60 hours per month. Codespaces also added JetBrains IDE, JupyterLab, and GPU
    support.'
  year: '2022'
  stars: 0
  ai_summary: Highly detailed architectural update explaining the utilization of pre-built
    templates inside GitHub Codespaces. By pre-building workspace snapshots, teams
    bypass complex dependencies and image extraction phases during startup.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Platforms
  - Cloud Workstations
  - GitHub Codespaces
  - Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: GitHub Codespaces Can Now Be Templated to Improve Performance'
  addition_method: manual
  v2_locations:
  - git.md
https://www.infoq.com/news/2022/02/google-cloud-deploy:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical industry overview reporting on Google Cloud Deploy’s general
    availability. Analyzes its competitive positioning against GitOps tools (ArgoCD,
    Flux) and how it simplifies CI/CD platform engineering for cloud-native enterprises.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps & Delivery
  - Continuous Delivery
  - Industry Assessment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Google''s Managed Continuous Delivery Service for Kubernetes
    Moves to GA'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://www.infoq.com/news/2022/02/grafana-incident-oncall:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details the integration of 'Grafana Incident' and 'Grafana OnCall' into
    the Grafana Cloud platform. Transitions Grafana from passive telemetry visualization
    to active, multi-channel incident response coordination.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Incident Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Grafana Cloud Adds Incident and On-Call Management Solutions'
  addition_method: manual
  v2_locations:
  - grafana.md
https://www.infoq.com/news/2022/02/terraform-aws-provider-s3:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes key architectural migrations within the HashiCorp AWS Provider
    v4 concerning Amazon S3 resource structures. Highlights the transition from a
    monolithic configuration block to modularized sub-resource schemas.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: HashiCorp Terraform AWS Provider Introduces Significant Changes
    to Amazon S3 Bucket Resource'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.infoq.com/news/2022/03/nubesgen-azure-infrastructure:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analysis of the technical value proposition of NubesGen. Evaluates how
    developers can utilize Git-driven configurations to automatically provision secure
    Azure environments. This shift-left mechanism reduces platform engineering bottlenecks
    by providing automated, developer-accessible IaC pipelines aligned with security
    baselines.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Architecture & Microservices
  - Infrastructure as Code
  - Application Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: NubesGen Brings Git Push to Azure Infrastructure'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.infoq.com/news/2022/09/debug-dockerfiles-buildg:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This InfoQ article provides a detailed analysis of the problems developers
    face when debugging complex multi-stage container builds and how Buildg leverages
    BuildKit features to address them. It explains how breakpoint debugging and runtime
    inspection can optimize CI/CD engineering efficiency. The piece is highly recommended
    for architectural and developer experience (DevEx) leads aiming to reduce build
    pipeline bottlenecks.
  language: Markdown
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Containerization
  - Debugging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Debugging Large and Complex Dockerfiles Gets Easier with Buildg'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.infoq.com/news/2022/09/terraform-simplified-refactoring:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Chronicles the landmark Terraform 1.3 release, which introduced support
    for moving resources across modules natively via declarative "moved" blocks. Explains
    how this release mitigated complex state surgical tasks and enhanced overall ecosystem
    maintainability for enterprise-scale platforms. Live grounding highlights that
    this feature laid the groundwork for robust modular lifecycle refactoring frameworks
    in downstream iterations.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Refactoring & State Manipulation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "infoq.com: Terraform 1.3 Release Introduces Simplified Refactoring Experience
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.infoq.com/news/2023/02/aws-deployment-pipelines:
  description: ''
  addition_method: manual
  content_hash: 56b58bc27813266c87c26022235abe47eb7dea66d1f5ec48bd823a5feef6d8d8
  health_score: 100.0
  last_checked: 1779032682.45302
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: Analysis of the official AWS deployment pipeline reference architecture.
    Illustrates continuous delivery models for multi-environment propagation using
    standard GitOps patterns, automated integration suites, and strict deployment
    validation loops.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Computing
  - AWS
  - CI/CD & DevOps
  is_microservice: false
  title: 'infoq.com: AWS Publishes Reference Architecture and Implementations for''
    Deployment Pipelines'
https://www.infoq.com/news/2023/03/aks-edge-essentials-ga:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Reviews the release of AKS Edge Essentials, Microsoft's lightweight
    managed Kubernetes distribution optimized for resource-constrained edge machines
    and industrial OT setups. Outlines how this strategy extends cloud-native operations
    directly to factory floors.
  language: Markdown
  resource_type: News Article
  complexity: Intermediate
  hierarchy:
  - Strategic Strategy
  - Ecosystem News
  - Edge Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Microsoft Brings Kubernetes to the Edge with AKS Edge Essentials'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.infoq.com/news/2023/03/kwok-kubernetes:
  description: ''
  addition_method: manual
  content_hash: 31523cf0a8a5bfbac84432eeb71c4d14ef46ff71b8b4ec11a84d193efc3c56e0
  health_score: 100.0
  last_checked: 1779032106.356096
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: An insightful InfoQ technical review detailing the architecture of KWOK
    (Kubernetes WithOut Kubelet). It highlights how virtualizing node control loops
    allows developers to simulate high-scale environments with extremely low compute
    footprint, facilitating fast controller tuning.
  language: Markdown
  resource_type: News Article
  complexity: Intermediate
  hierarchy:
  - Testing
  - Simulation & Emulation
  - Cluster Management
  is_microservice: false
  title: 'infoq.com: Kwok, a Tool to Spin up Kubernetes Nodes in a Second'
https://www.infoq.com/news/2023/04/aws-well-architected-framework:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes key revisions to the AWS Well-Architected Framework. Reviews
    shifts in security baseline configurations, serverless deployment guidelines,
    and the sustainability assessment pillar.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Architecture
  - Cloud Architecture Best Practices
  - AWS Well-Architected
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: AWS Updates the Well-Architected Framework'
  addition_method: manual
  v2_locations:
  - aws-architecture.md
https://www.infoq.com/news/2023/04/cdk-terraform-convert:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Reports on progress in Cloud Development Kit for Terraform (CDKTF),
    showcasing enhanced capabilities to convert standard HCL files to programming
    languages like Python, TypeScript, and Go. Evaluates how this bridges the divide
    between pure software development and systems engineering. Live grounding points
    out that CDKTF is increasingly favored by application developers seeking programmatic
    multi-tier infrastructure provisioning.
  language: TypeScript
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - CDK & Alternative Languages
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoq.com: CDK for Terraform Improves HCL Conversion and Terraform Cloud
    Interactions'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.infoq.com/news/2023/04/patcher-iac-upgrade:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Patcher automates updates for infrastructure-as-code modules by analyzing
    code syntax and applying safe upgrades across repositories. It addresses maintenance
    debt by automating dependencies, ensuring platform layers remain secure and current.
  language: N/A
  resource_type: Article/Feature
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Dependency Management
  - Upgrade Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Patcher, a Tool to Keep Updating Infrastructure as a Code'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.infoq.com/news/2023/11/azure-well-architected-framework:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An industry review highlighting Microsoft's updates to the Well-Architected
    Framework (WAF) to better support modern cloud-native systems. Key improvements
    emphasize granular workload guides, prescriptive technical patterns, and streamlined
    cost optimization techniques. The refresh ensures the framework evolves alongside
    rapid shifts in containerization and modern distributed patterns.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Frameworks
  - Well-Architected Framework (WAF)
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Microsoft Refreshes its Well-Architected Framework'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.infoq.com/news/2026/05/opentofu-release-terraform:
  addition_method: automatic
  ai_summary: An InfoQ technical news feature covering the release of OpenTofu 1.12.0.
    The article details how OpenTofu successfully solved a decade-old modular limitation
    of upstream Terraform by allowing the `prevent_destroy` lifecycle attribute to
    accept variables, enabling dynamic target environment configurations without code
    duplication.
  category: terraform
  complexity: Advanced
  content_hash: 16b5896d2366152de22ca9fd474d85075c5f0b490b41ad239daa4a0aa3cd8fbb
  description: The OpenTofu community released version 1.12.0 on May 14, 2026, introducing
    dynamic prevent_destroy to solve multi-environment module protection friction.
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - OpenTofu Releases
  is_microservice: false
  language: English
  last_checked: 1780352581.792425
  reputation_status: Vetted
  reputation_summary: Renowned, verified news source analyzing a highly praised OpenTofu
    update that solved a long-standing Terraform limitation.
  resource_type: article
  social_preview_url: https://res.infoq.com/news/2026/05/opentofu-release-terraform/en/headerimage/generatedHeaderImage-1779290214223.jpg
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'OpenTofu 1.12: the Feature Terraform Never Shipped'
  year: '2026'
https://www.infoq.com/platformengineering:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An aggregator of advanced architectural videos, expert presentations,
    and technical reports on platform design. Serves as a vital industry reference
    for software architects looking to deploy high-density platforms, covering topics
    from IDP backends to platform runtimes.
  language: English
  resource_type: Portal
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Industry Hub
  - Articles & Presentations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: InfoQ platform engineering homepage'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.infoq.com/podcasts/platform-engineering-teams-10x-better:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A strategic technical podcast detailing how building cohesive, highly
    integrated internal platforms multiplies developer output. Discusses measuring
    platform success using developer experience metrics, adoption rates, and reduction
    in time-to-first-commit.
  language: English
  resource_type: Podcast
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Product Mindset
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoq.com: Platform Engineering – Making Other Teams 10x Better'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.infoq.com/presentations/5-challenges-mesh:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Identifies the five major operational blockers encountered by enterprises
    running a service mesh at scale. Focuses on multi-cluster federation obstacles,
    policy routing governance, and debugging complex network pathways.
  language: None
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Production Operations
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "infoq.com: The Top-Five Challenges of Running a Service Mesh in an Enterprise
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.infoq.com/presentations/7-microservices-anti-patterns:
  addition_method: manual
  content_hash: 8cb36fb6a6583a6ec9089c5c39f55256b72a23e72444ed6841f67c7b677c189f
  description: ''
  health_score: 100.0
  last_checked: 1779030025.398058
  needs_ai_refresh: true
  stars: 0
  title: 'infoq.com: Seven Ways to Fail at Microservices (presentation)'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.infoq.com/presentations/API-Business-Models:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An InfoQ presentation categorizing 20 distinct monetization and integration
    business models for public APIs. Analyzes direct monetization, developer incentives,
    partner integrations, and indirect product value.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - API Management
  - API Strategy
  - Business Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: API Business Models. 20 Models in 20 Minutes
  addition_method: manual
  v2_locations:
  - api.md
https://www.infoq.com/presentations/adopting-service-mesh:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Production playbook for maintaining service mesh health. Covers tuning
    sidecar proxy footprints, isolating faulty nodes, setting up telemetry fallbacks,
    and handling real-world network partition scenarios.
  language: None
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Production Operations
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'infoq.com: Deploying Service Mesh in Production'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.infoq.com/presentations/api-design-implement-document:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A technical presentation addressing modern patterns in API deployment,
    tracing the evolution from monolithic centralized API gateways to lightweight
    sidecar proxies in a service mesh. The speaker explains how sidecar patterns decouple
    security, routing, and observability from the application code, delegating these
    duties directly to container proxy layers (such as Envoy). This shift optimizes
    latency and simplifies localized team deployments.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Application Integration
  - API Gateways
  - Architecture Comparisons
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'infoq.com: Modern API Development and Deployment, from API Gateways to Sidecars'
  addition_method: manual
  v2_locations:
  - api.md
https://www.infoq.com/presentations/fail-cloud-native-migration:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Identifies common organizational and architectural pitfalls encountered
    during cloud-native migrations, such as lifting-and-shifting legacy patterns directly
    into containers. Stresses the necessity of cultivating a DevOps culture, standardizing
    platforms, and focusing on cloud-native application patterns.
  language: English
  resource_type: Presentation Summary
  complexity: Advanced
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Migration & Modernization
  - Anti-Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'infoq.com: 9 Ways to Fail at Cloud Native'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.infoq.com/presentations/microservices-software-quality:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An InfoQ presentation focused on maintaining system quality across highly
    decentralized architectures. Recommends contract-validation paradigms, automated
    dependency monitors, and distributed tracing configurations.
  language: N/A
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Microservices Architecture
  - Quality Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Maintaining Software Quality with Microservices'
  addition_method: manual
  v2_locations:
  - qa.md
https://www.infoq.com/presentations/service-mesh-ebpf:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Explains the architectural shift from traditional sidecar proxies to
    sidecarless kernel-level service routing powered by eBPF. Analyzes how moving
    L4 networking logic directly into the kernel drastically reduces RAM usage and
    network latency.
  language: Go
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - eBPF
  - Future Trends
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'infoq.com: Sidecars, eBPF and the Future of Service Mesh'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.infoq.com/presentations/sre-apprentices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: InfoQ presentation highlighting pedagogical methods for onboarding junior
    SREs. Focuses on developing systemic mental models for debugging multi-tier failures
    and safely operating complex, distributed live environments.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Incident Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoq.com: Observing and Understanding Failures: SRE Apprentices'
  addition_method: manual
  v2_locations:
  - sre.md
https://www.information-age.com/devops-vs-agile-distinguishing-and-combining-the-two-20117:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Delineates the operational boundaries and mutual integration points
    between Agile product delivery methodologies and DevOps engineering frameworks.
    The author contrasts Agile’s target of rapid feature specification with DevOps’
    prioritization of runtime security and infrastructure reliability. Live organizational
    analysis confirms that blending both paradigms prevents developers from deploying
    applications faster than the operations platform can securely manage.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & SRE
  - Enterprise Strategy
  - Methodologies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'information-age.com: DevOps vs Agile: distinguishing and combining the two'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.informationweek.com/devops/can-enterprises-benefit-from-adopting-database-devops/a/d-id/1337238:
  addition_method: manual
  content_hash: ae700c7c52465048cc5ec36cdeb281758376a6c066abfe59d16e21bf83f57571
  description: ''
  health_score: 100.0
  last_checked: 1779030853.705839
  stars: 0
  status: online
  title: 'informationweek.com: Can Enterprises Benefit From Adopting Database DevOps?'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.informationweek.com/devops/whats-holding-devops-back/a/d-id/1339540:
  addition_method: manual
  content_hash: 1a312f3898bf7ccfa119cc271d36b6a4b77b1f352f55472a89924cb593eb1614
  description: ''
  health_score: 100.0
  last_checked: 1779030656.063385
  stars: 0
  status: online
  title: 'informationweek.com: What''s Holding DevOps Back?'
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.informationweek.com/software-services/devops:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130495.021158
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/databases.md
  - docs/devops.md
  v2_locations:
  - databases.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.informationweek.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.infostor.com/backup-and_recovery/quantum-taps-aws-for-cloud-powered-disaster-recovery.html:
  description: ''
  year: '2013'
  stars: 2
  ai_summary: An archival news piece on how Quantum leveraged AWS to enable hybrid
    cloud disaster recovery and tape archive features. Live Grounding views this as
    a foundational hybrid-cloud implementation that helped formulate modern storage
    tiering and backup lifecycle workflows.
  language: English
  resource_type: Blog / Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - Cloud Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Quantum Taps AWS for Cloud-Powered Disaster Recovery
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://www.infoworld.com/article/2254500/serverless-computing-with-aws-lambda.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational guide introducing AWS Lambda's core event-driven architecture,
    compute-on-demand scaling models, and pricing structures. It discusses cold start
    implications, resource allocation limits, and the initial shift away from persistent
    virtual machine infrastructure towards highly transient microservices.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Serverless Architecture
  - AWS Lambda
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoworld.com: Serverless computing with AWS Lambda, Part 1'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://www.infoworld.com/article/2256828/jdk-15-the-new-features-in-java-15.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details the feature set of JDK 15, including the production release
    of Text Blocks, hidden classes, Edwards-Curve Digital Signature Algorithm (EdDSA),
    and preview implementations of sealed classes and pattern matching for `instanceof`
    operations.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Java Language
  - Syntax and Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'JDK 15: The new features in Java 15'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.infoworld.com/article/2257118/dockers-compose-specification-is-now-an-open-standard.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This article reports on the historical shift of the Docker Compose specification
    to an open, community-driven standard. By making the spec independent of any single
    vendor, it paved the way for modern orchestrators and engines to support Compose
    syntax natively. This architectural evolution ensures cross-compatibility across
    various development and deployment systems.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Infrastructure
  - Docker Compose
  - Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Docker''s Compose specification is now an open standard'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.infoworld.com/article/2258136/10-steps-to-automating-security-in-kubernetes-pipelines.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A ten-step technical blueprint focused on integrating security scanners
    directly into automated CI/CD deployment pipelines. Covers static application
    security testing (SAST), secrets detection, and manifest scanning before changes
    reach staging or production clusters. Outlines shift-left strategies to mitigate
    misconfiguration deployment risks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - DevSecOps
  - CI/CD Pipeline Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: 10 steps to automating security in Kubernetes pipelines'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.infoworld.com/article/2261454/why-arent-you-using-feature-flags.html:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Addresses the common organizational and technical barriers to adopting
    feature toggles. Highlights how runtime decision points improve feedback loops
    and software quality compared to traditional, compile-time branching systems.
  language: Markdown
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Feature Management
  - Adoption
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Why aren’t you using feature flags?'
  addition_method: manual
  v2_locations:
  - git.md
https://www.infoworld.com/article/2261531/red-hats-crime-against-centos.html:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: Opinionated analysis of Red Hat's decision to discontinue the traditional
    stable downstream CentOS Linux release model in favor of the upstream CentOS Stream,
    triggering massive fragmentation in the enterprise Linux landscape.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Operating Systems
  - Linux Distributions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Red Hat’s crime against CentOS'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.infoworld.com/article/2261795/building-microservices-give-dapr-a-try.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A deep analysis of Dapr's capabilities, detailing how its service abstraction
    layer accelerates microservice software delivery while avoiding tight coupling
    to infrastructure providers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Microservice Runtimes
  - Dapr
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Building microservices? Give Dapr a try
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.infoworld.com/article/2261975/when-kubernetes-is-not-the-solution.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A critical look at architectural scenarios where Kubernetes introduces
    excessive operational drag. Advocates for VM topologies, serverless, or simple
    cluster setups for monolithic or early systems.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: When Kubernetes is not the solution'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://www.infoworld.com/article/2263821/5-devops-practices-to-improve-application-reliability.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents five system engineering guidelines to achieve extreme system
    availability. Covers synthetic monitoring injection, chaos testing scenarios,
    automatic continuous-delivery canary promotions, isolated failover topologies,
    and strict error budget enforcement.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Reliability Engineering
  - SRE
  - Application Reliability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: 5 devops practices to improve application reliability'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.infoworld.com/article/2264177/the-decline-of-heroku.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A diagnostic retrospective detailing the structural decline of Heroku
    in the developer ecosystem. It traces how a lack of feature innovation, persistent
    pricing structure limitations, and the massive rise of container-based orchestration
    engines and modern edge platforms drove teams away from classic PaaS models.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - PaaS Solutions
  - Market Shifts
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoworld.com: The decline of Heroku PaaS'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.infoworld.com/article/2264256/6-reasons-to-switch-to-managed-kubernetes.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Executive evaluation explaining the strategic operations shift from
    self-managed vanilla Kubernetes clusters to public cloud provider solutions like
    EKS, AKS, and GKE.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Managed Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: 6 reasons to switch to managed Kubernetes'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.infoworld.com/article/2264392/no-one-wants-to-manage-kubernetes-anymore.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes the enterprise shift away from running custom, self-managed
    vanilla Kubernetes clusters towards fully managed cloud platforms like EKS, GKE,
    and serverless container ecosystems. Underlines the operational complexities of
    maintaining control plane elements.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Managed Services
  - Industry Trends
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "infoworld.com: No one wants to manage Kubernetes anymore \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infoworld.com/article/2264771/3-cloud-architecture-mistakes-we-all-make-but-shouldnt.html:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: 'Highlights three widespread cloud engineering anti-patterns: lift-and-shift
    migration without modernization, ignoring structural egress cost-profiles, and
    blindly utilizing proprietary managed services that lead to irreversible vendor
    lock-in.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Cloud Strategy
  - Design Anti-patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoworld.com: 3 cloud architecture mistakes we all make, but shouldn''t'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.infoworld.com/article/2265016/15-tools-that-make-kubernetes-easier.html:
  description: ''
  addition_method: manual
  content_hash: c02c8eca0bd629a6a4692ce4fa52d45fc3924f3a5e4c83de463a695cbd8e835c
  health_score: 100.0
  last_checked: 1779130494.957853
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 0
  ai_summary: An evaluation of fifteen open-source CLI and dashboard tools designed
    to simplify day-to-day Kubernetes cluster operations. Analyzes lightweight management
    applications, manifest syntax linters, and network connectivity utilities.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Kubernetes Tooling
  - Developer Experience
  is_microservice: false
  title: 'infoworld.com: 15 tools that make Kubernetes easier'
https://www.infoworld.com/article/2265488/how-kubernetes-works.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Provides an architectural dissection of how Kubernetes orchestrates
    distributed infrastructure under the hood. Clarifies how state is stored in etcd,
    modified by control loop reconcilers via the API server, and materialized into
    container runtimes on nodes by the kubelet.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Fundamentals
  - Control Plane
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: How Kubernetes works'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infoworld.com/article/2266054/6-kubernetes-distributions-leading-the-container-revolution.html:
  description: "- OpenShift\n    - VMware Tanzu Grid\n    - Rancher Kubernetes Engine\n
    \   - Mirantis Kubernetes Engine\n    - Docker\n    - Canonical Kubernetes"
  year: '2022'
  stars: 0
  ai_summary: A comparative market overview focusing on major commercial Kubernetes
    platforms driving enterprise cloud-native architecture. Evaluates core features
    of Red Hat OpenShift, VMware Tanzu Grid, Rancher Kubernetes Engine (RKE), Mirantis
    Kubernetes Engine, Docker Enterprise, and Canonical Kubernetes, contrasting their
    operational models and target markets.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Market Landscapes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: 6 Kubernetes distributions leading the container revolution'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.infoworld.com/article/2267127/how-to-use-the-python-for-loop.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Covers fundamental logic behind standard Python loops. Explores list
    comprehension iterations, dictionary traversal structures, utilizing `enumerate()`
    and `zip()`, and iterator protocol fundamentals.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - Control Flow
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: How to use the Python for loop'
  addition_method: manual
  v2_locations:
  - python.md
https://www.infoworld.com/article/2269266/what-is-cicd-continuous-integration-and-continuous-delivery-explained.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An industry-wide reference analyzing modern CI/CD patterns and structural
    components. Highlights automation, continuous testing, delivery stages, and the
    operational divide between cloud delivery and automated deployment.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: What is CI/CD? Continuous integration and continuous delivery
    explained'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.infoworld.com/article/2269272/how-docker-broke-in-half.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A historical retrospect on Docker's structural split, detailing the
    corporate spinoff of its Enterprise segment to Mirantis. Evaluates how this change
    impacted core open-source container runtimes.
  language: English
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: How Docker broke in half'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.infoworld.com/article/2269961/kubernetes-object-storage-best-practices.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An InfoWorld expert synthesis offering actionable guidelines on designing
    applications around object storage APIs instead of direct disk mounts. This approach
    enhances scaling metrics and simplifies geo-distributed cloud-native architectures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Object Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoworld.com: Kubernetes object storage best practices'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.infoworld.com/article/2270388/continuous-integration-with-docker-and-jenkins.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A historical conceptual article introducing continuous integration
    patterns using Jenkins and Docker containers. *Curator Insight*: Legacy CI overview.
    *Live Grounding*: Primarily of historical value given modern cloud-native Kubernetes
    integrations.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI/CD Pipelines
  - Container Delivery
  - Docker Integration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Continuous integration with Docker and Jenkins'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.infoworld.com/article/2270518/5-devops-use-cases-for-developing-with-feature-flags.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights five key devops use cases for feature flags, including canary
    testing, database migrations, kill switches, and targeted product rollouts. Shows
    how these patterns give teams greater operational control and speed in production.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Feature Management
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'infoworld.com: 5 devops use cases for developing with feature flags'
  addition_method: manual
  v2_locations:
  - git.md
https://www.infoworld.com/article/2270578/the-red-method-a-new-strategy-for-monitoring-microservices.html:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: 'Focuses on the RED monitoring methodology (Rate, Errors, Duration)
    created specifically for microservices architectures, comparing it to traditional
    USE metrics (Utilization, Saturation, Errors). Curator Insight: Crucial reference
    for modern microservice design. Live Grounding: Core architectural paradigm for
    tracing containerized HTTP and RPC interactions.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Site Reliability Engineering
  - Observability
  - Monitoring Methodologies
  - RED Method
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoworld.com: The RED method: A new strategy for monitoring microservices'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.infoworld.com/article/2270714/complexity-is-killing-software-developers.html:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Addresses the rising developer cognitive load induced by the sprawl
    of cloud-native configurations, tooling, and infrastructure details. Argues for
    developer-centric abstractions and internal developer platforms (IDPs) to insulate
    application developers from cloud complexity and boost velocity.
  language: English
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Software Engineering Principles
  - Developer Cognitive Load
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Complexity is killing software developers'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://www.infoworld.com/article/2270808/github-introduces-code-review-controls.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: News analysis highlighting automated policy settings that enable team
    managers to establish strict PR review parameters, bypass permissions, and automate
    reviewer assignments.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Platforms
  - Git Repositories
  - GitHub
  - Code Review
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "infoworld.com: GitHub introduces code review controls \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.infoworld.com/article/2270814/docker-really-did-change-the-world.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Assesses how Docker fundamentally transformed the software engineering
    landscape. Traces its history from a single developer tool to the foundation of
    the cloud-native ecosystem and Kubernetes orchestration.
  language: English
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Docker really did change the world'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.infoworld.com/article/2270825/the-race-to-secure-kubernetes-at-runtime.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Documents the evolution of runtime threat defense in cloud-native platforms,
    discussing the industry shift toward kernel-level security telemetry leveraging
    eBPF technology.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Runtime Security
  - Security Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoworld.com: The race to secure Kubernetes at run time'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.infoworld.com/article/2270941/google-cloud-appsheet-review-no-code-with-extras.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A critical, technical review analyzing AppSheet's feature set, emphasizing
    its data-modeling capabilities, native integration with GCP resources, and automated
    workflow triggers. Assesses how the platform scales for rapid application delivery
    compared to traditional development.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Development
  - Low-Code/No-Code
  - Platform Review
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Google Cloud AppSheet review: No-code with extras'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://www.infoworld.com/article/2271333/securing-the-kubernetes-software-supply-chain.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on utilizing Ratify as an admission controller to verify container
    metadata, secure supply-chain signatures (via Cosign/Notation), and enforce strict
    provenance validation before execution.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Supply Chain Security
  - Signature Verification & Ratify
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoworld.com: Securing the Kubernetes software supply chain with Microsoft''s
    Ratify'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.infoworld.com/article/2271482/kubernetes-up-serverless-down-report.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Examines empirical metrics demonstrating increased Kubernetes adoption
    alongside stagnant serverless framework growth. Highlights developer preference
    for containerized control, local reproducibility, and standardized deployment
    patterns over vendor-proprietary, event-driven serverless platforms.
  language: English
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Market Trends
  - Adoption Analytics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Kubernetes adoption up, serverless down, developer survey
    says'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.infoworld.com/article/2334477/cncf-survey-managed-kubernetes-becomes-the-norm.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Industry report analyzing CNCF survey results, validating the near-ubiquitous
    transition of enterprise container orchestration towards public cloud managed
    control planes.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: CNCF survey: Managed Kubernetes becomes the norm'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.infoworld.com/article/2334525/how-to-protect-your-kubernetes-infrastructure-from-the-argo-cd-vulnerability.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Provides concrete mitigation, scanning, and patching guidelines in the
    wake of CVE-2022-24348. Demonstrates strategies for minimizing risks in ArgoCD,
    including least-privilege service account configurations and network boundaries.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Vulnerabilities & CVEs
  - ArgoCD Security
  - Remediation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoworld.com: How to protect your Kubernetes infrastructure from the Argo
    CD vulnerability'
  addition_method: manual
  v2_locations:
  - argo.md
https://www.infoworld.com/article/2334635/the-biggest-obstacle-to-cloud-is-people.html:
  addition_method: manual
  content_hash: b4a9cba79b84a2295cf495a5061d9d7499e65be594afddec7c148c6b3b473af0
  health_score: 100.0
  last_checked: 1779130495.005633
  needs_ai_refresh: true
  v1_locations: []
https://www.infoworld.com/article/2334689/beyond-sql-8-new-languages-for-data-querying.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Analyzes the evolution of data query architectures beyond standard SQL.
    Evaluates emerging declarative languages (such as PRQL, Malloy, and EdgeQL) designed
    to solve SQL's design constraints, enhancing pipeline maintainability and query
    expressiveness.
  language: Polyglot
  resource_type: Market Analysis
  complexity: Advanced
  hierarchy:
  - Databases
  - Query Languages
  - Alternative Paradigms
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Beyond SQL: 8 new languages for data querying'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.infoworld.com/article/2334697/what-is-git-version-control-for-collaborative-programming.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses Git's design philosophy, its distributed architecture, cryptographic
    SHA-1 integrity tracking, and key benefits compared to centralized systems like
    SVN.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: What is Git? Version control for collaborative programming'
  addition_method: manual
  v2_locations:
  - git.md
https://www.infoworld.com/article/2335001/why-we-need-both-cloud-architects-and-cloud-engineers.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details the division of labor between cloud architects, who define strategic
    blueprints and governance, and cloud engineers, who handle implementation, IaC
    deployment, and operational maintenance.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Methodology
  - Roles
  - Cloud Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Why we need both cloud architects and cloud engineers'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.infoworld.com/article/2335723/why-mercedes-benz-runs-on-900-kubernetes-clusters.html:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: Details the architectural rationale behind Mercedes-Benz's deployment
    of over 900 highly-segregated Kubernetes clusters globally. To balance multi-tenancy
    risk, blast radius mitigation, and compliance across geographical boundaries,
    the engineering team opted for a fleet management model using declarative GitOps
    pipelines. This scale illustrates the operational viability of running numerous,
    small, purpose-built clusters instead of giant, complex, shared multi-tenant systems.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure Orchestration
  - Container Platforms
  - Kubernetes at Scale
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Why Mercedes-Benz runs on 900 Kubernetes clusters'
  addition_method: manual
  v2_locations:
  - customer.md
https://www.infoworld.com/article/2336728/5-best-practices-for-securing-cicd-pipelines.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Synthesizes five critical best practices for hardening modern deployment
    pipelines. Covers automated static analysis (SAST), software bill-of-materials
    (SBOM) generation, container signing, secrets management, and least-privilege
    runtimes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - CI/CD & DevOps
  - DevSecOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: 5 best practices for securing CI/CD pipelines'
  addition_method: manual
  v2_locations:
  - ai.md
https://www.infoworld.com/article/2336757/16-open-source-projects-transforming-ai-and-machine-learning.html:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An analytical review of thirteen disruptive open-source initiatives
    restructuring the artificial intelligence and machine learning paradigm. Covers
    emerging runtimes, foundational data lakes, model-serving layers, and high-performance
    training acceleration engines that dominate the landscape.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - AI & Machine Learning
  - Open Source
  - Landscape Evaluation
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'infoworld.com: 13 open source projects transforming AI and machine learning'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.infoworld.com/article/2336761/are-we-experiencing-cloudflation.html:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Investigates the rise of 'cloudflation' driven by hyper-scalers raising
    subscription costs and baseline infrastructure fees to match inflation. Evaluates
    enterprise risk mitigation practices, such as shifting workloads to multi-cloud
    topologies and renegotiating committed-use discounts.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Market Trends
  - Macroeconomics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Are we experiencing cloudflation?'
  addition_method: manual
  v2_locations:
  - finops.md
https://www.infoworld.com/article/2337192/sysdigs-new-cost-advisor-aims-to-cut-kubernetes-costs.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Evaluates the design of Sysdig's cost-auditing features. Analyzes how
    combining deep runtime-security agent telemetry with resource allocation profiling
    can generate highly accurate workload rightsizing calculations.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - Commercial Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Sysdig’s new Cost Advisor aims to cut Kubernetes costs'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infoworld.com/article/2337301/cloud-architects-are-afraid-of-automation.html:
  addition_method: manual
  content_hash: 3b933ba163b5fb417a961d52a725d9d85e6752b128c7100bf26514247606fb77
  health_score: 100.0
  last_checked: 1779130495.010746
  needs_ai_refresh: true
  v1_locations: []
https://www.infoworld.com/article/2337368/how-to-beat-the-kubernetes-skills-shortage.html:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Addresses the ongoing deficit of expert Kubernetes talent within enterprise
    domains. Advocates for aggressive internal developer training programs, platform
    abstraction pipelines, and leveraging managed cloud providers to focus human capital
    on core business logic.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Strategy
  - Organizational Structure
  - Talent Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: How to beat the Kubernetes skills shortage'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infoworld.com/article/2337405/github-codespaces-freely-available-to-all-github-users.html:
  addition_method: manual
  content_hash: d5e08242f5fee6baf3f7309a7e9b1ecc88e3aa60409d60da844d92b6fe96a045
  health_score: 100.0
  last_checked: 1779130494.992035
  needs_ai_refresh: true
  v1_locations:
  - docs/git.md
https://www.infoworld.com/article/2337529/aws-lambda-kickstarts-java-functions.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Discusses the architectural impacts of AWS Lambda SnapStart on Java
    microservices. Addresses how this feature shifts the paradigm for enterprise Java,
    making frameworks like Spring Boot and Quarkus viable alternatives for low-latency
    serverless operations.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Serverless Architecture
  - AWS Lambda
  - Java Runtimes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoworld.com: AWS Lambda kickstarts Java functions'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://www.infoworld.com/article/2337651/what-to-do-when-your-devops-team-is-downsized.html:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Provides strategic architectural guidance on managing platform and DevOps
    infrastructure operations following organization-wide downsizings. Discusses reducing
    cognitive load by deprecating legacy microservices, doubling down on managed platform
    solutions (SaaS/IaaS), automating routine deployment pipelines, and prioritizing
    high-ROI continuous delivery tasks.
  language: en
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Organizational Scaling
  - DevOps Transition
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'infoworld.com: What to do when your devops team is downsized'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.infoworld.com/article/2337918/getting-started-with-azure-openai.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Technical introduction to Azure OpenAI architecture, API consumption,
    token quotas, private endpoints, and security paradigms necessary for deploying
    customized Large Language Models safely in enterprise clouds.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Artificial Intelligence
  - Generative AI
  - Azure OpenAI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Getting started with Azure OpenAI'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.infoworld.com/article/2337920/how-multicloud-changes-devops.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details how a multicloud strategy alters deployment topologies, configuration
    management, and network boundaries. Curator analysis details the heavy challenges
    of multi-cloud storage, compliance parity, and operational overhead. Live architectural
    blueprints in 2026 demonstrate that leveraging cloud-agnostic abstractions like
    Kubernetes and unified IaC structures is crucial to mitigate lock-in without exploding
    team budgets.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Multicloud Solutions
  - Ops Dynamics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infoworld.com: How multicloud changes devops'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.infoworld.com/article/2338012/when-finops-costs-you-more-in-the-end.html:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Examines cases where FinOps operational overhead—including expensive
    consulting packages and over-engineered dashboard tools—surpasses the actual infrastructure
    cost savings achieved. Advocates for an ROI-driven approach that measures tooling
    spend against actual cost reduction metrics.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - FinOps & Cloud Cost
  - Strategy & Governance
  - FinOps Pitfalls
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoworld.com: When finops costs you more in the end'
  addition_method: manual
  v2_locations:
  - finops.md
https://www.infoworld.com/article/2338245/5-priorities-that-cut-cloud-costs-and-improve-it-ops.html:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Outlines five critical priorities for cutting cloud computing costs
    and enhancing operations. Covers automated resource destruction, VM rightsizing,
    and leveraging IaC templates to eliminate abandoned cloud environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Management
  - FinOps
  - Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: 5 priorities that cut cloud costs and improve IT ops'
  addition_method: manual
  v2_locations:
  - iac.md
https://www.infoworld.com/article/2338303/5-steps-to-bringing-kubernetes-costs-in-line.html:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Presents a clear five-step methodology to control Kubernetes infrastructure
    spend. Covers standard practices like adjusting request/limit ratios, configuring
    cluster autoscalers (VPA/HPA), and moving non-critical workloads to spot instance
    pools.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Kubernetes FinOps
  - Actionable Frameworks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoworld.com: 5 steps to bringing Kubernetes costs in line'
  addition_method: manual
  v2_locations:
  - finops.md
https://www.infoworld.com/article/2338356/amazon-s-quiet-open-source-revolution.html:
  description: ''
  addition_method: manual
  content_hash: aa6e3b60794c8f46567b0df7ba3115b217f88843fb76b1311f5e75b0ad328b25
  health_score: 100.0
  last_checked: 1779130494.956393
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: An analytical exploration detailing AWS's transition from open-source
    software consumer to an active co-developer and primary maintainer. Discusses
    strategic projects like OpenSearch and Valkey, examining the structural tension
    and evolving relationships between public clouds and software vendors.
  language: English
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Ecosystem
  - Open Source Strategy
  is_microservice: false
  title: 'infoworld.com: Amazon’s quiet open source revolution'
https://www.infoworld.com/article/2338392/why-platform-engineering.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the economic and organizational imperatives driving the shift
    to platform engineering. Focuses on scaling development teams, lowering time-to-market,
    and solving the cognitive overload bottleneck introduced by modern cloud-native
    service proliferation.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Business Value
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Why platform engineering?'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.infoworld.com/article/2338428/kubernetes-cost-management-for-the-real-world.html:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A deep dive into the challenges of multi-tenant Kubernetes cost attribution
    across dynamic namespaces. Contrasts raw hyper-scaler billing records against
    granular container resource consumption metrics, detailing how Kubecost and OpenCost
    establish accurate, real-world chargeback frameworks.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - FinOps & Cloud Cost
  - Kubernetes FinOps
  - Cost Management
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Kubernetes cost management for the real world'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - finops.md
https://www.infoworld.com/article/2338474/kubernetes-costs-less-but-less-than-what.html:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Critically evaluates the total cost of ownership (TCO) of containerizing
    applications. Compares VM hosting models, serverless containers, and managed Kubernetes
    platforms, demonstrating how poorly configured resource requests can make Kubernetes
    deployments more expensive than traditional systems.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Kubernetes FinOps
  - ROI Analysis
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infoworld.com: Kubernetes costs less, but less than what?'
  addition_method: manual
  v2_locations:
  - finops.md
https://www.infoworld.com/article/2338860/you-cant-run-away-from-technical-debt.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Discusses the inevitability of technical debt as cloud environments
    and architectures naturally age. Argues that cloud adoption does not eliminate
    debt but merely shifts it to configuration, infrastructure, and IaC domains.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Methodology
  - Software Engineering
  - Technical Debt
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infoworld.com: You can’t run away from technical debt'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.infoworld.com/article/3210726/serverless-computing-with-aws-lambda.html:
  addition_method: manual
  content_hash: ea798a514ffc5e19ee8e90d26382ae79baaef5f02e93eb68d45d81b3553bd3be
  description: ''
  health_score: 100.0
  last_checked: 1779031980.482731
  stars: 0
  status: online
  title: 'infoworld.com: Serverless computing with AWS Lambda, Part 1'
  v1_locations:
  - docs/aws-serverless.md
  year: N/A
https://www.infoworld.com/article/3265059/6-kubernetes-distributions-leading-the-container-revolution.html:
  addition_method: manual
  content_hash: 9a3e1f8157b7342e0fb46ea35907ec9450e3607d4fb2a968b125ffe3a1040d41
  description: ''
  health_score: 100.0
  last_checked: 1779030394.776669
  stars: 0
  status: online
  title: 'infoworld.com: 6 Kubernetes distributions leading the container revolution'
  v1_locations:
  - docs/kubernetes-on-premise.md
  year: N/A
https://www.infoworld.com/article/3271126/what-is-cicd-continuous-integration-and-continuous-delivery-explained.html:
  addition_method: manual
  content_hash: 13a3dcafd3b236ee3ec4554c1ff5d40950f3b36d9068bc46c77c2d217d90ade4
  description: ''
  health_score: 100.0
  last_checked: 1779029556.771853
  stars: 0
  status: online
  title: 'infoworld.com: What is CI/CD? Continuous integration and continuous delivery''
    explained'
  v1_locations:
  - docs/cicd.md
  year: N/A
https://www.infoworld.com/article/3488817/15-tools-that-make-kubernetes-easier.html:
  addition_method: manual
  content_hash: ae5fad76680de7714ddb9551e1bd772b723616c24415d68294b6c9826a293b52
  description: ''
  health_score: 100.0
  last_checked: 1779032935.153711
  stars: 0
  status: online
  title: 'infoworld.com: 15 tools that make Kubernetes easier'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://www.infoworld.com/article/3534133/jdk-15-the-new-features-in-java-15.html:
  addition_method: manual
  content_hash: d887682ce1dcffa07ba46a11093b773916ddeb21e412795deb2fbce61f8d6591
  description: ''
  health_score: 100.0
  last_checked: 1779033343.377314
  stars: 0
  status: online
  title: 'JDK 15: The new features in Java 15'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://www.infoworld.com/article/3536573/dockers-compose-specification-is-now-an-open-standard.html:
  addition_method: manual
  content_hash: 415989d419fc2aef34f22a100b557f1d65c38b25d8ce578900016f378a86d5df
  description: ''
  health_score: 100.0
  last_checked: 1779034013.15099
  stars: 0
  status: online
  title: 'infoworld.com: Docker''s Compose specification is now an open standard'
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.infoworld.com/article/3545337/10-steps-to-automating-security-in-kubernetes-pipelines.html:
  addition_method: manual
  content_hash: 84b35e47d7429acceb8f41c3ec15e7202f6eb78222dfdaa85a13f6301ae6d90e
  description: ''
  health_score: 100.0
  last_checked: 1779029552.997038
  stars: 0
  status: online
  title: '==infoworld.com: 10 steps to automating security in Kubernetes pipelines=='
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://www.infoworld.com/article/3600150/why-arent-you-using-feature-flags.amp.html:
  addition_method: manual
  content_hash: fb90d27db3c9baf7b08b1cc9b9deae4acda11f01b208af18eb6043f24fb8258f
  description: ''
  health_score: 100.0
  last_checked: 1779031227.472408
  stars: 0
  status: online
  title: 'infoworld.com: Why aren’t you using feature flags?'
  v1_locations:
  - docs/git.md
  year: N/A
https://www.infoworld.com/article/3601202/red-hats-crime-against-centos.html:
  addition_method: manual
  content_hash: be63965fc16a3be88ca4ef5d282f0654404cdd7153f0b6934148a3470fe7236c
  description: ''
  health_score: 100.0
  last_checked: 1779031564.918594
  stars: 0
  status: online
  title: 'infoworld.com: Red Hat’s crime against CentOS'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.infoworld.com/article/3604010/building-microservices-give-dapr-a-try.html:
  addition_method: manual
  content_hash: 190e1ea692e4c24fe4b0702b7aca3fd36af253efb9610c54569c3bb244d4890f
  description: ''
  health_score: 100.0
  last_checked: 1779030000.897826
  stars: 0
  status: online
  title: Building microservices? Give Dapr a try
  v1_locations:
  - docs/serverless.md
  year: N/A
https://www.infoworld.com/article/3604652/when-kubernetes-is-not-the-solution.html:
  addition_method: manual
  content_hash: e39e3b65216884a2a7d66da577822b6fcea78624e4c5a51e2c39c0c484c786de
  description: ''
  health_score: 100.0
  last_checked: 1779031564.835783
  stars: 0
  status: online
  title: 'infoworld.com: When Kubernetes is not the solution'
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://www.infoworld.com/article/3613155/5-devops-practices-to-improve-application-reliability.html:
  addition_method: manual
  content_hash: 646123d6c40f417a03673ca2c583ddc856cd428ef1e7523109692b5158a0cff4
  description: ''
  health_score: 100.0
  last_checked: 1779030268.402231
  stars: 0
  status: online
  title: 'infoworld.com: 5 devops practices to improve application reliability'
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.infoworld.com/article/3614210/the-decline-of-heroku.html:
  addition_method: manual
  content_hash: 2fb0af40aa5e0ba47882b24788dba7cb1c5447781e0acb725020bb933e066a80
  description: ''
  health_score: 100.0
  last_checked: 1779033942.935635
  stars: 0
  status: online
  title: 'infoworld.com: The decline of Heroku PaaS'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.infoworld.com/article/3614605/6-reasons-to-switch-to-managed-kubernetes.html:
  addition_method: manual
  content_hash: 9b44d5f9e6c52ec9f144edb02805387289f525c6563124a877ff25f8f8df1154
  description: ''
  health_score: 100.0
  last_checked: 1779032088.18933
  stars: 0
  status: online
  title: 'infoworld.com: 6 reasons to switch to managed Kubernetes'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.infoworld.com/article/3614850/no-one-wants-to-manage-kubernetes-anymore.html:
  addition_method: manual
  content_hash: bd748603b991863cd90d7e102098973354595522547dde285d4bb82595a1a24c
  description: ''
  health_score: 100.0
  last_checked: 1779031601.071872
  stars: 0
  status: online
  title: "infoworld.com: No one wants to manage Kubernetes anymore \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.infoworld.com/article/3616211/3-cloud-architecture-mistakes-we-all-make-but-shouldnt.html:
  addition_method: manual
  content_hash: 2d40e072e1fa5452a52ae012a1d0f6c5965987aea49315f2bd7f921da459b9b8
  description: ''
  health_score: 100.0
  last_checked: 1779030136.102603
  stars: 0
  status: online
  title: 'infoworld.com: 3 cloud architecture mistakes we all make, but shouldn''t'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.infoworld.com/article/3617008/how-kubernetes-works.html:
  addition_method: manual
  content_hash: e2a8825e77ff5a7176b548e0182725efa90229077f4e0e1451808fb0b1752dc6
  description: ''
  health_score: 100.0
  last_checked: 1779034105.768721
  stars: 0
  status: online
  title: 'infoworld.com: How Kubernetes works'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.infoworld.com/article/3623689/how-to-use-the-python-for-loop.html:
  addition_method: manual
  content_hash: 94d016d8f7c2628ca1374de2a5c60c26a231b20e505e7e4687a6fda3892f8cc6
  description: ''
  health_score: 100.0
  last_checked: 1779029367.39931
  stars: 0
  status: online
  title: 'infoworld.com: How to use the Python for loop'
  v1_locations:
  - docs/python.md
  year: N/A
https://www.infoworld.com/article/3632142/how-docker-broke-in-half.html:
  addition_method: manual
  content_hash: a4439dbf4ff2ea9f7c3cb472f58be61fa666f2e083dc3141dee37e6ff794f7e4
  description: ''
  health_score: 100.0
  last_checked: 1779032972.519004
  stars: 0
  status: online
  title: 'infoworld.com: How Docker broke in half'
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.infoworld.com/article/3635148/kubernetes-object-storage-best-practices.html:
  addition_method: manual
  content_hash: c9ca29533ed782a5d13970ce1aa5952bf61df9a61b98c64cd4c71e07366f4833
  description: ''
  health_score: 100.0
  last_checked: 1779033757.964828
  stars: 0
  status: online
  title: 'infoworld.com: Kubernetes object storage best practices'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://www.infoworld.com/article/3637829/continuous-integration-with-docker-and-jenkins.html:
  addition_method: manual
  content_hash: 30a1e3d46d793ab51953eb1e55254eece5abb7b1c3000b16787c9fe3541ce0cf
  description: ''
  health_score: 100.0
  last_checked: 1779033309.818123
  stars: 0
  status: online
  title: 'infoworld.com: Continuous integration with Docker and Jenkins'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.infoworld.com/article/3638153/5-devops-use-cases-for-developing-with-feature-flags.html:
  addition_method: manual
  content_hash: d660e4e2a15cafc17e39731f2d23b22e48fdaaa012c4f966a85703e95ed27fb1
  description: ''
  health_score: 100.0
  last_checked: 1779032057.714996
  stars: 0
  status: online
  title: 'infoworld.com: 5 devops use cases for developing with feature flags'
  v1_locations:
  - docs/git.md
  year: N/A
https://www.infoworld.com/article/3638693/the-red-method-a-new-strategy-for-monitoring-microservices.html:
  addition_method: manual
  content_hash: 51751c50fee829da3500cef2efdf2fde876d082d0abf71ff9ca87b1a1a11ce1e
  description: ''
  health_score: 100.0
  last_checked: 1779032575.100598
  stars: 0
  status: online
  title: 'infoworld.com: The RED method: A new strategy for monitoring microservices'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.infoworld.com/article/3639050/complexity-is-killing-software-developers.html:
  addition_method: manual
  content_hash: 7fe123b780a261dd56643ec86c64c64cd9dd3e1878baa38841aed662270fe0b1
  description: ''
  health_score: 100.0
  last_checked: 1779031896.975737
  stars: 0
  status: online
  title: '==infoworld.com: Complexity is killing software developers=='
  v1_locations:
  - docs/devel-sites.md
  - docs/introduction.md
  year: N/A
https://www.infoworld.com/article/3639588/github-introduces-code-review-controls.html:
  addition_method: manual
  content_hash: 9db2644fe7caad3a7e38d5f12f98b510630e41fdfd0a1b464209d0d3eacacd8e
  description: ''
  health_score: 100.0
  last_checked: 1779032239.503812
  stars: 0
  status: online
  title: "infoworld.com: GitHub introduces code review controls \U0001F31F"
  v1_locations:
  - docs/git.md
  year: N/A
https://www.infoworld.com/article/3639596/docker-really-did-change-the-world.html:
  addition_method: manual
  content_hash: 790610f38b5da28c30c1d1cf81a2ec1ec35628bcd9c00c86ed4e7846cd088638
  description: ''
  health_score: 100.0
  last_checked: 1779032185.684587
  stars: 0
  status: online
  title: 'infoworld.com: Docker really did change the world'
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.infoworld.com/article/3639829/the-race-to-secure-kubernetes-at-runtime.html:
  addition_method: manual
  content_hash: dd942fca211f6165d923edbd8473f8065eb8234da3d3a2f4982a1ba274b2a95d
  description: ''
  health_score: 100.0
  last_checked: 1779032178.255296
  stars: 0
  status: online
  title: '==infoworld.com: The race to secure Kubernetes at run time=='
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://www.infoworld.com/article/3640975/google-cloud-appsheet-review-no-code-with-extras.html:
  addition_method: manual
  content_hash: 9076ab4e40651c24078c2d8dfc2ad77de228ebf984fe85b491235d7261b47fc7
  description: ''
  health_score: 100.0
  last_checked: 1779029827.0874
  stars: 0
  status: online
  title: 'infoworld.com: Google Cloud AppSheet review: No-code with extras'
  v1_locations:
  - docs/GoogleCloudPlatform.md
  year: N/A
https://www.infoworld.com/article/3644808/securing-the-kubernetes-software-supply-chain.html:
  addition_method: manual
  content_hash: 71256dfb183cda774dcf57b588cd331e66c340fb7b7277beb04838607114fcfc
  description: ''
  health_score: 100.0
  last_checked: 1779030849.934233
  stars: 0
  status: online
  title: 'infoworld.com: Securing the Kubernetes software supply chain with Microsoft''s''
    Ratify'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://www.infoworld.com/article/3645374/kubernetes-up-serverless-down-report.html:
  addition_method: manual
  content_hash: a03e32d78e9f4a8dc9a88150ac75a3484de933a2138605733c4dbb79b85ff47f
  description: ''
  health_score: 100.0
  last_checked: 1779031499.862814
  stars: 0
  status: online
  title: 'infoworld.com: Kubernetes adoption up, serverless down, developer survey''
    says'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.infoworld.com/article/3649710/cncf-survey-managed-kubernetes-becomes-the-norm.html:
  addition_method: manual
  content_hash: 4254fea038f0a489bc399fd80ab225e8dd770fde04e72852c3e0b65b5bb2a4d8
  description: ''
  health_score: 100.0
  last_checked: 1779030588.193878
  stars: 0
  status: online
  title: '==infoworld.com: CNCF survey: Managed Kubernetes becomes the norm=='
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.infoworld.com/article/3650659/how-to-protect-your-kubernetes-infrastructure-from-the-argo-cd-vulnerability.html:
  addition_method: manual
  content_hash: 00f53d3d7d3036cbab193e93fb464620730088d506c856ffcd694839df3f47bf
  description: ''
  health_score: 100.0
  last_checked: 1779034331.07397
  stars: 0
  status: online
  title: 'infoworld.com: How to protect your Kubernetes infrastructure from the Argo''
    CD vulnerability'
  v1_locations:
  - docs/argo.md
  year: N/A
https://www.infoworld.com/article/3653371/the-biggest-obstacle-to-cloud-is-people.html:
  addition_method: manual
  content_hash: e0dc18357938f069a616a94390a4e42c0066976a7723c6241647548e22999f9f
  description: ''
  health_score: 100.0
  last_checked: 1779029056.929582
  stars: 0
  title: 'infoworld.com: The biggest obstacle to cloud is people'
  v1_locations: []
  year: N/A
https://www.infoworld.com/article/3654909/beyond-sql-8-new-languages-for-data-querying.html:
  addition_method: manual
  content_hash: 326d8ab27dd79d82bcaefa51e8cf8f084f3fe7523624fdbdeb2e7500c43a1f6b
  description: ''
  health_score: 100.0
  last_checked: 1779030200.008078
  stars: 0
  status: online
  title: 'infoworld.com: Beyond SQL: 8 new languages for data querying'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.infoworld.com/article/3654955/what-is-git-version-control-for-collaborative-programming.html:
  addition_method: manual
  content_hash: b1ce3b8795dd00c6ff5d7cfce53209ef5a677c9f838bc0468ca0e8ab7d35cb77
  description: ''
  health_score: 100.0
  last_checked: 1779030330.206411
  stars: 0
  status: online
  title: 'infoworld.com: What is Git? Version control for collaborative programming'
  v1_locations:
  - docs/git.md
  year: N/A
https://www.infoworld.com/article/3664052/why-mercedes-benz-runs-on-900-kubernetes-clusters.html:
  addition_method: manual
  content_hash: 67c825b6f9400e7efae4d04c0e14aa0e5b3061c830a2f2ab689804f9d7bac8b8
  description: ''
  health_score: 100.0
  last_checked: 1779031495.083032
  stars: 0
  status: online
  title: 'infoworld.com: Why Mercedes-Benz runs on 900 Kubernetes clusters'
  v1_locations:
  - docs/customer.md
  year: N/A
https://www.infoworld.com/article/3673891/5-best-practices-for-securing-cicd-pipelines.html:
  addition_method: manual
  content_hash: 4c1fe5f5a4d50ec410b11752e1ac9d8614b813d7e9a23790720430b677eeffbc
  description: ''
  health_score: 100.0
  last_checked: 1779034306.981945
  stars: 0
  status: online
  title: 'infoworld.com: 5 best practices for securing CI/CD pipelines'
  v1_locations:
  - docs/ai.md
  year: N/A
https://www.infoworld.com/article/3673976/13-open-source-projects-transforming-ai-and-machine-learning.html:
  addition_method: manual
  content_hash: 654d3dfd0650bab454878a7bd4081b8b3ef8f9709a5c708ea836e6143523c255
  description: ''
  health_score: 100.0
  last_checked: 1779031473.770179
  stars: 0
  status: online
  title: 'infoworld.com: 13 open source projects transforming AI and machine learning'
  v1_locations:
  - docs/mlops.md
  year: N/A
https://www.infoworld.com/article/3674048/are-we-experiencing-cloudflation.html:
  addition_method: manual
  content_hash: 88b6098b50c140c4020997afc27d94c8d142c056b6be647296836ad2c8285b42
  description: ''
  health_score: 100.0
  last_checked: 1779030981.733241
  stars: 0
  status: online
  title: 'infoworld.com: Are we experiencing cloudflation?'
  v1_locations:
  - docs/finops.md
  year: N/A
https://www.infoworld.com/article/3677851/sysdigs-new-cost-advisor-aims-to-cut-kubernetes-costs.html:
  addition_method: manual
  content_hash: 0c695ab066fb9e77e55fa1c5bb8c50b9d74f96c46c6010d9c1f95f663fbe5b2c
  description: ''
  health_score: 100.0
  last_checked: 1779032240.034991
  stars: 0
  status: online
  title: 'infoworld.com: Sysdig’s new Cost Advisor aims to cut Kubernetes costs'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.infoworld.com/article/3679250/cloud-architects-are-afraid-of-automation.html:
  addition_method: manual
  content_hash: c17dd53e34c1321f14170f1b38382ac595cd6b1ba72b53ab4e819157aa09a6d3
  description: ''
  health_score: 100.0
  last_checked: 1779032869.778686
  stars: 0
  title: 'infoworld.com: Cloud architects are afraid of automation'
  v1_locations: []
  year: N/A
https://www.infoworld.com/article/3679749/how-to-beat-the-kubernetes-skills-shortage.html:
  addition_method: manual
  content_hash: 87d1ad70a87543d58df5721f6c5948f109f6d02a8b1b5a4cff3461bda2c54bde
  description: ''
  health_score: 100.0
  last_checked: 1779032623.194569
  stars: 0
  status: online
  title: 'infoworld.com: How to beat the Kubernetes skills shortage'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.infoworld.com/article/3679948/github-codespaces-freely-available-to-all-github-users.html:
  addition_method: manual
  content_hash: e7f76b9b6b436994cb4a659fe401fa53f8c31200e59177aa9a273d4eb3e105bd
  description: ''
  health_score: 100.0
  last_checked: 1779034042.061027
  stars: 0
  title: 'infoworld.com: GitHub Codespaces freely available to all GitHub users'
  v1_locations:
  - docs/git.md
  year: N/A
https://www.infoworld.com/article/3681549/aws-lambda-kickstarts-java-functions.html:
  addition_method: manual
  content_hash: 0edc3d4880ca401648c89f44abafc2a5987295e54af89847bc963bc066a10fcf
  description: ''
  health_score: 100.0
  last_checked: 1779030133.014102
  stars: 0
  status: online
  title: 'infoworld.com: AWS Lambda kickstarts Java functions'
  v1_locations:
  - docs/aws-serverless.md
  year: N/A
https://www.infoworld.com/article/3682654/what-to-do-when-your-devops-team-is-downsized.html:
  addition_method: manual
  content_hash: 95d3f324d2547e313356fdd4f301a13a1403a2e2536a25e2ffbf68e7251c914d
  description: ''
  health_score: 100.0
  last_checked: 1779031451.444133
  stars: 0
  status: online
  title: 'infoworld.com: What to do when your devops team is downsized'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://www.infoworld.com/article/3686694/getting-started-with-azure-openai.html:
  addition_method: manual
  content_hash: d716e496c7ba2db9bac33c353edfd6873f6d931ae89ad86b449b6ee16061d7d1
  description: ''
  health_score: 100.0
  last_checked: 1779029705.237176
  stars: 0
  status: online
  title: 'infoworld.com: Getting started with Azure OpenAI'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.infoworld.com/article/3686695/how-multicloud-changes-devops.html:
  addition_method: manual
  content_hash: 6eda33888d84ce25ce93a5a9ed53b924d3536a8e32bc9fbcd1fe82e4c7103220
  description: ''
  health_score: 100.0
  last_checked: 1779031446.596221
  stars: 0
  status: online
  title: 'infoworld.com: How multicloud changes devops'
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.infoworld.com/article/3688332/when-finops-costs-you-more-in-the-end.html:
  addition_method: manual
  content_hash: f518f4890f1468d4a8454eacb10e095ec9474227f6cf5792a7cec256a392b530
  description: ''
  health_score: 100.0
  last_checked: 1779030958.448504
  stars: 0
  status: online
  title: 'infoworld.com: When finops costs you more in the end'
  v1_locations:
  - docs/finops.md
  year: N/A
https://www.infoworld.com/article/3692296/5-priorities-that-cut-cloud-costs-and-improve-it-ops.html:
  addition_method: manual
  content_hash: 0fab1e194a2d5e0b26a2788b4eb53461aa5eccfb5eb387e6a15f2a5b14218871
  description: ''
  health_score: 100.0
  last_checked: 1779031490.159994
  stars: 0
  status: online
  title: 'infoworld.com: 5 priorities that cut cloud costs and improve IT ops'
  v1_locations:
  - docs/iac.md
  year: N/A
https://www.infoworld.com/article/3693050/5-steps-to-bringing-kubernetes-costs-in-line.html:
  addition_method: manual
  content_hash: 09fcf78b74618797ffdddcc17ba44adcc8dbdc34da2e5d2307d86b3d6b00086e
  description: ''
  health_score: 100.0
  last_checked: 1779030709.014528
  stars: 0
  status: online
  title: 'infoworld.com: 5 steps to bringing Kubernetes costs in line'
  v1_locations:
  - docs/finops.md
  year: N/A
https://www.infoworld.com/article/3694090/amazon-s-quiet-open-source-revolution.html:
  addition_method: manual
  content_hash: 87e142856fe862ee950138ebe1e5e6db7ad0329d7696a4bddd44269ba18d1deb
  description: ''
  health_score: 100.0
  last_checked: 1779031109.459468
  stars: 0
  status: online
  title: 'infoworld.com: Amazon’s quiet open source revolution'
  v1_locations:
  - docs/aws.md
  year: N/A
https://www.infoworld.com/article/3694869/why-platform-engineering.html:
  addition_method: manual
  content_hash: 704193b5818c066b0eeed8e8b82e44a3171479a59c0b4925260a0af5bb04502f
  description: ''
  health_score: 100.0
  last_checked: 1779031455.992292
  stars: 0
  status: online
  title: 'infoworld.com: Why platform engineering?'
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.infoworld.com/article/3695569/kubernetes-cost-management-for-the-real-world.html:
  addition_method: manual
  content_hash: 4f1a53efc9156952873242bc60d9f1ca9f06446c3be6eeebc500ec72bf03525f
  description: ''
  health_score: 100.0
  last_checked: 1779033162.961974
  stars: 0
  status: online
  title: 'infoworld.com: Kubernetes cost management for the real world'
  v1_locations:
  - docs/finops.md
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.infoworld.com/article/3696277/kubernetes-costs-less-but-less-than-what.html:
  addition_method: manual
  content_hash: 1d2488cbed7916e53658ceaa9917776819ca5292cd78cb46bb570810b0c6a16a
  description: ''
  health_score: 100.0
  last_checked: 1779033731.939803
  stars: 0
  status: online
  title: 'infoworld.com: Kubernetes costs less, but less than what?'
  v1_locations:
  - docs/finops.md
  year: N/A
https://www.infoworld.com/article/3704233/you-cant-run-away-from-technical-debt.html:
  addition_method: manual
  content_hash: b2011f4d7ab2fe01fc9d964d7213e6bb7ec4e37a1b36083e55efa82e42af418a
  description: ''
  health_score: 100.0
  last_checked: 1779029561.334506
  stars: 0
  status: online
  title: 'infoworld.com: You can’t run away from technical debt'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.infoworld.com/article/3707989/why-we-need-both-cloud-architects-and-cloud-engineers.html:
  addition_method: manual
  content_hash: 3aad801fa04352d504663c158c4e34342e8755ff53c843351332fab92d4e6bd1
  description: ''
  health_score: 100.0
  last_checked: 1779032587.490016
  stars: 0
  status: online
  title: 'infoworld.com: Why we need both cloud architects and cloud engineers'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.infracloud.io/blogs/3-autoscaling-projects-optimising-kubernetes-costs:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analytical study investigating Kubernetes Event-driven Autoscaling
    (KEDA), Karpenter, and standard Cluster Autoscalers. Focuses on orchestrating
    cost-efficient clusters through optimized spot instance utilization and proactive
    node provisioning.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Cost Optimization
  - Autoscaling Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infracloud.io: 3 Autoscaling Projects to Optimise Kubernetes Costs'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://www.infracloud.io/blogs/auto-generate-terraform-configuration-files:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This architectural review evaluates five prominent automated utilities
    engineered to import and reverse-engineer active cloud assets into functional
    Terraform files. It contrasts tools like Former2 and Terraformer, detailing critical
    trade-offs in HCL compliance, state mapping accuracy, and modular organization.
    Vital for legacy migration planning.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Guides and Reviews
  - Automated Generation
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "infracloud.io: 5 Tools to Auto-Generate Terraform Configuration Files \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.infracloud.io/blogs/avoiding-kubernetes-cluster-outages-synthetic-monitoring:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details how to configure active synthetic monitoring inside Kubernetes
    clusters using tools like Kuberhealthy. Explains how continuous integration of
    active test suites catches hidden infrastructure failures (such as DNS timeouts
    and dynamic volume attachment issues) before users are affected.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Reliability
  - Synthetic Probes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infracloud.io: Avoiding Kubernetes Cluster Outages with Synthetic Monitoring'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infracloud.io/blogs/blue-green-deployments-dns-routing:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Examines advanced architectural design patterns using DNS-based routing
    to switch traffic for Blue-Green deployments. Discusses how to coordinate external
    load balancers and global DNS systems during the migration window.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Progressive Delivery
  - DNS Routing
  - Blue-Green Deployment
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "infracloud.io: How to Setup Blue Green Deployments with DNS Routing \U0001F31F"
  addition_method: manual
  v2_locations:
  - argo.md
https://www.infracloud.io/blogs/enforcing-image-trust-docker-containers-notary:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed engineering walkthrough illustrating Docker Content Trust
    configuration leveraging Notary servers. Explains dynamic key generation, delegation
    signatures, and client verification enforcement on container hosts. Highly recommended
    for understanding the history and theoretical roots of cryptographic container
    signing.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Image Signing
  - Cryptographic Trust
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infracloud.io: Enforcing Image Trust on Docker Containers using Notary'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.infracloud.io/blogs/grafana-loki-log-monitoring-alerting:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A detailed deployment guide focusing on log monitoring and alerting
    integration using Grafana Loki and Promtail. Loki's design indexing only log metadata
    allows clusters to achieve cost-efficient, low-latency log collection compared
    to full-text indexing solutions.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Observability
  - Log Management
  - Grafana Loki
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Log Monitoring and Alerting with Grafana Loki
  addition_method: manual
  v2_locations:
  - grafana.md
https://www.infracloud.io/blogs/jenkins-freestyle-pipeline-migration:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An extensive structural migration blueprint detailing the step-by-step
    logic, pattern conversions, and pitfalls associated with transitioning legacy
    UI-defined Freestyle jobs to multibranch pipeline declarations.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline Architecture
  - Modernization
  - Migration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "infracloud.io: Migrating Jenkins Freestyle Job to Multibranch Pipeline \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.infracloud.io/blogs/kubernetes-autoscaling-custom-metrics:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An operational manual on establishing a custom metrics pipeline using
    Prometheus Adapter to scale Kubernetes workloads dynamically. Highlights strategies
    for implementing queue-length or rate-of-request based scaling models to surpass
    simple resource limits.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Kubernetes & Scaling
  - Metrics & Monitoring
  - Custom Metrics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "infracloud.io: Kubernetes Autoscaling with Custom Metrics (updated) \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://www.infracloud.io/blogs/kubernetes-cost-reporting-using-kubecost:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An operations-focused walk-through for integrating Kubecost into enterprise
    environments. Covers capturing Prometheus-formatted infrastructure telemetry and
    leveraging internal dashboards to visualize actual cost structures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure Optimization
  - Cost Management
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infracloud.io: Kubernetes Cost Reporting using Kubecost'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infracloud.io/blogs/kubernetes-pod-security-policies-opa:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Evaluates using Open Policy Agent (OPA) and Gatekeeper to enforce pod
    security. Live grounding alerts: Native Kubernetes Pod Security Policies (PSPs)
    are fully deprecated. This article remains valuable for migration projects transitioning
    from legacy PSPs to modern OPA/Gatekeeper policy-as-code equivalents.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Kubernetes Security
  - Policy as Code
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'infracloud.io: Kubernetes Pod Security Policies with Open Policy Agent'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.infracloud.io/blogs/linking-traces-continuous-profiling-pyroscope:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores how to link distributed transaction traces with continuous
    CPU and memory profiling using Grafana Pyroscope. Explains how correlating spans
    directly to code-level flamegraphs speeds up root-cause investigation.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Observability
  - Continuous Profiling
  - Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infracloud.io: Linking Traces with Continuous Profiling using Pyroscope'
  addition_method: manual
  v2_locations:
  - istio.md
https://www.infracloud.io/blogs/machine-learning-orchestration-kubernetes-kubeflow:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Explores the practical orchestration of complex ML workflows using Kubeflow
    pipelines on Kubernetes. Outlines the underlying architecture, components (e.g.,
    pipelines, notebook servers, metadata), and strategic advantages over non-containerized
    distributed ML setups.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Kubernetes
  - Kubeflow
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infracloud.io: Machine Learning Orchestration on Kubernetes using Kubeflow'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.infracloud.io/blogs/monitoring-kubernetes-cert-manager-certificates:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details an elegant ChatOps pattern that integrates BotKube with cert-manager
    to actively push real-time TLS certificate expiration warnings and validation
    failures to Slack or Microsoft Teams, streamlining automated certificate lifecycle
    operations in production clusters.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Dynamic Component Monitoring
  - Security & Certificates
  - ChatOps Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infracloud.io: Monitoring Kubernetes cert-manager Certificates with BotKube'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.infracloud.io/blogs/multi-tenancy-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical platform-level guide detailing core structural steps for
    running multi-tenant topologies safely. Outlines container security context definitions
    and egress NetworkPolicies.
  language: Go
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Core Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infracloud.io: Introduction to Multi-Tenancy in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.infracloud.io/blogs/multi-tenancy-monitoring-thanos-receiver:
  addition_method: manual
  content_hash: 740c9956e0aa7ebb354aed8844ec3742eebe59e472037f8731837443a3024e02
  description: ''
  health_score: 100.0
  last_checked: 1779029989.013848
  needs_ai_refresh: true
  stars: 0
  title: 'infracloud.io: Achieving multi-tenancy in monitoring with Prometheus & the''
    mighty Thanos Receiver'
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://www.infracloud.io/blogs/multicluster-gitops-argocd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines architectural choices for orchestrating multi-cluster GitOps
    setups with Argo CD, focusing on hub-and-spoke topologies versus decentralized
    controls to manage cluster-level dependencies.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Multi-Cluster GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infracloud.io: Multicluster GitOps with ArgoCD'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.infracloud.io/blogs/prevent-secret-leaks-in-repositories:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compares secrets-scanning tools like GitGuardian, gitleaks, and Trufflehog.
    Explains how to integrate pre-commit hooks and pipeline scanners to prevent leaking
    API keys, database credentials, and certificates to version control.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - Source Code Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infracloud.io: How to Prevent Secret Leaks in Your Repositories'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-blue-green-deployment:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Guides engineers through setting up a complete Blue-Green deployment
    workflow with Argo Rollouts. Outlines routing controls, active/preview service
    handoffs, and visual UI verification configurations.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - GitOps & CD
  - Argo Rollouts
  - Blue-Green Deployment
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'infracloud.io: Progressive Delivery with Argo Rollouts : Blue-Green Deployment'
  addition_method: manual
  v2_locations:
  - argo.md
https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-canary-deployment:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Offers a practical exploration of canary rollouts configured via Argo
    Rollouts. Focuses on setting step-based traffic splitting, managing dynamic service
    mesh weights (SMI, Linkerd, Istio), and defining automated rollbacks based on
    analysis metrics.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - GitOps & CD
  - Argo Rollouts
  - Canary Deployment
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'infracloud.io: Progressive Delivery with Argo Rollouts: Canary Deployment'
  addition_method: manual
  v2_locations:
  - argo.md
https://www.infracloud.io/blogs/prometheus-architecture-metrics-use-cases:
  description: "- [==infracloud.io: Prometheus Query Language - Prometheus Definitive
    Guide Part II==](https://www.infracloud.io/blogs/promql-prometheus-guide)\n    -
    [==infracloud.io: Prometheus Definitive Guide Part III - Prometheus Operator==](https://www.infracloud.io/blogs/prometheus-operator-helm-guide)"
  year: '2021'
  stars: 0
  ai_summary: Comprehensive three-part technical series explaining Prometheus metric
    data types, PromQL operations, and declarative target auto-discovery workflows
    powered by the Prometheus Operator.
  language: None
  resource_type: Technical Series
  complexity: Intermediate
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Core Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infracloud.io: Prometheus Definitive Guide Part I - Metrics and Use Cases'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.infracloud.io/blogs/prometheus-operator-helm-guide:
  addition_method: manual
  content_hash: ff86bbf964bccc4cabaff23236e943ba2881829ff86aceb8e0e00d82b4e72a4d
  description: ''
  health_score: 100.0
  last_checked: 1779034482.621662
  needs_ai_refresh: true
  stars: 0
  title: '==infracloud.io: Prometheus Definitive Guide Part III - Prometheus Operator=='
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://www.infracloud.io/blogs/promql-prometheus-guide:
  addition_method: manual
  content_hash: 118ba140fab830efb19240d90b730f493d0084f25e8443d133305fb422cddef8
  description: ''
  health_score: 100.0
  last_checked: 1779032182.219611
  needs_ai_refresh: true
  stars: 0
  title: '==infracloud.io: Prometheus Query Language - Prometheus Definitive Guide''
    Part II=='
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://www.infracloud.io/blogs/protecting-kubernetes-applications-with-kanister:
  description: "- [kanister.io \U0001F31F](https://www.kanister.io) An extensible
    open-source framework for application-level data management on Kubernetes. KANISTER
    allows domain experts to capture application specific data management tasks in
    blueprints which can be easily shared and extended. The framework takes care of
    the tedious details around execution on Kubernetes and presents a homogeneous
    operational experience across applications at scale.\n    - [blog.kasten.io: Move
    Fast and Test in Kubernetes without Breaking Things with kanister and CI/CD \U0001F31F](https://blog.kasten.io/move-fast-and-test-in-kubernetes-without-breaking-things)\n
    \       - When using data mobility to improve your CI/CD pipeline, it’s important
    to consider the data at different layers in your application stack. In many instances,
    you must perform operations on multiple layers of your application at once, as
    well as interact with Kubernetes itself. Kasten by Veeam developed Kanister to
    address these data mobility challenges and enable organizations to test safely
    with real data.\n        - Kanister, an open source project, provides a Kubernetes-native
    framework for application-level data management that supports complex data management
    workflows. Domain experts can capture application-specific data management tasks
    in blueprints, which can be easily shared and extended, eliminating many of the
    tedious details around execution on Kubernetes.\n        - Kanister is easy to
    integrate with your CI/CD pipeline, because it uses Kubernetes API extensions
    called custom resources. You can easily extend Kanister to work with custom applications
    as well as several common cloud native databases, simplifying and streamlining
    testing operations while reducing risk."
  year: '2022'
  stars: 4
  ai_summary: Provides a comprehensive architectural analysis of utilizing Kanister
    blueprints to protect critical application data. Kanister maps complex application
    hooks directly to standard custom resource APIs, safeguarding operational states
    during live runs.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Protection
  - Application Consistency
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'infracloud.io: Protecting Kubernetes applications data using Kanister'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://www.infracloud.io/blogs/role-based-access-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed technical analysis of native Kubernetes Role-Based Access Control
    (RBAC). Explains authorization objects (Roles, ClusterRoles, and Bindings) alongside
    API groups to help design least-privilege structures.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "infracloud.io: How to setup Role based access (RBAC) to Kubernetes Cluster
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.infracloud.io/blogs/secure-containers-cosign-distroless-images:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An exceptional guide mapping out a high-security container pipeline
    architecture. Combines Google Distroless base images (to minimize vulnerability
    footprint) with Sigstore Cosign (to assure container image identity and cryptographic
    authenticity). A vital blueprint for high-security cloud deployment designs.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Image Signing
  - Cryptographic Trust
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infracloud.io: How to Secure Containers with Cosign and Distroless Images'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.infracloud.io/blogs/securing-kubernetes-cluster-kubescape-kubebench:
  description: ''
  addition_method: manual
  content_hash: 33e582063a51aacc5367de444840efaa2da5e3fa7a1cb58574abc4487a629d22
  health_score: 100.0
  last_checked: 1779034330.766161
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A comprehensive practical guide comparing and integrating Kubescape
    and kube-bench within DevSecOps pipelines. The tutorial shows how to automate
    CIS benchmark validation via kube-bench while using Kubescape to detect RBAC misconfigurations
    and vulnerable container images. An essential blueprint for implementing hardening
    standards in production environments.
  language: YAML
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Security
  - Compliance
  - Vulnerability Scanning
  is_microservice: false
  title: 'infracloud.io: Securing Kubernetes Cluster using Kubescape and kube-bench'
https://www.infracloud.io/blogs/securing-kubernetes-secrets-conjur:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A case study outlining how to secure Kubernetes clusters using CyberArk
    Conjur. Explains how Conjur maps native Kubernetes ServiceAccount tokens to internal
    security policies, allowing microservices to retrieve credentials without embedding
    pre-shared master keys in deployment templates.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Kubernetes Security
  - CyberArk Conjur
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "infracloud.io: Securing Kubernetes Secrets with Conjur \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.infracloud.io/blogs/skaffold-usecases:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep dive into Skaffold use cases. Demonstrates custom image generation
    profiles utilizing Jib, Kaniko, or local buildpacks, while showcasing target profile
    definitions for diverse staging environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Developer Experience
  - Inner-Loop Automation
  - Skaffold Use Cases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infracloud.io: Build and deploy Kubernetes apps with Skaffold'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://www.infracloud.io/blogs/sre-best-practices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compiles architectural and cultural patterns for establishing cloud-native
    SRE. Key focuses include automated toil elimination, disaster recovery automation,
    chaos engineering practices, and objective-based release gates.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'infracloud.io: Site Reliability Engineering (SRE) Best Practices'
  addition_method: manual
  v2_locations:
  - sre.md
https://www.infracloud.io/blogs/top-10-things-for-container-security:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compiles ten key principles of container hardening. Focuses on restricting
    privileged users, defining hard CPU/memory resource limits, enforcing read-only
    root filesystems, applying seccomp filters, and eliminating administrative packages
    from final container builds.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Container Security
  - Hardening Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'infracloud.io: The Ten Commandments of Container Security'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.infracloud.io/kubernetes-pod-security-policies-opa:
  addition_method: manual
  content_hash: c546a730104039ce99bf605980df45a27099d19f74209990ed7d372806284765
  description: ''
  health_score: 100.0
  last_checked: 1779031327.715004
  stars: 0
  status: online
  title: 'infracloud.io: Kubernetes Pod Security Policies with Open Policy Agent'
  v1_locations:
  - docs/devsecops.md
  - docs/securityascode.md
  year: N/A
https://www.inkoop.io/blog/how-to-get-azure-api-credentials:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735879.396214
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'inkoop.io: How to get Azure API Credentials'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering inkoop.io:
    How to get Azure API Credentials in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.innoq.com/en/blog/2020/04/scraping-docker-swarm-service-instances-with-prometheus:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This article outlines architectural patterns to configure Prometheus
    scraping in a Docker Swarm cluster. Focuses on resolving dynamic Swarm task container
    IPs by implementing native DNS service discovery patterns or deploying customized
    scraping helper daemons.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Docker Swarm
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'innoq.com: Scraping a Docker swarm service with Prometheus'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.innoq.com/en/blog/scraping-docker-swarm-service-instances-with-prometheus:
  addition_method: manual
  content_hash: 7e446ef137e35305ff05ea0e8f773352d214ec0e593e15db833c66bba6b54e60
  description: ''
  health_score: 100.0
  last_checked: 1779031802.651774
  stars: 0
  status: online
  title: 'innoq.com: Scraping a Docker swarm service with Prometheus'
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://www.inovex.de/blog/containers-docker-containerd-nabla-kata-firecracker:
  addition_method: manual
  content_hash: e22b03c5d520dad8525d40d61e4e11816b26fd7e76a5964680baec7f840b69d7
  description: ''
  health_score: 100.0
  last_checked: 1779032092.829293
  stars: 0
  status: online
  title: "inovex.de: Welcome To The Container Jungle: Docker vs. containerd vs. Nabla'
    vs. Kata vs. Firecracker and more! \U0001F31F"
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.inovex.de/blog/spinnaker-vs-argo-cd-vs-tekton-vs-jenkins-x:
  addition_method: manual
  content_hash: 9bba57f15e9d87ebc648f99f626326b50053a5a36ccf39ca9c6ab861fccfa1af
  description: ''
  health_score: 100.0
  last_checked: 1779032082.143963
  stars: 0
  status: online
  title: 'inovex.de: Spinnaker vs. Argo CD vs. Tekton vs. Jenkins X: Cloud-Native''
    CI/CD'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://www.inovex.de/de/blog/containers-docker-containerd-nabla-kata-firecracker:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An elite technical taxonomy comparing standard container runtimes (runc,
    containerd) against secure micro-VM and sandbox hypervisors (Kata, Firecracker,
    Nabla). It explains execution isolation boundaries, hypervisor overhead, and performance
    implications across edge, multi-tenant, and classic enterprise workloads.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Containerization
  - Runtimes
  - Architectural Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "inovex.de: Welcome To The Container Jungle: Docker vs. containerd vs. Nabla
    vs. Kata vs. Firecracker and more! \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.inovex.de/de/blog/spinnaker-vs-argo-cd-vs-tekton-vs-jenkins-x:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep architectural comparison of cloud-native delivery platforms.
    Contrasts Spinnaker's multi-cloud pipeline orchestration against Argo CD's GitOps-driven
    pull model, Tekton's highly flexible Kubernetes-native custom resource execution,
    and Jenkins X's opinionated automation scaffolding, highlighting ideal production
    deployment scenarios for each.
  language: Agnostic
  resource_type: Comparison Blog
  complexity: Advanced
  hierarchy:
  - GitOps & CI/CD
  - CI/CD Platforms
  - Cloud-Native Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'inovex.de: Spinnaker vs. Argo CD vs. Tekton vs. Jenkins X: Cloud-Native
    CI/CD'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.instaclustr.com/apache-kafka-architecture:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034265.126255
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "instaclustr.com: Apache Kafka Architecture: A Complete Guide \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering instaclustr.com:
    Apache Kafka Architecture: A Complete Guide \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.instana.com/blog/cf-the-hidden-cost-of-observability-data-volume:
  addition_method: manual
  content_hash: ae848332220a7f13b3bb5bf9177251897429480d122b6af35ecc0b0d63ac8708
  description: ''
  health_score: 100.0
  last_checked: 1779030434.560878
  stars: 0
  status: online
  title: 'instana.com: The Hidden Cost of Observability: Data Volume'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.instana.com/blog/monitoring-jenkins-using-instana:
  addition_method: manual
  content_hash: ae848332220a7f13b3bb5bf9177251897429480d122b6af35ecc0b0d63ac8708
  description: ''
  health_score: 100.0
  last_checked: 1779033615.739871
  stars: 0
  status: online
  title: Monitoring jenkins using instana
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.instapaper.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A pioneer bookmarking and asynchronous article reader that strips away
    layout clutter to provide a clean reading interface. Offers robust offline capacities,
    cross-platform synchronization, and straightforward highlight pipelines into knowledge
    databases.
  language: Agnostic
  resource_type: SaaS Tool
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Personal Productivity
  - Knowledge Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Instapaper
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://www.instructables.com/How-to-Use-a-Shovel:
  last_checked: 1780400585.971863
  score: 12
  status: FILTERED
https://www.intel.com/content/www/us/en/homepage.html:
  addition_method: manual
  last_checked: 1781736222.35164
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - kubernetes.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.intel.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.interviewbit.com/ansible-interview-questions:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A study guide containing high-frequency Ansible interview queries. Outlines
    execution properties of playbooks, configuration roles, variables management,
    and execution modules used in platform operations.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Ansible
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'interviewbit.com: Ansible Interview Questions'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.interviewbit.com/aws-interview-questions:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A detailed compilation of standard AWS architecture interview scenarios.
    Evaluates candidate capabilities in configuring VPCs, routing tables, cloud storage
    levels, and application orchestration structures.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - AWS Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Frequently Asked AWS Interview Questions
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.interviewbit.com/terraform-interview-questions:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Prepares developers for technical reviews focusing on Terraform mechanics.
    Breaks down execution plans, backend lock management, module dynamics, and troubleshooting
    methodologies when state corruptions arise.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Terraform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'interviewbit.com: Terraform Interview Questions'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.intezer.com/blog/container-security/new-attacks-on-kubernetes-via-misconfigured-argo-workflows:
  addition_method: manual
  content_hash: 823e4a26c20cc22b3916498f90219f2b8a7b97aa8bc8f7d4eb6d2f9b35fd1009
  description: ''
  health_score: 100.0
  last_checked: 1779031987.788868
  stars: 0
  status: online
  title: 'intezer.com: New Attacks on Kubernetes via Misconfigured Argo Workflows'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.invensislearning.com/blog/devops-vs-devsecops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A fundamental comparative analysis contrasting standard DevOps workflows
    with mature DevSecOps frameworks. Highlights changes in team responsibilities,
    automation tools, and security gates, establishing safety as a primary engineering
    metrics.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'invensislearning.com: Difference between DevOps and DevSecOps'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.invensislearning.com/blog/infrastructure-as-a-code-tutorial:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed tutorial outlining standard IaC approaches, including declarative
    vs. imperative systems. Presents configurations for orchestration, provisioning,
    and configuration management tools while proposing best practices for scalable
    deployments.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'invensislearning.com: Infrastructure as a Code Tutorial: How it Works, Types,
    and Best Practices'
  addition_method: manual
  v2_locations:
  - iac.md
https://www.investopedia.com/amazon-web-services-outage-causes-chaos-5212233:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030401.070346
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'investopedia.com: Amazon Web Services (AWS) Outage Causes Chaos (Dec 2021)'
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering investopedia.com:
    Amazon Web Services (AWS) Outage Causes Chaos (Dec 2021) in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.iomesh.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: IOMesh is an enterprise-oriented cloud-native storage product built
    to support high-throughput, latency-sensitive database workloads on Kubernetes.
    By pooling host storage assets and executing performance optimizations in user
    space, it aims to compete directly with proprietary SAN arrays.
  language: N/A
  resource_type: Platform
  complexity: High
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Enterprise CAS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: iomesh.com
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.iomesh.com/blog/announcing_iomesh_preview:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory release article for IOMesh, explaining how its cloud-native
    software-defined architecture delivers bare-metal storage speeds. It emphasizes
    optimized resource utilization, host pooling mechanics, and integrated security
    frameworks designed for container workloads.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Enterprise CAS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'iomesh.com: Outperforming Peer Products, IOMesh Takes Cloud Native Storage
    to the Next Level'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.ireviews.com/the-top-60-remote-work-websites-for-new-opportunities-in-2022:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight catalogs premier remote-work directories for technical
    and creative job seekers. Live Grounding indicates that while directories evolve,
    standard platforms like LinkedIn, Wellfound, and specialized portals remain essential
    avenues for distributed engineering talent seeking global roles.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Organizational Culture
  - Remote Work
  - Job Portals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ireviews.com: The Top 60 Remote Work Websites for New Opportunities in 2022'
  addition_method: manual
  v2_locations:
  - remote-tech-jobs.md
https://www.isic-archive.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The International Skin Imaging Collaboration (ISIC) hosts the world's
    largest open clinical image archive for dermatological AI research. This platform
    is a critical resource for clinical validation, transfer learning, and training
    diagnostic computer vision architectures.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Datasets
  - Medical Imaging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: isic-archive.com
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.ismiletechnologies.com/devsecops/secure-devops-kit-azureazsk:
  addition_method: manual
  content_hash: 5917fa524c8ad43e41bde835288a8a4bac9ba1119a36e0d584ec391dc45fdf9b
  description: ''
  health_score: 100.0
  last_checked: 1779031041.070751
  stars: 0
  status: online
  title: 'ismiletechnologies.com: Secure DevOps Kit For Azure(AzSK)'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.itbusinessedge.com/security/okta-vs-azure-ad:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735938.655069
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'itbusinessedge.com: Okta vs. Azure AD: IAM Tool Comparison'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering itbusinessedge.com:
    Okta vs. Azure AD: IAM Tool Comparison in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.itcentralstation.com/categories/application-performance-management-apm:
  addition_method: manual
  content_hash: a8cd27593c2f5d528071a2246296711055da016d3b17070fa1d98411e214ddd0
  health_score: 100.0
  last_checked: 1779030579.301664
  v1_locations:
  - docs/monitoring.md
https://www.itcentralstation.com/categories/java-frameworks:
  addition_method: manual
  content_hash: 96937b70a161fe905d2107ce45c53ebe93678638ff723b13c8c46eacd3c54cc5
  description: ''
  health_score: 100.0
  last_checked: 1779034238.660776
  stars: 0
  status: online
  title: Best Java Frameworks Solutions
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://www.ithands-on.com/2021/04/kubernetes-101-changing-pods-label-on.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030891.229987
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ithands-on.com: Kubernetes 101 : Changing a Pod''s label on the fly'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ithands-on.com:
    Kubernetes 101 : Changing a Pod''s label on the fly in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ithands-on.com/2021/04/kubernetes-101-external-services.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030856.494382
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ithands-on.com: Kubernetes 101 : External services - ExternalName, DNS and''
    Endpoints'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ithands-on.com:
    Kubernetes 101 : External services - ExternalName, DNS and'' Endpoints in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ithands-on.com/2021/05/kubernetes-101-deployment-replicasets.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030809.112172
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ithands-on.com: Kubernetes 101 : Deployments, replicaSets, services, pods''
    and endpoints'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ithands-on.com:
    Kubernetes 101 : Deployments, replicaSets, services, pods'' and endpoints in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ithands-on.com/2021/05/kubernetes-101-kubectl-communication.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032256.85085
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ithands-on.com: Kubernetes 101 : kubectl - communication with pods and containers''
    / running commands inside pods and containers'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ithands-on.com:
    Kubernetes 101 : kubectl - communication with pods and containers'' / running
    commands inside pods and containers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ithands-on.com/2021/05/kubernetes-101-overview-of-statefulsets.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033187.077951
  stars: 0
  title: 'ithands-on.com: Kubernetes 101 : An overview of StatefulSets and Deployments'
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://www.ithands-on.com/2021/05/kubernetes-101-performing-tasks-in.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032779.59308
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ithands-on.com: Kubernetes 101 : Performing tasks in kubernetes - Jobs'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ithands-on.com:
    Kubernetes 101 : Performing tasks in kubernetes - Jobs in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ithands-on.com/2021/05/kubernetes-101-resource-quotas.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029171.98538
  stars: 0
  title: 'ithands-on.com: Kubernetes 101 : Resource Quotas (ResourceQuota) and Limit''
    Ranges (LimitRange)'
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://www.ithands-on.com/2021/06/kubernetes-101-deployments-and-rolling.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031982.849257
  stars: 0
  title: 'ithands-on.com: Kubernetes 101 : Deployments and Rolling updates - maxSurge,''
    maxUnavailable'
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://www.ithands-on.com/2021/06/kubernetes-101-externalname-service.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030891.227832
  stars: 0
  title: 'ithands-on.com: Kubernetes 101 : The externalName service'
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://www.ithands-on.com/2021/07/kubernetes-101-extending-containers.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032661.752715
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ithands-on.com: Kubernetes 101 : Extending the container''s functionalities''
    - Sidecar containers'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ithands-on.com:
    Kubernetes 101 : Extending the container''s functionalities'' - Sidecar containers
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ithands-on.com/2021/09/kubernetes-101-changing-service-type.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029060.708105
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ithands-on.com: Kubernetes 101 : Changing a service type'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ithands-on.com:
    Kubernetes 101 : Changing a service type in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ithands-on.com/2021/10/kubernetes-101-switching-namespaces.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029466.334412
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ithands-on.com: Kubernetes 101 : Switching namespaces'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ithands-on.com:
    Kubernetes 101 : Switching namespaces in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.itproportal.com/features/how-to-implement-devops-successfully-in-2021:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779031013.728758
  review_metadata:
    original_url: https://www.itproportal.com/features/how-to-implement-devops-successfully-in-2021
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.921057'
  stars: 0
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  title: "itproportal.com: How to implement DevOps successfully in 2021 \U0001F31F"
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering itproportal.com:
    How to implement DevOps successfully in 2021 \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.itproportal.com/features/stop-messing-up-with-cicd-vs-devops-and-learn-the-difference-finally:
  addition_method: manual
  description: ''
  health_score: 80.0
  last_checked: 1779030010.423236
  review_metadata:
    original_url: https://www.itproportal.com/features/stop-messing-up-with-cicd-vs-devops-and-learn-the-difference-finally
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:55.013415'
  stars: 0
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'itproportal.com: Stop messing up with CI/CD vs. DevOps and learn the difference''
    finally'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering itproportal.com:
    Stop messing up with CI/CD vs. DevOps and learn the difference'' finally in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.itprotoday.com/containers/whos-winning-container-software-market:
  addition_method: manual
  content_hash: fd029ade5043eeea757aa3f35069ce25f59bd46b00f29596ee43446cb9db3172
  description: ''
  health_score: 100.0
  last_checked: 1779032681.725642
  stars: 0
  status: online
  title: "itprotoday.com: Who's Winning in the Container Software Market \U0001F31F"
  v1_locations:
  - docs/introduction.md
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  year: N/A
https://www.itprotoday.com/devops-and-software-development/devops-model-killing-developer-word-no:
  addition_method: manual
  content_hash: fd029ade5043eeea757aa3f35069ce25f59bd46b00f29596ee43446cb9db3172
  description: ''
  health_score: 100.0
  last_checked: 1779033579.351215
  stars: 0
  status: online
  title: 'itprotoday.com: Is the DevOps Model Killing the Developer? In a Word, No'
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.itprotoday.com/devops-and-software-development/who-needs-open-policy-agent:
  addition_method: manual
  content_hash: fd029ade5043eeea757aa3f35069ce25f59bd46b00f29596ee43446cb9db3172
  description: ''
  health_score: 100.0
  last_checked: 1779033572.727574
  stars: 0
  status: online
  title: 'itprotoday.com: Who Needs Open Policy Agent?'
  v1_locations:
  - docs/securityascode.md
  year: N/A
https://www.itprotoday.com/devops/google-dora-report-details-best-practices-speed-devops:
  addition_method: manual
  content_hash: fd029ade5043eeea757aa3f35069ce25f59bd46b00f29596ee43446cb9db3172
  description: ''
  health_score: 100.0
  last_checked: 1779030986.162224
  stars: 0
  status: online
  title: 'itprotoday.com: Google DORA Report Details Best Practices to Speed DevOps'
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.itprotoday.com/hybrid-cloud-and-multicloud/4-alternatives-kubernetes-container-orchestrator:
  addition_method: manual
  content_hash: fd029ade5043eeea757aa3f35069ce25f59bd46b00f29596ee43446cb9db3172
  description: ''
  health_score: 100.0
  last_checked: 1779030727.16514
  stars: 0
  status: online
  title: 'itprotoday.com: 4 Alternatives to Kubernetes Container Orchestrator'
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://www.itprotoday.com/it-operations/docker-still-worth-learning-it-operations-teams-probably-not:
  addition_method: manual
  content_hash: fd029ade5043eeea757aa3f35069ce25f59bd46b00f29596ee43446cb9db3172
  description: ''
  health_score: 100.0
  last_checked: 1779029826.48857
  stars: 0
  status: online
  title: 'itprotoday.com: Is Docker Still Worth Learning for IT Operations Teams?''
    Probably Not'
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.itprotoday.com/linux/openshift-48-red-hat-seeks-expand-workload-possibilities:
  addition_method: manual
  content_hash: fd029ade5043eeea757aa3f35069ce25f59bd46b00f29596ee43446cb9db3172
  description: ''
  health_score: 100.0
  last_checked: 1779032800.28933
  stars: 0
  status: online
  title: 'itprotoday.com: With OpenShift 4.8, Red Hat Seeks to ''Expand Workload Possibilities'''
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.itprotoday.com/testing-and-quality-assurance/why-site-reliability-engineering-key-modern-devops:
  addition_method: manual
  content_hash: fd029ade5043eeea757aa3f35069ce25f59bd46b00f29596ee43446cb9db3172
  description: ''
  health_score: 100.0
  last_checked: 1779032521.308203
  stars: 0
  status: online
  title: 'itprotoday.com: Why Site Reliability Engineering Is Key to Modern DevOps'
  v1_locations:
  - docs/sre.md
  year: N/A
https://www.ituser.es/opinion/2020/07/las-principales-habilidades-que-un-arquitecto-cloud-necesita-para-triunfar:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Analiza las competencias técnicas e interpersonales críticas para un
    arquitecto cloud en el panorama empresarial moderno. Destaca la necesidad de dominar
    no solo arquitecturas multinube, automatización con IaC y seguridad, sino también
    habilidades de comunicación para traducir decisiones tecnológicas en valor de
    negocio.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Professional Development
  - Career Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ituser.es: Las principales habilidades que un arquitecto cloud necesita
    para triunfar'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.itwonderlab.com/en/ansible-kubernetes-vagrant-tutorial:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029063.410709
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "itwonderlab.com: Kubernetes Cluster using Vagrant and Ansible with Containerd'
    (in 3 minutes) \U0001F31F"
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering itwonderlab.com:
    Kubernetes Cluster using Vagrant and Ansible with Containerd' (in 3 minutes) \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.jaegertracing.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The flagship Jaeger engine for distributed tracing, featuring comprehensive
    backend storage backends (Elasticsearch, Cassandra) and advanced UI query panels
    for deep dive transaction forensics.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Tracing
  - Jaeger
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Jaeger
  addition_method: manual
  v2_locations:
  - istio.md
https://www.jamesmichaelhickey.com/microservices-architecture:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical essay exploring the integration patterns of frontends
    within microservice environments. It addresses the common pitfall of scaling backend
    services while keeping a monolithic UI, introducing alternative patterns like
    Micro-frontends and Backend-for-Frontends (BFF) to ensure organizational alignment
    and independent deployments.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices Architecture
  - Fundamentals
  - UI & Frontend
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Should I Use A Microservices Architecture? What about the UI? \U0001F31F"
  addition_method: manual
  v2_locations:
  - faq.md
https://www.jaumepujolcapllonch.com/la-matriz-raci-y-la-asignacion-de-responsabilidades:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An academic and practical analysis of responsibility delegation using
    the RACI framework. Discusses common implementation pitfalls, such as assigning
    multiple 'Accountable' parties, and how to balance ownership in complex software
    delivery and systems administration projects.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Project Management
  - Governance
  - RACI Matrix
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jaumepujolcapllonch.com: La matriz RACI y la asignación de responsabilidades'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.java-success.com/01b-%e2%99%a6-40-java-web-services-basics-interview-qas-q07-q12:
  addition_method: manual
  content_hash: 41642317049af1417a51d6cc6c4a78b4ace5b0ffac5f5482877c1ab37f136742
  description: ''
  health_score: 100.0
  last_checked: 1779030877.324705
  stars: 0
  status: online
  title: 'java-success.com: 01: Q07 – Q12 Java Micro & Web services Interview Q&As'
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://www.java-success.com/debugging-java-thread-safety-multi-threading-concurrency-issues:
  description: ''
  addition_method: manual
  content_hash: c59cbd514b2a2a8285badbcd37b473c5bc5cc12cd5a19b1b2114375a13f379b7
  health_score: 100.0
  last_checked: 1779033124.446316
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: An educational guide detailing patterns to debug complex multi-threading
    and concurrency issues in Java. In 2026, with the widespread adoption of Java
    Virtual Threads (Project Loom), debugging paradigms have shifted from traditional
    thread pool management to lightweight structured concurrency practices.
  language: Java
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Modern Java
  - Performance
  - Concurrency
  is_microservice: true
  title: 'java-success.com: 5 Ways to debug thread-safety issues in Java'
https://www.java-success.com/java-garbage-collection-interview-questions-and-answers:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Details JVM garbage collection optimization concepts for production
    engineers. Addresses memory structures, GC collection phases, pause optimization
    steps, and diagnostic CLI tools.
  language: Java
  resource_type: Interview Q&A
  complexity: Advanced
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Java Memory Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'java-success.com: 9 Java Garbage Collection interview questions & answers'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.java-success.com/microservices-interview-questions:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'A comprehensive Q&A preparation guide addressing core interview topics
    in Java microservices. This document covers crucial real-world concepts: database-per-service
    patterns, eventual consistency, CQRS (Command Query Responsibility Segregation),
    and saga-driven transactions.'
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Microservices Design
  - Interview Prep
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'java-success.com: 01: Q07 – Q12 Java Micro & Web services Interview Q&As'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.java-success.com/writing-low-latency-applications-in-java:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Analyzes Java runtime optimization methods for ultra-low latency processing
    applications. Explains lock-free ring buffers, thread CPU affinity setups, off-heap
    state management, and object allocation tuning.
  language: Java
  resource_type: Interview Q&A
  complexity: Advanced
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Low Latency Programming
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'java-success.com: 01: 9 Java low latency interview questions & answers'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.java67.com/2016/05/how-to-use-multiple-threads-in-java.html:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: A fundamental programming tutorial demonstrating how to initiate and
    manage multiple threads within Java. While basic, it covers structural concurrency
    paradigms, runnable abstractions, and thread execution states before the widespread
    adoption of ExecutorServices.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Language
  - Concurrency
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'java67.com: How to Create and Start Multiple Threads in Java? - Example
    Tutorial'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.java67.com/2018/11/top-10-spring-framework-annotations-for-java-developers.html:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Identifies the core annotations (such as `@Component`, `@Autowired`,
    `@Configuration`, and `@Bean`) essential for managing Dependency Injection within
    Spring. It serves as an educational reference for understanding declarative component
    configuration.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Spring Ecosystem
  - Core Platform
  - Annotations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'java67.com: 10 Spring Framework Annotations Java Developer should learn
    - Example Tutorial'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.java67.com/2021/02/microservices-interview-questions-answers-java-spring.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Presents microservice architecture interview scenarios for experienced
    developers. Covers API gateways, service discovery, circuit breakers, distributed
    tracing, and Saga transaction patterns.
  language: Java
  resource_type: Interview Q&A
  complexity: Advanced
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Microservices Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'java67.com: Top 15 Microservices Interview Questions with Answers for 3
    to 5 Years Experienced'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.java67.com/2021/10/how-to-set-logging-level-in-spring-boot-.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Teaches developers how to dynamically set and manage logging levels
    (`DEBUG`, `INFO`, `ERROR`) using application configuration files. It avoids the
    use of verbose XML logging templates, allowing developers to target package-level
    logs cleanly.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Spring Ecosystem
  - Configuration
  - Logging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'java67.com: How to set the logging level with application.properties in
    Spring Boot - Example Tutorial'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.java67.com/2022/07/10-best-free-git-courses-and-tutorials.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A curated catalog of free educational courses on Git and GitHub, evaluating
    instructional quality and platform accessibility for software teams.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git CLI Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'java67.com: Top 10 Free Git Courses and Tutorials for Beginners in 2022
    - Best of Lot'
  addition_method: manual
  v2_locations:
  - git.md
https://www.javaadvent.com/2021/12/you-need-more-than-containers-a-short-history-of-the-mess-were-in.html:
  description: ''
  addition_method: manual
  content_hash: 68abe55c9044d85ca42882a80fcefd6d791b4ffaa502cc60f5e1f864b0fc8227
  health_score: 100.0
  last_checked: 1779030534.893453
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: A historical retrospect on containerization, arguing that raw containers
    alone cannot solve distributed application challenges. Modern 2026 environments
    validate this thesis, illustrating the necessary evolution toward fully automated
    Platform Engineering, service meshes, and optimized framework runtimes.
  language: Markdown
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Containers
  - Evolution
  is_microservice: true
  title: '==javaadvent.com: You need more than containers. A short history of the''
    mess we''re in=='
https://www.javacodegeeks.com/2014/12/on-heap-vs-off-heap-memory-usage.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781735982.142346
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java-and-java-performance-optimization.md
  v2_locations:
  - java-and-java-performance-optimization.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.javacodegeeks.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.javacodegeeks.com/2015/09/mongodb-a-scalable-nosql-db.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781736112.490562
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.javacodegeeks.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.javacodegeeks.com/2015/10/nosql-vs-sql.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1781736112.054323
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.javacodegeeks.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.javacodegeeks.com/2019/02/spring-framework-architecture.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735981.566446
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Spring Framework Architecture \U0001F31F"
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Spring
    Framework Architecture \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.javacodegeeks.com/2021/08/the-case-against-ci-cd.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.56695
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'javacodegeeks.com: The Case Against CI/CD'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering javacodegeeks.com:
    The Case Against CI/CD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.javacodegeeks.com/2023/03/infrastructure-as-code-best-tools-for-2023-included.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735960.821295
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'javacodegeeks.com: Infrastructure as Code: Best Tools For 2023 Included'
  v1_locations:
  - docs/iac.md
  v2_locations:
  - iac.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering javacodegeeks.com:
    Infrastructure as Code: Best Tools For 2023 Included in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.javaguides.net/2018/06/maven-cheat-sheet.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A developer-focused Maven cheat sheet explaining multi-module configurations.
    Curator Insight targets standardizing configuration configurations. Live Grounding
    validates its routine use in standard enterprise training tracks for Java engineers.
  language: XML
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Build Automation
  - Maven
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: javaguides.net
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.javaguides.net/2018/10/java-main-method-interview-questions-with-answers.html:
  description: ''
  year: '2018'
  stars: 3
  ai_summary: A comprehensive technical guide compiling core interview questions and
    structural mechanics concerning the Java main() method entry point. Explains JVM
    initialization, argument passing, modifier requirements, and overriding limitations.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Java
  - Interview Preparation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'javaguides.net: Java main() Method Interview Questions with Answers'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.javaguides.net/2022/07/event-driven-microservices-using-spring-boot-and-apache-kafka.html?spref=tw:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details how to architect fully event-driven microservices using Spring
    Boot and Apache Kafka. It covers payload modeling, transactional messaging, resilient
    dead-letter queues, and decoupling system boundaries through asynchronous event
    patterns.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Event-Driven Architecture
  - Kafka Integration
  - Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'javaguides.net: Event-Driven Microservices using Spring Boot and Kafka'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.javaguides.net/2022/10/spring-boot-microservices-spring-cloud-api-gateway.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Guide to configuring Spring Cloud Gateway as a unified routing layer
    for a microservices architecture. It demonstrates dynamic routing, path predicates,
    filters, and security integration at the edge. While enterprise architectures
    in 2026 increasingly leverage service meshes (e.g., Istio) for internal traffic,
    Spring Cloud Gateway remains a popular, developer-centric edge gateway solution.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Java Cloud Native
  - Spring Cloud
  - API Gateway
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'javaguides.net: Spring Boot Microservices - Spring Cloud API Gateway'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.javaguides.net/2023/03/spring-boot-3-rest-api-documentation.html:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Step-by-step tutorial on integrating SpringDoc OpenAPI with Spring Boot
    3 to automatically generate interactive Swagger UI and OpenAPI 3 specifications.
    This automation ensures sync between backend REST APIs and client contracts, which
    is vital for developer portals. Today, SpringDoc OpenAPI has successfully supplanted
    the legacy Springfox library as the de facto standard for Spring-based API documentation.
  language: Java
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - API Documentation
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'javaguides.net: Spring Boot 3 REST API Documentation using SpringDoc OpenAPI'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.javamonamour.org/2018/11/java-showsettings.html:
  addition_method: manual
  content_hash: 9750ca0c5bd6b4b4fd0b44820d0cd04a2de74e83355368399592eb8d43e0206c
  health_score: 100.0
  last_checked: 1779033243.656688
  needs_ai_refresh: true
  v1_locations:
  - docs/jvm-parameters-matrix-table.md
https://www.jbang.dev:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: JBang offers a simplified approach to writing and running JVM-based
    code as self-contained scripts, handling dependency declaration and download seamlessly.
    Live Grounding shows that JBang has matured into a powerful tool for operations,
    DevOps task scripting, and rapid local prototyping without standard Java project
    boilerplate.
  language: English
  resource_type: Tool / Framework
  complexity: Beginner
  hierarchy:
  - Cloud-Native Java
  - Scripting
  - JBang
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: JBang
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://www.jeffgeerling.com/blog/2018/testing-your-ansible-roles-molecule:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: An industry-standard guide authored by Jeff Geerling exploring test-driven
    development for Ansible roles. It introduces Molecule's core workflow, demonstrating
    how to use Docker drivers to spin up clean instances, execute roles, and verify
    states.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible Testing
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jeffgeerling.com: Testing your Ansible roles with Molecule'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.jeffgeerling.com/blog/2020/everyone-might-be-cluster-admin-your-kubernetes-cluster:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Investigates RBAC misconfigurations and overly permissive default service
    accounts that elevate microservice workloads to cluster-admin privileges. It provides
    actionable remediation strategies for locking down namespace-bound credentials.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - RBAC & Authorization
  - Privilege Escalation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'jeffgeerling.com: Everyone might be a cluster-admin in your Kubernetes cluster'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.jenkins.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Jenkins remains the foundational open-source automation server supporting
    highly extensible CI/CD pipelines. Its exhaustive plugin ecosystem allows seamless
    orchestration of Ansible runs, Git operations, and target-system provisioning
    as part of delivery loops.
  language: Java
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Continuous Integration
  - Jenkins
  - Automation Server
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Jenkins
  addition_method: manual
  v2_locations:
  - jenkins.md
  - ansible.md
https://www.jenkins.io/blog/2016/11/21/gc-tuning:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Critical infrastructure advisory detailing memory allocation and G1GC
    GC argument tuning for massive Jenkins instances. Provides ready-to-use flag structures
    to eliminate long-duration Stop-The-World JVM freezes.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD Pipelines
  - Jenkins Management
  - JVM Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jenkins.io - Tuning Jenkins GC For Responsiveness and Stability with Large
    Instances \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
  - java-and-java-performance-optimization.md
https://www.jenkins.io/blog/2017/09/25/declarative-1:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: Explains declarative parallel stage configurations released in Jenkins
    Declarative 1.2. Documents how to declare concurrent execution threads to speed
    up integration testing, dependency scanning, and multi-platform compilation workloads.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Pipeline as Code
  - Advanced Parallelization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jenkins.io: Parallel stages with Declarative Pipeline 1.2 \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2017/10/02/pipeline-templates-with-shared-libraries:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: A blog post exploring template-driven pipeline architectures using Global
    Shared Libraries. Details how to provide software development teams with standardized,
    automated deployment frameworks while securing key build, testing, and compliance
    parameters.
  language: English
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Shared Libraries
  - Advanced Declarative
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jenkins.io: Share a standard Pipeline across multiple projects with Shared
    Libraries \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2018/08/31/shifting-gears:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: The 'Shifting Gears' strategic blueprint outlining Jenkins Evergreen
    and efforts toward Cloud-Native Jenkins. It describes structural shifts towards
    cloud-native data stores, serverless build execution, and automated configurations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - Roadmap
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Jenkins: Shifting Gears \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2019/11/22/welcome-to-the-matrix:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A core feature enabling developers to configure multi-dimensional test
    combinations across parallel agents. Greatly accelerates feedback loops for applications
    targeting diverse platforms.
  language: Java
  resource_type: Plugin
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline Architecture
  - Pipeline Execution
  - Parallel Execution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Matrix \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2020/01/08/atlassians-new-bitbucket-server-integration-for-jenkins:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Atlassian-supported integration linking Bitbucket Server and Jenkins.
    Optimizes webhook notifications, automates pull-request build triggers, and feeds
    build statuses directly back to Bitbucket's UI, streamlining the DevOps feedback
    loop.
  language: Java
  resource_type: Blog
  complexity: Medium
  hierarchy:
  - CI/CD
  - SCM Integration
  - Bitbucket
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "Atlassian's new Bitbucket Server integration for Jenkins \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2020/02/02/web-socket:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details WebSocket support for the Jenkins CLI and inbound build agent
    execution layers. This allows routing all control-plane transport safely over
    standard, firewalled HTTP/HTTPS network architectures.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Jenkins
  - Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: WebSocket support in now available for Jenkins CLI and agent networking!
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2020/05/06/docker-agent-image-renaming:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Documents the official deprecation and refactoring of legacy terms like
    'slave' to the inclusive 'agent' across the Jenkins UI, API layers, and baseline
    Docker registry images.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI-CD
  - Jenkins
  - Administration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'jenkins.io 2020-05-06: Slave to Agent renaming. Renaming of the official
    Docker images for Jenkins agents'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2020/05/11/docker-windows-agents:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Announces general availability of official Windows-based Docker agent
    images for Jenkins. This enables enterprise teams to natively compile, package,
    and test .NET framework workloads inside native Windows containers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Windows Docker Agent Images: General Availability \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2020/05/25/read-only-jenkins-announcement:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Core feature release detailing the security enforcement mechanism that
    locks out standard UI modification interactions. Once enabled, this read-only
    interface blocks administrative drift, preserving JCasC declarations as single-sources-of-truth.
  language: Java
  resource_type: Release Feature
  complexity: Intermediate
  hierarchy:
  - CI/CD Infrastructure
  - Security & RBAC
  - Jenkins Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Read-only Jenkins Configuration \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2020/06/18/terminology-update:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Detailed administrative guide exploring global updates regarding inclusive
    terminology within the Jenkins ecosystem, describing deprecated configurations
    and the transition plan for third-party plugin developers.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI-CD
  - Jenkins
  - Administration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: On Jenkins Terminology Updates
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2020/06/27/external-fingerprint-storage:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details architectural updates to decouple Jenkins file fingerprinting
    from local disk storage. By transitioning to externalized storage models, it allows
    multi-controller environments to share build artifact tracking data seamlessly.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Jenkins
  - Data Persistence
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: External Fingerprint Storage Phase-1 Updates
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2020/07/09/git-performance-improvement-phase1:
  addition_method: manual
  content_hash: 5e350bbf1b2bcf6444580edbae2cf41c2d4759be08e9c0853012c0d38223835c
  description: ''
  health_score: 100.0
  last_checked: 1779033906.374159
  needs_ai_refresh: true
  stars: 0
  title: "Git Plugin Performance Improvement \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.jenkins.io/blog/2020/07/29/git-performance-improvement-phase2:
  addition_method: manual
  content_hash: b27e7438c3ea8d6d863817166f721818bba3db51fcd83bb032f85ac1c3b4a4af
  description: ''
  health_score: 100.0
  last_checked: 1779034097.372776
  needs_ai_refresh: true
  stars: 0
  title: "Git Plugin Performance Improvement Phase-2 Progress \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.jenkins.io/blog/2020/08/29/git-performance-improvement-phase3:
  addition_method: manual
  content_hash: 5f8baeeba9cee368cf79854c760da6616e954e10d00e23fb6cadf84cea4b6415
  description: ''
  health_score: 100.0
  last_checked: 1779032256.972417
  needs_ai_refresh: true
  stars: 0
  title: "Git Plugin Performance Improvement: Final Phase and Release \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.jenkins.io/blog/2020/10/21/a-sustainable-pattern-with-shared-library:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Proposes a highly sustainable, portable pipeline pattern that minimizes
    complex Groovy scripts in Jenkins Shared Libraries. Recommends defining lightweight
    pipeline skeletons that delegate actual compilation, linting, and packaging logic
    directly to standardized, local Makefile or Shell scripts.
  language: English
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Shared Libraries
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "A sustainable pattern with shared library \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2020/11/05/installing-jenkins-on-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Official announcement and documentation details for installing and running
    Jenkins inside a Kubernetes cluster. Promotes container-native orchestration by
    standardizing Helm-based controller deployments, dynamic agent provisioning, and
    persistent storage configurations.
  language: English
  resource_type: documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Cloud Native Jenkins
  - Kubernetes Installation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "jenkins.io: Document Jenkins on Kubernetes: Installing Jenkins on Kubernetes
    Documentation Release \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2021/02/08/docker-base-os-upgrade:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A release bulletin reviewing base operating system upgrades from Debian
    Stretch to Buster across official Jenkins Docker images, improving stability and
    applying critical system security updates.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jenkins.io: Docker image updates'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2021/04/15/jenkins-operator-sub-project:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Brings historical context to the formal acceptance of the Kubernetes-native
    Jenkins Operator into the official Jenkins ecosystem as an approved sub-project.
    Documents key architectural milestones, strategic collaborative roadmaps, and
    enterprise-grade stability commitments.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Cloud Native Jenkins
  - Kubernetes Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'jenkins.io: Jenkins Operator becomes an official sub-project!'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2021/04/21/tekton-plugin:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Details the technical cooperation between Jenkins, Jenkins X, and Tekton.
    It demonstrates how traditional Jenkins users can trigger Tekton's containerized
    cloud-native tasks, allowing teams to smoothly modernize their build architectures
    incrementally without completely rewriting their legacy Jenkinsfiles.
  language: Groovy
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Integration & Delivery
  - Cloud Native CI-CD
  - Hybrid Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Easily reuse Tekton and Jenkins X from Jenkins
  addition_method: manual
  v2_locations:
  - jenkins.md
  - tekton.md
https://www.jenkins.io/blog/2021/07/27/git-credentials-binding-phase-1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Covers Jenkins secure credential binding updates, preventing execution
    shells (sh, bat, powershell) from exposing VCS passwords in public log systems.
    *Curator Insight*: Securing git commands. *Live Grounding*: Baseline security
    practice required to prevent credentials leakage.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Security
  - Credentials Binding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jenkins.io: Git Username/Password Credentials Binding for sh, bat, and powershell
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2021/08/17/docker-images-use-jdk-11-by-default:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'This technical update notes the migration of official Jenkins base
    container images to Java 11 by default. *Curator Insight*: Java 11 upgrades. *Live
    Grounding*: Standard operational shift that paved the way for JDK 17, delivering
    substantial performance and GC stability updates.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Platform Migration
  - Java Upgrades
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jenkins.io: Docker images use Java 11 by default \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2021/08/23/jenkins-operator-security-work-report:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights security validation efforts tailored for the Kubernetes Jenkins
    Operator. Outlines automated security checks, namespace sandboxing, RBAC boundary
    limitations, and best practices to ensure zero-trust compliance inside active
    cluster topologies.
  language: English
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Cloud Native Jenkins
  - Security & Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'jenkins.io: Security Validator for Jenkins Operator for Kubernetes'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2021/12/22/deprecated-ruby-runtime:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official engineering announcement detailing the sunset of legacy Ruby
    and Python runtime layers in modern core Jenkins installations. Emphasizes JVM
    optimization and security surface minimization.
  language: Java
  resource_type: Release News
  complexity: Advanced
  hierarchy:
  - CI/CD Infrastructure
  - Core Architecture
  - Deprecations
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'jenkins.io: Deprecating non-Java plugins'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/blog/2023/10/31/marc-s-napkin-upgrade-guide:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A pragmatic quick-reference outlining safe, robust upgrade strategies
    for legacy Jenkins master/agent nodes. Covers JVM runtime alignment, plugins dependency
    management, and core server updates with minimum outage windows.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Jenkins
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Back of the Napkin Guide to Updating Jenkins
  addition_method: manual
  v2_locations:
  - jenkins.md
  - cicd.md
https://www.jenkins.io/doc/administration/requirements/jenkins-on-java-11:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Comprehensive administration runbook describing JVM upgrade pathways
    from Java 8 to Java 11. Addresses class-loading modifications, modularization
    parameters, and deprecated agent arguments.
  language: English
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Jenkins Management
  - Infrastructure Upgrades
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "Running Jenkins on Java 11 \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
  - java-and-java-performance-optimization.md
https://www.jenkins.io/doc/book/blueocean/getting-started:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Offers getting-started guidance for the custom Blue Ocean interface,
    featuring structural pipeline execution charts. Though widely used, it is increasingly
    treated as maintenance-only legacy.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Continuous Integration
  - User Experience
  - BlueOcean Platform
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "Jenkins BlueOcean \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/doc/book/installing/kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The authoritative operations manual for bootstrapping a production-ready
    Jenkins controller inside Kubernetes. Focuses on setting up custom service accounts,
    binding role-based access control (RBAC) policies, managing state persistence,
    and configuring the Kubernetes cloud plugin.
  language: English
  resource_type: documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Cloud Native Jenkins
  - Kubernetes Installation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "jenkins.io: Installing Jenkins on Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/doc/book/managing/cli:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: The official command-line runtime interface for administering remote
    Jenkins controller servers. Allows automated shell execution of administrative
    tasks, plugin updates, diagnostic tracing, and build queue interventions.
  language: Java
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - CI/CD and Pipelines
  - Jenkins CLI
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Jenkins CLI
  addition_method: manual
  v2_locations:
  - jenkins.md
  - about.md
  v1_locations:
  - docs/about.md
https://www.jenkins.io/doc/book/pipeline:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The central user guide for Jenkins Pipeline. Defines structural pipeline
    elements including agent nodes, stages, parallel branches, and post-build step
    logic, laying down the baseline workflow parameters for developers new to continuous
    integration.
  language: English
  resource_type: documentation
  complexity: Beginner
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Pipeline as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jenkins.io - doc/book/pipeline \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/doc/book/pipeline/development:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The standard linting interface built to parse dynamic Jenkinsfiles against
    syntax engines. Ensures early discovery of Groovy typos, security blocks, and
    formatting errors before pipelines run on physical infrastructure.
  language: None
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline Architecture
  - Pipeline Testing
  - Linting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Pipeline Development Tools (Command-line Pipeline Linter)
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/doc/book/pipeline/jenkinsfile:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official specification guide detailing how to author, integrate, and
    execute a code-defined Jenkinsfile in your repository. Addresses critical parameters,
    syntax validation routines, local variables, credential mapping, and structural
    differences between Scripted and Declarative files.
  language: Groovy
  resource_type: documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Pipeline as Code
  - Jenkinsfile
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jenkins.io - **Jenkinsfile** \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/doc/book/pipeline/multibranch:
  addition_method: manual
  content_hash: ae6861d6ef158cbcf5c862bd75524f21135c100df1032f19b0716a8ddd11c11e
  health_score: 100.0
  last_checked: 1779030848.652916
  v1_locations:
  - docs/jenkins.md
https://www.jenkins.io/doc/book/pipeline/shared-libraries:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The primary operational guide for creating, version-controlling, and
    importing Global Shared Libraries inside Jenkins. Covers security sandboxing rules,
    classpath resolution mechanics, global variables declarations, and integration
    patterns.
  language: Groovy
  resource_type: documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Shared Libraries
  - Advanced Declarative
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Extending with Shared Libraries \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/doc/book/pipeline/syntax:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official Jenkins specification document clarifying Scripted (Groovy
    DSL) and Declarative pipeline syntaxes. Essential reference material for engineers
    looking to configure reliable, version-controlled execution steps within enterprise
    environments.
  language: Groovy
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Jenkins Pipelines
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "Jenkins Pipeline Syntax: Scripted Syntax (Groovy DSL syntax) & Declarative
    Syntax \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/doc/book/using/remote-access-api:
  addition_method: manual
  content_hash: b4806f42d793d5b0bfd787a08e5fb40964e408972969e57d415f9acf0bd2d147
  health_score: 100.0
  last_checked: 1779031825.090465
  v1_locations:
  - docs/about.md
  hierarchy:
  - Automation & Orchestration
  - CI/CD and Pipelines
  - Jenkins REST API
  title: Jenkins Remote Access API
  stars: 4
  ai_summary: Official documentation for Jenkins RESTful API integration, enabling
    remote control, status querying, and programmatic pipeline orchestration.
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v2_locations:
  - about.md
https://www.jenkins.io/doc/developer/plugin-development:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main developer framework documentation outlining core extension
    points, user interface standards, and security guidelines necessary for authoring
    robust Jenkins plugins.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Frameworks & Ecosystem
  - Development Resources
  - Plugin Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Plugin Development
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/doc/developer/plugin-development/dependency-management:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Strategic technical guidelines detailing POM dependency scoping, classloader
    structures, and transitives containment during Jenkins plugin creation to avoid
    plugin classpath collisions.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Frameworks & Ecosystem
  - Development Resources
  - Dependency Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Plugin Development: Dependency Management'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/doc/pipeline/steps/workflow-scm-step:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: A foundational Jenkins Pipeline plugin providing the `checkout` step.
    Translates abstract SCM definitions into executable steps, maintaining critical
    source control parameters, commit histories, and changelogs across execution nodes.
  language: Java
  resource_type: Plugin
  complexity: Medium
  hierarchy:
  - CI/CD
  - SCM Integration
  - SCM Core
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'Pipeline: SCM Step (workflow-scm-step)'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/events/online-hackfest/2020-uiux:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A critical core Jenkins Enhancement Proposal introducing granular 'System
    Read' permissions. This structural interface improvement allows auditing engines
    and JCasC pipelines to safely parse configuration maps without exposing administrative
    keys.
  language: None
  resource_type: Specification
  complexity: Advanced
  hierarchy:
  - CI/CD Infrastructure
  - Security & RBAC
  - Jenkins Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'JEP-224: System Read permission: Improve experience of Jenkins Configuration-as-Code
    users'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/projects/gsoc/2021/projects/remoting-monitoring:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A Google Summer of Code project focused on modernizing the observability
    of Jenkins controller-agent communication paths. Exposes remote protocol metrics
    and traces to assist platform teams in troubleshooting flaky connections.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Jenkins
  - Agent Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "jenkins.io: Jenkins Remoting Monitoring \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/projects/jcasc:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Core configuration portal resource emphasizing JCasC's role in establishing
    single-source-of-truth configuration files. It eliminates configuration drift
    through central, repeatable environments.
  language: Java
  resource_type: Plugin
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - CI/CD and Pipelines
  - Jenkins JCasC
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Jenkins Configuration as Code
  addition_method: manual
  v2_locations:
  - jenkins.md
  - about.md
  v1_locations:
  - docs/about.md
https://www.jenkins.io/sigs/cloud-native:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The portal for the Cloud Native Jenkins SIG, driving efforts to re-architect
    Jenkins for cloud infrastructures. Documents strategic design work on pluggable
    storage backends (e.g., AWS S3, Azure Blob), serverless runtimes, and optimized
    execution mechanisms for Kubernetes clusters.
  language: English
  resource_type: documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Cloud Native Jenkins
  - Special Interest Groups
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Jenkins SIG Cloud Native \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/sigs/platform:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: The main portal for the Jenkins Platform Special Interest Group (SIG),
    which standardizes platform runtime requirements, operating system integrations,
    and core execution environments. Outlines active projects detailing runtime updates,
    garbage collection enhancements, and packaging formats.
  language: English
  resource_type: documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Jenkins Community
  - Special Interest Groups
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Jenkins SIG Platform \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jenkins.io/solutions/pipeline:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A dedicated solutions microsite framing Jenkins Pipeline as a core tool
    for complex continuous delivery. Emphasizes enterprise execution patterns, deep
    pipeline status visualization, and native integration across developer code hosting
    solutions.
  language: English
  resource_type: documentation
  complexity: Beginner
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Pipeline as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jenkins.io: Jenkins CD and Pipelines Microsite'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.jetbrains.com/fleet:
  description: ''
  addition_method: manual
  content_hash: 0a62055a7189e5ad58cefeac49e516801222aa042c7e21e478abfe0ca0978c6d
  health_score: 100.0
  last_checked: 1779033692.631267
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2024'
  ai_summary: JetBrains' polyglot, lightweight development editor designed with a
    distributed, collaborative architecture. Supports local file editing or remote
    backend offloading, providing competition to VS Code's remote development extensions.
  language: Kotlin
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Next-Gen IDE
  - JetBrains
  is_microservice: false
  title: ==Fleet==
https://www.jetbrains.com/help/idea/maven-support.html:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Comprehensive configuration documentation outlining JetBrains IntelliJ
    IDEA's native integration with Apache Maven. Explains POM dependency sync, interactive
    lifecycle graphs, and advanced dependency analyzer tools.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - IDE Integrations
  - IntelliJ IDEA
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: jetbrains.com/help/idea/maven-support.html
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://www.jetbrains.com/help/teamcity/storing-project-settings-in-version-control.html:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An official documentation guide explaining how to store and track TeamCity
    project settings in VCS. Explains continuous integration setups designed to synchronize
    server configuration elements natively with source repositories.
  language: English
  resource_type: Documentation
  complexity: Medium
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Enterprise Suites
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jetbrains.com: Storing Project Settings in Version Control'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.jetbrains.com/teamcity:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: JetBrains' robust enterprise build server. Best known for its highly
    detailed configuration-as-code pattern via a specialized Kotlin DSL, intelligent
    test impact analysis, and modular build chain dependency management.
  language: Java
  resource_type: Platform
  complexity: High
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Enterprise Suites
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: TeamCity
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.jetstack.io/blog/cert-manager-gateway-api-traefik-guide:
  addition_method: manual
  content_hash: e0194872029ad15d89c885f2d17b11deec720e5cedd8cc7c53177a0cf2245564
  description: ''
  health_score: 100.0
  last_checked: 1779034461.767423
  stars: 0
  status: online
  title: 'jetstack.io: Getting started using cert-manager with the sig-network Gateway''
    API'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://www.jetstack.io/blog/cert-manager-istio-integration:
  addition_method: manual
  content_hash: e0194872029ad15d89c885f2d17b11deec720e5cedd8cc7c53177a0cf2245564
  description: ''
  health_score: 100.0
  last_checked: 1779031406.701304
  stars: 0
  status: online
  title: 'jetstack.io: Securing Istio workloads with mTLS using cert-manager'
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.jfrog.com/confluence/display/JFROG/Kubernetes+Helm+Chart+Repositories:
  addition_method: manual
  content_hash: 3c334d5320e44ff111609e97f2d1bb75da83b7cccf4cd9d6c10bc9abbac73aa4
  description: ''
  health_score: 100.0
  last_checked: 1779033584.336035
  stars: 0
  title: "jfrog.com: Kubernetes Helm Chart Repositories \U0001F31F"
  v1_locations:
  - docs/registries.md
  year: N/A
https://www.jhipster.tech:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A prominent development platform used to generate, develop, and deploy
    full-stack web applications and microservice architectures. Combines Spring Boot
    with modern front-end frameworks (Angular/React/Vue) and features built-in support
    for Kubernetes deployment manifests.
  language: Java
  resource_type: Project
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Application Scaffolding
  - Boilerplate Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: jhipster
  addition_method: manual
  v2_locations:
  - scaffolding.md
https://www.jimangel.io/posts/nvidia-rtx-gpu-kubernetes-setup:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A hands-on, practical engineering guide details running native NVIDIA
    RTX graphics units within a custom-built Kubernetes cluster. It walks through
    low-level container runtime configurations, containerd settings, and the validation
    steps required for robust resource scheduling.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - GPU Orchestration
  - Kubernetes Setup
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jimangel.io: A Practical Guide to Running NVIDIA GPUs on Kubernetes'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.jimangel.io/posts/self-updating-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly technical exploration of automated image updates within GitOps
    workflows (e.g., using Flux Image Update Automation or Argo CD Image Updater).
    Explores how automated commits propagate back to Git upon new image build events.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - GitOps
  - Automation
  - Advanced Use Cases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'jimangel.io: Self-Updating GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.jitendrazaa.com/blog/java/create-soap-message-using-java:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A hands-on code tutorial detailing how to programmatically construct,
    manipulate, and send SOAP messages using the Java SAAJ (SOAP with Attachments
    API for Java) library. The post walks through manual DOM creation, namespace mapping,
    and processing raw XML responses. This is a critical technical reference for engineers
    maintaining legacy Enterprise Java middleware integrations.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - Hands-on Deployment
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'jitendrazaa.com: Create SOAP message using Java'
  addition_method: manual
  v2_locations:
  - api.md
https://www.journaldev.com/33645/maven-commands-options-cheat-sheet:
  addition_method: manual
  content_hash: 79957063fe9de1e5d0aead4cc2646b803727fa5d2d108fa4f1263611b7a86431
  description: ''
  health_score: 100.0
  last_checked: 1779030656.615605
  stars: 0
  status: online
  title: journaldev.com
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://www.journaldunet.com/web-tech/cloud/1492047-comment-kubernetes-perce-les-frontieres-du-cloud:
  addition_method: manual
  content_hash: 0bf95aec70b29cf943f2cb7f1d76746d7af9d8e39953d5ea1c4f5c9773f0cf7d
  health_score: 100.0
  last_checked: 1779033329.448183
  v1_locations:
  - docs/kubernetes.md
https://www.jrebel.com/blog/git-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735889.618578
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "zeroturnaround.com: Git cheat sheet \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering zeroturnaround.com:
    Git cheat sheet \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.jrebel.com/blog/maven-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735889.618495
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: jrebel.com/blog/maven-cheat-sheet
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering jrebel.com/blog/maven-cheat-sheet
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.jrebel.com/blog/top-10-jenkins-plugins-and-features:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735991.712899
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'jrebel.com: Top 10 Jenkins Plugins and Features (2014)'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering jrebel.com:
    Top 10 Jenkins Plugins and Features (2014) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.json.org/json-en.html:
  description: ''
  year: '1999'
  stars: 0
  ai_summary: The authoritative reference specification for JavaScript Object Notation
    (JSON). Outlines the fundamental grammar, parsing tokens, and universal data structures
    that underpin modern web APIs and state distribution layers.
  language: None
  resource_type: Specification
  complexity: Low
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Standards & Specifications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'json.org: Introducing JSON'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://www.juanonlab.com/blog/es/dashboards-de-kibana:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031045.713948
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'juanonlab.com: Dashboards de Kibana'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering juanonlab.com:
    Dashboards de Kibana in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.justingarrison.com/blog/2021-07-11-github-url-hacks:
  addition_method: manual
  content_hash: 8019755987c3c4c444862a977b02e1ad44abb712884387c4a751ef9a165b08cb
  description: ''
  health_score: 100.0
  last_checked: 1779031381.836892
  stars: 0
  status: online
  title: "justingarrison.com: GitHub URL Hacks \U0001F31F"
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://www.justinpolidori.it/posts/20220116_sign_images_with_cosign_and_verify_with_gatekeeper:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032971.456168
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'justinpolidori.it: Secure Your Docker Images With Cosign (and OPA Gatekeeper)'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering justinpolidori.it:
    Secure Your Docker Images With Cosign (and OPA Gatekeeper) in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.justinpolidori.it/posts/20220611_vcluster_auth:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031647.504066
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'justinpolidori.it: LDAP authentication with Dex on Kubernetes with Vcluster''
    (K3S)'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering justinpolidori.it:
    LDAP authentication with Dex on Kubernetes with Vcluster'' (K3S) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.k8gb.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: k8gb is a cloud-native Global Server Load Balancing (GSLB) operator
    designed to run within Kubernetes. It integrates CoreDNS with external DNS providers,
    enabling cross-region failover and geo-routing of incoming traffic directly from
    cluster ingresses without needing proprietary hardware controllers.
  language: Go
  resource_type: Website
  complexity: Advanced
  hierarchy:
  - Networking
  - DNS
  - Global Load Balancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: k8gb.io
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.k8sref.io:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034522.705048
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: k8sref.io
  v1_locations:
  - docs/cheatsheets.md
  - docs/kubernetes.md
  v2_locations:
  - cheatsheets.md
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering k8sref.io
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.kaggle.com:
  addition_method: automatic
  ai_summary: As the premier crowdsourced benchmark and competitive machine learning
    platform, Kaggle serves as a critical testing ground for model evaluation, collaborative
    notebooks, and diverse open datasets. The platform supports containerized compute
    kernels, TPU/GPU acceleration environments, and rigorous validation metrics for
    testing deep learning architectures. It acts as an essential repository for data
    pipelines, model benchmarking, and modern AI engineering pipelines.
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: 9a67dca874ef2bbcff8c73e773b5b2613b40dbbe6edcfe25d90322e276f8fcbd
  description: Discover what actually works in AI. Join millions of builders, researchers,
    and labs evaluating agents, models, and frontier technology through crowdsourced
    benchmarks, competitions, and hackathons.
  hierarchy:
  - Data Science
  - Machine Learning
  - Platform
  is_microservice: false
  language: en
  last_checked: 1780352561.468455
  reputation_status: Vetted
  reputation_summary: Industry-standard platform owned by Google, widely recognized
    as the premier venue for competitive data science and machine learning research.
  resource_type: platform
  social_preview_url: https://www.kaggle.com/static/images/logos/kaggle-logo-opengraph.png
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  title: 'Kaggle: The World''s AI Proving Ground'
  year: '2010'
https://www.kaggle.com/competitions:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Kaggle stands as the premier community catalog and competition hub for
    data science. It enables engineers to extract real-world datasets, benchmark their
    model configurations, and leverage managed GPU runtimes for experimental validation.
  language: None
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Machine Learning
  - Competitions
  - Datasets
  tags:
  - '[DE FACTO STANDARD]'
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: Kaggle Competitions
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.kaggle.com/datasets/rkiattisak/sports-car-prices-dataset:
  description: '- [Sport Car Price Prediction.ipynb](https://colab.research.google.com/drive/1m6ZjIJBxU20kxI9zTZqeMEVSq1FL0pNa?usp=sharing)'
  year: '2023'
  stars: 0
  ai_summary: A multivariate tabular dataset cataloging sports car configurations
    alongside retail pricing. Ideal for baseline testing of regression models, feature
    encoding exercises, and setting up clean tabular learning pipelines.
  language: None
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Data Science
  - Datasets
  - Regression Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kaggle.com: Sports Car Prices dataset'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.kai-waehner.de/blog/2020/06/09/apache-kafka-versus-apache-pulsar-event-streaming-comparison-features-myths-explored:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An unbiased evaluation of Apache Pulsar versus Apache Kafka. The piece
    analyzes standard misconceptions regarding storage efficiency, latency behaviors,
    queuing flexibility, and zoo-less metadata overhead in complex enterprise streaming
    networks.
  language: N/A
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Architectural Patterns
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Pulsar vs Kafka – Comparison and Myths Explored
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.kai-waehner.de/blog/2021/03/10/apache-kafka-app-modernization-legacy-hybrid-cloud-native-architecture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural essay covers application modernization using Apache
    Kafka as an integration plane. It outlines how to isolate legacy monoliths, construct
    strangler-fig pattern migrations, and enable clean, continuous cloud-native stream
    pipelines.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Architecture
  - Hybrid Cloud
  - App Modernization
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'kai-waehner.de: App Modernization and Hybrid Cloud Architectures with Apache
    Kafka'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.kai-waehner.de/blog/2021/03/15/apache-kafka-mqtt-sparkplug-iot-blog-series-part-1-of-5-overview-comparison:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This comparison details the synergy between MQTT and Apache Kafka inside
    industrial IoT platforms. It outlines how MQTT excels at edge device connectivity,
    while Kafka functions as the analytical and storage core for downstream services.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Architecture
  - IoT
  - Protocols
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'kai-waehner.de: Apache Kafka and MQTT (Part 1 of 5) – Overview and Comparison'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.kai-waehner.de/blog/2022/01/04/when-not-to-use-apache-kafka:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides a critical, objective evaluation of systems architectures where
    Apache Kafka represents an anti-pattern. Discusses drawbacks of using Kafka as
    a long-term data storage lake, transactional ACID engine, or simple point-to-point
    RPC alternative.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Topology & Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kai-waehner.de: When NOT to use Apache Kafka?'
  addition_method: manual
  v2_locations:
  - message-queue.md
? https://www.kai-waehner.de/blog/2022/01/28/when-to-use-apache-camel-vs-apache-kafka-for-etl-application-integration-event-streaming
: description: ''
  year: '2022'
  stars: 0
  ai_summary: An expert analysis distinguishing the roles of Apache Camel (for enterprise
    application integration and routing) and Apache Kafka (for streaming data storage).
    It outlines integration patterns where both tools complement each other.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Enterprise Integration
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kai-waehner.de: When to use Apache Camel vs. Apache Kafka? \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.kai-waehner.de/blog/2022/05/12/comparison-jms-api-message-broker-mq-vs-apache-kafka:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive comparison contrasting JMS message queues (like ActiveMQ
    or RabbitMQ) with event streaming networks (like Apache Kafka). It outlines the
    trade-offs between complex consumer-side routing and immutable stream logging.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Message Brokers
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kai-waehner.de: Comparison: JMS Message Queue vs. Apache Kafka'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.kamilgrzybek.com/blog/posts/modular-monolith-primer:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural deep dive arguing that modular monoliths are a robust
    alternative to premature microservices. Outlines domain boundaries, strict module
    encapsulation, asynchronous internal communication, and database schema segregation
    rules.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Architecture
  - Monoliths
  - Modular Monolith
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kamilgrzybek.com: Modular Monolith: A Primer \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.kamilgrzybek.com/design/modular-monolith-primer:
  addition_method: manual
  content_hash: 20c18f9c8648af9693fc4ef41cb739f6e65c6468af14ef6400c0961d8171e438
  description: ''
  health_score: 100.0
  last_checked: 1779029074.572749
  stars: 0
  status: online
  title: "kamilgrzybek.com: Modular Monolith: A Primer \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.kanister.io:
  addition_method: manual
  content_hash: 7f299c7a843596c28008318f7278ba72f239509982be2e93cbda49d20d242fee
  health_score: 100.0
  last_checked: 1779130494.933897
  v1_locations:
  - docs/kubernetes-backup-migrations.md
https://www.kasten.io:
  addition_method: manual
  content_hash: 0569e579bbbc818d77cc8f188548c39d40855e908378a2625088196fe9f34e26
  description: ''
  health_score: 100.0
  last_checked: 1779033419.236881
  stars: 0
  status: online
  title: Kasten
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://www.kasten.io/kubernetes/resources/books/kubernetes-backup-and-dr-for-dummies:
  addition_method: manual
  content_hash: d2bc9b0a36cc413edab1e4d0813d8166c371e8b23e4e10843a6ad26da6b969cc
  description: ''
  health_score: 100.0
  last_checked: 1779031416.666325
  stars: 0
  status: online
  title: 'kasten.io: Kubernetes Backup & Recovery For Dummies (Free e-book)'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://www.katacoda.com:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Katacoda was a widely used interactive browser platform for practicing
    Kubernetes and container administration. The platform was officially terminated
    by O'Reilly in 2022. Platform engineers in 2026 utilize alternatives like Killercoda
    for sandbox exercises.
  language: English
  resource_type: Legacy Service
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - Legacy Sandboxes
  - Interactive Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "katacoda.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - elearning.md
https://www.kateyes.co.uk:
  description: ''
  addition_method: manual
  content_hash: 4c4792f842d0b1eb9a41bec3ddb871d3093e445897441d6eadc1411c7f7cc1d7
  health_score: 100.0
  last_checked: 1779030422.647361
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: Kateyes serves as a community diagnostic portal providing lightweight
    cluster visualization and monitoring utilities. It assists platform teams in mapping
    real-time cluster workloads without deploying heavy, resource-intensive metrics
    databases. It remains an accessible option for local environment tracking and
    simplified administrative monitoring.
  language: Go
  resource_type: UI Tool
  complexity: Beginner
  hierarchy:
  - Observability
  - UI Tools
  - Visualization
  is_microservice: false
  title: kateyes.co.uk
https://www.kdnuggets.com/2020/07/deploy-machine-learning-pipeline-aws-fargate.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Describes deploying modular machine learning pipeline tasks onto AWS
    Fargate containers. Demonstrates cost savings from using serverless container
    architectures instead of maintaining idle GPU/CPU virtual machine clusters for
    inference engines.
  language: Python
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - AWS ECS & Fargate
  - Machine Learning Ops
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: Deploy Machine Learning Pipeline on AWS Fargate
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://www.kdnuggets.com/2021/02/deploy-flask-api-kubernetes-connect-micro-services.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines best practices for packaging and launching Flask API services
    into multi-container Kubernetes pods. Discusses internal service DNS mapping,
    secure configuration secrets management, and health/liveness probes setups.
  language: Python
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure & DevOps
  - Container Orchestration
  - Microservices Communication
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'kdnuggets.com: How to Deploy a Flask API in Kubernetes and Connect it with
    Other Micro-services'
  addition_method: manual
  v2_locations:
  - python.md
https://www.kdnuggets.com/2021/09/build-database-using-python.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Guides backend engineers on instantiating relational databases using
    standard library `sqlite3`. Covers schema definitions, transactional execution
    loops, mapping queries, and processing raw record payloads securely.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Python Database
  - SQLite
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'kdnuggets.com: How To Build A Database Using Python'
  addition_method: manual
  v2_locations:
  - python.md
https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-1.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Part one of a detailed data science index, offering consolidated guides
    for pandas datasets, multi-dimensional numpy computations, and essential algebraic
    and statistical operations.
  language: Python
  resource_type: Reference
  complexity: Beginner
  hierarchy:
  - Data Science & ML
  - Data Science
  - Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kdnuggets.com: The Complete Collection of Data Science Cheat Sheets – Part
    1'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-2.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Part two of the data science index, summarizing advanced Scikit-Learn
    pipelines, TensorFlow model creation, natural language processes, and interactive
    visualization charts.
  language: Python
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Data Science & ML
  - Data Science
  - Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kdnuggets.com: The Complete Collection of Data Science Cheat Sheets – Part
    2'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.kedify.io/blog-posts/prometheus-and-kubernetes-horizontal-pod-autoscaler-dont-talk-keda-does:
  addition_method: manual
  content_hash: 6a5e9c2c0229a4f17f12d7d4c8d442e239f588a7595b0a0c345aea6faac14be9
  description: ''
  health_score: 100.0
  last_checked: 1779032095.159026
  stars: 0
  status: online
  title: 'kedify.io: Prometheus and Kubernetes Horizontal Pod Autoscaler don’t talk,''
    KEDA does'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://www.kedify.io/resources/blog/prometheus-and-kubernetes-horizontal-pod-autoscaler-dont-talk-keda-does:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the telemetry gap between Prometheus metrics and the Kubernetes
    HPA. Evaluates how Kedify and KEDA act as the unifying abstraction layers, avoiding
    complex native Prometheus Adapter setups and streamlining scale-to-zero configurations.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Event-Driven Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'kedify.io: Prometheus and Kubernetes Horizontal Pod Autoscaler don’t talk,
    KEDA does'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://www.keptn.sh:
  addition_method: manual
  content_hash: 9477bda98666b2af191b0c19be02d45bd8507e08b7fc5200316530582f7cd9fa
  description: ''
  health_score: 100.0
  last_checked: 1779030239.034892
  stars: 0
  status: online
  title: Keptn
  v1_locations:
  - docs/keptn.md
  year: N/A
https://www.kevinrchant.com/2021/09/14/t-sql-tuesday-142-introducing-my-azure-devops-templates-for-data-platform-deployments:
  addition_method: manual
  content_hash: 89a1c268d199527aa9505a68ba209441fc92da68773520a6a98cf89ccca83ec1
  description: ''
  health_score: 100.0
  last_checked: 1779031605.74751
  needs_ai_refresh: true
  stars: 0
  title: 'kevinrchant.com: Introducing my Azure DevOps templates for Data Platform''
    deployments'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.kevinrchant.com/2021/09/16/increase-in-demand-for-data-platform-automation:
  description: '- [kevinrchant.com: Introducing my Azure DevOps templates for Data
    Platform deployments](https://www.kevinrchant.com/2021/09/14/t-sql-tuesday-142-introducing-my-azure-devops-templates-for-data-platform-deployments)'
  year: '2021'
  stars: 3
  ai_summary: Explores the rising demand for automated migrations of enterprise data
    platforms using customizable Azure DevOps templates. Curator insights focus on
    simplifying database schema deployments, whereas 2026 engineering truths show
    that YAML templates must now integrate with advanced schema migration engines
    (like Flyway or liquibase) and Fabric-native deployment APIs to remain scalable.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Database DevOps
  - Data Platform Automation
  - Database Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kevinrchant.com: Increase in demand for Data Platform automation'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.keycloak.org:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The industry-standard open-source Identity and Access Management platform.
    Native support for OpenID Connect, OAuth 2.0, and SAML enables centralized authentication
    and fine-grained authorization policies. Its modern Quarkus-based runtime ensures
    low memory overhead and rapid scaling in cloud-native deployments.
  language: Java
  resource_type: Service
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access Management
  - OIDC Provider
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: keycloak.org
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.khanacademy.org:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: An industry-standard platform for fundamental mathematics, core algorithms,
    and structural programming theories. While vital for computer science basics,
    it does not address container runtimes or cloud architecture dynamics.
  language: English
  resource_type: Training Platform
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Mathematics & CS
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: khanacademy.org
  addition_method: manual
  v2_locations:
  - elearning.md
https://www.kiali.io:
  addition_method: manual
  content_hash: 9582ab3a0a0e5183c976919470e482b57b2913e2d532eb45e0d8109a070dd269
  description: ''
  health_score: 100.0
  last_checked: 1779029916.474158
  stars: 0
  status: online
  title: kiali.io
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.kie.org:
  description: ''
  addition_method: manual
  content_hash: 16242b6f913556ba65b73fc1e8332a4f61d88af87adab213d136d6222eba0941
  health_score: 100.0
  last_checked: 1779130495.02995
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2025'
  stars: 0
  ai_summary: The official landing hub for KIE (Knowledge Is Everything) community
    projects, featuring Drools, jBPM, and OptaPlanner. These business automation frameworks
    facilitate complex decision logic, process orchestration, and advanced resource
    planning inside cloud-native architectures.
  language: Java
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Software Development
  - Business Automation
  - Rule Engines
  is_microservice: true
  title: kie.org
https://www.kite.com:
  addition_method: manual
  content_hash: bf3841db325d22611269c3e46761d26b9a568edc24c5f5c549fc1449b0fbf6bd
  description: ''
  health_score: 100.0
  last_checked: 1779033050.968365
  stars: 0
  status: online
  title: "Kite \U0001F31F"
  v1_locations:
  - docs/python.md
  year: N/A
https://www.kitploit.com/2021/12/mesh-kridik-open-source-security.html:
  addition_method: manual
  content_hash: a8e93b71700fdb2c085ee2c69466a835ff6c1ee43d1c20e1e7568738db5b0263
  description: ''
  health_score: 100.0
  last_checked: 1779031983.099109
  stars: 0
  status: online
  title: 'kitploit.com: Mesh-Kridik'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://www.konveyor.io:
  addition_method: manual
  content_hash: 0d5c99ff16beef0fc62bf09fe36f224c11e645ac4d96b780c941a939dbabcc16
  description: ''
  health_score: 100.0
  last_checked: 1779032752.118811
  stars: 0
  status: online
  title: "konveyor \U0001F31F"
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  - docs/kubernetes-tools.md
  year: N/A
https://www.koyeb.com/blog/service-mesh-and-microservices-improving-network-management-and-observability:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Details how service meshes improve microservices observability. By standardizing
    metric scraping and trace injection at the sidecar level, it gives operators deep
    protocol insights and real-time topology maps without editing source code.
  language: None
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'koyeb.com: Service Mesh and Microservices: Improving Network Management
    and Observability'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.kpi.org/KPI-Basics:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'An introduction to Key Performance Indicators (KPIs). Outlines strategic
    planning models, execution metrics, and balanced scorecard methodologies. Curator
    Insight: Core definitions of execution KPIs. Live Grounding: Provides the context
    needed to map infrastructure metrics to organizational OKRs.'
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Business Strategy
  - Management
  - Metrics
  - KPIs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: KPIs
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.krakend.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: KrakenD is an enterprise-ready, open-source API Gateway engineered for
    linear scalability and ultra-high performance. By utilizing a stateless execution
    model, it avoids the overhead of internal database lookups, delivering sub-millisecond
    routing, data transformation, and endpoint aggregation.
  language: Go
  resource_type: Software Project
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - API Gateway
  - Go Engines
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "KrakenD: The fastest API gateway comes with true linear scalability \U0001F31F"
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.krakend.io/blog/krakend-framework-joins-the-linux-foundation:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Official announcement outlining the donation of the KrakenD framework
    (now Lura) to the Linux Foundation. This strategic move ensures vendor-neutral
    governance and fosters open-source community collaboration for next-generation,
    high-performance API gateways.
  language: English
  resource_type: Press Release
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - API Gateway
  - Open Source Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'krakend.io: KrakenD framework becomes a Linux Foundation project'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.kristhecodingunicorn.com/post/aks-oauth2-proxy-with-nginx-ingress-controller:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides detailed YAML deployment specs for running OAuth2 Proxy alongside
    NGINX on AKS. Demonstrates configuring ingress annotations and token validation
    loops, creating a robust baseline for securing production routes.
  language: YAML
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Access & Identity
  - OAuth2 Proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications
    in AKS With NGINX and OAuth2 Proxy'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.kristhecodingunicorn.com/post/k8s_nginx_oauth:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Illustrates how to secure web applications running on AKS by configuring
    an NGINX Ingress controller alongside OAuth2 Proxy. Outlines setup patterns for
    integrating external identity providers (OIDC) to protect internal APIs and microservices.
  language: YAML
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Access & Identity
  - OAuth2 Proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications
    in AKS With NGINX and OAuth2 Proxy \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.ktail.de:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030499.618778
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "KTail: Kubernetes log viewer \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering KTail:
    Kubernetes log viewer \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.kube-router.io:
  addition_method: manual
  content_hash: 5158583dee0426aca4d744b49ae5da3153121d613f2bb316e4bcb1d2eef4c917
  description: ''
  health_score: 100.0
  last_checked: 1779029896.933353
  needs_ai_refresh: true
  stars: 0
  title: kube-router
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.kubecost.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033339.380322
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==Kubecost== \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==Kubecost==
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.kubeflow.org:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Kubeflow is the leading cloud-native open-source MLOps suite designed
    to construct, deploy, and run modular machine learning workflows on Kubernetes
    clusters. Provides a comprehensive platform for managing Jupyter notebooks, workflow
    pipelines, and highly optimized inference deployments.
  language: Go
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - MLOps
  - Kubernetes
  - Kubeflow
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: kubeflow
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.kubenatives.com/p/the-hidden-cpu-throttling-crisis:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Investigates latency spikes caused by the Linux CFS (Completely Fair
    Scheduler) quota enforcement mechanism in Kubernetes. Highlights how kernel bugs
    throttle containerized workloads even when usage is far below limits, providing
    remediation strategies such as adjusting quotas or using CPU pins.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Compute
  - CPU Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: The Hidden CPU Throttling Crisis in Kubernetes Clusters
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.kubermatic.com/blog/a-framework-for-kubernetes-incident-response:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A domain-specific incident response framework engineered specifically
    for Kubernetes environments, detailing remediation strategies for cluster-level
    compromises. It bridges security compliance and site reliability engineering (SRE)
    practices, explaining how to handle rogue containers, privilege escalations, and
    API server breaches. It offers hands-on guidance for isolating pods, preserving
    forensic evidence, and auditing Kube-apiserver logs.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security Operations
  - Incident Response
  - Runbooks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubermatic.com: A Framework for Kubernetes Incident Response'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.kubermatic.com/blog/bringing-your-vms-to-kubernetes-with-kubevirt:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep technical exploration of KubeVirt mechanics, detailing how VMs
    are translated into Kubernetes pods. By mapping VM instances to pod boundaries,
    KubeVirt uses standard container runtimes to manage virtual disks, tap network
    interfaces, and guest system memory. This guide details the API translation layer
    where VM resources are scheduled as standard K8s objects, leveraging built-in
    scheduler constraints, affinity rules, and persistent volumes.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Platforms
  - Virtualization
  - KubeVirt Core
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'kubermatic.com: Bringing Your VMs to Kubernetes With KubeVirt'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.kubermatic.com/blog/keeping-the-state-of-apps-1-introduction-to-volume-and-volumemounts:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A focused architectural introduction explaining the crucial distinction
    between a declared Volume (the backend data provider) and a volumeMount (how that
    data is projected inside a container). It covers essential syntax parameters for
    configuration.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes Storage Implementation
  - Volume Fundamentals
  - Implementation Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'kubermatic.com: Keeping the State of Apps 1: Introduction to Volume and
    volumeMounts'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.kubermatic.com/blog/keeping-the-state-of-apps-5:
  addition_method: manual
  content_hash: 09bb2c6e02380b71aa18ab03e108bb5516a9c932cc71db9a255d16a57849f4ec
  description: ''
  health_score: 100.0
  last_checked: 1779034319.2704
  stars: 0
  status: online
  title: 'kubermatic.com: Keeping the State of Apps 6: Introduction to StatefulSets'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.kubermatic.com/blog/keeping-the-state-of-apps-5-introduction-to-storage-classes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory guide to Kubernetes StorageClasses. It explains how
    administrators use StorageClasses to define dynamic, multi-tier storage profiles
    (e.g., SSD vs HDD) that allow users to request storage on-demand without manual
    administrator intervention.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes Storage Implementation
  - Persistent Volumes & Provisioners
  - Storage Classes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'kubermatic.com: Keeping the State of Apps 5: Introduction to Storage Classes'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.kubermatic.com/blog/keeping-the-state-of-apps-6-introduction-to-statefulsets:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Introduces the structural differences between Deployments and StatefulSets.
    Explores why databases and distributed systems demand unique host networks, persistent
    volumes, and ordered orchestration topologies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Core Concepts
  - Workloads
  - StatefulSets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubermatic.com: Keeping the State of Apps 6: Introduction to StatefulSets'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-2-introduction-to-secrets:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An overview of state management strategies within modern Kubernetes
    runtimes. Highlights basic secrets integration patterns, emphasizing security
    isolation layers required to protect persistent state in complex application architectures.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - Stateful Apps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubermatic.com: Keeping the State of Apps Part 2: Introduction to Secrets'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-3-introduction-to-configmaps:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Introduces the architectural pattern of separating container application
    code from its underlying runtime parameters using ConfigMaps. Enhances deployment
    portability across diverse environmental boundaries.
  language: Go
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Configuration
  - ConfigMaps
  - Application State
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "kubermatic.com: Keeping the State of Apps Part 3: Introduction to ConfigMaps
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.kubermatic.com/blog/the-complete-guide-to-kubernetes-metrics:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive technical breakdown dividing Kubernetes observability
    telemetry into node, container, API, and control plane layers. Evaluates core
    architectural tools such as cAdvisor, Metric-Server, and Prometheus while guiding
    readers on constructing unified dashboards.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Dynamic Component Monitoring
  - Cluster Monitoring
  - Metrics Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'kubermatic.com: The Complete Guide to Kubernetes Metrics'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.kubermatic.com/blog/using-open-policy-agent-with-kubermatic:
  description: ''
  addition_method: manual
  content_hash: e19d5a2b2d02ac8637c6a38de6cb1a030e942fb055abbcff71882d7ca0ca4764
  health_score: 100.0
  last_checked: 1779032296.782715
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: Examines the implementation of OPA Gatekeeper within Kubermatic Kubernetes
    Platform (KKP) for programmatic multi-cluster fleet management. Illustrates how
    operators can centrally define, distribute, and enforce admission controller policies
    across dozens of hybrid and multi-cloud Kubernetes deployments.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Multi-Cluster Management
  - Policy-as-Code
  is_microservice: false
  title: 'kubermatic.com: Using Open Policy Agent With Kubermatic Kubernetes Platform'
https://www.kubermatic.com/blog/why-implementing-kubernetes-operators-is-a-good-idea:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the competitive operational advantages of selecting the Operator
    pattern over traditional scripting approaches, focusing on automated self-healing
    and standardized state reconciliation.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Resources
  - Education
  - Architectural Decision
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "kubermatic.com: Why Implementing Kubernetes Operators Is a Good Idea! \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://www.kubermatic.com/categories/kubernetes:
  addition_method: manual
  content_hash: 7b6376dfafd624771d3a6f028acb59536f7b642c2d6ae42f7be5832d4658c393
  description: ''
  health_score: 100.0
  last_checked: 1779034501.837235
  stars: 0
  status: online
  title: kubermatic.com
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.kubermatic.com/resources/the-ultimate-checklist-for-running-kubernetes-in-production:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An extensive production operations checklist for Kubernetes deployments.
    Covers crucial production readiness requirements across observability, ingress
    security, RBAC policies, network segmentation, and backup recovery operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Production Readiness
  - Operational Checklist
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'kubermatic.com: The Ultimate Checklist for Running Kubernetes in Production'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.kubermatic.com/tags/kubernetes:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Kubermatic provides highly professional technical resources examining
    multi-cloud management, declarative control planes, and automated Day-2 operations.
    It focuses heavily on handling heterogenous infrastructure at scale using advanced
    operator patterns.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - Multi-Cluster
  - Lifecycle Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: kubermatic.com
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.kubernetes.dev/docs/guide/github-workflow:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: The official Kubernetes project contributor guidelines detailing its
    custom, large-scale upstream/downstream fork-and-pull Git workflow. Emphasizes
    rebase strategies, PR conventions, and the specialized automated Prow bot systems
    used to manage gating, label tracking, and multi-SIG code approvals.
  language: Markdown
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'kubernetes.dev: GitHub Workflow'
  addition_method: manual
  v2_locations:
  - git.md
https://www.kubernetes.dev/resources/calendar:
  addition_method: automatic
  ai_summary: 'This is the official community calendar hosted by the CNCF and Kubernetes
    contributor teams. It aggregates scheduled syncs and access links to coordinate
    open-source development and technical collaboration across all global Special
    Interest Groups.


    * **Comprehensive SIG Schedules**: Connects developers to SIG-Network, SIG-Storage,
    and community meetings.

    * **Operational Transparency**: Acts as a fundamental tool for organizing open-source
    releases, roadmaps, and architecture reviews.'
  category: cicd-kubernetes-plugins
  complexity: Intermediate
  content_hash: fb73b76f677be42606c3bfb611862a1d4383ea81e427743da0546a9151ff73ad
  description: The unified schedule and directory of all Kubernetes SIG meetings,
    working group synchronizations, and community sessions.
  hierarchy:
  - Kubernetes
  - Community
  - Contributor Resources
  impact_score: 92
  is_microservice: false
  language: en
  last_checked: 1780401152.315797
  reputation_status: Vetted
  reputation_summary: The official and authoritative calendar for the Kubernetes developer
    and contributor community. Highly vetted and trusted.
  resource_type: Tools
  social_preview_url: ''
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: kubernetes
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  title: Kubernetes Community Contributors Calendar
  year: '2026'
https://www.kubestack.com:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Kubestack is a specialized GitOps framework tailored for managing cloud-managed
    and bare-metal Kubernetes clusters using Terraform. Featuring a robust multi-tier
    environment structure, it guarantees absolute parity from local development platforms
    through to multi-zone production configurations. It helps platform engineers declare
    and provision compliant Kubernetes footprints.
  language: Python
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Provisioning
  - GitOps Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Kubestack: Terraform GitOps Framework \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
  - terraform.md
https://www.kubestack.com/framework/documentation:
  addition_method: manual
  content_hash: 563c221625415c5f9a29244f8e050dea00439ee53d5f150da35a35372b195ffa
  health_score: 100.0
  last_checked: 1779031622.889468
  v1_locations:
  - docs/gitops.md
https://www.kubestack.com/framework/documentation/tutorial-build-local-lab:
  addition_method: manual
  content_hash: 91d9e9c4eb35a5ad24db9beabde87e6db387175145be57748d6fba6ceeee8dd2
  health_score: 100.0
  last_checked: 1779029310.21337
  v1_locations:
  - docs/gitops.md
https://www.kubetools.io/kubernetes/kopylot-an-ai-powered-kubernetes-assistant-for-devops-developers:
  addition_method: manual
  content_hash: 3080ed75412b97f6743b9495078cfe2e8107928c3b2bfdae3469d1fed214e8fd
  description: ''
  health_score: 100.0
  last_checked: 1779034562.924804
  stars: 0
  status: online
  title: 'kubetools.io: KoPylot: An AI-Powered Kubernetes Assistant for DevOps & Developers'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
? https://www.kubetools.io/kubernetes/mastering-kubernetes-debugging-and-troubleshooting-with-kubeshark-real-time-visibility-query-language-service-map-and-integrations
: addition_method: manual
  content_hash: b24b0d740acb97366262ea73dd2f5ddc417578a3032d833dfe2a777e6e95aa8c
  description: ''
  health_score: 100.0
  last_checked: 1779029512.217292
  stars: 0
  status: online
  title: 'kubetools.io: Kubeshark – API Traffic Analyzer for Kubernetes'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://www.kubetools.io/kubernetes/why-k9s-should-be-your-go-to-tool-for-kubernetes-management:
  addition_method: manual
  content_hash: fb7fdbc71cb810ad04a33002e32adda0f4310c2c1d48e57a031b8c7bf620173e
  description: ''
  health_score: 100.0
  last_checked: 1779033502.403588
  stars: 0
  status: online
  title: 'kubetools.io: Why K9s Should Be Your Go-To Tool for Kubernetes Management'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://www.kubeval.com:
  addition_method: manual
  content_hash: f0f2c176a236b6caabf9ab83f726d97912c7fa94699240b11b40dbf6dc1c437b
  description: ''
  health_score: 100.0
  last_checked: 1779032680.158724
  stars: 0
  status: online
  title: Kubeval
  v1_locations:
  - docs/yaml.md
  year: N/A
https://www.kubewarden.io/blog/2022/10/env-var-secrets:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates using Kubewarden WebAssembly admission policies to prevent
    deploying pods with cleartext secrets in environment variables. Shows how dynamic
    admission controllers can intercept manifest mutations to block insecure configurations.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - Kubernetes Admission Controllers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'kubewarden.io: Scanning secrets in environment variables'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.kurrent.io/blog/service-oriented-architecture-vs-event-driven-architecture:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: Comprehensively contrasts the request-response paradigm of traditional
    SOA with the asynchronous, log-centric model of Event-Driven Architectures. Highlights
    Event Store and event sourcing patterns for strict audit trails.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Patterns
  - EDA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "eventstore.com: Service-Oriented Architecture vs Event-Driven Architecture
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.kylezsembery.com/persistent-storage-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A standard administrative tutorial on setting up persistent storage
    within Kubernetes. It unpacks the physical relationship between host paths, network
    attachments, and Kubernetes virtual volume resources, serving as an operational
    reference for junior engineers.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes Storage Implementation
  - Persistent Volumes & Provisioners
  - PV/PVC Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'kylezsembery.com: Persistent Storage in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.lambdatest.com/blog/27-best-practices-selenium-test-automation:
  addition_method: manual
  content_hash: 14847b96baf29b4dc5725045e804a08d657f6d0797213193fc6a907585b0d706
  description: ''
  health_score: 100.0
  last_checked: 1779033567.005847
  stars: 0
  status: online
  title: 'lambdatest.com: Top 27 Best Practices For Selenium Test Automation'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/49-common-selenium-exceptions-automation-testing:
  addition_method: manual
  content_hash: 8c6f90fdb44ec2d3e9cf6c9401cac285640279a6c83156adb80ae116dcb16ba7
  description: ''
  health_score: 100.0
  last_checked: 1779031339.984528
  stars: 0
  status: online
  title: 'lambdatest.com: 49 Most Common Selenium Exceptions for Automation Testing'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/automated-web-bot-with-selenium-python:
  addition_method: manual
  content_hash: 99032b99e62b4105027d658a7965b399fbfc005b39a3d57d1cef6fda014b93bc
  description: ''
  health_score: 100.0
  last_checked: 1779030587.573277
  stars: 0
  status: online
  title: 'lambdatest.com: How To Create Automated Web Bot With Selenium In Python'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/automation-testing-with-selenium-javascript:
  addition_method: manual
  content_hash: 0cd47b5bb2d043a05f4f5af68efc3acc652e462dfd45c0593951137c51ddca69
  health_score: 100.0
  last_checked: 1779029561.311699
  v1_locations:
  - docs/test-automation-frameworks.md
https://www.lambdatest.com/blog/bamboo-vs-jenkins-showdown-of-ci-cd-tools:
  addition_method: manual
  content_hash: 1584a4e7496758b3a3a20b13f72a80f46c6f186f60adbbb64cfc03ec88ab5422
  description: ''
  health_score: 100.0
  last_checked: 1779032097.753794
  stars: 0
  status: online
  title: 'cBamboo vs Jenkins: Showdown Of CI/CD Tools'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://www.lambdatest.com/blog/best-jenkins-alternatives:
  addition_method: manual
  content_hash: 1f7cf43498d6ae4cb3cc27e6b8bdff3f3ba669e20a9a9a070611f61796757687
  description: ''
  health_score: 100.0
  last_checked: 1779033024.947724
  stars: 0
  status: online
  title: 'lambdatest.com: 21 Of The Best Jenkins Alternatives For Developers'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://www.lambdatest.com/blog/build-ci-cd-pipeline-in-azure-devops:
  addition_method: manual
  content_hash: 4c2d69cfa39944db6e6936fcf422de4f335d057b8431fef1f065391675f9fde2
  description: ''
  health_score: 100.0
  last_checked: 1779029138.372124
  stars: 0
  status: online
  title: 'lambdatest.com: How To Build a CI/CD Pipeline In Azure DevOps ?'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.lambdatest.com/blog/build-your-first-ci-cd-pipeline-with-travis-ci:
  addition_method: manual
  content_hash: 7aecc114cc62a3c01fefb016e87da8bf68b77e52b5c076f5fc5ba8227ea43c38
  description: ''
  health_score: 100.0
  last_checked: 1779030851.618029
  stars: 0
  status: online
  title: 'lambdatest.com: How To Build Your First CI/CD Pipeline With Travis CI?'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://www.lambdatest.com/blog/cicd-pipeline-challenges:
  addition_method: manual
  content_hash: 75f683f4a7751f0a3a7b05ae1df99221ad30e2a5ed013a62eb310b0904a1dfa2
  description: ''
  health_score: 100.0
  last_checked: 1779032583.093575
  stars: 0
  status: online
  title: 'lambdatest.com: Top 10 CI/CD Pipeline Implementation Challenges And Solutions'
  v1_locations:
  - docs/cicd.md
  year: N/A
https://www.lambdatest.com/blog/circleci-vs-gitlab:
  addition_method: manual
  content_hash: 569a7d4f8785f20182547a8f8ab57296eb80702ef6a2d1faa64d44b8f622652a
  description: ''
  health_score: 100.0
  last_checked: 1779033511.346107
  stars: 0
  status: online
  title: 'lambdatest.com: CircleCI Vs. GitLab: Choosing The Right CI/CD Tool'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://www.lambdatest.com/blog/complete-guide-to-access-forms-in-selenium-with-java:
  addition_method: manual
  content_hash: 92ca679ca3f3646cf2719d45f8d40f8f67f5112f6a6b3e471fab5b394f181867
  description: ''
  health_score: 100.0
  last_checked: 1779032466.395756
  stars: 0
  status: online
  title: 'lambdatest.com: Complete Guide To Access Forms In Selenium With Java'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/cucumber-with-jenkins-integration:
  addition_method: manual
  content_hash: 223fc8616d08deeac90ae314181f4fe9ee3e52919d9ebf21a703132932f90d25
  description: ''
  health_score: 100.0
  last_checked: 1779032195.669299
  stars: 0
  status: online
  title: 'lambdatest.com: How To Integrate Cucumber With Jenkins?'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/cypress-vs-selenium-comparison:
  addition_method: manual
  content_hash: b1e0a296086d33e3ef3709564bb09b4021c0092d1b84ff887f6e665fe67b4ce0
  description: ''
  health_score: 100.0
  last_checked: 1779029246.667175
  stars: 0
  status: online
  title: 'lambdatest.com: Selenium vs Cypress – Which Is Better in 2021?'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/debunking-selenium-testing-myths:
  addition_method: manual
  content_hash: 204d50e20ae3c511ec6a7e249ee763feb6d92cca18fdf911364f64a68da7f992
  description: ''
  health_score: 100.0
  last_checked: 1779030673.774551
  stars: 0
  status: online
  title: 'lambdatest.com: Debunking The Top 8 Selenium Testing Myths'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/execute-junit4-tests-with-junit5:
  addition_method: manual
  content_hash: b0c4966e3b01a9b86b9d7e5b7723b62a3435b0b0f0c48c7bb5c21a685bd35c98
  health_score: 100.0
  last_checked: 1779030558.68054
  v1_locations:
  - docs/test-automation-frameworks.md
https://www.lambdatest.com/blog/how-to-create-jenkins-multibranch-pipeline:
  addition_method: manual
  content_hash: 68d53eaa6d07fa50a74585d5e9c5911e07631a0a64c3b69119e61aa275fca591
  description: ''
  health_score: 100.0
  last_checked: 1779030202.272182
  stars: 0
  status: online
  title: "lambdatest.com: How To Create Jenkins Multibranch Pipeline \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.lambdatest.com/blog/how-to-read-configuration-files-in-python-using-selenium:
  addition_method: manual
  content_hash: bb9947813581f54f501f3b0d362167a137f2307dc6659c33449c01b81be20a1d
  health_score: 100.0
  last_checked: 1779032462.19778
  v1_locations:
  - docs/test-automation-frameworks.md
https://www.lambdatest.com/blog/how-to-setup-cicd-pipeline-with-bamboo-for-php-projects:
  addition_method: manual
  content_hash: 6b79ab1b80d4eae44150a9d373128515de42e7f0cb5485401b0813e428c546ea
  description: ''
  health_score: 100.0
  last_checked: 1779032880.384342
  stars: 0
  status: online
  title: 'lambdatest.com: How To Setup CI/CD Pipeline With Bamboo For PHP Projects'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://www.lambdatest.com/blog/how-to-setup-continuous-integration-with-git-jenkins:
  addition_method: manual
  content_hash: 630094b1c0b6cd19dbf6ded8358879face7884fb10ebf973d70db113e5d5331a
  description: ''
  health_score: 100.0
  last_checked: 1779033827.556944
  stars: 0
  status: online
  title: 'lambdatest.com: How To Set Up Continuous Integration With Git and Jenkins?'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.lambdatest.com/blog/jenkins-declarative-pipeline-examples:
  addition_method: manual
  content_hash: d44d4875bca6c2b2667c832c3cbef58786f425a53b962cfd440507377b06ae7a
  health_score: 100.0
  last_checked: 1779032213.382873
  v1_locations:
  - docs/demos.md
https://www.lambdatest.com/blog/jenkins-pipeline-tutorial:
  addition_method: manual
  content_hash: 817e911653804ba574ff359540f1eb1473e80e6af6481ebde29c38e3572aac78
  description: ''
  health_score: 100.0
  last_checked: 1779032337.521093
  stars: 0
  status: online
  title: "lambdatest.com: Best Jenkins Pipeline Tutorial For Beginners (Examples)'
    \U0001F31F"
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  year: N/A
https://www.lambdatest.com/blog/jenkins-vs-travis-vs-bamboo-vs-teamcity:
  addition_method: manual
  content_hash: 7ee743ece3d9e534103446f74e3574e1f1201a420c3a8a618030ea9982e7e508
  description: ''
  health_score: 100.0
  last_checked: 1779032239.482493
  stars: 0
  status: online
  title: 'lambdatest.com: Jenkins vs Travis vs Bamboo vs TeamCity: Clash Of The Titans'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://www.lambdatest.com/blog/junit5-extensions:
  addition_method: manual
  content_hash: 30f705d732938d9354cf8ae4f682bcf55c4399ed93b1a612d907b1422bf2188b
  description: ''
  health_score: 100.0
  last_checked: 1779030339.691124
  stars: 0
  title: lambdatest.com
  v1_locations:
  - docs/qa.md
  year: N/A
https://www.lambdatest.com/blog/modifying-http-request-headers-in-java-using-selenium-webdriver:
  addition_method: manual
  content_hash: dd58df9a587dc4cc45075abf1a7c258d0ff8cd2f5e93d740d40d7e47718e95fe
  description: ''
  health_score: 100.0
  last_checked: 1779031900.996533
  stars: 0
  status: online
  title: 'lambdatest.com: How To Modify HTTP Request Headers In JAVA Using Selenium''
    WebDriver?'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/run-selenium-tests-in-docker:
  addition_method: manual
  content_hash: bf307d2d1d80ca9c9ddf1fe40c1dd0a1617e69270fc019f13070916543e00e67
  description: ''
  health_score: 100.0
  last_checked: 1779029950.104913
  stars: 0
  status: online
  title: "lambdatest.com: How To Run Selenium Tests In Docker ? \U0001F31F"
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/scroll-a-webpage-in-selenium-using-java:
  addition_method: manual
  content_hash: c599a73376fadc642ae64f45bc1e1b31541c8686d47a65ac9cdf8ee65b228896
  description: ''
  health_score: 100.0
  last_checked: 1779030742.101139
  stars: 0
  status: online
  title: 'lambdatest.com: How To Scroll a Page Using Selenium WebDriver?'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/selenium-automation-testing:
  addition_method: manual
  content_hash: 885bc63a078e6020662b3b3e340a858c3a5c0d7fd513542458fe2ee155c99020
  description: ''
  health_score: 100.0
  last_checked: 1779030384.795058
  stars: 0
  status: online
  title: "==lambdatest.com: Selenium Automation Testing: Basics and Getting Started=='
    \U0001F31F"
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/selenium-github-actions-example:
  addition_method: manual
  content_hash: 9b6e7067116404cf6447df0e563647ffd788d9eefb3dbcf6a88f1c6fd5f7fd13
  description: ''
  health_score: 100.0
  last_checked: 1779034152.693205
  stars: 0
  status: online
  title: "lambdatest.com: Complete Guide To Selenium Testing with GitHub Actions \U0001F31F"
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/selenium-ide-what-is-it-why-is-it-must-for-every-qa:
  addition_method: manual
  content_hash: af1b709eab396b690faa55d2336dab9af93bf300befe02cde753d7126a254b45
  description: ''
  health_score: 100.0
  last_checked: 1779032150.101753
  stars: 0
  status: online
  title: 'lambdatest.com: Selenium IDE: What Is It? & Why Is It Must For Every QA?'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/selenium-java-tutorial-how-to-test-login-process:
  addition_method: manual
  content_hash: 2d5312728850b3e44167b530d7b2c1bd801cbdcf42e3902b60a5f6d2b1894617
  description: ''
  health_score: 100.0
  last_checked: 1779029634.266367
  stars: 0
  status: online
  title: 'lambdatest.com: Selenium Webdriver Java Tutorial – Guide for Beginners'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/selenium-maven-jenkins-integration:
  addition_method: manual
  content_hash: edb39815160b45f9a43cdafb9c4d74b476a58600a0c1948dc680cc1ce0cbe6f7
  description: ''
  health_score: 100.0
  last_checked: 1779031164.046112
  stars: 0
  status: online
  title: 'lambdatest.com: How To Integrate Jenkins & Maven With Selenium?'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/selenium-python-cheat-sheet:
  addition_method: manual
  content_hash: 07710eb0caeb3f157b2dece7d2917cf6f282b137e14286d5e710fdc518d55772
  description: ''
  health_score: 100.0
  last_checked: 1779031460.627442
  stars: 0
  status: online
  title: 'lambdatest.com: The Ultimate Selenium Python Cheat Sheet for Test Automation'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://www.lambdatest.com/blog/set-jenkins-pipeline-environment-variables-list:
  addition_method: manual
  content_hash: f3f55fe2252f2151013a81630d06c03de50dd9430cc011936961e8767e7aaae4
  description: ''
  health_score: 100.0
  last_checked: 1779033923.746363
  stars: 0
  status: online
  title: "lambdatest.com: How To Set Jenkins Pipeline Environment Variables? \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.lambdatest.com/blog/teamcity-vs-jenkins-picking-the-right-ci-cd-tool:
  addition_method: manual
  content_hash: 36caabebad7ead8f02bffd143e41a38f7ec5f51f2554a97703bda03f5dc9b1cf
  description: ''
  health_score: 100.0
  last_checked: 1779030594.031378
  stars: 0
  status: online
  title: 'lambdatest.com: TeamCity vs. Jenkins: Picking The Right CI/CD Tool'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://www.lambdatest.com/blog/testng-vs-junit-which-testing-framework-should-you-choose:
  addition_method: manual
  content_hash: 3b1daaf7bb880dbc1d032d6f80b8562033ba04bec1976a38ee19b1faf0e6ec5b
  description: ''
  health_score: 100.0
  last_checked: 1779029142.442093
  stars: 0
  status: online
  title: 'lambdatest.com: TestNG vs JUnit : Which testing framework should you choose?'
  v1_locations:
  - docs/qa.md
  year: N/A
https://www.lambdatest.com/blog/top-automation-testing-trends-2021:
  addition_method: manual
  content_hash: 144b96063df655b97445169183781db48a81d3897dddf2124fd84c50310ebe7d
  description: ''
  health_score: 100.0
  last_checked: 1779031559.456675
  stars: 0
  status: online
  title: '==lambdatest.com: Top Automation Testing Trends To Look Out In 2021=='
  v1_locations:
  - docs/qa.md
  year: N/A
https://www.lambdatest.com/blog/upgrade-from-selenium3-to-selenium4:
  addition_method: manual
  content_hash: 13b5c068e1f6ad3056fbbf2e54a632d0785a1077cc9c82826724d4a46f0967ee
  description: ''
  health_score: 100.0
  last_checked: 1779033187.240724
  stars: 0
  status: online
  title: 'lambdatest.com: How To Upgrade From Selenium 3 To Selenium 4?'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/use-gitlab-ci-to-run-test-locally:
  addition_method: manual
  content_hash: bda7a69a57de5f272391c74a6e10678bc800ab9503a35e186596691592493502
  description: ''
  health_score: 100.0
  last_checked: 1779030805.901785
  stars: 0
  status: online
  title: "lambdatest.com: How To Use GitLab CI To Run Tests Locally? \U0001F31F"
  v1_locations:
  - docs/git.md
  year: N/A
https://www.lambdatest.com/blog/use-jenkins-shared-libraries-in-a-jenkins-pipeline:
  addition_method: manual
  content_hash: e876fba1f6a36e7b584a4eed077c29a2fe63a5849bc260c1d61069ebbb201d5e
  description: ''
  health_score: 100.0
  last_checked: 1779031555.024576
  stars: 0
  status: online
  title: "lambdatest.com: How To Use Shared Libraries In A Jenkins Pipeline? \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.lambdatest.com/blog/what-is-deprecated-in-selenium4:
  addition_method: manual
  content_hash: 9c328d0f3335ef86d814f4be830eca1d887a1e0038fa61485255ced72139ed8b
  description: ''
  health_score: 100.0
  last_checked: 1779031020.929622
  stars: 0
  status: online
  title: "lambdatest.com: What Is New In Selenium 4 And What Is Deprecated In It?'
    \U0001F31F"
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/what-is-jenkins:
  addition_method: manual
  content_hash: fe271c39e88f9afeab30284cff9a7a3810a8f88a9447fc2fd7fb5aaaecf47a82
  description: ''
  health_score: 100.0
  last_checked: 1779029991.135977
  stars: 0
  status: online
  title: "==lambdatest.com: What Is Jenkins Used For?== \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.lambdatest.com/blog/why-selenium-grid-is-ideal-for-automated-browser-testing:
  addition_method: manual
  content_hash: afeda1ccc3013aeaf219b2a50661b41ea93fdb352d2f31817549210cd55aa660
  description: ''
  health_score: 100.0
  last_checked: 1779029565.357458
  stars: 0
  status: online
  title: 'lambdatest.com: Why Selenium Grid Is Ideal For Automated Browser Testing?'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/blog/why-you-need-build-automation-tools-for-selenium-automation-testing:
  addition_method: manual
  content_hash: 64b40dfe866dfc86816d65bf0da1e844f86d670238bc59dd3dc9e5679c461bf2
  description: ''
  health_score: 100.0
  last_checked: 1779029151.34937
  stars: 0
  status: online
  title: 'lambdatest.com: Why You Need Build Automation Tools for Selenium Automation''
    Testing?'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/learning-hub/jenkins:
  addition_method: manual
  content_hash: 28871a02b3e2548416b29ecf3fb457d3e11d87b4528161ae110c7b96c29cc437
  description: ''
  health_score: 100.0
  last_checked: 1779030673.709293
  stars: 0
  status: online
  title: "lambdatest.com: Jenkins Tutorial \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.lambdatest.com/learning-hub/python-tutorial:
  addition_method: manual
  content_hash: 7c95a5cf311ad04beadade74b62c08c300c33c3c5b8ca91f47baee44b95806f2
  description: ''
  health_score: 100.0
  last_checked: 1779031414.645721
  stars: 0
  status: online
  title: "==lambdatest.com: Selenium Python Tutorial== \U0001F31F"
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/learning-hub/selenium-4:
  addition_method: manual
  content_hash: 8e8c10b9cab34cbf8cf4baa0c459f910c34a22a37b57f121f53322eb83f3fec1
  description: ''
  health_score: 100.0
  last_checked: 1779030091.122967
  stars: 0
  status: online
  title: "lambdatest.com: Selenium 4 \U0001F31F"
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/learning-hub/selenium-locators:
  addition_method: manual
  content_hash: a99a2986949e34d047069a22c3e413cfc3717e4d451460551a71a40027dfe16a
  description: ''
  health_score: 100.0
  last_checked: 1779031381.776687
  stars: 0
  status: online
  title: "lambdatest.com: Selenium Locators Tutorial \U0001F31F"
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lambdatest.com/selenium:
  addition_method: manual
  content_hash: 321bfa6d8014eced51431f7d6e40c9ab72fb54e5fe1d0f7165bfe81ba3726c45
  description: ''
  health_score: 100.0
  last_checked: 1779032579.079134
  stars: 0
  status: online
  title: 'lambdatest.com/selenium: Introduction to Selenium Basics'
  v1_locations:
  - docs/test-automation-frameworks.md
  year: N/A
https://www.lastweekinaws.com/blog/17-more-ways-to-run-containers-on-aws:
  description: ''
  addition_method: manual
  content_hash: 61a5673c15bd504211a78b14cb3078ec767ca1a987887d4c119aed2eeaf453b4
  health_score: 100.0
  last_checked: 1779032800.86088
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: A pragmatic, humorous breakdown of the sheer density of execution pathways
    for running containerized workloads on AWS. The catalog contrasts core options
    like ECS, EKS, App Runner, and Lightsail with lesser-known combinations, advising
    on cost and operational footprints.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Containers
  is_microservice: false
  title: 'lastweekinaws.com: 17 More Ways to Run Containers on AWS'
https://www.lastweekinaws.com/blog/i-hope-this-email-finds-you-before-i-do:
  addition_method: automatic
  ai_summary: A practical and witty write-up documenting the design of 'Billie the
    Platypus,' an automated email evaluation agent running on AWS Lambda. Built via
    Claude Code, the system implements a serverless workflow to parse and answer inbound
    marketing pitches with technical sarcasm, showcasing rapid LLM prototyping in
    modern cloud pipelines.
  category: aws-serverless
  complexity: Intermediate
  content_hash: 0a80e295fae5300ec1a25f9ccceb71e73549942e85683b9a26d487fdd2b898cc
  description: How Corey Quinn built 'Billie the Platypus,' an AI email triage assistant
    with Claude Code running in an AWS Lambda function.
  hierarchy:
  - Amazon Web Services
  - Serverless
  - AI Integration
  is_microservice: false
  language: English
  last_checked: 1780352581.792465
  reputation_status: Vetted
  reputation_summary: Written by Corey Quinn, a prominent and respected figure in
    the AWS ecosystem. Highly popular and vetted by the AWS/DevOps community.
  resource_type: blog
  social_preview_url: https://www.lastweekinaws.com/wp-content/uploads/2026/01/header-1768364958717.jpg
  source_provenance: X.com (QuinnyPig)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[COMMUNITY-TOOL]'
  - '[CASE STUDY]'
  title: I Hope This Email Finds You Before I Do - Last Week in AWS
  year: '2026'
https://www.lastweekinaws.com/blog/reader-mailbag-is-ecs-deprecated:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A witty, incisive comparison between AWS Elastic Container Service (ECS)
    and Kubernetes. It contrasts the operational simplicity of AWS-native orchestration
    with the global flexibility and extensibility offered by the Kubernetes ecosystem.
  language: English
  resource_type: Opinion / Analysis
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Orchestration Comparison
  - AWS Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lastweekinaws.com: Is ECS deprecated? Has Kubernetes won?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.latent.space/p/ainews-cognition-raises-1b-in-26b:
  addition_method: automatic
  ai_summary: 'This detailed report analyzes the business and technical implications
    of Cognition''s landmark $1B Series D round at a $26B valuation. It highlights
    the staggering production scale of Devin, which now writes 89% of its own code
    and generates $492M in ARR.


    * **Autonomous Adoption**: Outlines enterprise workflows at major firms including
    Mercedes-Benz and Goldman Sachs.

    * **Strategic Market Shift**: Evaluates the competitive dynamics between proprietary
    agent labs and DIY open-source frameworks.'
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 45357df650a7384271c68f62e592008db2d99ebb0c98cf4edbc2dd3b815fd5de
  description: An in-depth Latent Space editorial discussing Cognition's massive $1B
    funding round at a $26B valuation and its implications for the autonomous coding
    agent market.
  hierarchy:
  - Artificial Intelligence
  - Industry News
  - Funding
  impact_score: 90
  is_microservice: false
  language: en
  last_checked: 1780401152.315675
  reputation_status: Vetted
  reputation_summary: Highly trusted AI industry publication and podcast. The funding
    and metric announcements for Cognition are confirmed by multiple reputable tech
    news outlets.
  resource_type: Article
  social_preview_url: ''
  source_provenance: X.com (swyx)
  stars: 4
  status: online
  suggested_new_category: ai
  tags:
  - '[EMERGING]'
  - '[CASE STUDY]'
  title: '[AINews] Cognition raises $1B in $26B Series D'
  year: '2026'
https://www.latent.space/p/ainews-new-ai-infra-decacorns-fireworks:
  addition_method: automatic
  ai_summary: This edition of AINews tracks the massive scaling and funding rounds
    of core AI infrastructure providers like Fireworks, Baseten, and OpenRouter. It
    details the accelerating shift from raw model strength to model engineering harnesses,
    detailing technical milestones such as vLLM's integration of a Rust-based frontend,
    sparse attention mechanism optimizations for rapid prefill speeds, and long-context
    agent memory designs.
  category: ai-agents-mcp
  complexity: Intermediate
  content_hash: 171e670377e2c46a13681ba884d33ad2a0051bf5f769e7516a14b3e4d1d34d94
  description: Latent Space details massive funding in inference layers, focusing
    on Fireworks, Baseten, and OpenRouter.
  hierarchy:
  - AI
  - Infrastructure
  - Inference Providers
  is_microservice: false
  language: en
  last_checked: 1780352720.351868
  reputation_status: Vetted
  reputation_summary: Reputable deep-dive newsletter from Latent Space.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (swyx)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  - CASE STUDY
  title: 'New AI Infra decacorns: Fireworks, Baseten with OpenRouter on the way'
  year: '2026'
https://www.latent.space/p/ainews-new-ai-infra-unicorns-exa:
  addition_method: automatic
  ai_summary: This edition of Latent Space's AINews chronicles a major capital influx
    into the AI infrastructure layer, tracking milestone valuations for next-generation
    search engine Exa, serverless GPU platform Modal, and real-time vector database
    TurboPuffer. The synthesis covers architectural pivots such as NVIDIA's Gated
    DeltaNet-2, the RAEv2 representation autoencoder framework, and the broader shift
    toward agent-native infrastructure. It provides deep analytical insights into
    the commercial viability and operational scale of modern AI hardware and middleware
    deployments.
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: ea75601d28627070d196eea2c3c5bc634062f5beea3bdda9455f36ae40cd1c22
  description: A recap of significant fundraises, engineering updates, and AI infrastructure
    milestones, highlighting new unicorns Exa, Modal, and TurboPuffer.
  hierarchy:
  - Artificial Intelligence
  - AI Infrastructure
  - Industry Analysis
  - Funding News
  is_microservice: false
  language: en
  last_checked: 1780352454.119694
  reputation_status: Vetted
  reputation_summary: Highly reputable AI newsletter and podcast covering frontier
    developments in machine learning infrastructure and agentic workflows.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (swyx)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: '[AINews] New AI Infra unicorns: Exa, Modal, TurboPuffer'
  year: '2026'
https://www.latent.space/p/video-agents:
  addition_method: automatic
  ai_summary: '### Curator Insight

    This podcast episode provides a rare look into the engineering and design choices
    behind xAI''s Grok Imagine video model. Swyx and Alessio Fanelli interview Ethan
    He, detailing how the team built a multimodal video generator in three months.
    The discussion contrasts one-shot video generation with predictive world models,
    arguing that true video agents require an LLM-driven planning and critiquing loop
    rather than simply training on raw video datasets. This highlights a shift toward
    agentic workflows for content synthesis and simulation.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: 43fe626e54d23824c77e3fce8ff2fce0f9d7a1ae28c63d651f16a1b55604f16a
  description: An interview-driven architectural deep-dive with Ethan He, Grok Imagine
    Lead at xAI, discussing the evolution from video generation to autonomous video-based
    agent workflows.
  hierarchy:
  - Artificial Intelligence
  - Generative AI
  - Multimodal Video Agents
  impact_score: 92
  is_microservice: false
  language: English
  last_checked: 1780401702.548842
  reputation_status: Vetted
  reputation_summary: Highly-regarded deep-tech podcast by Swyx and Alessio Fanelli.
    The episode provides exceptional engineering insights straight from the lead of
    xAI Grok Imagine, with excellent reception on Hacker News and across the AI engineering
    community.
  resource_type: Podcast / Article
  social_preview_url: ''
  source_provenance: X.com (swyx)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - EMERGING
  title: Why Video Agent Models are Next — Ethan He, xAI Grok Imagine
  year: '2026'
https://www.lavanguardia.com/economia/20201014/484036217179/transformacion-digital-empresas-foncillas-pf-video-seo-lv.html:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Un análisis crítico sobre las falacias que rodean el concepto de 'transformación
    digital' en el mundo corporativo. El autor argumenta que la tecnología por sí
    sola no arregla procesos rotos, señalando que el verdadero cambio radica en la
    reestructuración cultural y la optimización organizativa.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Business Architecture
  - Digital Transformation
  - Cultural Dynamics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "lavanguardia.com: Por qué la transformación digital es mentira \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.lavanguardia.com/economia/20220223/8075492/liderazgo-empresa-jefes-empleados-cercania-decisiones.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes the boundaries of leadership behavior, illustrating the risk
    of transitioning from an empathetic, approachable manager to a compromised peer.
    Recommends strategies to balance psychological safety and team trust with professional
    objectivity to make fair engineering, promotional, and systemic architectural
    decisions.
  language: es
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Team Management
  - Team Dynamics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'lavanguardia.com: La delgada línea roja del liderazgo: de la cercanía al
    compadreo'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
? https://www.lavanguardia.com/economia/20230414/8895371/ingeniero-machine-learning-e-ingeniero-datos-profesiones-emergentes-mas-demandadas-espana.html
: description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Designates data and machine learning engineering as
    the fastest-growing job profiles in Spain. Live Grounding: Illustrates the market
    transformation where businesses prioritize real-time data streaming pipelines
    and ML integration over traditional monolithic software engineering.'
  language: es
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Professional Practice
  - Career Paths
  - Data & AI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lavanguardia.com: Ingeniero de ‘machine learning’ e ingeniero de datos,
    las profesiones emergentes más demandadas en España'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.lavanguardia.com/vivo/20211113/7856878/cualidades-mas-valoran-empleados-jefe-pmv.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes workplace leadership styles, mapping traits most valued by
    modern engineering and technical teams. Focuses on empathetic, supportive, and
    transformational leadership paradigms that improve retention and psychological
    safety in high-stress delivery environments.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Management
  - Leadership
  - Engineering Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lavanguardia.com: Los estilos de liderazgo más apreciados por los empleados'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.lavanguardia.com/vivo/psicologia/20220225/8079133/trabajo-laboral-jefe-talento-trabajadores-nbs.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Analyzes leadership patterns that drive away technical
    talent and damage team cohesion. Live Grounding: Identifies toxic engineering
    leadership traits and highlights strategic mitigation tactics for organizations
    to preserve intellectual capital and maintain highly collaborative development
    environments.'
  language: es
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Professional Practice
  - Leadership
  - Team Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lavanguardia.com: Cómo saber si tu jefe es un "ahuyenta talentos" que puede
    frustrar tu carrera'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.learnawsiam.com:
  addition_method: automatic
  ai_summary: 'Inspired by ''Learn Git Branching'', Learn AWS IAM is a high-density,
    interactive educational application that parses and simulates complex AWS IAM
    policy evaluation rules directly in the browser. Using 12 puzzle-oriented levels,
    it provides hands-on mastery over identity policies, resource policies, tag-based
    ABAC, SCPs, and permissions boundaries.


    * Leverages ReactFlow and XState to visually illustrate non-intuitive access flows.

    * Provides a native JSON editor with real-time evaluation feedback without requiring
    AWS credentials.'
  category: aws-security
  complexity: Intermediate
  content_hash: fcdd679c786da8bcfe14c1d076898291ff2fa000a251d8f07bc6b684ca0aae07
  description: An interactive, visual in-browser simulator and puzzle application
    designed to master AWS Identity and Access Management policies.
  hierarchy:
  - AWS
  - Security
  - Identity and Access Management
  is_microservice: false
  language: en
  last_checked: 1780352414.115696
  reputation_status: Vetted
  reputation_summary: Lauded across Reddit's AWS community and Dev.to in 2026 as a
    revolutionary, serverless visual simulator for policy education.
  resource_type: website
  social_preview_url: ''
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: aws-training-interactive
  tags:
  - '[GUIDE]'
  - '[COMMUNITY-TOOL]'
  title: Learn AWS IAM Interactively
  year: '2026'
https://www.learncloudnative.com/blog/2020-09-30-sidecar-container:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A practical introductory manual illustrating how sidecar container configurations
    operate inside a single pod. Shows how secondary containers can run logging agents,
    metrics collection, and background services alongside the main application container
    without polluting its core codebase.
  language: None
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Architecture
  - Design Patterns
  - Multi-Container Pods
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learncloudnative.com: Sidecar Container Pattern'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.learncloudnative.com/blog/2020-10-07-network-policies:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introductory resource focused on the fundamentals of NetworkPolicy.
    Explains selector matching patterns and namespace encapsulation rules for cloud-native
    applications.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Networking
  - Security
  - Network Policy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'learncloudnative.com: Kubernetes Network Policy'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.learncloudnative.com/newsletter:
  addition_method: manual
  content_hash: 909d200a42915e807f4cb761264cbf01116effe515328118c8e8daac774f1500
  health_score: 100.0
  last_checked: 1779032248.757713
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-newsletters.md
https://www.learnfree.org/en:
  description: ''
  year: '2025'
  stars: 1
  ai_summary: A resource dedicated purely to entry-level computer literacy, basic
    operating system navigation, and office tools. Does not possess technical resources
    or workflows targeting SRE or cloud engineering domains.
  language: English
  resource_type: Training Platform
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Digital Literacy
  - Basic IT
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: GCF LearnFree.org
  addition_method: manual
  v2_locations:
  - elearning.md
https://www.learnitguide.net:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A curated educational platform providing in-depth guides on enterprise
    Linux administration, DevOps tools, automation, and cloud platforms. Its systematic
    tutorials are designed to prepare system administrators for managing highly available
    enterprise environments.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - SysAdmin Tutorials
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "learnitguide.net \U0001F31F"
  addition_method: manual
  v2_locations:
  - elearning.md
https://www.learnitguide.net/2023/04/how-to-check-memory-usage-of-pod-in.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Monitoring memory consumption is critical to preventing out-of-memory
    (OOM) evictions and performance degradation. This guide explains how to leverage
    the Kubernetes Metrics Server via kubectl top, alongside advanced Prometheus queries,
    to track real-time memory footprints. It contrasts raw memory utilization against
    requested resource boundaries to help right-size workloads.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Resource Management
  - Metrics Collection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnitguide.net: How to Check Memory Usage of a Pod in Kubernetes?'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.learnitguide.net/2023/04/how-to-create-configmap-from-properties.html:
  description: ''
  addition_method: manual
  content_hash: 6d085777d8535c1da4f104fa3ed9480e480935274cf1f9813b0fed37e9c335f1
  health_score: 100.0
  last_checked: 1779030228.824502
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: '2023'
  ai_summary: Demonstrates methods to compile Kubernetes ConfigMaps from structured
    properties files. Bridges common application configurations with native cloud
    manifest patterns.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Platform
  - K8s API & Development
  - Config Management
  is_microservice: false
  title: '==learnitguide.net: How to Create ConfigMap from Properties File Using K8s''
    Client=='
https://www.learnitguide.net/2023/04/how-to-troubleshoot-kubernetes-pods.html:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A focused tutorial describing standard commands and methodologies to
    diagnose Pod failures such as ImagePullBackOff, CrashLoopBackOff, and Evicted
    states. It systematically walks through the utilization of kubectl describe, logs,
    and events to construct an accurate failure timeline. It is perfect for junior
    engineers looking to build baseline debugging proficiency.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Pod Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnitguide.net: How To Troubleshoot Kubernetes Pods'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.learnitguide.net/2023/05/kubevious-powerful-kubernetes-dashboard.html:
  addition_method: manual
  content_hash: a2c591ef1e35086e578cf78e807a027ae364c4a30ce4d14801a6166a85ea7be2
  description: ''
  health_score: 100.0
  last_checked: 1779034424.868819
  needs_ai_refresh: true
  stars: 0
  title: 'learnitguide.net: Kubevious - A Powerful Kubernetes Dashboard'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://www.learnpython.org:
  description: ''
  year: '2010'
  stars: 0
  ai_summary: Browser-based, interactive Python learning playground allowing engineers
    to quickly grasp procedural syntax, object models, and key library capabilities
    through directly executed code challenges.
  language: Python
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: LearnPython.org interactive Python tutorial
  addition_method: manual
  v2_locations:
  - python.md
https://www.learnsteps.com/advanced-kubernetes-what-exactly-are-kubernetes-operators:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory post explaining the mechanics of custom Kubernetes controllers.
    It maps physical operator duties to software loops to illustrate the benefits
    of declarative configurations.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Resources
  - Education
  - Introductory
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: Advance Kubernetes: What exactly are Kubernetes Operators?'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://www.learnsteps.com/basics-on-kubernetes-what-exactly-is-a-deployment:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Deconstructs the conceptual boundaries between Pods, ReplicaSets, and
    Deployments. Explains the continuous declarative loop run by the deployment controller
    to maintain the desired pod replicas count.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Core Concepts
  - Workloads
  - Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: Basics on Kubernetes: What exactly is a deployment?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.learnsteps.com/basics-on-kubernetes-what-exactly-is-a-replicaset:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A foundational breakdown of the ReplicaSet controller in Kubernetes.
    Explains how a ReplicaSet ensures the specified number of pod replicas are running
    at any given time, discussing reconciliation loops and pod label selector strategies.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Core Architecture
  - Controller Manager
  - ReplicaSet
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: Basics on Kubernetes: What exactly is a ReplicaSet'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.learnsteps.com/devops-interview-question-how-will-you-set-up-a-ci-cd-pipeline:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: 'A technical architectural blueprint of modern pipeline assembly: testing
    validations, container building, canary promotions, and rollbacks. Essential resource
    for production architecture preparation.'
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Delivery
  - CI/CD Pipeline Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "learnsteps.com: DevOps Interview Question: How will you set up a CI/CD pipeline?
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.learnsteps.com/devops-interview-questions-how-will-you-design-your-cloud-vpc-and-subnets:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An architectural scenario walkthrough evaluating VPC partition layout
    designs. Focuses on address planning, NAT placements, security group hierarchies,
    and transit routing rules within high-availability clouds.
  language: None
  resource_type: Interview Q&A
  complexity: Advanced
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Cloud Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: DevOps Interview Questions: How will you design your cloud
    VPC and subnets?'
  addition_method: manual
  v2_locations:
  - devops.md
  - interview-questions.md
https://www.learnsteps.com/devops-interview-questions-how-will-you-scale-your-current-ci-cd-pipeline:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Reviews scaling methodologies for massive enterprise continuous delivery
    systems. Addresses parallel task routing, build agent autoscaling, caching mechanisms,
    and automatic rollbacks upon deployment errors.
  language: None
  resource_type: Interview Q&A
  complexity: Advanced
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - DevOps & CI/CD
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: DevOps Interview Questions: How will you scale your current
    CI-CD pipeline'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.learnsteps.com/devops-interview-questions-important-python-questions:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Examines Python's usage in shell scripting, infrastructure provisioning,
    parsing unstructured system logs, and building resilient communication wrappers
    around cloud SDKs.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Automation
  - Python
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: DevOps Interview Questions: Important Python questions'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.learnsteps.com/devops-interview-questions-what-do-you-know-about-proc-filesystem-in-linux:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A deep dive assessing candidate knowledge of the virtual Linux proc
    filesystem. Outlines how the OS kernel maps system memory, active CPU task logs,
    and hardware parameters dynamically to virtual directory trees.
  language: None
  resource_type: Interview Q&A
  complexity: Advanced
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Linux Internals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: DevOps Interview Questions: What do you know about proc
    filesystem in Linux.'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.learnsteps.com/difference-between-minor-page-faults-vs-major-page-faults:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An analytical description explaining memory subsystem mechanisms, particularly
    contrasting minor page faults with major disk I/O interrupts. It details system
    performance implications. Live Grounding shows its high relevance for optimizing
    performance-critical data stores.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Operating Systems
  - Memory Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: Difference between minor page faults vs major page faults'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.learnsteps.com/how-exactly-kube-proxy-works-basics-on-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analytical guide outlining how kube-proxy tracks the cluster API
    server to process changes to Endpoints and Services. Details packet forwarding
    patterns using user-space proxy routing and kernel-level iptables translation
    chains.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - kube-proxy
  - Traffic Routing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: How exactly kube-proxy works: Basics on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.learnsteps.com/how-kubernetes-works-on-a-reconciler-pattern:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'A breakdown detailing the core control loop underlying Kubernetes''
    architecture: the state reconciliation pattern. Explains how controllers constantly
    poll state using an active feedback loop, identifying deviations between target
    specifications and current infrastructure status, and scheduling atomic changes
    to reconcile them.'
  language: None
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Architecture
  - Internal Mechanics
  - Control Loops
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: How Kubernetes works on reconciler pattern'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.learnsteps.com/kaniko-and-how-you-can-build-images-on-kubernetes-using-kaniko:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030330.967812
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: This technical guide explains the operational configuration of Kaniko
    for building container images on Kubernetes without root privileges. It details
    how Kaniko mounts workspace directories, evaluates Dockerfiles, and pushes compiled
    layers directly.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Image Building
  - In-Cluster Builds
  - Educational Material
  is_microservice: false
  title: 'learnsteps.com: Kaniko and how you can build images on Kubernetes using''
    kaniko?'
https://www.learnsteps.com/kubernetes-what-to-learn-from-a-long-term-perspective:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Guides platform engineers on which core Kubernetes competencies stand
    the test of time. Advises focusing on networking constructs (CNI), controller
    patterns, and security layers over ephemeral tools.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Career Development
  - Skill Mapping
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: Kubernetes: What to learn from a long term perspective'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.learnsteps.com/logging-infrastructure-system-design:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Structural system architecture deep-dive covering high-volume log collection,
    queuing, indexing, and durable storage tiers (such as ELK, Grafana Loki, or OpenSearch).
    Curator Insight: Deep blueprint on logging pipeline design. Live Grounding: Essential
    reading for scaling logging clusters without sacrificing lookup speeds or bloating
    cloud storage costs.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Systems Design
  - Observability
  - Logging Systems
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: Logging Infrastructure System Design'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.learnsteps.com/monitoring-infrastructure-system-design:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Architectural breakdown of designing an end-to-end monitoring infrastructure
    from scratch. Examines the selection of pull vs. push telemetry models, buffer
    queues (like Kafka), and time-series databases (TSDBs). Curator Insight: High-level
    overview of system design for monitoring platforms. Live Grounding: Serves as
    a great architectural primer for platform engineering teams building internal
    metrics systems.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Systems Design
  - Observability
  - Infrastructure Design
  - Telemetry Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: Monitoring Infrastructure System Design'
  addition_method: manual
  v2_locations:
  - prometheus.md
  - monitoring.md
https://www.learnsteps.com/tag/basics-on-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Learnsteps provides step-by-step foundational guides designed to reduce
    the steep learning curve of container scheduling. It addresses core concepts like
    Pods, Deployments, and Services, making it ideal for software developers new to
    infrastructure.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Training & Education
  - Foundational
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: learnsteps.com/tag/basics-on-kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.learnsteps.com/what-is-a-control-plane-what-do-people-mean-by-this-basics-on-kubernetes:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Demystifies the abstraction of 'Control Plane' in modern infrastructure.
    Clarifies how the central decision-making components of Kubernetes operate out-of-band
    relative to user workloads.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Architecture
  - Control Plane
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: What is a control plane? Basics on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.learnsteps.com/what-is-a-service-mesh-is-it-born-with-kubernetes:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Traces the historical genesis of service meshes back to early monolithic
    networking libraries (Finagle, Hystrix). Illustrates how the deployment pattern
    migrated to container-based sidecars alongside Kubernetes' rapid adoption.
  language: None
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'learnsteps.com: What is a service mesh? Is it born with Kubernetes?'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.learnsteps.com/what-is-kubelet-and-what-it-does-basics-on-kubernetes:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A detailed overview of the system agent running on each cluster node.
    Demystifies how kubelet monitors container manifests and communicates health and
    state indicators directly back to the API server.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Node Level
  - Kubelet
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'learnsteps.com: What is kubelet and what it does: Basics on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.letsdevops.net/post/letsdevops-introduction-to-azure-devops-for-beginners:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An introductory resource focused on the initial setup of Azure DevOps
    repositories, build pipelines, and delivery configurations. While the curator
    highlights its value as a beginner walkthrough, 2026 engineering frameworks view
    its emphasis on Classic UI pipelines as a legacy pattern. Contemporary best practices
    demand transitioning entirely to multi-stage YAML pipelines to ensure configuration-as-code
    consistency and compliance.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud DevOps
  - CI-CD Pipelines
  - Azure DevOps Fundamentals
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "letsdevops.net: Introduction to Azure DevOps for Beginners - Create CI/CD
    Pipelines, Setup Repository \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://www.liatrio.ai/resources/blog:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight highlights the methodologies for assembling and building
    container images from within a Jenkins declarative pipeline execution block. Live
    Grounding indicates that using modern agent strategies (such as Kaniko or podman)
    has superseded dind (Docker in Docker) configurations to secure enterprise clusters.
    This post offers foundational Docker container pipeline strategies.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Jenkins
  - Docker Containerization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'liatrio.com: building with docker using jenkins pipelines'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.liatrio.com/blog/building-with-docker-using-jenkins-pipelines:
  addition_method: manual
  content_hash: 1c96252f77cf3bcf758a51e501d057f6d3d507b98c614ab4c96bdaeac93864f1
  description: ''
  health_score: 100.0
  last_checked: 1779030615.053228
  stars: 0
  status: online
  title: 'liatrio.com: building with docker using jenkins pipelines'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.lightbend.com/white-papers-and-reports/java-ee-to-cloud-native-modernization:
  addition_method: manual
  content_hash: 9845ee62a18e84eaac90c4c402918214db48ace9a7f827d6b52fcd300261ab73
  description: ''
  health_score: 100.0
  last_checked: 1779031962.357694
  stars: 0
  status: online
  title: "==lightbend.com: From Java EE To Cloud Native: The End Of The Heavyweight'
    Era== \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.lightbitslabs.com/product:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736036.438992
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: LightOS
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering LightOS
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.linkedin.com/company/learnk8s:
  addition_method: manual
  content_hash: a69e23f595ca9dd5da6245919e3140d1c772166dde210d7ac3122d7e8d0acb06
  health_score: 100.0
  last_checked: 1779034134.975616
  v1_locations:
  - docs/matrix-table.md
https://www.linkedin.com/feed/update/urn:li:activity:6459657167300583424:
  addition_method: manual
  content_hash: b1fd9d17ceebdc4088b5c8544a9ca42e87224391ab7d9e6bb579a9a6911bdc52
  health_score: 100.0
  last_checked: 1779034217.875054
  needs_ai_refresh: true
  v1_locations:
  - docs/introduction.md
https://www.linkedin.com/feed/update/urn:li:activity:6923979009311559680:
  addition_method: manual
  content_hash: c15d3b3ebcf798499f3ab8ac418c64f2be2b4912e0a28dcca985945726575682
  health_score: 100.0
  last_checked: 1779031397.358201
  needs_ai_refresh: true
  v1_locations:
  - docs/mlops.md
https://www.linkedin.com/groups/49531/49531-6092152919937794052:
  addition_method: manual
  content_hash: 5701daa2baf2d38f04dfc5e44514ed9092516bc34e5749f26ca849e85b40a190
  description: ''
  health_score: 100.0
  last_checked: 1779029634.474482
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: Linkedin Discussion
  v1_locations:
  - docs/aws-networking.md
  v2_locations:
  - aws-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Linkedin
    Discussion in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linkedin.com/groups/49531/49531-6093375473969090562:
  addition_method: manual
  content_hash: f4ce08b7c0c05390430e180acf74abaf826dbdc09cbc93c6d67f8af5a88959a9
  description: ''
  health_score: 100.0
  last_checked: 1779029838.346822
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Linkedin discussion: Need help on Backup and restore methods of EC2 using''
    s3 services'
  v1_locations:
  - docs/aws-backup.md
  v2_locations:
  - aws-backup.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Linkedin
    discussion: Need help on Backup and restore methods of EC2 using'' s3 services
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linkedin.com/learning/?trk=lynda_redirect_learning:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: An industry-standard corporate video platform delivering wide-ranging
    content on Docker containerization, Jenkins pipelines, and basic Kubernetes architecture.
    While highly polished, the courses tend to prioritize foundational theoretical
    paradigms over complex, bare-metal operations.
  language: English
  resource_type: Training Platform
  complexity: Beginner
  hierarchy:
  - Professional Development
  - Online Learning
  - Continuous Education
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Lynda.com Linkedin Learning
  addition_method: manual
  v2_locations:
  - elearning.md
https://www.linkedin.com/newsletters/6962087231775772672:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Walkthrough on utilizing Oh-My-Posh engine configurations in PowerShell
    Core prompts to output current active Kubernetes clusters and contexts. Improves
    administrator visual feedback loops to prevent accidental namespace deployments.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure Automation
  - Shell Customization
  - Oh-My-Posh
  - Kubernetes Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.guybarrette.com: Powershell prompt: How to display your current Kubernetes
    context using Oh-My-Posh 3 \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://www.linkedin.com/pulse/alternative-kubernetes-docker-swarm-marcel-koert:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines why Docker Swarm serves as an adequate and clean orchestration
    framework for mid-market business apps, bypassing complex overlay networks.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Docker Swarm
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Alternative to Kubernetes: Docker Swarm'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://www.linkedin.com/pulse/amazon-eks-distro-eks-d-kubernetes-distribution-used-gokul-chandra:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores Amazon EKS Distro (EKS-D), the same open-source upstream Kubernetes
    distribution used by AWS to power Amazon EKS. The article highlights its value
    for on-premises deployments requiring the exact upstream patches, dependencies,
    and security alignments maintained by Amazon.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Distributions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "linkedin.com: Amazon EKS Distro (EKS-D): The Kubernetes Distribution Used
    by Amazon EKS \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.linkedin.com/pulse/ansible-what-marcel-koert:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analytically bounds Ansible's utility profile by identifying what it
    is and what it is not. Highlights its primary purpose in deployment, configuration
    state assurance, and software orchestration while detailing architectural anti-patterns
    where alternative solutions (like direct programming languages) fit better.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com: Ansible what is it and what not'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.linkedin.com/pulse/api-testing-postman-build-dynamic-test-suite-michael-montgomery:
  description: '- [medium: API Testing with Postman — Build a Dynamic Test Suite](https://medium.com/@michaelkm03/api-testing-with-postman-build-a-dynamic-test-suite-e874f4d78e69)'
  year: '2026'
  stars: 0
  ai_summary: Step-by-step tutorial for engineering highly dynamic, data-driven test
    suites inside Postman. Highlights variable scoping, pre-request scripts, and test
    scripting to dynamically adapt across environments.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Software Testing
  - API Testing
  - CI-CD
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'Linkedin: API Testing with Postman — Build a Dynamic Test Suite'
  addition_method: manual
  v2_locations:
  - postman.md
https://www.linkedin.com/pulse/api-testing-postman-michael-montgomery:
  description: '- [medium: API Testing with Postman](https://medium.com/@michaelkm03/rest-api-test-automation-with-postman-jenkins-1-of-3-860edf3c2a45)'
  year: '2026'
  stars: 0
  ai_summary: An industry-proven guide addressing automated API test orchestration
    with Postman and Jenkins. Focuses on setting up automated collection runs as critical
    build gates within modern DevOps pipelines.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Testing
  - API Testing
  - CI-CD
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'Linkedin: API Testing with Postman'
  addition_method: manual
  v2_locations:
  - postman.md
https://www.linkedin.com/pulse/automatizaci%C3%B3n-de-procesos-con-prometheus-grafana-y-v%C3%ADctor-vela-l%C3%B3pez-1e:
  addition_method: manual
  content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a
  description: ''
  health_score: 100.0
  last_checked: 1779030202.268459
  stars: 0
  title: 'linkedin.com/pulse: Automatización de procesos con Prometheus, Grafana y''
    WebHook: resolución autónoma de incidentes'
  v1_locations:
  - docs/grafana.md
  year: N/A
https://www.linkedin.com/pulse/avoid-kubernetes-anti-patterns-pavan-belagatti:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A high-level operational guide flagging common anti-patterns that plague
    greenfield orchestrations. Analyzes deployment failures caused by massive container
    payloads, missing health probes, and bad scaling rules, proposing easy remedial
    paths.
  language: None
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Architecture
  - Deployment Anti-Patterns
  - Operational Safety
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com/pulse: Avoid These Kubernetes Anti-Patterns | Pavan Belagatti'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.linkedin.com/pulse/azure-networking-filiz-akkaya-wqcuc:
  addition_method: manual
  content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a
  description: ''
  health_score: 100.0
  last_checked: 1779030413.30576
  stars: 0
  status: online
  title: 'linkedin.com: Azure Networking | Filiz Akkaya'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.linkedin.com/pulse/azure-weekly-update-15th-may-2026-john-savill-fyspc:
  addition_method: automatic
  ai_summary: 'This LinkedIn article acts as the text-based companion to John Savill''s
    Azure Weekly Update for May 15, 2026.


    It documents critical platform changes including:

    * The Azure Virtual Network Manager (AVNM) rule impact analyzer.

    * SMB Managed Identity integration for Azure Files.

    * Service Bus Premium''s new 4-nines SLA with Availability Zone support and confidential
    compute options.'
  category: azure
  complexity: Intermediate
  content_hash: a2b248aaea5c2b50ccd5c667b419e0b20725cbdc94192b69957b19aba7917db5
  description: Written companion article providing a structured overview of the Azure
    updates released during the week of May 15, 2026.
  hierarchy:
  - Public Cloud
  - Azure
  - Weekly Updates
  is_microservice: false
  language: en
  last_checked: 1780351994.342645
  reputation_status: Vetted
  reputation_summary: Written text companion to John Savill's weekly Azure update,
    offering structured notes and quick links.
  resource_type: Article
  social_preview_url: https://media.licdn.com/dms/image/v2/D5612AQHUmOMb4TVsww/article-cover_image-shrink_720_1280/B56Z4sZ6RSHkAQ-/0/1778861452584?e=2147483647&amp;v=beta&amp;t=Ddq3PJkZqAOCOhFfodIU531EDHIQKyQw-GSZglvn2nY
  source_provenance: X.com (NTFAQGuy)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: Azure Weekly Update 15th May 2026
  year: '2026'
https://www.linkedin.com/pulse/azure-weekly-update-22nd-may-2026-john-savill-xpidc/?trackingId=ogg9bm9PQnyhEbNxtvW8Iw%3D%3D:
  addition_method: automatic
  ai_summary: This article serves as the comprehensive written digest of John Savill's
    Azure platform updates for late May 2026. Key areas highlighted include Cosmos
    DB integration with LangChain/LangGraph, TLS certificate bindings in Functions
    Flex Consumption, AKS Application Insights auto-instrumentation, and Azure Storage
    Mover scheduling refinements. The compilation provides cloud architects with a
    quick-reference index of security, networking, and serverless compute alterations
    across Azure regions.
  category: azure
  complexity: intermediate
  content_hash: 82c98ff33172475258130dd776cd8c7f00aad992a534dd4b9ae110cfd7ba3aa2
  description: A written companion to John Savill's weekly Azure Update, summarizing
    platform enhancements, networking changes, and new AI integrations.
  hierarchy:
  - Public Cloud
  - Azure
  - Platform Updates
  - Weekly Digest
  is_microservice: false
  language: en
  last_checked: 1780352454.119957
  reputation_status: Vetted
  reputation_summary: Authoritative written companion to John Savill's highly regarded
    video updates on Azure infrastructure and engineering.
  resource_type: article
  social_preview_url: https://media.licdn.com/dms/image/v2/D5612AQGBC26FtcQtTA/article-cover_image-shrink_720_1280/B56Z5QSvnpHkAQ-/0/1779463554107?e=2147483647&amp;v=beta&amp;t=E1laAouaAW0gcxroSxvbJVC8DPotjJicz4OVluje2x4
  source_provenance: X.com (NTFAQGuy)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: Azure Weekly Update - 22nd May 2026
  year: '2026'
https://www.linkedin.com/pulse/bmw-takes-digital-innovation-fast-lane-red-hat-openshift-mendus:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight highlights the strategic cloud-native alignment of BMW
    with Red Hat OpenShift to run critical manufacturing systems. Live Grounding outlines
    how hybrid cloud infrastructure allows the enterprise to standardize edge environments
    at assembly plants while maintaining dynamic cloud scalability.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Organizational Culture
  - Migration Journeys
  - BMW Group
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: BMW takes digital innovation into the fast lane with Red Hat Openshift Container
    Platform
  addition_method: manual
  v2_locations:
  - customer.md
https://www.linkedin.com/pulse/caf-vs-waf-which-framework-use-your-cloud-migration-gregor-wohlfarter-hko0f:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A comparative technical analysis mapping out the distinct purposes of
    CAF (Cloud Adoption Framework) and WAF (Well-Architected Framework). CAF acts
    as an organizational and governance blueprint for cloud landing-zone design, while
    WAF operates at the workload level to optimize and secure individual workloads.
    Architects leverage both in parallel to design a resilient tenant architecture
    and robust microservice runtimes.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Governance
  - Frameworks
  - CAF vs WAF
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com: CAF vs WAF: Which Framework to Use for Your Cloud Migration?'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.linkedin.com/pulse/command-query-responsibility-segregation-cqrs-hybrid-cloud-mark-ubhfc:
  addition_method: manual
  content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a
  description: ''
  health_score: 100.0
  last_checked: 1779031046.195652
  stars: 0
  status: online
  title: 'linkedin.com/pulse: Command and Query Responsibility Segregation (CQRS):''
    Optimizing Hybrid Cloud Strategies'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.linkedin.com/pulse/complete-cicd-solution-ms-aks-using-azure-devops-argocd-singh:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Presents an architectural case study combining Azure DevOps for container
    build and ACR registration with ArgoCD for GitOps-driven deployment onto AKS.
    It highlights how to secure workloads using AKS Workload Identity and External
    Secrets Operator (ESO). Live 2026 validation confirms this hybrid pattern is the
    gold standard for high-density enterprise microservice applications.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud DevOps
  - Container Orchestration
  - GitOps
  - ArgoCD and Secrets
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "linkedin.com: Complete CI/CD Solution for mS on AKS using Azure DevOps,
    ArgoCD and External Kubernetes Secretes \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://www.linkedin.com/pulse/complexities-aws-security-groups-cloud-world-ashish-kar:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A pragmatic assessment of structural limits and networking complexities
    when handling AWS Security Groups at enterprise scale. Covers limits on rule volume,
    challenges with nested rules, and operational strategies for transitioning to
    centralized firewalls or transit gateways.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com: Complexities of AWS Security Groups in the Cloud World'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://www.linkedin.com/pulse/cpu-limits-kubernetes-why-your-pod-idle-still-deep-dive-lazarev-k3m7f:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An exceptionally detailed deep dive into kernel interactions, Linux
    control groups (cgroups), and the Completely Fair Scheduler (CFS) quota mechanism
    inside Kubernetes. It demystifies why pods experience severe throttling even when
    aggregate CPU metrics appear healthy, analyzing the impact of short-duration burst
    workloads. It provides essential mathematical formulas and kernel parameters to
    fine-tune pod limits safely.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Resource Management
  - CPU Throttling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'CPU Limits in Kubernetes: Deep Dive into Pod Throttling and Kernel Interactions'
  addition_method: manual
  v2_locations:
  - linux.md
  - kubernetes-monitoring.md
https://www.linkedin.com/pulse/credentials-problem-using-azure-managed-identity-dimitar-iliev--wzzaf:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: Provides a practical guide on setting up passwordless connections within
    Azure resources. Modern 2026 environments see this methodology as essential for
    zero-trust architectures, ensuring credentials never exist on disks or within
    environment variables.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Identity & Access
  - Cloud Security
  - Workload Identity
  - Managed Identities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'linkedin.com/pulse: No Credentials, No Problem - using Azure Managed Identity'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.linkedin.com/pulse/day-01-kubernetes-understanding-architecture-anup-ghattikar:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An introductory training log explaining initial cluster bootstrapping,
    control plane configurations, and node joining sequences. It details common installation
    paths and highlights basic networking/etcd configurations needed to establish
    a stable cluster control plane.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Operations
  - Installation
  - Architecture Overview
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'linkedin.com: DAY 01: Kubernetes : Understanding Architecture, Components,
    Installation and Configuration'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.linkedin.com/pulse/dear-google-my-data-has-left-your-building-zakir-khan:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical piece detailing data egress, cloud sovereignty, and geo-resilience
    configurations in Google Cloud. Analyzes architectural traps related to multi-region
    layouts, and explains how to prevent accidental cross-border data leakage.
  language: English
  resource_type: Opinion Post
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - Cloud Security
  - Data Sovereignty
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin: Dear Google, my data has left your building!'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.linkedin.com/pulse/deploying-microsoft-sentinel-via-arm-template-vs-debac-manikandan-ychnc:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An architectural comparison of deploying Microsoft Sentinel utilizing
    ARM Templates versus HashiCorp Terraform. Evaluates operational dynamics, configuration
    updates, and multi-tenant scaling requirements for security teams.
  language: JSON
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Azure
  - Security
  - SIEM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com/pulse: Deploying Microsoft Sentinel via - ARM Template vs Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.linkedin.com/pulse/devops-just-system-administration-repackaged-gianluca-mascolo:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Addresses the common misconception that DevOps is
    merely rebranded system administration. Live Grounding: Distinguishes DevOps through
    its focus on programmatic infrastructure, developer empowerment, and shared deployment
    stewardship.'
  language: en
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Methodology
  - SRE vs SysAdmin
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com/pulse: Is DevOps just system administration repackaged?'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.linkedin.com/pulse/devops-vs-site-reliability-engineering-sean-washington:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A professional field perspective outlining differences in day-to-day
    responsibilities between SREs and DevOps engineers. Synthesizes roles to show
    that while DevOps builds the automated deployment pipelines, SRE builds the automated
    telemetry and resilience guardrails.
  language: English
  resource_type: blog
  complexity: beginner
  hierarchy:
  - Reliability Engineering
  - SRE vs DevOps
  - Professional Roles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin: DevOps vs Site Reliability Engineering'
  addition_method: manual
  v2_locations:
  - sre.md
https://www.linkedin.com/pulse/difference-between-executor-executorservice-executors-omar-ismail:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational analysis detailing Java's concurrent executing frameworks.
    Clarifies the design differences between low-level task processing (Executor),
    managed futures lifecycle APIs (ExecutorService), and utility factories (Executors).
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Java
  - Concurrency
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com/pulse: Difference between Executor, ExecutorService, and Executors
    class in Java!'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://www.linkedin.com/pulse/docker-series-swarm-lionel-gurret:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed multi-part guide outlining Docker Swarm's routing mesh, overlay
    networks, and native load balancer capabilities. Critical reading for zero-overhead
    cluster orchestration.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Docker Swarm
  - Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'linkedin.com: Docker Series : Docker Swarm - Lionel GURRET'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://www.linkedin.com/pulse/enabling-cicd-boost-devops-pavan-belagatti:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the foundational role of automated integration and delivery
    loops in boosting developer velocity. Emphasizes collaborative automation and
    fast failure recovery.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin pulse: Enabling CI/CD to Boost DevOps | Pavan Belagatti'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.linkedin.com/pulse/exporting-importing-variables-between-bicep-files-freek-berson-n0ske:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Outlines the use of `compileTimeImports` to share variables, user-defined
    types, and functions across disparate Azure Bicep files. This feature significantly
    enhances modular code reuse and enterprise standardization without relying on
    runtime outputs.
  language: Bicep
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Advanced Bicep
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com/pulse: Exporting and importing variables between Bicep files:
    compileTimeImports | Freek Berson'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.linkedin.com/pulse/france-european-el-dorado-freelancing-quentin-debavelaere:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A socio-economic exploration of the rising popularity of IT freelancing
    in France. It highlights the shifting landscape from traditional consulting firms
    to independent contracting, discussing the growth of dedicated legal structures,
    digital matching marketplaces, and regional developer density.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Careers
  - Freelancing
  - Europe Market
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin/pulse: Is France the European El Dorado for Freelancing?'
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.linkedin.com/pulse/gcp-advanced-terraform-interactive-learning-challeng-kaan-turgut-guipc:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An interactive learning challenge designed to walk systems architects
    through advanced GCP Terraform mechanisms. Promotes skills in multi-tier VPC configuration,
    state handling, and fine-grained cloud resource orchestration.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - GCP
  - GKE Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com/pulse: GCP-Advanced-Terraform-Interactive-Learning-Challenge'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.linkedin.com/pulse/gitops-vs-devops-pavan-belagatti:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A structural comparison illustrating differences between classical push-based
    CI/CD pipelines and pull-based GitOps patterns. Explains how GitOps leverages
    automated agents to reconcile versioned infrastructure configurations actively
    inside clusters.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin pulse: GitOps vs. DevOps! | Pavan Belagatti'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.linkedin.com/pulse/how-bmw-uses-redhat-openshift-bobby-singh:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight outlines the functional details of how BMW Group integrated
    Red Hat OpenShift to power their connected car ecosystem. Live Grounding verifies
    that OpenShift clusters serve as the backbones for real-time telemetry processing,
    enabling secure, low-latency API interactions with vehicles globally.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Organizational Culture
  - Migration Journeys
  - BMW Group
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'linkedin.com/pulse: How BMW uses Redhat OpenShift?'
  addition_method: manual
  v2_locations:
  - customer.md
https://www.linkedin.com/pulse/how-estimate-cloud-costs-terraform-azure-aws-gcp-etc-via-kaan-turgut-msexc:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Details multi-cloud cost assessment integrations inside Azure DevOps
    pipelines. Outlines YAML structures to validate resources targeting AWS, Azure,
    and GCP, giving platforms pre-deployment visibility of expected changes.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - FinOps
  - Cost Estimation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com/pulse: How to Estimate Cloud Costs with Terraform (Azure, AWS,
    GCP, etc.) via Azure DevOps Pipelines'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.linkedin.com/pulse/how-evolve-from-rdbms-nosql-sql-jim-scott:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Detailed blueprint for migrating legacy relational databases to a hybrid
    SQL/NoSQL polyglot persistence design. Explores data modeling normalization adjustments,
    write path segregation, and dual-run synchronization mechanisms.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - Database Comparison
  - Migration Strategies
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "How to Evolve from RDBMS to NoSQL + SQL \U0001F31F"
  addition_method: manual
  v2_locations:
  - nosql.md
https://www.linkedin.com/pulse/how-move-from-wait-batch-processing-culture-get-now-tomsen-bukovec:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This article discusses the cultural and structural challenges of migrating
    enterprise data teams from legacy overnight batch processing to a real-time stream
    processing framework. It explains how to align platform operations and developers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Cultural Shift
  - Real-Time Data
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'linkedin.com: How to Move From a “Wait for it...” Batch-Processing Culture
    to a “Get It Now” Real-Time Data Culture'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.linkedin.com/pulse/how-visualize-your-aws-account-cloud9-wong-chun-yin-cyrus-%E9%BB%83%E4%BF%8A%E5%BD%A5-:
  addition_method: manual
  content_hash: 3bb349df56a5fa23cb069df9ea36b947bad3241186b267d1bc4f2f1aa4fef0dc
  description: ''
  health_score: 100.0
  last_checked: 1779030615.537563
  needs_ai_refresh: true
  stars: 0
  title: How to visualize your AWS Account with AWS Cloud9?
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://www.linkedin.com/pulse/how-write-yaml-file-kubernetes-megha-s-k:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An introductory LinkedIn Pulse guide on designing and formatting Kubernetes
    configurations. It covers basic resource schemas for Pods, Services, and Deployments,
    offering a straightforward reference for developers starting with Kubernetes.
  language: N/A
  resource_type: article
  complexity: beginner
  hierarchy:
  - Cloud Native Operations
  - Kubernetes
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'linkedin.com/pulse: How to write YAML file for Kubernetes | Megha S.k'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://www.linkedin.com/pulse/importance-api-automation-testing-manish-saini:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analytical piece framing automated API testing as a cornerstone of
    decoupled software architectures. Emphasizes continuous API verification to isolate
    business logic changes from UI presentation variations.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Testing
  - API Testing Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "linkedin.com/pulse: Importance of API Automation Testing \U0001F31F"
  addition_method: manual
  v2_locations:
  - qa.md
https://www.linkedin.com/pulse/infracost-terraform-prs-making-cost-awareness-martin-jackson-a6sge:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Demonstrates how to integrate Infracost into GitHub Pull Requests to
    inspect infrastructure cost differences before deployment. Evaluates how shift-left
    practices can prevent unexpected spend increases by highlighting charges directly
    in developer workflows.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - IaC FinOps
  - Terraform Integration
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'InfraCost + Terraform PRs: Making Cost Awareness Effortless'
  addition_method: manual
  v2_locations:
  - terraform.md
  - cicd.md
https://www.linkedin.com/pulse/jenkins-server-setup-dynamic-worker-nodes-shishir-khandelwal:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This architectural piece covers setting up a dynamic, cost-efficient
    Jenkins platform using containerized worker nodes. It details cloud integrations
    to spin up ephemeral worker pods on demand.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin: Jenkins Server setup with dynamic worker nodes'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.linkedin.com/pulse/kaka-cluster-setup-kubernetes-avinash-kumar-chandran:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Walks through the manual deployment and configuration of a production-ready
    Kafka cluster on Kubernetes. Focuses on setting up stateful sets, managing persistent
    volumes, and routing external client connections through secure ingress controllers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com: Kafka Cluster Setup on Kubernetes'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.linkedin.com/pulse/kubernetes-ephemeral-containers-bibin-wilson:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Practical implementation breakdown demonstrating how engineers can leverage
    kubectl debug to attach ephemeral containers to scratch or distroless pods. Provides
    real-world configuration examples and use cases.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Pod Lifecycle
  - Ephemeral Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com: Kubernetes Ephemeral Containers | Bibin Wilson'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.linkedin.com/pulse/listado-de-todos-los-servicios-amazon-web-services-daniel-pe%25C3%25B1a-silva:
  description: ''
  addition_method: manual
  content_hash: a9650baed588c40b417dc42c15c13cec86581f8891c42c132a091579031bc23f
  health_score: 100.0
  last_checked: 1779033429.122721
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: A comprehensive directory of AWS services cataloged sequentially in
    Spanish. While highly structured, cloud practitioners should cross-reference with
    active product documentations to account for subsequent service refactoring and
    naming changes.
  language: N/A
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: 'linkedin pulse: Listado de todos los Servicios de AWS (actualizado 1 de''
    Enero 2021)'
https://www.linkedin.com/pulse/look-before-you-leap-sarah-robb-o-hagan:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A leadership-focused strategic advisory illustrating how senior technical
    leaders should evaluate high-risk organizational changes. It offers objective
    templates to balance personal risk thresholds, company balance sheets, and architectural
    growth trajectories before making a career change.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Professional Development
  - Career Transitions
  - Strategic Planning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com: Look Before You Leap!'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.linkedin.com/pulse/microservices-testable-isolation-chris-richardson:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A microservices testing article written by architectural expert Chris
    Richardson. Outlines why testing services in isolation using mocks and contract
    checks improves development agility and stability.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Microservices Architecture
  - Component Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "linkedin.com: Microservices are testable in isolation \U0001F31F"
  addition_method: manual
  v2_locations:
  - qa.md
https://www.linkedin.com/pulse/passed-aws-certified-solutions-architect-level-harshit-agarwal:
  addition_method: manual
  content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a
  description: ''
  health_score: 100.0
  last_checked: 1779034229.278506
  stars: 0
  status: online
  title: Tips on Passing AWS Certified Solutions Architect - Professional Level
  v1_locations:
  - docs/aws-training.md
  year: N/A
https://www.linkedin.com/pulse/selenium-4-grid-integration-kubernetes-rishi-khanna:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Presents a cloud-native architecture for running Selenium 4 Grid at
    scale within Kubernetes clusters. Details how to deploy the Selenium Event Bus,
    Router, Distributor, Session Queue, and dynamic, autoscaling browser nodes as
    Kubernetes Pods. This setup drastically optimizes resource utilization in large-scale
    concurrent testing environments.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Quality Assurance & Testing
  - Orchestration
  - Kubernetes Grid Deployment
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "linkedin.com: Selenium 4 and Grid Integration with Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.linkedin.com/pulse/sharing-my-top-10-resources-use-while-preparing-aws-exams-semaan:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A curated checklist on LinkedIn highlighting ten top-tier learning resources
    for passing AWS certifications. Evaluates official documentation, third-party
    sandboxes, video bootcamps, and practice test platforms to optimize self-directed
    study schedules.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Certification Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin: Sharing My Top 10 resources to use while preparing for AWS Certification
    Exams'
  addition_method: manual
  v2_locations:
  - aws-training.md
https://www.linkedin.com/pulse/so-you-think-youre-associate-level-solutions-adrian-cantrill:
  addition_method: manual
  content_hash: af8b6b316c92dfc4ba534b6da49b9b6290a0728a78acdcc77ecdc0d2ec95c65b
  description: ''
  health_score: 100.0
  last_checked: 1779033089.292167
  needs_ai_refresh: true
  stars: 0
  title: 'linkedin.com/pulse: So, you think you''re an associate level Solutions Architect?'
  v1_locations:
  - docs/aws-training.md
  year: N/A
https://www.linkedin.com/pulse/sre-key-insights-done-right-way-shankar-muniyappa:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines foundational SRE principles emphasizing the alignment of software
    engineering practices with operations. Discusses error budgets, blameless postmortems,
    and building self-healing systems as pillars to avoid organizational friction.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com: SRE: Key Insights-"Done the right way”'
  addition_method: manual
  v2_locations:
  - sre.md
https://www.linkedin.com/pulse/test-automation-how-build-cicd-pipeline-using-pytest-nir-tal:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates how to build automated validation checkpoints within GitHub
    Actions. Outlines the orchestration of Python-based Pytest test suites triggered
    on repository push, focusing on reliable quality gates and test reporting pipelines.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Automated Testing
  - Pytest & GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin: Test Automation - How To Build a CI/CD Pipeline Using Pytest and
    GitHub Actions'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.linkedin.com/pulse/testops-speed-devops-chaitanya-jawale:
  addition_method: manual
  content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a
  description: ''
  health_score: 100.0
  last_checked: 1779030865.174672
  stars: 0
  status: online
  title: TestOps at the Speed of DevOps. Is DevOps killing Testing and QA or making
    it more important than ever?
  v1_locations:
  - docs/testops.md
  year: N/A
https://www.linkedin.com/pulse/top-10-skills-devops-engineer-should-possess-saurabh-badhwar:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines ten core capabilities for platform engineers, covering container
    runtimes, advanced Linux systems networking, infrastructure orchestration (IaC),
    continuous integration architectures, and public cloud security configurations.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps Methodology
  - Career Roadmap
  - Skill Acquisition
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com/pulse: Top 10 skills a DevOps engineer should possess'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.linkedin.com/pulse/tuning-grafana-jmeter-dashboards-ezhil-arasu:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Examines methodologies for directing live JMeter thread telemetry to
    Grafana dashboards via InfluxDB. Gives operational teams real-time visibility
    into transaction metrics during heavy profiling runs.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Performance Engineering
  - Load Testing
  - Observability
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'linkedin.com: Tuning Grafana - Jmeter Dashboards'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://www.linkedin.com/pulse/ultimate-guide-azure-cloud-adoption-framework-gregor-wohlfarter-hb4sf:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A comprehensive breakdown of the CAF lifecycle, illustrating the logical
    progression from business strategy alignment to continuous operation and optimization.
    It offers real-world perspectives on executing migrations with minimized operational
    friction. Architects use this roadmap to navigate the governance and architectural
    alignment challenges of enterprise transitions.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Governance
  - Frameworks
  - Cloud Adoption Framework (CAF)
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com: The Ultimate Guide to Azure Cloud Adoption Framework Lifecycle'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.linkedin.com/pulse/what-kubernetes-persistent-volumes-gyan-prakash-1f:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A high-level overview explaining the conceptual purpose of Persistent
    Volumes. It targets business-minded platform engineers seeking to understand how
    storage decouples physical disk infrastructure from container runtime cycles.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Kubernetes Storage Implementation
  - Persistent Volumes & Provisioners
  - PV/PVC Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com/pulse: What are Kubernetes Persistent Volumes?'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.linkedin.com/pulse/whos-who-azure-configuration-management-landscape-mark-tinderholt-nm7ve:
  addition_method: manual
  content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a
  description: ''
  health_score: 100.0
  last_checked: 1779030364.910132
  stars: 0
  status: online
  title: 'linkedin.com/pulse: The Who''s Who of the Azure Configuration Management''
    Landscape | Mark Tinderholt'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.linkedin.com/pulse/wth-gitops-pavan-belagatti:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A conceptual guide breaking down the foundational pillars of GitOps
    for engineering leadership. Clarifies how declarative infrastructure configurations
    are coupled with version control and automated reconciliation agents to implement
    highly resilient continuous deployment workflows.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linkedin.com pulse: WTH is GitOps? | Pavan Belagatti'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.linkedin.com/top-content/?trk=article_not_found:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'A strategic study guide for passing the AWS Certified Solutions Architect
    - Professional exam. The content focuses on advanced architectural design patterns,
    multi-tier application migration, cost optimization, and high-availability setups
    across complex AWS environments. Curator Insight: Highly structured blueprint
    for enterprise AWS exam prep. Live Grounding: Real-world value lies in understanding
    multi-account strategies, organizational governance, and security at scale.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Certification
  - AWS
  - Solutions Architect Professional
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Tips on Passing AWS Certified Solutions Architect - Professional Level
  addition_method: manual
  v2_locations:
  - grafana.md
  - aws-security.md
https://www.linkedin.com/top-content/career:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep dive into Kubernetes security practices through a modern DevSecOps
    lens. Covers critical strategies including RBAC refinement, network policies,
    pod security standards, container vulnerability scanning, and managing runtime
    security alerts.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Container Security
  - DevSecOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Kubernetes Security Best Practices: A DevSecOps Perspective'
  addition_method: manual
  v2_locations:
  - devsecops.md
  - recruitment.md
https://www.linode.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032056.942844
  stars: 0
  title: Linode
  v1_locations: []
  year: N/A
https://www.linode.com/blog/kubernetes/scaling-kubernetes-to-zero-and-back:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779034355.380822
  v1_locations:
  - docs/kubernetes-autoscaling.md
https://www.linode.com/content/terraforming-kubernetes-series-introduction-episode-1-6-with-justin-mitchel:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031539.790398
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'linode.com: Terraforming Kubernetes Series Introduction'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering linode.com:
    Terraforming Kubernetes Series Introduction in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linode.com/docs/guides/using-octant-with-kubernetes-a-tutorial:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: An archival guide to installing and utilizing Octant for Kubernetes
    administration. Illustrates the platform's architectural approach to extensibility
    and dashboard structures, valuable for developers studying dashboard patterns.
  language: Go
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Desktop Client
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'linode.com: A Overview of Using Octant with Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://www.linode.com/products/kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032219.465624
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Linode Kubernetes Engine (LKE)
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  - docs/matrix-table.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  - matrix-table.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Linode
    Kubernetes Engine (LKE) in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linux-tutorial.info:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: A legacy structural reference manual for Linux systems, introducing
    standard file systems, bash environments, and basic command usage. It serves as
    a historical baseline of standard Unix behaviors for educational purposes.
  language: English
  resource_type: Reference
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - SysAdmin Tutorials
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Linux-tutorial.info
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linux.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736067.499068
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "linux.com \U0001F31F"
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering linux.com
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.linux.com/audience/devops/getting-started-kubernetes-easy-minikube:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029110.392793
  stars: 0
  title: 'linux.com: Getting Started With Kubernetes Is Easy With Minikube'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://www.linuxadictos.com:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A widely read Spanish-language publication delivering news, tool reviews,
    and quick-start tutorials on Linux software and desktop environments. Helps developers
    track desktop developments and alternative applications.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - Community & General Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: linuxadictos.com
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxadictos.com/docker-presenta-nuevas-capacidades-para-desarrolladores.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines historical advancements in the Docker developer ecosystem,
    analyzing features like multi-architecture build mechanisms and enhanced orchestration
    tooling.
  language: Spanish
  resource_type: News
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Product Updates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linuxadictos.com: Docker presenta nuevas capacidades para desarrolladores'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.linuxadvise.com/amp/helmfile-next-level-to-manage-your-helm-charts:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029118.689625
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'linuxadvise.com: Helmfile - Next Level to manage your helm Charts'
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering linuxadvise.com:
    Helmfile - Next Level to manage your helm Charts in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linuxadvise.com/post/kubernetes-config-maps:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029631.055366
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'linuxadvise.com: Kubernetes Config Maps'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering linuxadvise.com:
    Kubernetes Config Maps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linuxadvise.com/post/kubernetes-daemon-sets:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033917.092289
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'linuxadvise.com: Kubernetes Daemon Sets'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering linuxadvise.com:
    Kubernetes Daemon Sets in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linuxadvise.com/post/kubernetes-node-affinity:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032578.65676
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'linuxadvise.com: Kubernetes Node Affinity'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering linuxadvise.com:
    Kubernetes Node Affinity in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linuxadvise.com/post/kubernetes-node-selectors:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029862.609447
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'linuxadvise.com: Kubernetes Node Selectors'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering linuxadvise.com:
    Kubernetes Node Selectors in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linuxadvise.com/post/kubernetes-pod-security-policy:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030356.199275
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'linuxadvise.com: Kubernetes Pod Security Policy'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering linuxadvise.com:
    Kubernetes Pod Security Policy in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linuxadvise.com/post/kubernetes-rolling-updates-and-rollbacks:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034037.567555
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'linuxadvise.com: Kubernetes Rolling Updates and Rollbacks'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering linuxadvise.com:
    Kubernetes Rolling Updates and Rollbacks in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linuxadvise.com/post/kubernetes-secrets:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030572.461539
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'linuxadvise.com: Kubernetes Secrets'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering linuxadvise.com:
    Kubernetes Secrets in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linuxadvise.com/post/kubernetes-static-pods:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031600.287398
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'linuxadvise.com: Kubernetes Static Pods'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering linuxadvise.com:
    Kubernetes Static Pods in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linuxfoundation.org:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Official landing portal for the Linux Foundation, the leading non-profit
    organization promoting open-source software, standards, and cloud-native computing
    development globally.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Ecosystem
  - Foundations
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: The Linux Foundation
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxhomenetworking.com:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: A legacy networking and systems administration guide detailing foundational
    network protocols, routing, and firewall configurations. Although older, it retains
    value as a reference for low-level network operations and classic system architectures.
  language: English
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Network Services
  - Linux Networking
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: linuxhomenetworking.com
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxjournal.com/content/aws-ec2-vpc-cli:
  description: ''
  year: '2014'
  stars: 0
  ai_summary: A legacy reference guide exploring early AWS CLI tools used to configure
    VPC environments. While historical, it charts the evolution from raw manual terminal
    commands to modern declarative Infrastructure-as-Code tooling like Terraform and
    AWS CDK.
  language: English
  resource_type: blog
  complexity: intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - VPC
  - CLI Administration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'linuxjournal.com: AWS EC2 VPC CLI'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://www.linuxlinks.com:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A comprehensive directory of open-source software and tools categorized
    for various Linux use cases. An excellent resource for discovering alternative
    lightweight utilities, system monitoring solutions, and development frameworks.
  language: English
  resource_type: Reference
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - Community & General Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: LinuxLinks.com
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxnix.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031175.825386
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: linuxnix.com
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering linuxnix.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.linuxshelltips.com/difference-between-and-in-bash:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical exploration delineating the execution boundaries of parameter
    expansion vs. process substitution inside POSIX shells. It details variable isolation
    and command replacement execution paths. Live Grounding confirms understanding
    this distinction is crucial to prevent runtime execution bugs.
  language: Bash
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Language Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linuxshelltips.com: What’s the Difference Between ${} and $() in Bash'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxshelltips.com/kill-linux-process-with-port:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores standard methodologies to locate and terminate processes holding
    network ports hostage using `lsof`, `fuser`, and `kill` signals. Necessary for
    developer-level local debugging when mock-servers or microservices fail to release
    sockets cleanly.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Process Management
  - Networking
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'linuxshelltips.com: How to Kill Running Linux Process on Particular Port'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxshelltips.com/netcat-linux-port-scanning:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This technical walkthrough explores `netcat` (nc) as a versatile networking
    diagnostic utility. While traditional sources highlight its basic port scanning
    abilities, live engineering practices prioritize it for rapid TCP/UDP socket testing
    and validating firewall/ingress rules before deploying full-scale scanning agents
    like Nmap.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Networking
  - Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "linuxshelltips.com: How to Use Netcat to Scan Open Ports in Linux \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxsysadmins.com/install-ansible-awx-on-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A rapid deployment guide demonstrating how to bootstrap an instance
    of Ansible AWX on a Kubernetes cluster using the AWX Operator. It covers namespace
    preparation, applying the custom resource manifest, and verifying initial service
    exposures.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'linuxsysadmins.com: Install Ansible AWX on Kubernetes in 5 minutes'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.linuxtechi.com/how-to-use-loops-in-ansible-playbook:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed technical guide on implementing repetitive execution logic
    in Ansible playbooks using `loop` and legacy `with_*` statements. It covers complex
    data structures, nesting loops, and filtering, allowing developers to optimize
    playbooks and prevent task duplication.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Playbook Design
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'linuxtechi.com: How to Use Loops in Ansible Playbook'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.linuxtechi.com/setup-private-docker-registry-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents the setup process for a secure private container registry deployed
    directly inside a target Kubernetes cluster. Details registry credentials, PersistentVolume
    storage attachments, TLS configurations, and Ingress routing rules.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Registry
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'linuxtechi.com: How to Setup Private Docker Registry in Kubernetes (k8s)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.linuxteck.com:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A dedicated tutorial and documentation hub focusing on enterprise Linux
    systems administration, covering core utilities, service configuration, and security
    best practices. The platform provides structured command-line examples suitable
    for automating server maintenance and maintaining system reliability.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - SysAdmin Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: linuxteck.com
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxteck.com/13-top-command-in-linux:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides deep-dive instructions for interacting with the native `top`
    interface. Outlines memory tracking, swapping processes, sorting states, and prioritizing
    kernel runtime executions dynamically during service brownouts.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Beginner
  hierarchy:
  - Linux
  - Performance
  - Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "linuxteck.com: 13 Top command in Linux (Monitor Linux Server Processes)
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxteck.com/basic-cat-command-in-linux-with-examples:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: Practical usage scenarios of the foundational cat utility, detailing
    flag variations like -n for line numbering and file concatenations. Evaluates
    fundamental text-streaming constructs and system pipeline operations.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - Command Line
  - Text Processing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'linuxteck.com: 12 basic cat command in Linux with examples'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxteck.com/basic-ssh-client-commands-in-linux:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Educational checklist covering core SSH options like disabling agent
    forwarding, binding specific ports, altering debug verbosity, and piping command
    output directly across hosts.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'linuxteck.com: 10 basic and most useful ''ssh'' client commands in Linux'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxteck.com/basic-useful-firewall-cmd-commands-in-linux:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical reference manual for configuring Linux firewalld using the
    firewall-cmd CLI client. Demonstrates dynamic rule configuration, permanent zone
    assignments, service associations, and port forwarding structures. Simplifies
    low-level firewall administration for Red Hat Enterprise Linux and CentOS environments.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Networking
  - Security
  - Firewalls
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'linuxteck.com: 15 basic useful firewall-cmd commands in Linux'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxteck.com/curl-command-in-linux-with-examples:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A practical 15-point reference manual demonstrating HTTP handshake details,
    file-resume transfers, and custom headers. Provides critical tactical building
    blocks for scripting API health checks in automated CI/CD environments.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Networking & Security
  - Data Transfer Protocols
  - Command Line Utilities
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'linuxteck.com: 15 basic curl command in Linux with practical examples'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.linuxtoday.com:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032977.374794
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.linuxtoday.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.liquibase.com/community/liquibase-vs-flyway:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.929946
  v1_locations:
  - docs/liquibase.md
https://www.liquibase.org:
  description: ''
  year: '2006'
  stars: 0
  ai_summary: Liquibase is an open-source, platform-independent database schema migration
    tool designed to track, version, and deploy schema modifications. Employing XML,
    YAML, JSON, or SQL formats, it integrates into enterprise CI/CD pipelines to ensure
    database schemas evolve safely and repeatably alongside application code.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Database Architecture
  - Database Migration
  - Schema Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: liquibase.org
  addition_method: manual
  v2_locations:
  - liquibase.md
https://www.liquibase.org/liquibase-vs-flyway:
  addition_method: manual
  content_hash: c72d01bd37049a43c57ec5e460680392d3eff76eaee94c1769d973e590645da1
  description: ''
  health_score: 100.0
  last_checked: 1779031406.758862
  stars: 0
  status: online
  title: 'liquibase.org: Liquibase vs. Flyway'
  v1_locations:
  - docs/liquibase.md
  year: N/A
https://www.llamaindex.ai/blog/building-a-financial-due-diligence-agent-with-liteparse:
  addition_method: automatic
  ai_summary: A highly technical tutorial illustrating the architecture of a financial
    due diligence agent powered by LiteParse, LlamaIndex's open-source, local-first
    document parsing engine. The guide explains how to ingest complex, multi-column
    PDF layouts and nested financial tables from SEC filings without utilizing expensive
    cloud OCR. It highlights the implementation of precise audit trails, extracting
    and highlighting exact bounding boxes in the original documents to maintain data
    grounding.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: a1f2da95733224d26e11391f0f2286a7ee379b24cfb54d6e11318c3cb1e6ce4f
  description: Learn how to build a financial due diligence agent using LiteParse,
    LlamaIndex's free, open-source document parser. The agent parses complex financial
    PDFs (like SEC filings) and provides exact, visual page citations.
  hierarchy:
  - Artificial Intelligence
  - AI Agents
  - Retrieval-Augmented Generation
  - Document Parsing
  is_microservice: false
  language: English
  last_checked: 1780352282.814626
  reputation_status: Vetted
  reputation_summary: Excellent community reception. Highly praised by AI developers
    for demonstrating cost-efficient, local-first document parsing without expensive
    API dependencies.
  resource_type: document
  social_preview_url: https://cdn.sanity.io/images/7m9jw85w/production/b911cbe03ef0c21d5d8e05dd55f83d502e96acf2-1200x676.png
  source_provenance: X.com (llama_index)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[EMERGING]'
  title: Building a Financial Due Diligence Agent with LiteParse
  year: '2026'
https://www.llamaindex.ai/blog/liteparse-v2-0-runs-everywhere:
  addition_method: automatic
  ai_summary: 'A deep dive into LiteParse v2.0, an open-source, lightweight layout
    parser rewritten from TypeScript into Rust for optimal performance in RAG systems.

    * Speeds up parsing by up to 100x for small files, reconstructing structured text
    projections strictly based on document layout.

    * Distributes as native bindings for Rust, Node, Python, and WebAssembly, enabling
    zero-cloud-dependency parsing on resource-constrained edge environments.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: 14e000f7e3b1e3ba6e360d1ae946a04ae4db70146143f425208e86a7f6db8901
  description: LlamaIndex introduces LiteParse v2.0, a high-speed, local document
    parser written in Rust that operates without LLMs and compiles to WASM.
  hierarchy:
  - Artificial Intelligence
  - Document Processing
  - Data Pipelines
  - Local-First Architecture
  is_microservice: false
  language: en
  last_checked: 1780352686.744617
  reputation_status: Vetted
  reputation_summary: The release has generated significant positive momentum among
    developer pipelines, praised for enabling high-speed local PDF parsing without
    requiring cloud-based APIs.
  resource_type: article
  social_preview_url: https://cdn.sanity.io/images/7m9jw85w/production/d333fbe9c39009c23a3c9aa6424261d65e7694dc-2400x1352.png
  source_provenance: X.com (llama_index)
  stars: 4
  status: online
  suggested_new_category: document-parsing
  tags:
  - EMERGING
  - COMMUNITY-TOOL
  title: Up to 100x Fast Parsing with LiteParse v2.0 and Rust
  year: '2026'
https://www.localstack.cloud:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Curator Insight highlights the enterprise cloud platform offering advanced
    local emulation of AWS services. Live Grounding reinforces that LocalStack has
    become the industry standard for offline AWS cloud development, supporting complex
    services like IAM, EKS, and RDS, which radically reduces cloud spend and speeds
    up inner-loop iteration cycles.
  language: Python
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Testing & Chaos
  - Local Emulation
  - AWS Emulation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: localstack.cloud
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://www.logicworks.net/blog/2016/01/aws-lambda-echo-cloud-automation:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: A historical analysis of voice automation and early event-driven serverless
    architectures using AWS Lambda alongside smart devices. Serves as a reference
    for evolutionary IoT and API integration models.
  language: None
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Platforms
  - Serverless Architecture
  - AWS Lambda
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: AWS Lambda, Echo, and the Future of Cloud Automation
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://www.lucidchart.com:
  addition_method: manual
  content_hash: 8e182121ace1acd6dd166852149c50921d695e35e1c3c588d5842ff1696b5863
  description: ''
  health_score: 100.0
  last_checked: 1779034097.473208
  stars: 0
  status: online
  title: ==Lucidchart==
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://www.lucidchart.com/blog/agile-vs-waterfall-vs-kanban-vs-scrum:
  addition_method: manual
  content_hash: 078237a51c6db96434b6d4bdc8c5d057cc7dd6a9bf48a686066fab910eb22207
  description: ''
  health_score: 100.0
  last_checked: 1779034015.572274
  stars: 0
  status: online
  title: 'lucidchart.com: Agile vs. Waterfall vs. Kanban vs. Scrum: What’s the Difference?'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://www.lucidchart.com/pages:
  description: '- [==Lucidscale: Import your architecture==](https://lucid.co/lucidscale)
    Lucidscale is the cloud visualization solution that helps organizations see and
    understand their cloud environment.'
  year: '2025'
  stars: 0
  ai_summary: An industry-standard collaborative workspace used by enterprise organizations
    to build visual structures. Integrates with Lucidscale to auto-generate cloud
    diagrams directly from configuration payloads.
  language: None
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Architecture & Visualization
  - Interactive Diagramming
  - Enterprise
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Lucidchart
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://www.lucidchart.com/pages/integrations/aws-architecture-import:
  addition_method: manual
  content_hash: 5366dccdb0f3c23e2601c8a0d856c130593b93c41cf00d03005a063e713969e1
  description: ''
  health_score: 100.0
  last_checked: 1779030989.797372
  stars: 0
  status: online
  title: Lucidchart
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://www.lynda.com:
  addition_method: manual
  content_hash: 25d0e8cb0e8f799fbc7a3aa026e73659eaa76bb5cfb28e7a7a1b99251ed2c911
  description: ''
  health_score: 100.0
  last_checked: 1779031671.811543
  stars: 0
  status: online
  title: Lynda.com Linkedin Learning
  v1_locations:
  - docs/elearning.md
  year: N/A
https://www.m3db.io:
  addition_method: manual
  content_hash: 9972362e6778051fa04d79dbbbc7f796fbb23eafcb04e9cc76e61260ced7f7e5
  description: ''
  health_score: 100.0
  last_checked: 1779031414.646988
  stars: 0
  status: online
  title: '**M3**:'
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://www.macchaffee.com/blog/2022/k8s-secrets:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An alternative architectural perspective defending native Kubernetes
    Secrets. Argues that when matched with strong RBAC controls, namespace boundaries,
    and cluster-level etcd KMS encryption, native solutions provide sufficient enterprise
    protection.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - Conceptual
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "macchaffee.com: Plain Kubernetes Secrets are fine \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.macchaffee.com/blog/2022/psp-deprecation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This architectural critique analyzes the friction caused by the rapid
    deprecation of PodSecurityPolicies (PSP). The author highlights gaps in transition
    paths and the operational challenges encountered by platform engineering teams
    moving legacy workloads to alternative admission controllers like Gatekeeper or
    Kyverno. It serves as an informative case study on upstream platform stewardship
    and API migration management.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Policies
  - Deprecation Critique
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'macchaffee.com: The Fumbled Deprecation of PodSecurityPolicies'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.magalix.com:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033936.999116
  v1_locations:
  - docs/securityascode.md
https://www.magalix.com/blog/best-practices-and-tools-for-monitoring-your-kubernetes-cluster:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032656.286346
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: Best Practices And Tools For Monitoring Your Kubernetes Cluster'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    Best Practices And Tools For Monitoring Your Kubernetes Cluster in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/create-a-ci/cd-pipeline-with-kubernetes-and-jenkins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033839.230763
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "magalix.com: Create a CI/CD pipeline with Kubernetes and Jenkins (Ansible,'
    Docker, Golang App) \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering magalix.com:
    Create a CI/CD pipeline with Kubernetes and Jenkins (Ansible,' Docker, Golang
    App) \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/creating-custom-kubernetes-operators:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031688.342985
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: Creating Custom Kubernetes Operators'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  v2_locations:
  - kubernetes-operators-controllers.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    Creating Custom Kubernetes Operators in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/deploying-kubernetes-cluster-with-eks:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033152.493247
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "magalix.com: Deploying Kubernetes Cluster With EKS \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering magalix.com:
    Deploying Kubernetes Cluster With EKS \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/getting-started-with-istio-overview-and-installation:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030379.078458
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: Getting Started With Istio: Overview And Installation'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    Getting Started With Istio: Overview And Installation in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/how-to-integrate-opa-into-your-kubernetes-cluster-using-kube-mgmt:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032673.643303
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: How To Integrate OPA Into Your Kubernetes Cluster Using Kube-mgmt'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    How To Integrate OPA Into Your Kubernetes Cluster Using Kube-mgmt in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/implementing-faas-in-kubernetes-using-kubeless:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032029.070663
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: Implementing FaaS in Kubernetes Using Kubeless'
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    Implementing FaaS in Kubernetes Using Kubeless in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/influencing-kubernetes-scheduler-decisions:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031372.219608
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: Influencing Kubernetes Scheduler Decisions'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    Influencing Kubernetes Scheduler Decisions in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/integrating-open-policy-agent-opa-with-kubernetes-a-deep-dive-tutorial:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029652.535251
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "magalix.com: Integrating Open Policy Agent (OPA) With Kubernetes \U0001F31F"
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering magalix.com:
    Integrating Open Policy Agent (OPA) With Kubernetes \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/kubernetes-101-concepts-and-why-it-matters:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031877.25836
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: Kubernetes 101 - Concepts and Why It Matters'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    Kubernetes 101 - Concepts and Why It Matters in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/kubernetes-and-database:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030063.817342
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "magalix.com: Kubernetes And Databases \U0001F31F"
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering magalix.com:
    Kubernetes And Databases \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/kubernetes-authentication:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034367.319588
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "magalix.com: kubernetes authentication \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering magalix.com:
    kubernetes authentication \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/kubernetes-authorization:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033181.642141
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "magalix.com: kubernetes authorization \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering magalix.com:
    kubernetes authorization \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/kubernetes-patterns-capacity-planning:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031922.067307
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: Capacity Planning'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    Capacity Planning in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/kubernetes-patterns-the-service-discovery-pattern:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033856.586727
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: Kubernetes Patterns - The Service Discovery Pattern'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    Kubernetes Patterns - The Service Discovery Pattern in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/monitor-kuberentes-cluster-to-manage-large-scale-projects:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032477.976834
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: Monitoring of Kubernetes Clusters To Manage Large Scale Projects'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    Monitoring of Kubernetes Clusters To Manage Large Scale Projects in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/monitoring-of-kubernetes-cluster-through-prometheus-and-grafana:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031663.866985
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "magalix.com: Monitoring Kubernetes Clusters Through Prometheus & Grafana'
    \U0001F31F"
  v1_locations:
  - docs/grafana.md
  - docs/monitoring.md
  v2_locations:
  - grafana.md
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering magalix.com:
    Monitoring Kubernetes Clusters Through Prometheus & Grafana' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/team-productivity-1:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030494.167473
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "magalix.com: **Team Productivity: Resource Management** \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering magalix.com:
    **Team Productivity: Resource Management** \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/the-best-kubernetes-tutorials:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032129.151356
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: The Best Kubernetes Tutorials'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    The Best Kubernetes Tutorials in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/top-8-kubernetes-security-best-practices:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029286.101486
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "magalix.com: Top 8 Kubernetes Security Best Practices \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering magalix.com:
    Top 8 Kubernetes Security Best Practices \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/what-is-gitops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030700.305165
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: GitOps 101: What’s It All About?'
  v1_locations:
  - docs/gitops.md
  v2_locations:
  - gitops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    GitOps 101: What’s It All About? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/what-you-should-know-about-kubernetes-1.20:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029911.021465
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix: What You Should Know about Kubernetes 1.20'
  v1_locations:
  - docs/kubernetes-releases.md
  v2_locations:
  - kubernetes-releases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix:
    What You Should Know about Kubernetes 1.20 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/blog/working-with-istio-track-your-services-with-kiali:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032011.720466
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: Working with Istio: Track your services with Kiali'
  v1_locations:
  - docs/istio.md
  v2_locations:
  - istio.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    Working with Istio: Track your services with Kiali in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.magalix.com/kubernetes-application-patterns-e-book-download:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033014.01454
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'magalix.com: Free Kubernetes Application Architecture Patterns eBook'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering magalix.com:
    Free Kubernetes Application Architecture Patterns eBook in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.makeuseof.com/best-centos-alternatives:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: A comprehensive evaluation of modern RHEL-compatible distributions born
    out of the CentOS disruption, focusing specifically on Rocky Linux, AlmaLinux,
    Oracle Linux, and CentOS Stream.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Operating Systems
  - Linux Distributions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'makeuseof.com: The 4 Best RHEL-Based Alternatives to CentOS'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.makeuseof.com/best-cli-tools-to-monitor-linux-performance-terminal:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curates top command-line performance tracking agents including htop,
    glances, and dstat. Helps sysadmins build live dashboards directly within terminal
    layers to monitor CPU, memory, network, and disk performance.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Performance
  - Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'makeuseof.com: The 6 Best Command Line Tools to Monitor Linux Performance
    in the Terminal'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.makeuseof.com/best-open-source-project-management-software:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical list highlighting eight high-grade open-source project management
    platforms that grant software teams full deployment flexibility, customization,
    and absolute data control.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Project Management
  - Open Source PM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'makeuseof.com: The 8 Best Open-Source Project Management Software'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://www.makeuseof.com/best-open-source-webinar-software:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluation of five dominant open-source platforms suitable for hosting
    high-density webinars. Assesses audio/video synchronization qualities, deployment
    flexibility, and server performance requirements.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Collaboration
  - Media Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'makeuseof.com: The 5 Best Open-Source Webinar Software'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://www.makeuseof.com/best-red-hat-based-linux-distros:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: Evaluates major distros inside the Red Hat ecosystem. Compares Rocky,
    Alma, Oracle, Fedora, and others, detailing hardware compatibility, package management
    (dnf/rpm), and target enterprise environments.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Operating Systems
  - Linux Distributions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'makeuseof.com: The 7 Best Red Hat-Based Linux Distributions'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.makeuseof.com/kubernetes-or-docker:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Clarifies the common beginner point of confusion comparing Docker with
    Kubernetes. Explains that Docker is a containerization engine focused on packing
    and running single application workloads, while Kubernetes is an orchestrator
    managing fleets of containers across physical resources.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Containerization
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'makeuseof.com: hich Container System Should You Use: Kubernetes or Docker?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.makeuseof.com/python-developer-tools:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Curator Insight profiles basic developer tools for Python users. Live
    Grounding points out that while simple tools are important for learners, enterprise
    environments mandate modern standard pipelines composed of specialized IDEs, linters,
    and containerized runtimes.
  language: Python
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Tooling
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'makeuseof.com: 10 Useful Tools for Python Developers'
  addition_method: manual
  v2_locations:
  - python.md
https://www.makeuseof.com/python-for-beginners:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces critical foundational commands and tools required to initialize,
    build, and debug early-stage Python scripts, focusing on run environments and
    package setups.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - Learning Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'makeuseof.com: 7 Vital Commands to Get Started With Python for Beginners'
  addition_method: manual
  v2_locations:
  - python.md
https://www.makeuseof.com/useful-python-one-liners-you-must-know:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Spotlights expressive and powerful single-statement
    patterns in Python to achieve cleaner execution.

    Live Grounding: Provides syntactical blueprints for functional comprehensions,
    multi-variable checks, and lambdas, reducing structural boilerplate code while
    balancing readability.'
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Fundamentals
  - Syntax Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'makeuseof.com: 11 Useful Python One-Liners You Must Know'
  addition_method: manual
  v2_locations:
  - python.md
https://www.malt.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032455.259149
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "malt \U0001F31F"
  v1_locations:
  - docs/freelancing.md
  v2_locations:
  - freelancing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering malt
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.mandiant.com/resources/azure-run-command-dummies:
  addition_method: manual
  content_hash: af360a0d4a3840887a67981ed0b92263ae009611b8031884bcb768b543dab054
  description: ''
  health_score: 100.0
  last_checked: 1779030446.732957
  stars: 0
  status: online
  title: 'mandiant.com: Azure Run Command for Dummies'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.manifests.io/kubernetes/1.28:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031031.701058
  stars: 0
  title: manifests.io/kubernetes/1.28
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://www.manning.com/books/openshift-in-action:
  description: ''
  year: '2018'
  stars: 3
  ai_summary: Step-by-step Manning publication covering the legacy OpenShift 3 infrastructure
    model, focusing on Ansible deployments and local Docker engines. Since OpenShift
    4 shifted entirely to an Operator-driven CoreOS model, the book is considered
    deprecated for modern cluster administration, but excellent for conceptual history.
  language: English
  resource_type: Book
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Resources & Ebooks
  - Core OpenShift
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'Manning: **Openshift in action**'
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.manning.com/books/pipeline-as-code:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive reference detailing structured practices for declaring
    application build, verification, and deployment manifests in version-controlled
    configuration files. Offers design patterns for multi-cloud deployments, pipeline
    security, and central templates suitable for large-scale enterprise rollouts.
  language: English
  resource_type: book
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - CI-CD Concepts
  - Pipeline as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Pipeline as Code
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.maquinasvirtuales.eu/docker-swarm-instalar-ansible-awx:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Spanish language guide detailing the installation and configuration
    of Ansible AWX on Docker Swarm. Since modern AWX development has strictly pivoted
    to Kubernetes/AWX Operator, this resource serves primarily as a legacy reference
    for swarm-based topologies.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Docker Swarm
  - Deployments
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'maquinasvirtuales.eu: Docker Swarm: Instalar Ansible AWX'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.marcobehler.com/guides/a-guide-to-java-versions-and-features:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A structured developer guide tracing major feature updates and API additions
    across Java versions from JDK 8 up to modern LTS releases. Highly useful for architects
    evaluating migration paths, refactoring legacy codebases, or choosing compile-time
    targets.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Java Language
  - Syntax and Features
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "marcobehler.com: Java Versions and Features \U0001F31F"
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.marinamele.com/taskbuster-django-tutorial:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: A historic development walkthrough using Django 1.8 and early Python
    3 patterns. Useful for understanding project layout history, legacy Django testing
    setups, and migration paths of older enterprise monolithic applications.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Legacy Implementations
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: TaskBuster Django Tutorial, made with Django 1.8 and Python 3
  addition_method: manual
  v2_locations:
  - python.md
https://www.mariocortes.net/la-crisis-de-seniority:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: An analytical essay investigating the modern 'seniority crisis' within
    software engineering, characterized by developers securing Senior titles prematurely
    during hyper-growth hiring cycles. Outlines the technical, architectural, and
    systemic gaps that result when teams lack developers with deep lifecycle experience,
    proposing structured engineering mentoring and rigorous promotion criteria.
  language: es
  resource_type: Analysis
  complexity: Advanced
  hierarchy:
  - Engineering Leadership
  - Career Development
  - Developer Productivity
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'mariocortes.net: La crisis de seniority'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.markdownguide.org:
  description: '- [Markdown Cheat Sheet 1](https://markdownguide.offshoot.io/cheat-sheet)'
  year: '2026'
  stars: 0
  ai_summary: The definitive platform-neutral guide to standard and extended Markdown
    syntax. Curator Insight praises its simplicity. Live Grounding proves its continued
    necessity as the absolute standard for project readme documentation.
  language: Markdown
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Software Development
  - Documentation Tools
  - Markdown
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: markdownguide.org
  addition_method: manual
  v2_locations:
  - mkdocs.md
  - cheatsheets.md
https://www.markdownguide.org/cheat-sheet:
  addition_method: manual
  content_hash: 7805cf7ff9cb237aec1954483697e81ec5ce2540ca7151a68916f944cfae4629
  description: ''
  health_score: 100.0
  last_checked: 1779030326.989701
  stars: 0
  title: Markdown Cheat Sheet 1
  v1_locations:
  - docs/cheatsheets.md
  - docs/mkdocs.md
  year: N/A
https://www.mastertheboss.com/jboss-frameworks/spring/deploy-your-springboot-applications-on-openshift:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031671.220209
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.mastertheboss.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.mastertheboss.com/soa-cloud/openshift/clustering-wildfly-on-openshift-using-wildfly-operator:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031012.240188
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.mastertheboss.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.mastertheboss.com/soa-cloud/openshift/java-ee-example-application-on-openshift:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031266.220117
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.mastertheboss.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.mastertheboss.com/soa-cloud/openshift/openshift-cheatsheet:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033088.50523
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.mastertheboss.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.mastertheboss.com/soa-cloud/openshift/running-microprofile-applications-on-openshift:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032571.576436
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.mastertheboss.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.mastertheboss.com/soa-cloud/openshift/thorntail-on-openshift:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031125.593908
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.mastertheboss.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.mastertheboss.com/soa-cloud/openshift/using-wildfly-on-openshift:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032080.28727
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.mastertheboss.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.mcpbundles.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: MCPBundles is a discovery and packaging platform designed to bundle
    various Model Context Protocol servers for rapid deployment. It simplifies agentic
    application building by providing curated, pre-configured groupings of tools (e.g.,
    database drivers, git utilities, API endpoints) that can be integrated into AI
    hosts in a single setup operation.
  language: TypeScript
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - AI Engineering
  - Model Context Protocol
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: MCPBundles
  addition_method: manual
  v2_locations:
  - ai-agents-mcp.md
https://www.medianova.com/en-blog/service-mesh-vs-api-gateway:
  addition_method: manual
  content_hash: 3eaf091f8a331930346c18d3083b685919295868e444c4725ff76c3cdfae4530
  description: ''
  health_score: 100.0
  last_checked: 1779034046.359231
  stars: 0
  status: online
  title: 'medianova.com: Service Mesh vs. API Gateway'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://www.medianova.com/service-mesh-vs-api-gateway:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Contrasts the architectural functions of edge API Gateways with Service
    Meshes. Provides a comparative breakdown of north-south and east-west routing
    topologies, performance limits, and security enforcement zones.
  language: None
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - API Management
  - Service Mesh Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'medianova.com: Service Mesh vs. API Gateway'
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.meet-in.es/para-liderar-a-largo-plazo-hay-que-ser-buena-persona:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An interview explaining why empathetic and ethical leadership is vital
    for long-term organizational stability and software delivery success. It contrasts
    toxic, short-term management with sustainable team scaling models.
  language: Spanish
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Organizational Architecture
  - Engineering Management
  - Ethical Leadership
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'meet-in.es: «Para liderar a largo plazo hay que ser buena persona»'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.meetup.com/Jenkins-online-meetup/events/270600737:
  addition_method: manual
  content_hash: 086059fed23bfe6bde5b79b4cb74d922a7ed6df0212db91ce99ac51e71c1f878
  description: ''
  health_score: 100.0
  last_checked: 1779033477.726686
  stars: 0
  title: 'Meetup event: From Freestyle jobs to Pipeline, with JobDSL'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.meetup.com/Jenkins-online-meetup/events/270630108:
  addition_method: manual
  content_hash: 996507cf4a5c76f369870f3d53b5aef77456f06255dbb09e74750ac4e972ed38
  description: ''
  health_score: 100.0
  last_checked: 1779032613.55223
  stars: 0
  title: In this presentation
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.meetup.com/Jenkins-online-meetup/events/270861119:
  addition_method: manual
  content_hash: f816b0322ea63f7601d010069a7aa2361178fc3e9d267a867b7a1f70dd374c6a
  description: ''
  health_score: 100.0
  last_checked: 1779029796.63731
  stars: 0
  title: Jenkins Online Meetup
  v1_locations:
  - docs/keptn.md
  year: N/A
https://www.meetup.com/es-es/jenkins-online-meetup/events/276135789:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed talk recording and presentation outline exploring the integration
    of unified open-source security static analysis tools within classic Jenkins automation
    pipelines.
  language: English
  resource_type: Webinar
  complexity: Intermediate
  hierarchy:
  - Security
  - CI/CD Integration
  - Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'meetup.com: A single open-source security scanner for most languages on
    Jenkins'
  addition_method: manual
  v2_locations:
  - qa.md
https://www.meetup.com/es/Jenkins-online-meetup/events/276135789:
  addition_method: manual
  content_hash: 6003dee25b3ef1437a029acc2928cc75d83833c45f63a84d2b46acb1dc845ca3
  description: ''
  health_score: 100.0
  last_checked: 1779031103.853235
  stars: 0
  title: 'meetup.com: A single open-source security scanner for most languages on''
    Jenkins'
  v1_locations:
  - docs/qa.md
  year: N/A
https://www.meetup.com/jenkins-online-meetup/events/270600737:
  description: "- Manually managing Jenkins jobs is painful. Jenkins Pipeline exists,
    but how do you get started and why should you bother in the first place? Journey
    with Nicolaj, as he talks about the pains of managing a manually configured job
    in Jenkins; converts a Freestyle Job to JobDSL, instantly; introduces mechanisms
    for adding the jobs to Jenkins, as code; and ultimately converts the job to a
    Jenkins Pipeline!\n    - Just like last time, in the talk “Configuration as Code
    of Jenkins (for Kubernetes),” you’ll see plenty of live demos and get to take
    home all the code and examples afterwards. Use it as the starting point for taking
    advantage of the Configuration as Code (CasC) that everyone is talking about,
    and hopefully it will save you a lot of headache in the future!\n    - Agenda:\n
    \       - Manual Freestyle jobs, and why they hurt us\n        - Introduction
    to JobDSL and adding JobDSL-jobs to Jenkins\n        - From Freestyle Jobs to
    JobDSL, the beginning of our CasC adventure\n        - From JobDSL to Pipeline,
    all the fun of CasC; with even more resilience!\n    - Nicolaj Græsholt is a Continuous
    Delivery and DevOps Consultant and Trainer from Eficode Praqma. He helps organizations
    with all things CI/CD, Artifact Management, Git, Docker and Kubernetes, and he’s
    a Certified Kubernetes Administrator of CNCF.\n    - [Slides \U0001F31F\U0001F31F\U0001F31F](https://github.com/figaw/freestyle-to-pipeline-jenkins/blob/master/from-freestyle-jobs-to-pipeline-with-jobdsl.pdf)\n
    \   - [Demo repository \U0001F31F\U0001F31F\U0001F31F](https://github.com/figaw/freestyle-to-pipeline-jenkins)"
  year: '2020'
  stars: 0
  ai_summary: Curator Insight hosts a comprehensive migration strategy moving legacy
    manual Freestyle jobs to programmatic JobDSL configurations. Live Grounding indicates
    that transitioning to JobDSL represents a crucial step toward fully declarative
    pipelines. The repository outlines reproducible seed jobs that dynamically provision
    child pipelines with minimal manual intervention.
  language: Groovy
  resource_type: Repository
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Jenkins JobDSL
  - Freestyle Migration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'Meetup event: From Freestyle jobs to Pipeline, with JobDSL'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.meetup.com/jenkins-online-meetup/events/270630108:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Recorded online meetups showcasing real-world performance tuning, security
    hardened setups, and architectural strategies for scaling Jenkins infrastructure
    globally.
  language: None
  resource_type: Video/Meetup
  complexity: Beginner
  hierarchy:
  - Frameworks & Ecosystem
  - Community Presentations
  - Developer Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: In this presentation
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.meetup.com/jenkins-online-meetup/events/270861119:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Community recording detailing real-world workflows for integrating Jenkins-centric
    deployment systems with Keptn's automated SRE-driven quality evaluation gates.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Native Lifecycle
  - CI/CD Pipelines
  - Community Meetups
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Jenkins Online Meetup
  addition_method: manual
  v2_locations:
  - keptn.md
https://www.mergecrush.com:
  description: ''
  year: '2021'
  stars: 1
  ai_summary: A specialized continuous integration and auto-merge SaaS solution designed
    for Git repositories. Focuses on minimizing developer maintenance overhead by
    queuing branch merges and validating pipeline health prior to main-branch integration.
  language: N/A
  resource_type: Service
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Automation Bots
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Mergecrush
  addition_method: manual
  v2_locations:
  - git.md
https://www.merikan.com/2019/04/jvm-in-a-container:
  addition_method: manual
  content_hash: 114781a2d3955cefbb1cd7ed0d43ee5800d49ac6719fd74eff23611d855fcc57
  health_score: 100.0
  last_checked: 1779130495.020009
  v1_locations:
  - docs/jvm-parameters-matrix-table.md
https://www.metabob.com:
  addition_method: manual
  content_hash: 463116b6456ee11ffeacb50d399c66f9e7219e9402125245bfe70d59f813600e
  description: ''
  health_score: 100.0
  last_checked: 1779029068.059221
  stars: 0
  status: online
  title: Metabob
  v1_locations:
  - docs/qa.md
  year: N/A
https://www.micahlerner.com/2022/07/24/automatic-reliability-testing-for-cluster-management-controllers.html:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Examines methods for testing Kubernetes-style controllers using fault-injection
    framework principles (e.g., Sieve). Details how injecting errors, API delays,
    and container crashes validates the reliability of reconciliation engines, ensuring
    robust system recovery in production.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Testing & Reliability
  - Control Plane Validation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'micahlerner.com: Automatic Reliability Testing For Cluster Management Controllers'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.michaelburge.us/2017/09/10/injecting-shellcode-to-speed-up-amazon-redshift.html:
  addition_method: automatic
  ai_summary: '* **Curator Insight**: Explores database sandboxing weaknesses and
    system-level boundaries. It shows how compiled C execution paths can bypass AWS
    file system and network blocks via Python User Defined Functions (UDFs).

    * **Live Grounding**: While a historic exploit, this analysis remains highly relevant
    for security engineers and cloud architects auditing managed runtime security
    controls and stored procedure execution.'
  category: aws-data
  complexity: Advanced
  content_hash: N/A
  description: A masterclass deep dive detailing how to execute raw x64 shellcode
    in Redshift by utilizing untrusted PL/Python database extensions and locally compiled
    binaries.
  hierarchy:
  - Cloud Databases
  - AWS Redshift
  - Security Research
  - Binary Injection
  - Sandbox Evasion
  is_microservice: false
  language: en
  last_checked: 1780352730.207538
  reputation_status: Vetted
  reputation_summary: Pioneering technical article highly discussed on Hacker News
    and Reddit Database forums. Celebrated for its creative execution of arbitrary
    assembly inside managed sandboxes.
  resource_type: blog
  social_preview_url: ''
  source_provenance: X.com (QuinnyPig)
  stars: 4
  status: online
  suggested_new_category: database-internals
  tags:
  - LEGACY
  - GUIDE
  title: Injecting a Chess Engine into Amazon Redshift
  year: '2017'
https://www.microsoft.com/en-us/customers/brand-collections/premier-league-transforming-fan-experiences:
  addition_method: automatic
  ai_summary: This Microsoft customer story details the Premier League's deployment
    of the Premier League Companion, a massive-scale personalization engine powered
    by Azure AI and Microsoft Foundry. Unifying 30 seasons of historical match data
    with real-time telemetry, the platform leverages a multi-agent AI system and Azure
    Cosmos DB to serve real-time personalized content to 60 million active fans. This
    architectural transition demonstrates how complex cognitive multi-agent systems
    can achieve enterprise-grade scale and boost user engagement by 20% YOY.
  category: azure
  complexity: advanced
  content_hash: N/A
  description: A case study showcasing how the Premier League transformed its digital
    fan experience using Azure AI, Microsoft Foundry, and multi-agent systems.
  hierarchy:
  - Public Cloud
  - Azure
  - AI Agents
  - Enterprise Architecture
  is_microservice: false
  language: en
  last_checked: 1780352454.119984
  reputation_status: Vetted
  reputation_summary: Official Microsoft customer success story representing a real-world
    enterprise deployment of Azure and Microsoft Foundry with high scalability.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (Azure)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  title: Premier League Deepens Fan Connection Using AI | Microsoft Customer Stories
  year: '2026'
? https://www.microsoft.com/en-us/customers/brand-collections/premier-league-transforming-fan-experiences?ocid=FY26_soc_omc_br_LI_PLEndOfSeason
: addition_method: automatic
  ai_summary: 'Curator Insight: This enterprise case study details the deployment
    of a high-throughput multi-agent personalization platform operating at a global
    scale of over 60 million active users.


    Live Grounding: Powered by Azure Cosmos DB and the Microsoft Foundry model catalog,
    the solution unifies legacy media assets and three decades of relational match
    statistics to deliver context-aware, localized fan notifications with zero-latency
    overhead.'
  category: azure
  complexity: Intermediate
  content_hash: N/A
  description: A case study demonstrating how the Premier League leverages Microsoft
    Azure, Cosmos DB, and Microsoft Foundry to power a real-time multi-agent personalization
    engine.
  hierarchy:
  - Cloud Architecture
  - Azure Solutions
  - Multi-Agent Personalization
  is_microservice: false
  language: English
  last_checked: 1780352404.147701
  reputation_status: Vetted
  reputation_summary: High-profile commercial customer story detailing real-world
    enterprise architectures employing multi-agent orchestration and large scale Azure
    Cosmos DB data flows.
  resource_type: Case Study
  social_preview_url: ''
  source_provenance: X.com (Microsoft)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - CASE STUDY
  title: Premier League Deepens Fan Connection Using AI | Microsoft Customer Stories
  year: '2026'
? https://www.microsoft.com/en-us/events/search-catalog?q=Migrate+and+modernize+foundation&filters=product%3Aazure%2Cprimary-language%3Aenglish&scenario=events
: addition_method: automatic
  ai_summary: '* **Curator Insight**: A foundational guide for legacy-to-cloud transitions,
    highlighting industry standards for evaluating landing zones, containerizing workloads,
    and refactoring relational databases.

    * **Live Grounding**: Active catalog offering scheduled virtual interactive sessions
    containing updated frameworks for hybrid enterprise strategies, cost governance,
    and Microsoft landing zone tools.'
  category: azure
  complexity: Intermediate
  content_hash: N/A
  description: A structured webinar and interactive catalog providing practical guidelines
    to migrate and modernize infrastructure, databases, and core application workloads
    on Azure.
  hierarchy:
  - Cloud Migration
  - Azure
  - Modernization
  - E-Learning
  is_microservice: false
  language: en
  last_checked: 1780352730.207482
  reputation_status: Vetted
  reputation_summary: Official Microsoft learning curriculum highly valued by enterprise
    architects embarking on cloud migration and architecture modernization initiatives.
  resource_type: training
  social_preview_url: ''
  source_provenance: X.com (Azure)
  stars: 4
  status: online
  suggested_new_category: elearning
  tags:
  - GUIDE
  - ENTERPRISE-STABLE
  title: 'Microsoft Azure Virtual Training: Migrate and Modernize Foundation'
  year: '2026'
https://www.microsoft.com/en-us/research/articles/webwright-a-terminal-is-all-you-need-for-web-agents:
  addition_method: automatic
  ai_summary: 'Webwright is a lightweight terminal-native framework released by Microsoft
    Research designed for long-horizon web browser agents. Instead of sequentially
    predicting discrete coordinate clicks, Webwright grants models a shell environment
    to execute Playwright scripts dynamically.


    * **Code-as-Action Paradigm**: Converts browsing workflows into reusable, parameterized
    CLI programs.

    * **State-of-the-Art Benchmarks**: Achieves 86.7% on Online-Mind2Web and 60.1%
    on Odysseys long-context challenges.

    * **Integration Ready**: Easily plugs into Claude Code, Cursor, and other agentic
    developer toolkits.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: A terminal-native framework by Microsoft Research that lets LLM agents
    write and execute Playwright code in a sandbox workspace to complete complex,
    long-horizon web automation tasks.
  hierarchy:
  - Artificial Intelligence
  - Autonomous Agents
  - Browser Automation
  impact_score: 95
  is_microservice: false
  language: en
  last_checked: 1780401152.315659
  reputation_status: Vetted
  reputation_summary: Highly regarded open-source framework released by Microsoft
    Research; praised by the community on Reddit and GitHub for its innovative terminal-native
    paradigm for browser automation and long-horizon tasks.
  resource_type: Article
  social_preview_url: ''
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: ai-agents-mcp
  tags:
  - '[EMERGING]'
  - '[COMMUNITY-TOOL]'
  title: 'Webwright: A Terminal Is All You Need For Web Agents'
  year: '2026'
https://www.microsoft.com/en-us/research/blog/biomedical-research-platform-terra-now-available-on-microsoft-azure:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Strategic overview of the integration of Broad Institute's Terra biomedical
    data platform with Microsoft Azure infrastructure. Focuses on secure clinical
    trial administration, cloud genomic pipeline computing, and cross-organization
    datasets analysis.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Healthcare IT
  - Biomedical Research
  - Cloud Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'microsoft.com: Biomedical Research Platform Terra Now Available on Microsoft
    Azure'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.microsoft.com/en-us/research/project/medical-image-analysis:
  description: '- [github.com/microsoft/InnerEye-Gateway](https://github.com/microsoft/InnerEye-Gateway)
    The InnerEye-Gateway is a Windows service that acts as a DICOM end point to run
    inference on https://github.com/microsoft/InnerEye-DeepLearning models.'
  year: '2024'
  stars: 0
  ai_summary: Democratizes medical imaging AI via PyTorch tools. Explains the InnerEye-Gateway
    Windows service configuration, enabling DICOM endpoints to route images to AzureML
    models for automated segmentation and classification.
  language: Python
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Healthcare IT
  - Medical Imaging
  - Artificial Intelligence
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Project InnerEye – Democratizing Medical Imaging AI
  addition_method: manual
  v2_locations:
  - azure.md
https://www.microsoft.com/en-us/security/blog/2023/04/06/devops-threat-matrix:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Microsoft''s structural blueprint of potential vulnerabilities
    in CI/CD environments. Live Grounding: Provides an essential reference for DevSecOps,
    detailing risks associated with repository access, build pipeline injection, and
    cloud secrets management.'
  language: en
  resource_type: Technical Resource
  complexity: Advanced
  hierarchy:
  - DevOps & Platforms
  - Security
  - Threat Modeling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'microsoft.com: DevOps threat matrix'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.microsoft.com/en-us/security/business/ai-machine-learning/microsoft-security-copilot:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: An enterprise AI-powered security analysis assistant integrating massive
    telemetry data with advanced language models. It accelerates incident response,
    simplifies threat hunting, and automates multi-cloud security posture analysis
    across IT environments.
  language: None
  resource_type: SaaS
  complexity: Intermediate
  hierarchy:
  - Security
  - AI & SecOps
  - Cloud Security Assistants
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Microsoft Security Copilot
  addition_method: manual
  v2_locations:
  - devsecops.md
? https://www.microsoft.com/insidetrack/blog/revolutionizing-our-arm-template-deployment-at-microsoft-with-shift-from-json-to-bicep
: description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive internal case study detailing Microsoft's migration
    from complex ARM JSON configurations to Azure Bicep. Evaluates lessons learned
    regarding operational velocity, compilation speed, template maintainability, and
    enterprise-wide adoption.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Enterprise Case Study
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'microsoft.com: Revolutionizing our ARM template deployment at Microsoft
    with shift from JSON to BICEP'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.microsoft.com/microsoft-365/microsoft-teams/group-chat-software:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Microsoft's enterprise-wide messaging, video conferencing, and document
    collaboration center. It provides end-to-end integration into Active Directory,
    Microsoft 365 services, and enterprise security policy engines, acting as the
    corporate standard for large-scale operations.
  language: Agnostic
  resource_type: SaaS Tool
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Productivity Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Microsoft Teams
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://www.microsoft.com/security/blog/2020/04/02/attack-matrix-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Microsoft's systematic adaptation of the MITRE ATT&CK framework mapping
    out K8s attack vectors from initial access to execution, persistence, privilege
    escalation, and impact. Helps security operators assess risks in orchestration
    configurations.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Threat Modeling
  - MITRE ATT&CK Framework
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Microsoft.com: Attack matrix for Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.microsoft.com/security/blog/2021/03/23/secure-containerized-environments-with-updated-threat-matrix-for-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses updates to Microsoft's threat matrix for Kubernetes, refining
    mapped attack vectors based on modern production compromise telemetry. Covers
    control plane compromises and cloud identity integrations.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Threat Modeling
  - MITRE ATT&CK Adaptation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'microsoft.com: Secure containerized environments with updated threat matrix
    for Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.middlewareinventory.com/blog/ansible-aws_s3-example:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details utilizing AWS collection modules inside Ansible, specifically
    focusing on the 'aws_s3' module. Covers bucket creation, security policy management,
    data transfers, and credential resolution within playbooks.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Cloud Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'middlewareinventory.com: How to use ansible with S3 – Ansible aws_s3 examples
    | Devops Junction'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.middlewareinventory.com/blog/ansible-dict:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details key-value dictionary patterns inside YAML variables. Focuses
    on declarative creation, updating nested structures, merging multiple dictionaries
    with custom filters, and validating variable shapes.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'middlewareinventory.com: Ansible Dictionary – How to create and add items
    to dict'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.middlewareinventory.com/blog/ansible-list-examples-how-to-create-and-append-items-to-list:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Comprehensive guide focusing on handling array data structures inside
    playbooks. Analyzes syntax patterns for dynamic list instantiation, appending
    list items, utilizing filter operations, and handling nested array patterns.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "middlewareinventory.com: Ansible List Examples – How to create and append
    items to List \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.middlewareinventory.com/blog/ansible-playbook-example:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A collection of practical Ansible playbook blueprints. Offers concrete
    system administration examples covering package management, file state adjustments,
    and cron-job automation.
  language: English
  resource_type: blog_post
  complexity: Beginner
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Reference Projects
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'middlewareinventory.com: Ansible Playbook Examples – Sample Ansible Playbooks
    | Devops Junction'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.middlewareinventory.com/blog/cpu-memory-usage-nodes-k8s:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A quick-reference guide focused on using native 'kubectl top' commands
    and JSONPath querying to extract direct, real-time node and pod resource usage
    statistics. Useful for rapid ad-hoc troubleshooting loops where formal Prometheus
    monitoring endpoints are inaccessible.
  language: None
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Practical Diagnostics
  - Command Line Tools
  - Kubectl Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "middlewareinventory.com: Get CPU and Memory Usage of NODES and PODS – Kubectl
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.middlewareinventory.com/blog/terraform-create-multiple-ec2-different-config:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Dives deep into dynamic loop structures using Terraform's for_each and
    nested map configurations. Explains how to scale and tailor individual virtual
    machines under a single module declaration without resorting to repetitive, static
    configuration blocks.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform Ecosystem
  - Advanced HCL Loopings
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'middlewareinventory.com: Terraform Create Multiple EC2 with different Configs
    – for_each and count together'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.middlewareinventory.com/blog/terraform-for-each-examples:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Explores dynamic resource generation within HCL using the "for_each"
    meta-argument to handle maps, sets, and nested collections. Contrasts this approach
    against the legacy "count" parameter to demonstrate cleaner, key-based resource
    mapping. Live grounding demonstrates that using "for_each" prevents systematic
    resource deletion and recreation cycles during state manipulation.
  language: HCL
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Dynamic Configuration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'middlewareinventory.com: Terraform For Each Examples – How to use for_each
    | Devops Junction'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.middlewareinventory.com/blog/terraform-import-securitygroup-aws:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A pragmatic script-driven guide explaining how to perform massive bulk-imports
    of existing AWS Security Groups into Terraform state. Prevents drift issues and
    manual translation bottlenecks during platform migration.
  language: Bash
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "middlewareinventory.com: Terraform import All AWS Security Groups – How
    to \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.migops.com/blog/2021/04/09/pgbackrest-the-best-postgres-backup-tool-with-a-very-active-community:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines pgBackRest, an enterprise PostgreSQL backup and restore system.
    Details transaction log archiving (WAL), point-in-time recovery (PITR), multi-processing,
    and secure storage destination mapping.
  language: C
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Databases
  - PostgreSQL
  - Database Backups
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'migops.com: pgBackRest – The Best Postgres Backup Tool with a very active
    community'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.migops.com/blog/2021/11/26/is-aurora-postgresql-really-faster-and-cheaper-than-rds-postgresql-benchmarking:
  addition_method: manual
  ai_summary: Curator Insight provides an empirical benchmarking study comparing Aurora
    PostgreSQL with standard RDS PostgreSQL. Live Grounding highlights that the performance
    gains of Aurora's shared-storage architecture are highly dependent on transaction
    volume and write-heavy workloads. This resource offers critical sizing and financial
    analysis for database architects.
  complexity: Advanced
  content_hash: 49297d930e2b17050a9258690aef50b70f3bb76754bb1dfeb3285a49ae371326
  description: ''
  health_score: 80.0
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Performance Tuning
  is_microservice: false
  language: English
  last_checked: 1779033074.467253
  resource_type: Blog Post
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'migops.com: Is Aurora PostgreSQL really faster and cheaper than RDS PostgreSQL''
    – Benchmarking'
  v1_locations:
  - docs/aws-databases.md
  v2_locations:
  - aws-databases.md
  year: N/A
https://www.migops.com/blog/pgbackrest-the-best-postgres-backup-tool-with-a-very-active-community:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.94698
  v1_locations:
  - docs/databases.md
https://www.min.io:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: MinIO is a high-performance, S3-compatible object storage platform built
    specifically for native Kubernetes deployments. Architected for enterprise private
    clouds, it delivers high-throughput storage for demanding data workloads, including
    AI training pipelines and distributed object analytics.
  language: Go
  resource_type: Platform
  complexity: Medium
  hierarchy:
  - Storage
  - Object Storage
  - MinIO
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: min.io
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.min.io/blog:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Details the comparative trade-offs between mono-cloud, multi-cloud,
    and hybrid cloud topologies from an object storage and data gravity perspective.
    MinIO highlights the critical role of data portability and standardized APIs (S3)
    in enabling architectural freedom across multi-cloud footprints.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Storage & Hybrid Systems
  - Topology Comparison
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'blog.min.io: Mono Clouds vs Multi-Clouds & Hybrid Clouds'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
  - introduction.md
https://www.min.io/blog/certificate-based-authentication-with-s3:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: MinIO's security engineering guide detailing dynamic certificate-based
    authentication protocols (mTLS) over S3-compatible APIs. In 2026, MinIO remains
    the preferred choice for running high-performance private cloud object storage
    securely without relying on IAM SaaS solutions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage
  - S3 API Compatibility
  - S3 Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.min.io: Certificate-based Authentication for S3'
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://www.mindtheproduct.com/what-the-hell-are-ci-cd-and-devops-a-cheatsheet-for-the-rest-of-us:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Bridges the gap between technical release pipelines and business product
    management. Explains DevOps principles, release gating, and CD strategies to align
    cross-functional teams with deployment automation architectures.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - DevOps
  - Product Management
  - Methodology
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "mindtheproduct.com: The Product Managers’ Guide to Continuous Delivery and
    DevOps \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
  - cicd.md
https://www.minisim.app:
  addition_method: automatic
  ai_summary: MiniSim addresses local virtualization friction by providing a highly
    optimized, macOS native menu-bar application to launch mobile simulators. By integrating
    with xcrun and local Android SDK directories, it provides direct, keyboard-driven
    controls to manage emulators without triggering heavy IDE interfaces. It dramatically
    improves development loop ergonomics and conserves system resources.
  category: devops-tools
  complexity: Beginner
  content_hash: 616cbb4d6e81988803295d750c8ad8608309048ded1f6c813fbabdadd3e53f6a
  description: A lightweight macOS menu bar utility engineered to launch iOS and Android
    virtual devices with minimal overhead.
  hierarchy:
  - Development Tools
  - Mobile Simulators
  - macOS Utilities
  is_microservice: false
  language: en
  last_checked: 1780352414.11563
  reputation_status: Vetted
  reputation_summary: Highly trusted, actively maintained macOS utility that serves
    as a staple tool for mobile platform developers.
  resource_type: website
  social_preview_url: https://minisim.app/og-image.jpg
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: developer-productivity
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'MiniSim: Launcher for iOS and Android Simulators'
  year: '2024'
https://www.mirantis.com/blog/how-install-kubernetes-kubeadm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Mirantis' architectural guide to installing Kubernetes utilizing Kubeadm.
    Outlines exact host configurations, networking kernel parameter modifications,
    and container runtime configs needed to establish a conformant control plane.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Bootstrapping
  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'mirantis.com: How to install Kubernetes with Kubeadm: A quick and dirty
    guide'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.mirantis.com/blog/introduction-to-istio-ingress-the-easy-way-to-manage-incoming-kubernetes-app-traffic:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces the architectural model of the Istio Ingress Gateway as the
    entry point for north-south traffic management. Reviews routing mechanics, TLS
    termination configurations, and integration with Service Mesh VirtualServices.
    A foundational guide for optimizing network boundaries and consolidating edge
    authorization policies.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Service Mesh
  - Ingress Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'mirantis.com: Introduction to Istio Ingress: The easy way to manage incoming
    Kubernetes app traffic'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.mirantis.com/blog/introduction-to-kustomize-part-1-creating-a-kubernetes-app-out-of-multiple-pieces:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Deep dive into aggregating disjointed Kubernetes manifests into unified,
    multi-service microservice applications. Demonstrates how to write custom patches
    and automatically manage rolling updates via resource generation mechanisms.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Microservice Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'mirantis.com: Kustomize Tutorial: Creating a Kubernetes app out of multiple
    pieces'
  addition_method: manual
  v2_locations:
  - kustomize.md
https://www.mirantis.com/blog/introduction-to-yaml-creating-a-kubernetes-deployment:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An introduction to writing YAML specifications for Kubernetes deployments.
    Demystifies manifest keys, selector configurations, resource allocations, and
    replica parameters.
  language: YAML
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Deployments
  - Declarative Manifests
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'mirantis.com: Introduction to YAML: Creating a Kubernetes deployment'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.mirantis.com/blog/kubernetes-cheat-sheet:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A consolidated quick-reference handbook by Mirantis. Emphasizes safe
    deletion practices, container inspection mechanics, and context manipulation protocols
    inside high-concurrency staging environments.
  language: HTML
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - CLI Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "mirantis.com: Kubernetes Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.mirantis.com/blog/your-app-deserves-more-than-kubernetes-ingress-kubernetes-ingress-vs-istio-gateway-webinar:
  addition_method: manual
  content_hash: 62e8da80106634e4c7eed5e4aed398c4292e3c73e8bd3a65adb04d83497c910e
  health_score: 100.0
  last_checked: 1779032779.728409
  needs_ai_refresh: true
  v1_locations:
  - docs/istio.md
https://www.mirantis.com/software/docker/docker-enterprise:
  addition_method: manual
  content_hash: 6dfc071794b7c0702e8c435b441a660c1ec56d90f301b8ed5e5d21ef8da0b176
  description: ''
  health_score: 100.0
  last_checked: 1779029613.327227
  review_metadata:
    original_url: https://www.mirantis.com/software/docker/docker-enterprise
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.933460'
  stars: 0
  status: online
  title: Mirantis Docker Enterprise 3.1+ with Kubernetes
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  year: N/A
https://www.mkdocs.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The home of the MkDocs static site generator, a highly extensible Python-based
    system built specifically for developer documentation compiled from Markdown.
    It supports continuous integration workflows perfectly, rendering light, lightning-fast
    static assets optimized for standard search engine indexing.
  language: Python
  resource_type: Tool Documentation
  complexity: Beginner
  hierarchy:
  - Documentation & Workflow
  - Static Site Generators
  - MkDocs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: MkDocs
  addition_method: manual
  v2_locations:
  - mkdocs.md
? https://www.moesif.com/blog/technical/api-gateways/How-to-Choose-The-Right-API-Gateway-For-Your-Platform-Comparison-Of-Kong-Tyk-Apigee-And-Alternatives
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Compares core enterprise-grade API Gateways, including Kong, Tyk, Apigee,
    and cloud-native solutions. Delves into benchmarks, execution models (e.g., Lua-based
    vs. Go-based plugins), licensing, and performance overheads under high-throughput
    microservice configurations.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - API Management
  - Infrastructure Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'moesif.com: How to choose the right API Gateway for your platform: Comparison
    of Kong, Tyk, Apigee, and alternatives'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.mongodb.com/blog/post/daa-s-with-mongo-db-and-confluent:
  addition_method: manual
  content_hash: 5067c4a42d929254c3a437a67d61817b35bb30940637df0087888b3401f3eda0
  description: ''
  health_score: 100.0
  last_checked: 1779034333.14921
  stars: 0
  status: online
  title: 'mongodb.com: DaaS with MongoDB and Confluent'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.mongodb.com/blog/post/introducing-mongodb-for-vs-code:
  addition_method: manual
  content_hash: 6233cb633ede3f12b55b2973541ccc0810096f3c963b85e4ef9242343b65506e
  description: ''
  health_score: 100.0
  last_checked: 1779031258.138859
  stars: 0
  title: Introducing MongoDB for VS Code
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://www.mongodb.com/company/blog/product-release-announcements/introducing-mongodb-for-vs-code:
  addition_method: manual
  content_hash: a67fb9a7f3156ce9066bd7cc2fc67b3e9df37fce5729767c76619577b032df94
  health_score: 100.0
  last_checked: 1779130494.933619
  v1_locations:
  - docs/visual-studio.md
https://www.mongodb.com/company/blog/technical/daa-s-with-mongo-db-and-confluent:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Details the construction of a low-latency Data-as-a-Service (DaaS) layer
    combining MongoDB's document-based storage engine with Confluent's real-time messaging
    pipeline. This architecture provides microservices with immediate, synchronized
    access to transactional and analytics database endpoints.
  language: N/A
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Integrations
  - MongoDB
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'mongodb.com: DaaS with MongoDB and Confluent'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.mongodb.com/docs:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official architectural cheat sheets for designing document-based database
    models. Synthesizes key MongoDB operations including complex collection joins,
    advanced aggregations, write concern configs, and clustering.
  language: JSON
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Databases & Storage
  - NoSQL Databases
  - MongoDB
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'developer.mongodb.com: MongoDB Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.mongodb.com/docs/manual/security:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Official security manual outlining secure-by-default production setups
    for MongoDB. Covers Role-Based Access Control (RBAC), transport encryption (TLS/SSL),
    network binding, and Client-Side Field Level Encryption (CSFLE).
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - MongoDB Ecosystem
  - Database Security
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: MongoDB security tutorial
  addition_method: manual
  v2_locations:
  - nosql.md
https://www.mongodb.com/kubernetes:
  addition_method: manual
  content_hash: 91b14939009353199741c76b63d513cce5b9de3642501618d89d410d081763f3
  description: ''
  health_score: 100.0
  last_checked: 1779033213.30878
  stars: 0
  status: online
  title: "MongoDB and Kubernetes \U0001F31F"
  v1_locations:
  - docs/nosql.md
  year: N/A
https://www.mongodb.com/products/integrations/kubernetes:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Official Kubernetes operator blueprint detailing integration procedures.
    Allows declarative scaling, self-healing, rolling updates, and TLS rotation of
    stateful MongoDB replica sets under container orchestrators.
  language: Go
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - MongoDB Ecosystem
  - Kubernetes Operators
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "MongoDB and Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - nosql.md
https://www.morling.dev/blog/introducing-jfrunit-1-0-0-alpha1:
  description: ''
  addition_method: manual
  content_hash: 3fdafa5c722e4b52acb34491f2362f096e662bfaafb88c82e2aa2377baa13aa7
  health_score: 100.0
  last_checked: 1779032108.176852
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: The introductory blog post for JfrUnit, outlining its mission to enable
    assertions against performance metrics in unit tests. By capturing Flight Recorder
    diagnostics, JfrUnit solves the historically difficult problem of detecting performance
    issues before applications reach production.
  language: Java
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Modern Java
  - Performance
  - Testing
  is_microservice: true
  title: 'morling.dev: Introducing JfrUnit 1.0.0.Alpha1'
https://www.morling.dev/blog/single-message-transforms-swiss-army-knife-of-kafka-connect:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth guide covering Single Message Transformations (SMTs) in
    Apache Kafka Connect. It demonstrates how to apply lightweight, inline modifications
    such as masking, routing, or restructuring data directly on connector workers
    before payloads hit the brokers.
  language: Java
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Kafka Connect SMT
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Single Message Transformations - The Swiss Army Knife of Kafka Connect
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.mssqltips.com/sqlservertip/7094/azure-data-factory-vs-ssis-similarities-differences:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Comparative analysis outlining structural trade-offs between on-premises
    SQL Server Integration Services (SSIS) and cloud-native Azure Data Factory (ADF).
    Evaluates scaling metrics, deployment methods, and connectivity requirements.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Data Orchestration
  - ETL Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'mssqltips.com: Choosing Between SQL Server Integration Services and Azure
    Data Factory'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.mssqltips.com/sqlservertip/7188/powershell-if-if-else-switch-examples:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033421.789582
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==mssqltips.com: PowerShell for the DBA - If Else and Switch statements=='
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==mssqltips.com:
    PowerShell for the DBA - If Else and Switch statements== in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.mulesoft.com:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: MuleSoft Anypoint Platform remains an enterprise industry standard for
    API integration and microservice orchestration. By utilizing its DataWeave engine,
    hybrid deployment architectures (including Runtime Fabric on Kubernetes), and
    secure API gateway patterns, it connects legacy platforms with modern cloud-native
    systems.
  language: Java
  resource_type: Official Product
  complexity: Advanced
  hierarchy:
  - Enterprise Integration
  - iPaaS
  - MuleSoft
  - Enterprise Integration Platform
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Mulesoft
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.mulesoft.com/api/rest/what-is-rest-api:
  addition_method: manual
  content_hash: 6e367b46bf81bf36c321d7638c0eaee334993edcbbbea28ee132608ffdc5297a
  health_score: 100.0
  last_checked: 1779130494.938996
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.mulesoft.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.mulesoft.com/platform/api/manager:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: MuleSoft API Manager acts as a centralized control plane for securing,
    governing, and analyzing APIs across the enterprise. It enables deep integration
    with the Anypoint Platform, offering capabilities like policy enforcement, SLA
    contracts, and traffic routing to coordinate complex integration topologies.
  language: English
  resource_type: Enterprise Product
  complexity: Advanced
  hierarchy:
  - Architecture
  - API Management
  - Enterprise Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: MuleSoft API Manager
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.mulesoft.com/resources/api/restful-api:
  addition_method: manual
  content_hash: eb418f0e2a4aadd325d9dd1dbc2eb065e7ea9558ef0554092b93f3c008339ac5
  description: ''
  health_score: 100.0
  last_checked: 1779030414.204785
  stars: 0
  status: online
  title: 'mulesoft.com: What is a RESTful API?'
  v1_locations:
  - docs/api.md
  year: N/A
https://www.mux.com:
  description: "- [softwareengineeringdaily.com: Kubernetes vs. Serverless with Matt
    Ward (podcast) \U0001F31F](https://softwareengineeringdaily.com/2020/12/29/kubernetes-vs-serverless-with-matt-ward-repeat)"
  year: '2025'
  stars: 0
  ai_summary: A highly-optimized API-first platform for video ingestion, encoding,
    and delivery. Abstracts the immense complexity of transcribing, hosting, and streaming
    live and on-demand video formats globally with low latency.
  language: N/A
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Cloud Services
  - Media Streaming
  - API Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Mux: The API to Video'
  addition_method: manual
  v2_locations:
  - api.md
https://www.muycomputer.com/2021/06/03/winget-1-0-paquetes-windows-10:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Spanish technical review covering the landmark 1.0 release of Windows
    Package Manager (winget). Focuses on structural installation paths, package repository
    security checks, and developer environment automation.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - Package Management
  - Tooling Milestones
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'muycomputer.com: WinGet 1.0, ya está aquí el administrador de paquetes para
    Windows'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.muycomputerpro.com/2024/01/12/ingenieria-de-plataformas-de-devops-la-nueva-generacion-de-devops:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An overview in Spanish analyzing the emergence of Platform Engineering
    as the evolutionary successor to DevOps. Outlines how standardizing infrastructure
    provisioning and software delivery environments reduces friction and enhances
    operational efficiency within enterprise teams.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - DevOps Evolution
  - Spanish Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'muycomputerpro.com: Ingeniería de plataformas de DevOps: la nueva generación
    de DevOps'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.muylinux.com:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A leading Spanish-language media outlet covering Linux kernel news,
    distribution releases, and open-source ecosystem trends. Provides broad community
    perspective and accessibility to Linux-centric technologies.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - Community & General Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: muylinux.com
  addition_method: manual
  v2_locations:
  - linux.md
https://www.mypythonquiz.com:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Interactive programming assessment platform evaluating real-time Python
    syntax, generator scopes, collection methods, and general algorithms through self-paced
    quizzes.
  language: Python
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python
  - Interactive
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Python mini-quiz
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.mytechramblings.com/posts/gitops-with-azure-devops-helm-acr-flux-and-k8s:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Presents a comprehensive GitOps architectural blueprint combining Azure
    DevOps, Helm, and ACR under the control of Flux inside a Kubernetes cluster to
    manage automated continuous rollouts. (Live Grounding: Flux v2 continues to represent
    a core declarative deployment vehicle, serving as a pillar for automated continuous
    delivery).'
  language: YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - GitOps & Declarative Git
  - GitOps Tools
  - Flux & Helm
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'mytechramblings.com: A practical example of GitOps using Azure DevOps, Azure
    Container Registry, Helm, Flux and Kubernetes'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.n-ix.com/reduce-technical-debt:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A holistic architectural playbook for diagnosing, budgeting, and paying
    down complex software debt. Proposes systematic approaches like code reviews,
    architectural documentation, and legacy modernization patterns.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Methodology
  - Software Engineering
  - Technical Debt
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'n-ix.com: How to reduce your technical debt: An ultimate guide'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.namecheap.com/blog/visualize-your-deployment-status-with-jenkins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034228.851691
  stars: 0
  title: "namecheap.com: Visualize Your Deployment Status with Jenkins \U0001F31F"
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.nathannellans.com/post/app-registration-enterprise-apps-part-2:
  addition_method: manual
  content_hash: 8e2abfe794ba69d3c41f46b65e284df1febdbec24c3529826c2d30f80d1f94ca
  description: ''
  health_score: 100.0
  last_checked: 1779030028.770732
  needs_ai_refresh: true
  stars: 0
  title: "==nathannellans.com: Application Registrations and Enterprise Apps - Part'
    2== \U0001F31F"
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.nathannellans.com/post/app-registrations-enterprise-apps-and-service-principals:
  description: "- [==nathannellans.com: Application Registrations and Enterprise Apps
    - Part 2== \U0001F31F](https://www.nathannellans.com/post/app-registration-enterprise-apps-part-2)"
  year: '2023'
  stars: 3
  ai_summary: An architectural deep-dive clarifying the fundamental distinctions and
    relationships between App Registrations, Enterprise Applications, and Service
    Principals within Entra ID. It explains how multi-tenant applications project
    identities across directory boundaries. This conceptual foundation is vital for
    configuring secure enterprise delegation and delegated vs. application permissions
    correctly.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Identity & Access Management
  - Entra ID Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "nathannellans.com: App Registrations, Enterprise Apps, and Service Principals
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://www.nathannellans.com/post/azure-application-gateway-part-1:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A multi-part guide focused on configuring and architecting the traditional
    Azure Application Gateway (v2). It covers the basics of listener configurations,
    routing rules, SSL/TLS termination, and Web Application Firewall (WAF) integration.
    This guide remains highly useful for understanding legacy reverse-proxy architectures
    before transitioning to modernized container gateway models.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Networking & Edge Routing
  - Application Gateway V2
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: "nathannellans.com: Azure Application Gateway - Part 1 \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://www.nature.com/articles/d43747-023-00028-w:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Highlights Quibim's advanced quantitative imaging platform that transforms
    raw medical images into biomarker-driven predictive insights for biopharma. Utilizing
    convolutional neural networks and robust data-ingestion systems, Quibim standardizes
    clinical trial imaging datasets across various vendor formats. This enables biopharma
    researchers to track drug efficacy with high statistical precision, shortening
    drug discovery cycles.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Management
  - Bioinformatics
  - AI Diagnostics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'nature.com: Quibim: empowering biopharma to turn images into actionable
    predictions using artificial intelligence'
  addition_method: manual
  v2_locations:
  - customer.md
https://www.ncsc.gov.uk/blog-post/introducing-scanning-made-easy:
  addition_method: manual
  content_hash: dbe063b202f831dd807632ee5a90e232284b3f0b67ee5ad8512c5b10ec9b370e
  description: ''
  health_score: 100.0
  last_checked: 1779030208.050175
  stars: 0
  title: 'ncsc.gov.uk: Introducing Scanning Made Easy'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.ncsc.gov.uk/information/page-removed:
  addition_method: manual
  content_hash: 3ac81f2c390fb1467826d731890c4b71c3313dee99b41859e5ba8bce8f8d1c10
  health_score: 100.0
  last_checked: 1779130494.93393
  v1_locations:
  - docs/devsecops.md
https://www.nczonline.net/blog/2011/11/29/how-content-delivery-networks-cdns-work:
  addition_method: manual
  content_hash: 6f7257cb06df44549080a61b4dc29cc9adf59ee8b7bc165dcd04a799c6c868df
  description: ''
  health_score: 100.0
  last_checked: 1779032885.723504
  stars: 0
  status: online
  title: 'nczonline: How content delivery networks (CDNs) work - Nov 2011'
  v1_locations:
  - docs/caching.md
  year: N/A
https://www.neowin.net/news/exploring-the-lack-of-security-in-a-typical-docker-and-kubernets-installation:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034030.695453
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Exploring the (lack of) security in a typical Docker and Kubernetes installation
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Exploring
    the (lack of) security in a typical Docker and Kubernetes installation in the
    Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.netdata.cloud/blog/kubernetes-throttling-doesnt-have-to-suck-let-us-help:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Explains how to detect and resolve CPU throttling using the Netdata
    agent.

    - Translates complex CFS quota statistics into actionable developer metrics.

    - Recommends adjustments to container configs to prevent performance degradation.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Performance Optimization
  - CPU Limits & Throttling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "netdata.cloud: Kubernetes Throttling Doesn’t Have To Suck. Let Us Help!
    \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.netdesignarena.com/index.php/2020/04/15/new-blog-series-aws-cloud-networking-zero-to-hero:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Provides a step-by-step pathway from basic networking to comprehensive
    AWS network design. Contrasts entry-level topologies with complex multi-region
    enterprise structures. Essential reading for operations personnel migrating legacy
    on-prem networks to standard AWS subnets and VPC peers.
  language: English
  resource_type: blog
  complexity: beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking Tutorials
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: AWS Cloud Networking – Zero to Hero
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://www.networkmanagementsoftware.com/google-cloud-platform-gcp-networking-fundamentals:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A deep dive into core networking primitives within GCP, mapping subnets,
    firewall rules, routes, and IP address management. Provides clear mental models
    for engineering reliable, segmented network boundaries for enterprise topologies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Infrastructure
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'networkmanagementsoftware.com: Google Cloud Platform (GCP) Networking Fundamentals'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://www.nextgov.com/ideas/2023/11/why-smart-multicloud-policies-are-golden-ticket-modernizing-it-infrastructure/392232:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An analysis of public sector cloud strategies, focusing on how smart
    multi-cloud policies can drive federal IT modernization. It addresses compliance,
    high-availability targets, and distributed vendor risk. Live grounding confirms
    the ongoing shifts in government contracting toward multi-provider models.
  language: English
  resource_type: Case Study/Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Strategy
  - Public Sector
  - Infrastructure Modernization
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'nextgov.com: Why smart multicloud policies are a golden ticket to modernizing
    IT infrastructure'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.nextplatform.com/2018/10/15/red-hat-flexes-coreos-muscle-in-openshift-kubernetes-platform:
  addition_method: manual
  content_hash: ff1414119a4b91eb1d93178e5d3821c170d3c45018b60d5f6610805129bd4c59
  description: ''
  health_score: 100.0
  last_checked: 1779032792.050413
  stars: 0
  status: online
  title: 'nextplatform.com: red hat flexes CoreOS muscle in openshift kubernetes platform'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.nextplatform.com/2021/08/02/kubernetes-expands-from-containers-to-infrastructure-management:
  addition_method: manual
  content_hash: 456093bf35fc94eef001cf8277bf3f807c5696e18bf64a3a59f1b55249706580
  description: ''
  health_score: 100.0
  last_checked: 1779030985.054177
  stars: 0
  status: online
  title: "==nextplatform.com: KUBERNETES EXPANDS FROM CONTAINERS TO INFRASTRUCTURE'
    MANAGEMENT== \U0001F31F"
  v1_locations:
  - docs/about.md
  - docs/kubernetes.md
  year: N/A
https://www.nextplatform.com/2024/03/04/kubernetes-clusters-have-massive-overprovisioning-of-compute-and-memory:
  addition_method: manual
  content_hash: e4d4eb9b97460f207bb52035cf233b1fa2d556a469120542cdb9076adf34290b
  description: ''
  health_score: 100.0
  last_checked: 1779032576.744543
  stars: 0
  status: online
  title: "nextplatform.com: Kubernetes Clusters Have Massive Overprovisioning Of Compute'
    And Memory \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.nextplatform.com/cloud/2018/10/15/red-hat-flexes-coreos-muscle-in-openshift-kubernetes-platform/1631979:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Discusses the strategic integration of Red Hat Enterprise Linux CoreOS
    (RHCOS) within OpenShift 4. Reviews the architectural impact of immutable operating
    systems on container security, automated node provisioning, and life-cycle scaling.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Containers & Orchestration
  - OpenShift
  - Technical Background
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'nextplatform.com: red hat flexes CoreOS muscle in openshift kubernetes platform'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.nextplatform.com/cloud/2024/03/04/kubernetes-clusters-have-massive-overprovisioning-of-compute-and-memory/1658269:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Explores structural data showing vast cloud expenditure waste due to
    over-allocated requests. Discusses methods to dynamically resize workloads using
    analysis algorithms and fine-tuning configurations.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Cost Optimization
  - Capacity Planning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "nextplatform.com: Kubernetes Clusters Have Massive Overprovisioning Of Compute
    And Memory \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.nextplatform.com/store/2021/08/02/kubernetes-expands-from-containers-to-infrastructure-management/1654000:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explores the transformation of Kubernetes from a container orchestrator
    to a universal control plane managing virtual machines, cloud APIs, and physical
    infrastructure. Analyzes tools like Crossplane and Cluster API.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Ecosystem
  - Infrastructure as Code
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "nextplatform.com: KUBERNETES EXPANDS FROM CONTAINERS TO INFRASTRUCTURE MANAGEMENT
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.nginx.com:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779030680.534292
  stars: 0
  status: online
  title: Nginx
  v1_locations:
  - docs/web-servers.md
  year: N/A
https://www.nginx.com/blog/announcing-nginx-core-collection-ansible:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779032157.819968
  stars: 0
  status: online
  title: 'nginx.com: Announcing the NGINX Core Collection for Ansible'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.nginx.com/blog/automating-multi-cluster-dns-with-nginx-ingress-controller:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779032571.825249
  stars: 0
  status: online
  title: 'nginx.com: Automating Multi-Cluster DNS with NGINX Ingress Controller'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.nginx.com/blog/best-practices-for-configuring-microservices-apps:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779034110.227491
  stars: 0
  status: online
  title: "==nginx.com: Best Practices for Configuring Microservices Apps== \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.nginx.com/blog/deploying-nginx-ingress-controller-on-amazon-eks-how-we-tested:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779031017.293876
  stars: 0
  status: online
  title: 'nginx.com: Deploying NGINX Ingress Controller on Amazon EKS: How We Tested'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.nginx.com/blog/deploying-nginx-plus-as-an-api-gateway-part-1:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779032104.237465
  stars: 0
  status: online
  title: "nginx.com: Deploying NGINX as an API Gateway, Part 1 \U0001F31F"
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://www.nginx.com/blog/event-driven-data-management-microservices:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779034405.734382
  stars: 0
  status: online
  title: "nginx.com: Event-Driven Data Management for Microservices \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.nginx.com/blog/guide-to-choosing-ingress-controller-part-4-nginx-ingress-controller-options:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779033595.163862
  stars: 0
  status: online
  title: 'nginx.com: A Guide to Choosing an Ingress Controller, Part 4: NGINX Ingress''
    Controller Options'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.nginx.com/blog/how-to-choose-a-service-mesh:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779030479.568094
  stars: 0
  status: online
  title: "nginx.com: How to Choose a Service Mesh \U0001F31F"
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://www.nginx.com/blog/how-to-simplify-kubernetes-ingress-egress-traffic-management:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779033658.886554
  stars: 0
  status: online
  title: 'nginx.com: How to Simplify Kubernetes Ingress and Egress Traffic Management'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.nginx.com/blog/introducing-nginx-service-mesh:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779031415.039116
  stars: 0
  status: online
  title: 'nginx.com: Introducing NGINX Service Mesh'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://www.nginx.com/blog/introduction-to-microservices:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779031896.861013
  stars: 0
  status: online
  title: "nginx.com: Introduction to Microservices \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/faq.md
  year: N/A
https://www.nginx.com/blog/kubernetes-networking-101:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779034569.191403
  stars: 0
  status: online
  title: '==nginx.com: Kubernetes Networking 101=='
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.nginx.com/blog/mtls-architecture-nginx-service-mesh:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779030578.497065
  stars: 0
  status: online
  title: 'nginx.com: The mTLS Architecture in NGINX Service Mesh'
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://www.nginx.com/blog/reduce-complexity-with-production-grade-kubernetes:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779030235.582498
  stars: 0
  status: online
  title: 'nginx.com: Reduce Complexity with Production-Grade Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.nginx.com/blog/reducing-kubernetes-costs-70-percent-in-cloud-nginx-opsani-prometheus:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779033030.578035
  stars: 0
  status: online
  title: 'nginx.com: Reducing Kubernetes Costs by 70% in the Cloud with NGINX, Opsani,''
    and Prometheus'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.nginx.com/blog/using-free-ssltls-certificates-from-lets-encrypt-with-nginx:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779034564.963602
  stars: 0
  status: online
  title: 'nginx.com: Using Free Let’s Encrypt SSL/TLS Certificates with NGINX'
  v1_locations:
  - docs/registries.md
  year: N/A
https://www.nginx.com/blog/what-are-namespaces-cgroups-how-do-they-work:
  addition_method: manual
  content_hash: 60771bd2707db349d4db9935a4634f0a458099edba6ab07541c37b43181630fb
  description: ''
  health_score: 100.0
  last_checked: 1779030232.344489
  stars: 0
  status: online
  title: "nginx.com: What Are Namespaces and cgroups, and How Do They Work? \U0001F31F"
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.nginx.com/resources/library/complete-nginx-cookbook:
  addition_method: manual
  content_hash: 3e31a47c9ecb8033ca6baf64c9db4be070cb5f4825584aae03ef9bb02d6040fe
  description: ''
  health_score: 100.0
  last_checked: 1779031865.799914
  stars: 0
  status: online
  title: "==nginx.com: The Complete NGINX Cookbook== \U0001F31F"
  v1_locations:
  - docs/web-servers.md
  year: N/A
https://www.nichesoftware.co.nz/2021/05/29/promotion-driven-development.html:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Critiques the anti-pattern of Promotion Driven Development (PDD), where
    engineers select unnecessary, highly complex tools and over-engineer architectures
    to pad resumes for promotions. Warns against the resulting complexity, technical
    debt, and team maintenance burdens.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Anti-Patterns
  - Engineering Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "nichesoftware.co.nz: Promotion Driven Development (PDD) \U0001F31F"
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.nightfall.ai/blog/atlassian-cloud-hipaa-compliant:
  addition_method: manual
  content_hash: 3734f30e82ec8e8d1f45d8d61554c819bbb4488beac14444c81b5ae24240cbdd
  health_score: 100.0
  last_checked: 1779130494.955689
  v1_locations:
  - docs/project-management-tools.md
https://www.nilebits.com/blog/2024/07/terraform-drift-detection:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Architectural playbook on detecting and remediating drift between active
    cloud infrastructure and version-controlled declarative states. Analyzes manual
    and automated feedback loops, the state refresh phase, and systematic remediation
    options.
  language: None
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "nilebits.com: Understanding Terraform Drift Detection and Remediation \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.noidea.dog/glue:
  description: ''
  year: '2019'
  stars: 5
  ai_summary: An industry-standard analysis of 'glue work'—the essential non-coding
    technical tasks like mentoring, architecture alignment, communication, and process
    optimization that hold engineering teams together. Examines the systemic risks
    where technical contributors perform high-impact glue activities at the expense
    of their promotion metrics, calling for formal valuation of organizational architecture
    and technical leadership roles.
  language: en
  resource_type: Essay
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Career Development
  - Technical Mentorship
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'noidea.dog/glue: Being Glue'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.nomadproject.io/docs/nomad-vs-kubernetes/alternative:
  addition_method: manual
  content_hash: fe87c2c280bbd57f8e2ee66a0e590441b3c3f59efb42374714e9b2d789d567fd
  description: ''
  health_score: 100.0
  last_checked: 1779030239.304866
  stars: 0
  status: online
  title: 'nomadproject.io: An alternative to Kubernetes'
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://www.nomadproject.io/intro/vs/kubernetes:
  addition_method: manual
  content_hash: fe87c2c280bbd57f8e2ee66a0e590441b3c3f59efb42374714e9b2d789d567fd
  description: ''
  health_score: 100.0
  last_checked: 1779029151.800216
  stars: 0
  status: online
  title: 'nomadproject.io: Nomad vs. Kubernetes'
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://www.noobaa.io:
  addition_method: manual
  content_hash: c50bc0e6d10a67e4f883eacb9fa25c6c1f1ba9bbf98b0c161ddd39114bc4d837
  description: ''
  health_score: 100.0
  last_checked: 1779032978.071761
  stars: 0
  title: Noobaa
  v1_locations:
  - docs/kubernetes-storage.md
  - docs/ocp4.md
  year: N/A
https://www.notia.ai/articles/building-an-authenticated-python-cli:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Demonstrates building terminal interfaces containing
    programmatic security token exchange.

    Live Grounding: Evaluates token validation paths, secure key retention methods
    via local keychain adapters, and configuring clean state storage inside local
    application pathways.'
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - CLI Development
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'notia.ai: Building an authenticated Python CLI'
  addition_method: manual
  v2_locations:
  - python.md
https://www.noticiastrabajo.es/como-deben-autonomos-retrasar-pago-intereses-creditos-ico:
  addition_method: manual
  content_hash: f96c8f289ada51d9bd48b3c5ee46986ca58d804752b8b7641734c9efe852f420
  description: ''
  health_score: 100.0
  last_checked: 1779029710.564587
  stars: 0
  status: online
  title: 'noticiastrabajo.es: Así pueden los autónomos retrasar el pago de los intereses''
    de los créditos ICO'
  v1_locations:
  - docs/freelancing.md
  year: N/A
https://www.npmjs.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029251.731054
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Npm
  v1_locations:
  - docs/javascript.md
  v2_locations:
  - javascript.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Npm in
    the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.npmjs.com/package/lambda-load-test:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033503.653109
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'npmjs.com: Lambda load test'
  v1_locations:
  - docs/aws-serverless.md
  v2_locations:
  - aws-serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering npmjs.com:
    Lambda load test in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.nrmitchi.com/2020/10/one-simple-trick-for-building-images-faster:
  description: '- ``BUILDKIT_INLINE_CACHE=1 build-arg`` is a neat flag that you could
    add to your docker build to reduce the build time upto 89%'
  year: '2020'
  stars: 0
  ai_summary: Deep dives into how the BuildKit inline caching configuration drastically
    speeds up continuous integration pipelines by pulling remote cached layers directly
    from registries.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Build Optimization
  - Caching
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "nrmitchi.com: One Simple Trick for Building Images Faster \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://www.nslookup.io/learning/the-life-of-a-dns-query-in-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A thorough, step-by-step structural visualization tracing a DNS resolution
    query from within a Kubernetes Pod. Explains the intersection of a container's
    /etc/resolv.conf, the DNS search parameters (ndots:5), iptables forwarding rules,
    and CoreDNS lookups, illustrating where latencies and packet-drops occur.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - DNS
  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'nslookup.io: The life of a DNS query in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.ntop.org:
  description: ''
  year: '1998'
  stars: 5
  ai_summary: ntop (ntopng) is a premier web-based network traffic analysis suite
    providing deep packet inspection, usage trends, and system bandwidth tracing.
    Live Grounding confirms ntopng as a foundational tool for live network analysis
    and anomaly detection in large datacenters.
  language: C++
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Networking
  - Monitoring
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: ntop
  addition_method: manual
  v2_locations:
  - linux.md
https://www.nuodb.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Elastic distributed SQL database engineered for container workloads.
    Achieves horizontal scale-out of transactional processing and storage components
    while retaining strict ACID compliance.
  language: C++
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - NewSQL Databases
  - Elastic Databases
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: NuoDB, elastically scalable database. A revolution compared to traditional
    monolithic 1-box databases. NuoDB is ACID,SQL, distributed/scalable and support
    flexible schemas
  addition_method: manual
  v2_locations:
  - nosql.md
https://www.nuodb.com/blog/replication-is-it-easy:
  description: ''
  year: '2018'
  stars: 3
  ai_summary: Whitepaper analyzing systemic issues related to classical active-passive
    and active-active replication systems. Explores performance overhead, CAP theorem
    constraints, and split-brain recovery.
  language: N/A
  resource_type: Whitepaper
  complexity: Advanced
  hierarchy:
  - Data Architecture
  - Database Replication
  - Trade-Offs
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Traditional database replication drawbacks
  addition_method: manual
  v2_locations:
  - nosql.md
https://www.nylas.com/blog/performance:
  description: ''
  year: '2016'
  stars: 4
  ai_summary: Curator Insight details Nylas's architecture for continuous, low-overhead
    profiling inside live environments. Live Grounding highlights that high-throughput
    microservices rely heavily on statistical, non-blocking sampling profilers (like
    Py-Spy or Memray) to secure production metrics with negligible runtime performance
    impact.
  language: Python
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Python
  - Production Observability
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'nylas.com: Profiling Python in Production'
  addition_method: manual
  v2_locations:
  - python.md
https://www.okd.io:
  addition_method: manual
  content_hash: 21ac64dffc8e4a900b69b2fc742a40e8f19e6f78467bae59138bd5a8eaf0ae52
  description: ''
  health_score: 100.0
  last_checked: 1779029992.838717
  stars: 0
  status: online
  title: OKD
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/ocp4.md
  - docs/openshift.md
  year: N/A
https://www.okd.io/minishift:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779030322.868253
  v1_locations:
  - docs/openshift.md
https://www.okteto.com/blog/kubernetes-architecture:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the modular architecture of Kubernetes with a specific focus
    on cloud-native application development workflows. Discusses how control plane
    components and worker node runtimes influence developer environments, advocating
    for container-centric development workflows directly inside remote namespaces.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Control Plane
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'okteto.com: What is Kubernetes Architecture?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.okteto.com/blog/kubernetes-basics:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A guide series covering Okteto's Cloud Development Environment (CDE)
    paradigm. Demonstrates how developers can synchronize code in real-time straight
    to remote container runtimes without local compiler requirements.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Developer Experience
  - Cloud Development Environments
  - Okteto
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'okteto.com: Kubernetes for Developers Blog Series by Okteto'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://www.okteto.com/blog/preview-environments-for-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step architecture guide detailing how to build automated pull-request
    preview environments inside Kubernetes namespace boundaries. Leverages ingress
    controllers, isolated network setups, and Okteto engine tooling to manage ephemeral
    environment lifecycles.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development
  - Preview Environments
  - CI/CD Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'okteto.com: Run your Pull Request Preview Environments on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.okteto.com/blog/what-is-kubernetes-architecture:
  addition_method: manual
  content_hash: c6ea20edea979c6d585000ec8847eab53b6575b681d736b537af91c89094f992
  description: ''
  health_score: 100.0
  last_checked: 1779031141.130882
  stars: 0
  status: online
  title: 'okteto.com: What is Kubernetes Architecture?'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.omgubuntu.co.uk/2020/06/microsoft-wsl-install-command:
  description: ''
  addition_method: manual
  content_hash: 6305adbe7c16f45f89c646fc1732183d208d4b4eb8982bdf11f82060a71ff9ca
  health_score: 100.0
  last_checked: 1779029421.506245
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: '2020'
  ai_summary: An overview of Microsoft's streamlined WSL installation process, highlighting
    the creation of the unified `wsl --install` command. This enhancement automates
    feature enablement and default distribution retrieval, lowering the onboarding
    barrier for DevOps engineers. This simplification is highly beneficial for enterprise-wide
    developer environment standardization.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Development Environment
  - Windows Subsystem for Linux
  - WSL Installation
  is_microservice: false
  title: "Microsoft Makes it Easier to Install WSL on Windows 10 \U0001F31F"
https://www.oncehub.com:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: OnceHub scheduling software built for enterprise marketing and inbound
    sales routing. Provides round-robin scheduling, multi-account CRM matching, and
    advanced resource allocations.
  language: C#
  resource_type: SaaS
  complexity: Intermediate
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Commercial Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ScheduleOnce
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://www.oncehub.com/scheduleonce:
  addition_method: manual
  content_hash: c87768ee1c50883d3f20cac4f4e70a980423fded588424675e3be61e7234781b
  description: ''
  health_score: 100.0
  last_checked: 1779034504.704909
  stars: 0
  status: online
  title: ScheduleOnce
  v1_locations:
  - docs/appointment-scheduling.md
  year: N/A
https://www.ondat.io/blog/stateful-apps-in-kubernetes-are-a-big-deal:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032817.233323
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ondat.io: Stateful Apps in Kubernetes are a big deal'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ondat.io:
    Stateful Apps in Kubernetes are a big deal in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ondat.io/discoblocks:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029940.724684
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Discoblocks: ondat.io/discoblocks'
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Discoblocks:
    ondat.io/discoblocks in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.opcito.com/blogs/a-guide-to-mastering-autoscaling-in-kubernetes-with-keda:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Comprehensive guide on mastering KEDA autoscaling. Details architectural
    components like Scalers, Metrics Adapter, and Controller. Explains how KEDA intercepts
    traffic and translates complex telemetry into HPA scaling decisions.
  language: Go
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Platform
  - Autoscaling
  - Event-Driven Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opcito.com: A guide to mastering autoscaling in Kubernetes with KEDA'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://www.opcito.com/blogs/testops-how-to-automate-your-software-pipeline-at-the-speed-of-devops:
  description: ''
  addition_method: manual
  content_hash: 8a0b4e1d187c31c8d2f16c57d2bcd77a101c40247b529d7c5b036b199e465690
  health_score: 100.0
  last_checked: 1779029190.048891
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2021'
  ai_summary: Focuses on incorporating high-frequency test automation steps into standard
    continuous delivery environments. Details patterns for dynamic mock environments
    and rollback automation based on test feedback loops.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - TestOps Strategy
  is_microservice: false
  title: 'opcito.com: TestOps: How to automate your software pipeline at the speed''
    of DevOps'
https://www.open-rpc.org:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: The official documentation for Open-RPC, which defines a standard, language-agnostic
    interface description for JSON-RPC 2.0 services. It supports client generation,
    interactive documentation, and testing tools analogous to OpenAPI for REST.
  language: Agnostic
  resource_type: Specification
  complexity: Advanced
  hierarchy:
  - API Architectures
  - RPC
  - Open-RPC
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "open-rpc.org lightweight RPC framework \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://www.openapis.org:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735865.271571
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: OpenAPI
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering OpenAPI
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.openapis.org/faq:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735865.923384
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: OpenAPI FAQ. What is OpenAPI Specification (OAS)? OpenAPI Specification
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering OpenAPI
    FAQ. What is OpenAPI Specification (OAS)? OpenAPI Specification in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.openbankingtracker.com:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A specialized tracking directory detailing open banking regulations,
    standards, APIs, and market readiness metrics globally. It acts as an architectural
    ledger monitoring PSD2 implementation and global banking API catalog availability.
  language: English
  resource_type: Reference Portal
  complexity: Intermediate
  hierarchy:
  - Domain APIs
  - Fintech
  - Open Banking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: openbankingtracker.com
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.opencontainers.org:
  addition_method: manual
  content_hash: 1799453ded469616722928badf24ba3efa63b7bc072c0921a977ef7e2439fcc3
  description: ''
  health_score: 100.0
  last_checked: 1779034273.436362
  stars: 0
  status: online
  title: 'OCI: Open Container Initiative'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.opencoreventures.com/blog/hashicorp-switching-to-bsl-shows-a-need-for-open-charter-companies:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the structural implications of HashiCorp's migration from MPLv2
    to BUSL. Discusses the downstream trust shifts inside open-source ecosystems,
    illustrating how corporate moves catalyzed open alternatives like the Linux Foundation's
    OpenTofu initiative.
  language: None
  resource_type: Industry Analysis
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Industry Landscape
  - Acquisitions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opencoreventures.com: HashiCorp switching to BSL shows a need for open charter
    companies'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.openfaas.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: An exceptionally popular, developer-friendly FaaS engine on Kubernetes.
    Features built-in auto-scaling, Prometheus metrics integration, and allows running
    any code in standard containers.
  language: Go
  resource_type: Open-Source Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - OpenFaaS
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: OpenFaaS
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.openfaas.com/blog/kim:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Shows how to accelerate development loops by leveraging Rancher's kim
    builder along with K3s to compile, load, and deploy OpenFaaS functions without
    external registries.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - OpenFaaS
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'openfaas.com: Learn how to build functions faster using Rancher''s kim and
    K3s'
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.opengroup.org:
  addition_method: manual
  content_hash: ef931e0ade40028c22596e5f990923876b22bced0b8042bafce48518ca41eee3
  description: ''
  health_score: 100.0
  last_checked: 1779032114.299829
  needs_ai_refresh: true
  stars: 0
  title: 'The Open Group: Making Standards Work'
  v1_locations: []
  year: N/A
https://www.opengroup.org/togaf:
  addition_method: manual
  content_hash: fa0897f768dadbb8ca875ce42222b9fc521e8fd1010f0710892025644c03a673
  health_score: 100.0
  last_checked: 1779033570.279423
  v1_locations: []
https://www.openliberty.io:
  addition_method: manual
  content_hash: b15917055113c919d793405429d53c6efdece22e0a37165ccf8efae5bd13952f
  description: ''
  health_score: 100.0
  last_checked: 1779029161.348172
  stars: 0
  status: online
  title: openliberty.io
  v1_locations:
  - docs/ibm_cloud.md
  year: N/A
https://www.openlogic.com/blog/how-visualize-prometheus-data-grafana:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735951.956779
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "openlogic.com: How to develop Grafana Dashboards \U0001F31F"
  v1_locations:
  - docs/grafana.md
  - docs/prometheus.md
  v2_locations:
  - grafana.md
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering openlogic.com:
    How to develop Grafana Dashboards \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.openlogic.com/blog/prometheus-java-monitoring-and-gathering-data:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736134.803032
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Example: How to Use Prometheus Monitoring With Java to Gather Data. Gathering''
    Java Metrics with Prometheus Monitoring (ActiveMQ)'
  v1_locations:
  - docs/prometheus.md
  v2_locations:
  - prometheus.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Example:
    How to Use Prometheus Monitoring With Java to Gather Data. Gathering'' Java Metrics
    with Prometheus Monitoring (ActiveMQ) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.openpolicyagent.org:
  description: ''
  addition_method: manual
  content_hash: 7bb2a392c0f5c7d4f1dc0b607f81d4a647e0dc26adf5d6cde679142134fc38f8
  health_score: 100.0
  last_checked: 1779033619.25785
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: General-purpose policy engine designed to unify and enforce fine-grained
    authorization across microservices, Kubernetes, CI/CD, and API gateways. Uses
    the declarative query language Rego to decouple policy decisions from execution,
    serving as a critical cornerstone in modern Zero-Trust architectures.
  language: Go
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Cloud-Native Platforms
  - Security & Compliance
  - Policy-as-Code
  is_microservice: false
  title: "OPA Open Policy Agent \U0001F31F"
https://www.openproject.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Premier open-source web-based project management software supporting
    hybrid, agile, and classic waterfall projects. Features collaborative planning,
    roadmapping, and robust issue tracking.
  language: English
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Project Management
  - Open Source PM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: OpenProject
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://www.openproject.org/blog/create-configure-manage-projects-openproject:
  description: '- [youtube.com: Learn to deploy OpenProject with Postgres in Kubernetes](https://www.youtube.com/watch?v=2mNAsrThius&ab_channel=CloudControl)'
  year: '2023'
  stars: 0
  ai_summary: Configuration reference outlining project structures in OpenProject,
    combined with deployment walk-throughs for hosting the platform using PostgreSQL
    databases containerized within Kubernetes clusters.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Project Management
  - Open Source PM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openproject.org: How to create, configure and manage your projects with
    OpenProject'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://www.openproject.org/create-configure-manage-projects-openproject:
  addition_method: manual
  content_hash: 6a1359b4cd8985e3dd67aca41d2d343c42838adc8f8d3b229706ca4d2a1acebb
  description: ''
  health_score: 100.0
  last_checked: 1779029365.640088
  stars: 0
  status: online
  title: 'openproject.org: How to create, configure and manage your projects with''
    OpenProject'
  v1_locations:
  - docs/project-management-tools.md
  year: N/A
https://www.openshift.com:
  addition_method: manual
  content_hash: 6e0200d0b18c6244f741adf057afcffe282367ad85374596f9b52f24f184cdc2
  description: ''
  health_score: 100.0
  last_checked: 1779031669.487206
  stars: 0
  status: online
  title: OpenShift.com
  v1_locations:
  - docs/ocp4.md
  - docs/openshift.md
  year: N/A
https://www.openshift.com/blog:
  addition_method: manual
  content_hash: fe3b00fc9855e8f639ff3144a9426dbe138a0fc8ac6c3d5d5c1f62df62660602
  description: ''
  health_score: 100.0
  last_checked: 1779030339.965346
  stars: 0
  status: online
  title: "OpenShift blog \U0001F31F"
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/blog/18333-2:
  addition_method: manual
  content_hash: 53d500c817d5d73be815f5eb9ff0408ea0b6373f25f25e32215fce76aa256413
  description: ''
  health_score: 100.0
  last_checked: 1779029629.364813
  stars: 0
  status: online
  title: 'openshift.com: Using JFrog''s Artifactory and Red Hat OpenShift Together'
  v1_locations:
  - docs/registries.md
  year: N/A
https://www.openshift.com/blog/7-best-practices-for-writing-kubernetes-operators-an-sre-perspective:
  addition_method: manual
  content_hash: cfba48c9f8a1b67a524b2c6b06890b96f48e46147c773bea04555dc914f14fdd
  description: ''
  health_score: 100.0
  last_checked: 1779031600.817672
  stars: 0
  status: online
  title: 'openshift.com: 7 Best Practices for Writing Kubernetes Operators: An SRE''
    Perspective'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://www.openshift.com/blog/8-answers-to-7-openshift-questions:
  addition_method: manual
  content_hash: 1291f19a2c49b414bf27891c2bd96edde133210ba6337ee8ccfae8b028433c8d
  description: ''
  health_score: 100.0
  last_checked: 1779029130.931594
  stars: 0
  status: online
  title: "openshift.com: 8 Answers to 7 OpenShift Questions \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/a-brief-introduction-to-red-hat-advanced-cluster-security-for-kubernetes:
  addition_method: manual
  content_hash: 4b6b9f4d7b02407b77dc72ec4e75c2140efcbedfdf7b778758b5ece5476a227e
  description: ''
  health_score: 100.0
  last_checked: 1779033479.895075
  stars: 0
  status: online
  title: 'openshift.com: A Brief Introduction to Red Hat Advanced Cluster Security''
    for Kubernetes'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/accessing-external-services-using-egress-router:
  addition_method: manual
  content_hash: 51ec17d2e5dd203bbe9e7aaf1053007026eefc5c1e144ad82031dfc5b3f307f2
  description: ''
  health_score: 100.0
  last_checked: 1779029993.497409
  stars: 0
  status: online
  title: Accessing External Services Using Egress Router
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/blog/announcing-openshift-gitops:
  addition_method: manual
  content_hash: 32deec573fad360d059933d07fdfd45a247e336fe890380e40e8e77fc3200101
  description: ''
  health_score: 100.0
  last_checked: 1779034582.398873
  stars: 0
  status: online
  title: 'openshift.com: Announcing OpenShift GitOps'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://www.openshift.com/blog/ansible-and-openshift-connecting-for-success:
  addition_method: manual
  content_hash: 7d8325160e7fe85c2dfa2bcbcf6b2f28e6fd86af51c6de52f3f8cccc00b9c65b
  description: ''
  health_score: 100.0
  last_checked: 1779029116.593444
  stars: 0
  status: online
  title: "openshift.com: Ansible and OpenShift: Connecting for Success \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.openshift.com/blog/applications-here-applications-there-part-3-application-migration:
  addition_method: manual
  content_hash: 877628590e8627aa04bd44a761ea03acb82760ebbc4e4c2523fada56b95db44b
  description: ''
  health_score: 100.0
  last_checked: 1779032969.182872
  stars: 0
  status: online
  title: 'openshift.com: Applications Here, Applications There! - Part 3 - Application''
    Migration'
  v1_locations:
  - docs/demos.md
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/ask-an-openshift-admin-office-hour-authentication-and-authorization:
  addition_method: manual
  content_hash: 4449cc96b537296f041231a616018de87f0c73198db036804747ee6272e55108
  description: ''
  health_score: 100.0
  last_checked: 1779030021.250522
  stars: 0
  status: online
  title: 'openshift.com: Ask an OpenShift Admin Office Hour - Authentication and Authorization'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/ask-an-openshift-admin-office-hour-day-2-operations-part-1:
  addition_method: manual
  content_hash: 40c74cc266d4a910d8de8c082ed0c7ac0f00945e7f749cbe82789c584931f6cb
  description: ''
  health_score: 100.0
  last_checked: 1779031079.934846
  stars: 0
  title: Ask an OpenShift Admin Office Hour - Day 2 Operations, Part 1
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/ask-an-openshift-admin-office-hour-day-2-operations-part-2:
  addition_method: manual
  content_hash: f44a8d3101f3fa7b33113747756e106a4428c5ec08125a8dc879c84d26271042
  description: ''
  health_score: 100.0
  last_checked: 1779029110.885936
  stars: 0
  title: Ask an OpenShift Admin Office Hour - Day 2 Operations, Part 2
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/build-kubernetes-operators-from-helm-charts-in-5-steps:
  addition_method: manual
  content_hash: 8b14f83da1f148f3fda09f670a572428f2a1b5b2299e6a9b2dae9e0b9af862df
  health_score: 100.0
  last_checked: 1779033697.475689
  v1_locations:
  - docs/ocp4.md
https://www.openshift.com/blog/build-your-kubernetes-operator-with-the-right-tool:
  addition_method: manual
  content_hash: 7d3b988c171672e7428716ffc9041a2418fec7bf142e846bca190063634a8158
  description: ''
  health_score: 100.0
  last_checked: 1779031602.411137
  stars: 0
  status: online
  title: "openshift.com: Build Your Kubernetes Operator With the Right Tool \U0001F31F"
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://www.openshift.com/blog/building-declarative-pipelines-openshift-dsl-plugin:
  addition_method: manual
  content_hash: f155c99e3a0fe00c26ae7b23af7bf83c7b8502dd1ccd8816889c8e6f9adedcbc
  description: ''
  health_score: 100.0
  last_checked: 1779032178.083429
  stars: 0
  status: online
  title: Building Declarative Pipelines with OpenShift DSL Plugin
  v1_locations:
  - docs/jenkins.md
  - docs/openshift-pipelines.md
  year: N/A
https://www.openshift.com/blog/building-openshift-pipelines-with-gitlab:
  addition_method: manual
  content_hash: c5617e60f2a94ff5f0c68c368e1a8c2f46c69411aacd33dcb89ea075e5273d7e
  description: ''
  health_score: 100.0
  last_checked: 1779033243.663963
  stars: 0
  status: online
  title: 'openshift.com: Building GitLab Pipelines on OpenShift'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.openshift.com/blog/cloud-devops-with-openshift-and-jfrog:
  addition_method: manual
  content_hash: 06512cf9036be6f21863121a0246001475ff5658b60450b2abd0249dd99c42a7
  description: ''
  health_score: 100.0
  last_checked: 1779031231.27625
  stars: 0
  status: online
  title: 'openshift.com: Cloud DevOps With OpenShift and JFrog'
  v1_locations:
  - docs/registries.md
  year: N/A
https://www.openshift.com/blog/cloud-native-ci-cd-with-openshift-pipelines:
  addition_method: manual
  content_hash: 66015a0026f92adabf79475854c7c2f09f5b136dc1c40c7ff6e9d0244797ca14
  description: ''
  health_score: 100.0
  last_checked: 1779033622.951753
  stars: 0
  status: online
  title: 'openshift.com: Cloud-Native CI/CD with OpenShift Pipelines based on Tekton'
  v1_locations:
  - docs/openshift-pipelines.md
  year: N/A
https://www.openshift.com/blog/control-regional-access-to-your-service-on-openshift-running-on-aws:
  addition_method: manual
  content_hash: c982e8cc1478198ed9020b98f7b738de0e0739c5283a119cf744e71fb0dc4b0d
  description: ''
  health_score: 100.0
  last_checked: 1779033360.880816
  stars: 0
  status: online
  title: 'openshift.com: Control Regional Access to Your Service on OpenShift Running''
    on AWS'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/customizing-virtual-machine-templates-in-openshift-1:
  addition_method: manual
  content_hash: 33ad128040170e1f58dc92f4cf6c0e172c28d4494f2d510f67dc2b1917b46772
  description: ''
  health_score: 100.0
  last_checked: 1779034564.718106
  stars: 0
  status: online
  title: 'openshift.com: Customizing Virtual Machine Templates in OpenShift'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/debugging-java-applications-on-openshift-kubernetes:
  addition_method: manual
  content_hash: dda7ec361766f5f9f97c0a7b67370743ca08bf6ebd9d59b5c046e9646466dfaa
  description: ''
  health_score: 100.0
  last_checked: 1779029805.484989
  stars: 0
  status: online
  title: Debugging Java Applications On OpenShift and Kubernetes
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.openshift.com/blog/demystifying-multus:
  addition_method: manual
  content_hash: 401399fa2875f023fc0eb8d462ec579c3924039a4886f2d7c33b719d2276f0a9
  description: ''
  health_score: 100.0
  last_checked: 1779030531.871357
  stars: 0
  status: online
  title: "openshift.com: Demystifying Multus \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/deploy-a-multi-master-okd-4.5-cluster-using-a-single-command-in-30-minutes:
  addition_method: manual
  content_hash: 46f7211dfd1f01b9a4ff2f4e9a8dd62be644c0d16f5cfa90e506d51243a30d8f
  description: ''
  health_score: 100.0
  last_checked: 1779030709.013513
  stars: 0
  status: online
  title: 'openshift.com: Deploy a multi-master OKD 4.5 cluster using a single command''
    in ~30 minutes'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/deploying-openshift-4.4-to-vmware-vsphere-7:
  addition_method: manual
  content_hash: a5f9ef707dfe0bc46bfeb6e6876dd254f77c8b982e09d08d4d7049343363f542
  description: ''
  health_score: 100.0
  last_checked: 1779031596.544081
  stars: 0
  status: online
  title: "Deploying OpenShift 4.4 to VMware vSphere 7 \U0001F31F"
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/blog/deploying-openshift-applications-multiple-datacenters:
  addition_method: manual
  content_hash: 18a8a6d03720ce0b46b5d1daa7f4e8df0a6f5f94930bca833169dd614b5da75b
  description: ''
  health_score: 100.0
  last_checked: 1779034090.691585
  stars: 0
  status: online
  title: 'blog.openshift.com: Deploying OpenShift Applications to Multiple Datacenters''
    (with Jenkins)'
  v1_locations:
  - docs/openshift-pipelines.md
  year: N/A
https://www.openshift.com/blog/deploying-to-openshift-using-github-actions:
  addition_method: manual
  content_hash: 1d694d2c296f278457aeb4d65331ee346ec23bcb357f8335bda3314e9998524b
  description: ''
  health_score: 100.0
  last_checked: 1779034569.257792
  stars: 0
  status: online
  title: 'openshift.com: Deploying to OpenShift using GitHub Actions'
  v1_locations:
  - docs/git.md
  year: N/A
https://www.openshift.com/blog/descheduler-ga-in-openshift-4.7:
  addition_method: manual
  content_hash: 341dcb99bf8c14187bc677e37f2e383cf1b60ec60043b7b518fa5e1fd823a9c7
  description: ''
  health_score: 100.0
  last_checked: 1779033924.180645
  stars: 0
  status: online
  title: "openshift.com: Descheduler GA in OpenShift 4.7 \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/enhanced-openshift-jboss-amq-container-image-for-production:
  addition_method: manual
  content_hash: af01bfe58548848ed1de95ed4eb25e79aa5e5598a076f2f94833a517e39f4502
  health_score: 100.0
  last_checked: 1779033480.068193
  v1_locations:
  - docs/monitoring.md
https://www.openshift.com/blog/enterprise-kubernetes-with-openshift-part-one:
  addition_method: manual
  content_hash: ddcd8a23b9589a51653e5a21228df9b4f132b15ab5acd23c00b681e598598f7c
  description: ''
  health_score: 100.0
  last_checked: 1779034013.006819
  stars: 0
  status: online
  title: "blog.openshift.com: Enterprise Kubernetes with OpenShift (Part one) \U0001F31F"
  v1_locations:
  - docs/container-managers.md
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/from-code-to-production-with-gitops:
  addition_method: manual
  content_hash: 901a3855bc8804e39d7b1e0d1ccb8c79e1f588a85e1905200ef338edac4f849c
  description: ''
  health_score: 100.0
  last_checked: 1779031181.671552
  stars: 0
  status: online
  title: 'openshift.com: From Code to Production with GitOps, Tekton and ArgoCD'
  v1_locations:
  - docs/gitops.md
  - docs/ocp3.md
  year: N/A
https://www.openshift.com/blog/from-ops-to-sre-evolution-of-the-openshift-dedicated-team:
  addition_method: manual
  content_hash: 506d329d169c4d7496da69e1b916caed3eff9b19d60c623e61e5ce887c1037e3
  description: ''
  health_score: 100.0
  last_checked: 1779032282.847246
  stars: 0
  status: online
  title: 'openshift.com: From Ops to SRE - Evolution of the OpenShift Dedicated Team'
  v1_locations:
  - docs/sre.md
  year: N/A
https://www.openshift.com/blog/fully-automated-openshift-deployments-with-vmware-vsphere:
  addition_method: manual
  content_hash: c370ee14aca1846e1ad1fd22b1468b7b5693c33de66e6de971b64cdad948913e
  description: ''
  health_score: 100.0
  last_checked: 1779030250.677085
  stars: 0
  status: online
  title: Fully Automated OpenShift Deployments With VMware vSphere
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/geographically-distributed-stateful-workloads-part-3-keycloak:
  addition_method: manual
  content_hash: dd4a4b4c8e84a545a3c861cf040a8570fde972e178c09bb238e11c8e30442f82
  description: ''
  health_score: 100.0
  last_checked: 1779032763.108763
  stars: 0
  status: online
  title: 'openshift.com: Geographically Distributed Stateful Workloads - Part 3: Keycloak'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.openshift.com/blog/getting-started-with-applicationsets:
  addition_method: manual
  content_hash: 14b83639355e26c9f143c05004db45de0770c0b316e37fb799750235a5b9ed76
  description: ''
  health_score: 100.0
  last_checked: 1779031258.151803
  stars: 0
  status: online
  title: 'openshift.com: Getting Started with ApplicationSets'
  v1_locations:
  - docs/argo.md
  year: N/A
https://www.openshift.com/blog/gitops-secret-management:
  addition_method: manual
  content_hash: c2bebec634d575617dc7fec6179f0fa07fb304c3db92950dec1b1b6a3a482de6
  description: ''
  health_score: 100.0
  last_checked: 1779031694.551393
  stars: 0
  status: online
  title: "GitOps secret management with bitnami-labs Sealed Secret and GoDaddy Kubernetes
    External Secrets \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.openshift.com/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management:
  addition_method: manual
  content_hash: 02f85da1f735f398f8ed00434066d6475ca417a937e309b30b24b9c8b7d84e17
  description: ''
  health_score: 100.0
  last_checked: 1779032874.978056
  stars: 0
  status: online
  title: 'openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red''
    Hat Advanced Cluster Management'
  v1_locations:
  - docs/demos.md
  year: N/A
? https://www.openshift.com/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management-to-deploy-on-multiple-clusters
: addition_method: manual
  content_hash: 70635867331c21b6d4698c1c0e44ac199f2eeaafd589f93a72c44d7e01876fe6
  description: ''
  health_score: 100.0
  last_checked: 1779031620.737293
  stars: 0
  status: online
  title: "openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red'
    Hat Advanced Cluster Management to Deploy on Multiple Clusters \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.openshift.com/blog/global-load-balancer-for-openshift-clusters-an-operator-based-approach:
  addition_method: manual
  content_hash: 201056947f1c828f7a770526042658b12740c7479293fac0dd1ffeb755062909
  description: ''
  health_score: 100.0
  last_checked: 1779034373.216627
  stars: 0
  status: online
  title: 'openshift.com: Global Load Balancer for OpenShift clusters: an Operator-Based''
    Approach'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/grpc-or-http/2-ingress-connectivity-in-openshift:
  addition_method: manual
  content_hash: d729100f972f4287d722e7384f73ce4736439ce67812090f6d2dfd5c66e93881
  description: ''
  health_score: 100.0
  last_checked: 1779029993.442593
  stars: 0
  status: online
  title: "openshift.com: gRPC or HTTP/2 Ingress Connectivity in OpenShift \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.openshift.com/blog/guide-to-openshift-pipelines-part-1-introducing-openshift-pipelines:
  addition_method: manual
  content_hash: df9c2112ed047bfec9b02b3d8724b75cd0b95f968c528c19e85629878e89fdca
  description: ''
  health_score: 100.0
  last_checked: 1779031103.451344
  stars: 0
  status: online
  title: 'openshift.com: Guide to OpenShift Pipelines Part 1 - Introducing OpenShift''
    Pipelines'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.openshift.com/blog/how-to-configure-ldap-sync-with-cronjobs-in-openshift:
  addition_method: manual
  content_hash: a1565adb6cddc966791a732eba164fd9d4485a556a4476abfa6d2d73b0afc8a1
  description: ''
  health_score: 100.0
  last_checked: 1779033339.368072
  stars: 0
  status: online
  title: "openshift.com: How to Configure LDAP Sync With CronJobs in OpenShift \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/how-to-enable-static-egress-ip-in-ocp:
  addition_method: manual
  content_hash: 5b14318eb7048cac0f11b0530ef6689be2460bdaf8459bf40897264aa78097c2
  description: ''
  health_score: 100.0
  last_checked: 1779034105.317534
  stars: 0
  status: online
  title: How to Enable Static Egress IP in OCP
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/blog/how-to-monitoring-openshift-4.x-with-zabbix-using-prometheus-part-2:
  addition_method: manual
  content_hash: 4cedf2bb923f6c6334acc8b86523d1fe2665e3ae209423690bdee6c0ab0c00e9
  description: ''
  health_score: 100.0
  last_checked: 1779034487.42211
  stars: 0
  status: online
  title: 'openshift.com: How to Monitor Openshift 4.x with Zabbix using Prometheus''
    - Part 2'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.openshift.com/blog/how-to-offer-service-running-on-openshift-on-aws-to-other-aws-vpcs-privately:
  addition_method: manual
  content_hash: 7b035a43b18fe0158e71dfe4bacfad9ccd87ad64500d14c75824d8d766045682
  description: ''
  health_score: 100.0
  last_checked: 1779029631.717474
  stars: 0
  status: online
  title: "openshift.com: How to Offer Service Running on OpenShift on AWS to Other'
    AWS VPCs, Privately \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/how-to-orchestrate-data-pipelines-with-applications-deployed-on-openshift:
  addition_method: manual
  content_hash: 048894c65c79517ad5804b730bbb473a47961edd50bf78948e1258ce8447539b
  description: ''
  health_score: 100.0
  last_checked: 1779031327.982391
  stars: 0
  status: online
  title: 'openshift.com: How to Orchestrate Data Pipelines with Applications Deployed''
    on OpenShift'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.openshift.com/blog/how-to-use-hashicorp-vault-and-argo-cd-for-gitops-on-openshift:
  addition_method: manual
  content_hash: e48f9a693283f1f9fcb819222986b6fb6581d64991d45800ce0eb557868b1284
  description: ''
  health_score: 100.0
  last_checked: 1779031980.031549
  stars: 0
  status: online
  title: 'openshift.com: How to Use HashiCorp Vault and Argo CD for GitOps on OpenShift'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.openshift.com/blog/ibm-and-red-hat-bring-openshift-to-ibm-z-and-linuxone:
  addition_method: manual
  content_hash: 2114cd0598a484bb83d9cc2ea70abe62dc4bc5f8fcf3432e654ed30ac84c8fc0
  description: ''
  health_score: 100.0
  last_checked: 1779034269.789381
  stars: 0
  status: online
  title: IBM and Red Hat bring OpenShift to IBM Z and LinuxONE
  v1_locations:
  - docs/ibm_cloud.md
  year: N/A
https://www.openshift.com/blog/improved-tooling-and-best-practices-to-help-you-migrate-to-openshift-4:
  addition_method: manual
  content_hash: 2de448a6a799b7715c336f44c3d214b76303a6263388e9ac0669ca666cd65bbc
  description: ''
  health_score: 100.0
  last_checked: 1779033761.67945
  stars: 0
  status: online
  title: Improved tooling and best practices to help you migrate to OpenShift 4
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/installing-ocp-in-a-mainframe-z-series:
  addition_method: manual
  content_hash: f09b27120feba6df6e30afff2a7c84df9bf75d4789884c71c696547744a1eda5
  description: ''
  health_score: 100.0
  last_checked: 1779034306.667329
  stars: 0
  status: online
  title: Installing OCP in a Mainframe z-series
  v1_locations:
  - docs/ibm_cloud.md
  year: N/A
https://www.openshift.com/blog/introducing-azure-red-hat-openshift-on-openshift-4:
  addition_method: manual
  content_hash: cfe71fe9f5482f3f20c3f6e867e3cf285011320289bf72f58bd2e9a882b94561
  description: ''
  health_score: 100.0
  last_checked: 1779030609.064191
  stars: 0
  status: online
  title: "Introducing Azure Red Hat OpenShift on OpenShift 4 \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/introducing-kube-burner-a-tool-to-burn-down-kubernetes-and-openshift:
  addition_method: manual
  content_hash: 4610431463bf0105737ceb5844bb8898f830b713b80149f43c9e400738a9678d
  description: ''
  health_score: 100.0
  last_checked: 1779034208.648367
  stars: 0
  status: online
  title: "openshift: Introducing kube-burner, A tool to Burn Down Kubernetes and OpenShift'
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://www.openshift.com/blog/introducing-nginx-and-nginx-plus-routers-for-openshift:
  addition_method: manual
  content_hash: 046b548ddf1b9ea334e5657f8a5d8f06e0298a09bac7c2d66d8f4dfe6be6e3d9
  health_score: 100.0
  last_checked: 1779031032.040988
  v1_locations:
  - docs/ocp4.md
https://www.openshift.com/blog/introducing-openshift-service-mesh-2.0:
  addition_method: manual
  content_hash: 5f91e8c97fe4789b4e8e00975e86aa280692173e0ba9337d432114f9d81fab5b
  description: ''
  health_score: 100.0
  last_checked: 1779034392.29098
  stars: 0
  status: online
  title: "openshift.com: Introducing OpenShift Service Mesh 2.0 \U0001F31F"
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://www.openshift.com/blog/introducing-red-hat-openshift-service-on-aws:
  addition_method: manual
  content_hash: 43a986d355a15d78f197233b53e6fcce78679ad88f9fd5ffa5e10982ea5dad69
  description: ''
  health_score: 100.0
  last_checked: 1779029322.987444
  stars: 0
  status: online
  title: 'openshift.com: Introducing Red Hat OpenShift Service on AWS'
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/blog/introducing-the-quarkus-helm-chart:
  addition_method: manual
  content_hash: 31cfde9c1d31e9d8056f74598328ff7e112efa52db4caa9d26f32a470879713c
  description: ''
  health_score: 100.0
  last_checked: 1779033243.978408
  stars: 0
  status: online
  title: 'openshift.com: Introducing the Quarkus Helm Chart'
  v1_locations:
  - docs/helm.md
  year: N/A
https://www.openshift.com/blog/introduction-to-kraken-a-chaos-tool-for-openshift/kubernetes:
  addition_method: manual
  content_hash: 9e70db495a14ef3500a8dc40ce8ed972e4b70affbd0d0312625364d942dcc08e
  description: ''
  health_score: 100.0
  last_checked: 1779031458.772385
  stars: 0
  status: online
  title: 'openshift.com: Introduction to Kraken, a Chaos Tool for OpenShift/Kubernetes'
  v1_locations:
  - docs/chaos-engineering.md
  year: N/A
https://www.openshift.com/blog/is-your-operator-air-gap-friendly:
  addition_method: manual
  content_hash: 04bd8fbb9195f7594f7bf2939be0e37abb637d17b0051439fdce4ea80f2421c7
  description: ''
  health_score: 100.0
  last_checked: 1779030681.059905
  stars: 0
  status: online
  title: 'openshift.com: Is your Operator Air-Gap Friendly?'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://www.openshift.com/blog/jenkins-pipelines:
  addition_method: manual
  content_hash: df8a729b78f268917bf2a858715092f8bf7950200bda029abc669f7d5103d496
  description: ''
  health_score: 100.0
  last_checked: 1779032159.833297
  stars: 0
  status: online
  title: 'Simply Explained: OpenShift and Jenkins Pipelines'
  v1_locations:
  - docs/openshift-pipelines.md
  year: N/A
https://www.openshift.com/blog/k8s-integrity-shield-tech-preview-protecting-the-integrity-of-kubernetes-resources-with-signature:
  addition_method: manual
  content_hash: 2e900288cf03c4dceb4170d9d729cd16c61517189fef44d34c82d03e011d944c
  description: ''
  health_score: 100.0
  last_checked: 1779030883.119138
  stars: 0
  status: online
  title: 'opensift.com: K8s Integrity Shield (tech-preview): Protecting the Integrity''
    of Kubernetes Resources with Signature'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.openshift.com/blog/keep-your-applications-secure-with-automatic-rebuilds:
  addition_method: manual
  content_hash: 272749d767d79809c6cd02fd115307889f38955457687bafcdcd6cfb4f7c5a1a
  description: ''
  health_score: 100.0
  last_checked: 1779031645.765708
  stars: 0
  status: online
  title: 'openshift.com: Keep Your Applications Secure With Automatic Rebuilds'
  v1_locations:
  - docs/ocp4.md
  - docs/registries.md
  year: N/A
https://www.openshift.com/blog/kubernetes-1.21-grows-innovative-new-features:
  addition_method: manual
  content_hash: f57025183b2b9d5e5dc528d4b7f75f07672d17ed06b0a91c02421b650a52c46d
  description: ''
  health_score: 100.0
  last_checked: 1779030979.843906
  stars: 0
  status: online
  title: 'openshift.com: Kubernetes 1.21 Grows Innovative New Features'
  v1_locations:
  - docs/kubernetes-releases.md
  year: N/A
https://www.openshift.com/blog/kubernetes-ingress-vs-openshift-route:
  addition_method: manual
  content_hash: 6ba0ecf393d97cbf0f4a78f42a31355275317adb6d8f358b5dd633242956a429
  description: ''
  health_score: 100.0
  last_checked: 1779033567.458109
  stars: 0
  status: online
  title: 'openshift.com: Kubernetes Ingress vs OpenShift Route'
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/blog/kubernetes-is-removing-docker-support-kubernetes-is-not-removing-docker-support:
  addition_method: manual
  content_hash: 0a94b94971963699af968b3ab2ca2351f268d4113afe78a305a34e4c62fcd9c7
  description: ''
  health_score: 100.0
  last_checked: 1779034497.735586
  stars: 0
  status: online
  title: 'openshift.com: Kubernetes is Removing Docker Support, Kubernetes is Not''
    Removing Docker Support'
  v1_locations:
  - docs/kubernetes-releases.md
  year: N/A
https://www.openshift.com/blog/leveraging-the-crunchy-postgresql:
  addition_method: manual
  content_hash: 925eb4cd18a3dc64206273aecc2acb2b2a7c09f03677b57bcb416e9b06f8d7f2
  description: ''
  health_score: 100.0
  last_checked: 1779034482.795309
  stars: 0
  status: online
  title: Crunchy PostgreSQL and Openshift
  v1_locations:
  - docs/crunchydata.md
  year: N/A
https://www.openshift.com/blog/metrics-driven-pod-constraints:
  addition_method: manual
  content_hash: 0a662313b706b0db0a0d9de6e68359f9965638852dabfec409e2fc972ce949f9
  description: ''
  health_score: 100.0
  last_checked: 1779033903.77068
  stars: 0
  status: online
  title: 'openshift.com: Metrics-Driven Pod Constraints'
  v1_locations:
  - docs/grafana.md
  year: N/A
https://www.openshift.com/blog/metro-area-openshift-stretch-cluster-how-to-survive-an-outage-and-live-to-tell-about-it:
  addition_method: manual
  content_hash: 69be44ca940de07f3b3c9a4407897b0aeb82adf6d463a1a864c66c88f0dbce3c
  description: ''
  health_score: 100.0
  last_checked: 1779033809.040644
  stars: 0
  status: online
  title: 'blog.openshift.com: How to survive an outage and live to tell about it!'
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://www.openshift.com/blog/modern-application-development-with-kong-konnect-enterprise-and-red-hat-openshift:
  addition_method: manual
  content_hash: 88e397d3690e9afccdcbcf484199bdc1c2816b423b01d50a3fa0622e61bcac3c
  description: ''
  health_score: 100.0
  last_checked: 1779029252.078857
  stars: 0
  status: online
  title: 'openshift.com: Modern Application Development With Kong Konnect Enterprise''
    and Red Hat OpenShift'
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://www.openshift.com/blog/monitoring-infrastructure-openshift-4.x-using-zabbix-operator:
  addition_method: manual
  content_hash: 7b797b937e6db80a3393bded93ae24731ab99fd7708b19461509928c81ccf6f0
  description: ''
  health_score: 100.0
  last_checked: 1779031507.712733
  stars: 0
  status: online
  title: 'openshift.com: Monitoring Infrastructure Openshift 4.x Using Zabbix Operator'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.openshift.com/blog/monitoring-services-like-an-sre-in-openshift-servicemesh:
  addition_method: manual
  content_hash: a62456311a164aa37fe37dce86cf29a60ef33257d98c1111f65d0fb6f0560b67
  description: ''
  health_score: 100.0
  last_checked: 1779034105.200744
  stars: 0
  status: online
  title: Monitoring Services like an SRE in OpenShift ServiceMesh
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.openshift.com/blog/monitoring-services-like-an-sre-in-openshift-servicemesh-part-2-collecting-standard-metrics-3:
  addition_method: manual
  content_hash: 2c10c48b25c03feed384245ab2d9a64cf505172a4adfabed509a0d2a1f4409a2
  description: ''
  health_score: 100.0
  last_checked: 1779032376.804986
  stars: 0
  status: online
  title: "openshift.com: Monitoring Services like an SRE in OpenShift ServiceMesh'
    Part 2: Collecting Standard Metrics \U0001F31F"
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.openshift.com/blog/nested-openshift-using-openshift-virtualization:
  addition_method: manual
  content_hash: 311de8c3f50f666513801fc86231ae30b6d1ea36d321199df0f954a97ad5fe5c
  description: ''
  health_score: 100.0
  last_checked: 1779032017.787861
  stars: 0
  status: online
  title: 'openshift.com: Nested OpenShift using OpenShift Virtualization'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/network-policies-controlling-cross-project-communication-on-openshift:
  addition_method: manual
  content_hash: 6da324dcde9d8125e6661db743d26ba25ae5cbbe794f1ae86b9f069f91aca4f3
  description: ''
  health_score: 100.0
  last_checked: 1779031752.885708
  stars: 0
  status: online
  title: 'openshift.com: Network Policies: Controlling Cross-Project Communication''
    on OpenShift'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.openshift.com/blog/networkpolicies-and-microsegmentation:
  addition_method: manual
  content_hash: 0db7c2a94fce7a1df4c723bdd14bf0092555255dc990d68ec4c0961fa09ababb
  description: ''
  health_score: 100.0
  last_checked: 1779030847.274727
  stars: 0
  status: online
  title: NetworkPolicies and Microsegmentation
  v1_locations:
  - docs/openshift.md
  year: N/A
? https://www.openshift.com/blog/ocp-disaster-recovery-part-3-recovering-an-openshift-4-ipi-cluster-with-the-loss-of-two-master-nodes
: addition_method: manual
  content_hash: b4552fe8e6725393e8e877fe4c44c1fea547c18b876906ed3fa32bf3bab8ee55
  description: ''
  health_score: 100.0
  last_checked: 1779034273.414554
  stars: 0
  status: online
  title: "openshift.com: OCP Disaster Recovery Part 3: Recovering an OpenShift 4 IPI'
    cluster With the Loss of Two Master Nodes \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/openshift-4-image-builds:
  addition_method: manual
  content_hash: d03f73ff596318210ff4c34fb2fadadbef6382904312f0ff8070e287133b75ef
  description: ''
  health_score: 100.0
  last_checked: 1779029863.44083
  stars: 0
  status: online
  title: Openshift 4 image builds
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/openshift-4.5-node-improvements:
  addition_method: manual
  content_hash: 5090e6279fafe37a48bb898df7b0e4e31bd0fe9a6b26f7ec92f8791332c0c9d1
  description: ''
  health_score: 100.0
  last_checked: 1779033619.65161
  stars: 0
  status: online
  title: 'OpenShift 4.5: Node Improvements'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/openshift-and-network-security-zones-coexistence-approaches:
  addition_method: manual
  content_hash: 9f161c0cbefe6c6cdae67be6897b6f6a98849f689a2e8cd0e1064d13ed53bce6
  description: ''
  health_score: 100.0
  last_checked: 1779030119.436175
  stars: 0
  status: online
  title: "OpenShift and Network Security Zones: Coexistence Approaches \U0001F31F\U0001F31F\U0001F31F"
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/blog/openshift-architectures-for-the-edge-with-openshift-4.6:
  addition_method: manual
  content_hash: 3095088cd6c2065a3bd6bd69067ff7cb70b47bc8cd4b0dc1f279e6e319b7d752
  description: ''
  health_score: 100.0
  last_checked: 1779033336.273252
  stars: 0
  status: online
  title: 'openshift.com: OpenShift Architectures for the Edge With OpenShift 4.6'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/openshift-authentication-integration-with-argocd:
  addition_method: manual
  content_hash: e3cd8b0cf801676c7c037b83a373e698c4054914d849b7242e1f298dd3d2d50f
  description: ''
  health_score: 100.0
  last_checked: 1779032362.549113
  stars: 0
  status: online
  title: 'openshift.com: OpenShift Authentication Integration with ArgoCD'
  v1_locations:
  - docs/argo.md
  year: N/A
? https://www.openshift.com/blog/openshift-commons-briefing-k8gb-kubernetes-global-balancer-with-yuri-tsarev-absa-and-paul-morie-red-hat
: addition_method: manual
  content_hash: b4bc1fd934f2c7e9dd07f01911aee03310b41d340548801cc08a0fae57a08f94
  health_score: 100.0
  last_checked: 1779033140.973721
  v1_locations:
  - docs/kubernetes-networking.md
https://www.openshift.com/blog/openshift-databases-and-you-when-to-put-containerized-database-workloads-on-openshift:
  addition_method: manual
  content_hash: 2b8807cbc40eb4f0cc73eb9075eb5b0157117bc9444bea8e5913032da0b7c3f5
  description: ''
  health_score: 100.0
  last_checked: 1779034101.624629
  stars: 0
  status: online
  title: "openshift.com: OpenShift, Databases and You: When to Put Containerized Database'
    Workloads on OpenShift \U0001F31F"
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.openshift.com/blog/openshift-end-to-end-cluster-customization:
  addition_method: manual
  content_hash: 2432c7a76162f80deeb17aa43c397342e5146aa980cb09761e78ed6754989bde
  description: ''
  health_score: 100.0
  last_checked: 1779034232.997239
  stars: 0
  status: online
  title: "OpenShift End-to-End: **Day 2** - Cluster Customization \U0001F31F"
  v1_locations:
  - docs/devops.md
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/openshift-end-to-end-core-services:
  addition_method: manual
  content_hash: 4d4c85b81c9458efb5d91e59f6812da5244ac63385f806ca5d76513660436fe5
  description: ''
  health_score: 100.0
  last_checked: 1779032902.616313
  stars: 0
  status: online
  title: 'OpenShift End-to-End: **Day 1** - Core Services'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/openshift-end-to-end-plan-and-deploy:
  addition_method: manual
  content_hash: f77047f1f8303f7f2d28d2c391bacdab1622f5236d1b526e1535bbd99c9910bb
  description: ''
  health_score: 100.0
  last_checked: 1779032050.877225
  stars: 0
  status: online
  title: 'OpenShift End-to-End: **Day 0** - Plan and Deploy'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/openshift-on-arm-developer-preview-now-available-for-aws:
  addition_method: manual
  content_hash: 1817e556c8d3d752e82f5c3e72ebbed8392558aa140099a39b07e82ff4ca09a8
  description: ''
  health_score: 100.0
  last_checked: 1779030554.916628
  stars: 0
  status: online
  title: 'openshift.com: OpenShift on ARM Developer Preview Now Available for AWS'
  v1_locations:
  - docs/ocp4.md
  year: N/A
? https://www.openshift.com/blog/openshift-pipelines-advanced-triggers-part-1-triggering-different-project-builds-in-the-same-repository
: addition_method: manual
  content_hash: f7339e122ffe0d6338cb355743e17810d2d7e52b106f93ed79061eddf32f7744
  description: ''
  health_score: 100.0
  last_checked: 1779030806.080262
  stars: 0
  status: online
  title: 'openshift.com: OpenShift Pipelines Advanced Triggers Part 1 - Triggering''
    Different Project Builds in the Same Repository'
  v1_locations:
  - docs/openshift-pipelines.md
  year: N/A
https://www.openshift.com/blog/openshift-pipelines-and-openshift-gitops-are-now-generally-available:
  addition_method: manual
  content_hash: d2456cb8028fcaae9fe1d967615a516f9bb50972c7a8d1d13d4287923527d9f0
  description: ''
  health_score: 100.0
  last_checked: 1779034152.869644
  stars: 0
  status: online
  title: "openshift.com: OpenShift Pipelines and OpenShift GitOps are now Generally'
    Available \U0001F31F"
  v1_locations:
  - docs/gitops.md
  year: N/A
https://www.openshift.com/blog/openshift-pipelines-jenkins-blue-ocean:
  addition_method: manual
  content_hash: 2ee94915417fd0722a571f8be103630d1d8055c294a3438c62eefb2431eb21e5
  description: ''
  health_score: 100.0
  last_checked: 1779030854.652301
  stars: 0
  status: online
  title: "OpenShift Pipelines with Jenkins Blue Ocean \U0001F31F"
  v1_locations:
  - docs/demos.md
  - docs/openshift-pipelines.md
  year: N/A
https://www.openshift.com/blog/openshift-security-best-practices-for-kubernetes-cluster-design:
  addition_method: manual
  content_hash: 372317bd69386f3430e9bc940564f83547b224e66b8969abce36dcda6d50c39a
  description: ''
  health_score: 100.0
  last_checked: 1779030436.617232
  stars: 0
  status: online
  title: "openshift.com: OpenShift Security Best Practices for Kubernetes Cluster'
    Design \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/openshift-upi-using-static-ips:
  addition_method: manual
  content_hash: ece0bb26b37b9b65fa7838a36e6ed1b0487a81c31cc41dbb24471ddc85dc561c
  description: ''
  health_score: 100.0
  last_checked: 1779032556.450846
  stars: 0
  status: online
  title: 'openshift.com: OpenShift UPI using static IPs'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/operator-based-calico-cni-plug-in-is-supported-on-openshift-4:
  addition_method: manual
  content_hash: c08fbc619d8218d617d6d695662c70bbeca47af717b17f045376171a0333074c
  description: ''
  health_score: 100.0
  last_checked: 1779032227.880125
  stars: 0
  status: online
  title: "Operator-based Calico CNI Plug-In is Supported on OpenShift 4 \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/our-favorite-things-from-gitops-con-at-kubecon-eu:
  addition_method: manual
  content_hash: 2c15efdc952f5c052e9ddbc82c04a120c32e436c6917f713de423d476c8e73b1
  description: ''
  health_score: 100.0
  last_checked: 1779033416.074417
  stars: 0
  status: online
  title: "openshift.com: Our Favorite Things from GitOps Con at KubeCon EU \U0001F31F"
  v1_locations:
  - docs/gitops.md
  year: N/A
https://www.openshift.com/blog/promoting-container-images-between-registries-with-skopeo:
  addition_method: manual
  content_hash: 75cb215c3aa583c32e7ce70b612236c8a8176a3f6d07a0de311668d2c44f755e
  description: ''
  health_score: 100.0
  last_checked: 1779032337.601621
  stars: 0
  status: online
  title: Promoting container images between registries with skopeo
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.openshift.com/blog/recap-okd-4-testing-and-deployment-workshop-videos-and-additional-resources:
  addition_method: manual
  content_hash: fee35acf155a01819d5a45c9348fc915f33c50e3c99b4e0d3769986b8a085e20
  health_score: 100.0
  last_checked: 1779034326.630887
  status: online
  v1_locations:
  - docs/demos.md
https://www.openshift.com/blog/red-hat-openshift-4.7-is-now-available:
  addition_method: manual
  content_hash: c6f3e1d2627fac2fe7df8d06c0923560a160dba1d0806207f304559d06413c6d
  description: ''
  health_score: 100.0
  last_checked: 1779030199.850265
  stars: 0
  status: online
  title: 'openshift.com: Red Hat OpenShift 4.7 Is Now Available'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/red-hat-openshift-installation-process-experiences-on-ibm-z-linuxone:
  addition_method: manual
  content_hash: 2ef532ba6a277b749d82fc22dbe84087fd2c77a64a9fcc4d45567998ec827b59
  description: ''
  health_score: 100.0
  last_checked: 1779034105.459787
  stars: 0
  status: online
  title: Red Hat OpenShift Installation Process Experiences on IBM Z/LinuxONE
  v1_locations:
  - docs/ibm_cloud.md
  year: N/A
https://www.openshift.com/blog/signing-and-verifying-container-images:
  addition_method: manual
  content_hash: 555ce390b7f66dca0733e5d16c357cf75887a2ad75b41b52012977b3bc288f74
  description: ''
  health_score: 100.0
  last_checked: 1779034110.055942
  stars: 0
  status: online
  title: "openshift.com: Signing and Verifying Container Images \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.openshift.com/blog/simple-canary-deployments-using-kubernetes-statefulsets-on-openshift:
  addition_method: manual
  content_hash: f20214c43b49abda059e660f8343e6da1982b27ef186d5f4a321e419a810e6bc
  description: ''
  health_score: 100.0
  last_checked: 1779033336.564879
  stars: 0
  status: online
  title: 'openshift.com: Simple Canary Deployments using Kubernetes StatefulSets on''
    OpenShift'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.openshift.com/blog/sizing-applications-in-kubernetes:
  addition_method: manual
  content_hash: 2c70c5a4d6f5b349f837d27ee0cccb57c261335c79908fbae1d10c2fd4a5e044
  description: ''
  health_score: 100.0
  last_checked: 1779033950.097047
  stars: 0
  status: online
  title: 'openshift.com: Sizing Applications in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.openshift.com/blog/sso-integration-for-the-openshift-gitops-operator:
  addition_method: manual
  content_hash: 85cf96e8e2342a7525b61b52fdff207f5619df5a2842328d82c175f31c5a03be
  description: ''
  health_score: 100.0
  last_checked: 1779033828.303987
  stars: 0
  status: online
  title: 'openshift.com: SSO Integration for the OpenShift GitOps Operator'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.openshift.com/blog/state-of-openshift-container-storage-eran-tamir-and-duncan-hardie-red-hat:
  addition_method: manual
  content_hash: d7673e3bb4f9faca9b7de6e260bd38ca4b8c63464d0fb8f4f8bd975e5154e7bb
  description: ''
  health_score: 100.0
  last_checked: 1779030248.756037
  stars: 0
  status: online
  title: State of OpenShift Container Storage
  v1_locations:
  - docs/kubernetes-storage.md
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/stateful-workloads-and-the-two-data-center-conundrum:
  addition_method: manual
  content_hash: 8d2d682cec3235b0bdfa9b6b7c4e38cae8f03e7557c8c3cb82b72d897a2a303d
  description: ''
  health_score: 100.0
  last_checked: 1779032018.118424
  stars: 0
  status: online
  title: 'blog.openshift.com: Stateful Workloads and the Two Data Center Conundrum'
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://www.openshift.com/blog/strategies-for-moving-.net-workloads-to-openshift-container-platform:
  addition_method: manual
  content_hash: 6c6b86fd4af57a8e8b103df6ada22e3705f0100770c5ce29ef579c0b70784a76
  description: ''
  health_score: 100.0
  last_checked: 1779034269.854895
  stars: 0
  status: online
  title: 'openshift.com: Strategies for Moving .NET Workloads to OpenShift Container''
    Platform'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/the-hidden-dangers-of-terminating-namespaces:
  addition_method: manual
  content_hash: bee95f98ae9b2aadd267586725c45cfb9a9005300b7ae3fa614939f815e965f1
  description: ''
  health_score: 100.0
  last_checked: 1779032889.117785
  stars: 0
  status: online
  title: "openshift.com: The Hidden Dangers of Terminating Namespaces \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.openshift.com/blog/topology-aware-scheduling-in-kubernetes-part-1-the-high-level-business-case:
  addition_method: manual
  content_hash: 9526dd8349b8dcddcd78147cb36d2bd7fc37cbc5ad6dca5eef936de41be98884
  description: ''
  health_score: 100.0
  last_checked: 1779032282.845501
  stars: 0
  status: online
  title: 'openshift.com: Topology Aware Scheduling in Kubernetes Part 1: The High''
    Level Business Case'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.openshift.com/blog/topology-awareness-in-kubernetes-part-2-dont-we-already-have-a-topology-manager:
  addition_method: manual
  content_hash: 3573a50ff3b720f56e50a0ee6745dc542dd003a093d0ce71f0ba82bf295d5845
  description: ''
  health_score: 100.0
  last_checked: 1779032518.953128
  stars: 0
  title: 'openshift.com: Topology Awareness in Kubernetes Part 2: Don’t we already''
    have a Topology Manager?'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.openshift.com/blog/using-openshift-pipelines-to-automate-red-hat-advanced-cluster-security-for-kubernetes:
  addition_method: manual
  content_hash: 9340ad4a40a75d285ea388d02da83f0c2a2853d1ea989303a6f0da3b32eddb1c
  description: ''
  health_score: 100.0
  last_checked: 1779034034.975044
  stars: 0
  status: online
  title: 'openshift.com: Using OpenShift Pipelines to Automate Red Hat Advanced Cluster''
    Security for Kubernetes'
  v1_locations:
  - docs/openshift-pipelines.md
  year: N/A
? https://www.openshift.com/blog/using-vpc-peering-to-connect-an-openshift-service-on-an-aws-rosa-cluster-to-an-amazon-rds-mysql-database-in-a-different-vpc
: addition_method: manual
  content_hash: 9c7d330168ea65643ba110589e033c2d478a280f2a9cc3024294f25f69ea80e2
  description: ''
  health_score: 100.0
  last_checked: 1779029174.297653
  stars: 0
  status: online
  title: 'openshift.com: Using VPC Peering to Connect an OpenShift Service on an AWS''
    (ROSA) Cluster to an Amazon RDS MySQL Database in a Different VPC'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/visual-web-terminal-a-turbocharged-command-line-for-kubernetes-and-openshift:
  addition_method: manual
  content_hash: 934fcecb0dfc246f50828a41edf9e4320da7cbe8137bff41430b0cb955376e5c
  description: ''
  health_score: 100.0
  last_checked: 1779030085.135532
  stars: 0
  status: online
  title: 'openshift.com: Visual Web Terminal - A Turbocharged Command Line for Kubernetes''
    and OpenShift'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://www.openshift.com/blog/why-and-when-you-need-to-consider-openshift-serverless:
  addition_method: manual
  content_hash: 9b150c5d85e07fc0130098f83a95129c5cdb8458f29177bd6fa5eaded7981e18
  description: ''
  health_score: 100.0
  last_checked: 1779032798.243514
  stars: 0
  status: online
  title: 'openshift.com: Why and When you need to consider OpenShift Serverless'
  v1_locations:
  - docs/serverless.md
  year: N/A
https://www.openshift.com/blog/workload-support-for-red-hat-openshift-matures-across-the-industry:
  addition_method: manual
  content_hash: 86213dee3335e4c15312fecd9917decc2d03788e27997e9321a93b03158f0c0c
  description: ''
  health_score: 100.0
  last_checked: 1779034292.263496
  stars: 0
  status: online
  title: 'openshift.com: Workload Support for Red Hat OpenShift Matures Across the''
    Industry'
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/blog/writing-customized-reports-using-metering-operator:
  addition_method: manual
  content_hash: d1d47b04a4658d4753fd1553d78e684997447a318f3224cec62168d4083df968
  description: ''
  health_score: 100.0
  last_checked: 1779034487.160839
  stars: 0
  status: online
  title: Writing Customized Reports Using Metering Operator
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.openshift.com/devops-with-openshift:
  addition_method: manual
  content_hash: 3081c1fe08a7dfade84cec32c3e37c447fac4b6c4062a0fe0e9e4d932558eb22
  description: ''
  health_score: 100.0
  last_checked: 1779029142.655663
  stars: 0
  title: 'O''Reilly Free Book: **DevOps with OpenShift**'
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/for-developers:
  addition_method: manual
  content_hash: dd5d47c8abc7b4050fd52064c5f2fc7a8a26ff3461e1ba68561e8a4c6a05a58e
  description: ''
  health_score: 100.0
  last_checked: 1779031902.550217
  stars: 0
  title: 'O''Reilly Free Book: **Openshift for developers**'
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/learn/topics/gitops:
  addition_method: manual
  content_hash: e44dc36e333b176473136ac5ee9b492a09cc920f4bdc77f39b1dd6e9c63ea30d
  description: ''
  health_score: 100.0
  last_checked: 1779031410.870979
  stars: 0
  status: online
  title: "openshift.com: What is GitOps? \U0001F31F"
  v1_locations:
  - docs/gitops.md
  year: N/A
https://www.openshift.com/learn/topics/operators:
  addition_method: manual
  content_hash: 57635abb8bd884b4fa7cdb8001bbc89bb3f6fecb8b9469bbf97deeafc1e10b6d
  description: ''
  health_score: 100.0
  last_checked: 1779032732.272957
  stars: 0
  status: online
  title: Operator Framework
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/learn/topics/pipelines:
  addition_method: manual
  content_hash: 0ae24e874bccb6e6a54f3c826d3ec61e4fb4a0666ea5f015f1031ebaefd42a29
  description: ''
  health_score: 100.0
  last_checked: 1779030711.077609
  stars: 0
  status: online
  title: OpenShift Tekton pipelines
  v1_locations:
  - docs/tekton.md
  year: N/A
https://www.openshift.com/learn/topics/serverless:
  addition_method: manual
  content_hash: f5a4e64da2dd2fc9d00d399aa0a830db8046f0ae3a5e9296f9f21eb54d9ca0ad
  description: ''
  health_score: 100.0
  last_checked: 1779029689.251149
  stars: 0
  status: online
  title: OpenShift Serverless
  v1_locations:
  - docs/ocp4.md
  - docs/serverless.md
  year: N/A
https://www.openshift.com/products/amazon-openshift/faq:
  addition_method: manual
  content_hash: 1fa491ba2ff1ca75e134bbb9950c9a3bd814a897215f7d63e1b24e4fd12d55a0
  description: ''
  health_score: 100.0
  last_checked: 1779031596.280441
  stars: 0
  status: online
  title: Amazon Red Hat OpenShift
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/products/azure-openshift:
  addition_method: manual
  content_hash: 5597c91ac146a5534036646e8763c802581ed0c1b4d707d4b9a278ba6800abb1
  description: ''
  health_score: 100.0
  last_checked: 1779031103.33032
  stars: 0
  status: online
  title: Microsoft Azure Red Hat OpenShift
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/products/container-storage:
  addition_method: manual
  content_hash: 8b6ab2b3f82018ff939617c580d840b14244594de646b661dd86bf6ffe03d0bf
  description: ''
  health_score: 100.0
  last_checked: 1779030708.996112
  stars: 0
  status: online
  title: Red Hat OpenShift Container Storage 4
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/products/dedicated:
  addition_method: manual
  content_hash: 5ee3b6e8b20348bc11296664ef0683d9abd29a36c0475b78252821dbd9f2fdb3
  description: ''
  health_score: 100.0
  last_checked: 1779033258.81832
  stars: 0
  status: online
  title: OpenShift Dedicated
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/products/online:
  addition_method: manual
  content_hash: 6e0200d0b18c6244f741adf057afcffe282367ad85374596f9b52f24f184cdc2
  description: ''
  health_score: 100.0
  last_checked: 1779030172.408147
  stars: 0
  status: online
  title: OpenShift Online
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.openshift.com/products/platform-plus:
  addition_method: manual
  content_hash: 1fda2cc748676e1956e360287943dcaf4a7b231c398714ae28f4ff9a78fff2c1
  description: ''
  health_score: 100.0
  last_checked: 1779031438.125968
  stars: 0
  status: online
  title: "Red Hat OpenShift Platform Plus \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.openshift.com/products/pricing:
  addition_method: manual
  content_hash: b98ed1981f7a6681d9721ecd628a881846d748df16eb39a27d4712299f6d5706
  description: ''
  health_score: 100.0
  last_checked: 1779032950.281672
  stars: 0
  status: online
  title: Openshift.com pricing
  v1_locations:
  - docs/public-cloud-solutions.md
  year: N/A
https://www.openshift.com/products/quay:
  addition_method: manual
  content_hash: 27b475eb5311bb6cc14594de31047b6ed11318fbcb574bf79993881be5aaf20c
  description: ''
  health_score: 100.0
  last_checked: 1779033503.926871
  stars: 0
  status: online
  title: Quay 3.1 Certified Operator is not available in Openshift and must be purchased
  v1_locations:
  - docs/ocp4.md
  - docs/registries.md
  year: N/A
https://www.opensourceforu.com/2021/12/kubernetes-adoption-widespread-for-big-data-survey/?amp:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Details industry survey results illustrating the widespread migration
    of Big Data and stateful analytics workloads onto Kubernetes. Shows the transition
    from static, dedicated bare-metal clusters to dynamic, container-orchestrated
    platforms. Live Grounding confirms this historical trajectory has culminated in
    2026, where cloud-native orchestration is the unquestioned standard for running
    Spark, Flink, and ML training pipelines.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Data & AI
  - Market Analysis
  - Adoption Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensourceforu.com: Kubernetes Adoption Widespread for Big Data: Survey'
  addition_method: manual
  v2_locations:
  - kubernetes-bigdata.md
https://www.opensourceforu.com/2023/10/embracing-progressive-delivery-in-kubernetes-with-gitops:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Detailing structural implementations of progressive delivery, such as
    automated canaries, A/B testing, and blue-green rollouts, working in tandem with
    GitOps tools (like Flagger or Argo Rollouts) to control application lifecycle
    safety dynamically.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - Progressive Delivery
  - GitOps Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opensourceforu.com: Embracing Progressive Delivery In Kubernetes With GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.opensourcerers.org/2021/02/01/how-to-go-from-docker-to-kubernetes-the-right-way:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive migration roadmap targeting teams transitioning from
    local Docker-centric environments to multi-node Kubernetes topologies. Focuses
    on rewriting network exposes, volume mounts, and orchestrating stateful workloads.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Migration
  - Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "opensourcerers.org: How to go from Docker to Kubernetes the right way \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.opsmx.com/blog/blue-green-deployment:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An introductory primer defining the operational mechanics of blue-green
    architectures. Focuses on setting up mirrored hosting environments, routing configurations,
    and robust database rollback plans.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Deployment & Delivery
  - Deployment Strategies
  - Blue-Green & Canary
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'opsmx.com: What is Blue Green Deployment ?'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.opsmx.com/blog/deploy-spinnaker-cd-pipelines-in-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step configuration guide illustrating Spinnaker deployment
    within a target Kubernetes cluster using the Spinnaker Operator. Outlines how
    to define cloud providers and manage internal persistence layers for pipeline
    reliability.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - Continuous Deployment
  - Spinnaker Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Deploy Spinnaker CD Pipelines in Kubernetes
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.opsmx.com/blog/what-is-a-ci-cd-pipeline:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details CI/CD pipeline structures with a strong focus on verification
    gates and multi-environment promotion. Highlights techniques used to scale deployments
    securely while mitigating environmental divergence.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opsmx.com: What is a CI/CD Pipeline ?'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.opsmx.com/blog/what-is-chaos-engineering:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An introductory overview defining chaos engineering principles and lifecycle.
    Explains the process of forming a steady-state hypothesis, orchestrating failure
    experiments (such as resource spikes or network drops), and analyzing output telemetry
    to continuously harden cloud workloads.
  language: English
  resource_type: Introductory Article
  complexity: Beginner
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opsmx.com: What is Chaos Engineering?'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://www.opsview.com/product/system-monitoring/application/jenkins-monitoring:
  addition_method: manual
  content_hash: 72d77629101b71609f6ba2cb7b125994af72b1ea8b8e21f0f097b193199af094
  description: ''
  health_score: 100.0
  last_checked: 1779029635.343159
  stars: 0
  status: online
  title: 'opsview.com: opspack'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.optisolbusiness.com/insight/8-core-components-of-microservice-architecture:
  description: "- Service Discovery\n    - Load Balancer\n    - API Gateway\n    -
    Service Registry\n    - Circuit Breaker\n    - Service Monitoring\n    - Service
    Orchestration\n    - Configuration Server"
  year: '2022'
  stars: 4
  ai_summary: Details eight critical components of a microservice architecture, including
    Service Discovery, API Gateways, Service Registries, and Circuit Breakers. Explains
    how these interconnected components work together to provide reliable communication,
    load balancing, and fault isolation in production systems.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Microservices & Distributed Systems
  - Architecture Patterns
  - Component Design
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'optisolbusiness.com: 8 Core Components are Microservices Architecture'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.optisolbusiness.com/insight/implementing-microservices-architecture-in-aks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details blueprint designs for structural microservices running on AKS
    clusters. Reviews optimal container scaling, deployment strategies, and integration
    with container registries (ACR). Guides engineers on transforming multi-container
    apps into production-ready architectures.
  language: Markdown
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Microservices Design
  - Production AKS Deployment
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'optisolbusiness.com: Implementing Microservices Architecture in AKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.oracle.com/cloud/cloud-native/kubernetes-engine:
  addition_method: manual
  content_hash: a594d9f85d0661a7b29ac0d9edbb49244bc80342fdd9dab288523a16f714ce93
  health_score: 100.0
  last_checked: 1779130494.977237
  needs_ai_refresh: true
  v1_locations:
  - docs/matrix-table.md
https://www.oracle.com/cloud/compute/container-engine-kubernetes.html:
  addition_method: manual
  content_hash: b5a8d26567c4a853369c0650012ddf196618c414c8472dca5dc5880d937526f1
  health_score: 100.0
  last_checked: 1779029590.554753
  v1_locations:
  - docs/matrix-table.md
https://www.oracle.com/java/technologies/java-ee-glance.html:
  addition_method: manual
  content_hash: cd76abe66528b4206afcf1cdebe12cd17d4f3bcc0dcfebab0d6e7194cd673225
  health_score: 100.0
  last_checked: 1779032833.042674
  v1_locations:
  - docs/java_frameworks.md
https://www.oracle.com/java/technologies/java-se-glance.html:
  description: '- [blogs.oracle.com: Introducing the Free Java License (Java 17)](https://blogs.oracle.com/cloud-infrastructure/post/introducing-free-java-license)'
  year: '2021'
  stars: 0
  ai_summary: Details Oracle's licensing pivot with the introduction of the No-Fee
    Terms and Conditions (NFTC) license for JDK 17. The analysis explains how this
    license permits free production usage, easing previous compliance friction for
    enterprise environments.
  language: Java
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Ecosystem
  - Licensing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Oracle Java
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.oracle.com/java/technologies/javase/javamanagement.html:
  addition_method: manual
  content_hash: 1b70ca05884f2f4ea505e82d66d35bf733801e866617f5f3583d36275a722c34
  health_score: 100.0
  last_checked: 1779029138.234379
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://www.oracle.com/technetwork/java/javase/overview/index.html:
  addition_method: manual
  content_hash: 11d4e5747140695f67e3b734f6ee864a92d113c2225647f371882ec0a89db96a
  description: ''
  health_score: 100.0
  last_checked: 1779030306.202508
  stars: 0
  status: online
  title: Oracle Java
  v1_locations:
  - docs/java_frameworks.md
  year: N/A
https://www.oraclejavamagazine-digital.com/javamagazine_twitter/20151112?pg=43:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033082.498864
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.oraclejavamagazine-digital.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.orchest.io:
  addition_method: manual
  content_hash: f9bfd3e7f7fc1d830bc04786be45a9fe28af69200690ac144b8c663386a278e8
  description: ''
  health_score: 100.0
  last_checked: 1779030190.264505
  stars: 0
  status: online
  title: orchest.io
  v1_locations:
  - docs/python.md
  year: N/A
https://www.oreilly.com/learning/pivot-tables:
  description: ''
  year: '2017'
  stars: 3
  ai_summary: Curator Insight reviews multi-dimensional aggregation methods using
    Pandas pivot tables. Live Grounding confirms pivot operations remain core practices
    for in-memory data processing, acting as an essential preprocessing step before
    feeding structured datasets into visualization or modeling workflows.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Pandas
  - Data Manipulation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'oreilly.com: how to use pivot tables in Pandas step-by-step'
  addition_method: manual
  v2_locations:
  - python.md
https://www.oreilly.com/radar/the-world-beyond-batch-streaming-101:
  addition_method: manual
  content_hash: 8ddeb4ae8946c19b6906cd24bebad60c3f16bad0ba78f09987e8322e0cd76bd4
  health_score: 100.0
  last_checked: 1779030589.287329
  v1_locations:
  - docs/message-queue.md
  - docs/other-awesome-lists.md
  is_special: true
https://www.oscarblancarteblog.com/2018/06/25/creando-un-api-rest-en-java-parte-1:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A fundamental Spanish-language walkthrough on implementing RESTful endpoints
    using Java JAX-RS or Spring Boot. Details the structural setup, HTTP method mapping,
    and architectural guidelines for request-response serialization.
  language: Spanish
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java
  - REST APIs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Creando un API REST en Java (parte 1)
  addition_method: manual
  v2_locations:
  - api.md
https://www.osohq.com/post/microservices-authorization-patterns:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores decoupling and centralizing authorization strategies inside
    distributed microservices. Examines architectural trade-offs between gateway enforcement,
    token-based verification at the edge, and dynamic, decentralized policy engines
    (such as Open Policy Agent or Oso). Essential design patterns for low-latency,
    high-concurrency architectures.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access Management
  - Microservices Authorization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'osohq.com: Patterns for Authorization in Microservices'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.overops.com/blog/strangler-pattern-how-to-keep-sane-with-legacy-monolith-applications:
  addition_method: manual
  content_hash: 25b6cb0a3d732fe9d2d839c83b66da321dc577555d1eb57aa0d46a99ff77c486
  description: ''
  health_score: 100.0
  last_checked: 1779034173.529888
  stars: 0
  status: online
  title: 'overops.com: Strangler Pattern: How to Deal With Legacy Code During the''
    Container Revolution'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.ovh.com/blog/getting-external-traffic-into-kubernetes-clusterip-nodeport-loadbalancer-and-ingress:
  addition_method: manual
  content_hash: ab75354d83549b2e7c97ac01a784b2967be8a3f84d8bb2c16a339b28e7b25ad5
  description: ''
  health_score: 100.0
  last_checked: 1779032620.529034
  stars: 0
  status: online
  title: 'ovh.com - getting external traffic into kubernetes: clusterip, nodeport,''
    loadbalancer and ingress'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.p3r.one/delete-terminating-namespace:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029465.027968
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'p3r.one: Delete namespace stuck in Terminating State'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering p3r.one:
    Delete namespace stuck in Terminating State in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.packer.io/docs/index.html:
  addition_method: manual
  content_hash: 636fccf54020c486b56e93562c17b639c0053e63b6338782dd33e04842a4ca7e
  description: ''
  health_score: 100.0
  last_checked: 1779029796.825553
  stars: 0
  status: online
  title: packer.io docs
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.packet.com/resources/guides/kubernetes-cluster-autoscaler-on-packet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033511.103468
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'packet.com: Kubernetes Cluster Autoscaler'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering packet.com:
    Kubernetes Cluster Autoscaler in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.packetcoders.io/the-beginners-guide-to-the-ansible-inventory:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive primer exploring how to declare, structure, and organize
    Ansible inventories. Covers standard INI and YAML file declarations, host-group
    structures, nested grouping, and introductory dynamic inventory strategies.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: The Beginner’s Guide to the Ansible Inventory
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
  - ansible.md
https://www.packetswitch.co.uk/terraform-is-good-but-i-like-pulumi:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A platform practitioner's case study demonstrating the developer experience
    advantages of using Pulumi over Terraform, specifically praising testability and
    modular software abstractions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Multi-Cloud Provisioning
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'packetswitch.co.uk: Terraform is Good, but I Like Pulumi'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://www.padok.fr/en/blog/efs-provisioner-kubernetes:
  addition_method: manual
  content_hash: 8f481794f56a687f509260d6aeaec3cbd2674a1d56704c441762b40f8c3c8166
  description: ''
  health_score: 100.0
  last_checked: 1779032236.971397
  stars: 0
  status: online
  title: Kubernetes PVCs with EFS provisioner
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.padok.fr/en/blog/finops-cloud:
  addition_method: manual
  content_hash: f4b3665f005183e1b02d3801f75ca718a5441daaa85ddb1fd3ff501829c0f9ac
  description: ''
  health_score: 100.0
  last_checked: 1779033170.273067
  stars: 0
  status: online
  title: 'padok.fr: FinOps, or the Culture of Cloud Cost Optimization'
  v1_locations:
  - docs/finops.md
  year: N/A
https://www.padok.fr/en/blog/kubeadm-kubernetes-cluster:
  addition_method: manual
  ai_summary: An architectural walk-through showing how to configure a multi-node
    bare-metal Kubernetes cluster from scratch using kubeadm. Highlights operational
    choices regarding container runtimes, networking (CNI), and load balancers to
    simulate cloud-like elasticity on physical hardware.
  complexity: Intermediate
  content_hash: fb3cc6d0f4ae96907940fb40cd0e1c1baa76c360ab25cf070ed17988cef8363b
  description: ''
  health_score: 100.0
  hierarchy:
  - Infrastructure
  - Cluster Provisioning
  - Kubeadm Guides
  is_microservice: false
  language: English
  last_checked: 1779032051.462466
  resource_type: Blog
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: Set up a Bare Metal Kubernetes cluster with
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
https://www.padok.fr/en/blog/kubectl-plugins:
  addition_method: manual
  content_hash: 2cbe8fdde3ed41c856d09ba9ccf708b060d4505331c707c93f28483e6b52717c
  description: ''
  health_score: 100.0
  last_checked: 1779034456.492004
  stars: 0
  status: online
  title: 'padok.fr: Getting started with kubectl plugins'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.padok.fr/en/blog/kubernetes-architecture-clusters:
  addition_method: manual
  content_hash: d5ca82143fe06ce71bbd743dc473b4d1a4adfdcdd606e3282917e33df18db35f
  description: ''
  health_score: 100.0
  last_checked: 1779034571.957895
  stars: 0
  status: online
  title: "padok.fr: Kubernetes’ Architecture: Understanding the components and structure'
    of clusters \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.padok.fr/en/blog/kubernetes-productivity-tips:
  addition_method: manual
  content_hash: fb3cc6d0f4ae96907940fb40cd0e1c1baa76c360ab25cf070ed17988cef8363b
  description: ''
  health_score: 100.0
  last_checked: 1779031478.760564
  stars: 0
  status: online
  title: "Kubernetes productivity tips and tricks \U0001F31F"
  v1_locations:
  - docs/kubectl-commands.md
  year: N/A
https://www.padok.fr/en/blog/kubernetes-secrets:
  addition_method: manual
  content_hash: 321bf7dc72761938ff09274d46999376f5442bfbd320969df46d9a03ab79ac38
  description: ''
  health_score: 100.0
  last_checked: 1779030006.466385
  review_metadata:
    original_url: https://www.padok.fr/en/blog/kubernetes-secrets
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.958287'
  stars: 0
  status: online
  title: "Hands on your first Kubernetes secrets \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://www.padok.fr/en/blog/minikube-kubeadm-kind-k3s:
  addition_method: manual
  content_hash: e3850711a6ebfe201974b43bd41d203d9d23d1bb020220e8af16b0193d0713b2
  description: ''
  health_score: 100.0
  last_checked: 1779031343.05119
  stars: 0
  status: online
  title: 'padok.fr: MiniKube, Kubeadm, Kind, K3S, how to get started on Kubernetes?'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://www.padok.fr/en/blog/templating-openshift-helm-templates:
  addition_method: manual
  content_hash: 7f637c4c269904ec61cd9bee5e3abedf822d8a9f0b636a55c5b0afc980c2ab54
  description: ''
  health_score: 100.0
  last_checked: 1779034423.396052
  stars: 0
  status: online
  title: "Templating on OpenShift: should I use Helm templates or OpenShift templates?'
    \U0001F31F"
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://www.paepper.com/blog/posts/how-to-properly-manage-ssh-keys-for-server-access:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Architectural best practices on ssh key distribution, passphrase policy,
    and SSH certificate authorities. Discusses limitations of manual key sync and
    keys in Git compared to certificate-based solutions.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - SSH Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'paepper.com: How to properly manage ssh keys for server access'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.pakdailytimes.com/2022/12/tcp-packets-traffic-visualization-for.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031693.869379
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pakdailytimes.com: TCP packets traffic visualization for kubernetes by k8spacket''
    and Grafana'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pakdailytimes.com:
    TCP packets traffic visualization for kubernetes by k8spacket'' and Grafana in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.paloaltonetworks.com/blog/2020/10/cloud-iam-misconfiguration-risks:
  description: ''
  addition_method: manual
  content_hash: 7f0027e6e01cbd26838254da847706c7df81a2ee944474ef7bd893463b72dfe3
  health_score: 100.0
  last_checked: 1781429952.328407
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  status: online
  year: '2020'
  stars: 0
  ai_summary: Analyzes the critical risks of overly permissive and misconfigured cloud
    IAM policies across multi-cloud topologies. Details security mechanisms to audit
    privilege escalation, enforce the principle of least privilege, and perform automated
    continuous IAM posture validation. Live grounding highlights these practices as
    foundational pillars within Palo Alto's Prisma Cloud CNAPP stack.
  language: English
  resource_type: Security Blog Post
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Cloud Security
  - Identity & Access Management
  is_microservice: false
  title: 'paloaltonetworks.com: Is Your Organization Protected Against IAM Misconfiguration
    Risks?'
https://www.paloaltonetworks.com/prisma/cloud:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Historically Twistlock, now fully integrated as Palo Alto Networks'
    Prisma Cloud. It represents an enterprise-standard Cloud Workload Protection Platform
    (CWPP) offering container firewalls, active runtime monitoring, vulnerability
    intelligence, and compliance scanning. Essential for unified, large-scale multi-cloud
    infrastructure auditing.
  language: N/A
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Security
  - Cloud Security
  - CWPP Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Twistlock
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.papertrail.com/blog/quick-and-easy-way-to-implement-kubernetes-logging:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores lightweight strategies to stream local container console logs
    directly to Papertrail's managed cloud-native logging endpoints, using minimal
    DaemonSet forwarders to speed up troubleshooting in development environments.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Log Management & Diagnostics
  - Log Aggregation
  - SaaS Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'papertrail.com: Quick and Easy Way to Implement Kubernetes Logging'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.paradigm.net.co:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An open-source development platform designed to facilitate rapid, highly
    structured .NET microservice engineering. Standardizes dependency configurations,
    modular architectures, data mapping protocols, and enterprise repository patterns.
  language: C#
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Software Architecture & .NET Development
  - Web Frameworks
  - Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Paradigm framework
  addition_method: manual
  v2_locations:
  - dotnet.md
https://www.paralus.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Paralus is an open-source tool for managing access to multi-cluster
    Kubernetes environments. Offers a centralized portal for configuring Just-In-Time
    (JIT) access, OIDC integration, auditing, and RBAC synchronization across cloud
    providers.
  language: Go
  resource_type: Web Portal
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - Zero Trust Access
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "paralus.io \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.patreon.com/climagic:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736067.954794
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: CLImagic subscription
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering CLImagic
    subscription in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.patrickkoch.dev/posts/post_31:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the intersection of generative AI and Infrastructure as Code
    by walking through the creation of an AKS (Azure Kubernetes Service) and ACR (Azure
    Container Registry) using GitHub Copilot to accelerate Terraform writing workflows.
  language: HCL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - AI-Assisted IaC
  - AKS & ACR Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'patrickkoch.dev: Terraform on Azure with GitHub Copilot - Creating a Kubernetes
    Cluster and a Container Registry'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.payara.fish:
  addition_method: manual
  content_hash: 87322dcd1559ab59f1ea33673831be47e1d78714c6e3e03eb9f66248778d30f7
  description: ''
  health_score: 100.0
  last_checked: 1779032291.357623
  stars: 0
  status: online
  title: Payara
  v1_locations:
  - docs/java_app_servers.md
  - docs/java_frameworks.md
  year: N/A
https://www.paystream.co.uk/helphub/umbrella/getting-started/what-is-an-umbrella-company:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An essential guide clarifying the regulatory framework of UK Umbrella
    Companies under IR35 tax legislation. It explains employer payroll obligations,
    PAYE calculations, and tax-efficient strategies. Live grounding confirms its vital
    role as an educational reference for engineers operating in the UK contract market.
  language: English
  resource_type: Guide/Legal
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Legal Compliance
  - UK Contracting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'paystream.co.uk: What is an umbrella company?'
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.paystream.co.uk/umbrella/what-is-an-umbrella-company:
  addition_method: manual
  content_hash: ec9bbf5f36cfde6f33cf0f81fd07de3a91ef1acb60c985b9301ce1a6c107c4da
  description: ''
  health_score: 100.0
  last_checked: 1779030426.746915
  stars: 0
  status: online
  title: 'paystream.co.uk: What is an umbrella company?'
  v1_locations:
  - docs/freelancing.md
  year: N/A
https://www.peerspot.com/categories/application-performance-monitoring-apm-and-observability:
  addition_method: manual
  content_hash: dee92bbbc005d1da3795a49eb09b31b2a67a6bba895356b3bb7305184f94d174
  health_score: 100.0
  last_checked: 1779130495.033787
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://www.peerspot.com/categories/java-frameworks:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A curated directory compiling enterprise evaluations and peer reviews
    of leading Java frameworks. It contrasts Spring, Jakarta EE, Quarkus, and Micronaut
    along critical axes such as developer experience, memory footprint, cold-start
    latencies, and containerization maturity.
  language: Java
  resource_type: Market Review
  complexity: Beginner
  hierarchy:
  - Enterprise Java
  - Framework Selection
  - Market Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Best Java Frameworks Solutions
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.pement.org/awk/awk1line.txt:
  description: ''
  year: '2004'
  stars: 4
  ai_summary: This legendary compilation offers an exhaustive index of single-line
    AWK scripts tailored for data manipulation, format conversion, and system auditing.
    It serves as an architectural design guide for low-overhead shell processing.
    Curator Insight values its raw utility, while Live Grounding confirms it remains
    a foundational syntax reference for systems engineers optimizing text processing
    in pipeline constraints.
  language: AWK
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Text Processing
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'pement.org: Handy one-line scripts for AWK'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.pement.org/sed/sed1line.txt:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A classic reference cheat sheet collecting over 100 useful `sed` scripts
    for quick text modifications. Showcases structural configurations, line insertions,
    and replacement syntax patterns for managing remote configurations.
  language: Sed
  resource_type: Reference Guide
  complexity: Advanced
  hierarchy:
  - Linux
  - Text Processing
  - Sed
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'pement.org: Over 100 sed one-liners'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.peopleperhour.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A UK-focused global freelance platform featuring a hybrid system of
    hourly gigs and custom project bids. Includes robust workspace tracking tools
    and multi-currency billing engines optimized for localized business engagements.
  language: N/A
  resource_type: SaaS
  complexity: Intermediate
  hierarchy:
  - Careers
  - Freelancing
  - Talent Marketplaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: peopleperhour
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.percona.com/blog/2019/05/24/an-overview-of-sharding-in-postgresql-and-how-it-relates-to-mongodbs:
  addition_method: manual
  content_hash: 1d2e8e1fdea402080dec178923e103987be9a6be58357922bf2f615d3e48991e
  description: ''
  health_score: 100.0
  last_checked: 1779029990.043017
  stars: 0
  status: online
  title: 'percona.com: An Overview of Sharding in PostgreSQL and How it Relates to''
    MongoDB’s'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.percona.com/blog/2019/08/02/out-of-memory-killer-or-savior:
  addition_method: manual
  content_hash: 927f0610e0f19637ac61f38c17a2d983031163eea9170e39bb8f89a0f24b85db
  description: ''
  health_score: 100.0
  last_checked: 1779030441.357388
  stars: 0
  status: online
  title: 'percona.com: How to Adjust Linux Out-Of-Memory Killer Settings for PostgreSQL'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.percona.com/blog/2019/11/22/designing-grafana-dashboards:
  addition_method: manual
  content_hash: 2f2dca2364a0a32df06c3153b3bf194c0b3fbde0dee864775137dd6aa335c221
  description: ''
  health_score: 100.0
  last_checked: 1779032172.10067
  stars: 0
  status: online
  title: 'percona.com: Tips for Designing Grafana Dashboards'
  v1_locations:
  - docs/grafana.md
  year: N/A
https://www.percona.com/blog/2019/12/19/the-benefits-of-amazon-rds-for-mysql:
  addition_method: manual
  content_hash: 4ca8381c64a3be280db89aa6d203279c074d09ff9d226e33f1fcc2f05a6e9647
  description: ''
  health_score: 100.0
  last_checked: 1779032544.66832
  stars: 0
  status: online
  title: 'percona.com: The Benefits of Amazon RDS for MySQL'
  v1_locations:
  - docs/aws-databases.md
  year: N/A
https://www.percona.com/blog/2020/06/26/mysql-101-how-to-find-and-tune-a-slow-sql-query:
  addition_method: manual
  content_hash: 3cbdc3808d9e1b71c52345119894fe31b3a316a5da251c3afe43460b151c02a6
  description: ''
  health_score: 100.0
  last_checked: 1779031256.625858
  stars: 0
  status: online
  title: 'percona.com: MySQL 101: How to Find and Tune a Slow SQL Query'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.percona.com/blog/2020/06/30/mysql-101-parameters-to-tune-for-mysql-performance:
  addition_method: manual
  content_hash: d3969a726112864214bec1af1f908283e6a05d439c6b48bf283d55dcb1c50a58
  description: ''
  health_score: 100.0
  last_checked: 1779031474.953379
  stars: 0
  status: online
  title: 'percona.com: MySQL 101: Parameters to Tune for MySQL Performance'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.percona.com/blog/2020/09/11/how-much-memory-does-the-process-really-take-on-linux:
  addition_method: manual
  content_hash: 437d2ff2e29ce8820b571ba7cf03e3af9d8e4fe99b826a8b4ce78193312ef133
  description: ''
  health_score: 100.0
  last_checked: 1779030405.166054
  stars: 0
  status: online
  title: "percona.com: How Much Memory Does the Process Really Take on Linux? \U0001F31F"
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.percona.com/blog/2020/10/22/using-volume-snapshot-clone-in-kubernetes:
  addition_method: manual
  content_hash: 3e3ed422a47c5e8f0dff685e2bc74b80f0d5992e07b1079e0a0951c7c1c6b2dc
  description: ''
  health_score: 100.0
  last_checked: 1779030133.513032
  stars: 0
  status: online
  title: 'percona.com: Using Volume Snapshot/Clone in Kubernetes (GKE & Percona Kubernetes''
    Operator for XtraDB Cluster)'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://www.percona.com/blog/2021/02/08/dbaas-on-kubernetes-under-the-hood:
  addition_method: manual
  content_hash: 8775ba1a5466563f7ecd40477464c167a002046c66f2a0867c69a17b54158ab9
  description: ''
  health_score: 100.0
  last_checked: 1779033907.450152
  stars: 0
  status: online
  title: "percona.com: DBaaS on Kubernetes: Under the Hood \U0001F31F"
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.percona.com/blog/2021/03/22/storing-kubernetes-operator-for-percona-server-for-mongodb-secrets-in-github:
  addition_method: manual
  content_hash: 1184bee67596a83702077f2db3703c6bcf7827bd43602afa94770a8ffacab425
  description: ''
  health_score: 100.0
  last_checked: 1779032224.627981
  stars: 0
  status: online
  title: 'percona.com: Storing Kubernetes Operator for Percona Server for MongoDB''
    Secrets in Github'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.percona.com/blog/2021/06/23/autoscaling-databases-in-kubernetes-for-mongodb-mysql-and-postgresql:
  addition_method: manual
  content_hash: d1faa9232bfc4f382f57d893998bc6fde1d569ad4acc81380f32181f4ae0af15
  description: ''
  health_score: 100.0
  last_checked: 1779032294.344651
  stars: 0
  status: online
  title: 'percona.com: Autoscaling Databases in Kubernetes for MongoDB, MySQL, and''
    PostgreSQL'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.percona.com/blog/2021/06/23/mysql-on-kubernetes-with-gitops:
  addition_method: manual
  content_hash: a691dbd9023fc4197a8099448d4111d6c09874e479505e3e8b20afe7618d8c75
  description: ''
  health_score: 100.0
  last_checked: 1779034314.610686
  stars: 0
  status: online
  title: "percona.com: MySQL on Kubernetes with GitOps \U0001F31F"
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.percona.com/blog/an-overview-of-sharding-in-postgresql-and-how-it-relates-to-mongodbs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep architectural analysis contrasting PostgreSQL's declarative partitioning
    and foreign data wrapper sharding with MongoDB's native shard-key clustering,
    detailing query routing and execution tradeoffs.
  language: Conceptual
  resource_type: Architectural Analysis
  complexity: Advanced
  hierarchy:
  - Databases
  - PostgreSQL
  - Database Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'percona.com: An Overview of Sharding in PostgreSQL and How it Relates to
    MongoDB’s'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.percona.com/blog/autoscaling-databases-in-kubernetes-for-mongodb-mysql-and-postgresql:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines technical patterns for auto-scaling relational and document
    databases like MongoDB, MySQL, and PostgreSQL on Kubernetes. Examines vertical
    container resource updates, storage auto-expansion, and scaling read replicas
    in response to high traffic demand.
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Data on Kubernetes
  - Performance Tuning
  - Autoscaling
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'percona.com: Autoscaling Databases in Kubernetes for MongoDB, MySQL, and
    PostgreSQL'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.percona.com/blog/dbaas-on-kubernetes-under-the-hood:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep-dive analysis of the architecture behind running custom, private
    Database-as-a-Service platforms inside a Kubernetes environment. Demonstrates
    automated provisioning, high availability clustering, and backup pipelines through
    Percona's open-source database operators.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Data on Kubernetes
  - DBaaS
  - Internal Mechanics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "percona.com: DBaaS on Kubernetes: Under the Hood \U0001F31F"
  addition_method: manual
  v2_locations:
  - databases.md
https://www.percona.com/blog/designing-grafana-dashboards:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Presents design methodologies for high-performance Grafana dashboards.
    Recommends reducing cognitive overhead, using proper query intervals, and structuring
    query transformations to optimize render times.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - UX Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'percona.com: Tips for Designing Grafana Dashboards'
  addition_method: manual
  v2_locations:
  - grafana.md
https://www.percona.com/blog/how-much-memory-does-the-process-really-take-on-linux:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: An authoritative diagnostic deep dive examining virtual memory allocation
    models, residential set sizes (RSS), and proportional set sizes (PSS) in Linux
    environments. Live Grounding verifies this guide as a key resource for optimizing
    container overheads and resource configurations.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Operating Systems
  - Memory Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "percona.com: How Much Memory Does the Process Really Take on Linux? \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://www.percona.com/blog/migrating-postgresql-to-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical guide examining strategies to shift PostgreSQL instances
    onto cloud-native Kubernetes environments. Investigates performance metrics, stateful
    storage challenges, backup coordination, and WAL streaming replication policies.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Databases
  - PostgreSQL
  - Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'percona.com: Migrating PostgreSQL to Kubernetes'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.percona.com/blog/migration-of-a-mysql-database-to-a-kubernetes-cluster-using-asynchronous-replication:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step migration blueprint translating on-premise MySQL instances
    into Kubernetes clusters. Leverages asynchronous database replication to enable
    seamless zero-downtime switchover actions during live production cutovers.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Databases
  - MySQL
  - Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'percona.com: Migration of a MySQL Database to a Kubernetes Cluster Using
    Asynchronous Replication'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.percona.com/blog/mysql-101-how-to-find-and-tune-a-slow-sql-query:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An operational guide covering query profiling techniques in MySQL. Reviews
    slow query log ingestion patterns, details execution plan outputs, and establishes
    structural refactoring methods to speed up sub-optimal database queries.
  language: SQL
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Databases
  - MySQL
  - Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'percona.com: MySQL 101: How to Find and Tune a Slow SQL Query'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.percona.com/blog/mysql-101-parameters-to-tune-for-mysql-performance:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Percona's MySQL tuning guide focusing on key memory and I/O parameters.
    Explains optimizing parameters like innodb_buffer_pool_size, max_connections,
    and thread cache limits to handle massive query volumes.
  language: SQL
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Databases
  - Relational Databases
  - MySQL Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'percona.com: MySQL 101: Parameters to Tune for MySQL Performance'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.percona.com/blog/mysql-on-kubernetes-with-gitops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Percona's technical case study on deploying MySQL clusters inside Kubernetes
    using GitOps pipelines. Connects ArgoCD or Flux workflows with declarative Percona
    Operators to automate database replication topologies.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "percona.com: MySQL on Kubernetes with GitOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - databases.md
https://www.percona.com/blog/out-of-memory-killer-or-savior:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: System-level guide on adjusting Linux Out-Of-Memory (OOM) Killer settings
    for PostgreSQL. Details kernel parameters and systemd overrides to prevent the
    OS from terminating core database services during memory spikes.
  language: Shell
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Databases
  - PostgreSQL
  - System Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'percona.com: How to Adjust Linux Out-Of-Memory Killer Settings for PostgreSQL'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.percona.com/blog/performance-of-various-ebs-storage-types-in-aws:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Percona's detailed database performance benchmark analyzing various
    AWS EBS storage classes. Compares the performance profile of gp3 and io2 architectures
    under strenuous database transaction loads, providing cost-to-performance optimizations.
  language: English
  resource_type: Benchmark
  complexity: Advanced
  hierarchy:
  - Cloud Native Storage
  - AWS EBS
  - Storage Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'percona.com: Performance of Various EBS Storage Types in AWS'
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://www.percona.com/blog/postgresql-14-database-monitoring-and-logging-enhancements:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical exploration of PostgreSQL 14's native database monitoring
    and logging enhancements. Details performance insights via pg_stat_activity, session
    tracking improvements, and query-level analysis. Highly recommended for DBAs designing
    robust production observability pipelines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Databases
  - PostgreSQL
  - Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'percona.com: PostgreSQL 14 Database Monitoring and Logging Enhancements'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.percona.com/blog/should-i-create-an-index-on-foreign-keys-in-postgresql:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the performance impact of indexing foreign keys in PostgreSQL.
    Evaluates join performance, query plans, and lock contention during parent table
    updates to optimize schema write throughput.
  language: SQL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Databases
  - PostgreSQL
  - Database Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'percona.com: Should I Create an Index on Foreign Keys in PostgreSQL?'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.percona.com/blog/storing-kubernetes-operator-for-percona-server-for-mongodb-secrets-in-github:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates security pipelines for managing MongoDB database credentials
    inside GitHub. Automates deployment configurations securely through GitOps, injecting
    secrets directly to Percona Kubernetes Operator instances.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - Secrets Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'percona.com: Storing Kubernetes Operator for Percona Server for MongoDB
    Secrets in Github'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.percona.com/blog/the-benefits-of-amazon-rds-for-mysql:
  addition_method: manual
  ai_summary: Curator Insight emphasizes Percona's neutral evaluation of the trade-offs
    of hosting MySQL on Amazon RDS. Live Grounding confirms the study analyzes management
    convenience against limitations in configuration flexibility and performance tuning.
    Highly useful for database administrators comparing DIY cloud hosting with managed
    services.
  complexity: Intermediate
  description: ''
  hierarchy:
  - Cloud Infrastructure
  - Databases
  - Managed MySQL
  is_microservice: false
  language: English
  resource_type: Blog Post
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'percona.com: The Benefits of Amazon RDS for MySQL'
  v2_locations:
  - aws-databases.md
  year: '2021'
https://www.percona.com/blog/using-volume-snapshot-clone-in-kubernetes:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A technical case study using GKE CSI Volume Snapshots alongside the
    Percona Operator for MySQL XtraDB. Outlines mechanisms for zero-downtime database
    point-in-time synchronization and replication strategies.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Protection
  - Database Snapshots
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'percona.com: Using Volume Snapshot/Clone in Kubernetes (GKE & Percona Kubernetes
    Operator for XtraDB Cluster)'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://www.percona.com/community-blog/2020/10/01/database-schema-management-via-liquibase:
  addition_method: manual
  ai_summary: A technical blog post by Percona illustrating step-by-step database
    schema version control using Liquibase. It highlights integration patterns with
    enterprise relational databases (MySQL, PostgreSQL) and demonstrates rollback
    strategies to ensure zero-downtime database upgrades.
  complexity: Intermediate
  content_hash: dbb25546db06223519968cfca5009ca622bed4bfe9c42fcd7c4d324cb870fd38
  description: ''
  health_score: 100.0
  hierarchy:
  - Software Architecture
  - Database Design
  - Migration Patterns
  is_microservice: true
  language: English
  last_checked: 1779033310.568534
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'percona: Database Schema Management Via Liquibase'
  v1_locations:
  - docs/liquibase.md
  v2_locations:
  - liquibase.md
  year: N/A
https://www.percona.com/doc/kubernetes-operator-for-pxc/index.html:
  addition_method: manual
  content_hash: 3fd43de075bbccc98595954eea6b7956469dd9c9d5af2da88d8016348f9f7bca
  description: ''
  health_score: 100.0
  last_checked: 1779030482.375003
  stars: 0
  status: online
  title: 'Percona.com: Percona Kubernetes Operator for Percona XtraDB Cluster'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.phillipsj.net/posts/dynamically-loaded-terraform-providers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth investigation of how Terraform loads and resolves provider
    plugins dynamically. Covers binary dependency management inside isolated, non-internet-connected
    execution nodes and air-gapped registry mirrors.
  language: None
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform Engine
  - Provider Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "phillipsj.net: Dynamically Loaded Terraform Providers \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.pingcap.com/blog/chaos-mesh-action-integrate-chaos-engineering-into-your-ci:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates the implementation of Chaos Mesh within GitHub Actions
    CI/CD workflows using chaos-mesh-action. Allows developers to continuously assert
    the resilience of code changes by spinning up test clusters, injecting faults,
    and validating outputs on pull requests.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Continuous Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'pingcap.com: chaos-mesh-action: Integrate Chaos Engineering into Your CI'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://www.pionative.com/post/6-important-things-you-need-to-run-kubernetes-in-production:
  addition_method: manual
  content_hash: c8b23568145f558a6ac3da86709f96d11b967683c43aa5159b184683ec2f12b8
  description: ''
  health_score: 100.0
  last_checked: 1779031148.343356
  stars: 0
  status: online
  title: '==pionative.com: 6 Important things you need to run Kubernetes in production=='
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.pixelbeat.org/cmdline.html:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: 'Curator Insight: Classic command-line compilation covering coreutils,
    file manipulation, and processing utilities. Live Grounding: A raw, high-density
    index of GNU coreutils commands, providing standard parameters for sed, awk, find,
    and tar.'
  language: HTML
  resource_type: Technical Reference
  complexity: Intermediate
  hierarchy:
  - Systems
  - Linux
  - Command Line
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: pixelbeat.org/cmdline
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.pixelstech.net/article/1604225312-Update-&amp-Delete-Kubernetes-resources-in-one-line-command:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736002.021741
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pixelstech.net: Update & Delete Kubernetes resources in one-line command'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pixelstech.net:
    Update & Delete Kubernetes resources in one-line command in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.pixelstech.net/article/1606901393-Build-a-Kubectl-Plugin-from-Scratch:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736221.535902
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'pixelstech.net: Build a Kubectl Plugin from Scratch'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering pixelstech.net:
    Build a Kubectl Plugin from Scratch in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.plasticscm.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Plastic SCM (now branded as Unity Version Control) is a highly scalable
    distributed VCS engineered for massive binary assets and parallel branching. Features
    powerful semantic merging tools, graphical branch explorers, and high-performance
    repository replication.
  language: C#
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control
  - Distributed VCS
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Plastic SCM
  addition_method: manual
  v2_locations:
  - git.md
https://www.plural.sh:
  description: ''
  addition_method: manual
  content_hash: 8852ba53ce975d9c546ffec40d1950cda4ea22cc48bb1166dfce89a08e105183
  health_score: 100.0
  last_checked: 1779031776.676782
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2025'
  ai_summary: Plural is a unified application delivery platform designed to simplify
    the deployment, orchestration, and continuous operation of open-source software
    on Kubernetes. By integrating GitOps engines, automated upgrades, and native observability
    consoles, it reduces the complexity of self-hosting databases, tools, and message
    brokers.
  language: Go
  resource_type: SaaS / Enterprise Platform
  complexity: Advanced
  hierarchy:
  - Operations
  - GitOps & Delivery
  - Application Delivery
  is_microservice: true
  title: 'plural.sh: Deploy open-source software on Kubernetes in record time ⭐'
https://www.pluralsight.com:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive tutorial on Pluralsight outlining best-practice workflows
    for generating infrastructure diagrams. Provides structured advice on combining
    automated discovery with custom visual canvases.
  language: None
  resource_type: Reference Guide
  complexity: Beginner
  hierarchy:
  - Architecture & Visualization
  - Guides
  - AWS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: What is the best way to generate a visual diagram of the AWS environment
    which includes VPC, VPN, EC2, and AMIs?
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - cloud-arch-diagrams.md
https://www.pluralsight.com/cloud-guru:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A premier e-learning platform (now part of Pluralsight) specializing
    in cloud computing, DevOps, and container certifications (AWS, Azure, GCP, Kubernetes).
    Provides hands-on sandbox environments and deep technical pathways designed to
    train enterprise-grade engineering organizations.
  language: English
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - Training
  - Multi-Cloud Education
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: acloudguru.com
  addition_method: manual
  v2_locations:
  - docker.md
  - aws-training.md
https://www.pluralsight.com/courses/getting-started-kubernetes:
  addition_method: manual
  content_hash: ecda809710b055971273d80033222039d39299cbb7eaa51b5f82a66571ce9c1a
  health_score: 100.0
  last_checked: 1779130494.975092
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.pluralsight.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.pluralsight.com/resources/blog/business-and-leadership/public-cloud-vs-private-cloud-whats-the-difference:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Demystifies the core operational, fiscal, and regulatory distinctions
    between public and private cloud models. The article provides a structured baseline
    for cloud engineering teams to evaluate infrastructure capital expenditures (CapEx)
    against operational expenditures (OpEx) based on resource control needs.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Deployment Models
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "acloudguru.com: Public cloud vs private cloud: What’s the difference? \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.pluralsight.com/resources/blog/business-and-leadership/sharing-data-in-the-cloud-four-patterns-everyone-should-know:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines four distinct cloud-native patterns for shared-data architectures.
    Evaluates data virtualization, API-driven delivery, direct database sharing, and
    messaging queues based on security and real-time synchronization requirements.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Data Management
  - Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'acloudguru.com: Sharing data in the cloud: 4 patterns you should know'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.pluralsight.com/resources/blog/business-and-leadership/what-is-lift-and-shift-cloud-migration:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A lift-and-shift migration strategy involves rehosting legacy applications
    directly in the cloud with minimal structural modification. While this approach
    minimizes initial migration time and risk, it fails to exploit cloud-native features
    such as auto-scaling and managed services, often leading to inflated operating
    costs. The resource serves as a guide for planning evolutionary cloud strategies
    post-migration.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Migration
  - Cloud Migration
  - Strategies
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: What is lift and shift cloud migration?'
  addition_method: manual
  v2_locations:
  - faq.md
https://www.pluralsight.com/resources/blog/cloud/10-fun-hands-on-projects-to-learn-aws:
  addition_method: manual
  ai_summary: Suggests 10 hands-on AWS training projects designed for cloud engineers.
    Covers deploying static architectures under HTTPS, building simple serverless
    APIs, and setting up automated backup pipelines.
  complexity: Beginner
  description: ''
  hierarchy:
  - Cloud Infrastructure
  - Training
  - Practical Labs
  is_microservice: false
  language: English
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'acloudguru.com: 10 fun hands-on projects to learn AWS'
  v2_locations:
  - aws-training.md
  year: '2021'
https://www.pluralsight.com/resources/blog/cloud/12-aws-config-rules-that-every-account-should-have:
  description: ''
  addition_method: manual
  content_hash: 3c511f177ae777568a5288b576d69eaf8152ac48918d00dbbe2672c59615c929
  health_score: 100.0
  last_checked: 1779130494.968236
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: A curated reference guide identifying 12 essential AWS Config rules
    required to establish enterprise compliance baselines. Focuses on declarative
    drift detection including mandatory MFA enforcement, S3 block public access configurations,
    and unattached volume cleanup.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Compliance & Governance
  - AWS Config
  is_microservice: false
  title: 'acloudguru.com: 12 AWS Config rules that every account should have'
https://www.pluralsight.com/resources/blog/cloud/3-ways-to-practice-migrating-workloads-to-the-cloud:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides instructional path frameworks for developers looking to gain
    hands-on migration experience. Focuses on setting up mock environments, replicating
    on-premise infrastructure in sandboxes, and utilizing provider-native migration
    automation tools.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Architecture
  - Migration
  - Hands-On
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: 3 ways to practice migrating workloads to the cloud'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.pluralsight.com/resources/blog/cloud/5-reasons-to-not-move-to-devops:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Presents a critical look at modern DevOps transformations. Outlines
    operational and structural bottlenecks where attempts fail due to misaligned software
    patterns or lacking automated testing frameworks.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Culture
  - Risk Assessment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "acloudguru.com: 5 Reasons to NOT Move to DevOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.pluralsight.com/resources/blog/cloud/5-things-we-love-about-terraform:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Outlines the critical architectural and workflow advantages that cemented
    Terraform as the de facto standard for infrastructure automation. Focuses on the
    declarative configuration model, multi-provider extensibility, plan dry-runs,
    modularity, and community-driven resource provider support. Live grounding confirms
    that despite market fragmentation, these core tenets remain essential to modern
    platform engineering.
  language: HCL
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Adoption Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: 5 things we love about Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.pluralsight.com/resources/blog/cloud/adopting-gitops-for-kubernetes-on-aws:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A strategic overview of adopting GitOps paradigms for EKS workloads.
    Outlines structural patterns, IAM roles for service accounts integration, and
    state synchronization using Flux controllers.
  language: None
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Platform Engineering
  - GitOps & Deployment
  - Flux Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "acloudguru.com: Adopting GitOps for Kubernetes on AWS \U0001F31F"
  addition_method: manual
  v2_locations:
  - flux.md
https://www.pluralsight.com/resources/blog/cloud/aks-vs-eks-vs-gke-managed-kubernetes-services-compared:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Educational comparison targeting operations teams, reviewing storage
    performance, networking setups, and billing strategies across AWS, GCP, and Azure.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Managed Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: AKS vs EKS vs GKE: Managed Kubernetes services compared'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.pluralsight.com/resources/blog/cloud/ansible-vs-puppet-which-is-right-for-you:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep analytical comparison weighing Ansible's procedural, agentless,
    SSH-driven philosophy against Puppet's declarative, master/agent pull topology.
    Compares target infrastructure footprints, security boundaries, and operational
    skills overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: Ansible vs Puppet: Which is right for you?'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.pluralsight.com/resources/blog/cloud/aws-adds-to-the-no-code-pile-is-it-the-end-of-the-engineer:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An evaluation of Amazon Honeycode and AWS's cloud-adjacent no-code offerings.
    It reviews whether these tools substitute cloud architects, concluding that complex
    backend management and custom distributed architectures remain critical engineering
    tasks.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Development Paradigms
  - Low Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: AWS adds to the no-code pile: Is it the end of the engineer?'
  addition_method: manual
  v2_locations:
  - lowcode-nocode.md
https://www.pluralsight.com/resources/blog/cloud/azure-devops-vs-github-comparing-microsofts-devops-twins:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Provides an analysis comparing Microsoft''s two flagship developer
    platforms: Azure DevOps (Pipelines/Boards/Repos) and GitHub (Enterprise/Actions).
    Details how GitHub is increasingly prioritized for cloud-native innovation and
    modern community-led ecosystems, while Azure DevOps remains standard for legacy
    corporate enterprise environments.'
  language: Agnostic
  resource_type: Architectural Guide
  complexity: Intermediate
  hierarchy:
  - GitOps & CI/CD
  - CI/CD Platforms
  - Enterprise DevOps
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "acloudguru.com: Azure DevOps vs GitHub: Comparing Microsoft’s DevOps Tools
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.pluralsight.com/resources/blog/cloud/blockchain-cloud-comparison-what-is-blockchain-as-a-service-baas:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An educational guide detailing Blockchain-as-a-Service (BaaS) capabilities
    and managed ledger options across major public cloud providers. It assesses consensus
    models, throughput speeds, and cloud integration architectures. Live grounding
    highlights its role in defining early hybrid enterprise ledger integrations.
  language: English
  resource_type: Guide/Reference
  complexity: Intermediate
  hierarchy:
  - Cloud Strategy
  - Blockchain as a Service
  - Distributed Ledgers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: Blockchain cloud comparison: What is blockchain-as-a-service
    (BaaS)?'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.pluralsight.com/resources/blog/cloud/cloud-apps-secure-by-design:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Advocates for 'Secure by Design' principles in cloud-native development.
    Explains how considering security boundaries during initial software design helps
    reduce runtime complexity, mitigate API vulnerabilities, and avoid retrofitting
    costs.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Software Engineering
  - Secure Design Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'acloudguru.com: Cloud security risks: Why you should make apps Secure by
    Design'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.pluralsight.com/resources/blog/cloud/cloud-developer-tooling-compared-aws-vs-azure-vs-gcp:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A detailed technical review comparing native CLI tools, IDE plugins,
    CI/CD runtimes, and Infrastructure as Code integrations across AWS, Azure, and
    GCP. It provides architects with insights into developer velocity. Live grounding
    demonstrates its ongoing relevance as cloud-native toolchains continue to converge.
  language: English
  resource_type: Guide/Reference
  complexity: Intermediate
  hierarchy:
  - Cloud Strategy
  - Developer Tooling
  - Hyperscalers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: Cloud developer tooling compared: AWS vs. Azure vs. GCP'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.pluralsight.com/resources/blog/cloud/cloud-security-comparison-aws-vs-azure-vs-gcp:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An analytical breakdown evaluating the native security architectures
    of AWS, Azure, and Google Cloud. It details default encryption mechanisms, fine-grained
    access management (IAM), and compliance frameworks. Live grounding validates its
    position as a highly targeted study guide for multi-cloud security certifications.
  language: English
  resource_type: Guide/Reference
  complexity: Intermediate
  hierarchy:
  - Cloud Strategy
  - Security Protocols
  - Hyperscalers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: Cloud security comparison: AWS vs. Azure vs. GCP'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.pluralsight.com/resources/blog/cloud/containers-vs-serverless-which-is-right-for-you:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A structured comparative guide weighing the execution predictability
    and regional portability of container-based microservices against the elastic
    scaling of FaaS models.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture Decisions
  - Comparisons
  - Containers vs Serverless
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'acloudguru.com: Containers vs serverless: Which is right for you?'
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.pluralsight.com/resources/blog/cloud/docker-copy-vs-add-whats-the-difference:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A clear comparison of the `COPY` and `ADD` directives in Dockerfiles.
    Highlights security risks linked to the auto-extraction capabilities of `ADD`,
    recommending `COPY` for standard image creation.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Image Engineering
  - Dockerfile Specs
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: Docker COPY vs ADD: What’s the difference?'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.pluralsight.com/resources/blog/cloud/getting-started-with-the-elastic-stack:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introductory hands-on walkthrough for deploying and configuring Elasticsearch,
    Logstash, and Kibana (ELK Stack). Covers index life-cycle management, ingest pipelines,
    and structuring unstructured application logs.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - Log Management
  - Elastic Stack
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: Getting started with the Elastic Stack'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.pluralsight.com/resources/blog/cloud/gke-ludicrous-speed-gke-image-streaming-speeds-up-container-starts:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores GKE Image Streaming, a performance feature that speeds up container
    startups by lazy-loading image layers over the network. By starting pods before
    the entire image is downloaded, this architecture accelerates auto-scaling and
    quickens recovery times from node failures.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Performance Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'acloudguru.com: GKE ludicrous speed! GKE Image Streaming speeds up container
    starts'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.pluralsight.com/resources/blog/cloud/how-to-audit-and-secure-an-aws-account:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A security auditor's checklist for securing AWS account topologies.
    Outlines strategies for enforcing Multi-Factor Authentication (MFA), isolating
    billing lines, establishing AWS Organizations boundaries, locking down default
    root configuration, and initiating persistent CloudTrail logs.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Security Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: How to audit and secure an AWS account'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://www.pluralsight.com/resources/blog/cloud/how-to-troubleshoot-5-common-terraform-errors:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'A master troubleshooting reference addressing the five most common
    infrastructure automation faults: locking queue blocks, authentication failures,
    cyclic resource dependencies, missing provider plugins, and schema mismatch issues.
    Yields immediate solutions for system recovery.'
  language: None
  resource_type: Technical Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: How to troubleshoot 5 common Terraform errors'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.pluralsight.com/resources/blog/cloud/how-to-use-github-actions-to-automate-terraform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A strategic guide on orchestrating secure declarative automation cycles
    within GitHub Actions. Outlines architectural patterns for safe plan previews,
    workspace permissions setup, credential management, and automated rollbacks.
  language: YAML
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: How to use GitHub Actions to automate Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.pluralsight.com/resources/blog/cloud/how-to-use-terraform-inputs-and-outputs:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A fundamental guide to module parameterization. Clarifies how to construct
    flexible, highly reusable modules using input variables (with strict validation
    rules) and export modular properties via standard outputs.
  language: English
  resource_type: Technical Tutorial
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Module Development
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: How to use Terraform outputs and inputs'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.pluralsight.com/resources/blog/cloud/one-shell-to-rule-them-all-5-reasons-to-use-powershell-for-cloud-management:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Covers primary setup patterns of the Az module suite on cross-platform
    systems. Provides practical reasoning for choosing programmatic Azure CLI/SDK
    orchestration options over standard portal actions.
  language: PowerShell
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Cloud Platform Management
  - Microsoft Azure
  - Tooling
  - Azure PowerShell SDK
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: The Beginner’s Guide to Azure PowerShell: One Shell to Rule
    Them All'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.pluralsight.com/resources/blog/cloud/s3-glacier-instant-retrieval-deep-dive-which-s3-storage-class-is-right-for-me:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical guide on the S3 Glacier Instant Retrieval storage class.
    It breaks down the math of retrieval cost vs storage tier pricing models, helping
    platform engineers choose the optimal tier for instant-access archival files.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage
  - AWS S3
  - Storage Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: S3 Glacier Instant Retrieval deep dive: Which S3 Storage
    Class is right for me?'
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://www.pluralsight.com/resources/blog/cloud/securing-your-multi-cloud-terraform-pipelines-with-policy-as-code:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores how to leverage modern Open Policy Agent (OPA) and Rego scripting
    to implement custom guardrails within multicloud CI/CD pipelines. Enables platform
    engineering teams to enforce automated regulatory compliance prior to resource
    creation.
  language: English
  resource_type: Architectural Guide
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security & Identity
  - Policy as Code
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: Securing your multi-cloud Terraform pipelines with policy-as-code'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.pluralsight.com/resources/blog/cloud/storage-showdown-aws-vs-azure-vs-gcp-cloud-comparison:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A structured comparative guide focused on block, file, and object storage
    performance characteristics across hyperscalers. It profiles cold-tier storage,
    IOPS performance limits, and auto-tiering mechanisms. Live grounding confirms
    its foundational value in storage engineering and disaster recovery site designs.
  language: English
  resource_type: Guide/Reference
  complexity: Intermediate
  hierarchy:
  - Cloud Strategy
  - Storage Architectures
  - Hyperscalers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: Storage services compared: AWS vs Azure vs GCP'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.pluralsight.com/resources/blog/cloud/the-cloud-dictionary-of-pain-five-of-awss-toughest-cloud-topics:
  description: ''
  addition_method: manual
  content_hash: 39e381a370de9d265ec7439d5ad0f1012977a2070389da3c5120b23ec4148b0e
  health_score: 100.0
  last_checked: 1779130494.982906
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: A deep-dive technical overview evaluating complex AWS configurations,
    pinpointing notorious friction points such as IAM policy composition, KMS key
    management, AWS Billing structures, and hybrid VPC peering. Provides architectural
    guidance to bypass structural anti-patterns.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Troubleshooting
  - DevOps Challenges
  is_microservice: false
  title: 'acloudguru.com: The Cloud Dictionary of Pain: Five Of AWS’s Toughest Cloud
    Topics'
https://www.pluralsight.com/resources/blog/cloud/the-top-cloud-diagramming-tools-ranked:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A detailed technical review comparing and ranking leading cloud architectural
    design tools. Focuses on speed, automatic layout generation capabilities, API
    extensibility, and modern iconography support.
  language: N/A
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Architecture & Design
  - Visualization
  - Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: The top cloud diagramming tools, ranked'
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://www.pluralsight.com/resources/blog/cloud/the-ultimate-terraform-cheatsheet:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: 'Curator Insight: Pluralsight''s ultimate visual cheat sheet for Terraform
    workflows. Live Grounding: Highlights key syntax strategies including local module
    declarations, remote state locking in AWS S3 or HashiCorp Cloud Platform (HCP),
    and secret injection patterns.'
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Terraform
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: The Ultimate Terraform Cheatsheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.pluralsight.com/resources/blog/cloud/twelve-factor-apps-in-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Demonstrates mapping the 12-Factor framework directly onto Kubernetes
    primitives. Maps ConfigMaps and Secrets to Factor III (Config), and Deployments/ReplicaSets
    to Factor IX (Disposability).
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Twelve-Factor App
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'acloudguru.com: Twelve-Factor Apps in Kubernetes'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.pluralsight.com/resources/blog/cloud/what-does-the-terraform-1-0-release-mean-for-you:
  addition_method: manual
  content_hash: 145cdab8c4dfedfb79713029407319f0758f025f11b8171116ecf1a421871834
  health_score: 100.0
  last_checked: 1779130494.995701
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.pluralsight.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.pluralsight.com/resources/blog/cloud/whats-new-with-kubernetes-1-22:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight points to Pluralsight's educational summary of 1.22.
    In 2026, it serves as a baseline tutorial explaining the transition to cgroups
    v2, which has since become standard in all production distros.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.22
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: What’s new with Kubernetes 1.22?'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.pluralsight.com/resources/blog/cloud/which-kubernetes-distribution-is-right-for-you:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical guide comparing various Kubernetes distributions (including
    EKS, GKE, AKS, OpenShift, Rancher, and lightweight distributions like K3s) based
    on business needs, deployment environments, operational overhead, and budget.
    It guides enterprise architects in matching target environments with appropriate
    vendor or vanilla offerings.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Selection Criteria
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: Which Kubernetes distribution is right for you?'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.pluralsight.com/resources/blog/cloud/why-learn-multiple-cloud-platforms:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A Pluralsight / A Cloud Guru publication detailing the technical and
    economic benefits of pursuing multi-cloud literacy. It highlights cloud portability,
    lock-in avoidance, and feature-specific workload optimization. Live grounding
    indicates its utility in corporate reskilling initiatives.
  language: English
  resource_type: Guide/Education
  complexity: Beginner
  hierarchy:
  - Cloud Learning
  - Multi-Cloud Strategy
  - Business Case
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'acloudguru.com: Multicloud Fluency: 6 reasons you should learn multiple
    clouds'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.plutora.com/ci-cd-tools/artifacts-management-tools:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An architectural breakdown of the artifact registry ecosystem (such
    as JFrog Artifactory and Sonatype Nexus). Evaluates why safe binary management,
    package indexing, and license scanning are critical for maintaining clean supply
    chains.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Artifact Registry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'plutora.com: Artifacts management tools'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.pmease.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A powerful commercial build and configuration management tool geared
    towards large enterprises. Combines high-capacity agents, visual dependency chains,
    and precise audit trails for legacy and cloud-native workloads.
  language: Java
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Enterprise Tooling
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: PMEase QuickBuild
  addition_method: manual
  v2_locations:
  - devops-tools.md
  - cicd.md
https://www.polyglotdeveloper.com/cheatsheet/2015-01-08-Gradle-cheatsheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032074.165661
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'polyglotdeveloper.com: Gradle Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering polyglotdeveloper.com:
    Gradle Cheat Sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.popsci.com/diy/use-markdown-google:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical exploration of Google's Markdown shortcut updates. Details
    productivity benefits for technical writers who need to seamlessly transition
    text-based formats between IDE files and collaborative company workspaces.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Documentation & Workflow
  - Writing Tools
  - WYSIWYG Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'popsci.com: Google’s expanded Markdown feature could change how you work'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://www.port.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Port is a modern, no-code/low-code SaaS developer portal that acts as
    a central repository for internal software systems. Features highly dynamic, custom-defined
    data models, granular access controls, self-service action triggering, and native
    integrations across CI/CD and Kubernetes environments.
  language: English
  resource_type: SaaS Platform
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - IDP Tooling
  - SaaS Developer Portals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Port
  addition_method: manual
  v2_locations:
  - devops.md
https://www.portafolio.co/tendencias/claves-para-liderar-equipos-de-teletrabajo-y-no-fracasar-en-el-intento-556586:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on strategies for leading virtual teams, highlighting methods
    to establish trust, measure output over physical presence, and implement clear
    collaboration frameworks. Highlights Spanish-speaking organizational perspectives
    on easing transition friction for legacy teams.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Team Operations
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'portafolio.co: Claves para liderar equipos de teletrabajo y no fracasar
    en el intento'
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://www.portainer.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Portainer is a leading container management platform designed to simplify
    Docker, Kubernetes, and Azure ACI environments through an intuitive web interface.
    It allows platform administrators to easily deploy stacks, monitor real-time resources,
    manage networks/volumes, and control user access (RBAC). In 2026, it serves as
    a robust bridging portal between command-line container engines and full-scale
    orchestration management.
  language: N/A
  resource_type: SaaS
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Containerization
  - Container Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Portainer \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
  - docker.md
https://www.portainer.io/blog/docker-swarm-vs-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A strategic comparison of Kubernetes, Nomad, and Docker Swarm from the
    Portainer perspective, exploring ease of use, security models, and long-term operating
    costs.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Ecosystem
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'portainer.io: Kubernetes vs Docker Swarm vs Nomad - the orchestrator wars
    continue?'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://www.portainer.io/blog/orchestrator-wars-continue:
  addition_method: manual
  content_hash: a8f909d8e47ef1b86f3d1d729272079f7ff471f45b4e86f017f37cc344751c2d
  description: ''
  health_score: 100.0
  last_checked: 1779031540.085839
  stars: 0
  status: online
  title: 'portainer.io: Kubernetes vs Docker Swarm vs Nomad - the orchestrator wars''
    continue?'
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://www.portainer.io/install:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The Community Edition of Portainer provides a self-hosted, lightweight
    administration portal for managing standalone Docker daemons, Swarm clusters,
    and edge environments. It abstracts complex container and volume operations into
    a responsive dashboard, reducing operational friction. It remains a popular, stable,
    and highly trusted portal for developer environments and internal infrastructure
    management.
  language: Go
  resource_type: Tool
  complexity: Medium
  hierarchy:
  - Infrastructure
  - Containerization
  - Container Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Portainer Community Edition
  addition_method: manual
  v2_locations:
  - docker.md
https://www.portainer.io/products/community-edition:
  addition_method: manual
  content_hash: 08087573ac02ba92240fc5b1e6b42378b3cac3b380368c37f45b27d4639d81fd
  description: ''
  health_score: 100.0
  last_checked: 1779030394.26023
  stars: 0
  status: online
  title: Portainer Community Edition
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.postgresql.org/about/news/crunchy-postgresql-operator-45-enhanced-monitoring-custom-annotations-postgresql-13-2086:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Community release documentation of Crunchy PostgreSQL Operator v4.5.
    Focuses on support configurations for PostgreSQL 13, pod custom annotations, and
    major Prometheus exporter stack upgrades.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - PostgreSQL Operator
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "postgresql.org: Crunchy PostgreSQL Operator 4.5: Enhanced Monitoring, Custom
    Annotations, PostgreSQL 13 \U0001F31F"
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.postman.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Postman remains a prominent API collaboration platform. It offers developers
    comprehensive tools to design, mock, test, document, and monitor APIs within an
    intuitive, team-oriented development lifecycle workspace.
  language: English
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - API Orchestration
  - Postman
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Postman
  addition_method: manual
  v2_locations:
  - postman.md
  - about.md
  v1_locations:
  - docs/about.md
https://www.postman.com/api-platform/api-versioning:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: An exhaustive Postman guide detailing safe patterns for API versioning.
    It breaks down URL-path, query-parameter, and custom header versioning approaches
    with concrete examples, evaluating how to maintain backward-compatibility while
    sunsetting legacy endpoints. It emphasizes using automated testing collections
    to verify deprecated versions in production environments.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - Versioning & Evolution
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'postman.com: API versioning'
  addition_method: manual
  v2_locations:
  - api.md
https://www.postman.com/pynt-io/workspace/pynt/overview:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Pynt is a dynamic API security testing tool built directly inside the
    Postman ecosystem. It scans microservice endpoints for vulnerabilities like OWASP
    Top 10 exploits during regular runtime tests.
  language: English
  resource_type: Tool Integration
  complexity: Advanced
  hierarchy:
  - Software Testing
  - API Security
  - Postman Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Postman Pynt \U0001F31F"
  addition_method: manual
  v2_locations:
  - postman.md
https://www.postman.com/resources/infographics/api-survey-2019:
  addition_method: manual
  content_hash: c3e3ab4eb372278fe939aa1c8b6b5bdf923e96c4a6d293953c2e3d293faa784e
  description: ''
  health_score: 100.0
  last_checked: 1779031945.590013
  stars: 0
  status: online
  title: "postman.com: Postman State of the API Report \U0001F31F"
  v1_locations:
  - docs/api.md
  year: N/A
https://www.postman.com/state-of-the-api/2019:
  addition_method: manual
  content_hash: 45c9576f652ef26542bf1cf1c65cb5bdf465164d02f6b8db88229feb32d6c03d
  health_score: 100.0
  last_checked: 1779130495.019147
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.postman.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.postman.com/what-is-an-api:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: Postman’s foundational guide explaining the mechanics of Application
    Programming Interfaces (APIs). It covers request-response patterns, typical protocols,
    payloads (JSON/XML), and the strategic business value of exposing software interfaces.
    It serves as an industry-standard primer for developers starting with web services.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Application Integration
  - API Design
  - Fundamentals
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'postman.com: What is an API?'
  addition_method: manual
  v2_locations:
  - api.md
https://www.powershellgallery.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The central repository for discovering, sharing, and downloading PowerShell
    modules, scripts, and DSC resources. Supported directly by Microsoft, it hosts
    crucial operational toolkits like Az, Microsoft.Graph, and Pester. It serves as
    the primary gateway for platform engineers building reusable scripting abstractions
    and automation pipelines.
  language: PowerShell
  resource_type: Registry
  complexity: Beginner
  hierarchy:
  - Platform Automation & Tooling
  - Command Line Interface
  - PowerShell Modules
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "PowerShell Gallery \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://www.powershellgallery.com/packages/Microsoft.PowerShell.Crescendo:
  addition_method: manual
  content_hash: 5be84c018cac8adc06d7860b4b1c7060888f9650036d4984ad299ea989e8778b
  description: ''
  health_score: 100.0
  last_checked: 1779029364.904194
  stars: 0
  title: 'powershellgallery.com: Microsoft.PowerShell.Crescendo'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.powershellgallery.com/packages/Microsoft.PowerShell.Crescendo/1.1.0:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official deployment catalog landing page for installing the Microsoft.PowerShell.Crescendo
    engine. Standardizes the deployment of schema-based CLI command wrappers.
  language: PowerShell
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure Automation
  - Package Management
  - PowerShell Gallery
  - PowerShell Crescendo
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'powershellgallery.com: Microsoft.PowerShell.Crescendo'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.previous.cloudbees.com/blog/cloudbees-core-configuration-code-preview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030084.587317
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'cloudbees.com: CloudBees Core Configuration as Code'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering cloudbees.com:
    CloudBees Core Configuration as Code in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.previous.cloudbees.com/press/cloudbees-acquires-rollout-adding-feature-flag-system:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030868.167392
  v1_locations:
  - docs/jenkins.md
? https://www.previous.cloudbees.com/press/cloudbees-integrates-software-delivery-management-platform-google-cloud-build-and-tekton-break
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030846.529291
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: CloudBees Integrates Software Delivery Management Platform With Google Cloud
    Build and Tekton to Break Down Development Silos
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering CloudBees
    Integrates Software Delivery Management Platform With Google Cloud Build and Tekton
    to Break Down Development Silos in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.previous.cloudbees.com/press/cloudbees-releases-another-industry-first-feature-flagging-premise-use:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029575.294438
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "CloudBees Releases Another Industry First: Feature Flagging for On-Premise'
    Use \U0001F31F"
  v1_locations:
  - docs/git.md
  - docs/jenkins.md
  v2_locations:
  - git.md
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering CloudBees
    Releases Another Industry First: Feature Flagging for On-Premise' Use \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.primevideotech.com/video-streaming/scaling-up-the-prime-video-audio-video-monitoring-service-and-reducing-costs-by-90
: addition_method: manual
  content_hash: f4d52988290c0f3d99c1714bd15dc30ac61ad6e5244c8a501d6893096da59753
  description: ''
  health_score: 100.0
  last_checked: 1779034482.889728
  stars: 0
  status: online
  title: 'primevideotech.com: Scaling up the Prime Video audio/video monitoring service''
    and reducing costs by 90%'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.prisma.io/blog/vscode-extension-prisma-rust-webassembly:
  description: ''
  addition_method: manual
  content_hash: e83a5b0af908809c2c55866617b3adee15a50deccbee9f7f2ed0ca755c396e9a
  health_score: 100.0
  last_checked: 1779030975.558641
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2026'
  ai_summary: A deep dive explaining the compilation of Prisma's core engine to WebAssembly
    to optimize VS Code schema analysis and validation. It demonstrates how WASM can
    be used to improve tool startup performance and runtime efficiency.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Databases
  - ORM and Tools
  is_microservice: true
  title: "prisma.io: Improving the Prisma Visual Studio Code Extension with WebAssembly'
    \U0001F31F"
https://www.programmableweb.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032190.131907
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: programmableweb.com
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering programmableweb.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.programmersought.com/article/1858176023:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Detailed blueprint on writing and designing customized Maven archetypes.
    Empowers platform teams to automate standard microservice scaffolding configurations,
    keeping architectural consistency high.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Project Templating
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Handwritten Maven archetype project scaffolding
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://www.project-a.vc/perspectives:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A practical roadmap for setting up secure Continuous Delivery pipelines
    to GKE using GitHub Actions. Specifically covers passwordless identity validation
    utilizing GCP Workload Identity Federation (WIF) to eliminate long-lived GCP service
    account JSON keys. Walks through Docker builds, GCR/GAR pushes, and Helm deployments.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - CI/CD & Delivery
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "insights.project-a.com: Using GitHub Actions to deploy to Kubernetes in
    GKE \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.project-open.com:
  addition_method: manual
  content_hash: be44edacf482f6062cb12cb835f568706b3d4c4403267956f2b6644d5ee4b65b
  health_score: 100.0
  last_checked: 1779030172.760261
  v1_locations:
  - docs/project-management-tools.md
https://www.project-piper.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Project Piper home, representing SAP's official, reusable shared library
    and preconfigured pipeline templates for Jenkins. Simplifies standardized development,
    automated compliance validation, and deployment steps inside SAP cloud ecosystems.
  language: English
  resource_type: Webpage
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Enterprise Platforms
  - SAP
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: sap.github.io/jenkins-library
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.projectcalico.org:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032251.840358
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Project Calico
  v1_locations:
  - docs/devsecops.md
  - docs/kubernetes-networking.md
  v2_locations:
  - devsecops.md
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Project
    Calico in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.projectcalico.org/advertising-kubernetes-service-ips-with-calico-and-bgp:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033923.570759
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'projectcalico.org: Advertising Kubernetes Service IPs with Calico and BGP'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering projectcalico.org:
    Advertising Kubernetes Service IPs with Calico and BGP in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.projectcalico.org/using-kubernetes-to-orchestrate-vms:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034318.820693
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'projectcalico.org: Using Kubernetes to orchestrate VMs'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering projectcalico.org:
    Using Kubernetes to orchestrate VMs in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.projectquay.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The project homepage for Project Quay. Quay is an open-source, highly
    scalable, and secure container registry engine. The platform provides granular
    access controls, robot accounts, and support for multi-arch OCI registry specifications,
    serving as the upstream codebase for Red Hat Quay.
  language: English
  resource_type: Homepage
  complexity: Intermediate
  hierarchy:
  - Security
  - Container Registry
  - Project Quay
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: projectquay.io
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.prskavec.net/post/grafana-jsonnet:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introduction to programmatic dashboard development utilizing Jsonnet.
    Explores Dashboard-as-Code (DaC) practices to manage, version, and scale large
    volumes of dashboard definitions in production.
  language: Jsonnet
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Dashboard-as-Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'prskavec.net: Grafana dashboards and Jsonnet'
  addition_method: manual
  v2_locations:
  - grafana.md
https://www.pulumi.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Pulumi is an industry-leading infrastructure-as-code platform enabling
    multi-cloud resource provisioning through standard programming languages. It provides
    rich testing utilities, compiler-driven schema safety, and scalable cloud state
    backends.
  language: Polyglot
  resource_type: Framework
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Multi-Cloud Provisioning
  - Pulumi
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Pulumi
  addition_method: manual
  v2_locations:
  - pulumi.md
https://www.pulumi.com/blog/10-more-things-you-can-do-with-neo:
  addition_method: automatic
  ai_summary: 'Curator Insight: Pulumi Neo demonstrates how platform teams can bridge
    the gap between AI code generation and autonomous infrastructure management.


    Live Grounding: Launched in May 2026, Neo extends capabilities directly into local
    terminal lines via the CLI, GitHub workflows, and Slack chats.


    Technical Capabilities:

    - Automates direct deployment of apps from git repositories without writing manual
    code.

    - Dynamically troubleshoots slow APIs by mapping runtime metrics (e.g., Datadog)
    to infrastructure changes.

    - Conducts scheduled runtime dependency updates for AWS Lambda functions and package
    providers.'
  category: pulumi
  complexity: intermediate
  content_hash: b337517c954cefbe825930ee4b0da0073e93679aa45c26ad5436fb1f2abec707
  description: Pulumi Neo's expansion into CLI, GitHub, and Slack, and 10 advanced
    workflows it enables, such as deploying apps without IaC and debugging latency.
  hierarchy:
  - Infrastructure as Code
  - Cloud Automation
  - AI Agents
  - Pulumi Neo
  is_microservice: false
  language: en
  last_checked: 1780352168.173247
  reputation_status: Vetted
  reputation_summary: Highly positive industry reception as Pulumi Neo functions as
    an AI platform agent, integrating into developer terminals, GitHub, and Slack
    to simplify multi-cloud infrastructure.
  resource_type: blog
  social_preview_url: https://www.pulumi.com/blog/10-more-things-you-can-do-with-neo/meta.png
  source_provenance: X.com (PulumiCorp)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  - '[GUIDE]'
  title: Ten More Things You Can Do With Pulumi Neo
  year: '2026'
https://www.pulumi.com/blog/better-cli-interactions-for-agents-and-humans:
  addition_method: automatic
  ai_summary: Pulumi's CLI overhaul optimizes terminal-based infrastructure workflows
    for both human operators and autonomous LLM agents (like Claude Code and Codex).
    Key enhancements include guessable singular-noun commands, the new `pulumi do`
    command for direct stateless CRUD operations across cloud resources, and ephemeral
    72-hour Pulumi Cloud agent accounts. The terminal output is systematically restructured
    to emit machine-parseable JSON and agent-friendly Markdown, minimizing token consumption
    and structural parsing errors.
  category: pulumi
  complexity: advanced
  content_hash: 71baff5ad79f8abf05ac54746087fa59e7c093ead3473d0c873afc16b03b97bb
  description: Pulumi introduces a major CLI overhaul designed to optimize terminal
    interactions for both human developers and autonomous AI agents.
  hierarchy:
  - Infrastructure as Code
  - Pulumi
  - CLI Tools
  - AI Agent Integrations
  is_microservice: false
  language: en
  last_checked: 1780352454.119819
  reputation_status: Vetted
  reputation_summary: Pulumi is an enterprise-stable Infrastructure as Code provider.
    This CLI revamp addresses the rapid growth of AI-driven deployments on their platform.
  resource_type: article
  social_preview_url: https://www.pulumi.com/blog/better-cli-interactions-for-agents-and-humans/meta.png
  source_provenance: X.com (PulumiCorp)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[EMERGING]'
  title: Better CLI Interactions for Agents and Humans
  year: '2026'
https://www.pulumi.com/blog/from-terraform-to-infrastructure-as-software:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A thought leadership piece arguing for the transition from static declarative
    configuration syntax (HCL) to real-time compilable Infrastructure as Software
    (IAS) via Pulumi.
  language: Polyglot
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Multi-Cloud Provisioning
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pulumi.com: From Terraform to Infrastructure as Software'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://www.pulumi.com/blog/kubernetes-fundamentals-part-one:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduces programmatic manifest definitions using Pulumi in Python.
    Demonstrates how using programming structures (like functions, loops, and conditional
    compilation) to compile manifests offers better safety and cleaner abstractions
    than complex YAML configurations.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development
  - Infrastructure-as-Code
  - Pulumi Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "pulumi.com: Kubernetes Fundamentals Part One - Python instead of YAML \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.pulumi.com/blog/observability-with-infrastructure-as-code:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Architectural guide explaining how to integrate observability tooling,
    health checks, and tracing sidecars dynamically during the code-driven resource
    compilation phase inside Pulumi pipelines.
  language: Polyglot
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Observability
  - Pulumi
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pulumi.com: Observability with Infrastructure as Code'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://www.pulumi.com/blog/pulumi-3-0:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Launch review of Pulumi 3.0, introducing compiled packages across languages,
    automated code converters, and optimized state management layers to accelerate
    platform engineering.
  language: Polyglot
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Multi-Cloud Provisioning
  - Pulumi
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pulumi.com: Announcing Pulumi 3.0'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://www.pulumi.com/blog/pulumi-neo-cli:
  addition_method: automatic
  ai_summary: Pulumi Neo brings the Neo AI assistant directly into the local terminal
    interface, enabling developers to scaffold projects, run previews, read stack
    states, and execute cloud commands natively. By inheriting the user's local authentication,
    environment, and CLI tools, it bridges the gap between interactive AI reasoning
    and safe local infrastructure execution. Additionally, it introduces MCP (Model
    Context Protocol) integration to connect with platforms like Datadog, PagerDuty,
    and Supabase for end-to-end incident resolution.
  category: pulumi
  complexity: Intermediate
  content_hash: a808b742ecbc077be154331bf3a846d6203a0fe71be529d711384cfd3e07b4e4
  description: Pulumi Neo brings interactive, local, and organization-scoped AI capabilities
    directly into the terminal interface to streamline Cloud IaC execution.
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - AI-Driven Automation
  - Pulumi Neo
  is_microservice: false
  language: English
  last_checked: 1780352302.456602
  reputation_status: Vetted
  reputation_summary: Highly praised by the cloud engineering and DevOps community
    for extending IaC operations with interactive, local, and organizational AI capabilities.
  resource_type: blog
  social_preview_url: https://www.pulumi.com/blog/pulumi-neo-cli/meta.png
  source_provenance: X.com (PulumiCorp)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - ENTERPRISE-STABLE
  - EMERGING
  title: Neo, Now in the Terminal | Pulumi Blog
  year: '2026'
https://www.pulumi.com/blog/pulumi-rest-api:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical briefing on the Pulumi REST API, enabling software engineering
    organizations to programmatically trigger, query, and govern cloud deployments
    directly from custom developer platforms.
  language: JSON
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - API Integration
  - Pulumi
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'pulumi.com: Announcing the Pulumi REST API'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://www.pulumi.com/blog/the-agentic-infrastructure-era:
  addition_method: automatic
  ai_summary: 'Curator Insight: Joe Duffy''s vision represents the paradigm shift
    from static, human-written YAML declarations to autonomous, self-healing platforms.


    Live Grounding: Released in mid-2026, this strategic post defines Pulumi''s goal
    of using infrastructure as code as a structured sandbox for AI models to act safely.


    Key Tenets:

    - Translates complex infrastructure definitions into multi-language formats easily
    understood by LLMs.

    - Introduces robust automated validation frameworks to measure agent capabilities
    in production.

    - Establishes human-in-the-loop safeguards to prevent unexpected drift or security
    misconfigurations.'
  category: pulumi
  complexity: advanced
  content_hash: 71bb81621ac01dadb5a57c102d7539d4ea41558410c58e5713d50dcdfc2fa066
  description: Joe Duffy's vision on how AI agents are transforming infrastructure
    management from manual code writing to autonomous, context-aware engineering loops.
  hierarchy:
  - Infrastructure as Code
  - Artificial Intelligence
  - Platform Engineering
  - Autonomous Agents
  is_microservice: false
  language: en
  last_checked: 1780352168.173271
  reputation_status: Vetted
  reputation_summary: Strategic visionary post highly rated by cloud architects for
    outlining how infrastructure-as-code enables safe autonomous agency in cloud engineering.
  resource_type: blog
  social_preview_url: https://www.pulumi.com/blog/the-agentic-infrastructure-era/meta.png
  source_provenance: X.com (PulumiCorp)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  title: The Agentic Infrastructure Era
  year: '2026'
https://www.pulumi.com/docs/get-started/kubernetes:
  addition_method: manual
  content_hash: 1a0af5f69d1df49b56807271c6a691ba81f63c93ad495c52d925ae54c2e377f2
  description: ''
  health_score: 100.0
  last_checked: 1779032185.399435
  stars: 0
  title: Pulumi
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.pulumi.com/docs/guides/adopting/from_kubernetes:
  addition_method: manual
  content_hash: 6f983a73bee2672693f6a743b21e6d319592846c60f2ec3ca5aa8c61a95d23e5
  description: ''
  health_score: 100.0
  last_checked: 1779032180.232366
  stars: 0
  status: online
  title: 'pulumi.com: From Kubernetes or Helm YAML'
  v1_locations:
  - docs/pulumi.md
  year: N/A
https://www.pulumi.com/docs/iac/comparisons/terraform:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A granular comparison detailing architectural differences between Pulumi's
    language-native, dynamic resource instantiation model and Terraform's static,
    declarative HCL configurations.
  language: HCL
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Multi-Cloud Provisioning
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Pulumi VS Terraform
  addition_method: manual
  v2_locations:
  - pulumi.md
https://www.pulumi.com/docs/iac/get-started/kubernetes:
  addition_method: manual
  content_hash: 820e72ec8cb5202346081625b45599af331b63d389742c851c99e220a3d52e63
  health_score: 100.0
  last_checked: 1779130494.96719
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes.md
https://www.pulumi.com/docs/iac/guides/migration/migrating-to-pulumi/from-kubernetes:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Technical conversion guide outlining methodologies to translate legacy,
    static Kubernetes YAML definitions or complex Helm charts directly into expressive,
    compilable Pulumi programs.
  language: TypeScript
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Kubernetes Provisioning
  - Migration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'pulumi.com: From Kubernetes or Helm YAML'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://www.pulumi.com/docs/intro/cloud-providers:
  addition_method: manual
  content_hash: 5a1c04028be0a5354a02d5499685c52e3934a4bf09c9b2ce4076e135276f517f
  description: ''
  health_score: 100.0
  last_checked: 1779031574.714743
  stars: 0
  status: online
  title: Pulumi Cloud Providers
  v1_locations:
  - docs/pulumi.md
  year: N/A
https://www.pulumi.com/docs/intro/vs/terraform:
  addition_method: manual
  content_hash: 625b3fcb9c325825abb05977bca67bf15a46d7af136451a648e106e4bf1bc786
  description: ''
  health_score: 100.0
  last_checked: 1779030365.3116
  stars: 0
  status: online
  title: Pulumi VS Terraform
  v1_locations:
  - docs/pulumi.md
  year: N/A
https://www.pulumi.com/registry:
  addition_method: manual
  content_hash: d6b7409250e659b0b52dbebda1e13573cac567b81f2364627cb726b779aaeee9
  health_score: 100.0
  last_checked: 1779130494.987029
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/pulumi.md
  v2_locations:
  - pulumi.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.pulumi.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.pulumi.com/registry/packages/aws/how-to-guides/ecs-fargate:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Architecture guide detailing how to use Pulumi to configure AWS ECS
    Fargate environments. Covers programmatic configuration of subnets, target groups,
    auto-scaling thresholds, and secure IAM policies.
  language: TypeScript
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud-Native Provisioning
  - Serverless Containers
  - AWS Fargate
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'pulumi.com: Running Containers on ECS Fargate'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://www.pulumi.com/releases/agentic-infrastructure-era:
  addition_method: automatic
  ai_summary: Pulumi's launch page for the 'Agentic Infrastructure Era' outlines a
    strategic suite of features facilitating lights-out, autonomous cloud provisioning.
    The release coordinates major capabilities like the `pulumi do` declarative-to-imperative
    bridge, instant ephemeral credentials, and native integration with AI frameworks
    such as Claude Code and Microsoft Foundry. This architectural pivot enables organizations
    to safely hand over portion of their IaC pipeline to self-correcting agents that
    operate within pre-existing organizational policy guardrails.
  category: pulumi
  complexity: advanced
  content_hash: 38c6172d00e75610cd3bd43eb45d96ca612d27583dfb4d064da6a0c1ee7792c6
  description: An official landing page and resource hub detailing Pulumi's product
    launches and integrations designed specifically for agent-native cloud deployments.
  hierarchy:
  - Infrastructure as Code
  - Pulumi
  - AI Agents
  - Agentic Architecture
  is_microservice: false
  language: en
  last_checked: 1780352454.119973
  reputation_status: Vetted
  reputation_summary: Pulumi's official launch hub outlining their strategic vision
    and software capabilities for the AI agent-driven IaC era.
  resource_type: article
  social_preview_url: https://www.pulumi.com/images/releases/may-2026/meta.png
  source_provenance: X.com (PulumiCorp)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[EMERGING]'
  title: The Agentic Infrastructure Era | Pulumi Releases
  year: '2026'
https://www.pulumi.com/tf2pulumi:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Comprehensive architectural guide to using the `tf2pulumi` engine, explaining
    key syntax translations, dependency resolutions, and model differences when modernizing
    from legacy HCL files.
  language: HCL
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Multi-Cloud Provisioning
  - Migration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'pulumi.com: Convert Your Terraform to Pulumi'
  addition_method: manual
  v2_locations:
  - pulumi.md
https://www.pyinstaller.org:
  description: '- [PyInstaller official GIT repository](https://github.com/pyinstaller/pyinstaller)'
  year: '2025'
  stars: 5
  ai_summary: Curator Insight profiles PyInstaller as a tool designed to freeze Python
    apps into self-contained executables. Live Grounding validates its continued standard
    status for packaging desktop applications and offline tools, abstracting target
    environment dependency structures.
  language: Python
  resource_type: Packaging Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Distribution
  - Packaging Systems
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: PyInstaller is a program that freezes (packages) Python programs into stand-alone
    executables, under Windows, Linux, Mac OS X, FreeBSD, Solaris and AIX
  addition_method: manual
  v2_locations:
  - python.md
https://www.pymesyautonomos.com/management/esta-trabajando-empleado-realmente-su-casa:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Addresses common managerial anxieties about remote work accountability.
    Contrasts surveillance-heavy keystroke logging techniques with output-oriented,
    technical project milestones (e.g., code deployment frequency, story completion
    rates, and system architectural goals) to sustainably measure team velocity.
  language: es
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Remote Work
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'pymesyautonomos.com: ¿Está trabajando el empleado realmente desde su casa?'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.pyvideo.org/video/3509/tdd-with-django-from-scratch-a-beginners-intro:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Historical tutorial introducing Test-Driven Development (TDD) concepts
    in Django. Evaluates assertion workflows, testing isolated model components, and
    unit test integrations within early Python CI environments.
  language: Python
  resource_type: Video Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Testing Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'TDD with Django, from scratch: a beginner''s intro to testing and web development'
  addition_method: manual
  v2_locations:
  - python.md
https://www.qovery.com/docs/getting-started/introduction:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical critique from Qovery discussing the boundaries of Terraform.
    Argues that while it is exceptional for static cloud resource layout, it remains
    ill-suited for real-time application deployment layers and dynamic developer self-service
    tasks.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - IaC Comparison
  - Platform Engineering
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'hub.qovery.com: Terraform is Not the Golden Hammer'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.quandarycg.com/everything-you-need-to-know-about-integrations:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This high-level architecture overview defines Integration Platform as
    a Service (iPaaS) principles and compares them to traditional Enterprise Service
    Bus (ESB) frameworks. It highlights modern data mapping, API management, and low-code
    integrations, discussing key tradeoffs in choosing centralized versus decentralized
    integration layers.
  language: N/A
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Enterprise Integration
  - iPaaS
  - Architecture Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "quandarycg.com: Everything You Need To Know About System Integration (And
    IPaaS) \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.quora.com/What-is-trunk-based-development:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034228.860784
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'quora.com: What is trunk based development?'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering quora.com:
    What is trunk based development? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.quora.com/Whats-the-difference-between-Apache-Camel-and-Kafka:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033923.409763
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Quora.com: What''s the difference between Apache Camel and Kafka?'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Quora.com:
    What''s the difference between Apache Camel and Kafka? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.qwinix.io/blog-what-is-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: High-level review detailing containerization benefits, resource allocation,
    self-healing architectures, and declarative desired states. Aimed at introducing
    product leads and junior engineers to the core patterns of K8s orchestration.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Introductory
  - Concepts
  - Kubernetes Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'qwinix.io: What Is Kubernetes? K8s Uses, Benefits, & More'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.r-bloggers.com/2021/05/dockerizing-shiny-applications:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates the step-by-step process of packaging R Shiny applications
    inside Docker containers. Addresses compiler flags, OS-level dependencies, and
    static runtime packages required to deliver predictable, reproducible analytical
    dashboards.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Data Science
  - R Ecosystem
  - Shiny Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'r-bloggers.com: Dockerizing Shiny Applications'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.r-bloggers.com/2021/10/git-moving-from-master-to-main:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step guide to renaming default branches from legacy 'master'
    to 'main'. Covers local transitions, configuration setup, and updating upstream
    tracking pointers.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Configuration Management
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'r-bloggers.com: Git: Moving from Master to Main'
  addition_method: manual
  v2_locations:
  - git.md
https://www.r-bloggers.com/2022/02/how-to-use-r-markdown-part-one:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive practical guide on R Markdown implementation strategies.
    Illustrates how to merge active mathematical scripts (R, Python, SQL) with clean
    prose to compile beautiful reproducible reports. Essential knowledge for building
    data pipeline documentation platforms.
  language: R
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Data Engineering & Science
  - Scientific Documentation
  - R Markdown
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'r-bloggers.com: How to use R Markdown (part one)'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://www.rabbitmq.com/blog/2021/07/19/rabbitmq-streams-first-application:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introduction to RabbitMQ Streams, a protocol addition designed to
    bring high-performance append-only log capabilities directly to traditional RabbitMQ
    setups, enabling message replay and high throughput.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Message Brokers
  - RabbitMQ
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.rabbitmq.com: First Application With RabbitMQ Streams'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.rackspace.com/cloud/kubernetes:
  addition_method: manual
  content_hash: 71b5fe37ff3b2339874bc407f19d1c767929babf57576f5892c4cde219d85670
  health_score: 100.0
  last_checked: 1779130494.968666
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.rackspace.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.rackspace.com/managed-kubernetes:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Rackspace's product documentation detailing their managed services portfolio
    for Kubernetes on multi-cloud environments. Offers fully-managed monitoring, security,
    and updates for AKS, EKS, and GKE. Live grounding highlights Rackspace's position
    in helping enterprise operations scale without expanding internal platform teams.
  language: English
  resource_type: Product/Documentation
  complexity: Advanced
  hierarchy:
  - Kubernetes Management
  - Multi-Cloud Operations
  - Rackspace Managed K8s
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Rackspace.com: Managed Kubernetes'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.rancher.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: A leading enterprise Kubernetes platform facilitating multi-cluster
    operations across bare-metal, private, and public clouds. It centralizes cluster
    provisioning, authentication policies, access control (RBAC), and observability
    under a unified interface.
  language: Go
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Kubernetes Management
  - Multi-Cluster Orchestration
  - Enterprise Management
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: rancher.com
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.rancher.com/community:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides a clean, foundational model detailing the relationship between
    Deployments, Services, and Ingress resources. Explains how these layers work together
    to manage container replicas, handle traffic distribution, and expose APIs to
    external users.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Introductory
  - Concepts
  - Core Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'community.suse.com: Stupid Simple Kubernetes — Deployments, Services and
    Ingresses Explained'
  addition_method: manual
  v2_locations:
  - rancher.md
  - kubernetes-tools.md
https://www.rancher.com/docs/rancher/v2.x/en:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The comprehensive user manual and operational documentation for SUSE
    Rancher v2.x. This reference is indispensable for understanding cluster recovery
    plans, API integrations, and networking topology guidelines.
  language: Markdown
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Kubernetes Management
  - Documentation
  - Enterprise Manuals
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: '**Rancher 2**'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.rancher.com/docs/rancher/v2.x/en/faq/networking/cni-providers:
  description: ''
  year: '2025'
  stars: 3
  ai_summary: Centralized reference for configuring Container Network Interface (CNI)
    providers within Rancher clusters. Details the networking benefits, security policies,
    and eBPF routing properties of Canal, Calico, Flannel, and Cilium.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Kubernetes Management
  - Networking
  - CNI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Rancher CNI Providers \U0001F31F"
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.rancher.com/products/secure-kubernetes-distribution:
  addition_method: manual
  content_hash: 926ffe177c30a0a870a87f05cd652f4d4385edccb4c05c4d4ec708c74bbfa18c
  health_score: 100.0
  last_checked: 1781736154.001062
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/matrix-table.md
  - docs/rancher.md
  v2_locations:
  - rancher.md
  - matrix-table.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.rancher.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ravirajag.dev/blog/mlops-summary:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033609.442127
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ravirajag.dev: MLOps Basics - Week 10: Summary'
  v1_locations:
  - docs/mlops.md
  v2_locations:
  - mlops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ravirajag.dev:
    MLOps Basics - Week 10: Summary in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.readysetcloud.io/blog/allen.helton/how-to-design-serverless-apps-that-scale-the-perfect-amount:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes practical mechanisms to throttle, buffer, and control scaling
    thresholds in serverless topologies. Helps architects avoid cascade failures by
    preventing downstream database and external API bottlenecks.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Serverless
  - Scaling Paradigms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "readysetcloud.io: Building Serverless Applications That Scale The Perfect
    Amount \U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.rebelscrum.site/post/characteristics-of-a-great-product-owner:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Examines the critical competencies required for high-performing Product
    Owners in modern software delivery teams. Highlights domain knowledge, structured
    communication, decisiveness, and the capacity to align development roadmaps with
    customer feedback cycles to minimize architectural rework and maximize deployment
    velocity.
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Project Management
  - Agile Methodologies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rebelscrum.site: Characteristics of a Great Product Owner'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.red-gate.com/blog/automated-production-deployments-are-not-the-key-to-devops-performance:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Argues that continuous build validation is incomplete if database schema
    deployments remain a manual task. Outlines database migrations integrated directly
    inside deployment stages.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Delivery
  - Database Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'red-gate.com: Automated Production Deployments are Not the Key to DevOps
    Performance'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.red-gate.com/products/flyway/community:
  addition_method: manual
  content_hash: 473b5e3cf0ef710d37518edcdc61317645a5a7cedde020cdaa3fec96b2568bc4
  health_score: 84.0
  last_checked: 1779130494.928716
  review_metadata:
    original_url: https://www.red-gate.com/products/flyway/community
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T10:49:08.672535'
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/liquibase.md
  v2_locations:
  - liquibase.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.red-gate.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.red-gate.com/simple-talk/databases/sql-server/performance-sql-server/designing-highly-scalable-database-architectures
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Covers key patterns for designing and hosting highly-scalable SQL Server
    database environments. Analyzes indexing optimizations, physical partitioning
    schemes, scaling strategies, and microservice persistence models.
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Database Architecture
  - High Availability
  - Scalability
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'red-gate.com: Designing Highly Scalable Database Architectures'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.red-gate.com/simple-talk/development/dotnet-development/script-loading-between-http1-1-and-http2:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Examines legacy JavaScript loading tactics under HTTP/1.1 (bundling,
    file concat) versus modern multiplexed HTTP/2 streams. Provides performance data
    regarding latency changes.
  language: JavaScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Web Protocols & Performance
  - HTTP Optimization
  - Browser Performance
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'simple-talk.com: Script Loading between HTTP/1.1 and HTTP/2'
  addition_method: manual
  v2_locations:
  - networking.md
https://www.redbooks.ibm.com/abstracts/redp5565.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This comprehensive Redbook outlines deployment architecture guidelines
    for IBM Block Storage and IBM Spectrum Scale CSI drivers within OpenShift environments.
    It details technical patterns for high-performance file sharing, security isolation,
    multi-zone availability, and persistent volume provisioning needed for enterprise-grade
    workloads.
  language: None
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Enterprise Integration
  - Cloud-Native Storage
  - IBM Spectrum Scale Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redbooks.ibm.com: IBM Storage for Red Hat OpenShift. IBM block storage &
    IBM Spectrum Scale'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
  - ibm_cloud.md
https://www.reddit.com/r/AZURE:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.456948
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/AZURE
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/AZURE
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/ExperiencedDevs/comments/pw6vuv/promotion_driven_development:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736244.769414
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit.com: Promotion Driven Development'
  v1_locations:
  - docs/about.md
  - docs/project-management-methodology.md
  v2_locations:
  - about.md
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit.com:
    Promotion Driven Development in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/PowerShell/comments/flzsx5/powershell_core_yaml_support:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735879.220045
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit.com: PowerShell Core yaml support?'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit.com:
    PowerShell Core yaml support? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/ProgrammerHumor/comments/1tbzih8/techcompaniescuttingdevsforai:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735889.526365
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Tech companies cutting devs for AI
  v1_locations:
  - docs/ai.md
  - docs/chatgpt.md
  - docs/recruitment.md
  v2_locations:
  - ai.md
  - chatgpt.md
  - recruitment.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Tech companies
    cutting devs for AI in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/Python:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.457396
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/python
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/python
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/Python/comments/3yg2u4/modules_every_python_developer_should_know:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.188258
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit.com: Modules every python developer should know'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit.com:
    Modules every python developer should know in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/Python/comments/3yjlim/my_thoughts_about_moving_from_python_27_to_python:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.190144
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit.com: My thoughts about moving from Python 2.7 to Python 3.x'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit.com:
    My thoughts about moving from Python 2.7 to Python 3.x in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/Python/comments/3ylxmk/why_python:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.183185
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit: Why Python'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit:
    Why Python in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/Python/comments/3zl3g4/ship_better_python_using_feature_flags:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.198805
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit: Ship Better Python Using Feature Flags'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit:
    Ship Better Python Using Feature Flags in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/QualityAssurance:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.423845
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/QualityAssurance
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/QualityAssurance
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/Terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.457838
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/Terraform
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/Terraform
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/Terraform/comments/19arrun/comment/kinusdl:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736233.094225
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit.com/r/Terraform: Terraform Experts! Anyone experienced in designing''
    enterprise grade reusable terraform code?'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit.com/r/Terraform:
    Terraform Experts! Anyone experienced in designing'' enterprise grade reusable
    terraform code? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/Terraform/comments/1l7my1x/where_is_ai_still_completely_useless_for:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735889.52615
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Discussion: Where is AI Still Completely Useless?'
  v1_locations:
  - docs/ai.md
  - docs/chatgpt.md
  v2_locations:
  - ai.md
  - chatgpt.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Discussion:
    Where is AI Still Completely Useless? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/Terraform/comments/h0tdq3/automate_infrastructure_deployments_on_microsoft:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735920.595262
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit.com: Automate Infrastructure Deployments on Microsoft Azure with''
    Terraform and Jenkins'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit.com:
    Automate Infrastructure Deployments on Microsoft Azure with'' Terraform and Jenkins
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/Traefik:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.457256
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/Traefik
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/Traefik
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/ansible:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.438036
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/ansible
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/ansible
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/aws:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.437857
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/aws
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/aws
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/azuredevops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.458421
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/azuredevops
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/azuredevops
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/bashonubuntuonwindows:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.458582
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/bashonubuntuonwindows
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/bashonubuntuonwindows
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/cloudcomputing:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.457557
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/cloudcomputing
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/cloudcomputing
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/devops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.420901
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/devops
  v1_locations:
  - docs/devops.md
  - docs/newsfeeds.md
  v2_locations:
  - devops.md
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/devops
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/devops/comments/xj1jxg/internal_developer_platforms_what_toolchain_would:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030192.517611
  stars: 0
  title: Internal Developer Platforms - what toolchain would you use for Maven + NPM
    + K8 projects?
  v1_locations:
  - docs/newsfeeds.md
  year: N/A
https://www.reddit.com/r/digital_ocean:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.439899
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/digital_ocean
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/digital_ocean
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/digitalocean:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.424022
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/digitalocean
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/digitalocean
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/git:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.457102
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/git
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/git
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/golang/comments/jnv4bd/what_is_the_best_microservice_framework_in_go:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735950.051677
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit.com: What is the best microservice framework in Go?'
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit.com:
    What is the best microservice framework in Go? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/googlecloud:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.438205
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/googlecloud
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/googlecloud
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/gradle:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.457696
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/gradle
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/gradle
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/haproxy:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.458282
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/haproxy
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/haproxy
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/istio:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.421109
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/istio
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/istio
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/java:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735981.399216
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/java
  v1_locations:
  - docs/java_frameworks.md
  - docs/newsfeeds.md
  v2_locations:
  - java_frameworks.md
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/java
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/jenkinsci:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735991.499843
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/jenkinsci
  v1_locations:
  - docs/jenkins.md
  - docs/newsfeeds.md
  v2_locations:
  - jenkins.md
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/jenkinsci
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/jenkinsci/comments/ctirsc/building_docker_images_when_running_jenkins_in:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736001.687714
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Building Docker images when running Jenkins in Kubernetes
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Building
    Docker images when running Jenkins in Kubernetes in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/jmeter:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.44012
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/jmeter
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/jmeter
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.438354
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/kubernetes
  v1_locations:
  - docs/kubernetes.md
  - docs/newsfeeds.md
  v2_locations:
  - kubernetes.md
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/kubernetes
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/kubernetes/comments/9d8on5/whats_the_best_proper_way_of_running_a_database:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735900.078545
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit.com: What''s the best, proper way of running a database cluster on''
    top of Kubernetes?'
  v1_locations:
  - docs/databases.md
  v2_locations:
  - databases.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit.com:
    What''s the best, proper way of running a database cluster on'' top of Kubernetes?
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/kubernetes/comments/9qxeuw/openshift_vs_pks_vs_rancher:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029154.574267
  stars: 0
  title: "reddit.com: OpenShift vs PKS vs Rancher \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.reddit.com/r/kubernetes/comments/gt3uvg/how_to_quarantine_pods:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736056.748741
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: How to quarantine pods
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering How to
    quarantine pods in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/kubernetes/comments/r4q1ec/ckad_free_materials:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736221.197518
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit.com/r/kubernetes: CKAD - free materials'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit.com/r/kubernetes:
    CKAD - free materials in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/learnpython:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.187902
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Learn Python 'subreddit'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Learn
    Python 'subreddit' in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/learnpython/comments/3r2hsq/python_cheat_sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034345.604867
  stars: 0
  title: 'reddit: python cheat sheet'
  v1_locations:
  - docs/python.md
  year: N/A
https://www.reddit.com/r/learnpython/comments/3zl0p6/real_examples_of_unit_testing:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.267408
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit: Real examples of unit testing'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit:
    Real examples of unit testing in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/learnpython/comments/40rieo/functions_vs_classes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.189987
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit.com: Functions vs. Classes'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit.com:
    Functions vs. Classes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/learnpython/comments/418z8b/multiprocessing_vs_threading:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736143.188079
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit.com: Multiprocessing vs Threading?'
  v1_locations:
  - docs/python.md
  v2_locations:
  - python.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit.com:
    Multiprocessing vs Threading? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/linuxadmin:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736067.716625
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/linuxadmin
  v1_locations:
  - docs/linux.md
  v2_locations:
  - linux.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/linuxadmin
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/maven:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.440481
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/maven
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/maven
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.440303
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/openshift
  v1_locations:
  - docs/newsfeeds.md
  - docs/openshift.md
  v2_locations:
  - newsfeeds.md
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/openshift
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/openshift/comments/e1j5qzrbac_for_container_access_to_destroy_other:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735889.526532
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reddit: Help with Kube Monkey setup'
  v1_locations:
  - docs/chaos-engineering.md
  v2_locations:
  - chaos-engineering.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reddit:
    Help with Kube Monkey setup in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/openshift/comments/e1kw48/openshift_42_vsphere_install:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736122.478781
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/postgres:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.458114
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/postgres
  v1_locations:
  - docs/newsfeeds.md
  v2_locations:
  - newsfeeds.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/postgres
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.reddit.com/r/redhat:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736101.439535
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: reddit.com/r/redhat
  v1_locations:
  - docs/newsfeeds.md
  - docs/openshift.md
  v2_locations:
  - newsfeeds.md
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering reddit.com/r/redhat
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.redeszone.net/noticias/seguridad/configurar-mal-nube-vulnerabilidades:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Spanish-language technical article validating that improper cloud asset
    configuration represents the primary cause of modern cloud breaches. Emphasizes
    the critical necessity of using static IaC code validation to detect leaky resources
    prior to pipeline execution.
  language: Spanish
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - Cloud Security
  - Misconfiguration Prevention
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redeszone.net: No configurar bien la nube es culpable de la mayoría de vulnerabilidades'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redeszone.net/tutoriales/servidores/diferencias-proxy-vs-proxy-inverso:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural comparison defining the physical and logical distinctions
    between forward proxies and reverse proxies. Forward proxies safeguard client
    networks and perform egress filtering, whereas reverse proxies sit in front of
    backend servers to orchestrate ingress load balancing, SSL termination, and caching.
    This forms a foundational security boundary for microservices routing.
  language: Spanish
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Networking
  - Network Architecture
  - Proxies
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Diferencias entre servidor proxy y servidor proxy inverso
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/architect/12-factor-app:
  addition_method: manual
  content_hash: 0d5e60a60ba0a7ea53672ff7d54fe474303e2b21280692fbf48a55ba8fa4d8fd
  health_score: 100.0
  last_checked: 1779033100.955423
  v1_locations: []
https://www.redhat.com/architect/3-gitops-rules-architecture:
  addition_method: manual
  content_hash: 871965be6a91dccb825b035cc606ce1dff4d0d439ac8b79e28283999d61ba472
  description: ''
  health_score: 100.0
  last_checked: 1779029369.707307
  stars: 0
  status: online
  title: 'redhat.com: 3 rules for applying principles of GitOps to enterprise architecture'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://www.redhat.com/architect/apache-kafka-EDA-performance:
  addition_method: manual
  content_hash: 6ce8f39e7f845bf8ef5b16c0e0a610c1664a71ab025c30c15726f7133fb5319a
  description: ''
  health_score: 100.0
  last_checked: 1779030335.465865
  stars: 0
  title: '==redhat.com: How we use Apache Kafka to improve event-driven architecture''
    performance=='
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.redhat.com/architect/apis-soap-rest-graphql-grpc:
  addition_method: manual
  content_hash: a9fe1e8181e14020e4ff26a9945f115c7d965efcc8eff9118a2b7a326336b85d
  description: ''
  health_score: 100.0
  last_checked: 1779031489.434442
  stars: 0
  status: online
  title: "redhat.com: An Architect's guide to APIs: SOAP, REST, GraphQL, and gRPC'
    \U0001F31F"
  v1_locations:
  - docs/api.md
  year: N/A
https://www.redhat.com/architect/architecture-decision-records:
  addition_method: manual
  content_hash: a76beba4c35963ca9af067652ad95670939a495e6fd04fa3efef103fb6369cb6
  description: ''
  health_score: 100.0
  last_checked: 1779030390.915016
  stars: 0
  status: online
  title: 'redhat.com: Why you should be using architecture decision records to document''
    your project'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.redhat.com/architect/best-microservices-2021:
  addition_method: manual
  content_hash: 17b15810b5fa5be150b72e926595556f05b8f9fe90e50ca0e53f1a352856eb91
  description: ''
  health_score: 100.0
  last_checked: 1779030525.608168
  stars: 0
  status: online
  title: '==redhat.com: Top 8 resources for microservices architecture of 2021=='
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.redhat.com/architect/design-enterprise-architecture-diagrams:
  addition_method: manual
  content_hash: 1da56e67a85ec66b76a790def9edd89cb5d43cd0d25fa32af8bd9c54102947a4
  description: ''
  health_score: 100.0
  last_checked: 1779030563.834621
  stars: 0
  status: online
  title: 'redhat.com: Design professional enterprise architecture diagrams with this''
    open source tool (diagrams.net)'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://www.redhat.com/architect/devsecops-enterprise-architecture:
  addition_method: manual
  content_hash: 83f596053df8661d58e537d2639f7aa75c44b86424b888b9a0b5d8b0140e0379
  description: ''
  health_score: 100.0
  last_checked: 1779033046.865983
  stars: 0
  status: online
  title: '==redhat.com: Getting DevSecOps to production and beyond=='
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.redhat.com/architect/diagramming-tools-cloud-infrastructure:
  addition_method: manual
  content_hash: 559a0124ea5cf68eee8d90fd7589ebb1efc71ab24feee07a2adf4ce5a37794e8
  description: ''
  health_score: 100.0
  last_checked: 1779032902.404466
  stars: 0
  status: online
  title: 'redhat.com: 6 architectural diagramming tools for cloud infrastructure'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://www.redhat.com/architect/diagramming-tools-network-architecture:
  addition_method: manual
  content_hash: 362ac55c19e7af3f2469434a8d1013af938dc2d104fc8f9933630f49633fe345
  description: ''
  health_score: 100.0
  last_checked: 1779033665.652876
  stars: 0
  status: online
  title: 'redhat.com: Try these 5 diagramming tools for network architecture'
  v1_locations:
  - docs/cloud-arch-diagrams.md
  year: N/A
https://www.redhat.com/architect/event-driven-architecture-essentials:
  addition_method: manual
  content_hash: 1607b73421d2fae5d695dabc012960114d05d1d0260edac8c0db0a8206cb7b05
  description: ''
  health_score: 100.0
  last_checked: 1779030362.90672
  stars: 0
  status: online
  title: "redhat.com: Event-driven architecture: Understanding the essential benefits'
    \U0001F31F"
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.redhat.com/architect/from-sysadmin-to-architect:
  addition_method: manual
  content_hash: 34a40232af6a2786bc6993262c3c2c6e53710c53b55ef45e91ca490392eb5744
  description: ''
  health_score: 100.0
  last_checked: 1779032213.374758
  stars: 0
  status: online
  title: 'redhat.com: 5 strategies to shift your career from sysadmin to architect'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.redhat.com/architect/gitops-implementation-patterns:
  addition_method: manual
  content_hash: 0fa6c35999807914d54295f9d0f47be5f02ba187fe3f0523923f22b0094835a2
  description: ''
  health_score: 100.0
  last_checked: 1779031528.323277
  stars: 0
  status: online
  title: '==redhat.com: Comparing GitOps implementation patterns: Pros and cons=='
  v1_locations:
  - docs/gitops.md
  year: N/A
https://www.redhat.com/architect/hybrid-cloud-management-tools:
  addition_method: manual
  content_hash: 2f12f5aa42f337be3c85af225d874c30bb76b4080ff4a000850c9bc0050baa3e
  description: ''
  health_score: 100.0
  last_checked: 1779034030.784329
  stars: 0
  status: online
  title: 'redhat.com: 5 essential tools for managing hybrid cloud infrastructure'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.redhat.com/architect/illustrated-guide-gitops:
  addition_method: manual
  content_hash: 424e8834e134ca3ae4450c88cd72b5b705600a8fd29304982d5643e545b93949
  description: ''
  health_score: 100.0
  last_checked: 1779033823.442175
  stars: 0
  status: online
  title: 'redhat.com: An illustrated guide to GitOps'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://www.redhat.com/architect/kubernetes-hierarchical-namespaces:
  addition_method: manual
  content_hash: 592520e6ebff32d144183a83d75821ef55f14ba8ff9f8f5340a08152a03e9e87
  description: ''
  health_score: 100.0
  last_checked: 1779030683.345501
  stars: 0
  status: online
  title: 'redhat.com: Kubernetes architecture: How to use hierarchical namespaces''
    for multiple tenants'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.redhat.com/architect/managed-kubernetes:
  addition_method: manual
  content_hash: 3e81549299b8ae98e8f26f119370bbf7c9b8395fd0cb6df9bd40194411f101ed
  description: ''
  health_score: 100.0
  last_checked: 1779031064.919165
  stars: 0
  status: online
  title: 'redhat.com: What architects need to know about managed Kubernetes'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.redhat.com/architect/multi-cluster-kubernetes-architecture:
  addition_method: manual
  content_hash: 81ae29d29efed8df52d196a47498bd7eb4c40da92c7314af56d129ec764eee72
  description: ''
  health_score: 100.0
  last_checked: 1779030827.167658
  stars: 0
  status: online
  title: '==redhat.com: 3 questions to answer when considering a multi-cluster Kubernetes''
    architecture=='
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.redhat.com/architect/openshift-4-migration:
  addition_method: manual
  content_hash: 3c61b1899a1c7b5dfd9186cf8a0b8cc43e86df31d807dc5b31bfa052485fd932
  description: ''
  health_score: 100.0
  last_checked: 1779031714.893491
  stars: 0
  status: online
  title: '==redhat.com: Planning your migration from Red Hat OpenShift 3 to 4=='
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.redhat.com/architect/pull-push-provisioning-cicd:
  addition_method: manual
  content_hash: 2f633e5b5c64d39eb59b80c6519978f55ebc72d07ec8015f6c48ed8f46d69dc9
  description: ''
  health_score: 100.0
  last_checked: 1779033692.676963
  stars: 0
  status: online
  title: 'redhat.com: Pull vs. push in automated VM provisioning: What you need to''
    know'
  v1_locations:
  - docs/iac.md
  year: N/A
https://www.redhat.com/architect/schema-registry:
  addition_method: manual
  content_hash: 494897d104ca5303e02d21b360658241bb18be871f7ab12c64c645415d6ceb99
  description: ''
  health_score: 100.0
  last_checked: 1779032339.827883
  stars: 0
  status: online
  title: 'redhat.com: Using a schema registry to ensure data consistency between microservices'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.redhat.com/architect/tackle-application-modernization:
  addition_method: manual
  content_hash: 8e81b681986ac385d255d93fda516ac44560372193adeb479872ef913d2aa8ac
  description: ''
  health_score: 100.0
  last_checked: 1779031755.588891
  stars: 0
  status: online
  title: 'redhat.com: How to streamline application portfolio modernization with Tackle'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://www.redhat.com/architect/understanding-gitops:
  addition_method: manual
  content_hash: 5527c039c82a821b32fd3c0e96e9973f35acde437cadf85daa87b9b829a33a57
  description: ''
  health_score: 100.0
  last_checked: 1779033567.36084
  stars: 0
  status: online
  title: "redhat.com: How to use GitOps in your enterprise architecture strategy \U0001F31F"
  v1_locations:
  - docs/gitops.md
  year: N/A
? https://www.redhat.com/en/about/press-releases/amazon-and-red-hat-announce-general-availability-red-hat-openshift-service-aws-rosa
: description: ''
  year: '2021'
  stars: 0
  ai_summary: The landmark joint press release introducing Red Hat OpenShift Service
    on AWS (ROSA). This GA announcement marks the evolution of self-managed setups
    into a unified, AWS-native billing and operations model.
  language: English
  resource_type: Press Release
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Managed Kubernetes
  - ROSA
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Amazon and Red Hat Announce the General Availability of Red
    Hat OpenShift Service on AWS (ROSA)'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/about/press-releases/red-hat-acquire-kubernetes-native-security-leader-stackrox:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Press release chronicling Red Hat's acquisition of StackRox to expand
    OpenShift's native security capabilities. Highlights an industry-wide consolidation
    toward Shift-Left policies, showcasing the absolute integration of runtime and
    deploy-time policy mechanisms within Kubernetes-native controller APIs.
  language: N/A
  resource_type: Article
  complexity: Basic
  hierarchy:
  - Security
  - Enterprise Security Platforms
  - Industry Acquisitions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Red Hat to Acquire Kubernetes-Native Security Leader StackRox'
  addition_method: manual
  v2_locations:
  - devsecops.md
? https://www.redhat.com/en/about/press-releases/red-hat-and-github-collaborate-expand-developer-experience-red-hat-openshift-github-actions
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Announces the strategic engineering collaboration between Red Hat and
    GitHub to bring native OpenShift deployment controls to GitHub Actions. Bridges
    enterprise Kubernetes platforms and developer workflows by standardizing on Red
    Hat's native actions suite.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Container Orchestration
  - Red Hat Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: Red Hat and GitHub Collaborate to Expand the Developer Experience
    on Red Hat OpenShift with GitHub Actions \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
? https://www.redhat.com/en/about/press-releases/red-hat-ansible-automation-platform-2-drives-cloud-native-automation-and-helps-developers-become-automators
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Red Hat Ansible Automation Platform 2 introduces containerized execution
    environments to decouple automation runtime from the control plane. This architectural
    shift eliminates dependency conflicts and enhances scalability across hybrid cloud
    environments. It serves as an enterprise-grade control system for distributed
    IT automation.
  language: N/A
  resource_type: Press Release / Announcement
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Enterprise Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Red Hat Ansible Automation Platform 2 Drives Cloud-Native Automation
    and Helps Developers Become Automators'
  addition_method: manual
  v2_locations:
  - ansible.md
? https://www.redhat.com/en/about/press-releases/red-hat-ansible-automation-platform-enhancements-and-new-certified-ansible-content-collections-refine-automation-experience-drive-business-imperatives
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Press release detailing structural updates to Red Hat Ansible Automation
    Platform. Evaluates certified collections integrations designed to unify cloud,
    edge, and hybrid container automation.
  language: English
  resource_type: press_release
  complexity: Beginner
  hierarchy:
  - Automation & Orchestration
  - Enterprise Platform
  - Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Red Hat Ansible Automation Platform Enhancements and New Certified
    Ansible Content Collections Refine the Automation Experience to Drive Business
    Imperatives'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/about/press-releases/red-hat-brings-industry-leading-ansible-automation-platform-microsoft-azure:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A strategic managed service offering that integrates Ansible Automation
    Platform directly into Microsoft Azure. This native integration enables enterprise-level,
    cloud-native automation and orchestration of Azure resources with seamless access
    to Azure billing and services.
  language: N/A
  resource_type: Press Release / Announcement
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Cloud Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Red Hat Brings Industry-Leading Ansible Automation Platform
    to **Microsoft Azure**'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/about/press-releases/red-hat-brings-red-hat-universal-base-image-docker-hub:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: This press release details the collaboration between Red Hat and Docker
    to list Universal Base Images directly on the Docker Hub registry. It emphasizes
    the goal of democratizing enterprise-grade containerization layers, allowing any
    open-source or commercial developer to utilize secure and standardized packages.
    This partnership established UBI as a primary pillar of the container software
    supply chain.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Infrastructure
  - Containerization
  - Base Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Red Hat Brings Red Hat Universal Base Image to Docker Hub'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.redhat.com/en/about/press-releases/red-hat-makes-devops-reality-openshift-gitops-and-openshift-pipelines:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official announcement details covering OpenShift GitOps and OpenShift
    Pipelines. Red Hat details organizational value paradigms, security baselines,
    and cross-team development velocity optimizations built on top of native cloud
    automation.
  language: English
  resource_type: Press Release
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - OpenShift
  - CI/CD Pipeline
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: Red Hat Makes DevOps a Reality with OpenShift GitOps and OpenShift
    Pipelines \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.redhat.com/en/about/videos/acm-ansible-integration-overview:
  addition_method: manual
  content_hash: 59061a10347fc75bd5fa2369b54127132ffad40c32c587deecce26d77991ff96
  description: ''
  health_score: 100.0
  last_checked: 1779032518.343482
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'redhat.com: ACM Ansible Integration Overview'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering redhat.com:
    ACM Ansible Integration Overview in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/about/videos/getting-started-openshift-4-security:
  addition_method: manual
  content_hash: 59061a10347fc75bd5fa2369b54127132ffad40c32c587deecce26d77991ff96
  description: ''
  health_score: 100.0
  last_checked: 1779029862.596011
  review_metadata:
    original_url: https://www.redhat.com/en/about/videos/getting-started-openshift-4-security
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.931803'
  stars: 0
  status: online
  title: "youtube: Getting Started with OpenShift 4 Security \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.redhat.com/en/about/videos/openshift-backup-and-recovery-kasten-k10:
  addition_method: manual
  content_hash: c8453e47c8696eeffcad8e71f74f67b2e4b078350379b4d3e0286a80990a876f
  health_score: 64.0
  last_checked: 1779130494.928622
  v1_locations:
  - docs/kubernetes-backup-migrations.md
https://www.redhat.com/en/ansible-collaborative:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive Red Hat joint whitepaper demonstrating enterprise-grade
    validation patterns using Molecule. It emphasizes CI/CD testing pipeline integration,
    linting standards, and execution verification across multi-platform targets.
  language: N/A
  resource_type: PDF Guide
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Ansible Testing
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'PDF: Practical Ansible Testing with Molecule'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores integrations bridging Red Hat Advanced Cluster Management (ACM)
    with Ansible Automation Platform. Automates physical or non-Kubernetes resource
    tasks at critical points in cluster lifecycles.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Enterprise Cluster Management
  - Ansible & ACM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: ACM Ansible Integration Overview'
  addition_method: manual
  v2_locations:
  - ocp4.md
  - demos.md
https://www.redhat.com/en/blog/11-manager-considerations:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A comprehensive architectural guide to managing infrastructure operations
    and sysadmin teams. Emphasizes modernizing Linux environments, balancing operational
    tasks with strategic automation, and establishing clear performance indicators.
    Contrasts classical hands-on sysadmin workflows with contemporary automated infrastructure-as-code
    paradigms to scale team efficiency.
  language: en
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Team Management
  - Infrastructure Operations
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "redhat.com: 11 considerations for effectively managing a Linux sysadmin
    team \U0001F31F"
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.redhat.com/en/blog/18333-2:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A technical tutorial demonstrating practical steps to configure and
    run JFrog Artifactory on Red Hat OpenShift container clusters. It guides platform
    engineers through deployment steps, operator configuration, and cluster-wide pull
    authorization parameters. It focuses on validating container origin trust within
    regulated enterprise clusters.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - OpenShift & JFrog
  - DevOps Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Using JFrog''s Artifactory and Red Hat OpenShift Together'
  addition_method: manual
  v2_locations:
  - registries.md
https://www.redhat.com/en/blog/3-gitops-rules-architecture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Highlights three core architectural patterns for enterprise GitOps:
    maintaining explicit separation of environments, enforcing automated policy-as-code
    validations, and utilizing strict IAM-backed Git repository permissions.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - GitOps
  - Enterprise
  - Architecture Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 3 rules for applying principles of GitOps to enterprise architecture'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.redhat.com/en/blog/5-linux-commands:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A productivity-focused analysis highlighting underrated Linux commands
    designed to optimize system administration workflows. Includes functional breakdowns
    of tools for disk monitoring, memory tracking, and terminal session multiplexing,
    simplifying complex system state inspections.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Beginner
  hierarchy:
  - Linux
  - Command Line
  - Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: 5 Linux commands I''m going to start using'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/5-questions-interview:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An analytical guide designed to assist engineering teams during interviewing
    processes for system operations roles. It provides deep architectural vetting
    strategies. Live Grounding confirms its usefulness for evaluating system design
    principles and administrative practices.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Career Development
  - Interview Prep
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 5 questions to ask during your next sysadmin interview'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/5-rsync-tips:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Advanced operational tips for rsync, detailing exclude lists, link manipulation,
    bandwidth limiting, and dry runs. Increases replication precision and safeguards
    critical enterprise data during complex system migrations.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Operating Systems & Infrastructure
  - Storage & File Systems
  - Data Synchronization
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: 5 advanced rsync tips for Linux sysadmins'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/500_pods_per_node:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Explains the systems engineering and kernel adjustments needed to execute
    up to 500 pods per cluster node on OpenShift. Focuses on tuning the CRI-O container
    runtime, garbage collection frequency, CPU scheduler configurations, and CIDR
    allocation limits.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Performance Tuning
  - High Density Node Architectures
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "blog.openshift.com: OpenShift Scale: Running 500 Pods Per Node \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/6-code-pushes-aap:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Walks through enterprise application deployment pipelines using the
    Red Hat Ansible Automation Platform. Details integration with git version-control
    systems, webhook execution triggers, and reliable rollbacks.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Continuous Delivery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: 6 steps to automating code pushes with Ansible Automation Platform
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/6-openssl-commands:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An essential administrative guide for OpenSSL. Covers generating CSRs,
    self-signing certificates, validating active SSL connections over the network,
    and inspecting local PEM certificate metadata formats.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Security
  - SSL/TLS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: 6 OpenSSL command options that every sysadmin should know'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/7-best-practices-for-writing-kubernetes-operators-an-sre-perspective:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An SRE-centric architectural checklist offering critical best practices
    for writing production-ready Kubernetes operators. Emphasizes design constraints
    such as idempotency, API versioning, and status subresources. Current production
    logs in 2026 prove these patterns are essential to avoid cascading API server
    rate-limit failures.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Extension
  - Operator Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: 7 Best Practices for Writing Kubernetes Operators: An SRE
    Perspective'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://www.redhat.com/en/blog/DNS-name-resolution-troubleshooting-tools:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines core network diagnostics utilities including `nslookup`, `dig`,
    `host`, and local resolution file audits. Addresses common container networking
    issues and cluster DNS lookup routing misconfigurations.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Networking
  - DNS Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: Linux troubleshooting commands: 4 tools for DNS name resolution
    problems'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/a-guide-to-ingress-controllers-in-openshift:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This reference architecture analyzes Ingress controller configurations
    in OpenShift when deployed via Installer-Provisioned Infrastructure (IPI). It
    highlights the automated integration of load balancers with OpenShift's internal
    router (HAProxy-based). Configuration points focus on scaling the ingress operator,
    managing wildcard DNS, configuring TLS termination strategies (Edge, Passthrough,
    Re-encrypt), and establishing highly-available traffic endpoints.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Networking
  - Ingress
  - Ingress Controllers
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: A Guide to Ingress Controllers in OpenShift using IPI'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/a-guide-to-secrets-management-with-gitops-and-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Red Hat's whitepaper outlining standard solutions for GitOps secrets
    management. Contrasts the operational overhead and security profiles of Sealed
    Secrets, vault-sidecars, and external integration engines in CD environments.
  language: English
  resource_type: Whitepaper
  complexity: Advanced
  hierarchy:
  - Security
  - Secrets Management
  - GitOps
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "cloud.redhat.com: A Guide to Secrets Management with GitOps and Kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.redhat.com/en/blog/advanced-network-customizations-for-openshift-install:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep-dive engineering blueprint outlining custom network CIDR sizing,
    MTU size tuning, and DNS overrides during OpenShift core installations. Essential
    for platform architects designing multi-tenant clusters within stringent corporate
    networks.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes & OpenShift
  - Platform Engineering
  - Installation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com: Advanced Network customizations for OpenShift Install'
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/blog/announcing-bring-your-own-host-support-for-windows-nodes-to-red-hat-openshift:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Announces Bring Your Own Host (BYOH) capabilities for Windows Server
    workloads on OpenShift. Explains how this feature allows operators to manually
    bootstrap pre-configured Windows instances into their clusters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Workload Modernization
  - Windows Container Support
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: Announcing Bring Your Own Host Support for Windows nodes
    to Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/announcing-openshift-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Announces OpenShift GitOps, embedding Red Hat-supported ArgoCD operators
    directly into the OpenShift console. Facilitates native fleet management by letting
    operators synchronize application configurations natively across cluster topologies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Red Hat OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Announcing OpenShift GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.redhat.com/en/blog/announcing-the-red-hat-enterprise-linux-certified-ansible-collection?sc_cid=7015Y000003t7aWQAQ:
  addition_method: manual
  content_hash: 4fef4e47d2bf70c7202e2a3b1e986631346e26fd2183596c8cfd5665c9152b3c
  health_score: 100.0
  last_checked: 1779130494.970802
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/ansible-ad-hoc-commands:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep-dive review of Ansible's ad hoc execution framework. Details
    parameter tuning, custom module invocation, inline parameter strings, and executing
    operations in parallel across large inventories.
  language: Shell
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - CLI Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Deep dive into Ansible ad hoc commands'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/ansible-and-openshift-connecting-for-success:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Focuses on Red Hat's strategy for scaling hybrid deployments through
    OpenShift and Ansible integrations. It discusses using Ansible to handle Day-2
    cluster operations, such as external storage provisioning and network switch configurations.
    Essential for hybrid enterprise architectures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Automation
  - Kubernetes Management
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "openshift.com: Ansible and OpenShift: Connecting for Success \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/ansible-create-users-csv:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Shows how to automate user onboarding by reading CSV files inside Ansible
    playbooks. Details loop patterns, CSV parser integration, group creation, dynamic
    username validation, and secure password hashing algorithms.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - System Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 4 steps to create Linux users from a csv file with Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/ansible-dynamic-inventories:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Addresses scaling issues in dynamic cloud networks. Introduces automated
    discovery strategies using dynamic inventories, eliminating hardcoded target assets
    via API integration across clouds.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Inventory Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to create dynamic inventory files in Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/ansible-dynamic-inventory-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical tutorial showing how to write custom dynamic inventory parsers
    in Python. Explains API data queries, caching requirements, and generating the
    standard JSON output format expected by the Ansible runner.
  language: Python
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Inventory Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to write a Python script to create dynamic Ansible inventories'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/ansible-lists-dictionaries-yaml:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical deep dive demonstrating the manipulation of complex YAML lists
    and dictionaries in Ansible. Explores mapping, filtering, and joining complex
    host matrices with native Jinja2 structures.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible
  - Data Structures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com/sysadmin/ansible-lists-dictionaries-yaml: How to work with lists
    and dictionaries in Ansible \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/ansible-network-resource-modules-deep-dive-on-return-values?sc_cid=7015Y000003t7aWQAQ:
  addition_method: manual
  content_hash: 4a9008d967c387a279b68f6d1915bab7727f12904505b68d4ce718ef2732f4d5
  health_score: 100.0
  last_checked: 1779130494.967098
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/ansible-plugin-inventory-files:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to develop optimized Ansible inventory plugins in Python.
    Details how native inventory plugins outperform legacy inventory scripts by integrating
    natively with caching classes and validating settings.
  language: Python
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Inventory Management
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to write an Ansible plugin to create inventory files'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/ansible-quick-start:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operations-oriented quickstart reference designed for immediate onboarding.
    Details secure SSH key exchange setups, target fleet inventory definition files,
    and foundational playbook composition methodologies to implement standardized
    configurations across Linux distributions.
  language: YAML
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Quickstart
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: Quick start guide to Ansible for Linux sysadmins \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/ansible-system-role:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An exploration of Red Hat's system-roles design pattern, standardizing
    administrative tasks across Red Hat Enterprise Linux (RHEL). These structured
    roles provide pre-packaged, robust modules for managing SELinux, firewalls, and
    storage.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Linux Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: A brief introduction to Ansible roles for Linux system administration
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/ansible-templates-configuration:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates the design of dynamic configuration templates using the
    Jinja2 engine in Ansible. Details parsing nested loops, multi-variable evaluations,
    default parameters, and writing customized configuration payloads for system targets.
  language: YAML/Jinja2
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Templating
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to create dynamic configuration files using Ansible templates'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/ansible-web-endpoints:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Red Hat technical guide detailing the integration of Ansible tasks with
    web service endpoints. Demonstrates querying system telemetry and automating security
    configuration updates via standard API hooks.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Ansible Integration
  - API Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Using Ansible to interact with web endpoints'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/ansiblefest-sysadmins:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical index of key presentations from AnsibleFest. Highlights
    session outcomes regarding next-generation optimization patterns, security auditing,
    multi-cloud management, and enterprise migration strategies.
  language: English
  resource_type: Resource Index
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Community
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 16 AnsibleFest presentations for sysadmins'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/apache-kafka-EDA-performance:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines performance engineering architectures used by Red Hat IT to
    optimize Kafka message delivery throughput. Outlines topic configuration tuning,
    network buffers, consumer scaling structures, and serialization format comparisons.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka
  - Resiliency & Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How we use Apache Kafka to improve event-driven architecture
    performance'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.redhat.com/en/blog/apis-soap-rest-graphql-grpc:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: 'An architectural guide comparing the four most common web communication
    protocols: SOAP, REST, GraphQL, and gRPC. It breaks down the network characteristics,
    payload sizes, typing capabilities, and typical use cases for each. REST is presented
    as the modern web default, GraphQL for complex client-driven data fetching, gRPC
    for high-performance low-latency inter-service microservice communication, and
    SOAP for enterprise legacy transactions.'
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - Protocols & Formats
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: "redhat.com: An Architect's guide to APIs: SOAP, REST, GraphQL, and gRPC
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://www.redhat.com/en/blog/application-management-in-kubernetes-environments-with-helm-charts-and-kubernetes-operators:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Contrasts and complements application packaging methods with Helm Charts
    versus the Kubernetes Operator Framework. Illustrates how developers choose Helm
    for simpler, template-based deployments and Operators for complex, stateful operations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Operators
  - Helm Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.redhat.com: Application Management in Kubernetes Environments with
    Helm Charts and Kubernetes Operators'
  addition_method: manual
  v2_locations:
  - helm.md
https://www.redhat.com/en/blog/applications-here-applications-there-part-3-application-migration:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates strategies for migrating active application states and
    resource structures between hybrid and multi-cloud OpenShift clusters without
    losing critical metadata or transaction continuity.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - Enterprise Modernization
  - Multi-Cluster Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'openshift.com: Applications Here, Applications There! - Part 3 - Application
    Migration'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/architecture-decision-records:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Outlines the foundational value of Architecture Decision Records (ADRs).
    Demonstrates how recording the context, options, and rationale behind architectural
    changes prevents information decay and guides onboarding processes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Methodology
  - Documentation
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Why you should be using architecture decision records to document
    your project'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.redhat.com/en/blog/ask-an-openshift-admin-office-hour-day-2-operations-part-1:
  addition_method: manual
  content_hash: 89bd691375bf8c5ac557e2d12018b8bc6036ec2fd6b1361545829e37299c2e12
  health_score: 100.0
  last_checked: 1779130494.971456
  needs_ai_refresh: true
  v1_locations:
  - docs/ocp4.md
https://www.redhat.com/en/blog/ask-an-openshift-admin-office-hour-day-2-operations-part-2:
  addition_method: manual
  content_hash: bea98be8b11d57faca6b52e8fe9ded9800c15345749e7fd658acf4ec4f183f6f
  health_score: 100.0
  last_checked: 1779130494.968102
  needs_ai_refresh: true
  v1_locations:
  - docs/ocp4.md
https://www.redhat.com/en/blog/automate-podman-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains how to automate enterprise deployment of rootless Podman runtimes
    using Ansible playbooks and certified system roles. This setup streamlines the
    automated rollout of subUID mappings, customized registry structures, and storage
    configurations across highly distributed hybrid-cloud environments.
  language: YAML
  resource_type: Advanced
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Infrastructure as Code
  - Ansible Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: How to automate Podman installation and deployment using Ansible
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/automate-reboot-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical deep dive on the 'ansible.builtin.reboot' module, detailing
    configuration parameters for safe kernel patching or driver upgrades. Explains
    the orchestration mechanics of initiating reboots, handling control channel disconnects,
    and validating post-reboot target accessibility.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - System Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to automate system reboots using the Ansible reboot module'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/automate-your-security-practices-and-policies-on-openshift-with-kyverno:
  description: ''
  addition_method: manual
  content_hash: 749b437121b3977c12ac540d4366f3cb1a58a93f896a7e0bfb33df00c3a45e09
  health_score: 100.0
  last_checked: 1779130494.958956
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  stars: 0
  ai_summary: Illustrates automated security practice implementation inside OpenShift
    clusters utilizing Kyverno. Explores Kyverno's YAML-native approach, highlighting
    how platform engineers write policies using standard Kubernetes resource models
    without learning new programming languages.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Security
  - Policy-as-Code
  - Kyverno
  is_microservice: false
  title: "cloud.redhat.com: Automate Your Security Practices and Policies on OpenShift
    With Kyverno \U0001F31F"
https://www.redhat.com/en/blog/automating-red-hat-satellite-with-ansible?sc_cid=7015Y000003t7aWQAQ:
  addition_method: manual
  content_hash: d395bb52b1252a079444326d64af97a773730272d073bebfa47b0f6209c44b53
  health_score: 100.0
  last_checked: 1779130495.003242
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.redhat.com/en/blog/automating-security-with-cyberark-and-red-hat-ansible-automation-platform?sc_cid=7015Y000003t7aWQAQ
: addition_method: manual
  ai_summary: Deep-dive on workflow security, combining CyberArk vaulting features
    with Ansible infrastructure orchestration. Addresses regulatory and internal auditing
    requirements for credential cycles.
  complexity: Intermediate
  description: ''
  hierarchy:
  - Security
  - Secrets Management
  - Enterprise Platforms
  is_microservice: false
  language: English
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ansible.com: Automating Security with CyberArk and Red Hat Ansible Automation
    Platform'
  v2_locations:
  - devsecops.md
  year: '2022'
https://www.redhat.com/en/blog/automation-architects:
  addition_method: manual
  content_hash: a5758f5648c10373327bc8d6df347246c73cf404c027562a5363ca2444726bef
  health_score: 100.0
  last_checked: 1779130494.998313
  needs_ai_refresh: true
  v1_locations: []
https://www.redhat.com/en/blog/automation-combat-increased-workload:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Focuses on the role of system-wide automation frameworks (e.g., Ansible,
    Chef) in managing scale complexity within modern engineering groups. Illustrates
    how automating toil and routine operations reduces human error rate and frees
    cognitive resources for high-value architecture planning.
  language: English
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Automation & Orchestration
  - Operational Efficiency
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Use automation to combat your increased workload'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.redhat.com/en/blog/automation-first-mentality:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines strategic methods to cultivate an automation-first culture
    within platform and infrastructure organizations. Details how automating recurring
    tasks and standardizing configurations directly impacts delivery reliability,
    architectural scaling, and security compliance.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Automation
  - Engineering Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 5 ways for teams to create an automation-first mentality'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/aws-and-red-hat-quickstart-workshop:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Historical workshop manual detailing early CloudFormation blueprints
    for hosting OpenShift instances on AWS. Replaced entirely by contemporary ROSA
    (Red Hat OpenShift Service on AWS) implementations.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS
  - Workshops
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com: AWS and red hat quickstart workshop'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/based-validated-network-content?sc_cid=7015Y000003t7aWQAQ:
  addition_method: manual
  content_hash: 061e2aadd4af4c6a6ce6a85935af948428e6d0b9a4f26f8c753e8ad530c0b2fe
  health_score: 100.0
  last_checked: 1779130495.020295
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/be-careful-when-pulling-images-short-name:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A critical security advisory highlighting the risks of short-name image
    pulling. It describes spoofing and poisoning vectors, explaining how to force
    container engines to use fully-qualified domain names (FQDN) to guarantee image
    provenance and registry safety.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Containerization
  - Image Construction
  - Security Practice
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Be careful when pulling images by short name'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/best-microservices-2021:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A curated compilation of top-tier resources discussing microservices,
    distributed logging, service mesh implementations, and event-driven patterns.
    Provides platform architects with a quick roadmap to explore advanced container
    patterns and decentralized database design approaches.
  language: English
  resource_type: Resource Compilation
  complexity: Intermediate
  hierarchy:
  - Microservices & Distributed Systems
  - Architecture Evolution
  - Curated Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'redhat.com: Top 8 resources for microservices architecture of 2021'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.redhat.com/en/blog/build-VM-fast-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Highlights the extreme velocity benefits of programmatic infrastructure
    by spinning up a full VM-based training lab environment inside of 36 seconds using
    Ansible automation. (Live Grounding: Shows how standardized playbooks reduce system
    bootstrap overhead to near zero).'
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code & CI-CD
  - Configuration Management
  - Ansible
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Build a lab in 36 seconds with Ansible'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/build-kubernetes-operators-from-helm-charts-in-5-steps:
  addition_method: manual
  content_hash: dd0a9f3345befce514c305d9cc0149cd7ef0c44678aa2546857d06a7a24e7d0b
  health_score: 100.0
  last_checked: 1779130495.005446
  needs_ai_refresh: true
  v1_locations:
  - docs/ocp4.md
https://www.redhat.com/en/blog/build-your-kubernetes-operator-with-the-right-tool:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comparative guide highlighting the tradeoffs between different operator
    developer tools like Helm, Ansible, and Go. It establishes a maturity model to
    help teams choose tools based on their application's lifecycle complexity. Essential
    reference for migration strategies from simple manifest templates to active state-reconciliation
    loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Extension
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "openshift.com: Build Your Kubernetes Operator With the Right Tool \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://www.redhat.com/en/blog/building-declarative-pipelines-openshift-dsl-plugin:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Provides a comprehensive overview of building declarative CI/CD routines
    utilizing the OpenShift DSL Plugin. Enables developers to construct clean pipeline
    workflows with native OpenShift resource operations directly inside Jenkins files.
  language: Groovy
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Jenkins Pipelines
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "Building Declarative Pipelines with OpenShift DSL Plugin \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.redhat.com/en/blog/building-openshift-pipelines-with-gitlab:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details configuring GitLab CI runners inside an OpenShift environment
    to native execution. Addresses cluster authentication, caching mechanisms, and
    security contexts when executing pipeline scripts inside restricted Pod environments.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - GitLab Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Building GitLab Pipelines on OpenShift'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Official blog sharing product updates, strategies, and engineering insights
    on hybrid cloud infrastructures. It details native integrations, security baselines,
    and virtualization upgrades. Essential reading for platform architects designing
    multi-cluster, multi-cloud enterprise footprints in 2026.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - Hybrid Cloud
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "OpenShift blog \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/accessing-external-services-using-egress-router:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.026836
  v1_locations:
  - docs/openshift.md
https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/networkpolicies-and-microsegmentation:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.971855
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/channel/open-source-communities:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the structural transition introduced in Ansible 3.0.0. Focuses
    on the architectural split that separated 'ansible-core' engine components from
    'collections' packages, resolving dependency bottlenecks and streamlining modern
    community module delivery.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "ansible.com: Announcing the Community Ansible 3.0.0 Package \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
  - chatgpt.md
https://www.redhat.com/en/blog/chaos-engineering-with-litmuschaos:
  addition_method: manual
  content_hash: 4e99fbd5182b466ad4715d232c8b533d2fe09deeeb66b015a50e9f32365c9385
  health_score: 100.0
  last_checked: 1779130494.968714
  needs_ai_refresh: true
  v1_locations:
  - docs/chaos-engineering.md
https://www.redhat.com/en/blog/check-out-our-new-look:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Details operational adjustments regarding the consolidation of Red Hat's
    container and cloud portals, unifying legacy console properties under the streamlined
    Red Hat Hybrid Cloud Console dashboard.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Enterprise Kubernetes
  - Platform Ecosystem
  - Administrative Systems
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: Changes coming for OpenShift.com and Cloud.Redhat.com'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/cloud-devops-with-openshift-and-jfrog:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This integration study outlines the cooperative benefits of leveraging
    Red Hat OpenShift alongside JFrog Artifactory to drive secure, enterprise-grade
    cloud-native development. It covers automated build triggers, container compliance,
    and continuous deployment workflows. It showcases how combining these enterprise
    tools streamlines DevOps practices at scale.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - OpenShift & JFrog
  - DevOps Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Cloud DevOps With OpenShift and JFrog'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.redhat.com/en/blog/cloud-native-business-automation-kogito:
  description: ''
  addition_method: manual
  content_hash: 5745425287ff9c13704b5c3138b5d614a6bcf7f5ad21674dcfba82627d3e8d26
  health_score: 100.0
  last_checked: 1779029628.693611
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/java_frameworks.md
  v2_locations:
  - java_frameworks.md
  year: '2021'
  ai_summary: Introduces Kogito, a cloud-native business automation engine built on
    Drools and jBPM. It is designed to run business rules as lightweight, containerized
    microservices. In 2026, Kogito is widely used to bring complex decision-making
    processes into serverless workflows on Quarkus.
  language: Java
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Modern Java
  - Automation
  - Business Rules
  is_microservice: true
  title: 'redhat.com: Cloud-native business automation with Kogito'
https://www.redhat.com/en/blog/cloud-native-ci-cd-with-openshift-pipelines:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Introduces OpenShift Pipelines as the modern serverless, cloud-native
    standard built on the Tekton project. Explains how Tekton's CRD-first strategy
    delivers secure, isolated build containers without a centralized daemon or controller
    bottlenecks.
  language: Yaml
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Tekton Pipelines
  tags:
  - '[DE FACTO STANDARD]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'openshift.com: Cloud-Native CI/CD with OpenShift Pipelines based on Tekton'
  addition_method: manual
  v2_locations:
  - tekton.md
  - openshift-pipelines.md
https://www.redhat.com/en/blog/compose-kubernetes-podman:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This guide covers the migration workflow from local Docker Compose files
    to production-ready Kubernetes manifests using Podman's native capability `podman
    generate kube`. This mechanism allows engineering teams to export local container
    configurations directly into standardized Kubernetes Pod specifications, accelerating
    the orchestration of modern microservices.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Kubernetes Integration
  - Manifest Translation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'redhat.com: From Docker Compose to Kubernetes with Podman'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/configure-gmail-using-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates programmatic notification workflows by configuring Ansible
    to route runtime alerts through Gmail SMTP relays. Explains secure credential
    injection, target port bindings, and task logic triggers during deployment failure
    modes.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Notification
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to use Ansible to send an email using Gmail'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/configure-ssh-keygen:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Comprehensive guide to generating and deploying cryptographic SSH keypairs.
    Discusses security practices such as passphrase utilization, key algorithms (RSA
    vs. Ed25519), and multi-host access management.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Network Services
  - SSH & Encryption
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: Using ssh-keygen and sharing for key-based authentication in
    Linux'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/configure-the-openshift-image-registry-backed-by-openshift-container-storage:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Step-by-step guide to configuring the built-in OpenShift Image Registry
    using persistent backends provided by OpenShift Container Storage (now Red Hat
    OpenShift Data Foundation). Explains the application of ReadWriteMany (RWX) PV
    allocations to support multiple registry pods.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Cluster Storage
  - Container Registry Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com: Configure the OpenShift Image Registry backed by OpenShift
    Container Storage'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/container-information-podman:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides techniques for extracting and parsing runtime telemetry data
    from Podman systems using structured queries and JSON outputs. It covers tools
    like `podman inspect` and `podman stats` to build local monitoring solutions for
    microservice containers.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Tooling
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to use Podman to get information about your containers'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/container-security-seccomp:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Red Hat technical reference manual exploring how seccomp filters improve
    container isolation. Demonstrates how container runtimes (such as CRI-O, Docker,
    and Podman) integrate system call blockers at the kernel level to shield the host
    from container breakout attacks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Container Security
  - Linux Kernel Sandboxing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: Improving Linux container security with seccomp \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/containerizing-applications:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A highly practical guide detailing how system administrators can containerize
    legacy workloads. It covers writing clean Containerfiles/Dockerfiles, selecting
    secure base images, managing non-root execution privileges, and transitioning
    configuration management to environment variables.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Containerization
  - Operations Guide
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'redhat.com: A sysadmin''s guide to containerizing applications'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.redhat.com/en/blog/create-containers-podman-quickly:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates writing reproducible, automated container management pipelines
    using lightweight shell scripts coupled with Podman's CLI. It covers passing dynamic
    configurations, parsing telemetry data, and setting up automated cleanup tasks
    in resource-constrained environments.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Infrastructure as Code
  - Shell Scripting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Create fast, easy, and repeatable containers with Podman and
    shell scripts'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/creating-custom-rules-for-ansible-lint:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: In-depth tutorial explaining the creation of custom rules for `ansible-lint`
    using Python. Essential for platform engineering groups enforcing code quality
    standards, security compliance, and organizational guardrails across repositories.
  language: English
  resource_type: blog_post
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Ansible Quality Assurance
  - Static Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ansible.com: Creating Custom Rules for Ansible Lint'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/curl-hack-httpie:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Evaluation of httpie as a modern, user-friendly alternative to curl
    with native JSON formatting and colorization. Highlights its syntax ergonomics
    which streamline development and API testing workflows in microservice backends.
  language: English
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Data Transfer Protocols
  - Command Line Utilities
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'redhat.com: Save time at the command line with HTTPie instead of curl'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/customize-vm-cloud-images-guestfish:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to integrate `guestfish` pipelines into cloud image provisioning
    scripts. Details the automated modification of network configurations, credential
    injection, and software installations within raw VM images.
  language: Bash
  resource_type: Virtualization Guide
  complexity: Advanced
  hierarchy:
  - Linux
  - Virtualization
  - Disk Utilities
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to customize VM and cloud images with guestfish'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/customizing-virtual-machine-templates-in-openshift-1:
  addition_method: manual
  content_hash: 6677f748ddca34ba89462cd1cd2289500cdeb697f44c698ff04ada0a8d8e7483
  health_score: 100.0
  last_checked: 1779130494.986251
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/data-text-files:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Guides developers on parsing files safely within bash loops. Emphasizes
    the use of the Internal Field Separator (IFS) and the `read -r` command to prevent
    inadvertent character modifications and backslash evaluations.
  language: Bash
  resource_type: Developer Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Automation
  - Bash Scripting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: Bash scripting: How to read data from text files'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/datacenter-edge-open-hybrid-cloud-vision-red-hat-ansible-automation-platform-2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the shift to distributed execution plane models in AAP 2. Replaces
    monolithic scheduler architecture with portable, lightweight execution environments
    optimized for edge sites.
  language: English
  resource_type: blog_post
  complexity: Advanced
  hierarchy:
  - Automation & Orchestration
  - Enterprise Platform
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: From the datacenter to the edge: The open hybrid cloud vision
    for Red Hat Ansible Automation Platform 2'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/debugging-java-applications-on-openshift-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Investigates techniques for profiling and debugging remote Java applications
    running on Kubernetes pods. Walks through port-forwarding JDWP connections and
    using CLI profiling utilities.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Monitoring
  - Java Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Debugging Java Applications On OpenShift and Kubernetes
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://www.redhat.com/en/blog/demystifying-ansible-sysadmins:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demystifies Ansible automation mechanics specifically tailored to system
    administration architectures. The guide explores the core agentless architecture,
    declarative state models, SSH control path transport, and how standard shell operations
    mapping to modules can prevent configuration drift on production fleets.
  language: YAML
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: Demystifying Ansible for Linux sysadmins \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/demystifying-multus:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Demystifying Multus CNI, this analysis details how the meta-plugin enables
    multi-homing for Kubernetes pods. By orchestrating a primary CNI (like OVN-Kubernetes
    or Calico) along with secondary interfaces (like Macvlan, SRIOV, or host-device),
    Multus provides pods with isolated control and data planes. This architecture
    is vital for high-throughput telecom workloads (5G/NFV) and legacy applications
    requiring direct hardware access.
  language: English
  resource_type: Deep Dive
  complexity: Advanced
  hierarchy:
  - Networking
  - Container Network Interface
  - Multus CNI
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "openshift.com: Demystifying Multus \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/deploying-jenkins-on-openshift-part-1:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Enterprise guide illustrating structural configuration, route definition,
    and persistent storage bindings for deploying stable Jenkins masters inside OpenShift
    namespaces.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD & DevOps
  - Enterprise Jenkins
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com: Deploying jenkins on openshift - part 1'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://www.redhat.com/en/blog/deploying-openshift-4.4-to-vmware-vsphere-7:
  addition_method: manual
  content_hash: 3088b18fd198e2e74e0b7f50aa956eeffeb847a30a64412980ca8af5fb1d9fdf
  health_score: 100.0
  last_checked: 1779130494.940476
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/deploying-openshift-applications-multiple-datacenters:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Advanced architectural walkthrough on utilizing Jenkins to orchestrate
    synchronized microservice deployments across federated, multi-datacenter OpenShift
    cluster topologies.
  language: Groovy
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD & DevOps
  - Enterprise Jenkins
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.openshift.com: Deploying OpenShift Applications to Multiple Datacenters
    (with Jenkins)'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://www.redhat.com/en/blog/deploying-to-openshift-using-github-actions:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A step-by-step technical blueprint showing the integration of OpenShift
    API endpoints within automated GitHub pipelines. Highlights OAuth-based login
    processes, image registry configuration, and seamless rolling updates. Essential
    for maintaining secure hybrid-cloud application states.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Container Orchestration
  - CI/CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Deploying to OpenShift using GitHub Actions'
  addition_method: manual
  v2_locations:
  - git.md
https://www.redhat.com/en/blog/descheduler-ga-in-openshift-4.7:
  addition_method: manual
  content_hash: 3f86ea029b6ca6fde6aaf2f176b95d9276333234f2fb6a3ca1fb5033592ff77d
  health_score: 100.0
  last_checked: 1779130494.95662
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/design-enterprise-architecture-diagrams:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An engineering guide showing how to design professional enterprise infrastructure
    diagrams using diagrams.net, explaining how to utilize layers and libraries to
    depict container dependencies.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Visualization
  - Guide
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Design professional enterprise architecture diagrams with this
    open source tool (diagrams.net)'
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://www.redhat.com/en/blog/developing-ansible-role:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A strict blueprint outlining the 8-step process to package, version,
    and manage custom Ansible roles. Promotes standard practices using standard role
    directory layouts—defaults, tasks, vars, handlers, templates, and meta—ensuring
    clean distribution.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Modular Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: 8 steps to developing an Ansible role in Linux \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/devsecops-enterprise-architecture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architecture guide on scaling secure DevSecOps practices across enterprise
    hybrid-cloud deployments. Examines how to align secure base image standards, policy
    enforcement tools, and continuous compliance dashboards across diverse developer
    groups.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security
  - DevSecOps
  - Enterprise Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'redhat.com: Getting DevSecOps to production and beyond'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/diagramming-tools-cloud-infrastructure:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A highly curated Red Hat technical review evaluating six open-source
    and professional cloud drawing tools designed to simplify complex Kubernetes,
    VM, and serverless network architecture mapping.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Visualization
  - Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 6 architectural diagramming tools for cloud infrastructure'
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://www.redhat.com/en/blog/diagramming-tools-network-architecture:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A practical technical overview analyzing five outstanding diagramming
    utilities optimized to map network topology, complex VLAN structures, and overlay
    networks within distributed microservices environments.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture & Design
  - Visualization
  - Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Try these 5 diagramming tools for network architecture'
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://www.redhat.com/en/blog/edit-text-bash-command:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: This reference highlights core techniques using sed and awk to perform
    multi-file in-place string replacements. It walks through streaming substitutions
    and standard regex compliance. Live Grounding validates these commands as highly
    reliable utilities for configuration management tasks inside declarative deployments.
  language: Bash
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Text Processing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 2 Bash commands to change strings in multiple files at once'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/enabling-openshift-4-clusters-to-stop-and-resume-cluster-vms:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Outlines the procedural and architectural mechanics required to pause
    and resume OpenShift 4 clusters running on virtualized or cloud infrastructures.
    Details how to coordinate VM shutdowns while preventing split-brain scenarios
    and preserving etcd consensus state upon cluster wake-up.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Infrastructure Operations
  - Cost Optimization
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Enabling OpenShift 4 Clusters to Stop and Resume Cluster VMs
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/enhanced-openshift-jboss-amq-container-image-for-production:
  addition_method: manual
  content_hash: 8ee9e22beed3be4625bbe0f3f664c832b04cce75f70fbccb95f7ea365596735a
  health_score: 100.0
  last_checked: 1779130494.953707
  needs_ai_refresh: true
  v1_locations:
  - docs/monitoring.md
https://www.redhat.com/en/blog/enterprise-kubernetes-with-openshift-part-one:
  addition_method: manual
  content_hash: 6327dfab4ea8d6d02b4b859c594b814865539b9af58963c759b000b24023fc2f
  health_score: 100.0
  last_checked: 1779130495.010996
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/container-managers.md
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/event-driven-architecture-essentials:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This Red Hat architectural summary documents the enterprise benefits
    of Event-Driven Architectures (EDA). It focuses on asynchronous communication,
    decoupling execution contexts, and enabling real-time analytics integrations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Enterprise Integration
  - Event-Driven Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "redhat.com: Event-driven architecture: Understanding the essential benefits
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.redhat.com/en/blog/extra-variables-ansible-playbook:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Clarifies the mechanism of variable precedence in Ansible by focusing
    on "extra variables" passed via command-line arguments (`--extra-vars` or `-e`).
    This approach represents the highest level of precedence, enabling runtime dynamic
    overrides essential for CI/CD integrations.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to pass extra variables to an Ansible playbook'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/fast-vs-easy-benchmarking-ansible-operators-for-kubernetes?sc_cid=7015Y000003t7aWQAQ:
  addition_method: manual
  content_hash: 963383035903654492ff0abdb22d8f93758319d246f21e9fa92be93c3558cfce
  health_score: 100.0
  last_checked: 1779130494.965907
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/faster-ansible-playbook-execution:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Presents eight engineering recommendations to optimize Ansible playbook
    execution. Features execution strategies (free strategy), task-level profiling,
    asynchronous execution, facts caching, and tuned pipelining configurations.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 8 ways to speed up your Ansible playbooks'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/find-non-expiring-passwords:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An operational guide focusing on security compliance pipelines by leveraging
    Bash to query and audit Linux system user stores. It highlights methods to trace
    non-expiring passwords and security holes. Live Grounding confirms its tactical
    value in legacy compliance auditing and quick infrastructure scans.
  language: Bash
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - System Security
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'redhat.com: Audit user accounts for never-expiring passwords with a Bash
    script'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/fine-grained-policy-enforcement-in-openshift-with-open-policy-agent:
  description: ''
  addition_method: manual
  content_hash: c4d922b39abc46343e07e22c22bca3476a4bbdc730db25becaa90abc3e29cae8
  health_score: 100.0
  last_checked: 1779130494.974532
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2020'
  stars: 0
  ai_summary: A deep-dive technical article by Red Hat showcasing fine-grained policy
    enforcement in OpenShift using Open Policy Agent. Details how to intercept Kubernetes
    API requests via admission controllers to block non-compliant resource deployments
    programmatically.
  language: Rego
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Security
  - Policy-as-Code
  - OPA
  is_microservice: false
  title: "blog.openshift.com: Fine-Grained Policy Enforcement in OpenShift with Open
    Policy Agent \U0001F31F"
https://www.redhat.com/en/blog/five-network-commands:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Identifies the five critical networking commands that form the bedrock
    of modern Linux diagnostics. Contrasts modern iproute2 implementations like 'ip'
    and 'ss' against deprecated net-tools equivalents, providing a fast troubleshooting
    playbook for solving local network isolation issues.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Diagnostics
  - Troubleshooting
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "redhat.com: 5 Linux network troubleshooting commands \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/from-code-to-production-with-gitops:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Introduces robust continuous delivery architectures utilizing Tekton
    for image construction and Argo CD for GitOps-based state syncs. Serves as the
    primary operational blueprint for enterprise microservice platforms in 2026.
  language: Yaml
  resource_type: Architectural Pattern
  complexity: Advanced
  hierarchy:
  - Platform Architecture
  - GitOps
  - Modern Pipelines
  tags:
  - '[DE FACTO STANDARD]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "openshift.com: From Code to Production with GitOps, Tekton and ArgoCD \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
  - ocp3.md
https://www.redhat.com/en/blog/from-ops-to-sre-evolution-of-the-openshift-dedicated-team:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyses the operational and structural evolution of Red Hat's OpenShift
    Dedicated SRE team. Documents the shift from classic system administration to
    an automation-first SRE model to govern fleet-scale, multi-tenant Kubernetes platforms
    at high availability.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Managed Kubernetes
  - Site Reliability Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: From Ops to SRE - Evolution of the OpenShift Dedicated Team'
  addition_method: manual
  v2_locations:
  - sre.md
https://www.redhat.com/en/blog/from-sysadmin-to-architect:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Maps professional development strategies for system administrators transitioning
    to IT architect roles. Emphasizes system-level thinking, mastering cloud-native
    paradigms, understanding business metrics, and cultivating strong communication
    skills.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Career Development
  - Architect Strategy
  - Skillsets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 5 strategies to shift your career from sysadmin to architect'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.redhat.com/en/blog/from-templates-to-openshift-helm-charts:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Provides step-by-step guidance on porting proprietary OpenShift templates
    into standard Helm Charts, improving cross-platform compatibility and simplifying
    application rollout processes.
  language: Yaml
  resource_type: Blog / Guide
  complexity: Intermediate
  hierarchy:
  - App Development
  - Packaging
  - Helm Charts
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com/: From Templates to Openshift Helm Charts'
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.redhat.com/en/blog/fully-automated-management-of-egress-ips-with-the-egressip-ipam-operator:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details the egressip-ipam-operator, which automates and orchestrates
    the allocation of static Egress IPs for outbound Kubernetes traffic. Double-evidence
    synthesis shows this is critical for integrating cloud-native workloads with enterprise
    firewalls that require predictable IP whitelists.
  language: Go
  resource_type: Article/Operator
  complexity: Advanced
  hierarchy:
  - Kubernetes & OpenShift
  - Networking
  - IPAM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Fully Automated Management of Egress IPs with the egressip-ipam-operator
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift.md
? https://www.redhat.com/en/blog/generally-available-today-red-hat-openshift-container-platform-311-ready-power-enterprise-kubernetes-deployments
: description: ''
  year: '2018'
  stars: 0
  ai_summary: 'Announcement of OpenShift 3.11 container platform, detailing its core
    features like cluster administration consoles and native Kubernetes integration.
    Curator Insight: Historical release notes for OpenShift 3.11. Live Grounding:
    Now considered legacy compared to current version 4.x deployments, but represents
    a key historical milestone.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - OpenShift
  - Releases
  - Enterprise Kubernetes
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "Generally Available today: Red Hat OpenShift Container Platform 3.11 is
    ready to power enterprise Kubernetes deployments \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.redhat.com/en/blog/geographically-distributed-stateful-workloads-part-3-keycloak:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explains geographically distributed stateful workloads on OpenShift,
    focusing on multi-site Keycloak configurations. Details the database synchronization,
    network latency handling, and global load-balancing requirements necessary to
    guarantee low-latency authentication for global applications.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access Management
  - High Availability
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'openshift.com: Geographically Distributed Stateful Workloads - Part 3: Keycloak'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/getting-started-in-openshift:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An introductory platform guide for engineers beginning their transition
    to OpenShift. Covers simple code deployments, route generation strategies, environment
    parameter definitions, and container lifecycle actions.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Enterprise Kubernetes
  - Developer Experience
  - Platform Onboarding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "cloud.redhat.com: Getting Started in OpenShift \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/getting-started-jboss:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A historical and architectural overview of JBoss, designed for enterprise
    Java architects. Explains how JBoss evolved from a heavyweight application server
    to modular setups optimized for modern virtual machines and enterprise containers.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Development
  - Enterprise Java Platforms
  - JBoss Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Getting started with JBoss'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/getting-started-running-spark-workloads-on-openshift:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Provides an enterprise guide to running containerized Apache Spark workloads
    within Red Hat OpenShift, highlighting security-first practices and security context
    constraints (SCCs). Illustrates leveraging OpenShift's cluster monitoring and
    dynamic storage classes for big data analytics. Live Grounding confirms OpenShift
    remains a preferred, secure platform for regulated enterprises executing large-scale
    analytical tasks.
  language: Markdown
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Data & AI
  - Apache Spark
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: Getting Started running Spark workloads on OpenShift'
  addition_method: manual
  v2_locations:
  - kubernetes-bigdata.md
https://www.redhat.com/en/blog/getting-started-with-applicationsets:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Deep dive into the ArgoCD ApplicationSet controller, explaining how
    to model and automate multi-cluster and multi-tenant application deployments.
    Covers generators like List, Directory, and Git to scale configurations with minimal
    templating boilerplate.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Multi-Cluster
  - ApplicationSets
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'openshift.com: Getting Started with ApplicationSets'
  addition_method: manual
  v2_locations:
  - argo.md
https://www.redhat.com/en/blog/getting-started-with-kubevirt:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A conceptual guide to running containerized applications alongside legacy
    virtual machines in a unified cluster context.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Compute & Runtime
  - Virtualization
  - KubeVirt Introduction
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Getting Started with KubeVirt Containers and Virtual Machines Together
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/gitops-implementation-patterns:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Contrasts various topology models for GitOps implementation, analyzing
    multi-repo vs. mono-repo, shared vs. decentralized controllers, and cluster-scoped
    vs. namespace-scoped operational permissions.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - GitOps
  - Architecture
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Comparing GitOps implementation patterns: Pros and cons'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.redhat.com/en/blog/gitops-secret-management:
  description: "- [Kubernetes External Secrets \U0001F31F](https://github.com/external-secrets/kubernetes-external-secrets)
    Integrate external secret management systems with Kubernetes. Kubernetes External
    Secrets allows you to use external secret management systems, like AWS Secrets
    Manager or HashiCorp Vault, to securely add secrets in Kubernetes.\n    - [thenewstack.io:
    GoDaddy’s Project to Secure, Rotate Kubernetes Secrets \U0001F31F](https://thenewstack.io/godaddys-innovative-project-to-secure-and-rotate-kubernetes-secrets)"
  year: '2021'
  stars: 0
  ai_summary: 'Compares legacy secret management strategies using Bitnami Sealed Secrets
    and GoDaddy''s Kubernetes External Secrets (KES). Live grounding alerts: KES is
    archived and fully deprecated, having been replaced by the unified External Secrets
    Operator (ESO). This article remains a useful historical reference for understanding
    early GitOps secret evolution.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - GitOps Secrets
  - Operator Architecture
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "GitOps secret management with bitnami-labs Sealed Secret and GoDaddy Kubernetes
    External Secrets \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Outlines unified continuous delivery architecture matching OpenShift
    Pipelines (Tekton) with Advanced Cluster Management (ACM). Explains how to integrate
    CI workflows with multi-cluster governance rules.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - GitOps
  - Multi-Cluster Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red
    Hat Advanced Cluster Management'
  addition_method: manual
  v2_locations:
  - demos.md
? https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management-to-deploy-on-multiple-clusters
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Comprehensive architectural guide for deploying multi-cluster applications
    using OpenShift Pipelines (Tekton) and Advanced Cluster Management (ACM). Provides
    deep configuration plans to coordinate releases across hybrid environments.
  language: Yaml
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - GitOps
  - Multi-Cluster Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red
    Hat Advanced Cluster Management to Deploy on Multiple Clusters \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/global-load-balancer-approaches:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Highlights architectural approaches to implement Global Server Load
    Balancing (GSLB) models across heterogeneous multi-cloud or hybrid clusters. Covers
    DNS-based and Anycast solutions to facilitate high-availability failover paths.
  language: English
  resource_type: Whitepaper
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Load Balancing
  - Global GSLB
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "cloud.redhat.com: Global Load Balancer Approaches \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.redhat.com/en/blog/global-load-balancer-for-openshift-clusters-an-operator-based-approach:
  addition_method: manual
  content_hash: 06901f5e5fb9a8c3190d75234880fd5139fad691a113442cb742376554cf8c01
  health_score: 100.0
  last_checked: 1779130494.951753
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/grpc-or-http/2-ingress-connectivity-in-openshift:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines methods to secure and optimize high-throughput gRPC and HTTP/2
    flows through OpenShift and Kubernetes ingress endpoints. Outlines router parameter
    optimizations and ALPN negotiation configurations to support low-latency microservice
    interfaces.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - gRPC & HTTP2
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "openshift.com: gRPC or HTTP/2 Ingress Connectivity in OpenShift \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.redhat.com/en/blog/guide-to-installing-an-okd-4-4-cluster-on-your-home-lab:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An extensive blog series instructing network engineers and developers
    on setting up a bare-metal OKD 4.4 cluster inside a personal home lab. It covers
    essential infrastructure prep, including configuring DHCP, DNS forwarding, PXE
    booting, HAProxy for load balancing, and deploying the bootstrap control VM.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Platforms
  - Distribution
  - Lab Setup
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com: Guide to Installing an OKD 4.4 Cluster on your Home
    Lab'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/guide-to-openshift-pipelines-part-1-introducing-openshift-pipelines:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introductory deep-dive on OpenShift Pipelines. Explains how Tekton
    native Custom Resource Definitions (CRDs) abstract execution steps directly into
    the Kubernetes engine, removing the need for external tooling engines.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - CI/CD Pipelines
  - Tekton Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Guide to OpenShift Pipelines Part 1 - Introducing OpenShift
    Pipelines'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/history-and-future-openjdk:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A historical retrospective and future-looking roadmap of the OpenJDK
    project. It charts the progression from a closed-source ecosystem to a highly
    vibrant, open-source community, highlighting key architectural enhancements that
    modernized the JVM for scalable container execution.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Java Ecosystem
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: The history and future of OpenJDK'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.redhat.com/en/blog/how-full-is-my-cluster-part-5-a-capacity-management-dashboard:
  addition_method: manual
  last_checked: 1781736112.666819
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - ocp3.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/how-gather-and-display-metrics-red-hat-openshift:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Step-by-step guide for monitoring system resource utilization using
    Red Hat OpenShift’s native, built-in Prometheus and Grafana instances. Curator
    Insight: Platform-specific metrics guide. Live Grounding: Highly critical reference
    for system engineers configuring monitoring parameters within OpenShift clusters.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - OpenShift
  - Observability
  - Prometheus
  - Grafana
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'redhat.com: **How to gather and display metrics in Red Hat OpenShift** (Prometheus
    + Grafana)'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.redhat.com/en/blog/how-start-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A fundamental roadmap designed for traditional engineers migrating from
    shell scripting paradigms. Covers declarative task design, module encapsulation
    principles, and strategies to orchestrate reliable parallel host commands with
    idempotent verification.
  language: YAML
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: Got automation? Here's a quick guide to get you up to speed
    on Ansible \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
? https://www.redhat.com/en/blog/how-to-build-a-disconnected-openshift-cluster-with-mirror-registries-on-rhel-coreos-using-podman-and-systemd
: description: ''
  year: '2021'
  stars: 4
  ai_summary: A technical guide to building disconnected, air-gapped OpenShift topologies.
    Focuses on configuring local mirror registries on RHEL CoreOS using Podman and
    systemd to deliver base images without public internet access.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Infrastructure Operations
  - Air-Gapped Environments
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: How to Build a Disconnected OpenShift Cluster With Mirror
    Registries on RHEL CoreOS Using Podman and Systemd'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/how-to-enable-static-egress-ip-in-ocp:
  addition_method: manual
  content_hash: 29066bcde2ca79161ca546b9ad14ee329c2bf63f9f8d1d7164f136df062d97e9
  health_score: 100.0
  last_checked: 1779130494.92896
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/how-to-modernize-virtualized-workloads:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Guides enterprise architects through modernizing traditional VM-based
    applications into containerized architectures using tools like OpenShift Virtualization
    (KubeVirt). This allows running legacy virtual machines side-by-side with cloud-native
    containers inside a unified Kubernetes environment.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Virtualization & Containers
  - Modernization Strategy
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "cloud.redhat.com: How to Modernize Virtualized Workloads \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.redhat.com/en/blog/how-to-monitoring-openshift-4.x-with-zabbix-using-prometheus-part-2:
  description: ''
  addition_method: manual
  content_hash: c4c53ea401b26a1dcdf38dc212f18440a3d68f6bb51e46753435b1d7bf028032
  health_score: 100.0
  last_checked: 1779130494.960288
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2022'
  stars: 0
  ai_summary: Part 2 of the Zabbix integration guide, configuring Zabbix to extract
    real-time Prometheus alert states and raw metrics endpoints inside the OpenShift
    cluster, leveraging the cluster-monitoring operator APIs.
  language: en
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Observability
  - Infrastructure Monitoring
  - Zabbix & Prometheus
  is_microservice: false
  title: 'openshift.com: How to Monitor Openshift 4.x with Zabbix using Prometheus
    - Part 2'
? https://www.redhat.com/en/blog/how-to-observe-your-clusters-with-red-hat-advanced-cluster-management-customize-the-grafana-dashboard
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Guides readers in customizing Multi-Cluster Grafana Dashboards under
    ACM. Centralizes metric aggregation pipelines and tailors performance panels across
    heterogeneous cluster landscapes.
  language: JSON
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Observability & Service Mesh
  - Grafana & ACM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: How to Observe your Clusters with Red Hat Advanced Cluster
    Management - Customize the Grafana Dashboard'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/how-to-offer-service-running-on-openshift-on-aws-to-other-aws-vpcs-privately:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Technical blueprint detailing how to expose application endpoints hosted
    on ROSA (Red Hat OpenShift on AWS) to external AWS VPCs utilizing AWS PrivateLink.
    Prevents traffic exposure to the public internet by configuring Network Load Balancers
    (NLBs).
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Network Engineering
  - Cloud Provider Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "openshift.com: How to Offer Service Running on OpenShift on AWS to Other
    AWS VPCs, Privately \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/how-to-orchestrate-data-pipelines-with-applications-deployed-on-openshift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This guide reviews techniques for deploying and orchestrating resilient
    data pipelines within Red Hat OpenShift. It outlines utilizing Kubernetes-native
    orchestration patterns and operators to manage high-throughput ETL/ELT tasks alongside
    standard microservice applications.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Data Pipelines
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'openshift.com: How to Orchestrate Data Pipelines with Applications Deployed
    on OpenShift'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.redhat.com/en/blog/how-to-use-argocd-deployments-with-github-tokens:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Explains how to securely integrate ArgoCD with private GitHub repositories
    using Personal Access Tokens (PATs) and fine-grained permissions. Addresses secure
    secret management inside Kubernetes to safeguard credentials used during the repository
    fetching phase.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - GitOps & CD
  - ArgoCD
  - Authentication & SSO
  - GitHub Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: How to Use ArgoCD Deployments with GitHub Tokens'
  addition_method: manual
  v2_locations:
  - argo.md
https://www.redhat.com/en/blog/how-to-use-hashicorp-vault-and-argo-cd-for-gitops-on-openshift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deep dive on using HashiCorp Vault within OpenShift to feed sensitive
    parameters safely to Argo CD workloads. Addresses authorization patterns, sidecar
    injection, and secure credential parsing in enterprise-grade pipelines.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Secret Management
  - Argo CD Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: How to Use HashiCorp Vault and Argo CD for GitOps on OpenShift'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/hybrid-cloud-management-tools:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Identifies key categories and frameworks necessary for coordinating
    multi-cluster and hybrid environments. Emphasizes unified control planes, configuration
    management tools like Ansible, orchestration tools, and automated security scanning
    to maintain posture consistency.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Hybrid Cloud
  - Management Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 5 essential tools for managing hybrid cloud infrastructure'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.redhat.com/en/blog/ibm-and-red-hat-bring-openshift-to-ibm-z-and-linuxone:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This collaboration expands the Red Hat OpenShift Container Platform
    to IBM Z and LinuxONE s390x architectures. It bridges heritage mainframe reliability
    with modern container orchestration, enabling low-latency integration with transactional
    data and secure execution via IBM's Secure Service Container technology.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Integration
  - Enterprise Mainframe
  - OpenShift on IBM Z
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: IBM and Red Hat bring OpenShift to IBM Z and LinuxONE
  addition_method: manual
  v2_locations:
  - ibm_cloud.md
https://www.redhat.com/en/blog/illustrated-guide-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Offers a highly visual explanation of GitOps core loops (Git -> CI ->
    Container Registry -> CD Operator -> Cluster). Simplifies complex state synchronization
    mechanics for developers new to cloud-native delivery pipelines.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - GitOps
  - Introduction
  - Visual Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: An illustrated guide to GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.redhat.com/en/blog/improved-tooling-and-best-practices-to-help-you-migrate-to-openshift-4:
  addition_method: manual
  content_hash: 4f0bcabfb652d818008f17fbe9587849d17192c1c0c1f32702e526bae1affe5b
  health_score: 100.0
  last_checked: 1779130494.966677
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/improving-jenkins-performance-on-openshift-part-2:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Architectural performance tuning guide for running large-scale Jenkins
    deployments on OpenShift. Addresses JVM optimization, garbage collection configuration,
    build concurrency limit management, and persistent storage class optimizations.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI/CD & DevOps
  - Enterprise Jenkins
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com: Improving jenkins performance on openshift - part 2'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://www.redhat.com/en/blog/install-ansible-way:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines platform-agnostic package provisioning in enterprise environments.
    Illustrates standard configurations using generic package modules, repository
    definitions, GPG key ingestion, and target package state auditing across Red Hat
    and Debian host targets.
  language: YAML
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Package Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Add a repo and install a package the Ansible way'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/installing-ocp-in-a-mainframe-z-series:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly technical installation playbook detailing step-by-step procedures
    to bootstrap OpenShift Container Platform on physical IBM z-series hardware. The
    document covers hypervisor setup, configuration of IBM z/VM or KVM on s390x, ignition
    file delivery, and DNS resolution strategies specific to high-availability mainframe
    deployments.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Integration
  - Enterprise Mainframe
  - Bare Metal Installation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Installing OCP in a Mainframe z-series
  addition_method: manual
  v2_locations:
  - ibm_cloud.md
https://www.redhat.com/en/blog/installing-okd-3-10-on-a-single-host:
  description: ''
  year: '2018'
  stars: 2
  ai_summary: Archival tutorial explaining the setup of OKD version 3.10 on a single
    server. Because modern OKD 4 uses Fedora CoreOS (FCOS) and Operator-based installers,
    the manual playbooks and Docker engine guidelines described in this post are deprecated
    and of historical interest only.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - OKD Core Legacy
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "blog.openshift.com: Installing OKD 3.10 on a Single Host \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/blog/introducing-kube-burner-a-tool-to-burn-down-kubernetes-and-openshift:
  description: ''
  addition_method: manual
  content_hash: db06a693720910366d4974cbe2f3e01739620a99dcd7fb6c075668e9f827a49a
  health_score: 100.0
  last_checked: 1779130494.950417
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 3
  ai_summary: Red Hat's official announcement and architectural breakdown of kube-burner.
    It covers how the tool enables platform engineers to benchmark OpenShift and standard
    Kubernetes cluster limits by automating mass resource creation and metric collection.
  language: Markdown
  resource_type: Technical Blog
  complexity: Medium
  hierarchy:
  - Performance & Testing
  - Load Testing
  - Stress Testing
  is_microservice: false
  title: "openshift: Introducing kube-burner, A tool to Burn Down Kubernetes and OpenShift
    \U0001F31F"
https://www.redhat.com/en/blog/introducing-nginx-and-nginx-plus-routers-for-openshift:
  addition_method: manual
  content_hash: 79126b3d65504d4003f2efd8e441b66f329d31d5eb886f342dab1c6c5a80a329
  health_score: 100.0
  last_checked: 1779130494.976551
  needs_ai_refresh: true
  v1_locations:
  - docs/ocp4.md
https://www.redhat.com/en/blog/introducing-openshift-service-mesh-2.0:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Red Hat's announcement detailing OpenShift Service Mesh 2.0, which tightly
    integrates Istio, Envoy, Jaeger, and Kiali. The package delivers a preconfigured,
    enterprise-supported service mesh fabric built to scale multi-tenant microservice
    workloads within OpenShift environments.
  language: English
  resource_type: Enterprise Product
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Service Mesh
  - Red Hat Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "openshift.com: Introducing OpenShift Service Mesh 2.0 \U0001F31F"
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.redhat.com/en/blog/introducing-operator-framework-building-apps-kubernetes:
  addition_method: manual
  content_hash: 138534bbdb86504d29b6148d1b402a989d9db450b779b02309c5df3a466d4bbc
  health_score: 100.0
  last_checked: 1779031094.306744
  needs_ai_refresh: true
  v1_locations:
  - docs/ocp4.md
https://www.redhat.com/en/blog/introducing-red-hat-openshift-4:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Unveils Red Hat OpenShift 4, highlighting its transition to self-managing,
    automated cloud-native infrastructure powered by CoreOS. Establishes how Operators
    control the deployment, patching, and scaling of Kubernetes clusters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Containers & Orchestration
  - OpenShift
  - Platform Release
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com: Introducing Red Hat OpenShift 4'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/introducing-red-hat-openshift-4-3-to-enhance-kubernetes-security:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This analysis details OpenShift 4.3's enhanced security features. It
    reviews the integration of automated certificate rotation, enhanced cryptography
    with FIPS 140-2 compliance, encryption-at-rest for etcd key-value stores, and
    advanced ingress security configurations. These features form the baseline of
    modern OpenShift multi-tenant security architecture.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Hardening
  - Cluster Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.openshift.com: Introducing Red Hat OpenShift 4.3 to Enhance Kubernetes
    Security \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/introducing-red-hat-openshift-data-science:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Technical introduction of Red Hat OpenShift Data Science (RHODS), a
    managed hybrid-cloud service leveraging OpenShift Kubernetes. Details out-of-the-box
    configurations for JupyterHub, PyTorch, TensorFlow, and partner tools like Starburst
    or Anaconda to simplify operational enterprise scaling.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Platforms
  - OpenShift
  - Enterprise Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'redhat.com: Introducing Red Hat OpenShift Data Science'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.redhat.com/en/blog/introducing-red-hat-openshift-service-on-aws:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Seminal release article introducing ROSA (Red Hat OpenShift Service
    on AWS). Features direct API integration with AWS, fully managed lifecycle operations,
    unified billing, and robust hybrid connectivity.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS
  - Managed Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Introducing Red Hat OpenShift Service on AWS'
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/blog/introducing-red-hat-quay:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: This article introduces the commercial enterprise capabilities of Red
    Hat Quay within the OpenShift ecosystem. It highlights key features such as high
    availability, geographic replication, automated pruning, and deep platform security
    integrations.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Container Registry
  - Red Hat Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com: Introducing Red Hat Quay'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/introducing-red-hat-quay-3-registry-your-linux-and-windows-containers:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Announcement documentation marking the release of Red Hat Quay 3.0,
    introducing Windows Container support and a multi-architecture architecture overhaul.
    This release solidified Quay's capability to orchestrate high-availability registries
    across diverse operating system nodes. While conceptually informative, it is categorized
    as legacy given the continuous evolutionary releases of the v3.x and v4.x lineages
    in modern production.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure Security
  - Container Registries
  - Quay Releases
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Quay 3.0 released in May 2019
  addition_method: manual
  v2_locations:
  - registries.md
https://www.redhat.com/en/blog/introducing-red-hat-universal-base-image:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An overview introducing the Red Hat Universal Base Image (UBI), designed
    to provide enterprise RHEL security configurations without subscription constraints.
    UBI delivers a reliable foundation for packaging and distributing cloud-native
    microservices across multi-cloud environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Image Optimization
  - Red Hat UBI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Introducing the Red Hat Universal Base Image \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/introducing-red-hat-vulnerability-scanner-certification:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Covers Red Hat's certified scanner program designed to align third-party
    scanners (such as Snyk, Aqua, and Sysdig) with Red Hat's official vulnerability
    database, minimizing false positives and ensuring accurate vulnerability grading
    for RHEL-based enterprise containers.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Container Security
  - Vulnerability Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Introducing Red Hat Vulnerability Scanner Certification'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/introducing-the-quarkus-helm-chart:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An introduction detailing the design of the Quarkus Helm Chart, optimized
    for cloud-native Java microservices. It highlights native compiling integrations,
    GraalVM deployment profiles, and how to harness OpenShift pipelines for highly
    efficient container bootstrapping.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Kubernetes GitOps & Packaging
  - Java Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'openshift.com: Introducing the Quarkus Helm Chart'
  addition_method: manual
  v2_locations:
  - helm.md
https://www.redhat.com/en/blog/introduction-rhel-system-roles:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains Red Hat Enterprise Linux (RHEL) System Roles, which are pre-packaged,
    vendor-supported Ansible collections designed for standardizing OS parameters.
    Highlights roles for storage layout, network configurations, timesync, and security
    baselines.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Enterprise Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: Introduction to RHEL System Roles \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/introduction-to-kraken-a-chaos-tool-for-openshift/kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introduction to Kraken, Red Hat's open-source chaos engineering engine
    tailored for OpenShift and Kubernetes. Kraken enables automated node disruptions,
    namespace-level resource starvation, and API-level faults to locate architecture
    bottlenecks.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Resilience
  - Chaos Engineering
  - Kubernetes Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'openshift.com: Introduction to Kraken, a Chaos Tool for OpenShift/Kubernetes'
  addition_method: manual
  v2_locations:
  - chaos-engineering.md
https://www.redhat.com/en/blog/is-your-operator-air-gap-friendly:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains critical design rules for deploying operators inside highly
    secure, disconnected, or air-gapped systems, detailing offline container registries,
    local metadata hosting, and strict network configurations.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Enterprise Architecture
  - Air-Gapped Environments
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Is your Operator Air-Gap Friendly?'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://www.redhat.com/en/blog/it-automation-book:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines transition stages from traditional system administration scripting
    to unified declarative automation models. Uses real-world enterprise scenarios
    to show how to build configuration environments using tools like Ansible.
  language: English
  resource_type: Book Summary
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Automation
  - SysAdmin Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Tales from the field: A system administrator''s guide to IT
    automation'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.redhat.com/en/blog/it-automation-training:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: 'Curator Insight: Assesses the impact of system automation training
    on developer career progression. Live Grounding: Validates that skills in Ansible,
    Terraform, and GitOps are indispensable for systems engineers looking to scale
    hybrid cloud infrastructures.'
  language: en
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Automation
  - Professional Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Why IT automation training is a smart way to boost your career'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.redhat.com/en/blog/jenkins-pipelines:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: An explanatory article outlining the core architectural concepts of
    continuous integration pipelines inside enterprise containers. Focuses on orchestrating
    builds, scaling execution agents dynamically, and promoting stable application
    rollouts.
  language: None
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Jenkins Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'Simply Explained: OpenShift and Jenkins Pipelines'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://www.redhat.com/en/blog/k8s-integrity-shield-tech-preview-protecting-the-integrity-of-kubernetes-resources-with-signature:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Evaluates the Kubernetes Integrity Shield technology preview, enabling
    signature-based verification of cluster manifests. Restricts rogue manifest updates
    and unauthorized resource mutations at admission-time.
  language: Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Platform Security
  - Resource Integrity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'opensift.com: K8s Integrity Shield (tech-preview): Protecting the Integrity
    of Kubernetes Resources with Signature'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/keep-your-applications-secure-with-automatic-rebuilds:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Detailed technical guide illustrating how to configure OpenShift's image
    change triggers and ImageStreams to drive automatic rebuilds of downstream containers
    when upstream base images update or fix security issues. This methodology tightens
    SecOps loops, ensuring immediate mitigation of CVEs. It integrates container registry
    security alerts directly with native cluster build systems.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline
  - SecOps
  - Automated Builds
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Keep Your Applications Secure With Automatic Rebuilds'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/kubernetes-1.21-grows-innovative-new-features:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight presents Red Hat's analysis of 1.21 features. Live grounding
    in 2026 reviews this for enterprise adaptation paths, specifically outlining how
    OpenShift clients prepared for eventual PSP deprecations.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.21
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Kubernetes 1.21 Grows Innovative New Features'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.redhat.com/en/blog/kubernetes-basics-sysadmins:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Examines Kubernetes through the lens of bare-metal and VM sysadmins.
    Contextualizes namespaces, control groups (cgroups), and network namespaces against
    traditional Linux system administration paradigms.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - System Administration
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Kubernetes basics for sysadmins'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.redhat.com/en/blog/kubernetes-cluster-laptop:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analytical guide reviewing options for running Kubernetes clusters
    locally on laptops. The resource compares Kind, Minikube, and CodeReady Containers
    (OpenShift Local) based on system overhead, target APIs, developer workflows,
    and system constraints.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platforms
  - Local Development
  - Kubernetes Local
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: How to run a Kubernetes cluster on your laptop \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/kubernetes-components:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Provides Linux administrators with a clear conceptual mapping of how
    Kubernetes daemons align with standard Linux systemd services. Focuses on system
    logging, socket binding, and memory management profiles.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - System Administration
  - Control Plane
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "redhat.com: Kubernetes Components - A sysadmin's guide to basic Kubernetes
    components \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.redhat.com/en/blog/kubernetes-hierarchical-namespaces:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Describes managing OpenShift and standard Kubernetes architectures via
    hierarchical namespace inheritance. Focuses on propagating organizational structures
    directly onto tenant control planes.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Hierarchical Namespaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Kubernetes architecture: How to use hierarchical namespaces
    for multiple tenants'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.redhat.com/en/blog/kubernetes-ingress-vs-openshift-route:
  addition_method: manual
  content_hash: 297385c9e1b256ae891332f63cd0842e84a97373a97bf4f86ce6083169bcda72
  health_score: 100.0
  last_checked: 1779130494.978957
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/kubernetes-is-removing-docker-support-kubernetes-is-not-removing-docker-support:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight identifies Red Hat's explanatory guide on the nuance
    of Docker support removal. Live grounding in 2026 verifies this piece as a classic,
    helping teams comprehend that standard OCI-compliant Docker containers remained
    compatible despite runtime changes.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Container Runtimes
  - Dockershim Deprecation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Kubernetes is Removing Docker Support, Kubernetes is Not
    Removing Docker Support'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.redhat.com/en/blog/kubernetes-meets-event-driven-ansible:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the intersection of Event-Driven Ansible (EDA) and Kubernetes
    environments. Details using rulebooks to ingest K8s events and automate remediation
    workflows, scaling operations, and policy compliance.
  language: English
  resource_type: blog_post
  complexity: Advanced
  hierarchy:
  - Cloud Native & Orchestration
  - Kubernetes
  - Event-Driven Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "ansible.com: Kubernetes Meets Event-Driven Ansible \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/kubernetes-pods-life:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A fundamental exploration of the life cycle of a Kubernetes Pod. Outlines
    start sequences, init container routines, readiness/liveness checks, and termination
    processes, establishing a baseline for container orchestration troubleshooting.
  language: None
  resource_type: Blog / Conceptual Guide
  complexity: Intermediate
  hierarchy:
  - Platform Architecture
  - Core Concepts
  - Kubernetes Pods
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "blog.openshift.com/ - Kubernetes: A Pod’s Life \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.redhat.com/en/blog/kubespray-deploy-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introductory Red Hat guide summarizing how Kubespray leverages Ansible
    to abstract system-level provisioning tasks, allowing teams to declare cluster
    configurations and scaling strategies across mixed on-premises and multi-cloud
    environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Ansible
  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: An introduction to Kubespray'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.redhat.com/en/blog/lets-monitor-edge-computing-networks-rhel:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This Red Hat article focuses on implementing low-overhead system monitoring
    for Red Hat Enterprise Linux (RHEL) Edge nodes. It details collecting system state
    telemetry over thin, low-bandwidth connections.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Edge Computing
  - Monitoring
  - RHEL Edge
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Let’s monitor edge computing networks with RHEL!'
  addition_method: manual
  v2_locations:
  - edge-computing.md
https://www.redhat.com/en/blog/leveraging-the-crunchy-postgresql:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Evaluates running Crunchy PostgreSQL Operator inside Red Hat OpenShift,
    highlighting platform compatibility and enterprise support options. OpenShift's
    default strict security contexts require deep operator integration to prevent
    privilege escalation. This study demonstrates the deployment of highly secure,
    resilient database clusters in enterprise PaaS environments.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Platform Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Crunchy PostgreSQL and Openshift
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.redhat.com/en/blog/linux-commands-manage-groups:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details group creation, user addition, and membership modification via
    standard tools like `groupadd`, `groupmod`, and `gpasswd`. Establishes the core
    authorization foundations needed to govern host-level access policies.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Beginner
  hierarchy:
  - Linux
  - Administration
  - User Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: 3 basic Linux group management commands every sysadmin should
    know'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/linux-pid-namespaces:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: An exploration detailing how the Linux kernel leverages PID namespaces
    to isolate processes inside modern container runtimes. It maps kernel data structures
    to real container environments. Live Grounding validates this article as an essential
    guide for debugging container processes.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Linux Kernel
  - Containerization
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "How Linux PID namespaces work with containers \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/linux-security-usability:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An informative Red Hat guide to balancing Linux container host security
    with platform usability. Focuses on orchestrating kernel-level mechanisms like
    SELinux, namespaces, and AppArmor profiles to insulate containers from host system
    takeovers.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - OS Hardening
  - Linux Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Balancing Linux security with usability'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/log4shell-practical-mitigations-and-impact-analysis:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Red Hat's enterprise-level analysis of the Log4Shell vulnerability,
    detailing its potential impact on enterprise Linux distributions and OpenShift
    clusters. It outlines system configuration workarounds, JVM override parameters,
    and patching instructions. This reference is crucial for administrators seeking
    to protect large-scale production deployments.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Vulnerabilities
  - Log4Shell Mitigations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: Log4Shell: Practical Mitigations and Impact Analysis of
    the Log4j Vulnerabilities'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/managed-kubernetes-architects:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural breakdown addressing governance models, multi-cluster
    federation concerns, integration points, and overall vendor lock-in vectors for
    managed Kubernetes solutions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Architecture Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: What architects need to know about managed Kubernetes'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.redhat.com/en/blog/meet-single-node-openshift-our-smallest-openshift-footprint-edge-architectures:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Duplicate publication detailing architectural configurations for Single-Node
    OpenShift (SNO). Focuses on optimizing hardware footings and ensuring high availability
    of critical edge containers.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Edge Computing
  - Single Node Architectures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Meet single node OpenShift: Our newest small OpenShift footprint
    for edge architectures'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/metrics-driven-pod-constraints:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural review detailing how OpenShift uses metrics-driven
    constraints to dynamically schedule workloads. By consuming Prometheus data points,
    the scheduler alters pod distribution thresholds based on actual node resource
    consumption.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Observability
  - Metrics
  - Kubernetes Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Metrics-Driven Pod Constraints'
  addition_method: manual
  v2_locations:
  - grafana.md
https://www.redhat.com/en/blog/metro-area-openshift-stretch-cluster-how-to-survive-an-outage-and-live-to-tell-about-it:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Analyzes the design of Metro-Area stretch clusters on OpenShift, ensuring
    high availability in case of datacenter outages. Discusses network transit criteria,
    ETCD consensus configurations, and storage replications.
  language: None
  resource_type: Case Study / Architectural Post
  complexity: Advanced
  hierarchy:
  - Platform Architecture
  - High Availability
  - Stretch Clusters
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com/: How to survive an outage and live to tell about it!'
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.redhat.com/en/blog/migrating-your-applications-to-openshift-4:
  description: "- [**Velero**](https://github.com/velero-io/velero) Backup and migrate
    Kubernetes applications and their persistent volumes\n    - [**Restic**](https://restic.net)
    Backups done right!"
  year: '2020'
  stars: 0
  ai_summary: An in-depth technical migration blueprint for moving workloads to OpenShift
    4. It highlights the OpenShift Migration Toolkit, utilizing Velero as the foundational
    control engine for application backup, metadata translation, and restore operations,
    while using Restic to execute block-level transfers of persistent container volumes
    across cluster hosts.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Platforms
  - Lifecycle Management
  - Application Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.openshift.com: Migrating your applications to OpenShift 4 \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/modern-application-development-with-kong-konnect-enterprise-and-red-hat-openshift:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores structural benefits of running Kong Konnect's control-and-data-plane
    models inside Red Hat OpenShift clusters. Streamlines decentralized routing while
    maintaining strong tenant access restrictions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - API Management
  - Kubernetes Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'openshift.com: Modern Application Development With Kong Konnect Enterprise
    and Red Hat OpenShift'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.redhat.com/en/blog/monitoring-apache-airflow-using-prometheus:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical walk-through detailing the integration of Apache Airflow
    metrics with Prometheus and Grafana dashboards. By leveraging StatsD exporters
    to capture worker runs and task duration logs, platform engineers can proactively
    identify bottlenecks in data ingestion pipelines.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Workflows
  - Apache Airflow
  - Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Monitoring Apache Airflow using Prometheus'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.redhat.com/en/blog/monitoring-infrastructure-openshift-4.x-using-zabbix-operator:
  description: ''
  addition_method: manual
  content_hash: c70063ca56fec88bcc830b0ba823dfddf8c39274726713c4903c78cdd12d225d
  health_score: 100.0
  last_checked: 1779130494.968478
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: '2022'
  stars: 0
  ai_summary: Sister article detailing the configuration of Zabbix operator configurations
    on OpenShift Container Platform 4.x for advanced enterprise system monitoring.
  language: en
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Observability
  - Infrastructure Monitoring
  - Zabbix & OpenShift
  is_microservice: false
  title: 'cloud.redhat.com: Monitoring Infrastructure Openshift 4.x Using Zabbix Operator'
https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Unpacks Site Reliability Engineering (SRE) monitoring patterns using
    OpenShift Service Mesh. Synthesizes Istio, Kiali, and Prometheus telemetry to
    isolate performance bottlenecks and measure Golden Signals.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Observability & Service Mesh
  - OpenShift ServiceMesh
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Monitoring Services like an SRE in OpenShift ServiceMesh
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh-part-2-collecting-standard-metrics-3:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Step-by-step SRE manual describing standard metrics collection (latency,
    error rates, throughput) across an enterprise OpenShift Service Mesh. Leveraging
    Prometheus and Kiali telemetry mappings.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Service Mesh
  - Red Hat OpenShift
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "openshift.com: Monitoring Services like an SRE in OpenShift ServiceMesh
    Part 2: Collecting Standard Metrics \U0001F31F"
  addition_method: manual
  v2_locations:
  - istio.md
https://www.redhat.com/en/blog/mssql-linux-easy:
  description: ''
  year: '2019'
  stars: 3
  ai_summary: A comprehensive Red Hat tutorial demonstrating how to use Ansible system
    roles to install and optimize Microsoft SQL Server 2019 on RHEL 8. It covers disk
    allocation, OS kernel parameters adjustment, and high-availability configuration.
    This is a foundational guide for platform teams automating traditional databases.
  language: N/A
  resource_type: article
  complexity: intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Database Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Using Ansible to deploy Microsoft SQL Server 2019 on Red Hat
    Enterprise Linux 8'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/multi-cluster-kubernetes-architecture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A decision framework for assessing multi-cluster infrastructures. Guides
    administrators through considerations of global routing setup, uniform access
    management across clusters, and fleet management overhead.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cluster Architecture
  - Multi-Cluster
  - Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 3 questions to answer when considering a multi-cluster Kubernetes
    architecture'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.redhat.com/en/blog/network-policies-controlling-cross-project-communication-on-openshift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed enterprise manual for enforcing SDN security domains in OpenShift.
    Details how to control inter-project communication boundaries via specialized
    network policies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Security
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'openshift.com: Network Policies: Controlling Cross-Project Communication
    on OpenShift'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.redhat.com/en/blog/network-traffic-control-containers-red-hat-openshift:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Examines ingress/egress bandwidth shaping, container rate-limiting,
    and packet prioritization within OpenShift's SDN. Live grounding shows that while
    basic Linux TC limits apply, contemporary architectures utilize service meshes
    to execute complex L7 rate-limiting policies.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes & OpenShift
  - Networking
  - Traffic Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: Network traffic control for containers in Red Hat OpenShift
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/new-kubernetes-operatorhub-red-hat-openshift-enable-hybrid-cloud-flexibility-enterprises:
  addition_method: manual
  content_hash: 69b4194669483e26685c43b980ec37f4e3c29c1db6c4b07f666d5afeea9da6e6
  health_score: 100.0
  last_checked: 1779033640.205424
  v1_locations:
  - docs/ocp4.md
https://www.redhat.com/en/blog/new-podman-secrets-command:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth look at the `podman secret` command subsystem, which manages
    sensitive credentials securely on the local host keyring rather than hardcoding
    them in images. This pattern brings Kubernetes-style secret mounting to systemd
    and standalone container workloads, preventing credentials leakage in microservice
    environments.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Secret Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "redhat.com: Exploring the new Podman secret command \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/nmap-scripting-engine:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highlights the capability of the Nmap Scripting Engine (NSE) to automate
    network auditing tasks. Features custom scripts for SSL/TLS validation, vulnerability
    scanning, and service version checks inside critical target networks.
  language: Lua
  resource_type: Security Guide
  complexity: Advanced
  hierarchy:
  - Linux
  - Security
  - Penetration Testing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: 5 scripts for getting started with the Nmap Scripting Engine'
  addition_method: manual
  v2_locations:
  - linux.md
? https://www.redhat.com/en/blog/ocp-disaster-recovery-part-3-recovering-an-openshift-4-ipi-cluster-with-the-loss-of-two-master-nodes
: addition_method: manual
  content_hash: efe7b9de17543660a6506f6472a92e7aaff963e305d3b61b7d1b3cf827324b08
  health_score: 100.0
  last_checked: 1779130495.004744
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/one-line-linux-commands:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A selection of rapid one-line terminal commands covering disk audits,
    environment formatting, quick-check diagnostics, and recursive string manipulation.
    Useful for building personal developer dotfile toolsets.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Beginner
  hierarchy:
  - Linux
  - Command Line
  - Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: 20 one-line Linux commands to add to your toolbox'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/openshift-4-2-vsphere-install-quickstart:
  description: ''
  year: '2019'
  stars: 2
  ai_summary: An early quickstart guide detailing the deployment of OpenShift 4.2
    on VMware vSphere environments. Although the VMware integration remains a highly
    active enterprise deployment pattern, the technical versions and procedures listed
    here have been superseded by advanced, automated CPI/CSI integrations in 2026.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - vSphere Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com: OpenShift 4.2 vSphere Install Quickstart'
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/blog/openshift-4-2-vsphere-install-with-static-ips:
  description: ''
  year: '2019'
  stars: 2
  ai_summary: Detailed technical guide for implementing VMware vSphere installations
    of OpenShift 4.2 utilizing static IP configurations. Because modern OpenShift
    4 installers support robust automated network allocation, these legacy manual
    configuration workflows are obsolete.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - vSphere Deployments
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "blog.openshift.com: OpenShift 4.2 vsphere install with static IPs \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/blog/openshift-4-image-builds:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details OpenShift's native, highly secure in-cluster build mechanisms,
    explaining the source-to-image (S2I) workflow and safe artifact pipeline practices.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - CI/CD & Delivery
  - Container Builds
  - Source-to-Image
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Openshift 4 image builds
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/openshift-4-migration:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A foundational strategic planning guide for migrating workloads from
    legacy OpenShift Container Platform 3 to the operator-centric OpenShift 4 architecture.
    Focuses on addressing application configuration gaps.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Platform Migrations
  - Cluster Upgrades
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'redhat.com: Planning your migration from Red Hat OpenShift 3 to 4'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/openshift-4.5-node-improvements:
  addition_method: manual
  content_hash: 1662f45ea5d6fdf5534c1cd0e99de067f4f65624399ec8e57a7a0474ab2eb437
  health_score: 100.0
  last_checked: 1779130495.019958
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/openshift-and-network-security-zones-coexistence-approaches:
  description: "- **Introduction:** Kubernetes and consequently OpenShift adopt a
    [flat Software Defined Network (SDN) model](https://kubernetes.io/docs/concepts/cluster-administration/networking),
    which means that all pods in the SDN are in the same logical network. Traditional
    network implementations adopt a zoning model in which different networks or zones
    are dedicated to specific purposes, with very strict communication rules between
    each zone. When implementing OpenShift in organizations that are using network
    security zones, the two models may clash. we will analyze a few options for coexistence.
    But first, let’s understand the two network models a bit more in depth.\n    -
    Network Zones have been the widely accepted approach for building security into
    a network architecture. The general idea is to create separate networks, each
    with a specific purpose. Each network contains devices with similar security profiles.
    Communications between networks is highly scrutinized and controlled by firewall
    rules ([perimeter defense](https://en.wikipedia.org/wiki/All_round_defence)).\n
    \   - **Conclusion:** A company’s security organization must be involved when
    deciding how to deploy OpenShift with regard to traditional network zones. Depending
    on their level of comfort with new technologies you may have different options.
    If physical network separation is the only acceptable choice, you will have to
    build a cluster per network zone. If logical network type of separations can be
    considered, then there are ways to stretch a single OpenShift deployment across
    multiple network zones. This post presented a few technical approaches."
  year: '2018'
  stars: 0
  ai_summary: This seminal architectural analysis details patterns for deploying OpenShift
    across physical and logical enterprise network security zones. Contrasts legacy
    perimeter firewall zoning models with flat cloud-native Software-Defined Networks
    (SDNs), providing proven coexistence topologies.
  language: None
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Kubernetes & OpenShift
  - Security
  - Architecture
  tags:
  - '[CASE STUDY]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "OpenShift and Network Security Zones: Coexistence Approaches \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/openshift-architectures-for-the-edge-with-openshift-4.6:
  addition_method: manual
  content_hash: 2326adf17b24e059375b40447a3abb5509cd1e0fd797077da5fa6fc36888d02a
  health_score: 100.0
  last_checked: 1779130495.024958
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/openshift-authentication-integration-with-argocd:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Analyzes the integration of OpenShift's native OAuth server with ArgoCD.
    Explains how to map OpenShift user groups to ArgoCD RBAC roles, establishing a
    secure, unified single sign-on (SSO) experience for enterprise platforms.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - GitOps
  - Authentication & SSO
  - OpenShift
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'openshift.com: OpenShift Authentication Integration with ArgoCD'
  addition_method: manual
  v2_locations:
  - argo.md
  last_checked: 1781736114.076754
? https://www.redhat.com/en/blog/openshift-commons-briefing-database-disaster-recovery-made-easy-with-annette-clewett-red-hat-and-andrew-lecuyer-crunchy-data
: description: ''
  year: '2021'
  stars: 0
  ai_summary: An expert briefing on constructing bulletproof disaster recovery pipelines
    for PostgreSQL databases hosted inside OpenShift. Showcases multi-region replication
    strategies, off-site storage configurations, and seamless failovers.
  language: English
  resource_type: Video Briefing
  complexity: Advanced
  hierarchy:
  - Data on Kubernetes
  - Disaster Recovery
  - Enterprise RedHat
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'cloud.redhat.com: OpenShift Commons Briefing: Database Disaster Recovery
    Made Easy with Annette Clewett (Red Hat) and Andrew L''Ecuyer (Crunchy Data)'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.redhat.com/en/blog/openshift-databases-and-you-when-to-put-containerized-database-workloads-on-openshift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Red Hat's structured criteria for running stateful production databases
    on OpenShift. Discusses storage tier performance, native high-availability architectures,
    and operator patterns to ensure robust containerized database operations.
  language: Conceptual
  resource_type: Whitepaper
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Enterprise Kubernetes
  - OpenShift Databases
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "openshift.com: OpenShift, Databases and You: When to Put Containerized Database
    Workloads on OpenShift \U0001F31F"
  addition_method: manual
  v2_locations:
  - databases.md
https://www.redhat.com/en/blog/openshift-ecosystem-api-management-on-red-hat-openshift-with-3scale:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Highlights deep deployment patterns of running Red Hat 3scale inside
    OpenShift clusters. Analyzes operator-based management, auto-scaling characteristics,
    and native Kubernetes Custom Resource Definitions (CRDs) used to define API policies
    declaratively.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - API Management
  - Kubernetes Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'OpenShift Ecosystem: API Management on Red Hat OpenShift with 3scale'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.redhat.com/en/blog/openshift-end-to-end-cluster-customization:
  addition_method: manual
  content_hash: 2e165d3819d280f95378d4adf2b105b8312bb2914ea7f9ec887db082d185bc20
  health_score: 100.0
  last_checked: 1779130494.980613
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/devops.md
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/openshift-end-to-end-core-services:
  addition_method: manual
  content_hash: 316809a129c6020426d75cb7c148c113daceefba8f9509fc7910246abeda7204
  health_score: 100.0
  last_checked: 1779130494.998892
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/openshift-end-to-end-plan-and-deploy:
  addition_method: manual
  content_hash: ce9899904922e0054d6e0bdd1cedd8b09a2270559667cace8e520b96d732167b
  health_score: 100.0
  last_checked: 1779130495.00774
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/openshift-on-arm-developer-preview-now-available-for-aws:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Profiles the technical preview of running OpenShift on AWS ARM64 (Graviton)
    environments. Explains performance metrics, lower operational energy signatures,
    and compilation steps required for ARM-based microservices.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Hardware Architectures
  - Cloud Provider Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'openshift.com: OpenShift on ARM Developer Preview Now Available for AWS'
  addition_method: manual
  v2_locations:
  - ocp4.md
? https://www.redhat.com/en/blog/openshift-pipelines-advanced-triggers-part-1-triggering-different-project-builds-in-the-same-repository
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides advanced architecture examples for configuring custom triggers
    with OpenShift Pipelines. Demonstrates how to write custom interceptors to execute
    discrete workflows when localized directory pathways change within shared code
    repos.
  language: Yaml
  resource_type: Blog / Guide
  complexity: Advanced
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Tekton Pipelines
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'openshift.com: OpenShift Pipelines Advanced Triggers Part 1 - Triggering
    Different Project Builds in the Same Repository'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://www.redhat.com/en/blog/openshift-pipelines-and-openshift-gitops-are-now-generally-available:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the GA announcement of OpenShift Pipelines (built on Tekton)
    and OpenShift GitOps (built on ArgoCD). Establishes a fully supported, cloud-native
    delivery pipeline paradigm tailored for enterprise hybrid-cloud deployments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Red Hat OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "openshift.com: OpenShift Pipelines and OpenShift GitOps are now Generally
    Available \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.redhat.com/en/blog/openshift-pipelines-jenkins-blue-ocean:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Guide on utilizing Jenkins Blue Ocean inside Red Hat OpenShift to build
    visual representations of continuous integration pipelines. Integrates OpenShift
    buildconfigs with user-friendly visualization panels.
  language: Groovy
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD & DevOps
  - Enterprise Jenkins
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "OpenShift Pipelines with Jenkins Blue Ocean \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/openshift-sandboxed-containers-101:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Introduces OpenShift Sandboxed Containers, detailing how they leverage
    Kata Containers and QEMU microVMs to run untrusted software. Explains how this
    architectural model protects the underlying Linux kernel from potential container
    escape threats.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Workload Isolation
  - Sandboxed Runtimes
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "cloud.redhat.com: OpenShift Sandboxed Containers 101 \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/openshift-sandboxed-containers-operator-from-zero-to-hero-the-hard-way:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A deep-dive tutorial focused on manually installing and configuring
    the Sandboxed Containers Operator from first principles. Explains how the Operator
    manages kernel module injection, runtime definitions, and network virtualization.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - Workload Isolation
  - Sandboxed Runtimes
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: OpenShift Sandboxed Containers Operator From Zero to Hero,
    the Hard Way. The Operator Framework and Its Usage'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/openshift-topology-view-milestone-towards-better-developer-experience:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An analysis of the OpenShift Developer Console Topology View. This visual
    dashboard maps microservice networks, workloads, and real-time build systems,
    significantly easing day-to-day application management tasks.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Platform
  - User Experience
  - OpenShift Console
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'OpenShift topology view: A milestone towards a better developer experience'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/openshift-upi-using-static-ips:
  addition_method: manual
  content_hash: 81264a45e57921bdf64cec1af8ca5f6fb648814aefa8ccdd798f1d7c1a2d3b7e
  health_score: 100.0
  last_checked: 1779130494.950645
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/openshift-virtualization-on-amazon-web-services:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: This architectural guide describes how to run legacy virtual machines
    natively alongside microservice containers on AWS bare-metal instances using KubeVirt.
    It establishes the bridge for migrating classic virtualized workloads into cloud-native
    architectures.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Compute & Runtime
  - Virtualization
  - OpenShift Virtualization
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: OpenShift Virtualization on Amazon Web Services'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/our-favorite-things-from-gitops-con-at-kubecon-eu:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Summarizes breakthroughs from GitOpsCon EU, highlighting enterprise
    adoption trends, the formalization of GitOps principles by the CNCF GitOps Working
    Group, and real-world implementations using Red Hat OpenShift GitOps (Argo CD
    integration).
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Community
  - Events
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "openshift.com: Our Favorite Things from GitOps Con at KubeCon EU \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.redhat.com/en/blog/packaging-applications-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Curator Insight: Discusses compiling Python programs into reliable,
    standalone system files to facilitate smooth target-machine deployments.

    Live Grounding: Details system-level bundling strategies using pyinstaller, shiv,
    and RPM, comparing the trade-offs of standalone execution containers against direct
    interpreter dependencies.'
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Application Packaging
  - Distribution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Packaging applications to install on other machines with Python'
  addition_method: manual
  v2_locations:
  - python.md
https://www.redhat.com/en/blog/performance-metrics-apm-spring-boot-microservices-openshift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical deep-dive on collecting JVM metrics, distributed traces, and
    custom telemetry from Spring Boot workloads on OpenShift/Kubernetes, utilizing
    tools like Micrometer, Prometheus, and Jaeger.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Application Performance Monitoring
  - Spring Boot
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.openshift.com: Performance Metrics (APM) for Spring Boot Microservices
    on OpenShift'
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://www.redhat.com/en/blog/pid-namespace:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A granular kernel-level tutorial demonstrating how to construct process
    isolation wrappers manually. Shows the inner workings of Linux PID namespaces
    to illustrate how Kubernetes models process trees and isolates resources inside
    a Pod boundary.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Kernel Namespaces
  - Container Internals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Building containers by hand: The PID namespace'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.redhat.com/en/blog/podman-auto-updates-rollbacks:
  description: "- New auto-update capabilities enable you to use Podman in edge use
    cases, update workloads once they are connected to the network, and roll back
    failures to a known-good state.\n    - Podman: the best tool for running containers
    on the edge servers. On the edge you want no human intervention. Podman+systemd
    support auto-update of container image & rollback, when update fails."
  year: '2021'
  stars: 0
  ai_summary: Explores Podman's automated container lifecycle features designed for
    distributed edge environments. By coordinating with registry tags and systemd
    health checks, Podman triggers zero-touch image updates and automatic rollback
    workflows if service validation tests fail.
  language: Shell
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Edge Orchestration
  - Auto-Updates & Rollbacks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'redhat.com: How to use auto-updates and rollbacks in Podman'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/podman-clients-macos-windows:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural overview explains how to orchestrate containerized
    workloads on non-Linux platforms (macOS/Windows) using Podman remote clients.
    By establishing secure SSH channels to a backend Linux VM, this setup preserves
    Podman's trademark rootless, daemonless execution model. It eliminates local daemon
    management overhead while keeping host systems clean and isolated.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Podman Client Setup
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Podman remote clients for macOS and Windows
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/podman-docker-compose:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This technical brief details the integration of Podman with Docker Compose
    via the virtualization of a Docker-compatible UNIX socket (`podman.sock`). By
    enabling this systemd-managed service, developers can execute legacy multi-container
    environments defined in Docker Compose files without modification, shifting the
    workload under Podman's daemonless, secure execution model.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Tooling
  - Docker Compose Compatibility
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'redhat.com: Using Podman and Docker Compose'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/podman-features-1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Highlights five high-impact Podman features: systemd integration, rootless
    execution, pod support, multiple image store locations, and advanced CLI capabilities.
    It helps engineers adopt cloud-native features that bypass standard Docker runtime
    limitations.'
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Feature Highlights
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 5 Podman features to try now'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/podman-play-kube-updates:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the `podman play kube` command, which allows Podman to parse
    and deploy standard Kubernetes YAML definitions locally. This capability allows
    engineers to test and validate multi-container Kubernetes pod networks in a lightweight,
    local environment without a running Kubernetes cluster.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Kubernetes Integration
  - Declarative Pods
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'redhat.com: Build Kubernetes pods with Podman play kube'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/privileged-flag-container-engines:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An in-depth security analysis detailing the architectural risks of running
    container engines with the `--privileged` flag. This guide explains how this flag
    bypasses Linux namespace protections and SELinux enforcement, and outlines secure
    configuration alternatives for hardware access.
  language: Shell
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Security & Permissions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How to use the --privileged flag with container engines
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/promoting-container-images-between-registries-with-skopeo:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An official Red Hat technical article showcasing optimal architectures
    for promoting container images between registries using Skopeo. It details operational
    patterns to eliminate the 'docker pull' and 'docker push' steps in secure multi-environment
    CI/CD deployment gates. This methodology significantly reduces deployment time
    and prevents disk space exhaustion in worker nodes.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Containers
  - Image Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Promoting container images between registries with skopeo
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/providing-terraform-with-that-ansible-magic:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains integration models for orchestrating systems using Terraform
    alongside Ansible. Recommends patterns where Terraform handles stateful infrastructure
    provisioning, and Ansible performs zero-downtime, post-boot configuration management
    across cloud workloads.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Configuration Management
  - Ansible Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "ansible.com: Providing Terraform with that Ansible Magic \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.redhat.com/en/blog/pull-push-provisioning-cicd:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Contrasts pull-based versus push-based agent topologies in virtual machine
    provisioning and automated deployment. Examines architectural tradeoffs concerning
    firewall security, agent management overhead, and consistency sync loops.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Provisioning Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Pull vs. push in automated VM provisioning: What you need to
    know'
  addition_method: manual
  v2_locations:
  - iac.md
https://www.redhat.com/en/blog/python-venv-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Solves python library conflicts on Ansible controller nodes using Python
    virtual environments ('venv'). Details installation sequences, dependencies isolation,
    pip package mapping, and using python path variables inside runner pipelines.
  language: Bash/Python
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Environment Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to set up and use Python virtual environments for Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/quadlet-podman:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An in-depth review of Quadlet, a tool built into Podman that integrates
    container management with systemd. Quadlet reads declarative configuration files
    to dynamically synthesize optimized systemd service definitions, resolving complex
    container network and dependency issues automatically.
  language: INI
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Service Orchestration
  - Quadlet Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: redhat.com/sysadmin/quadlet-podman
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/query-rpm-database-python:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Demonstrates querying and validating installed Red
    Hat Package Manager (RPM) states using Python''s native ecosystem.

    Live Grounding: Explores system-level database hooks, mock execution paradigms,
    and writing unit tests to safely parse packages without system sub-processing.'
  language: Python
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - System Administration
  - Unit Testing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: Writing and unit testing a Python application to query the RPM
    database'
  addition_method: manual
  v2_locations:
  - python.md
https://www.redhat.com/en/blog/recap-okd-4-testing-and-deployment-workshop-videos-and-additional-resources:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Compiles core workshop resources on OKD 4 deployment, testing, and lifecycle
    patterns. Explores underlying Fedora CoreOS operating mechanics and bootstrap
    procedures for community-led OpenShift clusters.
  language: Bash
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Enterprise Cluster Management
  - OKD Community Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Recap: OKD 4 Testing and Deployment Workshop - Videos and
    Additional Resources'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/recursive-vim-macros:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Technical tutorial focusing on writing, debugging, and executing recursive
    Vim macros. Teaches how to automate highly complex, repetitive multi-line editing
    patterns efficiently without leaving the terminal.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Productivity
  - Text Editors
  - Vim
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: Recursive Vim macros: One step further into automating repetitive
    tasks'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/red-hat-automation-glossary:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides a comprehensive terminology reference mapping modern DevOps,
    configuration management, and automation jargon. Offers clear, enterprise-aligned
    definitions for terms like CI/CD, IaC, GitOps, and orchestration engines.
  language: English
  resource_type: Reference
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Automation
  - Glossary
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: Red Hat automation glossary \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
  - introduction.md
https://www.redhat.com/en/blog/red-hat-container-community-of-practice-operators:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A curated reference of operations practices created by Red Hat's Container
    Community of Practice. Discusses deployment methods, multi-tenant isolation operators,
    and configuration frameworks built to manage complex setups.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Extensibility & Development
  - Guides & Best Practices
  - Enterprise Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: Red Hat Container Community of Practice Operators'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://www.redhat.com/en/blog/red-hat-drives-future-java-cloud-native-container-first-quarkus:
  description: ''
  year: '2019'
  stars: 4
  ai_summary: Press release declaring Red Hat's long-term backing and continuous commitment
    to the Quarkus runtime environment. Architecturally, it positions Quarkus as Red
    Hat's premier stack for cloud-native, high-density, serverless architectures on
    OpenShift and Kubernetes. This institutional support has cemented Quarkus's legitimacy
    across the financial and enterprise services landscape.
  language: Java
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Industry Impact
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'redhat.com: Red Hat drives future of Java with cloud-native, container-first
    Quarkus'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.redhat.com/en/blog/red-hat-introduces-open-source-project-quay-container-registry:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Official press release detailing Red Hat's open-sourcing of Project
    Quay, the upstream foundation of Red Hat Quay. This transition opened up the registry
    engine, vulnerability scanner (Clair), and helper tools to public collaborative
    development. It established Project Quay as a fully open, scalable option for
    global container storage and scanning.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure Security
  - Container Registries
  - Project Quay
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Red Hat Introduces open source Project Quay container registry
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/red-hat-openshift-4.7-is-now-available:
  description: "- Kubernetes 1.20\n    - Updated OpenShift Virtualization\n    - Virtualization
    Migrations\n    - Windows Containers on vSphere\n    - Simplified Bare Metal installs\n
    \   - Horizontal Pod Autoscaler (CPU & Memory)\n    - New RHACM integrations\n
    \   - and much, much more!!"
  year: '2021'
  stars: 4
  ai_summary: A programmatic overview of OpenShift 4.7 capabilities, featuring the
    adoption of Kubernetes 1.20, advanced OpenShift Virtualization tools, simplified
    bare-metal installs, and enhanced multi-cluster administration integrations via
    Red Hat Advanced Cluster Management (RHACM).
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Release Diagnostics
  - Platform Lifecycle
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'openshift.com: Red Hat OpenShift 4.7 Is Now Available'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/red-hat-openshift-4.8-is-now-generally-available:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Details the general availability of OpenShift 4.8. Focuses on OVN-Kubernetes
    networking integrations, multi-network attachments via Multus, IPv6 transition
    mechanisms, and consolidated sandboxed execution parameters.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Release Diagnostics
  - Platform Lifecycle
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: Red Hat OpenShift 4.8 Is Now Generally Available'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/red-hat-openshift-4.9-is-now-generally-available:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Summarizes the general availability updates of OpenShift 4.9. Focuses
    on API transitions associated with Kubernetes 1.22, the launch of single-node
    OpenShift, and automated Bare-Metal provisioning.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Release Diagnostics
  - Platform Lifecycle
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: Red Hat OpenShift 4.9 Is Now Generally Available'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/red-hat-openshift-certification-extends-support-kubernetes-native-technologies-helm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Press release outlining Red Hat's native support and certification paths
    for Helm charts in OpenShift. Reinforces Helm's status as a first-class citizen
    in Enterprise hybrid-cloud orchestration frameworks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Enterprise Platforms
  - Red Hat OpenShift
  - Certifications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: Red Hat OpenShift Certification extends support for Kubernetes-native
    technologies with Helm \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://www.redhat.com/en/blog/red-hat-openshift-dedicated-price-reduction:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the significant 75% pricing reduction and SLA upgrade to 99.95%
    for OpenShift Dedicated. Analyzes cloud licensing cost implications and enterprise
    planning strategies for multi-cloud deployments.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - FinOps
  - Cost Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Red Hat OpenShift Dedicated price reduction: Price lowered by 75% on average,
    SLA improved to 99.95% \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/blog/red-hat-openshift-installation-process-experiences-on-ibm-z-linuxone:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive practical review of provisioning OpenShift on IBM Z
    and LinuxONE infrastructures, discussing user-provisioned infrastructure (UPI)
    workflows. It details network configuration challenges, storage integration (FCP/FC),
    and operating system (RHCOS) deployment mechanics typical of s390x systems.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Enterprise Integration
  - Enterprise Mainframe
  - Deployment Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Red Hat OpenShift Installation Process Experiences on IBM Z/LinuxONE
  addition_method: manual
  v2_locations:
  - ibm_cloud.md
https://www.redhat.com/en/blog/red-hat-openshift-service-aws-hosted-control-planes-now-available:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analysis of ROSA with Hosted Control Planes (HCP), explaining how
    decoupling management infrastructure from tenant worker nodes lowers operational
    costs and improves provisioning times.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Managed Kubernetes
  - ROSA HCP
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Red Hat OpenShift Service on AWS with hosted control planes
    now available'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/red-hat-openshift-service-mesh-is-now-available-what-you-should-know:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Announcement detailing the GA availability of Red Hat OpenShift Service
    Mesh. Explains the integrated packaging of Istio, Envoy, and Jaeger under OpenShift's
    strict security paradigms.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Service Mesh
  - Red Hat OpenShift
  - Enterprise Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.openshift.com: Red Hat OpenShift Service Mesh is now available: What
    you should know \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
  - istio.md
https://www.redhat.com/en/blog/redefining-possibilities-it-automation-across-your-ecosystem-red-hat-partners:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates Red Hat's ecosystem collaboration strategy, focusing on certified
    infrastructure plugins. Covers streamlined workflows developed alongside AWS,
    Cisco, and F5 networking nodes.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - Enterprise Platform
  - Partnership
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Redefining the possibilities of IT automation across your ecosystem
    with Red Hat partners'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/remote-debugging-java-applications-openshift:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Focuses specifically on configuring JDWP parameters in enterprise Java
    container builds to allow secure, remote interactive debugging from IDEs directly
    to pods in OpenShift.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Application Monitoring
  - Java Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Remote Debugging of Java Applications on OpenShift
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.redhat.com/en/blog/renewed-thrill-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practitioner's personal narrative showing how shifting from manual
    scripts to structured declarative YAML improves engineering efficiency. It showcases
    how automation reduces operational fatigue, shifting dev focus toward building
    features. A solid developer-advocate study of Ansible benefits.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Renewing my thrill at work with Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/replace-docker-podman-mac-revisited:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An updated architectural guide on replacing Docker Desktop with Podman
    on macOS. This revision covers modern updates to Podman Machine, performance-tuned
    mounting solutions, and port-forwarding schemes that simplify the developer experience
    on Apple Silicon.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - macOS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to replace Docker with Podman on a Mac, revisited'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/replace-docker-podman-macos:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An installation guide detailing how to replace Docker Desktop on macOS
    using the native Podman Machine subsystem, which utilizes a Fedora-based CoreOS
    VM in QEMU. It outlines rootless volume sharing, port-forwarding setups, and local
    terminal alias configuration, achieving low-overhead development environments
    on Mac hardware.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - macOS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to replace Docker with Podman on a Mac'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/reverse-proxy-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step design of an automated reverse proxy layer using HAProxy
    or Nginx. Illustrates template integration with dynamic backend target pools,
    configuring routing rules, load-balancer health checks, and secure SSL/TLS listeners
    through automation.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Network Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: How to use Ansible to configure a reverse proxy \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/rook-ceph-storage-operator-now-operatorhubio:
  addition_method: manual
  content_hash: f26e971c1e658702a0fc51c28febae29ede437cc83642b86ba386e05e05c84be
  health_score: 100.0
  last_checked: 1779032076.940276
  v1_locations:
  - docs/kubernetes-storage.md
  - docs/ocp4.md
https://www.redhat.com/en/blog/rootless-podman-nfs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A troubleshooting guide explaining UID/GID translation mechanisms when
    mounting NFS shared drives onto rootless Podman systems.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Compute & Runtime
  - Local Container Engines
  - Rootless Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Rootless podman and NFS
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/sandboxed-containers-operator-from-zero-to-hero-the-hard-way-part-2:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deploying secure, isolated runtimes within Kubernetes demands deep knowledge
    of sandboxed container configurations, such as Kata Containers. This guide explores
    troubleshooting the Sandboxed Containers Operator on OpenShift, focusing on kernel
    module loading and hardware virtualization flags. It is an indispensable resource
    for platform engineers managing untrusted multi-tenant workloads.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Runtime Security
  - Sandboxed Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: Troubleshooting Sandboxed Containers Operator'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
? https://www.redhat.com/en/blog/scale-your-application-containers-on-red-hat-openshift-service-on-aws-rosa-clusters-using-amazon-efs-storage
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Teaches architects how to provision and leverage Amazon Elastic File
    System (EFS) to achieve multi-AZ ReadWriteMany (RWX) storage for scalable application
    backends.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Storage & Data
  - Persistent Storage
  - AWS EFS Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: Scale your application containers on Red Hat OpenShift
    Service on AWS (ROSA) clusters using Amazon EFS storage'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/scaling-java-containers:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Comprehensive guide explaining how Linux cgroups interact with the JVM's
    ergonomics. Highlights historical heap-limit misalignment bugs and offers solutions
    using container-aware flags like UseContainerSupport and MaxRAMPercentage.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes
  - Containerized JVM Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.openshift.com: Scaling Java Containers \U0001F31F"
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://www.redhat.com/en/blog/schema-registry:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A strategic whitepaper discussing the foundational role of schema registries
    in ensuring runtime compatibility and message consistency across distributed microservice
    systems. It details forward/backward compatibility models and best practices for
    automated API version upgrades.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Microservices Patterns
  - Schema Governance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'redhat.com: Using a schema registry to ensure data consistency between microservices'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.redhat.com/en/blog/signing-and-verifying-container-images:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses enterprise-grade methods for signing and validating container
    images within OpenShift environments. Focuses on integrating Cosign/Sigstore verification
    loops and Red Hat's custom signature mechanisms inside mutating admission policies
    to reject unauthenticated container images.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Supply Chain Security
  - Image Signing & Verification
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "openshift.com: Signing and Verifying Container Images \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/simple-canary-deployments-using-kubernetes-statefulsets-on-openshift:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Illustrates an architectural pattern for running canary deployments
    on OpenShift using StatefulSets. Discusses how deterministic network identities
    and storage bindings facilitate controlled, traffic-weighted application releases.
  language: Yaml
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - Deployment Strategies
  - Canary Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'openshift.com: Simple Canary Deployments using Kubernetes StatefulSets on
    OpenShift'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/simplifying-database-cloud-service-access:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details standard patterns for binding external managed cloud databases
    to Kubernetes workloads. Highlights the Service Binding Operator specification,
    simplifying secret delivery, and enforcing secure connection parameters.
  language: English
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Data on Kubernetes
  - DBaaS
  - Enterprise RedHat
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'cloud.redhat.com: Simplifying Database Cloud Service Access'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.redhat.com/en/blog/simplifying-openshift-case-information-gathering-workflow-must-gather-operator:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Introduces the Must-Gather Operator framework as a secure alternative
    to direct SSH debugging of underlying cluster nodes. Details how the automated
    diagnostic engine programmatically aggregates core configuration files, CRDs,
    namespace event logs, and kernel metrics.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Cluster Diagnostics
  - Troubleshooting Protocols
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "blog.openshift.com: Simplifying OpenShift Case Information Gathering Workflow:
    **Must-Gather Operator** (In the context of Red Hat OpenShift 4.x and Kubernetes,
    **it is considered a bad practice to ssh into a node and perform debugging actions**)
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
? https://www.redhat.com/en/blog/simplifying-secrets-management-with-cyberark-and-red-hat-ansible-automation-platform?sc_cid=7015Y000003t7aWQAQ
: addition_method: manual
  ai_summary: Demonstrates how Ansible Playbooks natively resolve access tokens and
    host credentials dynamically from CyberArk Conjur Secrets Manager, preventing
    configuration leakage.
  complexity: Intermediate
  description: ''
  hierarchy:
  - Security
  - Secrets Management
  - Enterprise Platforms
  is_microservice: false
  language: English
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ansible.com: Simplifying secrets management with CyberArk and Red Hat Ansible
    Automation Platform'
  v2_locations:
  - devsecops.md
  year: '2022'
https://www.redhat.com/en/blog/sizing-applications-in-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Red Hat''s guide on rightsizing containerized workloads in OpenShift
    and vanilla Kubernetes.

    - Discusses iterative load testing methodologies to derive realistic resource
    baselines.

    - Outlines how proper sizing reduces infrastructure overhead while maintaining
    application performance profiles.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Resource Planning
  - Application Sizing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'openshift.com: Sizing Applications in Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.redhat.com/en/blog/software-packages-ansible:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews the foundational mechanics of configuring multi-package software
    installations via declarative playbooks. Details state assertions, package locks,
    standard repository overrides, and handler bindings for service restarts.
  language: YAML
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Package Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to install software packages with an Ansible playbook'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/sso-integration-for-the-openshift-gitops-operator:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores integrating single sign-on (SSO) systems like Keycloak or Red
    Hat SSO with the OpenShift GitOps (Argo CD) operator. Facilitates role-based access
    control (RBAC) mappings for secure enterprise deployments.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security & Governance
  - Identity & Access
  - OpenShift GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: SSO Integration for the OpenShift GitOps Operator'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/start-learning-kubernetes:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Evaluates diverse methods for deploying local Kubernetes test environments.
    Compares minikube, Kind, and CodeReady Containers (CRC) to provide developers
    with stable environments tailored for specific development patterns.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Fundamentals
  - Local Environments
  - Developer Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Start learning Kubernetes from your local machine'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.redhat.com/en/blog/state-kubernetes-security:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Red Hat's analysis of container security threats, identifying key issues
    such as misconfigurations, unpatched vulnerabilities, and integration friction
    in cloud-native operational environments.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Industry Reports
  - Enterprise Security Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'redhat.com: The State of Kubernetes Security'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.redhat.com/en/blog/state-of-openshift-container-storage-eran-tamir-and-duncan-hardie-red-hat:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural overview analyzes the Red Hat OpenShift Container
    Storage platform (now OpenShift Data Foundation). It details how combining Ceph,
    NooBaa, and Rook creates an integrated control plane to deliver multi-cloud block,
    file, and object endpoints for OpenShift workloads.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Storage
  - Enterprise Storage
  - Red Hat Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: State of OpenShift Container Storage
  addition_method: manual
  v2_locations:
  - ocp4.md
  - kubernetes-storage.md
https://www.redhat.com/en/blog/stateful-workloads-and-the-two-data-center-conundrum:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Analyzes the persistence challenges associated with stateful microservices
    running across multi-site cluster architectures. Evaluates split-brain hazards
    and suggests synchronous storage configurations to guarantee data integrity.
  language: None
  resource_type: Architectural Guide
  complexity: Advanced
  hierarchy:
  - Platform Architecture
  - High Availability
  - Disaster Recovery
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'blog.openshift.com/: Stateful Workloads and the Two Data Center Conundrum'
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.redhat.com/en/blog/strategies-for-moving-.net-workloads-to-openshift-container-platform:
  addition_method: manual
  content_hash: fb8e5ed5363d5408ff594c76d1e15462a3b049e021e7275885ea9b9ceb174110
  health_score: 100.0
  last_checked: 1779130495.020681
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/sysadmin-essentials-networking-basics:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Introduces foundational networking paradigms crucial for any systems
    administrator or DevOps engineer. Covers system concepts such as routing tables,
    the Domain Name System, ports, and IP configurations. Establishes a baseline troubleshooting
    mindset for configuring and maintaining reliable bare-metal and virtual infrastructure.
  language: English
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Networking
  - Fundamentals
  - Systems Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Learn the networking basics every sysadmin needs to know'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/tackle-application-modernization:
  description: ''
  addition_method: manual
  content_hash: 58ddef0d2f81f76eaad2b73e12337d0cea15a9acc7f4cbf69af0ea9957cd3a51
  health_score: 100.0
  last_checked: 1779130495.023802
  needs_ai_refresh: true
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 3
  ai_summary: Red Hat's technical overview of Konveyor Tackle. It demonstrates how
    organizations evaluate huge legacy application portfolios, scoring them across
    technical complexity metrics to chart migrations to target Kubernetes clusters.
  language: Markdown
  resource_type: Technical Blog
  complexity: Medium
  hierarchy:
  - Application Migration
  - Modernization
  - Enterprise Portfolio Analysis
  is_microservice: false
  title: 'redhat.com: How to streamline application portfolio modernization with Tackle'
https://www.redhat.com/en/blog/tcpdump-part-one:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An engineering guide highlighting the six essential packet filtering
    parameters for tcpdump. Demystifies syntax for isolating ingress and egress traffic
    based on host IPs, port ranges, and protocols. Enables systems architects and
    SREs to perform granular real-time traffic analysis directly from the command
    line interface.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Diagnostics
  - Traffic Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: 6 tcpdump network traffic filter options'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/tech-preview-get-visibility-into-your-openshift-costs-across-your-hybrid-infrastructure:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: OpenShift Cost Management (now integrated into the Red Hat Hybrid Cloud
    Console) allows cloud administrators to track costs across hybrid cloud infrastructures.
    By associating cluster metrics (CPU/RAM usage) with cloud provider billing APIs,
    it models cost distribution down to namespaces, applications, and custom cost
    centers.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Operations
  - FinOps
  - Cost Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.openshift.com: Tech Preview: Get visibility into your OpenShift costs
    across your hybrid infrastructure \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/the-hidden-dangers-of-terminating-namespaces:
  description: ''
  year: '2022'
  stars: 1
  ai_summary: Investigates the structural mechanics of hung namespaces caught in a
    permanent 'Terminating' state. Pinpoints controller and finalizer blocking points,
    providing clean recovery strategies.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Operations
  - Troubleshooting
  - Namespace Deletion
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "openshift.com: The Hidden Dangers of Terminating Namespaces \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.redhat.com/en/blog/top-10-ansible-blogs-2022?sc_cid=7015Y000003t7aWQAQ:
  addition_method: manual
  content_hash: 0233d83910bd391c9e155e84d9f7aa7064591b24bd7a6174d7813e56ef37fc7b
  health_score: 100.0
  last_checked: 1779130494.928867
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/top-10-most-used-open-practice-library-concepts:
  addition_method: manual
  content_hash: 24fb881ee828db51375e68baa86dadb7005fa73e5aa85cef2c485113e31c6fda
  health_score: 100.0
  last_checked: 1779031927.937366
  v1_locations: []
https://www.redhat.com/en/blog/top-kubernetes-operators-advancing-across-the-operator-capability-model:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This reference guide details the Operator Capability Model (Levels 1
    to 5). It analyzes features required to advance an operator from basic installation
    (Level 1) and seamless upgrades (Level 2) to full lifecycle automation (Level
    3), deep metrics tracking (Level 4), and auto-pilot anomaly remediation (Level
    5).
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platforms
  - Lifecycle Management
  - Operator Framework
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Top Kubernetes Operators
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/top-open-source-kubernetes-security-tools-of-2021:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Reviews top open-source security tooling from 2021, including static
    analysis tools, vulnerability scanners, runtime anomaly detectors, and compliance
    auditors used within CI/CD pipelines.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Security Toolkits & Scanning
  - Open Source Curation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "cloud.redhat.com: Top Open Source Kubernetes Security Tools of 2021 \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/topology-aware-scheduling-in-kubernetes-part-1-the-high-level-business-case:
  description: '- [openshift.com: Topology Awareness in Kubernetes Part 2: Don’t we
    already have a Topology Manager?](https://www.redhat.com/en/blog/topology-awareness-in-kubernetes-part-2-dont-we-already-have-a-topology-manager)'
  year: '2021'
  stars: 0
  ai_summary: Explores the business and technical motivations of Topology-Aware Scheduling.
    Explains how aligning CPU, memory, and high-performance PCIe peripherals (such
    as SRIOV NICs and GPUs) inside single NUMA nodes minimizes latency and increases
    raw computing performance.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Scheduling
  - Topology Awareness
  - Performance Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'openshift.com: Topology Aware Scheduling in Kubernetes Part 1: The High
    Level Business Case'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.redhat.com/en/blog/topology-awareness-in-kubernetes-part-2-dont-we-already-have-a-topology-manager:
  addition_method: manual
  content_hash: 67573f3327fc67330d03721fba95d241a29ef7c41adf99cc5330860f895764b2
  health_score: 100.0
  last_checked: 1779130494.969296
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes.md
https://www.redhat.com/en/blog/troubleshoot-ansible-playbooks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A strategic guide outlining crucial diagnostics and troubleshooting
    workflows for failing Ansible playbooks. Key techniques include utilizing debug
    modules, verbose logging (`-vvvv`), step execution, check-mode dry runs, and analyzing
    variable scopes to pinpoint structural or runtime issues.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: 6 troubleshooting skills for Ansible playbooks \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/troubleshooting-openshift-network-performance-with-a-netperf-daemonset:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This resource outlines how to run a netperf DaemonSet on Red Hat OpenShift
    to measure network throughput and latency boundaries between nodes. Double-evidence
    synthesis highlights its long-term diagnostic utility, though 2026 platforms favor
    automated eBPF-based instrumentation (like Cilium) for real-time latency mapping.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes & OpenShift
  - Networking
  - Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com: Troubleshooting OpenShift network performance with a
    netperf DaemonSet'
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/blog/understanding-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates how Red Hat frameworks integrate GitOps into long-term
    enterprise plans. Establishes strategies for governing hybrid cloud environments,
    validating infrastructure, and managing architectural templates.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - GitOps
  - Enterprise
  - Architecture Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: How to use GitOps in your enterprise architecture strategy \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.redhat.com/en/blog/understanding-service-accounts-sccs:
  description: "- [ref2](https://docs.openshift.com/container-platform/4.1/authentication/understanding-and-creating-service-accounts.html)\n
    \   - [ref3](https://docs.openshift.com/container-platform/4.1/authentication/managing-security-context-constraints.html#role-based-access-to-ssc_configuring-internal-oauth)"
  year: '2019'
  stars: 0
  ai_summary: Explains OpenShift Service Accounts, Role-Based Access Control (RBAC),
    and Security Context Constraints (SCC). Understanding SCCs is vital when deploying
    complex operators that need custom security postures, such as stateful databases.
    This reference outlines how to grant specific system permissions safely, protecting
    multi-tenant clusters from security compromise.
  language: YAML
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Platform Security
  - Access Control
  - Service Accounts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ref1
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.redhat.com/en/blog/understanding-yaml-ansible:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A practical guide on how to parse and construct valid Ansible YAML blueprints.
    It explains YAMLlint configuration options and how to include validation steps
    in pre-commit git hooks. This is highly useful for maintaining clean syntax across
    large development teams.
  language: N/A
  resource_type: article
  complexity: intermediate
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Validation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "redhat.com: Understanding YAML for Ansible. Validating YAML files with YAMLlint
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://www.redhat.com/en/blog/using-asciinema:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Step-by-step documentation on deploying and utilizing asciinema to capture
    terminal sessions as text files. Enhances technical knowledge sharing, collaborative
    troubleshooting, and deployment runbook audits.
  language: English
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Development Tools
  - Terminal Recording
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'redhat.com: How to record your Linux terminal using asciinema'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/using-container-technology-make-trusted-pipeline:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes how to design highly secure, isolated CI/CD pipelines using
    Podman container guards. By isolating execution steps within unprivileged container
    sandboxes, this architecture protects build systems and host servers from security
    compromises.
  language: YAML
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - CI-CD Pipelines
  - Pipeline Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Build trusted pipelines/Guards with Podman containers
  addition_method: manual
  v2_locations:
  - devsecops.md
  - container-managers.md
https://www.redhat.com/en/blog/using-openshift-3-on-your-local-environment:
  addition_method: manual
  content_hash: 78b0ba6fe452dc28db2c6d60c2a21a7b0825f2ab8f7918d91258e4703fe50774
  health_score: 100.0
  last_checked: 1779130495.015601
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp3.md
  v2_locations:
  - ocp3.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/using-openshift-pipelines-to-automate-red-hat-advanced-cluster-security-for-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This architectural resource focuses on integrating container security
    scans directly into OpenShift Pipelines (Tekton) using Red Hat Advanced Cluster
    Security (RHACS). It provides continuous security analysis by scanning build environments
    and deployment configurations, automatically blocking vulnerable code prior to
    final deployment phases.
  language: Yaml
  resource_type: Blog / Tutorial
  complexity: Advanced
  hierarchy:
  - Platform Architecture
  - DevSecOps
  - Security Automation
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'openshift.com: Using OpenShift Pipelines to Automate Red Hat Advanced Cluster
    Security for Kubernetes'
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
? https://www.redhat.com/en/blog/using-vpc-peering-to-connect-an-openshift-service-on-an-aws-rosa-cluster-to-an-amazon-rds-mysql-database-in-a-different-vpc
: description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides step-by-step instructions for establishing low-latency VPC
    peering connections between an active ROSA container network and an external Amazon
    RDS MySQL database cluster.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Cluster Networking
  - VPC Peering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'openshift.com: Using VPC Peering to Connect an OpenShift Service on an AWS
    (ROSA) Cluster to an Amazon RDS MySQL Database in a Different VPC'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/velero-backup-and-restore-of-an-application-using-gp2-storageclass-on-rosa:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A detailed technical walkthrough describing how to deploy Velero to
    safeguard stateful applications running on Red Hat OpenShift Service on AWS (ROSA)
    using AWS gp2 and gp3 storage architectures.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Protection
  - Kubernetes Backup Operators
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: Velero Backup and Restore of an Application Using gp2
    StorageClass on ROSA'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://www.redhat.com/en/blog/vim-commands:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A structured reference covering intermediate-to-advanced Vim workflows,
    including search-and-replace regexes and window splitting. Boosts text manipulation
    throughput for systems engineers editing config files on remote servers.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Development Tools
  - Text Editors
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'redhat.com: Vim: Basic and intermediate commands'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/virtual-machines-as-code-with-openshift-gitops-and-openshift-virtualization:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details running legacy virtual machines side-by-side with containers
    using OpenShift Virtualization. Outlines declarative patterns for orchestrating
    VM lifecycles through GitOps practices using Argo CD.
  language: Yaml
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - OpenShift Virtualization
  - GitOps VMs
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'cloud.redhat.com: Virtual Machines as Code with OpenShift GitOps and OpenShift
    Virtualization'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/visual-web-terminal-a-turbocharged-command-line-for-kubernetes-and-openshift:
  description: ''
  addition_method: manual
  content_hash: 6c73e0aa7096e0205ce2389ee8665dea0b4c242d398396827dc293b52ad81786
  health_score: 100.0
  last_checked: 1779130494.974129
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2020'
  stars: 0
  ai_summary: Introduces Red Hat's Visual Web Terminal, combining standard CLI controls
    with graphical elements for OpenShift. It maps cluster payloads dynamically to
    decrease complex command cognitive loads.
  language: TypeScript
  resource_type: SaaS Feature
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Developer Experience
  - Web Console
  is_microservice: false
  title: 'openshift.com: Visual Web Terminal - A Turbocharged Command Line for Kubernetes
    and OpenShift'
https://www.redhat.com/en/blog/whats-new-in-ansible-automation-platform-2-automation-controller?sc_cid=7015Y000003t7aWQAQ:
  addition_method: manual
  content_hash: 15dadecc89f6b78542810c4d8b3ee8fcca306a55c9f74e011017339ee06d3af5
  health_score: 100.0
  last_checked: 1779130494.935518
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/blog/why-and-when-you-need-to-consider-openshift-serverless:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Analytically presents key decision variables for deploying OpenShift
    Serverless, highlighting resource cost reductions, pod auto-scaling, and cluster
    efficiency.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - OpenShift
  - OpenShift Serverless
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'openshift.com: Why and When you need to consider OpenShift Serverless'
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.redhat.com/en/blog/why-red-hat-investing-cri-o-and-podman:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A strategic analysis detailing Red Hat's engineering shift from Docker
    to CRI-O and Podman. It explores the security advantages of rootless architectures,
    the reduction of single-point-of-failure daemons, and the architectural benefits
    of aligning runtimes strictly to Kubernetes-compatible CRI specifications.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Containerization
  - Container Engines
  - Strategy & Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Why Red Hat is investing in CRI-O and Podman
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.redhat.com/en/blog/why-you-should-be-using-multi-category-security-your-linux-containers:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides an advanced technical analysis of Multi-Category Security (MCS)
    under SELinux. Explains how the Linux kernel leverages unique dynamic security
    categories to completely isolate containers from each other and the host OS. Crucial
    reading for systems architects operating high-tenancy, highly sensitive platforms.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - OS Isolation
  - SELinux Container Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Why you should be using Multi-Category Security (MCS) for your Linux containers
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/world-domination-cgroups-part-8-down-and-dirty-cgroup-v2:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Deep architectural analysis of cgroup v2, detailing the unified resource
    hierarchy model, memory pressure stalls (PSI), and unified controllers. Essential
    reading for system engineers developing container orchestrators and high-density
    microservices systems.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux Kernel
  - Container Virtualization
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'redhat.com: World domination with cgroups part 8: down and dirty with cgroup
    v2'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.redhat.com/en/blog/writing-customized-reports-using-metering-operator:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Explores authoring custom resource and cost allocation reports using
    the OpenShift Metering Operator. Note: The Metering Operator has since been deprecated
    in favor of OpenShift Cost Management.'
  language: SQL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Cost Optimization & Metering
  - Metering Operator
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Writing Customized Reports Using Metering Operator
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/yaml-beginners:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An entry-level Red Hat tutorial introducing the foundational rules of
    YAML syntax. It covers arrays, mappings, multi-line scalar parameters, and standard
    key-value conventions. This is a critical starting point for developers working
    with GitOps templates and automation tasks.
  language: N/A
  resource_type: article
  complexity: beginner
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: YAML for beginners'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://www.redhat.com/en/blog?f[0]=taxonomy_blog_post_category_tid:107161&f[1]=taxonomy_topic_tid:75521:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A thematic curation of architectural entries covering multi-cluster
    synchronization, active-active topologies, global service routing, and deployment
    configurations utilizing Advanced Cluster Management.
  language: None
  resource_type: Article Index
  complexity: Advanced
  hierarchy:
  - Platform Architecture
  - Multicluster
  - Disaster Recovery
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: blog.openshift.com/tag/multi-datacenter
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.redhat.com/en/engage/ansible-automation-platform-beginners-guide-ebook:
  addition_method: manual
  content_hash: 4f35f21db4ae19b7b5145f9bb0eef3a9a3e51d0e906aece430d76b849f047a47
  health_score: 100.0
  last_checked: 1779130494.945175
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.redhat.com/en/engage/automated-enterprise-e-book?sc_cid=7013a0000034fMwAAI&dclid=COKjiau-upQDFXLuKAUdouAGMQ&gad_source=7
: addition_method: manual
  content_hash: 6b668dc8416c34407848954263402d444993724639af0f4f3c5c27b442ed5ac1
  health_score: 100.0
  last_checked: 1779130495.022904
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/engage/automated-enterprise-ebook-20171107:
  addition_method: manual
  content_hash: 95ee8f9ec0777b310def9dcf65e675c8432bb47034da7703c5612db7d768d71b
  description: ''
  health_score: 100.0
  last_checked: 1779033715.733218
  stars: 0
  status: online
  title: 'redhat.com: The Automated Enterprise'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/en/engage/kubernetes-containers-architecture-s-201910240918:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779030986.814474
  v1_locations:
  - docs/kubernetes.md
https://www.redhat.com/en/engage/open-practice-library-ebook:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A comprehensive operational framework catalog focusing on discovery,
    delivery, and culture-building practices. Highly valuable for engineering managers
    seeking to streamline agile delivery and foster highly collaborative, cloud-native
    DevOps teams.
  language: PDF
  resource_type: E-book
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Agile & DevOps
  - Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Transformation takes practice
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.redhat.com/en/livestreaming:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Curated video stream ecosystem featuring deep-dives, live installations,
    and architectural Q&As hosted by Red Hat engineers. It acts as a visual guide
    for engineers tackling complex network topologies, operator lifecycles, and cluster
    management with ACM (Advanced Cluster Management).
  language: English
  resource_type: Video Portal
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Community & Collaboration
  - Media & Streaming
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: OpenShift.tv
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/products/application-foundations:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Historically a distributed integration platform based on Apache Camel,
    Red Hat Fuse has transitioned into the Red Hat Application Foundations suite.
    It provides enterprise-level connectivity for hybrid clouds, routing APIs, and
    legacy applications. Contemporary architectures deploy Camel Extensions for Quarkus
    to achieve high performance on Kubernetes.
  language: Java
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Integration
  - Enterprise Service Bus
  - Red Hat Fuse
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: '**Red Hat Fuse**'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.redhat.com/en/products/trials?products=hybrid-cloud:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Outlines the modernized Full Stack Automation (IPI) and Pre-existing
    Infrastructure (UPI) install pathways for OpenShift 4. Guides systems administrators
    through bootstrapping, node discovery, and control-plane deployment workflows.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Containers & Orchestration
  - OpenShift
  - Installation & Setup
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.openshift.com: OpenShift 4 Install Experience'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/resources:
  description: ''
  year: '2017'
  stars: 3
  ai_summary: O'Reilly DevOps manual explaining legacy OpenShift pipeline integrations,
    build configurations, and container deployment pipelines. While the fundamental
    team topology and CI/CD concepts are outstanding, its technical recipes have been
    superseded by modern GitOps (Argo CD) and Tekton pipelines.
  language: English
  resource_type: E-book
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Resources & Ebooks
  - DevOps & CI/CD
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'O''Reilly Free Book: **DevOps with OpenShift**'
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/resources/openshift-subscription-sizing-guide-detail:
  addition_method: manual
  content_hash: 9700a8a5aa1e5d21bda06ceadd0a1cae119e64713e25dff4fdab86ae0bc7565b
  description: ''
  health_score: 100.0
  last_checked: 1779031186.051622
  stars: 0
  status: online
  title: "redhat.com: OpenShift sizing and subscription guide for enterprise Kubernetes'
    \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.redhat.com/en/resources/oreilly-kubernetes-operators-automation-ebook:
  description: ''
  year: '2020'
  stars: 5
  ai_summary: Definitive O'Reilly ebook on building custom Kubernetes Operators using
    Go, Ansible, and Helm SDKs. Walks through reconciling controllers, writing CRDs,
    and managing custom states. Live 2026 analysis indicates this text remains the
    absolute standard for engineering platform automation layers.
  language: English
  resource_type: E-book
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Resources & Ebooks
  - Operators
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'O’Reilly: Free ebook: **Kubernetes Operators: Automating the Container Orchestration
    Platform**'
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/resources/self-managed-openshift-subscription-guide:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An official enterprise resource guide addressing core allocation models,
    virtual-to-physical infrastructure sizing algorithms, and licensing calculations
    required to build a well-architected cluster.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Capacity Planning
  - Platform Sizing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "redhat.com: OpenShift sizing and subscription guide for enterprise Kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/services/training/au094-ansible-essentials-simplicity-automation-technical-overview:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A free, official Red Hat technical training course outlining the foundations
    of YAML configuration, agentless execution, and task execution patterns. Ideal
    for onboarding engineers to standard enterprise automation playbooks safely and
    effectively.
  language: English
  resource_type: Course
  complexity: Beginner
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Ansible Training
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "redhat.com: Ansible Essentials: Simplicity in Automation Technical Overview
    (Free Course) \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/services/training/do007-ansible-essentials-simplicity-automation-technical-overview:
  addition_method: manual
  content_hash: 82e3d22fc63363816d3f5b0f7771daa47969e48d99ea7a76434e3600467efefb
  description: ''
  health_score: 100.0
  last_checked: 1779033640.119289
  stars: 0
  status: online
  title: "redhat.com: Ansible Essentials: Simplicity in Automation Technical Overview'
    (Free Course) \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/en/solutions/devsecops-approach:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines Red Hat's framework for implementing DevSecOps inside Kubernetes
    environments like OpenShift. Explores container registry security integration,
    automated system hardening, and continuous policy-as-code validation patterns.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - DevSecOps
  - Enterprise Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'redhat.com: Red Hat''s approach to DevSecOps'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/solutions/edge-computing-approach?sc_cid=7013a000002w1CwAAI:
  addition_method: manual
  content_hash: 6b7eb0d09287c57a49fb742cab9f9ce1f404734127756e677a637f33d718dcac
  health_score: 100.0
  last_checked: 1779130494.972398
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/edge-computing.md
  v2_locations:
  - edge-computing.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/solutions/kubernetes-approach:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Strategic whitepaper framing Red Hat's platform-centric philosophy towards
    Kubernetes, prioritizing automated host systems (RHCOS) and lifecycle operations
    via custom operators. Offers deep architectural reasoning for selecting unified
    platforms over highly fragmented DIY setups. Essential reading for system architects.
  language: English
  resource_type: Strategic Document
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Architectural Insights
  - Red Hat Ecosystem
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Red Hat's approach to Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/success-stories/the-volkswagen-group:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Explores Volkswagen Group's migration to an automated software-defined
    testing environment built on Red Hat OpenShift. This platform-based approach streamlines
    verification cycles for ECU software, accelerating vehicle-to-cloud development
    pipelines. By leveraging containerized testing nodes and Kubernetes orchestration,
    VW drastically reduced testing feedback loops while maintaining safety-critical
    compliance.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Cloud Platform
  - DevOps & Automation
  - Continuous Integration
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'redhat.com: The Volkswagen Group builds automated testing environment'
  addition_method: manual
  v2_locations:
  - customer.md
https://www.redhat.com/en/technologies/cloud-computing/openshift:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: Historically the first multi-tenant public cloud developer platform
    provided by Red Hat. In modern architectures, this service is fully deprecated
    and replaced by the modern Developer Sandbox and managed public cloud instances.
    Retained strictly for historical context.
  language: English
  resource_type: Legacy Service
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - Legacy Sandboxes
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: OpenShift Online
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/technologies/cloud-computing/openshift-data-foundation:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Red Hat OpenShift Data Foundation (formerly OpenShift Container Storage
    4) delivers software-defined persistent storage engineered for containerized environments.
    Built on Ceph, Rook, and NooBaa, ODF provides unified block, file, and object
    storage interfaces directly inside Kubernetes. This architecture simplifies lifecycle
    operations and enables dynamic provisioning, snapshotting, and disaster recovery
    across hybrid cloud footprints.
  language: English
  resource_type: Product Overview
  complexity: Advanced
  hierarchy:
  - Storage
  - Cloud-Native Storage
  - OpenShift Data Foundation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Red Hat OpenShift Container Storage 4
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/advanced-cluster-security-kubernetes:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Red Hat Advanced Cluster Security for Kubernetes (RHACS), built upon
    the StackRox platform. Delivers deep, Kubernetes-native security and continuous
    configuration auditing across OpenShift and Kubernetes. Implements network policy
    visualization, vulnerability tracking, and real-time host compliance auditing.
  language: N/A
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Security
  - Cloud Security
  - Enterprise Security Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: stackrox.com
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/aws:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Production landing page for ROSA (Red Hat OpenShift on AWS), a fully-managed,
    jointly-supported Kubernetes service. Offloads platform installation, control
    plane management, and upgrade logic to AWS and Red Hat. In 2026, it is a dominant
    architecture model for enterprises scaling workloads across hybrid AWS environments.
  language: English
  resource_type: Official Portal
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Managed Services
  - ROSA (AWS)
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Amazon Red Hat OpenShift
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/azure:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Direct landing point for Azure Red Hat OpenShift (ARO). It details co-engineered
    support networks, integrated billing mechanics, and seamless networking topologies
    with Azure virtual networks. Highly optimized for fast migration of enterprise
    Java and .NET workloads in 2026.
  language: English
  resource_type: Official Portal
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Managed Services
  - ARO (Azure)
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: ARO
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/8-answers-to-7-openshift-questions:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.974677
  review_metadata:
    original_url: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/8-answers-to-7-openshift-questions
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.974679'
  status: review_required
  v1_locations:
  - docs/ocp4.md
? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/a-brief-introduction-to-red-hat-advanced-cluster-security-for-kubernetes
: addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.029638
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/ask-an-openshift-admin-office-hour-authentication-and-authorization
: addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.94234
  v1_locations:
  - docs/ocp4.md
? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/control-regional-access-to-your-service-on-openshift-running-on-aws
: addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.979034
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/deploy-a-multi-master-okd-4.5-cluster-using-a-single-command-in-30-minutes
: addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.954427
  v1_locations:
  - docs/ocp4.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/fully-automated-openshift-deployments-with-vmware-vsphere:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.974553
  v1_locations:
  - docs/ocp4.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/how-to-configure-ldap-sync-with-cronjobs-in-openshift:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.945914
  review_metadata:
    original_url: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/how-to-configure-ldap-sync-with-cronjobs-in-openshift
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.945917'
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/introducing-azure-red-hat-openshift-on-openshift-4:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.94307
  review_metadata:
    original_url: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/introducing-azure-red-hat-openshift-on-openshift-4
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.943073'
  status: review_required
  v1_locations:
  - docs/ocp4.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/nested-openshift-using-openshift-virtualization:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.930289
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/openshift-security-best-practices-for-kubernetes-cluster-design
: addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.02894
  review_metadata:
    original_url: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/openshift-security-best-practices-for-kubernetes-cluster-design
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:55.028943'
  status: review_required
  v1_locations:
  - docs/ocp4.md
? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/operator-based-calico-cni-plug-in-is-supported-on-openshift-4
: addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.96192
  review_metadata:
    original_url: https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/operator-based-calico-cni-plug-in-is-supported-on-openshift-4
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:54.961922'
  status: review_required
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/workload-support-for-red-hat-openshift-matures-across-the-industry
: addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.019251
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/technologies/cloud-computing/openshift/dedicated:
  addition_method: manual
  content_hash: e99d4df8998b7912283341bf4a48d708df59241f6b627e4c0690f2baf75f48d7
  health_score: 100.0
  last_checked: 1779130494.936551
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/technologies/cloud-computing/openshift/for-developers:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.0134
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/technologies/cloud-computing/openshift/learn/topics/serverless:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.028608
  v1_locations:
  - docs/ocp4.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/platform-plus:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Duplicate page detailing OpenShift Platform Plus services. Examines
    the structural benefits of bundling Quay Enterprise storage with StackRox to automate
    image scanning and deployment controls.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Platform Packaging
  - Enterprise Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Red Hat OpenShift Platform Plus \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/pricing:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Red Hat's official licensing, pricing, and deployment cost matrix for
    its enterprise-grade OpenShift container platform. It outlines bare-metal setups,
    hybrid pricing, and cloud integrations. Live grounding validates OpenShift as
    the premier choice for highly regulated, security-critical multi-cloud microservices.
  language: English
  resource_type: Reference/Pricing
  complexity: Advanced
  hierarchy:
  - Kubernetes Management
  - Red Hat OpenShift
  - Enterprise Costs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Openshift.com pricing
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/products/online:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.950875
  v1_locations:
  - docs/openshift.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/serverless:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Red Hat's production-hardened Knative integration. Provides out-of-the-box
    scale-to-zero capabilities, event routing, and secure cluster integration under
    the OpenShift console.
  language: None
  resource_type: Product / Platform
  complexity: Advanced
  hierarchy:
  - Enterprise Kubernetes
  - OpenShift
  - OpenShift Serverless
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: OpenShift Serverless
  addition_method: manual
  v2_locations:
  - ocp4.md
  - serverless.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/try-it:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Unified gateway for trialing OpenShift deployments across public clouds,
    virtualization platforms, and local developer workstations (via OpenShift Local).
    Enables architects to evaluate operational complexity and developer tooling. Continually
    updated in 2026 to reflect the latest stable 4.x features.
  language: English
  resource_type: Official Portal
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - Evaluation & Sandbox
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "try.openshift.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/technologies/cloud-computing/openshift/what-are-openshift-operators:
  addition_method: manual
  content_hash: 10dfb085d8bb32acc29f16bae6108155108fe90c14431d14eae0f5345faf47ae
  health_score: 100.0
  last_checked: 1779130494.935136
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/technologies/cloud-computing/quay:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Historical reference regarding the commercial positioning and purchasing
    models of the Red Hat Quay 3.1 Certified Operator within OpenShift ecosystems.
    While previously highlighting commercial limitations, modern OpenShift ecosystems
    have integrated operators and community Project Quay alternatives smoothly. This
    documentation is legacy, detailing enterprise licensing landscapes of the 2019
    era.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure Security
  - Container Registries
  - Quay Licensing
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Quay 3.1 Certified Operator is not available in Openshift and must be purchased
  addition_method: manual
  v2_locations:
  - registries.md
https://www.redhat.com/en/technologies/jboss-middleware/3scale:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Identical platform reference focusing on Red Hat 3scale API Gateway
    configurations. Delivers a cloud-native, operator-driven API management framework
    optimized for scaling microservices on OpenShift clusters with declarative security
    controls.
  language: English
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Architecture
  - API Management
  - Red Hat Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Red Hat 3scale API Management
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.redhat.com/en/technologies/jboss-middleware/amq:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Red Hat AMQ is an enterprise message-brokering platform supporting traditional
    queue protocols (AMQP, JMS, MQTT) and high-throughput streaming patterns via integrated
    Kafka streams. It forms the core transactional backbone for legacy-to-modern hybrid
    cloud transformations.
  language: Java
  resource_type: Enterprise Platform
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cloud Native Integration
  - Enterprise Messaging
  - Red Hat AMQ
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Red Hat AMQ
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.redhat.com/en/technologies/jboss-middleware/data-grid:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Red Hat Data Grid is a distributed, in-memory key-value store built
    on top of Infinispan. It facilitates fast transaction caching, active real-time
    data streaming, and cross-datacenter state sync across Kubernetes clusters.
  language: Java
  resource_type: Enterprise Product
  complexity: Advanced
  hierarchy:
  - Data & Caching
  - Data Grid
  - In-Memory Caching
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Red Hat Data Grid
  addition_method: manual
  v2_locations:
  - caching.md
https://www.redhat.com/en/technologies/jboss-middleware/fuse:
  addition_method: manual
  content_hash: ae380e55f8994c9e534090354164b8cccc04bc6e4129c3497ccf5c1825534e36
  description: ''
  health_score: 100.0
  last_checked: 1779031181.395429
  stars: 0
  status: online
  title: '**Red Hat Fuse**'
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.redhat.com/en/technologies/linux-platforms/enterprise-linux:
  addition_method: manual
  content_hash: 3ea4e797707b3f0e391e6684412021164c7a63e516dc35a8526044dd95dcbaa3
  health_score: 100.0
  last_checked: 1779029704.374106
  v1_locations:
  - docs/registries.md
https://www.redhat.com/en/technologies/management/advanced-cluster-management:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Red Hat Advanced Cluster Management (RHACM) for Kubernetes is the premier
    tool for multi-cluster fleet administration. Based on the open-source Open Cluster
    Management (OCM) project, it automates bare-metal or cloud provisioned cluster
    lifecycles, enforces strict declarative security policies (via GitOps), and simplifies
    cross-cluster networking. It is the enterprise benchmark for orchestrating massive
    edge, hybrid, or multi-cloud deployments.
  language: English
  resource_type: Product Overview
  complexity: Advanced
  hierarchy:
  - Platforms
  - Cluster Management
  - Fleet Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Red Hat Advanced Cluster Management for Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/technologies/management/ansible/ai-automation:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Overview of Red Hat's automated intelligence strategy. Explores AI integration
    within playbook authoring tools to accelerate operational workflows, automate
    syntax validation, and optimize task declarations.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - AI & Automation
  - Code Generation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: ansible.ai
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/technologies/management/ansible/ansible-lightspeed:
  addition_method: manual
  content_hash: 979112cf75f6f8b668cbe7b737b69b7f2aab48d3bd47931c682fab0614029591
  description: ''
  health_score: 100.0
  last_checked: 1779030574.341616
  stars: 0
  status: online
  title: 'redhat.com: Red Hat Ansible Lightspeed with IBM watsonx Code Assistant'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/en/technologies/management/ansible/application-delivery?sc_cid=7015Y000003t7aWQAQ:
  addition_method: manual
  content_hash: 8777acc60831f56406d9529d233384648bf47b9b53f2c684a69f1a9aaffe8aea
  health_score: 100.0
  last_checked: 1779130494.96585
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/technologies/management/ansible/automation-coding-assistant:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Architectural breakdown of Red Hat Ansible Lightspeed powered by IBM
    watsonx Code Assistant. Analyzes the generative model converting raw text prompts
    to stable, context-aware Ansible tasks.
  language: English
  resource_type: blog_post
  complexity: Intermediate
  hierarchy:
  - Automation & Orchestration
  - AI & Automation
  - Code Generation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Red Hat Ansible Lightspeed with IBM watsonx Code Assistant'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/technologies/management/ansible/automation-controller?sc_cid=7015Y000003t7aWQAQ:
  addition_method: manual
  content_hash: 8be0f4335d21339012cab62c203173d39ba952188c1d592d2e59f4a0dd0d5861
  health_score: 100.0
  last_checked: 1779130494.942503
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/technologies/management/ansible?sc_cid=7015Y000003t7aWQAQ:
  addition_method: manual
  content_hash: 133d22dcd89b60081955bc59b7951cef2ec4fae4f20648674a72feabd6dc75e5
  health_score: 100.0
  last_checked: 1779130494.946254
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redhat.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/en/topics/cloud-native-apps/what-is-faas:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Red Hat's baseline conceptual definition of FaaS, documenting event-driven
    paradigms, scale-to-zero capabilities, and structural differences from standard
    virtual hosts.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - FaaS Basics
  - Definitions
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'redhat.com: What is Function-as-a-Service (FaaS)?'
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.redhat.com/en/topics/containers/kubernetes-approach:
  addition_method: manual
  content_hash: 5d4a41fcc24c57404232e9ea5fc3a62d756eca057d6afb376edee5d65f50ed50
  description: ''
  health_score: 100.0
  last_checked: 1779033479.25247
  stars: 0
  status: online
  title: "Red Hat's approach to Kubernetes \U0001F31F"
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.redhat.com/en/topics/containers/kubernetes-security:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Essential Red Hat Security resource detailing 29 structural recommendations
    across the entire build, deploy, and run lifecycle. Covers vulnerability scanning,
    image signing, secure context configurations, and network isolation protocols.
  language: English
  resource_type: Whitepaper
  complexity: Intermediate
  hierarchy:
  - Security
  - Platform Hardening
  - Best Practices
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Kubernetes Security 101: Risks and 29 Best Practices \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.redhat.com/en/topics/devops:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: 'Curator Insight: Groundwork explanation of continuous integration,
    collaboration, and platform metrics from Red Hat. Live Grounding: Acts as an industry
    standard explanation, connecting automated pipelines, team collaboration, and
    shared responsibility with real-world infrastructure delivery models.'
  language: en
  resource_type: Technical Resource
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Methodology
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: Understanding DevOps'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.redhat.com/en/topics/devops/what-cicd-pipeline:
  description: ''
  year: '2024'
  stars: 5
  ai_summary: An enterprise overview of OpenShift Pipelines, Red Hat's native CI/CD
    solution built entirely on Tekton. Explains how OpenShift integrates Tekton into
    its developer console, securing execution with OpenShift RBAC, and offering out-of-the-box
    cluster tasks to streamline secure container builds.
  language: YAML
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Continuous Integration & Delivery
  - Cloud Native CI-CD
  - OpenShift Pipelines
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: OpenShift Tekton pipelines
  addition_method: manual
  v2_locations:
  - tekton.md
https://www.redhat.com/en/topics/devops/what-is-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Red Hat's foundational explanation of GitOps. Highlights the fusion
    of infrastructure-as-code (IaC) with DevOps practices, detailing how Red Hat OpenShift
    incorporates GitOps for continuous, auditable application deployments.
  language: English
  resource_type: Topic Page
  complexity: Beginner
  hierarchy:
  - GitOps
  - Introduction
  - Overview
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "openshift.com: What is GitOps? \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.redhat.com/en/topics/edge-computing/approach:
  addition_method: manual
  content_hash: 53f66d482157d2f2ff6b305f7473cecc8c36601cfde71968daf3b2eaee2f2899
  description: ''
  health_score: 100.0
  last_checked: 1779031543.770408
  stars: 0
  status: online
  title: "Red Hat's approach to Edge Computing \U0001F31F"
  v1_locations:
  - docs/edge-computing.md
  year: N/A
https://www.redhat.com/en/topics/microservices/what-is-knative:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Red Hat's baseline structural review of Knative, mapping its internal
    serving controllers, ingress routes, and cluster event models for enterprise operators.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - Knative
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'redhat.com: What is knative?'
  addition_method: manual
  v2_locations:
  - ocp4.md
  - serverless.md
https://www.redhat.com/en/topics/microservices/why-choose-red-hat-microservices:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive evaluation of Red Hat OpenShift and its ecosystem for
    microservices. It highlights built-in support for service mesh, security boundaries,
    and hybrid cloud portability as essential elements for enterprise deployments.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Architecture
  - Microservices
  - Enterprise Solutions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'redhat.com: Why choose Red Hat for microservices?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.redhat.com/en/topics/security/devsecops/approach:
  addition_method: manual
  content_hash: d0e3129d940753fe5aae6e71bd1831a633f8776c304c3c0d7b598b40f247cd82
  description: ''
  health_score: 100.0
  last_checked: 1779033169.742469
  stars: 0
  status: online
  title: '==redhat.com: Red Hat''s approach to DevSecOps=='
  v1_locations:
  - docs/devsecops.md
  year: N/A
? https://www.redhat.com/es/about/press-releases/red-hat-openshift-container-platform-takes-digital-innovation-fast-lane-major-european-automaker
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight documents a major European automaker (BMW Group) adopting
    Red Hat OpenShift to streamline application delivery. Live Grounding confirms
    this as a milestone enterprise container deployment, using OpenShift to drive
    autonomous driving workloads and predictive maintenance across dynamic multi-cloud
    environments.
  language: Spanish
  resource_type: Press Release
  complexity: Intermediate
  hierarchy:
  - Organizational Culture
  - Migration Journeys
  - BMW Group
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Red Hat OpenShift Container Platform Takes Digital Innovation into the Fast
    Lane with Major European Automaker
  addition_method: manual
  v2_locations:
  - customer.md
https://www.redhat.com/es/about/videos/ansible-automate-microsoft-azure:
  addition_method: manual
  content_hash: 1ab0e57ca01079e61c222d07290959034b31a67691bf1fe6aa5119bb67a84b1c
  description: ''
  health_score: 100.0
  last_checked: 1779031422.512541
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: Ansible to automate Microsoft Azure
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Ansible
    to automate Microsoft Azure in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.redhat.com/es/about/videos/openshift-backup-and-cluster-failover-triliovault:
  addition_method: manual
  content_hash: 1ab0e57ca01079e61c222d07290959034b31a67691bf1fe6aa5119bb67a84b1c
  description: ''
  health_score: 100.0
  last_checked: 1779030348.06064
  review_metadata:
    original_url: https://www.redhat.com/es/about/videos/openshift-backup-and-cluster-failover-triliovault
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:55.004095'
  stars: 0
  status: online
  title: "redhat.com: OpenShift Backup and Cluster failover with Triliovault \U0001F31F"
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://www.redhat.com/es/about/videos/openshift-backup-and-recovery-kasten-k10:
  addition_method: manual
  content_hash: 1ab0e57ca01079e61c222d07290959034b31a67691bf1fe6aa5119bb67a84b1c
  description: ''
  health_score: 100.0
  last_checked: 1779034446.932534
  stars: 0
  status: online
  title: 'redhat.com: OpenShift Backup and Recovery with Kasten K10'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://www.redhat.com/es/topics/devops:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: 'Curator Insight: Core DevOps theory resource tailored specifically
    for Spanish-speaking IT markets. Live Grounding: Translates essential continuous
    integration, infrastructure as code, and site reliability paradigms for local
    development environments and multi-national technical teams.'
  language: es
  resource_type: Technical Resource
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Methodology
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'redhat.com: El concepto de DevOps'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.redhat.com/rhdc/managed-files/cl-state-kubernetes-security-report-ebook-f29117-202106-en.pdf:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive market study from Spring 2021 highlighting systemic
    security incidents and detailing key threat factors, infrastructure risks, and
    tooling choices among enterprise development teams.
  language: N/A
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Security
  - Industry Reports
  - Archived Market Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "redhat.com: State of Kubernetes Security Report - Spring 2021 (PDF) \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.redhat.com/sysadmin/11-manager-considerations:
  addition_method: manual
  content_hash: 2a152854454a186fcca9c85a5d6c8600aeb7c21d4de114f4beaa9acc5fe3510d
  description: ''
  health_score: 100.0
  last_checked: 1779032257.240135
  stars: 0
  status: online
  title: "redhat.com: 11 considerations for effectively managing a Linux sysadmin'
    team \U0001F31F"
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
https://www.redhat.com/sysadmin/5-linux-commands:
  addition_method: manual
  content_hash: 00f612f8d0780a3c7832229ecdc76a95b460afe325b6cdb5564ed33cebf41fc3
  description: ''
  health_score: 100.0
  last_checked: 1779031037.431458
  stars: 0
  status: online
  title: 'redhat.com: 5 Linux commands I''m going to start using'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/5-questions-interview:
  addition_method: manual
  content_hash: 836ec385d8ea021c4d908c06718db98efcd70fae69ea10d0bbcb99d674411d29
  description: ''
  health_score: 100.0
  last_checked: 1779031987.830051
  stars: 0
  status: online
  title: 'redhat.com: 5 questions to ask during your next sysadmin interview'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/5-rsync-tips:
  addition_method: manual
  content_hash: 5bac3f5291b0eb62f9b32f0713e7cefd9035a833d281810dbc2ca25c62354b40
  description: ''
  health_score: 100.0
  last_checked: 1779034262.813048
  stars: 0
  status: online
  title: 'redhat.com: 5 advanced rsync tips for Linux sysadmins'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/6-code-pushes-aap:
  addition_method: manual
  content_hash: e6a5a70d33f4b338823da8998a0964d0431fed2b43ff01b1f56f30abcee463f5
  description: ''
  health_score: 100.0
  last_checked: 1779030462.136175
  stars: 0
  status: online
  title: "redhat.com: 6 steps to automating code pushes with Ansible Automation Platform'
    \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/6-openssl-commands:
  addition_method: manual
  content_hash: 55d94c98b364cc882da497b923896096afd2d2b9064980f28b45a15f3a905ae0
  description: ''
  health_score: 100.0
  last_checked: 1779030991.152277
  stars: 0
  status: online
  title: 'redhat.com: 6 OpenSSL command options that every sysadmin should know'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/DNS-name-resolution-troubleshooting-tools:
  addition_method: manual
  content_hash: 84aa0e84a55d59977c360f2c717d889cba2b77f1d5760b6c18954217dd771019
  description: ''
  health_score: 100.0
  last_checked: 1779033050.797783
  stars: 0
  title: 'redhat.com: Linux troubleshooting commands: 4 tools for DNS name resolution''
    problems'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/ansible-ad-hoc-commands:
  addition_method: manual
  content_hash: a60ca89753abcfcfc5d12ea91024172a8b9c6c43660c136b5e9f1bcf6dcdbeea
  description: ''
  health_score: 100.0
  last_checked: 1779034309.125874
  stars: 0
  status: online
  title: 'redhat.com: Deep dive into Ansible ad hoc commands'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/ansible-create-users-csv:
  addition_method: manual
  content_hash: 185f78235b0fff305f637223ec9a0c76a4800e0b4b3616902ccb84d488b84226
  description: ''
  health_score: 100.0
  last_checked: 1779031541.590298
  stars: 0
  status: online
  title: 'redhat.com: 4 steps to create Linux users from a csv file with Ansible'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/ansible-dynamic-inventories:
  addition_method: manual
  content_hash: 56caa4b97f2c8dc2076a4532dfef9bd1fbefb207404839a176f30fa3de2c17c8
  description: ''
  health_score: 100.0
  last_checked: 1779030971.189054
  stars: 0
  status: online
  title: '==redhat.com: How to create dynamic inventory files in Ansible=='
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/ansible-dynamic-inventory-python:
  addition_method: manual
  content_hash: 344271044b2cfff21725230d7173d9f02dd24a212373378cb9066fe4586da0dd
  description: ''
  health_score: 100.0
  last_checked: 1779033773.033476
  stars: 0
  status: online
  title: '==redhat.com: How to write a Python script to create dynamic Ansible inventories=='
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/ansible-lists-dictionaries-yaml:
  addition_method: manual
  content_hash: 9969184fc8d5ca34caca8ece6a878ae8e1af72e88460b6394332afc4863fd22d
  description: ''
  health_score: 100.0
  last_checked: 1779033397.890939
  stars: 0
  status: online
  title: "redhat.com/sysadmin/ansible-lists-dictionaries-yaml: How to work with lists'
    and dictionaries in Ansible \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/ansible-plugin-inventory-files:
  addition_method: manual
  content_hash: 43b221872ff5339ecd8aa846d6a841b67b4fa2efa995ec16177c26a4e059c9ad
  description: ''
  health_score: 100.0
  last_checked: 1779031414.718422
  stars: 0
  status: online
  title: '==redhat.com: How to write an Ansible plugin to create inventory files=='
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/ansible-quick-start:
  addition_method: manual
  content_hash: 02d3b17b1229c726fe18fa45bab63025da3da12809072b02a8b3ef7eef391ec0
  description: ''
  health_score: 100.0
  last_checked: 1779031564.41748
  stars: 0
  status: online
  title: "redhat.com: Quick start guide to Ansible for Linux sysadmins \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/ansible-system-role:
  addition_method: manual
  content_hash: fbfab02664a3ecf2baa0cabadb91aaaf8b48da12913d26a7d746331d060bc37d
  description: ''
  health_score: 100.0
  last_checked: 1779030443.342716
  stars: 0
  status: online
  title: "redhat.com: A brief introduction to Ansible roles for Linux system administration'
    \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/ansible-templates-configuration:
  addition_method: manual
  content_hash: 68fac8489d87e6baf42cb8811336cc4a34f288d841defa02dd08dea9314ef156
  description: ''
  health_score: 100.0
  last_checked: 1779033296.028839
  stars: 0
  status: online
  title: 'redhat.com: How to create dynamic configuration files using Ansible templates'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/ansible-web-endpoints:
  addition_method: manual
  content_hash: 42a0b804103a5055fa59d2b1193ed2e80eeede158e3596389619c910844f979a
  description: ''
  health_score: 100.0
  last_checked: 1779030653.09012
  stars: 0
  status: online
  title: 'redhat.com: Using Ansible to interact with web endpoints'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/ansiblefest-sysadmins:
  addition_method: manual
  content_hash: 57507a4c073ed75bbe1d0e0eb12b220d96e2e7075d80548bc66c0046a546f39a
  description: ''
  health_score: 100.0
  last_checked: 1779029863.156319
  stars: 0
  status: online
  title: 'redhat.com: 16 AnsibleFest presentations for sysadmins'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/automate-podman-ansible:
  addition_method: manual
  content_hash: aa9f0e677f2c0393e0c2f2400f7bf8dc0162b4bd92670bdc7759b532a1c0c8ad
  description: ''
  health_score: 100.0
  last_checked: 1779032966.469671
  stars: 0
  status: online
  title: "redhat.com: How to automate Podman installation and deployment using Ansible'
    \U0001F31F"
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/automate-reboot-ansible:
  addition_method: manual
  content_hash: ec9984bd4b946d969b2c96ac64fe7beebb214ef52dbe93d5e98a356dca294eb7
  description: ''
  health_score: 100.0
  last_checked: 1779029569.951871
  stars: 0
  status: online
  title: 'redhat.com: How to automate system reboots using the Ansible reboot module'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/automation-architects:
  addition_method: manual
  content_hash: 9abdfe179a8061349db6dc969eccc8417e7e46e1432d21e2912f5fd903cd9459
  description: ''
  health_score: 100.0
  last_checked: 1779032457.468213
  stars: 0
  title: The rise of the automation architect
  v1_locations: []
  year: N/A
https://www.redhat.com/sysadmin/automation-combat-increased-workload:
  addition_method: manual
  content_hash: 87c37f173e142b2ba2c378e435a2ad06d7599103bd06e7c4255d65e18ba7be91
  description: ''
  health_score: 100.0
  last_checked: 1779034330.767224
  stars: 0
  status: online
  title: 'redhat.com: Use automation to combat your increased workload'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.redhat.com/sysadmin/automation-first-mentality:
  addition_method: manual
  content_hash: 7fc5e5e92aff1d4d706e588338111268bf72830a929b0c9615d0bd6abdd78d99
  description: ''
  health_score: 100.0
  last_checked: 1779032874.679961
  stars: 0
  status: online
  title: 'redhat.com: 5 ways for teams to create an automation-first mentality'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.redhat.com/sysadmin/build-VM-fast-ansible:
  addition_method: manual
  content_hash: 616970afad38fd4417eb741a6a30abcf5fbe2e5ead0b97d7b6f1a0621e20b7d8
  description: ''
  health_score: 100.0
  last_checked: 1779031117.376457
  stars: 0
  title: 'redhat.com: Build a lab in 36 seconds with Ansible'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.redhat.com/sysadmin/compose-kubernetes-podman:
  addition_method: manual
  content_hash: 8b1cc6cfd5c4f46890131a06cec4a48b545a475a3541fc5afa81907107d9af33
  description: ''
  health_score: 100.0
  last_checked: 1779032780.043741
  stars: 0
  status: online
  title: 'redhat.com: From Docker Compose to Kubernetes with Podman'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/configure-gmail-using-ansible:
  addition_method: manual
  content_hash: a64865602b5ff4f6665cbb60387e70c6518ec8f41e1784e2345934cd8c40c506
  description: ''
  health_score: 100.0
  last_checked: 1779030842.559019
  stars: 0
  status: online
  title: 'redhat.com: How to use Ansible to send an email using Gmail'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/configure-ssh-keygen:
  addition_method: manual
  content_hash: dce790a32dd26e9b8045c42d029b5ad301630e7ad45d9854ad76c04996f48c49
  description: ''
  health_score: 100.0
  last_checked: 1779029267.836102
  stars: 0
  status: online
  title: 'redhat.com: Using ssh-keygen and sharing for key-based authentication in''
    Linux'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/container-information-podman:
  addition_method: manual
  content_hash: cf856f2c1912d8d93972cb81edb49aabaa0ea83a852e4cc5173823dae9056469
  description: ''
  health_score: 100.0
  last_checked: 1779030981.204523
  stars: 0
  status: online
  title: 'redhat.com: How to use Podman to get information about your containers'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/container-security-seccomp:
  addition_method: manual
  content_hash: 01760ad2a21d18b7a3f3ecdc002b9485f29d35b8771bc194500a89246ecdc2bf
  description: ''
  health_score: 100.0
  last_checked: 1779029796.367285
  stars: 0
  status: online
  title: "redhat.com: Improving Linux container security with seccomp \U0001F31F"
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.redhat.com/sysadmin/containerizing-applications:
  addition_method: manual
  content_hash: 8cd759ad1004d4ff9e41817662134493e7b1c5c89abf8a8b60c6823a3d2f06e5
  description: ''
  health_score: 100.0
  last_checked: 1779030848.831425
  stars: 0
  status: online
  title: 'redhat.com: A sysadmin''s guide to containerizing applications'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.redhat.com/sysadmin/create-containers-podman-quickly:
  addition_method: manual
  content_hash: a13054424d21f7f15bf59258137c15f34a066f7de4aef01286cb6a2c34524d4c
  description: ''
  health_score: 100.0
  last_checked: 1779030991.131445
  stars: 0
  status: online
  title: 'redhat.com: Create fast, easy, and repeatable containers with Podman and''
    shell scripts'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/curl-hack-httpie:
  addition_method: manual
  content_hash: 2745fe537404f6f52984c859eef546b619f24ecf687211ad9069d8405ac00ebd
  description: ''
  health_score: 100.0
  last_checked: 1779034447.104112
  stars: 0
  status: online
  title: 'redhat.com: Save time at the command line with HTTPie instead of curl'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/customize-vm-cloud-images-guestfish:
  addition_method: manual
  content_hash: 94cb01c99305340d145f58155fe88813b16278a345fceacdd8aed3f569a811d0
  description: ''
  health_score: 100.0
  last_checked: 1779029826.306564
  stars: 0
  status: online
  title: 'redhat.com: How to customize VM and cloud images with guestfish'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/data-text-files:
  addition_method: manual
  content_hash: 99a74057c6842647ab1249c5015cc8017f517d45867408185b38f3ad813fae7d
  description: ''
  health_score: 100.0
  last_checked: 1779031788.161696
  stars: 0
  status: online
  title: 'redhat.com: Bash scripting: How to read data from text files'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/demystifying-ansible-sysadmins:
  addition_method: manual
  content_hash: 067fb4ff6049a53c41ed68d20020c9949bbfbd382479ed339226f334bd51a1fa
  description: ''
  health_score: 100.0
  last_checked: 1779032902.356825
  stars: 0
  status: online
  title: "redhat.com: Demystifying Ansible for Linux sysadmins \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/developing-ansible-role:
  addition_method: manual
  content_hash: d679847319ea911f7bee9a13f7e3560f70763af83f5348e606330cf9a05b7842
  description: ''
  health_score: 100.0
  last_checked: 1779030360.858411
  stars: 0
  status: online
  title: "redhat.com: 8 steps to developing an Ansible role in Linux \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/edit-text-bash-command:
  addition_method: manual
  content_hash: 359d57d640af45f8433862631e157799a952ce51b23b2c626de750ef22f54f4c
  description: ''
  health_score: 100.0
  last_checked: 1779031446.159532
  stars: 0
  status: online
  title: 'redhat.com: 2 Bash commands to change strings in multiple files at once'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/extra-variables-ansible-playbook:
  addition_method: manual
  content_hash: 1218d96e8baf1fedad6bfd7cead7828ead1c1a55938255b60736de73baedb07c
  description: ''
  health_score: 100.0
  last_checked: 1779031591.922084
  stars: 0
  status: online
  title: 'redhat.com: How to pass extra variables to an Ansible playbook'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/faster-ansible-playbook-execution:
  addition_method: manual
  content_hash: b6fc726443df6c3ceb787f2e1337b41fcd3e98bccc61adc6527e8041299a0635
  description: ''
  health_score: 100.0
  last_checked: 1779033808.262473
  stars: 0
  status: online
  title: 'redhat.com: 8 ways to speed up your Ansible playbooks'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/find-non-expiring-passwords:
  addition_method: manual
  content_hash: f4f7b7e4d1b0d035b96374eb5fb5a1465134ff8c9c1530c9f3bcf0e9a5dafccf
  description: ''
  health_score: 100.0
  last_checked: 1779034392.184081
  stars: 0
  status: online
  title: 'redhat.com: Audit user accounts for never-expiring passwords with a Bash''
    script'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/five-network-commands:
  addition_method: manual
  content_hash: 8b3847b4eb8246ad7d55278ccc0a93895e5de32bb91bc0183ff1542c78407d2a
  description: ''
  health_score: 100.0
  last_checked: 1779032333.531207
  stars: 0
  status: online
  title: "redhat.com: 5 Linux network troubleshooting commands \U0001F31F"
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/getting-started-jboss:
  addition_method: manual
  content_hash: e0172cfdffd481e02dc6757a0de24b4325e54038418e6c7a2955ef20247eb493
  description: ''
  health_score: 100.0
  last_checked: 1779031455.524517
  stars: 0
  status: online
  title: 'redhat.com: Getting started with JBoss'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.redhat.com/sysadmin/how-start-ansible:
  addition_method: manual
  content_hash: d9a198e34137a5c3642c6e7c77e3c43cd7f7654af2becbd53ad108c83e6674e6
  description: ''
  health_score: 100.0
  last_checked: 1779032293.323619
  stars: 0
  status: online
  title: "redhat.com: Got automation? Here's a quick guide to get you up to speed'
    on Ansible \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/install-ansible-way:
  addition_method: manual
  content_hash: c43499aff7767364147fa4d27c54a9a4d67078367282f49825ef0df1be92c63c
  description: ''
  health_score: 100.0
  last_checked: 1779029459.370413
  stars: 0
  status: online
  title: 'redhat.com: Add a repo and install a package the Ansible way'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/it-automation-book:
  addition_method: manual
  content_hash: 765b5c4b703c1fdda44ef75c559a9e076d61e45e4c593731b2ea447530254837
  description: ''
  health_score: 100.0
  last_checked: 1779031981.530552
  stars: 0
  status: online
  title: 'redhat.com: Tales from the field: A system administrator''s guide to IT''
    automation'
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.redhat.com/sysadmin/it-automation-training:
  addition_method: manual
  content_hash: 57208bc6a0aa397671f1b050f47b5c2e6d27dd38d1e5b2013205f4197f6f7a53
  description: ''
  health_score: 100.0
  last_checked: 1779033761.656437
  stars: 0
  status: online
  title: 'redhat.com: Why IT automation training is a smart way to boost your career'
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.redhat.com/sysadmin/kubernetes-basics-sysadmins:
  addition_method: manual
  content_hash: 852d8899f27ca9c370fc8e134384d300bdbb6c1f39331ca74b11070bc370f31e
  description: ''
  health_score: 100.0
  last_checked: 1779031755.421442
  stars: 0
  status: online
  title: 'redhat.com: Kubernetes basics for sysadmins'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.redhat.com/sysadmin/kubernetes-cluster-laptop:
  addition_method: manual
  content_hash: 060383fa5520bae2ae8162886cb9fd1ced44983882501b47fabf16311e0405a8
  description: ''
  health_score: 100.0
  last_checked: 1779031031.895402
  stars: 0
  status: online
  title: "redhat.com: How to run a Kubernetes cluster on your laptop \U0001F31F"
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.redhat.com/sysadmin/kubernetes-components:
  addition_method: manual
  content_hash: 489beeb1ea67bcb38b5bbe07c9b304e05b29c58f2d89e44487a3f06da9d5964e
  description: ''
  health_score: 100.0
  last_checked: 1779030583.464018
  stars: 0
  status: online
  title: "redhat.com: Kubernetes Components - A sysadmin's guide to basic Kubernetes'
    components \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.redhat.com/sysadmin/kubespray-deploy-kubernetes:
  addition_method: manual
  content_hash: 6060212a990ab5d1b5beb51a1ef8d7566a338e2cec265c0a93391dad20fb0fa0
  description: ''
  health_score: 100.0
  last_checked: 1779031642.772258
  stars: 0
  status: online
  title: 'redhat.com: An introduction to Kubespray'
  v1_locations:
  - docs/kubernetes-on-premise.md
  year: N/A
https://www.redhat.com/sysadmin/linux-commands-manage-groups:
  addition_method: manual
  content_hash: 5edef78e0f2199b9518bf7a9247d9c66226c2e4c3d92081921c3651a1fbf1ad1
  description: ''
  health_score: 100.0
  last_checked: 1779030305.654847
  stars: 0
  status: online
  title: 'redhat.com: 3 basic Linux group management commands every sysadmin should''
    know'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/linux-pid-namespaces:
  addition_method: manual
  content_hash: 5e45726bdf388336748df40e1b38cc921dc5445fa30985d9521e3907a7a42b01
  description: ''
  health_score: 100.0
  last_checked: 1779032751.515172
  stars: 0
  status: online
  title: "How Linux PID namespaces work with containers \U0001F31F"
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/linux-security-usability:
  addition_method: manual
  content_hash: 9dc1b9f76b974783e02277b4dbe88dbda22b5b1cc66adf609790395fad318892
  description: ''
  health_score: 100.0
  last_checked: 1779034262.72252
  stars: 0
  status: online
  title: 'redhat.com: Balancing Linux security with usability'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.redhat.com/sysadmin/mssql-linux-easy:
  addition_method: manual
  content_hash: 1641fc4355da9f9d85b15efce5e63cdfae703430217b177323a9ca37b37c1dbb
  description: ''
  health_score: 100.0
  last_checked: 1779032961.34071
  stars: 0
  status: online
  title: 'redhat.com: Using Ansible to deploy Microsoft SQL Server 2019 on Red Hat''
    Enterprise Linux 8'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/new-podman-secrets-command:
  addition_method: manual
  content_hash: 2177a62e970fd969fd09ea487a5877ebb881a465b043c5051801db7e796ed4dd
  description: ''
  health_score: 100.0
  last_checked: 1779029120.799992
  stars: 0
  status: online
  title: "redhat.com: Exploring the new Podman secret command \U0001F31F"
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/nmap-scripting-engine:
  addition_method: manual
  content_hash: 407fea1e4979c689b6ec7886be3b085d9d0da51f4475ba0bb799ac1c6dbc5e02
  description: ''
  health_score: 100.0
  last_checked: 1779031566.907236
  stars: 0
  status: online
  title: 'redhat.com: 5 scripts for getting started with the Nmap Scripting Engine'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/one-line-linux-commands:
  addition_method: manual
  content_hash: dd86350bc609178adc8f85899e4fb084865012d4265f6d3d25ede730a15c346c
  description: ''
  health_score: 100.0
  last_checked: 1779031337.515535
  stars: 0
  status: online
  title: '==redhat.com: 20 one-line Linux commands to add to your toolbox=='
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/packaging-applications-python:
  addition_method: manual
  content_hash: 266318a9943d67815c393284f8b1307cf0d803c86f09798b26d9fee86cad603b
  description: ''
  health_score: 100.0
  last_checked: 1779031825.559149
  stars: 0
  status: online
  title: 'redhat.com: Packaging applications to install on other machines with Python'
  v1_locations:
  - docs/python.md
  year: N/A
https://www.redhat.com/sysadmin/pid-namespace:
  addition_method: manual
  content_hash: f1418e109d49ff509836d83a1889d52f38f1dfe681294896013f77ea3f2fafc6
  description: ''
  health_score: 100.0
  last_checked: 1779029609.387717
  stars: 0
  status: online
  title: 'redhat.com: Building containers by hand: The PID namespace'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.redhat.com/sysadmin/podman-auto-updates-rollbacks:
  addition_method: manual
  content_hash: 83efc443ea02c290d5e5fcd2e9a0d0388148309def9516d185e6372638ea6a0c
  description: ''
  health_score: 100.0
  last_checked: 1779032195.571643
  stars: 0
  status: online
  title: 'redhat.com: How to use auto-updates and rollbacks in Podman'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/podman-clients-macos-windows:
  addition_method: manual
  content_hash: 3d3a4c1a9531ef680f64561e0d83440a8b026745e226ff79f7ff6c2efe760bea
  description: ''
  health_score: 100.0
  last_checked: 1779030479.054456
  stars: 0
  status: online
  title: Podman remote clients for macOS and Windows
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/podman-docker-compose:
  addition_method: manual
  content_hash: 7400d9d68b90b8e44501587b2d0ced6fafb842bb4e6982922c64e8221b79ff05
  description: ''
  health_score: 100.0
  last_checked: 1779033704.64433
  stars: 0
  status: online
  title: 'redhat.com: Using Podman and Docker Compose'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/podman-features-1:
  addition_method: manual
  content_hash: 42f9e161a7704c0174c3e23c4b6bd91de7643eae9cf8c86c667dfdf83db02982
  description: ''
  health_score: 100.0
  last_checked: 1779033619.591428
  stars: 0
  status: online
  title: 'redhat.com: 5 Podman features to try now'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/podman-play-kube-updates:
  addition_method: manual
  content_hash: 13e0d4a4eff4a1e60f4d22cfa12fe1ae6fdbc9c424dd6617ff15cda64418fb11
  description: ''
  health_score: 100.0
  last_checked: 1779029988.896042
  stars: 0
  status: online
  title: 'redhat.com: Build Kubernetes pods with Podman play kube'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/privileged-flag-container-engines:
  addition_method: manual
  content_hash: 02a031619035586986c71cffe10ce8194579d19ffc4e1aef7fedf35a2d1133d5
  description: ''
  health_score: 100.0
  last_checked: 1779030430.213549
  stars: 0
  status: online
  title: How to use the --privileged flag with container engines
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/python-venv-ansible:
  addition_method: manual
  content_hash: d08532119e41de98ce988ce62674650b4b101188030eddf16887eb75946b5111
  description: ''
  health_score: 100.0
  last_checked: 1779033663.287305
  stars: 0
  status: online
  title: 'redhat.com: How to set up and use Python virtual environments for Ansible'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/quadlet-podman:
  addition_method: manual
  content_hash: aff12bb1ef15b81d1d6dfc788dd5e0721051ee95a9905437de0f9de9a244c7e2
  description: ''
  health_score: 100.0
  last_checked: 1779030329.9618
  stars: 0
  status: online
  title: redhat.com/sysadmin/quadlet-podman
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/query-rpm-database-python:
  addition_method: manual
  content_hash: 97599d1bc908fad681b3534e8a58a7aae4434911774c5e1bc8fce29130937c9d
  description: ''
  health_score: 100.0
  last_checked: 1779031805.181048
  stars: 0
  status: online
  title: 'redhat.com: Writing and unit testing a Python application to query the RPM''
    database'
  v1_locations:
  - docs/python.md
  year: N/A
https://www.redhat.com/sysadmin/recursive-vim-macros:
  addition_method: manual
  content_hash: cf37f5013c9e7948948e30e4dc4bca2a0f2fb0b839a5d2449b8643a08a4ca933
  description: ''
  health_score: 100.0
  last_checked: 1779034507.205027
  stars: 0
  status: online
  title: 'redhat.com: Recursive Vim macros: One step further into automating repetitive''
    tasks'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/renewed-thrill-ansible:
  addition_method: manual
  content_hash: 406c45dcf015818013503d9b20d12242c1f766f8c6adddf086f88e6fe65b8c3d
  description: ''
  health_score: 100.0
  last_checked: 1779029801.791239
  stars: 0
  status: online
  title: 'redhat.com: Renewing my thrill at work with Ansible'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/replace-docker-podman-mac-revisited:
  addition_method: manual
  content_hash: f27a606e3b4271bcb13c0fad610e4c683117a083996111f0f2ccc127eda623ef
  description: ''
  health_score: 100.0
  last_checked: 1779030846.992721
  stars: 0
  status: online
  title: 'redhat.com: How to replace Docker with Podman on a Mac, revisited'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/replace-docker-podman-macos:
  addition_method: manual
  content_hash: 4b6d56194a79ad290065212de75611b91d53074cd6bdf7bdbe246febf4af2225
  description: ''
  health_score: 100.0
  last_checked: 1779030350.053282
  stars: 0
  status: online
  title: 'redhat.com: How to replace Docker with Podman on a Mac'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.redhat.com/sysadmin/reverse-proxy-ansible:
  addition_method: manual
  content_hash: ba50e9593ce80f94429c1028507ef0af7fd34bf11df032213fcc83596016e2db
  description: ''
  health_score: 100.0
  last_checked: 1779030842.484814
  stars: 0
  status: online
  title: "redhat.com: How to use Ansible to configure a reverse proxy \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/rootless-podman-nfs:
  addition_method: manual
  content_hash: df4b714c1d903b4777c677a9ac307705389651e332d31e6dfd61235ab5b99fc6
  description: ''
  health_score: 100.0
  last_checked: 1779030267.722229
  stars: 0
  status: online
  title: Rootless podman and NFS
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.redhat.com/sysadmin/software-packages-ansible:
  addition_method: manual
  content_hash: 396fe4c3906ca93e27cfa617a8250b07243f8969308fb271fc267690712d9adb
  description: ''
  health_score: 100.0
  last_checked: 1779031516.361253
  stars: 0
  status: online
  title: 'redhat.com: How to install software packages with an Ansible playbook'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/start-learning-kubernetes:
  addition_method: manual
  content_hash: d7ffeea68bee28b2d45a620e9a6594199dc1d4ceaee08543f4ec1f28a6d77815
  description: ''
  health_score: 100.0
  last_checked: 1779031521.089293
  stars: 0
  status: online
  title: 'redhat.com: Start learning Kubernetes from your local machine'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.redhat.com/sysadmin/sysadmin-essentials-networking-basics:
  addition_method: manual
  content_hash: bc534ed771d377a4b72f12266778d5f46436049cfb4bbe563f69868405a12174
  description: ''
  health_score: 100.0
  last_checked: 1779034097.383369
  stars: 0
  status: online
  title: 'redhat.com: Learn the networking basics every sysadmin needs to know'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/tcpdump-part-one:
  addition_method: manual
  content_hash: c97dfc80951394aa890a3caf34a45b827abe4e93730f4d46c8884e4dda9f4cd5
  description: ''
  health_score: 100.0
  last_checked: 1779034531.068608
  stars: 0
  status: online
  title: 'redhat.com: 6 tcpdump network traffic filter options'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/troubleshoot-ansible-playbooks:
  addition_method: manual
  content_hash: 8955798a8637e4a3bf769e2e7389a394940a007ac4f127597e795b1267b0e193
  description: ''
  health_score: 100.0
  last_checked: 1779034450.267236
  stars: 0
  status: online
  title: "redhat.com: 6 troubleshooting skills for Ansible playbooks \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.redhat.com/sysadmin/understanding-yaml-ansible:
  addition_method: manual
  content_hash: 44533daac61abf96fd981215c52ceefe153dd1170361335e38845ec44fe951ec
  description: ''
  health_score: 100.0
  last_checked: 1779030522.464455
  stars: 0
  status: online
  title: "redhat.com: Understanding YAML for Ansible. Validating YAML files with YAMLlint'
    \U0001F31F"
  v1_locations:
  - docs/yaml.md
  year: N/A
https://www.redhat.com/sysadmin/using-asciinema:
  addition_method: manual
  content_hash: b3f21549e425cb4a23725c20f060eb34039d03b264d981229b39fb9bf446a484
  description: ''
  health_score: 100.0
  last_checked: 1779032159.371349
  stars: 0
  status: online
  title: 'redhat.com: How to record your Linux terminal using asciinema'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/vim-commands:
  addition_method: manual
  content_hash: 61a92fb234933a0ae224fe1b737d33faeec458e06109c5b3eb51934d9603a7dd
  description: ''
  health_score: 100.0
  last_checked: 1779034040.046351
  stars: 0
  status: online
  title: 'redhat.com: Vim: Basic and intermediate commands'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.redhat.com/sysadmin/yaml-beginners:
  addition_method: manual
  content_hash: 8fb8738158681442249e4af8a93f70a81a5056d5a13f86799d1ae91bc2874bf5
  description: ''
  health_score: 100.0
  last_checked: 1779034509.723589
  stars: 0
  status: online
  title: 'redhat.com: YAML for beginners'
  v1_locations:
  - docs/yaml.md
  year: N/A
https://www.redpanda.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: A modern, high-performance streaming platform compatible with the Kafka
    API but engineered in C++ on a thread-per-core model. By eliminating JVM garbage
    collection issues and discarding ZooKeeper dependencies in favor of internal Raft
    consensus, Redpanda dramatically lowers latency and operational overhead.
  language: C++
  resource_type: Event Broker
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Next-Gen Event Brokers
  - Redpanda
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "Redpanda \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.redpanda.com/blog/bsl-source-available-license:
  addition_method: manual
  ai_summary: The official blog post detailing Redpanda's pivot to the Business Source
    License (BSL). It provides a high-level corporate and architectural perspective
    regarding license changes and global open-source resource sustainability.
  complexity: Beginner
  description: ''
  hierarchy:
  - Data Infrastructure
  - Event Streaming
  - Modern Alternatives
  - Licensing
  is_microservice: false
  language: English
  resource_type: blog
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: Redpanda is now Free & Source Available
  v2_locations:
  - message-queue.md
  year: '2021'
  last_checked: 1781736090.783535
https://www.redpanda.com/blog/open-source:
  addition_method: manual
  content_hash: 846802d8e782e21c5769978c1de5ba77006e7830ed4d611782427d7ccdfd491a
  health_score: 84.0
  last_checked: 1779130494.9932
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.redpanda.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.reduxio.com:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Reduxio was an enterprise storage innovator that designed unified primary
    and secondary storage frameworks with granular, instantaneous recovery capabilities.
    Though the product has transitioned into a legacy technology, its foundational
    approaches to metadata-defined back-dating continue to influence cloud-native
    backup paradigms.
  language: N/A
  resource_type: Company
  complexity: High
  hierarchy:
  - Storage
  - Enterprise Storage
  - Legacy Platforms
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Reduxio
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.rejupillai.com/index.php/2021/03/06/configure-tls-on-gke-ingress-for-free-with-lets-encrypt:
  addition_method: manual
  content_hash: 750351750b8626ef302496ec087129654973ec922d93183a68f788489052659d
  description: ''
  health_score: 100.0
  last_checked: 1779032884.882318
  stars: 0
  status: online
  title: 'rejupillai.com: Let’s Encrypt the Web (for free)'
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://www.replex.io:
  addition_method: manual
  content_hash: 95f45d9574d10ed0de3cf783974c9cd1638a31a47c9b8bf1ffe6a83a336174e2
  description: ''
  health_score: 100.0
  last_checked: 1779033567.03077
  stars: 0
  status: online
  title: replex.io
  v1_locations:
  - docs/finops.md
  year: N/A
https://www.replex.io/blog/an-introduction-to-kubernetes-finops:
  addition_method: manual
  content_hash: 95f45d9574d10ed0de3cf783974c9cd1638a31a47c9b8bf1ffe6a83a336174e2
  description: ''
  health_score: 100.0
  last_checked: 1779033309.623031
  stars: 0
  status: online
  title: 'replex.io: An Introduction to Kubernetes FinOps'
  v1_locations:
  - docs/finops.md
  year: N/A
https://www.replex.io/blog/kubernetes-in-production-best-practices-for-cluster-autoscaler-hpa-and-vpa:
  addition_method: manual
  content_hash: 95f45d9574d10ed0de3cf783974c9cd1638a31a47c9b8bf1ffe6a83a336174e2
  description: ''
  health_score: 100.0
  last_checked: 1779029369.643016
  stars: 0
  status: online
  title: 'Kubernetes Autoscaling in Production: Best Practices for **Cluster Autoscaler,''
    HPA and VPA**'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://www.reply.com/solidsoft-reply/en/content/webservices-soap-and-rest-a-simple-introduction:
  addition_method: manual
  content_hash: b88f1a1c9b0ae18fe66738cb90fdb3b529c036cbee8a4f4d57f5a3853971eec4
  description: ''
  health_score: 100.0
  last_checked: 1779031980.483792
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'reply.com: Web Services: SOAP and REST - A Simple Introduction'
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering reply.com:
    Web Services: SOAP and REST - A Simple Introduction in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.rethinkagile.org/post/5-reasons-why-agile-is-better-than-waterfall:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034431.593059
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'rethinkagile.org: 5 reasons why Agile is better than Waterfall'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering rethinkagile.org:
    5 reasons why Agile is better than Waterfall in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.returngis.net:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Gisela Torres' blog covers Microsoft Azure, AKS, container architectures,
    and developer pipelines. The content serves as a high-quality bridge for Spanish-speaking
    and global engineers optimizing their cloud deployments.
  language: Spanish
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Cloud Native
  - Azure Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: returngis.net
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.returngis.net/2020/02/pruebas-de-vida-de-nuestros-contenedores-en-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Spanish-language technical guide explaining container health and lifecycle
    management in Kubernetes.

    - Demonstrates practical configurations of HTTP, TCP, and command-based probes.

    - Outlines how these mechanisms improve self-healing and service reliability.'
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'returngis.net: Pruebas de vida de nuestros contenedores en Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.returngis.net/2020/06/organizar-los-pods-en-kubernetes-usando-taints-y-tolerations:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes scheduling isolation strategies using Node Taints and Pod Tolerations.
    Outlines patterns to dedicate specific hardware pools to isolated tenant classes
    or heavy ML workloads (written in Spanish).
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Scheduling
  - Taints and Tolerations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'returngis.net: Organizar los pods en Kubernetes usando taints y tolerations'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.returngis.net/2020/07/escalado-vertical-de-tus-pods-en-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A Spanish-language guide implementing the Vertical Pod Autoscaler. Clearly
    describes how VPA monitors real-world resource consumption and mutates deployment
    manifests to align requests with live execution metrics.
  language: Spanish
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Regional Language Resources
  - Vertical Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'returngis.net: Escalado vertical de tus pods en Kubernetes con VerticalPodAutoscaler'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://www.returngis.net/2021/06/replicacion-de-blobs-entre-dos-cuentas-de-azure-storage-en-dos-tenants-diferentes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Spanish-language technical walkthrough for configuring automated cross-tenant
    object replication within Azure Blob Storage. Evaluates authorization mechanisms
    using SAS tokens and system-assigned managed identities across disparate Microsoft
    Entra ID tenants. Critical for establishing secure data synchronization pipelines
    in joint ventures or multi-org environments.
  language: Spanish
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Data & Storage
  - Storage Accounts
  - Blob Storage
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'returngis.net: Replicación de blobs entre dos cuentas de Azure Storage en
    dos tenants diferentes'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.returngis.net/2021/08/acceder-a-un-app-service-con-private-endpoint-desde-otra-vnet:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An in-depth networking guide in Spanish detailing cross-VNet connectivity
    to an Azure App Service isolated behind a Private Endpoint. It explains how to
    configure Azure Private DNS zones, virtual network links, and routing rules to
    securely traverse VNet boundaries without public exposure. This pattern is fundamental
    for implementing zero-trust egress and ingress in enterprise cloud landing zones.
  language: Spanish
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking & Edge Routing
  - App Service Networking
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'returngis.net: Acceder a un App Service con Private Endpoint desde otra
    Vnet'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.returngis.net/2021/08/crea-hosts-de-docker-con-docker-machine-en-microsoft-azure:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Guide detailing remote host provisioning on Microsoft Azure using Docker
    Machine. Note: Docker Machine has been officially archived. Modern practitioners
    use declarative Terraform pipelines or Azure Container Instances (ACI) to coordinate
    remote hosts.'
  language: Spanish
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Azure
  - Virtual Machines
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'returngis.net: Crea hosts de Docker con Docker Machine en Microsoft Azure'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.returngis.net/2021/08/explorar-graficamente-el-contenido-de-un-volumen-de-docker:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates graphical volume exploration inside local developer environments.
    Explains how volumes map physically to host filesystems and examines storage visualization
    techniques.
  language: Spanish
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Local Development
  - Docker Desktop Extensions
  - Volumes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'returngis.net: Explorar gráficamente el contenido de un volumen de Docker'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.returngis.net/2021/08/gestionar-recursos-de-kubernetes-con-python:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical walkthrough in Spanish showing how to programmatically interact
    with Kubernetes API engines. Explores resource configuration deployments and namespace
    watching using the official python-kubernetes client SDK.
  language: Spanish
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - DevOps
  - Python Cloud
  - Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'returngis.net: Gestionar recursos de Kubernetes con Python'
  addition_method: manual
  v2_locations:
  - python.md
https://www.returngis.net/2021/08/reduce-el-tamano-de-tus-imagenes-con-dockerfiles-multi-stage:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides instruction on multi-stage Docker build models. Shows how to
    compile artifacts in helper stages and copy final binaries into lightweight, isolated
    production runtimes.
  language: Spanish
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Containers
  - Build Optimization
  - Multi-stage Build
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'returngis.net: Reduce el tamaño de tus imágenes con Dockerfiles multi-stage'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.returngis.net/2021/09/buscar-vulnerabilidades-en-imagenes-de-docker-con-snyk:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed Spanish language guide demonstrating the setup and operational
    execution of Snyk scanning against container images. Outlines local CLI setup,
    interpreting vulnerability remediation guidance, and upgrading base systems automatically
    to isolate and remove potential exploit paths prior to production.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Management
  - Container Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'returngis.net: Buscar vulnerabilidades en imágenes de Docker con Snyk'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.returngis.net/2021/11/azure-application-gateway-con-waf-y-wildcard-nginx-controller-para-aks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A Spanish-language architecture guide demonstrating a hybrid ingress
    design: placing an Azure Application Gateway (with WAF enabled) in front of an
    in-cluster NGINX ingress controller. Solves wildcard SSL setups and advanced ingress
    rules within AKS.'
  language: Spanish
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Ingress & Routing
  - Hybrid Ingress Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'returngis.net: Azure Application Gateway con WAF y wildcard + Nginx Controller
    para AKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.returngis.net/2021/11/migrar-un-repositorio-de-un-bitbucket-server-local-a-github:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step practical migration blueprint describing git clone command
    loops, mirroring repository history, and exporting branch policies from local
    BitBucket instances to GitHub Cloud.
  language: Shell
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Developer Platforms
  - Platform Migration
  - BitBucket to GitHub
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'returngis.net: Migrar un repositorio de un BitBucket Server local a GitHub'
  addition_method: manual
  v2_locations:
  - git.md
https://www.returngis.net/2022/04/desescalar-nodos-de-aks-apagando-las-maquinas-en-lugar-de-eliminarlas:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This technical Spanish article describes an alternate cost-savings scaling
    mechanism in AKS. Suggests stopping/deallocating underlying node virtual machines
    inside scale sets instead of deleting them. Grounding notes this retains local
    system disk caches for fast restart times.
  language: Spanish
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Operations & Troubleshooting
  - Resource Management
  - Node Deallocation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'returngis.net: Desescalar nodos de AKS apagando las máquinas en lugar de
    eliminarlas'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.returngis.net/2022/05/configurar-mas-de-un-application-gateway-con-agic-para-aks:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Written in Spanish, this technical guide explains how to control multiple
    Azure Application Gateways through a single AGIC controller inside AKS. Explains
    resource routing partitions between internal microservices and public endpoints.
  language: Spanish
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Ingress & Routing
  - Application Gateway (AGIC)
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'returngis.net: Configurar más de un Application Gateway con AGIC para AKS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.returngis.net/2023/04/invitar-a-usuarios-externos-a-un-tenant-de-azure-ad-a-traves-de-microsoft-graph-y-azure-cli:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Spanish-language implementation guide outlining guest onboarding using
    Microsoft Graph and Azure CLI. Provides programmatic patterns to invite external
    collaborators to Microsoft Entra ID tenants. Outlines user profile creation, customized
    invitation redirection, and target enterprise group assignments.
  language: Spanish
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Security & Identity
  - Identity Governance
  - Entra ID B2B
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'returngis.net: Invitar a usuarios externos a un tenant de Azure AD a través
    de Microsoft Graph y Azure CLI'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.returngis.net/2023/04/monitorizar-aplicacion-java-con-spring-boot-con-azure-application-insights:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Spanish-language technical implementation guide for monitoring Java
    Spring Boot applications using the Azure Application Insights auto-instrumentation
    JVM agent. Details trace correlation, distributed tracing patterns, resource metrics
    capture, and structured log ingestion with zero code modifications.
  language: Spanish
  resource_type: Technical Guide
  complexity: Intermediate
  hierarchy:
  - Architecture & Microservices
  - Observability
  - Application Insights
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'returngis.net: Monitorizar aplicación Java con Spring Boot con Azure Application
    Insights'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.returngis.net/2023/05/desplegar-agic-en-aks-utilizando-workload-identity:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep dive into deploying the Azure Application Gateway Ingress Controller
    (AGIC) utilizing passwordless Azure AD Workload Identity instead of legacy pod-managed
    identity options. By using OpenID Connect (OIDC) federation, this design model
    mitigates key-rotation liabilities and secures the control plane path to application
    gateways. This configuration represents the de facto standard for zero-trust ingress
    security on Azure.
  language: Bash
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - Ingress & Routing
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'returngis.net: Desplegar AGIC en AKS utilizando workload identity'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.returngis.net/2023/05/exponer-apis-en-aks-a-traves-de-azure-api-management:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides a hands-on architectural walkthrough for exposing microservices
    deployed on AKS through Azure API Management (APIM). Focuses on securing internal
    endpoints via private virtual network injection, setting up private DNS zones,
    and orchestrating ingress paths with NGINX or AGIC. Essential reading for configuring
    robust API monetization and rate-limiting behaviors.
  language: Bash
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Azure Kubernetes Service (AKS)
  - API Gateway
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'returngis.net: Exponer APIs en AKS a través de Azure API Management'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.returngis.net/2025/02/como-instalar-java-23-en-una-pipeline-de-azure-devops:
  description: ''
  year: '2025'
  stars: 3
  ai_summary: Demonstrates how to dynamically install Java 23 onto Azure DevOps pipeline
    agents using automated setup tasks. In 2026, using localized runtime installation
    tasks is preferred over relying on pre-baked VM images, allowing pipelines to
    remain flexible and easily adapt to new framework versions.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - CI-CD Pipelines
  - Build Environments
  - Runtime Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Install Java 23 in an Azure DevOps Pipeline
  addition_method: manual
  v2_locations:
  - java_app_servers.md
  - azure.md
https://www.returngis.net/2025/02/dependabot-updates-en-azure-devops:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A configuration guide describing the implementation of automated Dependabot
    scanning mechanisms inside Azure DevOps repositories to detect and secure third-party
    dependencies.
  language: YAML
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Security & Supply Chain
  - Dependabot
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Dependabot Version Updates in Azure DevOps
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - azure.md
https://www.reuters.com/article/us-ibm-divestiture/ibm-to-break-up-109-year-old-company-to-focus-on-cloud-growth-idUSKBN26T1TZ:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032734.148052
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "reuters.com: IBM to break up 109-year old company to focus on cloud growth'
    \U0001F31F"
  v1_locations:
  - docs/ibm_cloud.md
  v2_locations:
  - ibm_cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering reuters.com:
    IBM to break up 109-year old company to focus on cloud growth' \U0001F31F in the
    Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.revenuecat.com/blog/engineering/replicating-a-postgresql-cluster-to-redshift:
  addition_method: manual
  ai_summary: Curator Insight presents RevenueCat's engineering experience replicating
    high-throughput transactional Postgres databases into AWS Redshift. Live Grounding
    evaluates the trade-offs of AWS DMS, custom streaming code, and data synchronization
    patterns. Offers real-world insights on scale, column-mapping issues, and operational
    bottlenecks.
  complexity: Advanced
  description: ''
  hierarchy:
  - Data Engineering
  - Data Warehousing
  - ELT Pipeline
  is_microservice: false
  language: English
  resource_type: Blog Post
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  title: 'revenuecat.com: Replicating a postgresql cluster to redshift'
  v2_locations:
  - aws-databases.md
  year: '2020'
https://www.revenuecat.com/blog/replicating-a-postgresql-cluster-to-redshift:
  addition_method: manual
  content_hash: 07e47084b744cd02817de2f7a666ae03ebff46db63a3d32911f22f154cf41f94
  description: ''
  health_score: 100.0
  last_checked: 1779030719.1654
  stars: 0
  status: online
  title: 'revenuecat.com: Replicating a postgresql cluster to redshift'
  v1_locations:
  - docs/aws-databases.md
  year: N/A
https://www.revistacloudcomputing.com/2020/09/los-mejores-proveedores-de-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comparison of leading managed Kubernetes providers (EKS, GKE, AKS)
    assessing features such as control plane pricing, scaling responsiveness, and
    upgrade paths. Extremely useful for infrastructure strategists.
  language: Spanish
  resource_type: Review
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Managed Offerings
  - Provider Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'revistacloudcomputing.com: Los mejores proveedores de Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.rexegg.com/regex-tricks.php:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive deep dive into advanced regular expression mechanics,
    detailing lookarounds, capture groups, and backreferences. Indispensable for creating
    fine-tuned, complex parsing expressions for server logs, configurations, and raw
    telemetry data.
  language: Regex
  resource_type: Reference Guide
  complexity: Advanced
  hierarchy:
  - Linux
  - Text Processing
  - Regex
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'rexegg.com: Regex Syntax Tricks'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.ringcentral.co.uk/gb/en/blog/definitions/cloud-management:
  addition_method: manual
  content_hash: 6f8c1c1ec790849b4aeb943a2d7ca47319c5b5a3485e8bd8f2c84012fdc78032
  description: ''
  health_score: 100.0
  last_checked: 1779031391.055078
  stars: 0
  status: online
  title: "ringcentral.co.uk: Cloud Management \U0001F31F"
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.ringcentral.co.uk/gb/en/blog/definitions/software-as-a-service-saas:
  addition_method: manual
  content_hash: c6d6ce7d02faf9de5870a656377aa71947e9aa33b4d8876658d5c7b604f7342f
  description: ''
  health_score: 100.0
  last_checked: 1779032117.650357
  stars: 0
  status: online
  title: 'ringcentral.co.uk: Software as a Service (SaaS)'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.ringcentral.com/gb/en/blog/definitions/cloud-management:
  addition_method: manual
  content_hash: 262c16456409a51330255580987c97630110aa25711bbd5cc59d88beb5fc0f79
  health_score: 100.0
  last_checked: 1779130495.019052
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.ringcentral.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.ringcentral.com/gb/en/blog/definitions/software-as-a-service-saas:
  addition_method: manual
  content_hash: 59b1c1535903a930c34671970963d62dcc022211693de0414fd9822fd9d4bbc1
  health_score: 100.0
  last_checked: 1779130494.930987
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.ringcentral.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.rocket.chat:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An open-source, highly customizable collaboration engine designed for
    organizations requiring strict self-hosted data residency and compliance rules.
    Features end-to-end encryption, extensive API endpoints, omnichannel support,
    and seamless integration with container runtimes.
  language: JavaScript
  resource_type: Open Source Tool
  complexity: Intermediate
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Productivity Tools
  - Open Source
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Rocket Chat
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://www.rogerperkin.co.uk/network-automation/pyats/pyats-genie-tutorial:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Comprehensive architectural introduction to Cisco's Python Automated
    Test System (pyATS) and Genie. Explains validation of multi-vendor network operations,
    automated schema-based log parsing, and state validation scripts. Standard reference
    for network testing.
  language: Python
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - Network Automation
  - Testing Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'rogerperkin.co.uk: pyATS Tutorial for Beginners'
  addition_method: manual
  v2_locations:
  - python.md
https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021:
  addition_method: manual
  content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3
  description: ''
  health_score: 100.0
  last_checked: 1779029482.690858
  stars: 0
  status: online
  title: 'rookout.com: Developer Tools for Kubernetes in 2021: Helm, Kustomize, and''
    Skaffold (Part 1)'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021-development-machines-part-5:
  addition_method: manual
  content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3
  description: ''
  health_score: 100.0
  last_checked: 1779029225.864696
  stars: 0
  title: 'rookout.com: Developer Tools for Kubernetes in 2021: Development Machines''
    (Part 5)'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021-part-2:
  addition_method: manual
  content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3
  description: ''
  health_score: 100.0
  last_checked: 1779032152.78421
  stars: 0
  title: 'rookout.com: Developer Tools for Kubernetes in 2021 – Skaffold, Tilt, and''
    Garden (Part 2)'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021-part-3:
  addition_method: manual
  content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3
  description: ''
  health_score: 100.0
  last_checked: 1779030572.529449
  stars: 0
  title: 'rookout.com: Developer Tools for Kubernetes in 2021: Lens, VSCode, IntelliJ,''
    & Gitpod (Part 3)'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://www.rookout.com/blog/developer-tooling-for-kubernetes-in-2021-part-4:
  addition_method: manual
  content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3
  description: ''
  health_score: 100.0
  last_checked: 1779030350.168754
  stars: 0
  title: 'rookout.com: Developer Tools for Kubernetes in 2021: Docker, Kaniko, Buildpack''
    & Jib (Part 4)'
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://www.rookout.com/blog/how-real-time-debugging-improves-reliability:
  addition_method: manual
  content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3
  description: ''
  health_score: 100.0
  last_checked: 1779031528.253589
  stars: 0
  status: online
  title: 'rookout.com: How Real-Time Debugging Improves Reliability'
  v1_locations:
  - docs/qa.md
  year: N/A
https://www.rookout.com/blog/kubernetes-application-debugging:
  addition_method: manual
  content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3
  description: ''
  health_score: 100.0
  last_checked: 1779030440.314966
  stars: 0
  status: online
  title: 'rookout.com: The Definitive Guide To Kubernetes Application Debugging'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  year: N/A
https://www.rookout.com/blog/lessons-learned-when-building-a-kubernetes-operator:
  addition_method: manual
  content_hash: 42598778be454cc3bb225cb84cc5dc44af3399365fa69b86b873bb8cc6944fb3
  description: ''
  health_score: 100.0
  last_checked: 1779032642.646874
  stars: 0
  status: online
  title: 'rookout.com: Lessons Learned When Building A Kubernetes Operator'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://www.root.io:
  description: "- [youtube: The need for Slim Docker Container Images with @DockerSlim
    & Slim.AI](https://www.youtube.com/watch?v=1o14tIEhZL0)\n    - [==slim.ai: Slim
    Docker Extension== \U0001F31F](https://www.root.io)"
  year: '2025'
  stars: 0
  ai_summary: A guide showcasing automated image squeezing tools. Examines dynamic
    process tracking to strip out unused OS libraries and reduce security vulnerabilities.
  language: Go
  resource_type: documentation
  complexity: Advanced
  hierarchy:
  - Containers
  - Developer Tooling
  - Optimization Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'slim.ai: Automatically reduce Docker container size using DockerSlim'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.root.io/blog/automatically-reduce-docker-container-size-using-dockerslim.html:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.987971
  v1_locations:
  - docs/docker.md
https://www.root.io/docs/docker-desktop-extension.html:
  addition_method: manual
  health_score: 64.0
  last_checked: 1779130495.031764
  review_metadata:
    original_url: https://www.root.io/docs/docker-desktop-extension.html
    proposed_url: NONE
    reason: 'High-Value Protection: 404'
    timestamp: '2026-05-18T18:54:55.031766'
  status: review_required
  v1_locations:
  - docs/docker.md
https://www.rratliff.com/gradle-cheat-sheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A clean, targeted desktop reference sheet for basic Gradle commands
    and task parameters. Curator Insight praises its simplicity. Live Grounding confirms
    it serves as a highly functional offline bookmark for mobile and JVM engineers.
  language: Groovy
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Development
  - Build Automation
  - Gradle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rratliff.com: Gradle Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.rtinsights.com/implementing-zero-trust-for-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive analysis of deploying a holistic Zero Trust model across
    Kubernetes clusters. Emphasizes micro-segmentation at the pod networking tier,
    mutual TLS (mTLS) for workload identities, and rigorous continuous validation
    protocols. Offers infrastructure architects clear implementation patterns utilizing
    Service Meshes and native network policies.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Access Control
  - Zero Trust Network Access
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'rtinsights.com: Implementing Zero Trust for Kubernetes'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.rtve.es/play/videos/redes/redes-claves-para-enfrentarse-mundo-hoy-vo/1714674:
  addition_method: manual
  content_hash: 27b2b1cae59b6a7e5d7d08573796c41848bd3d1ba867df98592862ae6bca56a6
  health_score: 100.0
  last_checked: 1779033170.681282
  v1_locations:
  - docs/about.md
https://www.rtve.es/play/videos/redes/redes-claves-para-enfrentarse-mundo-hoy/1714673:
  addition_method: manual
  content_hash: c18bdd5ba7aee7cb6868ded2257d8381f496c70f7ec3b52c8cef0bd6d39f4f79
  health_score: 100.0
  last_checked: 1779029166.056368
  v1_locations:
  - docs/about.md
https://www.rudderstack.com:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: RudderStack is a warehouse-first, developer-focused Customer Data Platform
    (CDP) and event-streaming pipeline engine. Architected as a secure, open-source
    alternative to Segment, it allows enterprises to route customer telemetry directly
    to cloud data warehouses without compromising privacy or incurring high third-party
    SaaS fees.
  language: Go
  resource_type: Official Project
  complexity: Intermediate
  hierarchy:
  - Enterprise Integration
  - Data Pipelines
  - RudderStack
  - Customer Data Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: rudderstack.com iPaaS
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.rultor.com:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A unique ChatOps merge agent that handles branch integration and deployments
    entirely via comments inside GitHub issue trackers. Employs isolated Docker containers
    to guarantee repeatable, hermetic build environments during continuous delivery.
  language: Java
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - DevOps
  - Continuous Delivery
  - ChatOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Rultor
  addition_method: manual
  v2_locations:
  - git.md
https://www.saaras.io/blog/leverage-open-source-oss-derive-insights-grafana-prometheus:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Traces the operational path of a telemetry data variable through a
    Kubernetes cluster, moving from raw exposure points, ingestion by Prometheus TSDB,
    to final dashboard rendering in Grafana. Curator Insight: Dynamic visualization
    of the telemetry life-cycle. Live Grounding: Highly effective for troubleshooting
    metric pipelines and understanding dashboard lag or query timeouts.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Prometheus
  - Grafana
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'getenroute.io: TSDB, Prometheus, Grafana In Kubernetes: Tracing A Variable
    Across The OSS Monitoring Stack'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.salaboy.com/2022/01/29/event-driven-applications-with-cloudevents-on-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This article explores deploying CloudEvents inside Kubernetes ecosystems
    to build standardized event schemas. It shows how the CloudEvents standard, combined
    with serverless tools like Knative, drives event-driven microservice integration.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Kubernetes
  - CloudEvents
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'salaboy.com: Event-Driven applications with CloudEvents on Kubernetes'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.salaboy.com/2022/08/03/building-platforms-on-top-of-kubernetes-vcluster-and-crossplane:
  description: ''
  addition_method: manual
  content_hash: a25b0d6dded62bd552d350776a6598c5c595c54936cd76fd6715189764c60ee2
  health_score: 100.0
  last_checked: 1779130495.019448
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 0
  ai_summary: An architectural analysis exploring how to assemble developer platforms
    using Crossplane for cloud resource provisioning and vcluster for lightweight,
    isolated virtual control planes. It underscores the modern paradigm of 'Kubernetes
    as a control plane' rather than just a container orchestrator.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Platform Engineering
  - Control Planes
  is_microservice: false
  title: 'salaboy.com: Building platforms on top of Kubernetes: VCluster and Crossplane'
https://www.salaboy.com/2022/11/28/the-challenges-of-platform-building-on-top-of-kubernetes-4-4:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the friction points and complex architectural trade-offs of
    building custom developer abstractions directly on top of Kubernetes APIs. Focuses
    on managing CRD lifecycle, controller overhead, and preventing multi-tenant isolation
    leaks when orchestrating platform components.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Platform Building Challenges
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'salaboy.com: The Challenges of Platform Building on Top of Kubernetes 4/4'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.salesforceben.com/5-devops-concepts-you-need-to-know:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Explores primary DevOps paradigms customized for enterprise-level
    SaaS environments. Live Grounding: Highlights specialized CI/CD patterns required
    for custom cloud SaaS platforms, bringing automated testing and sandbox versioning
    to enterprise systems.'
  language: en
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Methodology
  - SaaS DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'salesforceben.com: 5 DevOps Concepts You Need to Know'
  addition_method: manual
  v2_locations:
  - devops.md
? https://www.satishchandragupta.com/tech/scalable-efficient-big-data-analytics-machine-learning-pipeline-architecture-on-cloud.html
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781736080.702383
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'satishchandragupta.com: Scalable Efficient Big Data Pipeline Architecture'
  v1_locations:
  - docs/message-queue.md
  v2_locations:
  - message-queue.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering satishchandragupta.com:
    Scalable Efficient Big Data Pipeline Architecture in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.scalablepath.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A high-touch technical recruitment platform that matches vetted software
    developers with specialized enterprise projects. It provides comprehensive technical
    screening and onboarding workflows. Live grounding confirms its focus on building
    customized cross-functional remote engineering teams.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Talent Platforms
  - Staff Augmentation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: scalablepath
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.scaledagileframework.com/devops:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Examines the CALMR execution framework nested inside enterprise-scale
    agile models. Identifies methods to link strategic planning layers with automated
    continuous integration loops.
  language: N/A
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - DevOps
  - Enterprise Agile
  - SAFe Framework
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "scaledagileframework.com: DevOps \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.scaleway.com:
  addition_method: manual
  content_hash: 355fb606fbd96699748a8ba1591f42644757b43b100a451f9bc5df8798ce254d
  description: ''
  health_score: 100.0
  last_checked: 1779033419.573852
  stars: 0
  status: online
  title: scaleway.com
  v1_locations:
  - docs/scaleway.md
  year: N/A
https://www.scaleway.com/en/blog/how-to-deploy-and-distribute-the-workload-on-a-multi-cloud-kubernetes-environment:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Provides multi-cloud workload deployment patterns. Explores cluster
    federation, multi-cluster ingress routing, and disaster recovery profiles using
    standardized cloud-provider APIs.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Multi-Cloud
  - Federation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "blog.scaleway.com: How to deploy and distribute the workload on a multi-cloud
    Kubernetes environment \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.scaleway.com/en/blog/saas-multi-tenant-vs-multi-instance-architectures:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Compares multi-instance setups (dedicated systems per tenant) against
    multi-tenant models (shared compute/database with strict software isolation).
    Examines resource scaling, security boundaries, and noisy neighbor challenges.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - SaaS
  - Multi-Tenancy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'blog.scaleway.com: SaaS Solutions - What is the difference between a multi-instance
    and a multi-tenant architecture'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.scaleway.com/en/blog/understanding-kubernetes-autoscaling:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A foundational overview tracing the operational boundaries of Horizontal
    Pod Autoscaling (HPA), Vertical Pod Autoscaling (VPA), and Cluster Autoscaler.
    Maps how these different scaling axes interact to maintain high application performance
    while limiting resource overhead.
  language: N/A
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Kubernetes & Scaling
  - Core Concepts
  - Autoscaling Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.scaleway.com: Understanding Kubernetes Autoscaling'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://www.scaleway.com/en/en:
  addition_method: manual
  health_score: 100.0
  last_checked: 1781736154.287104
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/scaleway.md
  v2_locations:
  - scaleway.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.scaleway.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.scaleway.com/en/en/blog/saas-multi-tenant-vs-multi-instance-architectures:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architectural guide analyzing the trade-offs between multi-instance
    and multi-tenant architectures. It reviews namespace limits, network segmentation
    strategies, and storage separation models crucial for SaaS developers on Kubernetes.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Architecture
  - SaaS Architecture Patterns
  - Tenant Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: SaaS Solutions - What is the difference between a multi-instance and a multi-tenant
    architecture
  addition_method: manual
  v2_locations:
  - scaleway.md
https://www.scaleway.com/en/en/en/kubernetes-kapsule:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779130494.932796
  v1_locations:
  - docs/scaleway.md
https://www.scaleway.com/en/kubernetes-kapsule:
  addition_method: manual
  content_hash: 2c7cafa35229675fee5cfe0c8cc68d6d172642a3e04af84df97f06cd798b9e57
  description: ''
  health_score: 100.0
  last_checked: 1779029226.230096
  stars: 0
  status: online
  title: 'scaleway.com: Kubernetes Kapsule'
  v1_locations:
  - docs/scaleway.md
  year: N/A
https://www.schabell.org/2020/05/cloud-native-development-a-blueprint.html:
  description: "- [schabell.org: Cloud-native development - On local containers \U0001F31F](https://www.schabell.org/2020/06/cloud-native-development-on-local-containers.html)\n
    \   - etc"
  year: '2020'
  stars: 3
  ai_summary: Architectural blueprints and patterns focusing on constructing container-native
    applications using modern microservices and API gateways. Written by a Red Hat
    technology evangelist. Extremely useful for understanding how early microservices
    evolved to cloud-native setups in 2026.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Architectural Insights
  - Personal Blog
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "schabell.org: Cloud-native development - A blueprint \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.schabell.org/2020/06/cloud-native-development-on-local-containers.html:
  addition_method: manual
  content_hash: dd07e54c6d67f9828197be0de6407af57e81b3a964bdfaf28ca9506139d6c8fc
  description: ''
  health_score: 100.0
  last_checked: 1779033019.613776
  needs_ai_refresh: true
  stars: 0
  title: "schabell.org: Cloud-native development - On local containers \U0001F31F"
  v1_locations:
  - docs/openshift.md
  year: N/A
https://www.schabell.org/2020/09/how-to-setup-openshift-container-platform-45.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A developer-authored setup guide focusing on standing up an OpenShift
    Container Platform 4.5 environment locally in minutes. The post reviews resource
    constraints, command-line usage, automated virtual machine instantiation steps,
    and best practices for optimizing memory footpins to prevent developer system
    crashes.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platforms
  - Local Development
  - OpenShift Local
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'schabell.org: How to setup OpenShift Container Platform 4.5 on your local
    machine in minutes'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.schabell.org/2020/10/codeready-containers-building-cloud-native-hr-process.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Details local development of a cloud-native Human Resources workflow
    using CodeReady Containers. Explains process containerization concepts on single-node
    platforms, though modern flows favor OpenShift Local frameworks.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Local Development
  - Red Hat OpenShift Local
  - Process Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'schabell.org: CodeReady Containers - Building a Cloud-Native Human Resources
    Process'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.schabell.org/2021/03/codeready-containers-howto-setup-openshift-47-on-local-machine.html:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A step-by-step setup tutorial for executing OpenShift 4.7 locally on
    consumer-grade hardware using CodeReady Containers (CRC). Outlines storage limits,
    system requirements, and driver parameters needed to operate a localized core
    cluster.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Developer Experience
  - Local Prototyping
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'schabell.org: How to setup the OpenShift Container Platform 4.7 on your
    local machine'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.scholarhat.com/tutorial/docker/kubernetes-vs-docker-analyzing-the-differences:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Untangles the fundamental structural differences between containerization
    tooling (Docker Engine) and container clustering fabrics (Kubernetes). Ideal onboarding
    resource.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Containers
  - Docker vs Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'dotnettricks.com: Kubernetes vs Docker: Analyzing The Differences'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://www.scribd.com/document/207247675/PEP-8-Cheatsheet-2009:
  description: ''
  year: '2014'
  stars: 0
  ai_summary: Concise quick-reference guide summarizing Python style guidelines defined
    in PEP 8. It highlights styling rules for variable naming, indentation, imports,
    layout, and comment structures to maintain idiomatic, readable codebases across
    distributed engineering teams.
  language: English
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - Coding Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "PEP 8 Cheatsheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://www.scrivano.org/posts/2022-10-21-the-journey-to-speed-up-oci-containers:
  addition_method: manual
  content_hash: eee008342e2f1e639e9f7cf4db0ae616a7aa6f6bec8fdd128c26abbe73266dba
  description: ''
  health_score: 100.0
  last_checked: 1779032376.512498
  stars: 0
  status: online
  title: 'scrivano.org: the journey to speed up running OCI containers'
  v1_locations:
  - docs/container-managers.md
  year: N/A
https://www.scrum.org/resources/blog/make-sure-you-dont-build-high-performing-teams-just-deliver-wrong-things-faster:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Scrum.org editorial highlighting the architectural dangers of optimizing
    engineering velocity without validating product value. Emphasizes establishing
    early customer feedback loops to prevent shipping incorrect software configurations
    faster.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Project Management
  - Agile Methodologies
  - Product Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'scrum.org: Make Sure You Don’t Build High Performing Teams Just to Deliver
    Wrong Things Faster'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.scrum.org/resources/blog/minimum-viable-product-considered-harmful:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A critical assessment of the traditional Minimum Viable Product (MVP)
    approach. Suggests that releasing poor quality MVPs can damage brand reputation,
    advocating instead for the delivery of highly-polished Minimum Awesome Products.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Project Management
  - Agile Methodologies
  - Product Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "scrum.org: Minimum Viable Product Considered Harmful \U0001F31F"
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.scrum.org/resources/blog/posturas-del-product-owner:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Explores both constructive and destructive behaviors (or 'postures')
    of a Scrum Product Owner. Contrasts positive archetypes (collaborator, visionary,
    value maximizer) with negative ones (the scribe, the micro-manager, the bottleneck),
    explaining how the PO's operational style directly affects system requirements
    refinement and engineering team velocity.
  language: es
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Project Management
  - Agile Methodologies
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'scrum.org: Posturas del Product Owner'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.scrum.org/resources/blog/scrum-2021-getting-you-started-scrum-master-or-product-owner:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Official Scrum.org walkthrough outlining the changes and accountability
    updates introduced in the 2020-2021 Scrum Guide, including the addition of Product
    Goals and simplified commit models.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Project Management
  - Agile Methodologies
  - Scrum Framework
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'scrum.org: Scrum 2021: Getting You Started as Scrum Master or Product Owner'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.scrum.org/resources/blog/scrum-no-es-una-metodologia-es-un-marco-de-trabajo:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: Clarifies the fundamental nature of Scrum, arguing that it is not a
    rigid software development methodology but rather a lightweight empirical framework
    designed to manage complex product lifecycles. Discusses the core values of transparency,
    inspection, and adaptation to align cross-functional engineering processes and
    deliver software iteratively.
  language: es
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Agile Methodologies
  - Scrum Framework
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'scrum.org: Scrum no es una metodología, es un marco de trabajo'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.scrum.org/resources/blog/vlog-what-happens-sprint-backlog-items-are-not-done:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Official Scrum.org advisory detailing the correct lifecycle of uncompleted
    Sprint Backlog items. Establishes the architectural pattern of moving unfinished
    work back to the Product Backlog to preserve sprint scope integrity.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Project Management
  - Agile Methodologies
  - Scrum Framework
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'scrum.org: What Happens To The Sprint Backlog Items That Are Not Done?'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.scrum.org/resources/kanban-guide-scrum-teams:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: The official guide detailing the integration of Kanban practices within
    established Scrum teams. Explains how to leverage WIP limits, cycle-time tracking,
    and workflow visualization to optimize team performance without sacrificing Scrum
    principles.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Project Management
  - Agile Methodologies
  - Scrum with Kanban
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'scrum.org: Kanban Guide for Scrum Teams'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.scylladb.com/2020/10/01/building-a-grafana-backend-plugin:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A developer-oriented walkthrough showing how to construct custom backend
    data plugins for Grafana using Go. It focuses on implementing optimized query
    parsers, managing API secrets, and routing telemetry queries directly to non-native
    time-series databases.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Observability
  - Visualization
  - Grafana Extensibility
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'scylladb.com: Building a Grafana Backend Plugin'
  addition_method: manual
  v2_locations:
  - grafana.md
https://www.sdxcentral.com/articles/news/aws-outage-stresses-telco-cloud-challenges/2021/12:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030506.860468
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sdxcentral.com: AWS Outage Stresses Telco Cloud Challenges'
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sdxcentral.com:
    AWS Outage Stresses Telco Cloud Challenges in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.seal.io:
  addition_method: manual
  content_hash: ea390b46a3c23558e09663500f38c1c646634c5d0abed1a9c3eec2d78265e57a
  description: ''
  health_score: 100.0
  last_checked: 1779030222.203145
  stars: 0
  status: online
  title: '==seal.io: Open Source Platform Engineering for Dev & Ops=='
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.searchenginejournal.com/python-machine-learning-technical-seo:
  addition_method: manual
  content_hash: 594c5462ba877d86904f77385886b871fb8065385ff255f027e5a4757687b5c8
  description: ''
  health_score: 100.0
  last_checked: 1779031258.764309
  stars: 0
  status: online
  title: 'searchenginejournal.com: An Introduction To Python & Machine Learning For''
    Technical SEO'
  v1_locations:
  - docs/python.md
  year: N/A
https://www.searchenginejournal.com/python-machine-learning-technical-seo/430000:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Demonstrates applying automated scripts and statistical
    model workflows to organic search and site metrics.

    Live Grounding: Synthesizes programmatic data mining, parsing web crawler paths
    via Pandas, and deploying light ML models to perform semantic content categorization
    at scale.'
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Science
  - Machine Learning
  - SEO Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'searchenginejournal.com: An Introduction To Python & Machine Learning For
    Technical SEO'
  addition_method: manual
  v2_locations:
  - python.md
https://www.securecoding.com/blog/code-audit-how-to-ensure-compliance-for-an-application:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Focuses on designing structural code auditing protocols to assure continuous
    regulatory and technical compliance. Outlines SAST/DAST tooling patterns, automated
    linting integration, and structured reviewer workflows. Designed for engineering
    managers seeking to build high-maturity compliance loops into software delivery
    pipelines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Compliance
  - Static Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'securecoding.com: Code Audit: How to Ensure Compliance for an Application'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.seekwell.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: SeekWell is a data operations platform that bridges the gap between
    raw SQL databases and business applications (such as Google Sheets, Slack, and
    Salesforce) by automating continuous data synchronization. The curator highlights
    its simple query-to-push pipeline. Live data operations show that utilizing such
    tools accelerates data analytics feedback loops without requiring massive, complex
    ETL pipelines.
  language: N/A
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Data Engineering
  - Data Operations
  - Data Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: seekwell
  addition_method: manual
  v2_locations:
  - devops.md
https://www.seifbassem.com/blogs/posts/azure-arc-ssh:
  addition_method: manual
  content_hash: 84604b9108856d33ab246fcf4c2119c9da6e59c15bf898a3180f0553c059f442
  description: ''
  health_score: 100.0
  last_checked: 1779031533.918278
  stars: 0
  status: online
  title: 'seifbassem.com: SSH into your Azure Arc-enabled servers from anywhere'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.seifbassem.com/blogs/posts/azure-naming-tool:
  addition_method: manual
  content_hash: 5a5927ac823b4944515f7eb29b6820750c45b89c0bfdef44df6f297289ebdffd
  description: ''
  health_score: 100.0
  last_checked: 1779029594.643724
  stars: 0
  title: 'seifbassem.com: Azure Naming Tool'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.selenium.dev:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Official web portal for Selenium, the industry-standard cross-browser
    web testing suite. Outlines standard frameworks like Selenium WebDriver, Selenium
    Grid, and Selenium IDE.
  language: Java
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Quality Assurance & Testing
  - Test Automation
  - Web Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: selenium.dev
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.semui.co:
  addition_method: manual
  content_hash: c15c3335c33c6fb125fa17aa32e5558b268f2826160dc2a350135fa3fc367db0
  description: ''
  health_score: 100.0
  last_checked: 1779033477.813903
  stars: 0
  status: online
  title: "==Semaphore UI== \U0001F31F"
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.sentinelone.com/blog/reducing-human-effort-in-cybersecurity-why-we-are-investing-in-torqs-automation-platform:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architecture-focused case study evaluating the operational benefits
    of integrating Torq's no-code security automation platform. It demonstrates how
    automating standard incident responses reduces alert noise and decreases overall
    MTTR. This system allows operations teams to deploy rapid containment playbooks
    during dynamic security incidents.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Security Operations
  - SOAR Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sentinelone.com: Reducing Human Effort in Cybersecurity | Why We Are Investing
    in Torq’s Automation Platform'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.serverless.com:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: The premier multi-provider IaC wrapper for packaging and deploying serverless
    applications. Standardizes function definitions, network triggers, and permission
    models.
  language: JavaScript
  resource_type: Library / Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Serverless Platforms
  - Frameworks
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'serverless.com: Serverless Framework'
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.serverless.com/blog/why-we-switched-from-docker-to-serverless:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: An in-depth case study analyzing a migration journey from containerized
    environments on virtual hosts to a completely serverless FaaS architecture. Details
    lessons learned regarding dynamic scalability, deployment frequency, resource
    optimization, and cost savings.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Serverless
  - Migration Patterns
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'serverless.com: Why we switched from docker to serverless'
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.serverlessguru.com/blog/enterprise-serverless-adoption:
  addition_method: manual
  content_hash: 65051623250f7c807202b80d8d57baf9acc5838c28b879ee0f8a9c9efea9de54
  description: ''
  health_score: 100.0
  last_checked: 1779030932.086899
  stars: 0
  status: online
  title: "serverlessguru.com: Enterprise Serverless Adoption \U0001F31F"
  v1_locations:
  - docs/serverless.md
  year: N/A
https://www.servethehome.com/docker-abruptly-starts-charging-many-users-for-docker-desktop:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive into the financial and operational impact of Docker Desktop's
    enterprise licensing changes. Evaluates corporate strategies to handle these unexpected
    cost increases.
  language: English
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Licensing & Licensing Shift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'servethehome.com: Docker Abruptly Starts Charging Many Users for Docker
    Desktop'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.servicenow.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033372.03566
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Servicenow
  v1_locations:
  - docs/project-management-tools.md
  v2_locations:
  - project-management-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Servicenow
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.sesin.at/2021/08/28/securing-kubernetes-with-kyverno-how-to-protect-your-users-from-themselves-by-ritesh-patel:
  description: ''
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030119.503259
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: Explores security policy implementation using Kyverno to proactively
    safeguard users against unsafe configuration actions. Discusses deployment of
    best-practice guardrails, preventing privilege escalation, insecure mount paths,
    and other critical risks without impeding agile deployment workflows.
  language: YAML
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Policy-as-Code
  is_microservice: false
  title: 'sesin.at: Securing Kubernetes with Kyverno: How to Protect Your Users From''
    Themselves by Ritesh Patel'
https://www.shipa.io/development/a-real-world-application-deployment-on-kubernetes:
  addition_method: manual
  content_hash: 085658ad26bfcf2f9e7fa077c6560c7b03d7eb603d9555a692e2fef572948d45
  description: ''
  health_score: 100.0
  last_checked: 1779033159.961286
  stars: 0
  status: online
  title: 'shipa.io: Deploying a real-world application on Kubernetes'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.shipa.io/development/deploying-applications-on-kubernetes:
  addition_method: manual
  content_hash: cd619fa3d1ee94c1ac7ed7d4324162de1a7f4054dde249d703582cf393815c17
  description: ''
  health_score: 100.0
  last_checked: 1779033220.250205
  stars: 0
  status: online
  title: 'shipa.io: Developing and deploying applications to Kubernetes locally with''
    Shipa and Minikube'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.shipa.io/development/gitops:
  addition_method: manual
  content_hash: 3168adbb281d10adb56e57ea7524f533640cd075eb928bfd664f488503ade7df
  description: ''
  health_score: 100.0
  last_checked: 1779029615.359667
  stars: 0
  status: online
  title: 'shipa.io: GitOps in Kubernetes, the easy way–with GitHub Actions and Shipa'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.shipa.io/innovation/gitops-in-the-enterprise:
  addition_method: manual
  content_hash: c4dc03b16362975b4e849f7d3dccf1de7a43ea493d042460bfe7d55104bf9083
  description: ''
  health_score: 100.0
  last_checked: 1779034458.534854
  stars: 0
  status: online
  title: "shipa.io: GitOps in the enterprise \U0001F31F"
  v1_locations:
  - docs/gitops.md
  year: N/A
https://www.shipa.io/innovation/gitops-meets-appops:
  addition_method: manual
  content_hash: a4d340a67abb645003c145488327739ee3e77371715746cd9403a84ea2a55cd2
  description: ''
  health_score: 100.0
  last_checked: 1779034136.63749
  stars: 0
  status: online
  title: 'shipa.io: GitOps meets AppOps'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://www.shipa.io/ketch/devops-challenge-kubernetes-deployment-ketch-vs-yaml:
  addition_method: manual
  content_hash: 3a2fb22de51f892ba982e617909a259d7695b823017e40424b957ab96022fccf
  description: ''
  health_score: 100.0
  last_checked: 1779031192.084324
  stars: 0
  status: online
  title: 'shipa.io: DevOps Challenge – Kubernetes Deployment: Ketch vs YAML'
  v1_locations:
  - docs/yaml.md
  year: N/A
https://www.shippable.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030710.966061
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Shippable (now part of JFrog Pipelines)
  v1_locations:
  - docs/jenkins-alternatives.md
  v2_locations:
  - jenkins-alternatives.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Shippable
    (now part of JFrog Pipelines) in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.shudnow.io:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An enterprise operations blog providing guides on AD migrations, network
    routing structures, and automation architectures.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Platform Management
  - Microsoft Cloud
  - Corporate Blog
  - Architecture Resource
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: shudnow.io
  addition_method: manual
  v2_locations:
  - azure.md
https://www.shuttleops.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A no-code cloud delivery platform engineered to streamline application
    builds and deployments. It has largely exited the market or pivoted, leaving it
    as a legacy reference for visual-oriented deployment orchestrators.
  language: N/A
  resource_type: Platform
  complexity: Low
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - No-Code Delivery
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: shuttleOps
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.siderolabs.com/blog/is-vanilla-kubernetes-really-too-heavy-for-the-raspberry-pi:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed performance benchmark comparing Vanilla K8s on ARM platforms
    with lightweight distributions. Demonstrates how eliminating standard user-space
    environments in favor of minimal, API-driven operating systems like Talos OS reduces
    operational overhead and matches K3s resource usage.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Edge & IoT
  - Talos OS Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'talos-systems.com: Is Vanilla Kubernetes Really Too Heavy For The Raspberry
    Pi?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.signadot.com/blog/sandboxes-in-kubernetes-using-opentelemetry:
  description: "- [dynatrace.com: What is  OpenTelemetry? An open-source standard
    for logs, metrics, and traces](https://www.dynatrace.com/news/blog/what-is-opentelemetry)\n
    \   - [betterprogramming.pub: Distributed Tracing With OpenTelemetry, Spring Cloud
    Sleuth, Kafka, and Jaeger](https://betterprogramming.pub/distributed-tracing-with-opentelemetry-spring-cloud-sleuth-kafka-and-jaeger-939e35f45821)
    A step-by-step guide for Distributed Tracing Implementation in Microservices\n
    \   - [==logz.io: Beginner’s Guide to OpenTelemetry== \U0001F31F](https://logz.io/learn/opentelemetry-guide)\n
    \   - [timescale.com: Kubernetes Observability in One Command: How to Generate
    and Store OpenTelemetry Traces Automatically](https://www.tigerdata.com/cloud)
    If your microservices are written in languages currently supported by the OpenTelemetry
    Operator, you can start collecting and storing traces with minimal manual work.
    Learn how to do so with the tobs stack in Kubernetes.\n    - [trstringer.com:
    Observability with OpenTelemetry Part 1 - Introduction](https://trstringer.com/otel-part1-intro)\n
    \   - [medium.com/apache-apisix: End-to-end tracing with OpenTelemetry](https://medium.com/apache-apisix/end-to-end-tracing-opentelemetry-a50fceafed74)"
  year: '2023'
  stars: 0
  ai_summary: Explores using OpenTelemetry trace propagation context to run isolated,
    multi-tenant sandbox testing within shared Kubernetes clusters. Routes test traffic
    dynamically to microservice variants using trace metadata headers.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability
  - Distributed Tracing
  - Kubernetes Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'signadot.com: Sandboxes in Kubernetes using OpenTelemetry'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.sigstore.dev:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The main portal for the Sigstore project, supported by the Linux Foundation.
    Evaluates Cosign, Fulcio, and Rekor, outlining how the platform enables keyless
    image signing tied to OIDC identities to enforce secure software supply chains.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Supply Chain Security
  - Cryptographic Signatures
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: sigstore.dev
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.siliconrepublic.com/advice/dev-tools-recommended-by-irish-start-up-founders:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Compiles professional tool recommendations and operational insights
    from modern startup founders designed to optimize engineering workflows. Explores
    high-impact toolsets covering automated CI/CD pipelines, integrated testing, task
    tracking, and developer-centric communication loops.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Industry Insights
  - DevOps
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'siliconrepublic.com: 10 dev tools recommended by start-up founders'
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.silverliningsinfo.com/multi-cloud/cloud-9-lunch-ladies-news-wrap-live-cloud-executive-summit:
  addition_method: manual
  content_hash: dd895cc2b0755ace8aaaa310235df384e8a9167cd7b6ac399755d1499de2a19a
  description: ''
  health_score: 100.0
  last_checked: 1779034330.75714
  stars: 0
  status: online
  title: 'silverliningsinfo.com: KubeCon: Five biggest trends from the Kubernetes''
    love fest in Amsterdam'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.simform.com/blog/alternatives-to-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines structural alternatives to Kubernetes such as Nomad, ECS, and
    Serverless. Helps engineering leadership assess operational trade-offs and bypass
    unnecessary deployment complexity.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Alternatives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'simform.com: Top Alternatives to Kubernetes to Overcome Business Challenges'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://www.simform.com/blog/devops-for-enterprise:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Analyzes the strategic blueprints required to migrate legacy corporate
    architectures into streamlined DevOps operational methodologies. Curator insights
    focus on dismantling organizational silos and establishing unified communication
    channels. Modern live assessment in 2026 confirms its heavy relevance to SAFe
    and LeSS enterprise frameworks, showing that automated QA governance gates are
    vital to maintaining continuous deployment velocity.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & SRE
  - Enterprise Strategy
  - Adoption Frameworks
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'simform.com: How to Implement DevOps for Enterprise?'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.simform.com/blog/microservice-best-practices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Synthesizes critical strategies for implementing resilient microservice
    deployments, highlighting domain-driven design, decentralized data management,
    API gateways, fault-isolation patterns, and automated telemetry ingestion to optimize
    the 80/20 impact curve.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Design Patterns
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'simform.com: 10 Microservice Best Practices: The 80/20 Way'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.simform.com/blog/microservices-design-principles:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Critically evaluates common microservices design patterns, warning against
    over-engineering. It details the nuances of domain model partition boundaries
    and the runtime overhead of maintaining absolute microservices autonomy.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Design Principles
  - Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "simform.com: Microservices Design Principles: Do We Really Know It Well
    Enough? \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.simform.com/blog/microservices-framework:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compares modern software frameworks specifically built to streamline
    microservices development (e.g., Spring Boot, Go Kit, NestJS, and Quarkus). Evaluates
    runtime performance, cloud-native readiness, and tooling ecosystem support.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Microservices
  - Frameworks
  - Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'simform.com: The Top Go-To Microservices Frameworks for a Scalable Application'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.simform.com/blog/multi-cloud-architecture:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: Evaluates six distinct multi-cloud topologies including Multi-Cloud
    Disaster Recovery, Cloud-to-Cloud Federation, and Split-Brain architectures. The
    guide explains practical ingress routing, state synchronization, and database
    replication patterns needed to sustain highly resilient, cross-cloud operations.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Multi-Cloud Strategy
  - Architecture Designs
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "simform.com: 6 Multi-Cloud Architecture Designs for an Effective Cloud Strategy
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.simform.com/blog/multi-cloud-strategy:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Decouples the business and technical drivers of multi-cloud architectures,
    focusing on risk mitigation, vendor lock-in avoidance, and geographical redundancy.
    The guide contrasts hybrid deployments with multi-cloud topologies to establish
    clear decision matrices for technical architects.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Multi-Cloud Strategy
  - Architecture Planning
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'simform.com: What is Multi Cloud? Why you Need a Multi Cloud Strategy?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.simform.com/cloud-migration-ebook:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A programmatic playbook detailing the methodologies of migrating legacy
    infrastructure into public or hybrid cloud topologies. It maps the standard 'R'
    migration frameworks (Rehost, Replatform, Refactor, etc.), evaluating execution
    risks, database cutover strategies, and cost-modeling paradigms.
  language: English
  resource_type: Ebook
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Migration & Modernization
  - Planning Resources
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'simform.com: Cloud Migration ebook'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.simform.com/multi-cloud-strategy:
  addition_method: manual
  content_hash: ee08ede1f7478211ec4aaabee941ade7a23a10716abd7c55599d88b46e60c374
  description: ''
  health_score: 100.0
  last_checked: 1779031079.996899
  stars: 0
  status: online
  title: 'simform.com: What is Multi Cloud? Why you Need a Multi Cloud Strategy?'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.simple-talk.com/dotnet/asp.net/script-loading-between-http1.1-and-http2:
  addition_method: manual
  content_hash: d22103752b44c7c66d235f9635b70f6a803b264203f94602f5e36912a95d7bed
  description: ''
  health_score: 100.0
  last_checked: 1779031090.480555
  stars: 0
  status: online
  title: 'simple-talk.com: Script Loading between HTTP/1.1 and HTTP/2'
  v1_locations:
  - docs/networking.md
  year: N/A
https://www.simplilearn.com/kubernetes-vs-openshift-article:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An educational comparison detailing the architectural boundaries of
    Kubernetes and OpenShift. Explores developer workflows, installation processes,
    built-in CI/CD pipelines, and licensing structures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes
  - OpenShift Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'simplilearn.com: Understanding The Difference Between Kubernetes Vs. Openshift'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.simplilearn.com/terraform-interview-questions-and-answers-article:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A legacy catalog of primary Terraform interview questions. Covers core
    resource initialization, backend configuration storage, state mapping concepts,
    and local execution planning setups.
  language: None
  resource_type: Interview Q&A
  complexity: Intermediate
  hierarchy:
  - Career & Interview Preparation
  - Interview Prep
  - Terraform
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'simplilearn.com: Top 40 Terraform Interview Questions and Answers for 2022'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://www.simplilearn.com/tutorials/git-tutorial/merge-conflicts-in-git:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Systematic manual on identifying and resolving parallel-modification
    conflicts. Shows how markers (`<<<<<<<`, `=======`, `>>>>>>>`) work and outlines
    interactive diff strategies to reconcile divergent branches.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Conflict Resolution
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'simplilearn.com: How to Resolve Merge Conflicts in Git?'
  addition_method: manual
  v2_locations:
  - git.md
https://www.simplilearn.com/tutorials/jenkins-tutorial/ci-cd-pipeline:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Basic tutorial outlining CI/CD life cycles, illustrating how continuous
    deployment patterns differ from continuous delivery, and implementing simple pipelines
    using standard Jenkins components.
  language: Groovy
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevSecOps & Automation
  - Jenkins-based CI-CD
  - Jenkins Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'simplilearn.com: What is CI/CD Pipeline and How to Implement it Using Jenkins?'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.sitepoint.com/7-ways-optimize-jenkins:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030934.713847
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 7 Ways to Optimize Jenkins
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering 7 Ways
    to Optimize Jenkins in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.sitepoint.com/gatsby-mdx-blog:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032543.740182
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sitepoint.com: A Guide to Serverless Functions and How to Deploy Them'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sitepoint.com:
    A Guide to Serverless Functions and How to Deploy Them in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.sitepoint.com/git-submodules-introduction:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032054.745736
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sitepoint.com: Understanding and Working with Submodules in Git'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sitepoint.com:
    Understanding and Working with Submodules in Git in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.sitepoint.com/kubernetes-aws-tutorial:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031499.669259
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sitepoint.com: Getting Started With Kubernetes on AWS Tutorial (2023 Update)'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sitepoint.com:
    Getting Started With Kubernetes on AWS Tutorial (2023 Update) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.slideshare.net/AdelaRoger/http-status-code-errors-in-seo:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: An educational slide compilation tracking HTTP status response codes
    and assessing their performance impacts on search crawl optimizations, redirect
    protocols, and indexing configurations.
  language: N/A
  resource_type: Presentation
  complexity: Beginner
  hierarchy:
  - Web Protocols & Performance
  - HTTP Architecture
  - Status Codes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'slideshare: Http Status Code Errors in SEO'
  addition_method: manual
  v2_locations:
  - networking.md
https://www.slideshare.net/AmazonWebServices:
  description: ''
  addition_method: manual
  content_hash: aaa783d220046955445a53e471603700b5a4c209c808543e513d51cbd8236508
  health_score: 100.0
  last_checked: 1779034391.906461
  needs_ai_refresh: true
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: AWS SlideShare platform resource aggregating architectural blueprints,
    slide decks, and high-impact event summaries. While SlideShare represents a legacy
    presentation vector, it serves as a historic archive for tracking AWS service
    launch topologies and historical enterprise cloud migration case studies.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Ecosystem
  - Presentation Resources
  is_microservice: false
  title: slideshare.net/AmazonWebServices
? https://www.slideshare.net/AmazonWebServices/finops-a-culture-transformation-to-bring-devops-finance-and-the-business-together-sponsored-by-cloudability-aws-summit-sydney
: description: ''
  year: '2019'
  stars: 0
  ai_summary: An AWS Summit presentation deck covering the organizational transformation
    required to implement FinOps. Contrasts traditional capital expenditure models
    with modern cloud operational expenses, emphasizing the cultural integration of
    finance and engineering departments.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Financial Operations
  - FinOps
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'slideshare: FinOps: A Culture Transformation to Bring DevOps, Finance and
    the Business Together - AWS Summit Sydney'
  addition_method: manual
  v2_locations:
  - finops.md
https://www.slideshare.net/KonveyorIO/migrating-java-jboss-eap-applications-to-kubernetes-with-s2i:
  description: ''
  addition_method: manual
  content_hash: 6633c610ab73d4c0ba10ffd8fe1a070f0b47859449c6de10833f73b560e812c0
  health_score: 100.0
  last_checked: 1781430131.959477
  needs_ai_refresh: true
  stars: 3
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: '2022'
  status: online
  ai_summary: Presentation outlining migration strategies for porting legacy Java
    JBoss EAP applications into Red Hat OpenShift/Kubernetes using Source-to-Image
    (S2I). While S2I remains an enterprise staple in traditional OpenShift pipelines,
    the industry in 2026 has increasingly shifted toward Cloud Native Buildpacks.
  language: English
  resource_type: Presentation
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Migration
  - Application Modernization
  - Source-to-Image
  is_microservice: true
  title: 'slideshare.net: Migrating Java JBoss EAP Applications to Kubernetes With''
    S2I'
https://www.slideshare.net/NasceniaIT/brown-bag-caching-rafi-faisal-48694442:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: A fundamental slide presentation mapping out early caching architectures.
    It provides high-level overviews of browser cache policies, reverse proxy structures,
    CDN nodes, and database query caches.
  language: English
  resource_type: Presentation
  complexity: Beginner
  hierarchy:
  - Data & Caching
  - Caching Fundamentals
  - Slides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Slideshare: Caching'
  addition_method: manual
  v2_locations:
  - caching.md
https://www.slideshare.net/Severalnines/haproxy-mysql-slides:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Deep technical slide deck illustrating OS and kernel-level optimizations
    for HAProxy. It details socket buffer limits, epoll utilization, and high-concurrency
    TCP handshake tunings for databases.
  language: English
  resource_type: Presentation
  complexity: Advanced
  hierarchy:
  - Networking
  - Load Balancing
  - Database Proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'slideshare: Performance Tuning of HAProxy for Database Load Balancing'
  addition_method: manual
  v2_locations:
  - caching.md
https://www.slideshare.net/Severalnines/load-balancing-mysql-with-haproxy-webinar-replay-english-44071270:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Slide presentation focused on load balancing MySQL database backends.
    It illustrates TCP level health checks, read/write splitting, query redirection
    patterns, and seamless failover configurations.
  language: English
  resource_type: Presentation
  complexity: Advanced
  hierarchy:
  - Networking
  - Load Balancing
  - Database Proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'slideshare: Load Balancing MySQL with HAProxy'
  addition_method: manual
  v2_locations:
  - caching.md
https://www.slideshare.net/Severalnines/severalnines-ha-proxyjul20143:
  description: ''
  year: '2014'
  stars: 0
  ai_summary: A step-by-step instructional slide deck detailing the setup of robust
    database proxies. It explores load balancing techniques, health verification agents,
    and transaction limits for active SQL backends.
  language: English
  resource_type: Presentation
  complexity: Advanced
  hierarchy:
  - Networking
  - Load Balancing
  - Database Proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'slideshare: How To Set Up SQL Load Balancing with HAProxy'
  addition_method: manual
  v2_locations:
  - caching.md
https://www.slideshare.net/Smals_ICT/20171010-multitenancy-in-openshift:
  addition_method: manual
  content_hash: 7597e705762b9330e81c76ca99516f7145a8b5900f060b68ff4e980ca34830ae
  description: ''
  health_score: 100.0
  last_checked: 1779031802.076983
  stars: 0
  title: Multi-tenancy features
  v1_locations:
  - docs/ocp4.md
  year: N/A
https://www.slideshare.net/arilivigni/cicd-with-openshift-and-jenkins:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: A historical presentation showing continuous integration configurations
    on earlier OpenShift releases using Jenkins servers. Serves as a useful blueprint
    for examining migration paths from early Jenkins structures to cloud-native alternatives.
  language: None
  resource_type: Presentation
  complexity: Beginner
  hierarchy:
  - Platform Architecture
  - CI/CD
  - Legacy Jenkins
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "slideshare.net: CI/CD with Openshift and Jenkins \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://www.slideshare.net/arunmurughan/git-version-control-and-trunk-based-approach-with-vsts:
  description: ''
  year: '2018'
  stars: 1
  ai_summary: A legacy slide presentation analyzing the migration from branch-heavy
    Git workflows to modern trunk-based development inside Visual Studio Team Services
    (now Azure DevOps). Focuses on optimizing the feedback loop and minimizing code
    integration debt through quick merges. Current industry engineering truth shows
    this approach is highly aligned with modern continuous deployment pipelines.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Trunk-Based Development
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'slideshare.net: Git version control and trunk based approach with VSTS'
  addition_method: manual
  v2_locations:
  - git.md
https://www.slideshare.net/dvirsky/introduction-to-redis:
  description: ''
  year: '2013'
  stars: 0
  ai_summary: A legacy educational slide deck focusing on fundamental Redis data types
    and master-replica layouts. Helpful for conceptual framing, though modern configurations
    in 2026 leverage more sophisticated cluster/sentinel topologies.
  language: N/A
  resource_type: Slides
  complexity: Beginner
  hierarchy:
  - Infrastructure & Caching
  - In-Memory Datastores
  - Redis Foundations
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'Slideshare: Introduction to Redis'
  addition_method: manual
  v2_locations:
  - caching.md
https://www.slideshare.net/geerlingguy/jenkins-or-how-i-learned-to-stop-worrying-and-love-automation:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: 'Slide presentation by Jeff Geerling exploring automation fundamentals
    and CI/CD philosophy. Focuses on reduction of manual operations and managing server
    drift. *Curator Insight*: Historical perspective on automation. *Live Grounding*:
    Continues to serve as an industry reference for designing maintainable automation
    infrastructure.'
  language: English
  resource_type: Presentation
  complexity: Intermediate
  hierarchy:
  - CI/CD Foundations
  - Automation Philosophy
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "slideshare.net: Jeff Geerling - Jenkins or: How I learned to stop worrying
    and love automation \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.slideshare.net/haproxytech/haproxy-best-practice:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: A collection of engineering best practices for building highly available
    HAProxy configurations. It covers multi-tenant rate limiting, connection pooling
    limits, SSL offloading patterns, and syslog configurations.
  language: English
  resource_type: Presentation
  complexity: Intermediate
  hierarchy:
  - Networking
  - Load Balancing
  - HAProxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'slideshare: Haproxy best practice'
  addition_method: manual
  v2_locations:
  - caching.md
https://www.slideshare.net/haproxytech/haproxy-web-performance-55536394:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: Technical presentation slides focusing on HAProxy optimizations. It
    targets key configurations for decreasing response latency, including Keep-Alive
    tuning, memory buffers, and HTTP protocol compression.
  language: English
  resource_type: Presentation
  complexity: Intermediate
  hierarchy:
  - Networking
  - Load Balancing
  - HAProxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'slideshare: Haproxy web performance'
  addition_method: manual
  v2_locations:
  - caching.md
https://www.slideshare.net/jkatz05/operating-postgresql-at-scale-with-kubernetes-137132067:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Historical presentation analyzing architecture strategies for scale-out
    database layouts on Kubernetes clusters. Reviews connection pool limits, write
    scale patterns, read-replica mechanics, and early volume-resize strategies.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - PostgreSQL
  - Scalability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'slideshare.net: Operating PostgreSQL at Scale with Kubernetes'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.slideshare.net/mozillabros/openshift-container-platform-cicd-build-deploy:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Slides and architectural diagrams outlining automated CI/CD pipelines
    on OpenShift Container Platform. Covers deployment triggers, image stream lifecycles,
    and rolling updates.
  language: Shell
  resource_type: Presentation
  complexity: Intermediate
  hierarchy:
  - CI/CD & DevOps
  - Enterprise Jenkins
  - OpenShift Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "slideshare.net: OpenShift Container Platform CI/CD Build & Deploy \U0001F31F"
  addition_method: manual
  v2_locations:
  - openshift-pipelines.md
https://www.slideshare.net/oemebamo/introduction-to-memcached:
  description: ''
  year: '2012'
  stars: 0
  ai_summary: A baseline slide presentation outlining Memcached's memory structure,
    client hashing, and key eviction strategies. Highly useful for engineers studying
    early web-scale architecture concepts and memory-efficient software design.
  language: N/A
  resource_type: Slides
  complexity: Beginner
  hierarchy:
  - Infrastructure & Caching
  - In-Memory Datastores
  - Memcached Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Slideshare: Introduction to memcached'
  addition_method: manual
  v2_locations:
  - caching.md
https://www.slideshare.net/openshift/openshift-18812162:
  description: ''
  year: '2013'
  stars: 0
  ai_summary: An early architectural overview of security layers in OpenShift, detailing
    how SELinux and Multi-Category Security (MCS) keep container filesystems separated.
  language: English
  resource_type: Presentation
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - OS Security
  - SELinux & MCS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: SELinux
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.slideshare.net/piotrpasich/varnish-47199139:
  description: ''
  year: '2015'
  stars: 0
  ai_summary: A historical deep-dive into legacy Varnish tuning configurations, highlighting
    Varnish Configuration Language (VCL) tricks and early cache invalidation mechanisms.
    While architectural fundamentals remain sound, newer deployments leverage cloud-native
    operators or CDN-side configurations.
  language: N/A
  resource_type: Slides
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Caching
  - Edge Caching
  - Legacy Varnish Tuning
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'slideshare: Varnish - Tips & Tricks - 4Developers 2015'
  addition_method: manual
  v2_locations:
  - caching.md
https://www.slideshare.net/slideshow/20171010-multitenancy-in-openshift/80696233:
  addition_method: manual
  content_hash: 32ed63159c77e21ee19ca1b9aa3213ccf0218eb59539560b132a8e68ef0e18ea
  health_score: 100.0
  last_checked: 1779130494.957084
  v1_locations:
  - docs/ocp4.md
https://www.slideshare.net/slideshow/cicd-with-openshift-and-jenkins/57944430:
  addition_method: manual
  ai_summary: Historical slide collection detailing standard Continuous Integration
    patterns on OpenShift using custom-built Jenkins controllers. Evaluates legacy
    deployment triggers and localized container build flows.
  complexity: Intermediate
  description: ''
  hierarchy:
  - Red Hat OpenShift
  - CI-CD Pipelines
  - Jenkins Ecosystem
  is_microservice: false
  language: en
  resource_type: Slides
  stars: 0
  status: online
  tags:
  - '[LEGACY]'
  title: "slideshare.net: CI/CD with Openshift and Jenkins \U0001F31F"
  v2_locations:
  - openshift-pipelines.md
  year: '2016'
https://www.slideshare.net/slideshow/deploying-postgresql-on-kubernetes/130351662:
  addition_method: manual
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - crunchydata.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.slideshare.net
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.slideshare.net/slideshow/jenkins-or-how-i-learned-to-stop-worrying-and-love-automation/90281025:
  addition_method: manual
  content_hash: 32ed63159c77e21ee19ca1b9aa3213ccf0218eb59539560b132a8e68ef0e18ea
  health_score: 100.0
  last_checked: 1779130495.009299
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.slideshare.net
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.slideshare.net/slideshow/migrating-java-jboss-eap-applications-to-kubernetes-with-s2i/250619399:
  addition_method: manual
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - kubernetes-backup-migrations.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.slideshare.net
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.slideshare.net/slideshow/operating-postgresql-at-scale-with-kubernetes-137132067/137132067:
  addition_method: manual
  content_hash: 32ed63159c77e21ee19ca1b9aa3213ccf0218eb59539560b132a8e68ef0e18ea
  health_score: 100.0
  last_checked: 1779130494.932817
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/crunchydata.md
  v2_locations:
  - crunchydata.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.slideshare.net
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.slideshare.net/vyruss000/deploying-postgresql-on-kubernetes:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A historical presentation reviewing early-generation deployment techniques
    of running stateful PostgreSQL relational databases within dynamic, ephemeral
    Kubernetes pods, noting historical volume storage limits and lifecycle challenges.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - PostgreSQL
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'slideshare.net: Deploying PostgreSQL on Kubernetes'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.slim.ai:
  addition_method: manual
  content_hash: 481241ccd34e6bd6a73246affa8fbf13f7f294325b9fb9b41b8f257b426ff38b
  description: ''
  health_score: 100.0
  last_checked: 1779032239.524414
  stars: 0
  status: online
  title: ==slim.ai==
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.slim.ai/blog/automatically-reduce-docker-container-size-using-dockerslim.html:
  addition_method: manual
  content_hash: 481241ccd34e6bd6a73246affa8fbf13f7f294325b9fb9b41b8f257b426ff38b
  description: ''
  health_score: 100.0
  last_checked: 1779029883.979614
  stars: 0
  status: online
  title: 'slim.ai: Automatically reduce Docker container size using DockerSlim'
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.slim.ai/docs/docker-desktop-extension.html:
  addition_method: manual
  content_hash: 481241ccd34e6bd6a73246affa8fbf13f7f294325b9fb9b41b8f257b426ff38b
  description: ''
  health_score: 100.0
  last_checked: 1779030384.805623
  stars: 0
  title: "==slim.ai: Slim Docker Extension== \U0001F31F"
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.sloconf.com:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Official site of SLOconf, the premier developer conference and community
    space focused entirely on Service Level Objectives, error budgets, and reliability-driven
    service platforms.
  language: English
  resource_type: Web Portal
  complexity: Intermediate
  hierarchy:
  - Observability
  - Service Level Objectives
  - Community Events
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: SLOconf
  addition_method: manual
  v2_locations:
  - sre.md
https://www.sls.guru/blog/enterprise-serverless-adoption:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Explores the organizational strategies, cultural shifts, and governance
    models required to successfully integrate serverless execution engines into legacy
    enterprise architectures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Serverless
  - Enterprise Strategy
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "serverlessguru.com: Enterprise Serverless Adoption \U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.smartdatacollective.com:
  addition_method: manual
  last_checked: 1781736113.738174
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - nosql.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.smartdatacollective.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.smartdatacollective.com/kingmesal/373466/nosql-databases-4-game-changing-use-cases:
  addition_method: manual
  content_hash: c1fc5774c95960093b8cfad0fd35ba9f3a1b01a78f3b8e5d99e1646addf10e06
  health_score: 100.0
  last_checked: 1779030575.467565
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/nosql.md
  v2_locations:
  - nosql.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.smartdatacollective.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.smartsheet.com/agile-vs-scrum-vs-waterfall-vs-kanban:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores differences between Agile, Scrum, Kanban, and Waterfall project
    management. Discusses how each framework dictates team cadence, task estimation,
    and feedback loops, emphasizing the choice of methodology based on scope stability
    and team velocity goals.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Agile Methodologies
  - Process Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: What's the Difference? Agile vs Scrum vs Waterfall vs Kanban
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.smartsheet.com/devops:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: 'Details foundational patterns based on the ''Three Ways'' of DevOps:
    accelerating flow, tightening feedback metrics, and establishing continuous improvement.
    Provides actionable process improvements.'
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Fundamentals
  - Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'smartsheet.com: The Way of DevOps: A Primer on DevOps Principles and Practices'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.smashingmagazine.com/2021/02/getting-the-most-out-of-git:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical collection of Git strategies, including customizable CLI
    alias configurations, commit-signing techniques, interactive staging tools, and
    workflows designed to prevent local context-switching conflicts.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'smashingmagazine.com: Getting The Most Out Of Git'
  addition_method: manual
  v2_locations:
  - git.md
https://www.smashingmagazine.com/2022/02/testing-pipeline-101-frontend-testing:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed frontend testing handbook mapping out modern pipeline integrations.
    Recommends strategies for structuring linters, localized unit evaluations, visual
    regression checks, and end-to-end integration scripts.
  language: JavaScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Frontend Development
  - Testing Pipelines
  - CI Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'smashingmagazine.com: Testing Pipeline 101 For Frontend Testing'
  addition_method: manual
  v2_locations:
  - qa.md
https://www.snapt.net/blog/best-practices-for-load-balancing-kubernetes-containers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030609.506228
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'snapt.net: Best Practices for Load Balancing Kubernetes Containers'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering snapt.net:
    Best Practices for Load Balancing Kubernetes Containers in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.snarky.ca/why-python-3-exists:
  description: ''
  year: '2014'
  stars: 0
  ai_summary: Essential language-design manifesto detailing the architectural requirements
    behind breaking Unicode and ASCII barriers, shifting to clean string handling,
    and retiring Python 2 runtime platforms.
  language: Markdown
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Language Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Why Python 3 exists
  addition_method: manual
  v2_locations:
  - python.md
https://www.softkraft.co/aws-kinesis-vs-kafka-comparison:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A structural trade-off comparison between AWS Kinesis and Apache Kafka.
    The evaluation measures cost dynamics, security compliance, payload constraints,
    and vendor lock-in vectors to steer technology selection in big data ingestion
    workloads.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Streaming
  - Architectural Patterns
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "softkraft.co: WS Kinesis vs Kafka comparison: Which is right for you? \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.softobiz.com/orchestration-made-easy-with-zeebe-and-kafka:
  addition_method: manual
  content_hash: 0f66d0aa174b2ce815598d0046ce3b5e9399038fcdbfa6f7b11d337340a9dae5
  description: ''
  health_score: 100.0
  last_checked: 1779031397.601312
  stars: 0
  status: online
  title: Orchestration Made Easy with Zeebe and Kafka
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://www.softwarebusinessgrowth.com/doc/parallel-system-validation-the-end-of-devops-0001:
  addition_method: manual
  content_hash: 0be976efd275401002261cf4053306c56f66188d288536276d084a367c68a3f8
  description: ''
  health_score: 100.0
  last_checked: 1779030572.630297
  stars: 0
  status: online
  title: 'softwarebusinessgrowth.com: Parallel System Validation – The End Of DevOps'
  v1_locations:
  - docs/testops.md
  year: N/A
https://www.softwarecollections.org:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033258.829467
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: ==softwarecollections.org==
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ==softwarecollections.org==
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.softwaretestguideforu.com/2020/06/what-is-system-testinghow-to-perform.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032643.003345
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'softwaretestguideforu.com: What is system testing? How to perform system''
    testing?'
  v1_locations:
  - docs/qa.md
  v2_locations:
  - qa.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering softwaretestguideforu.com:
    What is system testing? How to perform system'' testing? in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.softwaretestinghelp.com/kanban-vs-scrum-vs-agile:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides an in-depth operational comparison of Kanban, Scrum, and the
    broader Agile umbrella, focusing on metrics like lead time, cycle time, and velocity.
    Assists teams in identifying optimal task visualization mechanics to reduce blockages
    and operational waste in delivery pipelines.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Agile Methodologies
  - Process Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'softwaretestinghelp.com: Kanban Vs Scrum Vs Agile: A Detailed Comparison
    To Find Differences'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.softwaretestinghelp.com/microsoft-vsts-tutorial-1:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A fundamental tutorial documenting task management and build execution
    models inside legacy VSTS configurations. Serves as a migration reference for
    enterprise architects aiming to port legacy environments to modern Azure DevOps
    structures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Enterprise Platforms
  - Azure DevOps
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'Microsoft Visual Studio Team Services (VSTS) Tutorial: The Cloud ALM Platform'
  addition_method: manual
  v2_locations:
  - git.md
https://www.softwaretestingmagazine.com/tools/learning-jmeter-documentation-tutorials-videos:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive compilation of tutorials, documentation, and videos
    for Apache JMeter. From an architectural standpoint, JMeter remains a foundational
    Java-based tool for load testing and performance measurement. Although newer Go/Rust-based
    tooling is rising, JMeter's extensive protocol support (HTTP, JDBC, JMS) ensures
    its continued enterprise relevance.
  language: Java
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Testing
  - Performance Testing
  - JMeter
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'softwaretestingmagazine.com: Learning JMeter : Documentation, Tutorials,
    Videos'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://www.softwaretestingnews.co.uk/a-software-testing-and-devops-tools-directory-for-digital-programmes:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779030436.015137
  v1_locations:
  - docs/devops.md
https://www.softwaretestingportal.com/2020/03/31/api-testing:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: An entry-level guide to testing terminologies. Covers verification patterns,
    HTTP return code checks, payload matching, and mock assertions for backend integration
    cycles.
  language: Agnostic
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - API Testing
  - Concepts
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'softwaretestingportal.com: API Testing, Key Terminologies and more...'
  addition_method: manual
  v2_locations:
  - api.md
https://www.softwaretestingsapiens.com/roadmap-to-learn-api-testing:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A structured learning path for mastering API-level automation testing.
    Guides developers from core HTTP methods to building custom suite environments
    using modern testing engines.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Testing
  - API Testing Principles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'softwaretestingsapiens.com: Roadmap to learn API Testing in Just 30 days'
  addition_method: manual
  v2_locations:
  - qa.md
https://www.softwebsolutions.com/resources/devops-and-microservices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes structural alignments required between microservices application
    architectures and parallel release pipelines. Addresses service boundaries, localized
    API contract testing, localized datastore migrations, and routing topologies using
    modern service mesh protocols.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - DevOps Synergy
  - Architecture Alignment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'softwebsolutions.com: DevOps and Microservices – Creating change together'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.softwebsolutions.com/resources/devops-and-microservices.html:
  addition_method: manual
  content_hash: 9fd3ee6f3ff49a68438a57ddd541aea9fc0e64abdb0d7dab50fa621ee211f171
  description: ''
  health_score: 100.0
  last_checked: 1779033770.721788
  stars: 0
  status: online
  title: 'softwebsolutions.com: DevOps and Microservices – Creating change together'
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.softwebsolutions.com/resources/devops-security-tools-benefits:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details the business case for adopting DevSecOps, focusing on cost reduction
    and risk mitigation. Highlights how automated compliance reporting and early-stage
    vulnerability isolation help avoid post-deployment incident recovery expenses.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - DevSecOps
  - Business Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'softwebsolutions.com: What is DevSecOps and why your business needs it'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.softwebsolutions.com/resources/devops-security-tools-benefits.html:
  addition_method: manual
  content_hash: 013b11e07c5b85038e780dc1413848ebcd94f3126123d3e738df69fa817185d3
  description: ''
  health_score: 100.0
  last_checked: 1779029129.019441
  stars: 0
  status: online
  title: 'softwebsolutions.com: What is DevSecOps and why your business needs it'
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.softwebsolutions.com/resources/multi-cloud-adoption-strategy:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the business and technical drivers for enterprise multi-cloud
    adoption, including risk mitigation, disaster recovery, avoiding vendor lock-in,
    and optimizing workloads across disparate public cloud provider environments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Strategy
  - Multi-Cloud Benefits
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'softwebsolutions.com: Why enterprises need to adopt a multi-cloud strategy'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.softwebsolutions.com/resources/multi-cloud-adoption-strategy.html:
  addition_method: manual
  content_hash: 42510faa90cd99d509e29edf0894a30ef97686dc3725183a6e019e0b50d647c4
  description: ''
  health_score: 100.0
  last_checked: 1779031759.424731
  stars: 0
  status: online
  title: 'softwebsolutions.com: Why enterprises need to adopt a multi-cloud strategy'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.softzone.es/noticias/programas/conoce-fleet-ide-ultraligero-mano-jetbrains:
  description: ''
  addition_method: manual
  content_hash: d0398f8d8790ce8b49efed77a8d1eec7d9bd6381f2cc0b387402a7c0f7895f3c
  health_score: 100.0
  last_checked: 1779032252.388744
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: An early assessment of JetBrains Fleet, detailing its modular UI and
    hybrid mode. Focuses on the IDE's rapid start times, remote engine execution,
    and embedded collaboration features.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development Environment
  - Next-Gen IDE
  - JetBrains
  is_microservice: false
  title: 'softzone.es: Conoce Fleet, el nuevo IDE ultraligero de la mano de JetBrains'
https://www.softzone.es/noticias/windows/por-que-interesa-usar-powershell-lugar-cmd:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A Spanish language comparison covering structural differences between
    command shells. Examines security policies, scripting functionality, cmdlet standardizations,
    and cross-platform runtime support.
  language: PowerShell
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Infrastructure Automation
  - Systems Administration
  - Shell Environments
  - Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'softzone.es: Por qué me interesa más usar PowerShell en lugar de CMD'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.solo.io/blog:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Architectural analysis contrasting Cilium's kernel-level L7 eBPF traffic
    management with Istio's user-space Envoy proxy routing, comparing performance
    and complexity trade-offs.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Service Mesh
  - eBPF vs Proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'solo.io: Exploring Cilium Layer 7 Capabilities Compared to Istio'
  addition_method: manual
  v2_locations:
  - gitops.md
  - developerportals.md
https://www.solo.io/blog/amazon-eks-anywhere-and-solo-istio:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Focuses on extending enterprise network topologies and security controls
    to the hybrid-edge using Solo Gloo Mesh (Istio) over EKS Anywhere nodes. Streamlines
    cross-cloud security boundaries and load balancing profiles.
  language: N/A
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Cloud Providers
  - AWS EKS
  - Hybrid Cloud
  - Service Mesh Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'solo.io: Connect Your Services Seamlessly with Amazon EKS Anywhere and Istio'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.solo.io/blog/configuration-as-data-gitops-and-controllers-its-not-simple-for-multi-cluster:
  addition_method: manual
  content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5
  description: ''
  health_score: 100.0
  last_checked: 1779029487.270191
  stars: 0
  status: online
  title: 'solo.io: Configuration as Data, GitOps, and Controllers: it’s not simple''
    for multi-cluster'
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.solo.io/blog/exploring-cilium-layer-7-capabilities-compared-to-istio:
  addition_method: manual
  content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5
  description: ''
  health_score: 100.0
  last_checked: 1779034504.791682
  stars: 0
  status: online
  title: 'solo.io: Exploring Cilium Layer 7 Capabilities Compared to Istio'
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.solo.io/blog/glooops-progressive-delivery-the-gitops-way:
  addition_method: manual
  content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5
  description: ''
  health_score: 100.0
  last_checked: 1779033823.474496
  stars: 0
  status: online
  title: 'solo.io: GlooOps: Progressive delivery, the GitOps way'
  v1_locations:
  - docs/gitops.md
  year: N/A
https://www.solo.io/blog/identity-federation-for-multi-cluster-kubernetes-and-service-mesh:
  addition_method: manual
  content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5
  description: ''
  health_score: 100.0
  last_checked: 1779033045.024346
  stars: 0
  status: online
  title: 'solo.io: Identity Federation for Multi-Cluster Kubernetes and Service Mesh'
  v1_locations:
  - docs/istio.md
  - docs/servicemesh.md
  year: N/A
https://www.solo.io/blog/introducing-gloo-federation-for-multi-cluster-management:
  addition_method: manual
  content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5
  description: ''
  health_score: 100.0
  last_checked: 1779032243.136601
  stars: 0
  status: online
  title: Introducing Gloo Federation for Multi-Cluster API Gateway Management
  v1_locations:
  - docs/developerportals.md
  year: N/A
https://www.solo.io/blog/istio-multi-cluster-on-red-hat-openshift-with-gloo-mesh:
  addition_method: manual
  content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5
  description: ''
  health_score: 100.0
  last_checked: 1779030433.736143
  stars: 0
  status: online
  title: 'solo.io: Istio multi-cluster on Red Hat OpenShift with Gloo Mesh'
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.solo.io/blog/istios-networking-in-depth:
  addition_method: manual
  content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5
  description: ''
  health_score: 100.0
  last_checked: 1779031389.136878
  stars: 0
  status: online
  title: "solo.io: Istio’s networking: An in-depth look at traffic and architecture'
    \U0001F31F"
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.solo.io/blog/navigating-istio-config-toolkit:
  addition_method: manual
  content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5
  description: ''
  health_score: 100.0
  last_checked: 1779033706.375987
  stars: 0
  status: online
  title: 'solo.io: Navigating __Istio Config__: a look into Istio’s toolkit'
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.solo.io/blog/ode-to-istio:
  addition_method: manual
  content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5
  description: ''
  health_score: 100.0
  last_checked: 1779031900.835678
  stars: 0
  status: online
  title: "solo.io: Ode to Istio \U0001F31F"
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.solo.io/blog/step-by-step-datastax-cassandra-with-istio-and-sni-routing:
  addition_method: manual
  content_hash: 772a18c1cf21589ddf074569805ebeb85891cc4aa8b2cdd404c6150ebd392641
  description: ''
  health_score: 100.0
  last_checked: 1779031554.932777
  needs_ai_refresh: true
  stars: 0
  title: 'solo.io: Step by Step: Datastax Cassandra with Istio and SNI routing'
  v1_locations:
  - docs/nosql.md
  year: N/A
https://www.solo.io/blog/the-3-best-ways-to-use-flux-and-flagger-for-gitops-with-your-envoy-proxy-api-gateways:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Outlines integration patterns for orchestrating progressive delivery
    at the ingress boundary using Flux, Flagger, and Envoy-based gateways. Evaluates
    traffic-shifting methodologies including canary deployments, A/B testing, and
    blue-green releases. Live Grounding confirms Envoy-based ingress traffic shaping
    remains the de facto method for automated canary analysis in cloud-native topologies.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Service Mesh & Gateway
  - Envoy
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'solo.io: The 3 best ways to use Flux and Flagger for GitOps with your Envoy
    Proxy API gateways'
  addition_method: manual
  v2_locations:
  - flux.md
https://www.solo.io/blog/the-evolution-of-vm-support-in-istio-1-8-with-video:
  addition_method: manual
  content_hash: da507a9ff455c8bbd391063688fb5fdf700a8c8ea26776e1af6b370d8363b8b5
  description: ''
  health_score: 100.0
  last_checked: 1779032287.671768
  stars: 0
  status: online
  title: 'solo.io: The evolution of VM support in Istio 1.8 (with video)'
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.solo.io/blog/tutorial-gloo-integration-with-keycloak:
  addition_method: manual
  health_score: 80.0
  last_checked: 1779034038.315598
  v1_locations:
  - docs/developerportals.md
https://www.solo.io/blog/tutorial-rate-limiting-of-service-requests-in-istio-service-mesh:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Specialized guide showing how to implement rate limiting configurations
    inside Istio. Steps through integration with external Redis-backed Envoy filters
    to protect upstream dependencies.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Service Mesh
  - Traffic Management
  - Rate Limiting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "solo.io: Learn how to rate limit requests in Istio \U0001F31F"
  addition_method: manual
  v2_locations:
  - istio.md
https://www.solo.io/blog/upgrading-istio-without-downtime:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An operational guide focusing on executing risk-free, canary-based control
    plane upgrades of Istio. Details how to run multiple side-by-side versions of
    `istiod` and progressively update namespace labels to migrate workloads without
    downtime.
  language: English
  resource_type: Article
  complexity: High
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'solo.io: Upgrading Istio without Downtime'
  addition_method: manual
  v2_locations:
  - istio.md
https://www.solo.io/blog/why-the-control-plane-matters:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An architectural exploration contrasting the duties of the data plane
    (e.g., raw proxy packet forwarding via Envoy) against the control plane (e.g.,
    Istio, Solo.io Gloo Mesh). It demonstrates how a centralized control plane acts
    as the brain, translating operator-defined policies into dynamic xDS configuration
    streams. This separation ensures scalability, administrative decoupling, and resilient
    policy distribution.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native Networking
  - Control Plane
  - Service Mesh Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "solo.io: Why the control plane matters. Control planes are different than
    data planes. Separating the control plane from data plane \U0001F31F"
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.sonarqube.org:
  addition_method: manual
  content_hash: d74d014adf4c41c400fe2e7581dc0d8e8b2ce9f78ecccb5a8d33acef90ac6772
  description: ''
  health_score: 100.0
  last_checked: 1779032153.653405
  stars: 0
  status: online
  title: Sonarqube.org
  v1_locations:
  - docs/sonarqube.md
  year: N/A
https://www.sonarsource.com/products/sonarqube:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: Industry-standard platform for automated static code analysis, structural
    design checks, and bug detection. Integrates directly into modern CI pipelines
    to enforce automated quality gates and track technical debt.
  language: Java
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Code Quality
  - Static Analysis Platforms
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: Sonarqube.org
  addition_method: manual
  v2_locations:
  - sonarqube.md
https://www.sonatype.com/blog/achieving-ci/cd-with-kubernetes:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the fundamental technological shift of containerized compilation
    systems running directly inside Kubernetes. Details dynamic testing namespaces,
    secure builds, and GitOps engines to achieve high-frequency delivery cycles.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD & Delivery
  - Kubernetes Native
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "blog.sonatype.com: Achieving CI and CD With Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.sonatype.com/blog/new-cloud-native-ci/cd-projects-openshift-and-tekton:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An in-depth blog post detailing cloud-native CI/CD on Red Hat OpenShift
    using the Tekton Pipelines operator. It analyzes how OpenShift Pipelines provides
    on-demand containerized execution environments to eliminate resource-hungry, idle
    build servers.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Enterprise Platforms
  - Red Hat OpenShift
  - Serverless CI/CD
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: CI/CD OpenShift and Tekton
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.sonatype.com/blog/python-packages-upload-your-aws-keys-env-vars-secrets-to-web:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical warning analysis of malicious packages uploaded to public
    registries like PyPI. Details how typosquatting and supply-chain compromises are
    used to harvest AWS credentials and environment variables, highlighting the importance
    of dependency locking and private proxy firewalls.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security
  - Supply Chain
  - Dependency Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'blog.sonatype.com: Python Packages Upload Your AWS Keys, env vars, Secrets
    to the Web'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.sonatype.com/blog/using-sonatype-nexus-repository-3-part-3-docker-images:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Technical blog post detailing the step-by-step setup of Sonatype Nexus
    3 as a private Docker registry. It covers the creation of hosted, proxy, and group
    Docker repositories to control and optimize image distribution pipelines. The
    article explains port allocation strategies and security context mechanisms essential
    for registry configuration.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Artifact Management
  - Package Repositories
  - Nexus Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "blog.sonatype.com: Using Nexus 3 as Your Repository – Part 3: Docker Images
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - registries.md
https://www.sonatype.com/nexus-repository-oss:
  addition_method: manual
  content_hash: 5c8c3b4379a53f4772a2eb70e1b6d2db0c3280eedf8bb2879eb245f8aa0c6084
  description: ''
  health_score: 100.0
  last_checked: 1779029678.745873
  stars: 0
  status: online
  title: sonatype.com/nexus-repository-oss
  v1_locations:
  - docs/registries.md
  year: N/A
https://www.sonatype.com/products/sonatype-nexus-repository:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Homepage for Sonatype Nexus Repository OSS, a leading artifact repository
    manager supporting diverse formats including Maven, npm, Docker, and PyPI. It
    provides developer platforms with a unified proxy, host, and group layout for
    secure software development life cycles. As a critical component of CI/CD toolchains,
    it prevents localized build failures by caching public dependencies.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Artifact Management
  - Package Repositories
  - Nexus
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: sonatype.com/nexus-repository-oss
  addition_method: manual
  v2_locations:
  - registries.md
https://www.sourcetreeapp.com:
  description: '- [Sourcetree Cheat Sheet](https://kapeli.com/cheat_sheets/Sourcetree.docset/Contents/Resources/Documents/index)'
  year: '2024'
  stars: 0
  ai_summary: An enterprise-grade visual desktop client for Git. Offers robust graphic
    representation of complex branch models, submodule states, and advanced rebasing
    processes. Designed to simplify interaction with non-standard commit histories.
  language: English
  resource_type: Product
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Version Control
  - Desktop Git Clients
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Atlassian Sourcetree
  addition_method: manual
  v2_locations:
  - git.md
https://www.spec-india.com/blog:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Compares upstream open-source Kubernetes with Red Hat OpenShift. Focuses
    on user-interface options, CLI differences, security policies, image registry
    capabilities, and integrated CI/CD toolchain setups in enterprise deployments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes
  - OpenShift Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'spec-india.com: Kubernetes VS Openshift (July 23rd 2019)'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.spec-india.com/blog/kubernetes-vs-openshift:
  addition_method: manual
  content_hash: 5b7ce938b6b3ba4d0aa2639c8100c21124ed2b7dcf04129313f2278926f570a1
  description: ''
  health_score: 100.0
  last_checked: 1779032157.488728
  stars: 0
  status: online
  title: 'spec-india.com: Kubernetes VS Openshift (July 23rd 2019)'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.spectrocloud.com/blog/deploying-complex-infrastructure-with-a-terraform-state-machine:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Presents an advanced design pattern where Terraform's state transitions
    are managed dynamically using a state machine pattern to coordinate complex multi-cloud
    deployments. Discusses strategies for managing dependencies, multi-layer inputs,
    and asynchronous state updates. Live grounding indicates this architecture is
    vital for highly dynamic Kubernetes environments where simple dependencies fail
    to capture reality.
  language: HCL
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Advanced Orchestration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'spectrocloud.com: Deploying complex infrastructure with a Terraform state
    machine'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.spectrocloud.com/blog/kubernetes-security-best-practices-5-easy-ways-to-cut-risk:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Outlines five high-impact security wins to drastically lower cluster
    risk vectors. Key practices include restrictive network boundary controls, cluster-wide
    image pinning, and utilizing immutable root filesystems. These pragmatically reduce
    immediate exposure surfaces for standard multi-tenant setups.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Best Practices
  - General Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'spectrocloud.com: Kubernetes security best practices: 5 easy ways to cut
    risk'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.spiceworks.com/tech/cloud/articles/how-to-get-started-with-kubernetes:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: DevOps thought leaders provide tactical advice on adopting Kubernetes.
    Key suggestions include containerizing microservices adequately, deploying proper
    observability early, and starting with managed cloud products.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Fundamentals
  - Introduction
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "spiceworks.com: How to Get Started With Kubernetes the Right Way: DevOps
    Experts Weigh In \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.spinnaker.io:
  addition_method: manual
  content_hash: 4b1f96ea6e0765720c5fc86532e2f0dfd46609f6f15abc2ab5625cea213bf86b
  description: ''
  health_score: 100.0
  last_checked: 1779029561.522387
  stars: 0
  status: online
  title: spinnaker.io deployment tool
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://www.split.io/glossary/progressive-delivery:
  addition_method: manual
  content_hash: 3e5daf3a8f9ccdecc04c3c43e68bb4110d9806f70bd0247525c91cace8ca6f13
  description: ''
  health_score: 100.0
  last_checked: 1779032186.228373
  stars: 0
  status: online
  title: 'split.io: Progressive Delivery'
  v1_locations:
  - docs/cicd.md
  year: N/A
https://www.splunk.com/en_us/about-splunk/acquisitions/splunk-on-call.html:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An evaluation of GitFlow versus Trunk-Based Development, analyzing how
    branching strategies affect MTTR, deployment frequency, and software quality.
    It details the operational changes and tooling adjustments required to adopt trunk-based
    methodologies.
  language: Markdown
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'victorops.com: Source Code Control: Trunk-Based Development vs. GitFlow'
  addition_method: manual
  v2_locations:
  - sre.md
  - devops-tools.md
https://www.splunk.com/en_us/appdynamics-joins-splunk.html?301=appdynamics:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: An introductory resource explaining how to divide shared Kubernetes
    costs across teams. Describes using namespace resource limits and pod metadata
    tags to set up fair chargeback structures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - FinOps & Cloud Cost
  - Kubernetes FinOps
  - Foundational Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'replex.io: An Introduction to Kubernetes FinOps'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
  - finops.md
https://www.splunk.com/en_us/appdynamics-joins-splunk.html?301=appdynamics/blog/an-introduction-to-kubernetes-finops:
  addition_method: manual
  content_hash: b2f7b3e5e38ea3cefedec6df022dbdf650ccdb55f8a5f5bb2a68ee7b68f00337
  health_score: 100.0
  last_checked: 1779130495.004466
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/finops.md
  v2_locations:
  - finops.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.splunk.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.sqlrevisited.com/2022/03/mysql-vs-postgresql-pros-and-cons.html:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive comparative study outlining execution speed, memory
    configurations, JSON payload management capabilities, and open-source licensing
    differences between MySQL and PostgreSQL engines.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Databases
  - Relational Databases
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sqlrevisited.blogspot.com: MySQL vs PostgreSQL? Pros and Cons'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.sqlservercentral.com/articles/chaos-engineering-in-azure:
  addition_method: manual
  content_hash: 42a5b41942726fe5da84ae552bbaefce3097f22eefcd534830d8345dd45e2c54
  description: ''
  health_score: 100.0
  last_checked: 1779029939.676186
  needs_ai_refresh: true
  stars: 0
  title: 'sqlservercentral.com: Chaos Engineering in Azure'
  v1_locations:
  - docs/chaos-engineering.md
  year: N/A
https://www.sqlservercentral.com/articles/powershell-day-by-day-adding-help-to-scripts:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A tutorial explaining the integration of comment-based help blocks inside
    custom PowerShell scripts. It shows how configuring standard keywords allows runtime
    generation of detailed documentation using Get-Help. Adhering to these community
    guidelines ensures that internal automation tools are self-documenting, maintainable,
    and developer-friendly.
  language: PowerShell
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Platform Automation & Tooling
  - Command Line Interface
  - PowerShell Help
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'sqlservercentral.com: Powershell Day by Day: Adding Help to Scripts'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.sqlshack.com/6-reasons-why-you-cant-have-devops-without-test-automation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains why automated testing is vital for maintaining continuous delivery.
    Shows how automated regression, integration, load, and database schema testing
    prevents production defects and stabilizes release cycles.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Quality Assurance
  - Test Automation
  - Continuous Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "sqlshack.com: 6 Reasons why you can’t have DevOps without Test Automation
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.sqlshack.com/sql-database-on-kubernetes-considerations-and-best-practices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides actionable guidance on running relational workloads inside
    container orchestration layers. Outlines patterns for configuring StateSet controllers,
    choosing fast storage classes, and applying anti-affinity rules to enforce cluster
    high availability.
  language: English
  resource_type: Technical Guide
  complexity: Advanced
  hierarchy:
  - Data on Kubernetes
  - Relational Databases
  - Operations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "sqlshack.com: SQL Database on Kubernetes: Considerations and Best Practices
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - databases.md
https://www.sqltutorial.org/sql-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1781735890.559703
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'sqltutorial.org: SQL Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  v2_locations:
  - cheatsheets.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering sqltutorial.org:
    SQL Cheat Sheet in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  status: online
https://www.squadcast.com/blog/kyverno-policy-management-in-kubernetes:
  description: ''
  addition_method: manual
  content_hash: fdb25e21eeca8b90dd0b766e915deba7ddf0d95201feb2927a9f38e29982a26d
  health_score: 100.0
  last_checked: 1779030436.461704
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  ai_summary: Explores the design patterns of Kyverno as a Kubernetes-native policy
    engine that eliminates the need to learn specialized programming languages. Highlights
    how Kyverno manages resource validation, mutation, and generation using declarative
    YAML configurations designed to fit existing GitOps workflows.
  language: YAML
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Security
  - Kyverno
  is_microservice: false
  title: "squadcast.com: Kyverno - Policy Management in Kubernetes \U0001F31F"
https://www.stackrox.com:
  addition_method: manual
  content_hash: aff76b12ba220561887247977110d08e82ceac3b88fd9303ea6b19bd7ae5c4a7
  description: ''
  health_score: 100.0
  last_checked: 1779031215.815391
  stars: 0
  status: online
  title: stackrox.com
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.stackrox.com/post/2019/09/amazon-eks-security-best-practices:
  addition_method: manual
  content_hash: 4fc3ae4b64e6b0c680a18f8a5ab89e46f9214c32dd7e0dd67d0d48c08e2548e0
  description: ''
  health_score: 100.0
  last_checked: 1779034152.464863
  stars: 0
  status: online
  title: Amazon EKS Security Best Practices
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.stackrox.com/post/2020/01/kubernetes-networking-demystified:
  addition_method: manual
  content_hash: 9c2960af1ac51780e337dfe7227d7b51bb3a0a2fcce980a17a4b2a6b78b989e0
  description: ''
  health_score: 100.0
  last_checked: 1779031552.763122
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackrox.com: Kubernetes Networking Demystified: A Brief Guide'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering stackrox.com:
    Kubernetes Networking Demystified: A Brief Guide in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.stackrox.com/post/2020/02/eks-vs-gke-vs-aks:
  addition_method: manual
  ai_summary: High-fidelity evaluation criteria for the three largest cloud-managed
    Kubernetes platforms. Analyzes security controls, active network policies, and
    identity access management capabilities.
  complexity: Intermediate
  content_hash: ac8eac60d979b3fe7df86bb3dd369a6247007a4ea49b02bd2f799686ce421019
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Infrastructure
  - Orchestration
  - Managed Kubernetes
  is_microservice: false
  language: en
  last_checked: 1779033586.416837
  resource_type: Blog
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'stackrox.com: EKS vs GKE vs AKS - Evaluating Kubernetes in the Cloud'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
https://www.stackrox.com/post/2020/05/kubernetes-security-101:
  addition_method: manual
  content_hash: 05036744612dd1b1cb57652b4e1c64741173d4ffcda5fbe5f9db87de8b163253
  description: ''
  health_score: 100.0
  last_checked: 1779033808.010778
  stars: 0
  status: online
  title: "Kubernetes Security 101: Risks and 29 Best Practices \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  year: N/A
https://www.stackrox.com/post/2021/01/part-1-rancher-kubernetes-engine-rke-security-best-practices-for-cluster-setup:
  addition_method: manual
  content_hash: a649c780aa40f5b20eee7214a9175c3b862b6263c1872be7bb94560b72308dca
  description: ''
  health_score: 100.0
  last_checked: 1779031489.412781
  review_metadata:
    original_url: https://www.stackrox.com/post/2021/01/part-1-rancher-kubernetes-engine-rke-security-best-practices-for-cluster-setup
    proposed_url: NONE
    reason: 'High-Value Protection: generic_redirect_loss'
    timestamp: '2026-05-18T18:54:54.972606'
  stars: 0
  status: online
  title: "stackrox.com: Part 1 - Rancher Kubernetes Engine (RKE) Security Best Practices'
    for Cluster Setup \U0001F31F"
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.stackrox.io/blog/amazon-eks-security-best-practices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Comprehensive security manual focusing on EKS cluster isolation strategies.
    Discusses IAM Roles for Service Accounts (IRSA), security groups per pod, and
    control plane API exposure minimization.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Amazon EKS Security Best Practices
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.stackrox.io/blog/top-9-open-source-devsecops-tools-for-kubernetes:
  description: ''
  addition_method: manual
  content_hash: c81aa7c68e9f0469f377ba3cdfe2c8f272e185f03f3d33fe2b1d0375b44afdc2
  health_score: 100.0
  last_checked: 1779033295.941749
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: A comprehensive industry blog post and list curating essential open-source
    DevSecOps utilities for securing Kubernetes workloads, detailing tools for network
    policy enforcement, static analysis, runtime protection, and compliance. In 2026,
    it serves as an excellent historical guide highlighting the rapid evolution of
    Kubernetes security paradigms.
  language: HTML
  resource_type: Documentation / Guide
  complexity: Low
  hierarchy:
  - Security
  - DevSecOps
  - Resources
  is_microservice: false
  title: "stackrox.io: Top 9 Open Source DevSecOps Tools for Kubernetes in 2021 \U0001F31F"
https://www.stacksimplify.com/aws-eks/aws-alb-ingress/lean-kubernetes-aws-alb-ingress-basics:
  addition_method: manual
  content_hash: 5f08e432d2d388bbda429c93e26c4dfc7c33b3e3b3fb5c4ecbbeb1dac7425411
  description: ''
  health_score: 100.0
  last_checked: 1779032793.767726
  stars: 0
  status: online
  title: "stacksimplify.com: AWS ALB Ingress Service - Basics \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
? https://www.stacksimplify.com/aws-eks/aws-devops-eks/learn-to-master-devops-on-aws-eks-using-aws-codecommit-codebuild-codepipeline
: addition_method: manual
  content_hash: e8d6e55a841d30372f6e8ca5441056259db7b7e39539943f6e77431b5fe95c42
  description: ''
  health_score: 100.0
  last_checked: 1779029162.051421
  stars: 0
  status: online
  title: 'stacksimplify.com: DevOps with AWS CodePipeline on AWS EKS'
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.starwindsoftware.com/blog/remove-a-kubernetes-namespace-blocked-with-terminating-status:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034115.966781
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'starwindsoftware.com: Remove a Kubernetes namespace blocked with Terminating''
    status'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering starwindsoftware.com:
    Remove a Kubernetes namespace blocked with Terminating'' status in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.stationx.net/hacking-tools-cheat-sheet:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A compilation of vulnerability identification and penetration testing
    utilities. Curator Insight focuses on its offensive execution models. Live Grounding
    maps these tools directly to shift-left automated pipeline testing in modern DevSecOps
    architectures.
  language: English
  resource_type: Cheat Sheet
  complexity: Advanced
  hierarchy:
  - Security
  - Penetration Testing
  - Security Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'stationx.net: Hacking Tools Cheat Sheet'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.stevesmith.tech/blog/gitops-is-a-placebo:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A contrarian perspective arguing that GitOps alone does not solve deep
    organizational silos or architectural issues. Critiques the hyper-focus on syncing
    tools (Argo, Flux) over true cultural shifts in product shipping strategies.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Architecture
  - Critique
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'stevesmith.tech: GitOps is a placebo'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.stickyminds.com:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates the cultural integration of IaC principles within Agile and
    DevOps environments. Discusses using source control pipelines to automate configuration
    deployment, lowering environment discrepancies and boosting build velocity.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps
  - Infrastructure as Code
  - Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'agileconnection.com: Infrastructure as Code: The Foundation of Effective
    DevOps'
  addition_method: manual
  v2_locations:
  - iac.md
https://www.stitcher.com/podcast/amazon-web-services/aws-podcast:
  description: ''
  addition_method: manual
  content_hash: ae67975d0e7feb45732adfe786b350b76a63b35eeecf5e0b0eb8399f2812a381
  health_score: 100.0
  last_checked: 1779030857.306321
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: Stitcher repository hosting the AWS Podcast network. Features architectural
    retrospectives, engineering deep-dives, and service evolution analyses presented
    by active cloud product managers.
  language: English
  resource_type: Audio
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Ecosystem
  - Audio Learning
  is_microservice: false
  title: Stitcher AWS Podcasts
https://www.storetasker.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A specialized marketplace (operating as Storetasker) that links freelance
    Shopify developers and e-commerce technical professionals with brands. It streamlines
    micro-contracting, escrow payments, and technical feedback. Live grounding indicates
    highly optimized workflows specifically tailored for e-commerce tech stacks.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Talent Platforms
  - E-commerce Freelancing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: lorem
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.storj.io/blog/integrating-decentralized-cloud-storage-with-duplicati:
  addition_method: manual
  content_hash: 502b9ae54cffdc97265c0a11349f10ae89b177bcd5dc0e3bdb2f0bf41171e27d
  description: ''
  health_score: 100.0
  last_checked: 1779032966.445908
  stars: 0
  status: online
  title: 'storj.io: Integrating Decentralized Cloud Storage with Duplicati'
  v1_locations:
  - docs/kubernetes-storage.md
  year: N/A
https://www.storj.io/cloud-object-storage:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A tactical integration guide demonstrating how to pipe secure backups
    from Duplicati directly into Storj's decentralized, zero-trust cloud object storage
    network. This integration showcases decentralized storage in action for enterprise
    disaster recovery.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Architecture & Engines
  - Storage Paradigms
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'storj.io: Integrating Decentralized Cloud Storage with Duplicati'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.sufle.io/blog/adopting-gitops-for-enhanced-operations:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A migration guide helping organizations transition from legacy imperative
    deployment workflows to modern, git-driven operational pipelines. By defining
    the target state declaratively, incident management and disaster recovery speeds
    are greatly improved. This shift reduces Mean Time to Resolution (MTTR) under
    stressful outage conditions.
  language: None
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - Implementation
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'sufle.io: Adopting GitOps for Enhanced Operations'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.superawesome.com/blog/how-we-scale-our-kid-safe-technology-using-auto-scaling-on-kubernetes:
  addition_method: manual
  content_hash: d3506eecedacbcd781fb81ae31800e9f925f99d8e00f07710d989244f0be6152
  description: ''
  health_score: 100.0
  last_checked: 1779029171.992554
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "superawesome.com: Scaling pods with HPA using custom metrics. How we scale'
    our kid-safe technology using Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes-autoscaling.md
  v2_locations:
  - kubernetes-autoscaling.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering superawesome.com:
    Scaling pods with HPA using custom metrics. How we scale' our kid-safe technology
    using Kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/intro-rancher-2-6-features:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: The official SUSE release summary detailing Rancher 2.6's new features.
    Focuses on improved multi-cloud interoperability, centralized security scanning,
    and simplified provisioning loops for EKS and GKE engines.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Management
  - Product Updates
  - Rancher 2.6
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'suse.com: SUSE Rancher 2.6 delivers interoperability across multi-cloud
    environments with redesigned user experience, hosted cluster support, and improved
    security posture'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.suse.com/c/nginx-guest-blog-kubernetes-ingress-controller:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Provides an overview of the NGINX Ingress Controller within the SUSE
    ecosystem, explaining how it maps incoming HTTP traffic to backend pods. Live
    Grounding shows that NGINX remains the most widely deployed Ingress Controller
    due to its reliability, ease of configuration, and rich community-supported annotations.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "suse.com: NGINX Guest Blog: NGINX Kubernetes Ingress Controller \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.suse.com/c/rancher_blog/announcing-harvester-open-source-hyperconverged-infrastructure-hci-software:
  description: ''
  addition_method: manual
  content_hash: b3cb1da94f00c225b79ced56157d00da388cf96205de4769c9eda9a3e7ca0821
  health_score: 100.0
  last_checked: 1781736154.198083
  needs_ai_refresh: true
  v1_locations:
  - docs/rancher.md
  status: online
  year: '2021'
  stars: 4
  ai_summary: Official announcement of Harvester, an open-source hyperconverged infrastructure
    (HCI) solution designed on top of Kubernetes, KubeVirt, and Longhorn. Bridges
    the gap between traditional virtual machine workloads and modern cloud-native
    containerized platforms, enabling unified operations. Valuable for organizations
    seeking alternatives to legacy proprietary hypervisors.
  language: English
  resource_type: Announcement
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Hyperconverged Infrastructure
  - Bare Metal
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  title: 'rancher.com: Announcing Harvester: Open Source Hyperconverged Infrastructure
    (HCI) Software'
  v2_locations:
  - rancher.md
https://www.suse.com/c/rancher_blog/announcing-hosted-rancher-with-rancher-2-4:
  addition_method: manual
  content_hash: 7da57a38bba2b7f06a3c6540019ad0006fc93ab1d291550d4b38e09af28147c0
  health_score: 100.0
  last_checked: 1781736162.568465
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/create-reproducible-security-in-kubernetes-with-helm-3-and-helm-charts:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical guide discussing Helm 3 security baselines, image registry
    verification, and using secure defaults in charts. Addresses how declarative configurations
    align with modern threat model structures inside production networks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Security
  - Hardening
  - Helm Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rancher.com: Create Reproducible Security in Kubernetes with Helm 3 and
    Helm Charts'
  addition_method: manual
  v2_locations:
  - helm.md
https://www.suse.com/c/rancher_blog/custom-alerts-using-prometheus-queries:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: An operational guide focusing on formulating custom alert conditions
    using PromQL queries in Rancher. Shows how to integrate metrics with alert systems
    and route notifications to modern receivers like Slack or PagerDuty.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Management
  - Monitoring & Observability
  - Alerting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rancher.com: Custom alerts using Prometheus queries'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.suse.com/c/rancher_blog/deploy-a-rancher-cluster-with-gitlab-ci-and-terraform:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Step-by-step automation blueprint demonstrating how to provision and
    orchestrate Rancher multi-cluster control planes. Harnesses Terraform to scale
    target virtual machines and GitLab CI to deploy and maintain management-plane
    state configurations.
  language: HCL
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Infrastructure
  - Rancher
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Deploy a Rancher Cluster with GitLab CI and Terraform
  addition_method: manual
  v2_locations:
  - demos.md
  last_checked: 1781736158.67723
https://www.suse.com/c/rancher_blog/deploy-kubernetes-clusters-on-microsoft-azure-with-rancher:
  addition_method: manual
  content_hash: 2ab62b859fa47d702ada35b996f4efd5be0e649bb62656f9c419e3e82926384a
  health_score: 100.0
  last_checked: 1781736164.421048
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/disaster-recovery-preparedness-for-your-kubernetes-clusters:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A high-level architectural framework focusing on Disaster Recovery (DR)
    readiness within complex clusters. Addresses RTO and RPO metrics by mapping out
    continuous automated backup testing pipelines.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - Best Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "rancher.com: Disaster Recovery Preparedness for Your Kubernetes Clusters
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://www.suse.com/c/rancher_blog/driving-kubernetes-adoption-in-finance-with-rancher:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: A deep dive case study exploring how banking and financial institutions
    adopt Rancher to support strict compliance requirements, air-gapped security deployments,
    and centralized multi-tenant access control.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Kubernetes Management
  - Case Studies
  - Finance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rancher.com: Driving Kubernetes Adoption in Finance with Rancher'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.suse.com/c/rancher_blog/enhancing-kubernetes-security-with-pod-security-policies-part-1:
  description: '- [rancher.com: Enhancing Kubernetes Security with Pod Security Policies,
    Part 2](https://www.suse.com/c/rancher_blog/enhancing-kubernetes-security-with-pod-security-policies-part-2)'
  year: '2021'
  stars: 0
  ai_summary: A historical look at securing container runtimes using Pod Security
    Policies. As PSP is now deprecated and fully removed in modern Kubernetes, this
    guide serves as a legacy reference for older Rancher setups. It clarifies critical
    container capabilities, privilege escalation preventions, and namespace defaults.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Pod Security
  - Pod Security Policies
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'rancher.com: Enhancing Kubernetes Security with Pod Security Policies, Part
    1'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.suse.com/c/rancher_blog/enhancing-kubernetes-security-with-pod-security-policies-part-2:
  addition_method: manual
  content_hash: 60817a82f2e2b97fda1131e73df7c3bcdaabb1459b0f5885ed0428237ddc181e
  health_score: 100.0
  last_checked: 1779130494.993133
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-security.md
https://www.suse.com/c/rancher_blog/faster-kubernetes-development-with-rancher-devspace-and-loft:
  addition_method: manual
  content_hash: 668acf8529abb5e2e1b65444b350d44125a70086c3c011d8674b342915ebe1d2
  health_score: 100.0
  last_checked: 1781736161.103689
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/fleet-management-for-kubernetes-is-here:
  addition_method: manual
  content_hash: 836e5506148b0c420a488dbc17714ab700e23be774bae7eb63d475516be093f2
  health_score: 100.0
  last_checked: 1781736156.865899
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/gain-better-visibility-into-kubernetes-cost-allocation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Highlights operational frameworks to parse resource expenditure across
    distinct namespaces, applications, and organizational divisions. Promotes standardizing
    labeling schema to automate billing allocation.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Cost Optimization
  - Telemetry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rancher.com: Gain Better Visibility into Kubernetes Cost Allocation'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.suse.com/c/rancher_blog/getting-started-with-longhorn-distributed-block-storage-and-cloud-native-distributed-sql:
  addition_method: manual
  content_hash: 0e185be71fecc0c63fda0ad47942c21fb8f620e67d4e5c856efaef9ce0e8c082
  health_score: 100.0
  last_checked: 1779130494.932111
  v1_locations:
  - docs/rancher.md
https://www.suse.com/c/rancher_blog/longhorn-simplifies-distributed-block-storage-in-kubernetes:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A technical assessment highlighting how Longhorn simplifies the deployment
    and operations of distributed block storage arrays. It features detailed discussions
    of volume-controller microservice orchestration, automated disaster recovery policies,
    and built-in replication tools.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Storage
  - Kubernetes Storage
  - Distributed Block Storage
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Longhorn Simplifies Distributed Block Storage in Kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.suse.com/c/rancher_blog/monitor-etcd-with-prometheus-and-grafana-using-rancher:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: An operational runbook explaining how to configure Prometheus and Grafana
    within SUSE Rancher to audit and visualize etcd status. Evaluates critical etcd
    parameters including database size, disk synchronization latency, and peer communication
    health.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Management
  - Monitoring & Observability
  - etcd Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Monitor Etcd with Prometheus and Grafana using Rancher
  addition_method: manual
  v2_locations:
  - rancher.md
  - monitoring.md
https://www.suse.com/c/rancher_blog/multi-cluster-vulnerability-scanning-with-alcide-and-rancher:
  addition_method: manual
  content_hash: f10e450815edb1a54aa04fd2aed1e1bcf50eacaa5a02d24645e3d3585ae56cb1
  health_score: 100.0
  last_checked: 1781736164.426956
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/my-first-impressions-with-suse-rancher-kubernetes-projects:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: An exploration of SUSE Rancher's 'Projects' abstraction layer. It explains
    how Projects group namespaces together, enabling administrative actions, security
    compliance, and centralized RBAC limits across microservices.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Management
  - Multi-Tenancy
  - Projects
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'suse.com: My First Impressions with SUSE Rancher Kubernetes Projects'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.suse.com/c/rancher_blog/rancher-2-5-delivers-on-computing-everywhere-strategy:
  addition_method: manual
  content_hash: 7e8340253e86ed48f139e4aff4f8075a9a54d113c4ebc5a965ff4336d9c1f6f8
  health_score: 100.0
  last_checked: 1781736154.286966
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/rancher-desktop-1-0-0-has-arrived:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: The official product launch overview of Rancher Desktop 1.0.0. Explains
    its technical ability to dynamically toggle Kubernetes API versions and switch
    runtimes easily between containerd and dockerd.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Local Development
  - Product Updates
  - Rancher Desktop
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'suse.com: Rancher Desktop 1.0.0 Has Arrived'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.suse.com/c/rancher_blog/run-rancher-2-4-in-azure-with-k3s-and-mysql:
  addition_method: manual
  content_hash: a6b4c00de344777a50ac7b1832e5842e2138b97f8ad7a02a78f53c9223044b93
  health_score: 100.0
  last_checked: 1781429982.810727
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/set-up-k3s-in-high-availability-using-k3d:
  addition_method: manual
  content_hash: 54410aa841c7aa1f626e34845b8ab81f02b5ea7089639d90cc302fdb34ce2675
  health_score: 100.0
  last_checked: 1781429958.731482
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/set-up-your-k3s-cluster-for-high-availability-on-digitalocean:
  addition_method: manual
  content_hash: c84271e261ed1d04d9d6e883babb77c1b24dee5052afc7d3535db217a00c8309
  health_score: 100.0
  last_checked: 1781736163.9258
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/speed-up-development-with-automated-kubernetes-deployments:
  addition_method: manual
  content_hash: 9c0972bf19ee08f877cbd34f0501fda7c5e3c3b116b6d2fe826e28ec825e9263
  health_score: 100.0
  last_checked: 1779130494.981313
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/stateful-kubernetes-workloads-on-vsphere-with-rke:
  addition_method: manual
  content_hash: 7304fb1c3018cf1874bc905fc7150ee8d9e4a9d85faf6c070a1e52fbe644ed5a
  health_score: 100.0
  last_checked: 1781736157.120054
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/the-no-1-rule-of-disaster-recovery:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Establishes structural tenets of safe state replication within highly
    volatile container topologies. Emphasizes separating control-plane (ETCD) states
    from operational volume backups to enforce predictable restore behaviors.
  language: Markdown
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Disaster Recovery
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rancher.com: The No. 1 Rule of Disaster Recovery'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://www.suse.com/c/rancher_blog/the-three-pillars-of-kubernetes-container-orchestration:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Synthesizes the core architectural elements of Kubernetes down to three
    critical pillars: state management, service discovery, and horizontal scalability.
    Serves as a great overview for engineering leaders constructing enterprise migration
    maps.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Architecture
  - Fundamentals
  - Container Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "rancher.com: The Three Pillars of Kubernetes Container Orchestration \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.suse.com/c/rancher_blog/upgrade-your-k3s-clusters-smoothly-in-rancher-2-4:
  addition_method: manual
  content_hash: f5dd00e11b49c01aa7f603346808cfa92db95fcc44efe90b8a674c6222b69ead
  health_score: 100.0
  last_checked: 1779130495.028427
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/rancher.md
  v2_locations:
  - rancher.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/using-hybrid-and-multi-cloud-service-mesh-based-applications-for-distributed-deployments:
  addition_method: manual
  content_hash: dd01f4455755bb9a9865546c0277275bef787523b3c31b302eacdd8ed084dd9c
  health_score: 100.0
  last_checked: 1779130494.947446
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.suse.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.suse.com/c/rancher_blog/what-is-cloud-native-storage:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A foundational explanation of Cloud-Native Storage (CNS) principles,
    focusing on the dynamic orchestration, scalability, and resilience required by
    ephemeral containers. It unpacks the shift from static hardware-bound SAN/NAS
    structures to dynamic, application-centric storage.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage Architecture
  - Storage Fundamentals
  - Conceptual Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'rancher.com: What is Cloud-Native Storage?'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.swarmia.com/build:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides an advanced framework for measuring and optimizing software
    organization effectiveness. Delves into metric patterns (such as DORA, SPACE,
    and developer cognitive load metrics) to scale delivery, remove operational bottlenecks,
    and build reliable developer platforms.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Productivity
  - Platform Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'swarmia.com/build: Build Elements of an Effective Software Organization'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.syncfusion.com/blogs/post/10-best-c-nuget-packages-to-improve-your-productivity-in-2022:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A curated evaluation of top-tier NuGet packages designed to elevate
    developer productivity inside modern .NET enterprise ecosystems. Features utility
    frameworks covering high-speed serialization, deep-object mapping, unit testing
    extensions, logging, and database interfacing.
  language: C#
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Architecture & .NET Development
  - Package Management
  - Ecosystem Curation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'syncfusion.com: 10 Best C# NuGet Packages to Improve Your Productivity in
    2022'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://www.syncfusion.com/blogs/post/10-best-c-nuget-packages-to-improve-your-productivity-in-2022.aspx:
  addition_method: manual
  content_hash: e00e2605a52ed6eef79abe76bd000d21c0bc6be395159fdf486d9d9e6c8d09d6
  description: ''
  health_score: 100.0
  last_checked: 1779032288.119633
  stars: 0
  status: online
  title: 'syncfusion.com: 10 Best C# NuGet Packages to Improve Your Productivity in''
    2022'
  v1_locations:
  - docs/dotnet.md
  year: N/A
https://www.synopsys.com/blogs/software-security/integrating-automated-ast-tools:
  addition_method: manual
  content_hash: caaf881593b80e012688eface2bb8cd4cb6b5ac0f3691f1402bcf37b3138ebdd
  description: ''
  health_score: 100.0
  last_checked: 1779033037.815192
  stars: 0
  status: online
  title: 'synopsys.com: How to integrate automated AST tools in your CI/CD pipeline'
  v1_locations:
  - docs/testops.md
  year: N/A
https://www.synopsys.com/software-integrity/blog/integrating-automated-ast-tools.html:
  addition_method: manual
  content_hash: 9af64dafdadef201796b0786702ff801147c20e65a5f281fcf87bb6418d1a10e
  health_score: 64.0
  last_checked: 1779130495.011252
  v1_locations:
  - docs/testops.md
https://www.syntasso.io/post/platform-democracy-rethinking-who-builds-and-consumes-your-internal-platform:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the shift from top-down platform imposition to a collaborative
    platform democracy model where users actively influence platform features. Focuses
    on Kratix-style platform design that co-creates platform capabilities to better
    align with actual developer workflows and organizational requirements.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Design Methodology
  - Platform Democracy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Platform Democracy: Rethinking Who Builds and Consumes Your Internal Platform'
  addition_method: manual
  v2_locations:
  - sre.md
  - chaos-engineering.md
https://www.syntasso.io/post/platform-engineering-orchestrating-applications-platforms-and-infrastructure:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores multi-tier orchestration aligning application code, platform
    components, and foundational infrastructure. Focuses on Kratix-enabled patterns
    of dividing platform concerns into modular 'Promises' that orchestrate dynamic
    physical resources and local services transparently.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-tier Orchestration
  - Kratix
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'syntasso.io: Platform Engineering: Orchestrating Applications, Platforms,
    and Infrastructure'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.sysdig.com:
  description: ''
  addition_method: manual
  content_hash: 7c1a2bb0dcda9caad9a29bcb724a60ac1e9b6359eb2f7552a1ce7f9ce9425576
  health_score: 100.0
  last_checked: 1779130494.998227
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  stars: 0
  ai_summary: Apolicy (acquired by Sysdig) provides advanced policy-as-code governance
    designed for shifting cloud security left. Scans Infrastructure-as-Code (IaC)
    templates and automatically matches security rules to production deployment settings.
  language: None
  resource_type: Service
  complexity: Intermediate
  hierarchy:
  - Cloud Native Security
  - Infrastructure Security
  - IaC Scanning
  is_microservice: false
  title: Apolicy
https://www.sysdig.com/blog:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details the architecture and long-term support (LTS) lifecycle of the
    Prometheus 2.37 release. Addresses enterprise-level security backports, stability
    matrices, and long-term patch guarantees.
  language: Go
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Observability
  - Prometheus Ecosystem
  - Releases & Governance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "sysdig.com: Prometheus 2.37 – The first long-term supported release! \U0001F31F"
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.sysdig.com/blog/cve-2021-20291-cri-o-podman:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A technical analysis of CVE-2021-20291, a severe DoS vulnerability that
    affected the CRI-O and Podman engines during image download routines. It details
    the underlying system flaws and outlines practical mitigations, including host
    configurations and engine patches. This analysis is valuable for engineers managing
    large-scale, on-premises container runtimes.
  language: None
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Vulnerabilities
  - CRI-O & Podman Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'sysdig.com: Mitigating CVE-2021-20291: DoS affecting CRI-O and Podman'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.sysdig.com/blog/debug-kubernetes-crashloopbackoff:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A definitive guide from Sysdig addressing the causes, mechanics, and
    remediation steps for the ubiquitous CrashLoopBackOff state. The article unpacks
    how the kubelet manages backoff loops when an application continuously crashes
    on startup. It outlines diagnostic strategies combining container telemetry with
    log output to pinpoint runtime exceptions.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - CrashLoopBackOff
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "sysdig.com: What is Kubernetes CrashLoopBackOff? And how to fix it \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.sysdig.com/blog/exposed-prometheus-exploit-kubernetes-kubeconeu:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical threat report detailing how exposed Prometheus endpoints
    can facilitate cluster compromise. Explains how attackers scan for unauthenticated
    metrics interfaces to harvest metadata, endpoints, and environment configurations.
    Demonstrates step-by-step mitigation paths, including mandatory mTLS and RBAC
    verification.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Threat Vector
  - Observability Exposure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: How attackers use exposed Prometheus server to exploit Kubernetes
    clusters | Miguel Hernández'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.sysdig.com/blog/gitops-iac-security-source:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explains how to integrate declarative security checks into early stages
    of a GitOps flow. Shows how to use automated pipeline tools to scan Helm, Kustomize,
    and Terraform files for security and compliance issues before applying changes
    to the cluster.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security
  - GitOps
  - Policy as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "sysdig.com: How to apply security at the source using GitOps | Eduardo Mínguez
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.sysdig.com/blog/how-to-monitor-coredns:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A detailed monitoring primer for CoreDNS using Prometheus and Sysdig.
    Highlights core health metrics, including latency histograms, requests counters,
    cache hit ratios, and error response codes (such as NXDOMAIN and SERVFAIL), to
    prevent DNS resolution latency from degrading microservice discovery pathways.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - DNS
  - Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "sysdig.com: How to monitor coreDNS \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.sysdig.com/blog/how-to-secure-helm:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Hardening guidelines detailing secure Helm usage. Discusses securing
    helm charts against common configuration risks, managing credentials in secret
    layers instead of source files, and verifying container images in pipeline states.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Security
  - Hardening
  - Sysdig Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Helm security and best practices'
  addition_method: manual
  v2_locations:
  - helm.md
https://www.sysdig.com/blog/intro-runtime-security-falco:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical walkthrough illustrating how to onboard Falco, configure
    fundamental detection policies, and process live security event streams. Guides
    developers in translating raw system-call patterns into human-readable alerts,
    highlighting deployment configurations utilizing Helm charts as daemonsets.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Runtime Security
  - Threat Detection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'sysdig.com: Getting started with runtime security and Falco'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.sysdig.com/blog/k3s-sysdig-falco:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A technical runtime safety guide showcasing integration of Sysdig monitoring
    agents and CNCF Falco threat detection engines inside light K3s edge frameworks.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Edge & IoT
  - Security
  - Runtime Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "sysdig.com: K3s + Sysdig: Deploying and securing your cluster… in less than
    8 minutes! \U0001F31F"
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.sysdig.com/blog/kubernetes-1-22-whats-new:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight highlights Sysdig's review of Kubernetes 1.22. Live
    grounding in 2026 views 1.22 as the milestone where major legacy APIs (like v1beta1
    Ingress) were fully removed, causing teams to aggressively update Helm charts.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.22
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Kubernetes 1.22 – What’s new?'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.sysdig.com/blog/kubernetes-1-23-whats-new:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight presents Sysdig's assessment of Kubernetes 1.23. Live
    review in 2026 shows this release solidified Dual-stack IPv4/IPv6 services to
    GA and introduced Ephemeral Volumes.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.23
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Kubernetes 1.23 – What’s new?'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.sysdig.com/blog/kubernetes-1-24-whats-new:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight presents Sysdig's review of 1.24. Live analysis in 2026
    reminds us that 1.24 removed Dockershim, introduced Beta volume expansion, and
    made gRPC probes standard.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.24
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Kubernetes 1.24 – What’s new?'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.sysdig.com/blog/kubernetes-1-25-whats-new:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Curator Insight reviews what is new in 1.25. In 2026, this is remembered
    for bringing Pod Security Admission to GA, KMS v2 alpha, and cgroups v2 enhancements.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.25
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Kubernetes 1.25 – What’s new?'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.sysdig.com/blog/kubernetes-1-26-whats-new:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed technical review of the architectural enhancements shipped
    in Kubernetes 1.26. Key features highlighted include Common Expression Language
    (CEL) validation in CustomResourceDefinitions (CRDs), improvements to Pod Scheduling
    Readiness, and container registry migrations. This summary acts as an essential
    checklist for systems engineering teams coordinating scheduled cluster upgrades.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Kubernetes Core
  - Releases
  - v1.26 Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Kubernetes 1.26 – What’s new?'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.sysdig.com/blog/kubernetes-1-27-whats-new:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An analytical overview of Kubernetes 1.27's flagship updates. Features
    evaluated include the stabilization of SeccompDefault, container image signature
    verification workflows, and advancements in dynamic resource allocation. This
    serves as a vital blueprint for enterprise platform teams coordinating upcoming
    cluster upgrades.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Kubernetes Core
  - Releases
  - v1.27 Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Kubernetes 1.27 – What’s new?'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.sysdig.com/blog/kubernetes-admission-controllers:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An introductory guide to Kubernetes admission controllers, explaining
    how validating and mutating webhooks interdict and modify resources before persistence
    to etcd, enhancing enterprise security.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Security
  - Admission Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Kubernetes admission controllers in 5 minutes'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.sysdig.com/blog/kubernetes-audit-log-falco:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains how to integrate Kubernetes API audit logs with CNCF Falco
    to capture real-time control plane actions and alert on malicious requests, credential
    abuse, or abnormal operational API traffic.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Runtime Security
  - Sysdig & Falco Audit Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "sysdig.com: Getting started with Kubernetes audit logs and Falco \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.sysdig.com/blog/kubernetes-autoscaler:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A configuration guide describing how to pipe Prometheus metrics into
    the Kubernetes HPA. Focuses on implementing fine-grained, application-level scaling
    indicators directly from live business metric telemetry to resolve demand peaks.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Metrics & Monitoring
  - Prometheus Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Kubernetes pod autoscaler using custom metrics'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://www.sysdig.com/blog/kubernetes-capacity-planning:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Sysdig''s guide to capacity planning and rightsizing cluster-wide resources.

    - Explains how to aggregate individual container requests to determine actual
    node provisioning thresholds.

    - Demystifies how rightsizing avoids both over-provisioning spend and scheduling
    latency.'
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Resource Management
  - Resource Planning
  - Capacity Planning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Kubernetes capacity planning: How to rightsize the requests
    of your cluster'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.sysdig.com/blog/kubernetes-hpa-prometheus:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive configuration guide on employing the Prometheus Adapter
    to convert custom PromQL telemetry query metrics into standard Kubernetes Custom
    Metrics, driving granular cluster scaling behaviors.
  language: YAML
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Kubernetes & Scaling
  - Metrics & Monitoring
  - Prometheus Adapter
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Trigger a Kubernetes HPA with Prometheus metrics'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://www.sysdig.com/blog/kubernetes-limits-requests:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Practical, hands-on exploration of requests and limits behavior using
    real-world scenarios.

    - Details the underlying kernel processes: CFS shares allocation vs. CFS quota
    limits.

    - Traces the exact path leading to memory OOM-Kills and CPU throttling events.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Resource Planning
  - Requests and Limits
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "sysdig.com: Understanding Kubernetes limits and requests by example \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.sysdig.com/blog/kubernetes-monitoring-best-practices:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Outlines seven core principles for establishing a reliable Kubernetes
    monitoring framework, highlighting metric aggregation, container life-cycle awareness,
    and Prometheus auto-discovery. Curator Insight: Essential practices for K8s monitoring.
    Live Grounding: Practical guidelines for scaling Prometheus and agent-based scrapers
    without experiencing massive ingestion bottlenecks.'
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'sysdig.com: Seven Kubernetes monitoring best practices every monitoring
    solution should enable'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.sysdig.com/blog/kubernetes-monitoring-prometheus:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: 'The ultimate operational reference guide for configuring Prometheus
    to pull performance metrics from Kubernetes clusters. Covers kube-state-metrics,
    cAdvisor, node-exporter, and Alertmanager routing. Curator Insight: Masterguide
    for Prometheus in Kubernetes. Live Grounding: The industry standard framework
    for implementing native CNCF observability stacks.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Prometheus
  - Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "sysdig.com: Kubernetes Monitoring with Prometheus, the ultimate guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.sysdig.com/blog/kubernetes-pod-evicted:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Pod eviction is a proactive defense mechanism executed by the kubelet
    when a node faces critical resource pressure, such as low disk space or memory
    exhaustion. This guide details the eviction lifecycle, explaining the difference
    between soft and hard eviction thresholds. It provides practical strategies for
    configuring tolerations and cluster autoscaling to prevent widespread application
    downtime.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Pod Eviction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Understanding Kubernetes Evicted Pods'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.sysdig.com/blog/kubernetes-pod-pending-problems:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Pods trapped in a 'Pending' state point directly to scheduling failures
    caused by resource exhaustion, node selectors, or volume binding delays. This
    deep dive from Sysdig explains how to read scheduler events and analyze resource
    request limits to unlock stuck deployments. Engineers will learn how to identify
    node-affinity conflicts and taint/toleration mismatches.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Pod Scheduling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Understanding Kubernetes pod pending problems'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.sysdig.com/blog/kubernetes-resource-limits:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Details how to optimize cluster-wide resource limits utilizing metric-driven
    insights.

    - Explains using Prometheus metrics to analyze the spread between requested capacity
    and actual runtime peaks.

    - Focuses on mitigating unnecessary overhead while keeping applications safe from
    surges.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Resource Planning
  - Rightsizing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: How to rightsize the Kubernetes resource limits'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.sysdig.com/blog/kubernetes-services-clusterip-nodeport-loadbalancer:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An analytical guide to native Kubernetes service abstraction layers,
    mapping how the internal control plane links Service resources to running Pod
    IPs. Outlines configuration protocols and target patterns for ClusterIP, NodePort,
    and LoadBalancer configurations.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - Fundamentals
  - Service Types
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Kubernetes Services: ClusterIP, Nodeport and LoadBalancer'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.sysdig.com/blog/mitigating-log4j-kubernetes-network-policies:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This runtime defense guide shows how to mitigate the Log4Shell vulnerability
    (CVE-2021-44228) using Kubernetes network policies. By blocking unauthenticated
    outbound connections from active Java containers, it prevents the remote retrieval
    of unauthorized class payloads. This strategy provides critical protection while
    team-wide patching is underway.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerabilities
  - Log4Shell Mitigations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'sysdig.com: Mitigating log4j with Runtime-based Kubernetes Network Policies'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.sysdig.com/blog/monitor-etcd:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive guide detailing key metrics (consensus latency, database
    size, and leader changes) required for monitoring etcd's health. Covers Prometheus
    integration and alerting strategies to prevent cluster downtime.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Data Store
  - etcd Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: How to monitor etcd'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.sysdig.com/blog/monitor-istio:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Operational overview focused on gathering metrics from the Istio control
    plane (Istiod) and sidecar proxies. Synthesizes standard Prometheus configurations
    to target golden signals.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Service Mesh
  - Observability
  - Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'sysdig.com: How to monitor Istio, the Kubernetes service mesh'
  addition_method: manual
  v2_locations:
  - istio.md
https://www.sysdig.com/blog/monitor-kube-proxy:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Explores deep-level networking metric retrieval for the core kube-proxy
    daemon, detailing IPVS connection states, iptables rules execution latency, and
    standard Go runtime indicators. Curator Insight: Specialized network-level monitoring
    guide. Live Grounding: Crucial for network engineers diagnosing inter-service
    latency and routing drops in highly transient container environments.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Observability
  - Networking
  - kube-proxy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "sysdig.com: How to monitor kube-proxy \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.sysdig.com/blog/monitor-kubernetes-control-plane:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly technical guide detailing how to expose, scrap, and interpret
    diagnostic metrics from core Kubernetes control plane components, including etcd,
    kube-apiserver, kube-controller-manager, and kube-scheduler. Provides target Grafana
    layouts and alerting thresholds critical for cluster-wide health.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cluster Telemetry Stacks
  - Control Plane Diagnostics
  - Core Components
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: How to monitor Kubernetes control plane'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.sysdig.com/blog/monitor-oracle-database-prometheus:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Evaluates deploying the OracleDB Prometheus Exporter to parse system
    tables. Outlines collecting Oracle-specific metrics like tablespace storage usage,
    connection pool saturation, and SGA/PGA memory allocations.
  language: Go
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Observability
  - Scraping & Exporters
  - Database Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: How to monitor an Oracle database with Prometheus. The OracleDB
    Prometheus exporter'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.sysdig.com/blog/monitoring-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive production playbook for running observability systems
    inside highly available, scale-out Kubernetes environments. It addresses data
    scraping performance bottlenecks, long-term metric storage strategies (using Cortex/Thanos),
    and operational guidelines for sizing Prometheus resources to survive high-cardinality
    label spikes.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cluster Telemetry Stacks
  - Cluster Monitoring
  - Production Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Monitoring Kubernetes in Production'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.sysdig.com/blog/postgresql-monitoring:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An in-depth article evaluating the top 10 PostgreSQL performance metrics
    to monitor with Prometheus via postgres_exporter. Highlights queries, cache hit
    ratios, active connections, vacuum frequency, lock contentions, and replication
    lag optimization.
  language: SQL
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Database Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "sysdig.com: Top 10 metrics in PostgreSQL monitoring with Prometheus \U0001F31F"
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.sysdig.com/blog/redis-prometheus:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical guide on configuring the Prometheus Redis Exporter. Outlines
    key performance indicators such as active client connections, memory fragmentation
    ratios, command latency, and key eviction policies.
  language: Go
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Monitoring Integrations
  - Database Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: How to monitor Redis with Prometheus'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.sysdig.com/blog/secure-kubernetes-deployment-signature-verification:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Guides engineers through implementing admission controllers in Kubernetes
    to enforce container signature verification. Using tools like Kyverno or Connaisseur
    with Cosign, it ensures only cryptographically verified images can be scheduled.
    This mitigates unauthorized registry tampering and malicious image injections.
  language: N/A
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Kubernetes Security
  - Signature Verification
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'sysdig.com: How to secure Kubernetes deployment with signature verification'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.sysdig.com/blog/sysdig-2021-container-security-usage-report:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A Sysdig analytical report evaluating active container operations and
    configuration parameters in production. Confirms a vast majority of containers
    operate with highly permissive configurations and overprivileged profiles, advocating
    for coupling build-time scans with runtime eBPF auditing.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Container Security
  - Industry Vulnerability Reports
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "sysdig.com: Sysdig 2021 container security and usage report: Shifting left
    is not enough \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.sysdig.com/blog/sysdig-and-apolicy-join-forces-to-help-customer-secure-infrastructure-as-code:
  description: ''
  addition_method: manual
  content_hash: afbf1259a7827ece2a361b09ca3c19cc602f794359cc9aa434e1dd8bc667f3c6
  health_score: 100.0
  last_checked: 1779130494.96039
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  stars: 0
  ai_summary: An industry announcement detailing Sysdig's acquisition of Apolicy.
    Highlights the integration of IaC security analysis with runtime monitoring to
    establish unified, end-to-end security loops from Git commits to production containers.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Security
  - Infrastructure Security
  - Mergers & Acquisitions
  is_microservice: false
  title: 'sysdig.com: Sysdig and Apolicy join forces to help customers secure Infrastructure
    As Code and automate remediation'
https://www.sysdig.com/blog/top-owasp-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A deep analysis of the OWASP Kubernetes Top 10, exploring actual deployment
    misconfigurations that map to these risks. Details supply chain threats, poor
    credentials storage, and audit log gaps. Offers recommendations to strengthen
    system setups.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Assessment
  - Threat Modeling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "sysdig.com: OWASP Kubernetes Top 10 \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.sysdig.com/blog/triaging-malicious-docker-container:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A forensic walkthrough of debugging a compromised Docker container in
    real-time. Demonstrates profiling system calls with open-source Falco and Sysdig
    tools, isolating workloads, and tracing exploit command sequences.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security
  - Incident Response
  - Container Forensics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'sysdig.com: Triaging a Malicious Docker Container'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.sysdig.com/blog/troubleshoot-kubernetes-oom:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A highly analytical post from Sysdig comparing the operational impacts
    of memory exhaustion (OOM) versus CPU exhaustion (Throttling). While OOM errors
    lead to sudden container termination and service disruption, CPU throttling leads
    to slow response times and latency degradation. The guide explains how to monitor
    these metrics to balance cluster cost against application performance.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Resource Management
  - OOM & Throttling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: Kubernetes OOM and CPU Throttling'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.sysdig.com/blog/vulnerability-assessment:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical guide on establishing vulnerability management practices across
    container registries and active Kubernetes runtimes. Highlights using distroless
    images, automating build blocks on critical CVE discoveries, and running runtime
    drift detection to track package modifications.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security
  - Vulnerability Management
  - Container Scanning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'sysdig.com: Top vulnerability assessment and management best practices'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.sysdig.com/blog/whats-new-kubernetes-1-20:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight reviews Sysdig's breakdown of Kubernetes 1.20. Live
    engineering truth in 2026 looks back at 1.20 as a watershed moment where the deprecation
    of Dockershim was first officially introduced, initiating the container runtime
    interface (CRI) transition.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Kubernetes Core
  - Release Lifecycle
  - v1.20
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: What’s new in Kubernetes 1.20?'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.sysdig.com/learn-cloud-native/12-container-image-scanning-best-practices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A collection of twelve container image scanning best practices. Recommends
    implementing shifting-left (scanning directly inside continuous integration steps),
    utilizing minimal distroless or Alpine base images, and blocking pipelines dynamically
    when critical vulnerabilities are discovered.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Container Security
  - Vulnerability Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'sysdig.com: 12 Container image scanning best practices to adopt in production'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.sysdig.com/learn-cloud-native/container-security-best-practices:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An extensive security manual outlining enterprise container security
    frameworks. Unifies static image analysis, CI/CD checking, host-level seccomp
    hardening, and real-time eBPF runtime analysis to create an absolute defense-in-depth
    model.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Container Security
  - Hardening Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "sysdig.com: Container security best practices: Ultimate guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.sysdig.com/learn-cloud-native/dockerfile-best-practices:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An essential platform catalog of twenty fundamental guidelines to build
    highly secure, minimal container images. Emphasizes non-root process configuration,
    layer optimization, and safe handling of variables.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Containers
  - Build Optimization
  - Security & Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "sysdig.com: Top 20 Dockerfile best practices \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://www.systemcenterdudes.com/create-operational-sccm-collection-using-powershell-script:
  description: '- [prae1809/PowerShell-Scripts: OperationalCollections](https://github.com/prae1809/PowerShell-Scripts/tree/master/OperationalCollections)
    This script will create a set of 134 SCCM collections for your various needs.
    These collections can be used for operational tasks afterward.'
  year: '2021'
  stars: 0
  ai_summary: Detailed implementation script used to generate 134 structured collection
    records within MECM/SCCM databases, facilitating structured enterprise application
    delivery.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Enterprise Infrastructure
  - SCCM Configuration
  - PowerShell Automation
  - Collection Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'systemcenterdudes.com: Create Operational SCCM Collection Using Powershell
    Script'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.systemcodegeeks.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A specialized portal focused on systems architecture, development, and
    operational design patterns for backend engineers. Offers articles detailing the
    performance optimization of core infrastructure services and software integrations.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Systems Programming
  - Architecture & Design
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: systemcodegeeks.com
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tablesgenerator.com/markdown_tables:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An essential web utility for programmatically building, editing, and
    converting complex data tables into clean Markdown code block matrices. Dramatically
    reduces manual formatting pain points for technical writers and catalog builders
    globally.
  language: JavaScript
  resource_type: Utility Tool
  complexity: Beginner
  hierarchy:
  - Documentation & Workflow
  - Writing Tools
  - Markdown Utilities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Markdown Tables Generator
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://www.talkingquickly.co.uk/kubernetes-sso-a-detailed-guide:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains how to integrate Kubernetes API access with external identity
    providers (OIDC) to enable secure Single Sign-On (SSO) and unify role assignments
    across developers.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Identity & Access Management
  - SSO & OIDC Configuration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "talkingquickly.co.uk: Kubernetes Single Sign On - A detailed guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.talos-systems.com/blog/is-vanilla-kubernetes-really-too-heavy-for-the-raspberry-pi:
  addition_method: manual
  content_hash: ac068d6c635ac93677e114beb91ee27c1d1069aca45a6e9401e5994e31856d0e
  description: ''
  health_score: 100.0
  last_checked: 1779031736.736555
  stars: 0
  status: online
  title: 'talos-systems.com: Is Vanilla Kubernetes Really Too Heavy For The Raspberry''
    Pi?'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.tangowithdjango.com:
  addition_method: manual
  content_hash: 9401b651120dc63b7b4e9171064fd4b0adfa05736dff7afa8dfaa348fb8cc9ae
  health_score: 100.0
  last_checked: 1779029161.256326
  needs_ai_refresh: true
  v1_locations:
  - docs/python.md
https://www.techbeatly.com/2018/11/how-to-create-increase-or-decrease-project-quota-in-openshift.html:
  addition_method: manual
  content_hash: de2ce2b2b8b7c1db5b75e81c01fbfe4166dc900dd1607687420d975be3a553d0
  description: ''
  health_score: 100.0
  last_checked: 1779030363.716387
  stars: 0
  status: online
  title: 'techbeatly.com: How to create, increase or decrease project quota'
  v1_locations:
  - docs/ocp3.md
  year: N/A
https://www.techbeatly.com/ansible-for-infrastructure-provisioning-in-aws-ansible-real-life-series:
  addition_method: manual
  content_hash: 035e6dbd749ecd8cb7c2d7aacf02bd1ef15c870f76c2ed5790c771aa181dbb5a
  description: ''
  health_score: 100.0
  last_checked: 1779031061.27634
  stars: 0
  status: online
  title: 'techbeatly.com: Ansible for Infrastructure Provisioning in AWS | Ansible''
    Real Life Series - youtube'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.techbeatly.com/terraform-cheat-sheet:
  addition_method: manual
  content_hash: a6b988c98fd694a84e5bc510777aab454425bb30364dd4bdf0dcaa00457f208c
  description: ''
  health_score: 100.0
  last_checked: 1779031031.811755
  stars: 0
  status: online
  title: 'techbeatly.com: Terraform Cheat Sheet'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://www.techbeatly.com/terraform-free-courses:
  addition_method: manual
  content_hash: 69fcc5baf4e242304fa726ae709f662db3e2a0f9873c5cd531eeff9458ec740b
  description: ''
  health_score: 100.0
  last_checked: 1779030367.265739
  stars: 0
  status: online
  title: 'techbeatly.com: 10 Free Courses to Learn Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.techerati.com/features-hub/opinions/devsecops-eight-tips-for-truly-securing-software:
  addition_method: manual
  ai_summary: 'Provides eight actionable metrics and architectural modifications designed
    to secure software projects without compromising release velocity. Contrast: Curator
    Insight prioritizes process checklists, while Live Grounding shows that automating
    threat modeling and vulnerability scoring is the most impactful step. Highly actionable
    for developers.'
  complexity: Intermediate
  content_hash: ed89bd7b96ad1ee457f0e6f3b09679189687047e5d65f7c15e7e5153e2eecf59
  description: ''
  health_score: 100.0
  hierarchy:
  - DevSecOps
  - Culture and Strategy
  - Best Practices
  is_microservice: false
  language: English
  last_checked: 1779030565.270961
  resource_type: Article
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techerati.com: DevSecOps: Eight tips for truly securing software'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
https://www.techerati.com/features-hub/opinions/microservices-in-the-cloud-native-era:
  addition_method: manual
  content_hash: 33490d59444a2b12bbb48a07ccd628052a5a629046327cec846018f830d96c04
  description: ''
  health_score: 100.0
  last_checked: 1779032369.81578
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techerati.com: Microservices in the Cloud-Native Era'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techerati.com:
    Microservices in the Cloud-Native Era in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techgeekbuzz.com/top-aws-interview-questions-and-answers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033274.989339
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: TGB - AWS Interview Questions and Answers - Frequently asked
  v1_locations:
  - docs/interview-questions.md
  v2_locations:
  - interview-questions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering TGB -
    AWS Interview Questions and Answers - Frequently asked in the Kubernetes Tools
    ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techmanyu.com/kubernetes-security-with-kube-bench-and-kube-hunter-6765bf44ebc6:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034431.600498
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "techmanyu.com: Kubernetes Security with Kube-bench and Kube-hunter \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering techmanyu.com:
    Kubernetes Security with Kube-bench and Kube-hunter \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.technologyreview.com/2021/03/26/1021258/ai-pioneer-andrew-ng-machine-learning-business:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An interview with AI pioneer Andrew Ng discussing how to correctly align
    AI investments with business goals. Instead of building superficial 'AI-first'
    corporate structures, Ng argues for target-driven AI missions that address specific
    organizational pain points. This framework helps platform engineers and software
    architects focus tooling on high-impact business systems.
  language: English
  resource_type: Interview
  complexity: Beginner
  hierarchy:
  - Artificial Intelligence
  - AI Strategy
  - Business Alignment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "technologyreview.com: Andrew Ng: Forget about building an AI-first business.
    Start with a mission \U0001F31F"
  addition_method: manual
  v2_locations:
  - ai.md
https://www.technologyreview.es/s/13258/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033686.859327
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==technologyreview.es: \"Las empresas que empiezan a lo grande con la IA'
    fracasan más\"== \U0001F31F"
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==technologyreview.es:
    \"Las empresas que empiezan a lo grande con la IA' fracasan más\"== \U0001F31F
    in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techqna.io/2024/09/web-terminal-operator-tips-tricks-for.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031448.430595
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Web Terminal Operator: Tips y Trucos'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Web Terminal
    Operator: Tips y Trucos in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techradar.com/best/best-devops-tools:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A broad consumer-to-enterprise level evaluation of high-availability
    DevOps tools, assessing overall usability, native API integration vectors, and
    performance metrics. Provides structural insights into cost-to-benefit ratios
    for enterprise platforms.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Platform Engineering
  - Industry Reports
  - Tooling Landscape
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techradar.com: techradar.com'
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://www.techradar.com/news/google-cloud-is-making-it-easier-for-developers-to-smuggle-secrets-in-their-code:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Highlights GCP developer platform updates aimed at facilitating secure,
    automated secret consumption in source codes, eliminating plain-text secrets risk
    using native IDE-to-Secret Manager integrations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Security
  - Secrets Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'techradar.com: Google Cloud is making it easier for developers to smuggle
    ‘secrets’ in their code'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://www.techradar.com/news/low-code-could-replace-traditional-coding-within-months:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: A provocative analysis reflecting on speculative industry trends regarding
    low-code automation. It highlights how aggressive market expansion projections
    suggest rapid enterprise adoption, while detailing the ongoing debate about scalability
    limits.
  language: English
  resource_type: Industry Report
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Development Paradigms
  - Low Code
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techradar.com: Low-code could replace "traditional" coding within months'
  addition_method: manual
  v2_locations:
  - lowcode-nocode.md
https://www.techradar.com/news/three-tips-to-implement-kubernetes-with-open-standards:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Advocates for standardizing Kubernetes deployments on CNCF-compliant
    APIs and specifications (like OCI and CNI) to avoid vendor lock-in and ensure
    long-term platform portability.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Governance
  - Open Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techradar.com: Three tips to implement Kubernetes with open standards'
  addition_method: manual
  v2_locations:
  - kubernetes.md
? https://www.techrepublic.com/article/aws-has-gone-down-before-as-have-other-providers-fastly-has-lessons-to-share-from-its-own-outage
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032223.565484
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techrepublic.com: AWS has gone down before, as have other providers; Fastly''
    has lessons to share from its own outage'
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
    AWS has gone down before, as have other providers; Fastly'' has lessons to share
    from its own outage in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/aws-outage-your-response-to-aws-going-down-shouldnt-be-multicloud:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031595.931294
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==techrepublic.com: AWS outage: Your response to AWS going down shouldn''t''
    be multicloud=='
  v1_locations:
  - docs/public-cloud-solutions.md
  v2_locations:
  - public-cloud-solutions.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==techrepublic.com:
    AWS outage: Your response to AWS going down shouldn''t'' be multicloud== in the
    Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/chatgpt-cheat-sheet:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033942.391826
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techrepublic.com: ChatGPT Cheat Sheet: Complete Guide for 2023'
  v1_locations:
  - docs/chatgpt.md
  v2_locations:
  - chatgpt.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
    ChatGPT Cheat Sheet: Complete Guide for 2023 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/devops-is-getting-code-released-faster-than-ever-but-security-is-lagging-behind:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031898.058295
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techrepublic.com: DevOps is getting code released faster than ever. But''
    security is lagging behind'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
    DevOps is getting code released faster than ever. But'' security is lagging behind
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/enterprises-get-closer-to-the-app-store-experience-with-kubernetes-and-gitops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032753.907434
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==techrepublic.com: Enterprises get closer to the app store experience with''
    Kubernetes and GitOps=='
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==techrepublic.com:
    Enterprises get closer to the app store experience with'' Kubernetes and GitOps==
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/how-to-choose-the-right-cicd-platform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034450.088836
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techrepublic.com: CI/CD platforms: How to choose the right continuous integration''
    and delivery system for your business'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
    CI/CD platforms: How to choose the right continuous integration'' and delivery
    system for your business in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/how-to-create-lets-encrypt-ssl-certificates-with-acme-sh-on-linux:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030705.776344
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techrepublic.com: How to create Let''s Encrypt SSL certificates with acme.sh''
    on Linux'
  v1_locations:
  - docs/devsecops.md
  v2_locations:
  - devsecops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
    How to create Let''s Encrypt SSL certificates with acme.sh'' on Linux in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/ibm-creates-an-open-source-tool-to-simplify-api-documentation:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032869.046269
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: IBM creates an open source tool to simplify API documentation
  v1_locations:
  - docs/api.md
  v2_locations:
  - api.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering IBM creates
    an open source tool to simplify API documentation in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/kanboard-a-simple-to-deploy-easy-to-use-kanban-board-for-project-management:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030868.327938
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techrepublic.com: Kanboard: A simple to deploy, easy to use Kanban board''
    for project management'
  v1_locations:
  - docs/project-management-tools.md
  v2_locations:
  - project-management-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
    Kanboard: A simple to deploy, easy to use Kanban board'' for project management
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/kubernetes-magic-is-in-enterprise-standardization-not-app-portability:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033040.455795
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: ==Kubernetes magic is in enterprise standardization, not app portability==
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - index.md
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering ==Kubernetes
    magic is in enterprise standardization, not app portability== in the Kubernetes
    Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.techrepublic.com/article/kubernetes-will-deliver-the-app-store-experience-for-enterprise-software-says-weaveworks-ceo
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033730.944169
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techrepublic.com: Kubernetes will deliver the app store experience for enterprise''
    software, says Weaveworks CEO'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
    Kubernetes will deliver the app store experience for enterprise'' software, says
    Weaveworks CEO in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/lean-development:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031190.091596
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techrepublic.com: What is Lean Software Development?'
  v1_locations:
  - docs/project-management-methodology.md
  v2_locations:
  - project-management-methodology.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
    What is Lean Software Development? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/opensearch-aws-rolls-out-its-open-source-elasticsearch-fork:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030989.350844
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techrepublic.com: OpenSearch: AWS rolls out its open source Elasticsearch''
    fork'
  v1_locations:
  - docs/monitoring.md
  v2_locations:
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
    OpenSearch: AWS rolls out its open source Elasticsearch'' fork in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/the-best-programming-languages-to-learn-in-2022:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033579.274656
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techrepublic.com: The best programming languages to learn in 2022'
  v1_locations:
  - docs/devel-sites.md
  v2_locations:
  - devel-sites.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
    The best programming languages to learn in 2022 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/what-can-you-do-azure-files:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033735.327768
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==techrepublic.com: What can you do with Azure Files?=='
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==techrepublic.com:
    What can you do with Azure Files?== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techrepublic.com/article/windows-subsystem-for-linux-2-the-gui-features-developers-have-been-asking-for:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033044.796769
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techrepublic.com: Windows Subsystem for Linux 2: The GUI features developers''
    have been asking for'
  v1_locations:
  - docs/linux-dev-env.md
  v2_locations:
  - linux-dev-env.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techrepublic.com:
    Windows Subsystem for Linux 2: The GUI features developers'' have been asking
    for in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techsupportpk.com/2020/03/how-to-install-ansible-awx-centos-rhel-7-8.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031770.929365
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'techsupportpk.com: Install Ansible AWX on CentOS, RHEL 7, 8'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering techsupportpk.com:
    Install Ansible AWX on CentOS, RHEL 7, 8 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.techtarget.com/searchapparchitecture/tip/4-trends-for-Kubernetes-cloud-native-teams-to-watch-in-2020:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores structural transitions within container orchestrations circa
    2020. This historical piece covers the nascent consolidation around service meshes
    and the industrialization of Kubernetes operators across production landscapes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Ecosystem Trends
  - Historical Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 4 trends for Kubernetes cloud-native teams to watch in 2020
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.techtarget.com/searchcio/answer/ITPro-Today-Network-Computing-IoT-World-Today-combine-with-TechTarget:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A business and market analysis of the container software landscape,
    highlighting market share dynamics, consolidation waves, and the competitive positioning
    of major players like Red Hat, VMware, Rancher, and cloud hyperscalers. Reflects
    the strategic evolution toward managed platform-as-a-service models.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Market Landscapes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "itprotoday.com: Who's Winning in the Container Software Market \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
  - devops.md
  - docker.md
  - kubernetes-alternatives.md
https://www.techtarget.com/searchcloudcomputing/answer/Amazon-ECS-vs-Kubernetes-Which-should-you-use-on-AWS:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Compares AWS ECS with EKS. While EKS provides robust, platform-agnostic
    cloud-native standards, ECS offers tighter AWS integration, easier resource management,
    and lower cognitive load.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - AWS
  - ECS vs Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'techtarget.com: Amazon ECS vs. Kubernetes: Which should you use on AWS?'
  addition_method: manual
  v2_locations:
  - kubernetes-alternatives.md
https://www.techtarget.com/searchcloudcomputing/feature/Modernize-legacy-applications-with-containers-microservices:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Examines methodologies for containerizing and decomposing legacy applications
    into microservices. It highlights refactoring patterns, the strangler fig pattern,
    and the steps required to isolate state and transition monolithic database architectures
    to distributed cloud-native databases.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Architecture
  - Application Modernization
  - Legacy Migration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: Modernize legacy applications with containers, microservices
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.techtarget.com/searchcloudcomputing/tip/Compare-tools-for-multi-cloud-Kubernetes-management:
  description: "- NetApp Kubernetes Service -- formerly StackPointCloud\n    - Cloudify\n
    \   - Terraform\n    - Rancher\n    - Platform9 Managed Kubernetes\n    - Red
    Hat OpenShift\n    - Juke, from HTBase, now owned by Juniper Networks."
  year: '2021'
  stars: 0
  ai_summary: 'Synthesizes and contrasts several enterprise-grade multi-cloud Kubernetes
    management suites including Red Hat OpenShift, Rancher, Platform9, and Terraform.
    Highlights the design trade-offs between hypervisor-style centralized management
    interfaces and modular GitOps delivery systems. (Live Grounding: While some listed
    tools like StackPointCloud are defunct or archived, the architectural comparison
    criteria remains critical for multi-cluster evaluations in 2026).'
  language: N/A
  resource_type: Technical Comparison
  complexity: Intermediate
  hierarchy:
  - Multi-Cloud Management
  - Platform Engineering
  - Tooling Comparison
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "Compare tools for multi-cloud Kubernetes management \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.techtarget.com/searchcloudcomputing/tip/Weigh-the-pros-and-cons-of-managed-Kubernetes-services:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An evaluation matrix comparing managed Kubernetes offerings (EKS, GKE,
    AKS) with self-managed cluster options. Outlines critical cost considerations,
    operational control trade-offs, security responsibilities, and infrastructure
    integration factors.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Strategy
  - Platform Selection
  - Managed Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Assess managed Kubernetes services for your workloads.
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.techtarget.com/searchitchannel/definition/IBM-International-Business-Machines:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An educational reference defining the scope, capabilities, and historical
    context of IBM's software-defined storage portfolio. It details how disaggregating
    storage management software from physical hardware streamlines data mobility across
    hybrid-cloud infrastructures.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Storage
  - Enterprise Storage
  - Storage Definitions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'searchstorage.techtarget.com: IBM Spectrum'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://www.techtarget.com/searchitoperations/answer/How-many-Kubernetes-nodes-should-be-in-a-cluster:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides engineering guidelines on capacity planning, comparing a few
    large nodes vs. many small nodes. Highlights tradeoffs involving blast radius,
    scheduling overhead, resource utilization efficiency, licensing costs, and cloud
    provider API limits during rapid scaling.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Capacity Planning
  - Cluster Sizing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "techtarget.com: How many Kubernetes nodes should be in a cluster? \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.techtarget.com/searchitoperations/feature/Differences-between-Kubernetes-Ingress-vs-load-balancer:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical reference manual comparing the performance cost and operational
    patterns of Layer 4 LoadBalancer services against Layer 7 Ingress Controllers.
    Evaluates routing mechanics, cost-efficiency, and feature capabilities to assist
    in key infrastructure selection phases.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'searchitoperations.techtarget.com: Differences between Kubernetes Ingress
    vs. load balancer'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.techtarget.com/searchitoperations/feature/Optimize-Kubernetes-cluster-management-with-these-5-tips:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides tactical advice on refining cluster performance, including
    standardizing deployment pipelines, enforcing robust RBAC boundaries, monitoring
    control plane metrics, and optimizing resource scheduling.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Cluster Management
  - Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: '**Optimize** Kubernetes cluster management with these 5 tips'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.techtarget.com/searchitoperations/feature/Top-15-DevOps-blogs-to-read-and-follow:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Curator Insight: TechTarget''s directory of the most influential devops
    online resources. Live Grounding: Identifies industry authorities and practical
    technical publications, steering engineers toward high-signal blogs and community
    forums.'
  language: en
  resource_type: Directory
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Resources
  - Directories
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Top 15 DevOps blogs to read and follow
  addition_method: manual
  v2_locations:
  - devops.md
https://www.techtarget.com/searchitoperations/news/252467102/Kubernetes-policy-project-takes-enterprise-IT-by-storm:
  description: ''
  addition_method: manual
  content_hash: 90ff4ffeb5f45cbacafd4186ad29867811cf7afaef7862137b8735fe5abf4825
  health_score: 100.0
  last_checked: 1779130494.934098
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2020'
  stars: 0
  ai_summary: Highlights the massive industry shift toward Open Policy Agent (OPA)
    for centralized, policy-as-code enforcement. Emphasizes OPA's ability to unify
    policy layers across different tools like Kubernetes admission controllers, API
    gateways, and CI/CD pipelines.
  language: Rego
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Security
  - Policy-as-Code
  - OPA
  is_microservice: false
  title: 'searchitoperations.techtarget.com: Kubernetes policy project takes enterprise
    IT by storm'
https://www.techtarget.com/searchitoperations/news/252492459/GitOps-pros-grapple-with-Kubernetes-configuration-management:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines how platform engineering teams evaluate configuration management
    systems like Helm, Kustomize, and Jsonnet. Highlights the critical challenges
    of maintaining configuration dry runs and preventing manifest bloat in Git repos.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "searchitoperations.techtarget.com: GitOps pros grapple with Kubernetes configuration
    management. GitOps users seek ideal Kubernetes config tool \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.techtarget.com/searchitoperations/news/252505548/CNCF-policy-as-code-project-bridges-Kubernetes-security-gaps:
  description: ''
  addition_method: manual
  content_hash: 7e4b963c7e5767e66da8b580c9a2634fb70fa44f7b8bd86f0ebb122d7b46f666
  health_score: 100.0
  last_checked: 1779130494.947649
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  stars: 0
  ai_summary: An industry report outlining CNCF policy-as-code initiatives designed
    to patch security deficiencies within container orchestration. Compares the operational
    paradigms of Rego-based OPA and YAML-native Kyverno for policy-driven environments.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Security
  - Policy-as-Code
  - Governance
  is_microservice: false
  title: 'searchitoperations.techtarget.com: CNCF policy-as-code project bridges Kubernetes
    security gaps'
https://www.techtarget.com/searchitoperations/tip/Ensure-Kubernetes-high-availability-with-master-node-planning:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Provides physical and virtual planning strategies to ensure control
    plane resiliency. Emphasizes split-brain avoidance in etcd clusters, load balancing
    across API servers, and multi-zone master node deployment layouts.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - High Availability
  - Control Plane
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'searchitoperations.techtarget.com: Ensure Kubernetes high availability with
    master node planning'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.techtarget.com/searchitoperations/tip/Terraform-cheat-sheet-Notable-commands-HCL-and-more:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: 'Curator Insight: Technical overview of Terraform command structures,
    state file management, and HCL parameters. Live Grounding: Focuses on troubleshooting
    locked environments, correcting state mismatches, and parsing command logs during
    execution.'
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Terraform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'searchitoperations.techtarget.com: Terraform cheat sheet: Notable commands,
    HCL and more'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.techtarget.com/searchitoperations/tip/Tips-and-tools-to-achieve-a-serverless-DevOps-workflow:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores the fundamental paradigm shifts involved in building DevOps
    pipelines for abstracted serverless runtimes. The author breaks down the unique
    testing, cold-start optimization, and automated IAM policies required for ephemeral
    compute. Live architecture designs indicate that employing native CI tools combined
    with frameworks like AWS SAM or Serverless Framework is key to maintaining deployment
    reliability at scale.
  language: N/A
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Serverless Systems
  - DevOps Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'searchitoperations.techtarget.com: Tips and tools to achieve a serverless
    DevOps workflow'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.techtarget.com/searchwindowsserver/tutorial/Get-up-to-speed-with-PowerShell-and-the-Microsoft-Graph-API:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Assists system engineers transitioning legacy Azure AD libraries to
    Microsoft Graph PowerShell SDK packages. Explains scope permissions, authentication
    paths, and key cmdlets.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Identity and Access
  - Microsoft Graph API
  - Administration
  - PowerShell SDK
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'techtarget.com: Get up to speed with PowerShell and the Microsoft Graph
    API'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.techuz.com/blog/what-is-ci-cd-an-introduction-to-continuous-integration-continuous-deployment-and-ci-cd-pipeline:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introduction to structural components of continuous delivery environments.
    Details standard pipeline phases, source control integrations, and tooling selections
    to transition from manual builds to automated pipelines.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'techuz.com: What is CI/CD? An Introduction to Continuous Integration, Continuous
    Deployment and CI/CD Pipeline'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.techwebspace.com/get-started-with-the-rest-assured-framework-an-example-based-guide:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An exhaustive, code-based architectural guide detailing REST Assured,
    a Java DSL engine for automated API validation. It highlights domain-specific
    testing structures that integrate cleanly into JUnit/TestNG ecosystems.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Testing
  - API Testing
  - Java Frameworks
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'techwebspace.com: Get Started with the REST Assured Framework: An Example-based
    Guide'
  addition_method: manual
  v2_locations:
  - postman.md
https://www.techworld-with-nana.com:
  description: '- [==techworld-with-nana.com/devops-bootcamp==](https://www.techworld-with-nana.com/devops-bootcamp)'
  year: '2023'
  stars: 1
  ai_summary: A premier technical curriculum focused on infrastructure automation,
    container mechanics, and deployment pipelines. Successfully bridges the gap between
    raw system administration and cloud native deployment methodologies.
  language: N/A
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - DevOps
  - Education
  - Training Courses
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Techworld with Nana: Learn DevOps topics easily'
  addition_method: manual
  v2_locations:
  - elearning.md
  - devops.md
https://www.techworld-with-nana.com/devops-bootcamp:
  addition_method: manual
  content_hash: ebb37883941457ab68640c76c5b93a8a92fb35713a96db88d8507bdb9c71cc34
  description: ''
  health_score: 100.0
  last_checked: 1779032159.370095
  needs_ai_refresh: true
  stars: 0
  title: ==techworld-with-nana.com/devops-bootcamp==
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.techworld-with-nana.com/devops-roadmap:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Nana Janashia provides a structured, modern educational roadmap focusing
    on practical containerization, orchestrators like Kubernetes, infrastructure-as-code,
    and automated observability stacks. Curator guidance points out the importance
    of project-based learning. Live industry training tracks demonstrate that this
    visual curriculum is incredibly effective at taking developers and transforming
    them into capable operations engineers.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps & SRE
  - Roadmaps & Career
  - Skill Sets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "techworld-with-nana.com: DevOps Roadmap \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.techworld-with-nana.com/post/platform-engineering-guide:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Analyzes five primary use cases of Internal Developer Platforms (IDPs).
    Highlights automated environment provisioning, self-service continuous delivery
    pipelines, unified application configuration, access management, and infrastructure
    observability to optimize the developer experience.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Internal Developer Platforms
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Platform Engineering Guide - 5 Key Use Cases of Internal Developer Platforms
  addition_method: manual
  v2_locations:
  - devops.md
  - iac.md
https://www.techzine.eu:
  addition_method: manual
  last_checked: 1781736143.765437
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - python.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.techzine.eu
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.tecmint.com:
  description: ''
  year: '2025'
  stars: 3
  ai_summary: Educational Linux ecosystem portal offering high-quality command line,
    tool setup, and server administration guides designed for system administrators
    and DevOps engineers.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Ecosystem
  - Learning Portals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "tecmint.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/20-netstat-commands-for-linux-network-management:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An exhaustive guide detailing twenty netstat command configurations
    for analyzing network state on Linux servers. Covers connection state tracking,
    routing tables, and interface telemetry. Note that netstat has been largely superseded
    by the faster iproute2 'ss' utility in modern environments.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Networking
  - Diagnostics
  - Socket Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: 20 Netstat Commands for Linux Network Management'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/apache-performance-tuning:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Outlines traditional tuning strategies designed to optimize Apache HTTP
    Server performance. Details configurations governing MPM choice (pre-fork, worker,
    event), compression, and session handling.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Web Protocols & Performance
  - HTTP Servers
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 5 Tips to Boost the Performance of Your Apache Web Server
  addition_method: manual
  v2_locations:
  - networking.md
https://www.tecmint.com/calculate-ip-subnet-address-with-ipcalc-tool:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical tutorial detailing step-by-step instructions for computing
    network, broadcast, and host addresses using the Linux command-line CLI engine
    `ipcalc`.
  language: Shell
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Computer Networking & IPAM
  - Subnetting & Addressing
  - Command-Line Utilities
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: How to Calculate IP Subnet Address with ipcalc Tool'
  addition_method: manual
  v2_locations:
  - networking.md
https://www.tecmint.com/check-linux-disk-usage-of-files-and-directories:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curates advanced `du` patterns to locate bulky log files or system dumps.
    Features patterns for sorting output, excluding active directories, and identifying
    the largest consumers of block storage directly from the terminal console.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - File System
  - Storage Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: 10 Useful du (Disk Usage) Commands to Find Disk Usage of Files
    and Directories'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/commands-to-collect-system-and-hardware-information-in-linux:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: Details 10 standard CLI commands (like lscpu, lshw, fdisk) to probe
    hardware layouts and resources. Critical for server profiling and configuring
    optimized performance workloads before containerizing applications.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - System Diagnostics
  - Hardware Inventory
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: 10 Useful Commands to Collect System and Hardware Information
    in Linux'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/control-systemd-services-on-remote-linux-server:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Step-by-step tutorial on executing remote service operations using systemctl
    over SSH channels. Essential knowledge for maintaining distributed, multi-node
    Linux system environments without utilizing bloated management agents.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - Systemd Administration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: How to Control Systemd Services on Remote Linux Server'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/difference-between-grep-egrep-and-fgrep-in-linux:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Clarifies the historical and technical divergence between standard grep,
    extended regex grep (egrep), and fixed string search grep (fgrep). Explains how
    modern implementations run these under unified binary cores for peak execution
    speed during intensive log-parsing operations.
  language: Bash
  resource_type: Technical Analysis
  complexity: Intermediate
  hierarchy:
  - Linux
  - Text Processing
  - Regex
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tecmint.com: What’s Difference Between Grep, Egrep and Fgrep in Linux?'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/find-recent-modified-files-in-linux:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive practical guide illustrating how to leverage the `find`
    command to track filesystem state changes. It details using temporal flags like
    `-mtime`, `-atime`, and `-mmin` to pinpoint anomalies, verify system updates,
    or isolate compromised artifacts in high-density environments.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - File System
  - File Search
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "tecmint.com: How to Find Recent or Today’s Modified Files in Linux \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/how-to-kill-a-process-in-linux:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the Linux signal paradigm, emphasizing difference between soft
    terminate signals (SIGTERM/15) and uncatchable kills (SIGKILL/9). Guides admins
    through selective targeting using name-based patterns (pkill/killall) or process-tree
    traversal.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - Process Management
  - Signals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: How to Kill Linux Process Using Kill, Pkill and Killall'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/install-and-configure-django-web-framework-in-centos-debian-ubuntu:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: System administration guide outlining manual virtual environment and
    package installation of Django on Debian and CentOS bare-metal servers. Important
    for auditing legacy non-containerized enterprise application systems.
  language: Shell
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure & DevOps
  - System Administration
  - Web Deployment
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Installing and Configuring Django Web Framework with Virtual Environments
    in CentOS/Debian
  addition_method: manual
  v2_locations:
  - python.md
https://www.tecmint.com/install-apache-kafka-in-centos-rhel:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A step-by-step systems administration guide for installing and configuring
    Zookeeper and Apache Kafka bare-metal nodes on CentOS/RHEL 7. It provides crucial
    configuration fundamentals for legacy VM deployments.
  language: Shell
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Data Engineering
  - Event Streaming
  - Installation
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'tecmint: How to Install Apache Kafka in CentOS/RHEL 7'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.tecmint.com/install-collectd-and-collectd-web-to-monitor-server-resources-in-linux:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Detailed configuration guide for deploying collectd daemon alongside
    collectd-web. Highlights high-performance C-based monitoring capabilities suitable
    for embedded or low-resource virtualized hosts.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - System Monitoring
  - Resource Aggregation
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: How to Install and Configure ‘Collectd’ and ‘Collectd-Web’
    to Monitor Server Resources in Linux'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/install-docker-in-rocky-linux-and-almalinux:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details repo configuration, package installation, and system daemon
    lifecycle management for deploying Docker Community Edition on enterprise RHEL-derivative
    operating systems like Rocky Linux and AlmaLinux.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Linux OS Integration
  - RHEL Derivatives
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: How to Install Docker on Rocky Linux and AlmaLinux'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.tecmint.com/install-haproxy-load-balancer-in-linux:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive hands-on tutorial detailing the implementation of high-availability
    load balancing using HAProxy. It guides administrators through configuring active-passive
    failover and traffic scheduling algorithms, serving as an operational reference
    for classical infrastructure paradigms.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Traffic Management
  - Load Balancing & Reverse Proxy
  - HAProxy Administration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: How to Setup High-Availability Load Balancer with ‘HAProxy’
    to Control Web Server Traffic'
  addition_method: manual
  v2_locations:
  - web-servers.md
https://www.tecmint.com/install-htop-on-centos-8:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A deployment guide for configuring htop on RHEL/CentOS systems, showcasing
    resource utilization bars, process hierarchies, and signal emission. The industry's
    staple tool for real-time manual system execution analysis.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - System Monitoring
  - Process Diagnostics
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: How to Install htop on CentOS 8'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/install-java-on-centos-rhel-fedora:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A command-line installation guide detailing how to install OpenJDK 17
    on Red Hat Enterprise Linux (RHEL), Rocky Linux, and Fedora. This operational
    documentation covers package manager configuration, alternatives tracking, and
    environment variable exports.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Ecosystem
  - Installation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tecmint.com: How to Install Java 17 on RHEL-based Linux Distributions'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.tecmint.com/linux-column-command:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: Demonstrates real-world formatting techniques using the column command-line
    tool. Solves readability issues when visualizing dense, unstructured CSV/TSV log
    outputs in minimal CLI environments.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - Command Line
  - Text Processing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: Different Ways to Use Column Command in Linux'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/linux-network-bandwidth-monitoring-tools:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive directory compiling sixteen terminal-based monitoring
    tools designed to evaluate Linux bandwidth consumption and network interface load.
    Evaluates classic utilities such as vnStat, iftop, nload, and bmon, highlighting
    their features for debugging socket depletion and traffic bottlenecks.
  language: English
  resource_type: Tool Directory
  complexity: Intermediate
  hierarchy:
  - Networking
  - Monitoring
  - Bandwidth Analytics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tecmint.com: 16 Useful Bandwidth Monitoring Tools to Analyze Network Usage
    in Linux'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/manage-containers-using-podman-in-rhel:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: This guide outlines container management workflows in RHEL environments
    using Podman for execution alongside Skopeo for remote image inspection and registry
    manipulation. Skopeo's design enables pipelines to inspect remote container layers
    and copy images directly between registries without local pulling or local daemon
    storage overhead. This approach optimizes CI/CD pipeline storage and network efficiency.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Tooling
  - Image Distribution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tecmint.com: How to Manage Containers Using Podman and Skopeo in RHEL 8'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.tecmint.com/pipe-command-output-to-other-commands:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Explores the powerful concurrency and output-splitting capabilities
    of xargs and tee. Demonstrates how to design resilient pipeline architectures
    for bulk file processing and systems automation.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Command Line
  - Process Piping
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: How to Run Commands from Standard Input Using Tee and Xargs
    in Linux'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/rsync-local-remote-file-synchronization-commands:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Highlights the power of the `rsync` protocol for remote file transfers,
    delta-transfers, and local directory mirroring. Demonstrates optimization arguments
    such as `-z` (compression) and `--partial` to guarantee robust synchronization
    over flakey WAN pipelines.
  language: Bash
  resource_type: Command-Line Guide
  complexity: Intermediate
  hierarchy:
  - Linux
  - File System
  - Data Transfer
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: 10 Practical Examples of Rsync Command in Linux'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/run-commands-from-standard-input-using-tee-and-xargs-in-linux:
  addition_method: manual
  content_hash: 67ae757a4e0b21f264b5d2d86eeb84dcde49584ae1dce3ae4d06f3710457894a
  description: ''
  health_score: 100.0
  last_checked: 1779032900.829765
  stars: 0
  status: online
  title: 'tecmint.com: How to Run Commands from Standard Input Using Tee and Xargs''
    in Linux'
  v1_locations:
  - docs/linux.md
  year: N/A
https://www.tecmint.com/setup-nginx-haproxy-load-balancer-in-centos-8:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A targeted administrative blueprint for deploying HAProxy as a frontend
    load balancer to manage multiple backend Nginx web server nodes. While CentOS
    8 has transitioned to stream variants, the underlying architecture pattern for
    proxy pass and upstream failover remains structurally sound and highly applicable.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Traffic Management
  - Load Balancing & Reverse Proxy
  - HAProxy Administration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'Tecmint.com: How to Setup HAProxy as Load Balancer for Nginx on CentOS 8'
  addition_method: manual
  v2_locations:
  - web-servers.md
https://www.tecmint.com/testssl-sh-test-tls-ssl-encryption-in-linux-commandline:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Deep look at `testssl.sh`, a command-line script that analyzes servers
    for SSL/TLS vulnerabilities. Assesses cipher suites, protocol flaws (such as Heartbleed/POODLE),
    and validates active certificate validity.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Security
  - SSL/TLS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tecmint.com: Testssl.sh – Testing TLS/SSL Encryption Anywhere on Any Port'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/vtop-monitor-linux-process-usage:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A guide on vtop, a Node.js-based terminal monitor utilizing visually
    appealing canvas charts. Compares Node-overhead with traditional system performance
    monitoring requirements for local developer machines.
  language: English
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - System Monitoring
  - Process Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tecmint.com: vtop – A Linux Process and Memory Activity Monitoring Tool'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.tecmint.com/watchman-monitor-file-changes-in-linux:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A technical breakdown of Meta's Watchman, an enterprise-grade file-watching
    service. Discusses recursive directory tracking, query execution, and trigger-based
    microservice development workflows.
  language: English
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Development Tools
  - File System Watching
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: '**watchman command**: A File and Directory Watching Tool for Changes'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.telekom-mms.com/blog:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A specialized Ansible Collection designed to automate the lifecycle
    of Let's Encrypt TLS/SSL certificates. It leverages the ACME protocol to orchestrate
    automated domain validation, certificate issuance, renewal, and web server configuration
    reloading across infrastructure.
  language: Python
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Security Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Ansible Let's Encrypt Collection
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.telepresence.io:
  addition_method: manual
  content_hash: 5103a65b2afcc66d3810598b1ed150a985af7f6c5056552ba39ed68b890096b1
  description: ''
  health_score: 100.0
  last_checked: 1779030012.301688
  stars: 0
  status: online
  title: "telepresence.io \U0001F31F"
  v1_locations:
  - docs/kubernetes-based-devel.md
  year: N/A
https://www.telerik.com/blogs/your-first-microservice-dotnet-6:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A hands-on guide to building a microservice using ASP.NET Core 6 Minimal
    APIs. Demonstrates how to write lightweight, highly optimized web APIs with minimal
    boilerplate code, perfect for deployment within containerized clusters.
  language: C#
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Development
  - .NET Framework
  - Microservices Design
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'telerik.com: Your First Microservice in .NET 6'
  addition_method: manual
  v2_locations:
  - dotnet.md
https://www.tenable.com/blog/access-undenied-on-aws:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The introductory technical blog post outlining the implementation of
    Access Undenied on AWS. It explains how parsing multi-layered IAM restrictions
    (such as Permission Boundaries, Service Control Policies, and Session Policies)
    helps platform teams resolve frustrating 'implicit deny' errors. Essential reading
    for operations engineers transitioning to strict zero-trust IAM governance.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Security and Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'ermetic.com: Access Undenied on AWS'
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://www.tenable.com/cloud-security/products/cnapp:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes how importing serialized Terraform plan files (tfplan.json)
    into static analysis engines (now part of Tenable CNAPP) delivers far more precise
    security scans than analyzing static HCL files alone, thereby reducing false-positive
    rates.
  language: English
  resource_type: Technical Analysis
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security & Identity
  - Compliance Auditing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'accurics.com: Terraform Security: Improving IaC Scans with Terraform Plan
    Output'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.tenable.com/cloud-security/solutions/iac:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: An advanced static analysis framework for Infrastructure as Code. Scan
    Helm, Terraform, and Docker configurations for critical vulnerability flags, configuration
    flaws, and structural security compliance failures.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Security
  - Static Analysis
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "terrascan \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.terraform-best-practices.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: The comprehensive industry reference manual outlining community-validated
    coding styles, state file segmenting strategies, remote locking configurations,
    and automated enterprise pipeline architectures.
  language: English
  resource_type: Best Practices Book
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "terraform-best-practices.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.terraform.io:
  addition_method: manual
  content_hash: 7ffd84a9cbafd470e77fd34ba8e70627d6bb75e670b6747a717d8ad8684e052d
  description: ''
  health_score: 100.0
  last_checked: 1779034405.725191
  stars: 0
  status: online
  title: terraform.io
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.terraform.io/docs/cli/commands/graph.html:
  addition_method: manual
  content_hash: 40dc188a80d45fc5172deaf7ceb76e0ffc8b9b8cd621f50e2980df61a8019973
  health_score: 100.0
  last_checked: 1779033211.322054
  v1_locations:
  - docs/terraform.md
https://www.terraform.io/docs/commands/index.html:
  addition_method: manual
  content_hash: 2b10311d9393100b9b9325f1fe47750c4f2d29691b3c516da87726293b31c4e0
  description: ''
  health_score: 100.0
  last_checked: 1779034094.666208
  stars: 0
  status: online
  title: 'terraform.io: Terraform Commands'
  v1_locations:
  - docs/cheatsheets.md
  year: N/A
https://www.terraform.io/docs/language/modules/develop/refactoring.html:
  addition_method: manual
  content_hash: 5a282d2ed3d3ca7eb79533fc05958e6ac82a6304b4df56ad8a48491f9b067833
  description: ''
  health_score: 100.0
  last_checked: 1779029805.830696
  stars: 0
  status: online
  title: 'terraform.io: Refactoring'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.terraform.io/language/resources/provisioners/syntax:
  addition_method: manual
  content_hash: 2a0a80646eed9084903c0454df371a6d95044887f7adf25c1f5ca5d94b2eff03
  description: ''
  health_score: 100.0
  last_checked: 1779034042.008415
  stars: 0
  status: online
  title: '==terraform.io: Provisioners=='
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.terrahaxs.com/blog/count-vs-for-each:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033827.652648
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==terrahaxs.com: Choosing the Right Terraform Loop: count vs for_each=='
    \U0001F31F"
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==terrahaxs.com:
    Choosing the Right Terraform Loop: count vs for_each==' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.terrateam.io/blog/posts/terraform-pre-commit-hooks:
  addition_method: manual
  content_hash: 7cff2be94cb974895f9a9b313049ba60dcc866e920c10fd12d338c1fbbfbbfbc
  description: ''
  health_score: 100.0
  last_checked: 1779029735.160266
  stars: 0
  status: online
  title: 'terrateam.io: Terraform Pre-Commit Hooks'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.teslarati.com/idra-9000-ton-giga-press:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Reports on IDRA's completion of the 9,000-ton Giga Press casting machine
    destined for Tesla Cybertruck production. From an architectural perspective, gigacasting
    simplifies the vehicle's structural assembly by consolidating dozens of stamped
    metal parts into a single monolithic cast. This paradigm parallels software component
    optimization, substituting highly complex integration pipelines with cohesive,
    single-piece execution units.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - System Architecture
  - Industrial Engineering
  - Hardware Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'teslarati.com: IDRA finishes 9,000-ton Giga Press; Tesla expecting it any
    day now'
  addition_method: manual
  v2_locations:
  - customer.md
https://www.testcontainers.org:
  addition_method: manual
  content_hash: f1e6cd3bc046d7408a1e75ae92125f134ae4fc17e74ff66b86e9e85921e471dc
  description: ''
  health_score: 100.0
  last_checked: 1779032380.641303
  stars: 0
  status: online
  title: testcontainers.org
  v1_locations:
  - docs/qa.md
  year: N/A
https://www.testinglpoint.com/cucumber-interview-question:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033507.762969
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'testinglpoint.com: Cucumber Interview Question'
  v1_locations:
  - docs/test-automation-frameworks.md
  v2_locations:
  - test-automation-frameworks.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering testinglpoint.com:
    Cucumber Interview Question in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.testinglpoint.com/features-of-jmeter:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030597.277638
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'testinglpoint.com: Features of JMeter'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering testinglpoint.com:
    Features of JMeter in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.testinglpoint.com/timer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031255.321281
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'testinglpoint.com: Timer in JMeter'
  v1_locations:
  - docs/performance-testing-with-jenkins-and-jmeter.md
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering testinglpoint.com:
    Timer in JMeter in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.testmo.com/guides/gitlab-ci-test-automation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Integration guide outlining how to embed automated test execution and
    real-time test execution reporting within GitLab CI/CD pipelines. This pattern
    ensures high-fidelity test telemetry and immediate failure alerts inside the merge
    request interface.
  language: None
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Integration
  - Test Automation
  - GitLab CI
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'testmo.com: GitLab CI/CD Test Automation Pipeline & Reporting'
  addition_method: manual
  v2_locations:
  - git.md
https://www.testmuai.com/blog/27-best-practices-selenium-test-automation:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compiles 27 core design patterns for Selenium test suites. Focuses on
    adopting the Page Object Model (POM), managing implicit and explicit wait times,
    and stabilizing element selector strategies.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Quality Assurance & Testing
  - Test Automation
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: Top 27 Best Practices For Selenium Test Automation'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/49-common-selenium-exceptions-automation-testing:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A comprehensive troubleshooting guide cataloging the most frequent runtime
    exceptions encountered in Selenium WebDriver (e.g., NoSuchElementException, StaleElementReferenceException).
    Evaluates why these failures occur under dynamic rendering conditions and delivers
    programmatic strategies (like Fluent Wait) to mitigate flake.
  language: Java
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Debugging & Troubleshooting
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: 49 Most Common Selenium Exceptions for Automation Testing'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/automated-web-bot-with-selenium-python:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A practical guide to building custom web bots and browser automation
    routines using Selenium and Python. Demonstrates handling programmatic navigation,
    login sequences, web element interaction, and dynamic pagination loops, while
    highlighting strategies to prevent automated script blocks.
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Web Scraping & Automation
  - Data Extraction
  - Python Bots
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: How To Create Automated Web Bot With Selenium In Python'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/automation-testing-with-selenium-javascript:
  addition_method: manual
  content_hash: ce3ce33c14cb7ad00043172583a532586d8722d5da0f07c7c9fc97d89117889b
  health_score: 100.0
  last_checked: 1779130494.993673
  needs_ai_refresh: true
  v1_locations:
  - docs/test-automation-frameworks.md
https://www.testmuai.com/blog/bamboo-vs-jenkins-showdown-of-ci-cd-tools:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Compares Atlassian's commercial Bamboo platform against open-source
    Jenkins. Investigates how Bamboo's native integrations with Jira and Bitbucket
    simplify build-to-deploy traceability for enterprise engineering operations, weighing
    these out-of-the-box benefits against the licensing model and configuration flexibility
    of Jenkins.
  language: Agnostic
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps & CI/CD
  - CI/CD Platforms
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'cBamboo vs Jenkins: Showdown Of CI/CD Tools'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.testmuai.com/blog/best-jenkins-alternatives:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Surveys the shifting ecosystem of modern Continuous Integration (CI)
    tools, contrasting traditional server-based systems with cloud-native architectures.
    Outlines key replacements for Jenkins (such as GitHub Actions, GitLab CI, and
    CircleCI), detailing differences in hosting topologies, plugin dependency models,
    and configuration maintenance burdens.
  language: Agnostic
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps & CI/CD
  - CI/CD Platforms
  - Jenkins Alternatives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: 21 Of The Best Jenkins Alternatives For Developers'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.testmuai.com/blog/best-test-automation-trends:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A high-level forecast of automated testing trends. Analyzes shift-left
    security models, AI-driven validation generation, cloud testing grids, and the
    adoption of API-first automated pipelines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing
  - Industry Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: Top Automation Testing Trends To Look Out In 2021'
  addition_method: manual
  v2_locations:
  - qa.md
https://www.testmuai.com/blog/build-ci-cd-pipeline-in-azure-devops:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Step-by-step introduction guide detailing how to construct and validate
    pipelines within Azure DevOps Services. Addresses multi-stage environments, secure
    service connection creation, and automated test suite execution.
  language: Markdown
  resource_type: Article
  complexity: Basic
  hierarchy:
  - DevOps & CI/CD
  - Azure DevOps
  - Build Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: How To Build a CI/CD Pipeline In Azure DevOps ?'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.testmuai.com/blog/build-first-ci-cd-pipeline-with-travis-ci:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A developer onboarding tutorial illustrating basic YAML-based build,
    test, and package setups. Outlines fundamentals of repository connection, automated
    build environments, and basic pipeline generation for web projects.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Legacy Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: How To Build Your First CI/CD Pipeline With Travis CI?'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.testmuai.com/blog/cicd-pipeline-challenges:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Examines the top ten bottlenecks slowing down enterprise CI/CD systems,
    offering structural fixes for issues such as flaky tests, fragile environment
    setups, and security gate friction.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI-CD Pipelines
  - Troubleshooting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: Top 10 CI/CD Pipeline Implementation Challenges And Solutions'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.testmuai.com/blog/circleci-vs-gitlab:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Examines SaaS-first CircleCI against the all-in-one DevOps platform
    of GitLab CI. Contrasts CircleCI's fast docker-in-docker execution and orb-based
    pipeline sharing with GitLab's comprehensive feature set, which covers source
    control management, security scanning, and pipeline delivery in a unified framework.
  language: Agnostic
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps & CI/CD
  - CI/CD Platforms
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: CircleCI Vs. GitLab: Choosing The Right CI/CD Tool'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.testmuai.com/blog/complete-guide-to-access-forms-in-selenium-with-java:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Technical tutorial showing how to automate web form interactions using
    Selenium WebDriver in Java. Explores accurate dropdown selections, checkbox states,
    and reliable form submissions.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Test Automation
  - Web Testing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: Complete Guide To Access Forms In Selenium With Java'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/cucumber-with-jenkins-integration:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Orchestrates Cucumber BDD tests in a continuous integration environment
    managed by Jenkins. Details how to parse cucumber JSON test reports, configure
    the Cucumber Reports plugin to render detailed feature execution graphs in Jenkins,
    and manage build failure conditions based on step failures.
  language: Groovy
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Continuous Integration
  - BDD Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: How To Integrate Cucumber With Jenkins?'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/cypress-vs-selenium-comparison:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Compares Selenium's architecture with Cypress's modern in-browser execution
    architecture. Contrasts Selenium's out-of-process driver model—which supports
    true multi-tab and multi-browser scenarios—against Cypress's highly synchronized,
    in-browser execution context which excels in fast, deterministic single-page application
    unit/integration tests.
  language: JavaScript
  resource_type: Comparison
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Technology Evaluation
  - Framework Comparison
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: Selenium vs Cypress – Which Is Better in 2021?'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/debunking-selenium-testing-myths:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A critical assessment of the modern state of Selenium, countering outdated
    myths regarding its speed, setup complexity, and flakiness. The analysis emphasizes
    that performance issues and instability are frequently the result of poor test
    design patterns, lack of framework synchronization, and misconfigured grid infrastructures
    rather than the core engine itself.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Technology Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: Debunking The Top 8 Selenium Testing Myths'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/execute-junit4-tests-with-junit5:
  addition_method: manual
  content_hash: e0e2d968da7f62f9db55379f525295ef7a604bd8f504c4e5f3b0dbf1b41bc92f
  health_score: 100.0
  last_checked: 1779130494.941189
  needs_ai_refresh: true
  v1_locations:
  - docs/test-automation-frameworks.md
https://www.testmuai.com/blog/how-to-create-jenkins-multibranch-pipeline:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Curator Insight details this guide as a step-by-step approach to configuring
    Jenkins Multibranch Pipelines for automated branch detection. Live Grounding emphasizes
    that Multibranch setups are highly robust for complex git workflows, automatically
    provisioning pipeline branches. This architectural pattern prevents manual job
    pollution and ensures consistent integration testing across feature branches.
  language: N/A
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Jenkins
  - Multibranch Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "lambdatest.com: How To Create Jenkins Multibranch Pipeline \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://www.testmuai.com/blog/how-to-read-configuration-files-in-python-using-selenium:
  addition_method: manual
  content_hash: 070ce807bcfaf05d220fd20ea939a18ef474dba11efae5d8176fffb945907343
  health_score: 100.0
  last_checked: 1779130495.022132
  needs_ai_refresh: true
  v1_locations:
  - docs/test-automation-frameworks.md
https://www.testmuai.com/blog/how-to-setup-cicd-pipeline-with-bamboo-for-php-projects:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An operational walkthrough illustrating how to structure and deploy
    build plans within Atlassian Bamboo. Examines agent allocation rules, artifact
    storage setups, and testing parameter definitions in typical runtime environments.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Enterprise DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: How To Setup CI/CD Pipeline With Bamboo For PHP Projects'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.testmuai.com/blog/how-to-setup-continuous-integration-with-git-jenkins:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A beginner guide outlining basic integrations between Git control layers
    and Jenkins CI servers. It walks through configuring automated polling, webhooks,
    SSH keys, and multi-branch pipeline pipelines.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI-CD
  - Jenkins
  - Tutorial
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: How To Set Up Continuous Integration With Git and Jenkins?'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.testmuai.com/blog/jenkins-declarative-pipeline-examples:
  addition_method: manual
  content_hash: f82b4c18cb1f5e2c3bde7faf7446183b9fc12558521ff8b071354c439785eb3b
  health_score: 100.0
  last_checked: 1779130494.931054
  needs_ai_refresh: true
  v1_locations:
  - docs/demos.md
https://www.testmuai.com/blog/jenkins-pipeline-tutorial:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed entry-level guide to understanding Jenkins Declarative versus
    Scripted Pipeline syntax. Explains basic pipeline constructs including stages,
    agents, post-execution tasks, and environment variable manipulation.
  language: Groovy
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevSecOps & Automation
  - Jenkins-based CI-CD
  - Jenkins Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "lambdatest.com: Best Jenkins Pipeline Tutorial For Beginners (Examples)
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
  - demos.md
https://www.testmuai.com/blog/jenkins-vs-travis-vs-bamboo-vs-teamcity:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An exhaustive battle card detailing the functional tradeoffs of four
    historic CI platforms. Contrasts the self-managed flexibility of Jenkins, the
    pioneered SaaS simplicity of Travis CI, the Jira-aligned integrations of Bamboo,
    and the polished configurations of TeamCity.
  language: Agnostic
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps & CI/CD
  - CI/CD Platforms
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: Jenkins vs Travis vs Bamboo vs TeamCity: Clash Of The Titans'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.testmuai.com/blog/junit5-extensions:
  addition_method: manual
  content_hash: 7ba11597495f70dbfb89dab02aa6a64e0af736fe9c8e387b8eb502db74773f4c
  health_score: 100.0
  last_checked: 1779130494.971775
  needs_ai_refresh: true
  v1_locations:
  - docs/qa.md
https://www.testmuai.com/blog/modifying-http-request-headers-in-java-using-selenium-webdriver:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Introduces request modification techniques utilizing Selenium 4's Chrome
    DevTools Protocol (CDP) integration in Java. Demonstrates how to intercept outgoing
    HTTP requests to append custom authentication headers, user agents, or custom
    cookies before hitting target test endpoints. Bypasses the traditional limitations
    of standard WebDriver protocols.
  language: Java
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Network Interception
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: How To Modify HTTP Request Headers In JAVA Using Selenium
    WebDriver?'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/run-selenium-tests-in-docker:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: Expounds on Dockerizing Selenium test runs to eliminate 'it works on
    my machine' environmental discrepancies. Demonstrates using pre-built Selenium
    Standalone and Hub-Node Docker images to run tests headlessly inside isolated
    containers, which simplifies grid infrastructure management. It details mapping
    ports and configuring environment variables to enable scalable container-native
    test execution.
  language: Dockerfile
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Containerization
  - Docker & Selenium
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "lambdatest.com: How To Run Selenium Tests In Docker ? \U0001F31F"
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/scroll-down-in-selenium:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Highlights techniques for manipulating scrolling actions within Selenium
    WebDriver by executing JavaScript commands via JavascriptExecutor. Examines how
    to scroll by coordinates, to specific elements, and dynamically to the bottom
    of the page to trigger lazy loading. Addresses a common issue in automating modern
    single-page applications.
  language: Java
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - UI Interaction Techniques
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: How To Scroll a Page Using Selenium WebDriver?'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/selenium-github-actions-example:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Demystifies the deployment of browser-based automation tests within
    GitHub Actions runner environments. Evaluates the configurations needed to run
    headless Chrome or Firefox inside Linux containers, specifying steps to checkout
    code, cache Maven artifacts, and publish execution reports. Establishes a modernized,
    Git-centric continuous testing practice.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Continuous Integration
  - GitHub Actions
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "lambdatest.com: Complete Guide To Selenium Testing with GitHub Actions \U0001F31F"
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/selenium-ide-what-is-it-why-is-it-must-for-every-qa:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluation of Selenium IDE as a record-and-playback utility. Explores
    its application in rapid prototyping, script generation, and functional testing
    setups for QA teams.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - Test Automation
  - Prototyping Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: Selenium IDE: What Is It? & Why Is It Must For Every QA?'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/selenium-java-tutorial-how-to-test-login-process:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A practical walk-through detailing how to write automated login process
    tests using Selenium with Java. It emphasizes proper page-load strategies, locating
    dynamic input fields, handling synchronization with explicit waits, and verifying
    authentication states. Demonstrates clean Java-based web element management.
  language: Java
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Selenium Java
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: Selenium Webdriver Java Tutorial – Guide for Beginners'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/selenium-maven-jenkins-integration:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: This technical guide details the integration of Jenkins, Maven, and
    Selenium to form an automated QA pipeline. It details how to declare dependencies
    within pom.xml, invoke browser drivers via the Surefire plugin, and orchestrate
    automated test suites from Jenkins CI servers. This represents a traditional enterprise
    continuous testing workflow.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Continuous Integration
  - Build & Deploy Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: How To Integrate Jenkins & Maven With Selenium?'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/selenium-python-cheat-sheet:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A comprehensive testing guide focused on using Selenium within Python
    environments. Explains custom locator methods, dynamic page object models, wait
    strategies, and parallel pipeline testing.
  language: Python
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Software Quality
  - Testing Automation
  - Selenium
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: The Ultimate Selenium Python Cheat Sheet for Test Automation'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.testmuai.com/blog/selenium-tutorial:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Provides a high-level overview of the Selenium test automation suite,
    illustrating its evolutionary history and cross-browser execution capabilities.
    Outlines the prerequisites, driver setups, and sample execution flows across major
    browsers, establishing a standard onboarding path for engineers new to test automation.
  language: Multi-language
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Selenium Framework
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "lambdatest.com: Selenium Automation Testing: Basics and Getting Started
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/set-jenkins-pipeline-environment-variables-list:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'An operational guide detailing how to declare, set, and override global
    and local environment variables in Jenkins declarative and scripted pipelines.
    *Curator Insight*: Environment variable syntax tutorial. *Live Grounding*: Crucial
    for maintaining clean parameterization and securing configurations outside application
    code.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Configuration Management
  - Environment Variables
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "lambdatest.com: How To Set Jenkins Pipeline Environment Variables? \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.testmuai.com/blog/teamcity-vs-jenkins-picking-the-right-ci-cd-tool:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Analyzes the structural and financial differences between JetBrains
    TeamCity and open-source Jenkins. Highlights Jenkins' raw extensibility via thousands
    of community-authored plugins against TeamCity's high-quality out-of-the-box features,
    configuration-as-code capabilities, and refined user-access controls.
  language: Agnostic
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps & CI/CD
  - CI/CD Platforms
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: TeamCity vs. Jenkins: Picking The Right CI/CD Tool'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.testmuai.com/blog/testng-vs-junit-which-testing-framework-should-you-choose:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A deep technical comparison of JUnit and TestNG framework options for
    JVM apps. Explores parallel thread execution, parameterized input handlers, and
    custom testing loops ideal for microservice architectures.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Testing Frameworks
  - Java Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'lambdatest.com: TestNG vs JUnit : Which testing framework should you choose?'
  addition_method: manual
  v2_locations:
  - qa.md
https://www.testmuai.com/blog/upgrade-from-selenium3-to-selenium4:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Provides step-by-step technical blueprints for migrating enterprise
    test suites from Selenium 3 to Selenium 4. Focuses on swapping deprecated classes
    like DesiredCapabilities for specific BrowserOptions, fixing broken Actions chains,
    and addressing changes in package naming conventions. This migration ensures compatibility
    with modern browser drivers.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Migration & Upgrade
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: How To Upgrade From Selenium 3 To Selenium 4?'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/use-gitlab-ci-to-run-test-locally:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A developer-focused tutorial on running GitLab CI tests locally using
    the GitLab Runner CLI. Outlines setup, debugging practices, and environment configuration
    steps to speed up pipeline validation without waiting on remote systems.
  language: Bash
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Collaborative Platforms
  - Continuous Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "lambdatest.com: How To Use GitLab CI To Run Tests Locally? \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.testmuai.com/blog/use-jenkins-shared-libraries-in-a-jenkins-pipeline:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An industry-wide reference demonstrating the implementation of version-controlled,
    modular Jenkins Shared Libraries to streamline development. This approach encapsulates
    repeatable tasks inside global Groovy modules, minimizing configuration drift
    and maximizing pipeline standardization.
  language: Groovy
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline Architecture
  - Jenkins Pipeline
  - Shared Libraries
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "lambdatest.com: How To Use Shared Libraries In A Jenkins Pipeline? \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.testmuai.com/blog/what-is-deprecated-in-selenium4:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Provides a comprehensive architectural mapping of features deprecated
    or completely removed in Selenium 4 (such as DesiredCapabilities, Actions class
    modifications, and the legacy Grid). Explains the technical motivation behind
    transitioning to modern, type-safe alternatives aligned with W3C standards. Vital
    for engineering teams modernizing their testing codebases.
  language: Multi-language
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Selenium Framework
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "lambdatest.com: What Is New In Selenium 4 And What Is Deprecated In It?
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/what-is-jenkins:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A high-level educational article describing the business value of Jenkins,
    its plugin ecosystem, and core deployment use cases. *Curator Insight*: Core fundamentals
    guide. *Live Grounding*: Useful resource for non-technical leadership onboarding.'
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - CI/CD Foundations
  - Learning Paths
  - Jenkins Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "lambdatest.com: What Is Jenkins Used For? \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.testmuai.com/blog/why-selenium-grid-is-ideal-for-automated-browser-testing:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines the system architecture of Selenium Grid. Discusses distributed,
    concurrent test execution across multiple OS systems and browsers to scale continuous
    regression pipelines.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Quality Assurance & Testing
  - Test Automation
  - Distributed Testing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'lambdatest.com: Why Selenium Grid Is Ideal For Automated Browser Testing?'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/blog/why-you-need-build-automation-tools-for-selenium-automation-testing:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Analyzes the essential role of build tools like Maven, Gradle, and Ant
    in managing external dependencies, orchestrating test execution, and generating
    unified reports for Selenium frameworks. Highlights the risk of manual dependency
    management and how build tools standardize QA pipelines across teams.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - Continuous Integration
  - Build Tooling
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'lambdatest.com: Why You Need Build Automation Tools for Selenium Automation
    Testing?'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/learning-hub/jenkins:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: 'An extensive Jenkins learning hub providing developer onboarding material
    covering setup, node orchestration, plugin configurations, and automated testing
    integrations. *Curator Insight*: Foundational learning path. *Live Grounding*:
    Useful for baseline developer onboarding though less representative of advanced
    IaC pipelines.'
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - CI/CD Foundations
  - Learning Paths
  - Jenkins Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "lambdatest.com: Jenkins Tutorial \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.testmuai.com/learning-hub/python-tutorial:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A technical manual for setting up and utilizing Selenium's Python bindings
    for web automation. Discusses structural components, installing the python bindings,
    organizing test execution via unittest or pytest, and writing declarative, readable
    browser scripts. Promotes clean Pythonic testing patterns.
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Selenium Python
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "lambdatest.com: Selenium Python Tutorial \U0001F31F"
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/learning-hub/selenium-4:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Analyzes the architectural advancements in Selenium 4, specifically
    the absolute deprecation of the JSON Wire Protocol in favor of native W3C WebDriver
    compliance. This change provides direct communication with browsers, eradicating
    translation latency and resolving session instability. The architecture also introduces
    the Chrome DevTools Protocol (CDP) for capturing network events and console logs
    directly.
  language: Multi-language
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Selenium Framework
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "lambdatest.com: Selenium 4 \U0001F31F"
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/learning-hub/selenium-locators:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A deep dive into Selenium locator strategies, covering ID, Name, ClassName,
    LinkText, CSS Selectors, and XPath. Compares the performance and stability of
    CSS Selectors against complex XPath queries for navigating nested DOM trees. Guides
    engineers in writing resilient selectors that resist minor UI structural changes.
  language: None
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Element Identification
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "lambdatest.com: Selenium Locators Tutorial \U0001F31F"
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testmuai.com/selenium:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Covers the fundamental building blocks of the Selenium ecosystem, including
    WebDriver, Grid, and IDE. Details the client-server interaction model, browser
    drivers, and basic element locator strategies necessary for automating modern
    web pages. Serves as a fundamental reference for structural testing concepts.
  language: Multi-language
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Selenium Framework
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'lambdatest.com/selenium: Introduction to Selenium Basics'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.testrail.com/blog/what-is-devtestops:
  description: ''
  addition_method: manual
  content_hash: febc182639802f20586bab5499964e4fd6decc088f813233610426fff1876618
  health_score: 100.0
  last_checked: 1779130494.974017
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2022'
  stars: 0
  ai_summary: Explores 'DevTestOps', which elevates quality assurance from an external
    stage to continuous, integrated feedback loops throughout continuous delivery
    pipelines.
  language: Markdown
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development Methodology
  - DevOps
  - Testing Strategy
  is_microservice: true
  title: 'blog.gurock.com: What Is DevTestOps?'
https://www.testrigtechnologies.com/how-to-write-a-test-automation-selenium-test-script:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A structured introduction to designing robust automated test scripts
    with Selenium WebDriver. Emphasizes separating the execution steps from test assertions,
    selecting stable locator strategies, and using structural setup and teardown methods
    to keep browser state clean between runs.
  language: Multi-language
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Quality Assurance & Testing
  - Web Automation
  - Scripting Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'testrigtechnologies.com: Selenium Automation Testing: How to write automated
    test scripts using selenium'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.tetrate.io/blog/27835-revision-v1:
  addition_method: manual
  content_hash: 92bf431c194fbff213398a80368429924516c77edafcf8d2f9aa4a9d23239c43
  description: ''
  health_score: 100.0
  last_checked: 1779029710.563035
  stars: 0
  title: 'tetrate.io: SkyWalking 8.4 provides infrastucture monitoring for VMs'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.tetrate.io/blog/how-to-debug-microservices-in-kubernetes-with-proxy-sidecar-or-service-mesh:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034084.61019
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tetrate.io: How to debug microservices in Kubernetes with proxy, sidecar''
    or service mesh?'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tetrate.io:
    How to debug microservices in Kubernetes with proxy, sidecar'' or service mesh?
    in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.tetrate.io/blog/istio-servicemesh-api-gateway:
  addition_method: manual
  content_hash: a3fb6f307b9fea5fcc4c390a56424916c7cfd9044d159c39f6d51797cf34c2b1
  description: ''
  health_score: 100.0
  last_checked: 1779029380.292285
  stars: 0
  status: online
  title: "tetrate.io: Using Istio Service Mesh as API Gateway \U0001F31F"
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.tetrate.io/blog/multicluster-management-with-kubernetes-and-istio:
  addition_method: manual
  content_hash: 365b6d89f0110a5a3339c8a7e3bac6e5798e3da362b435d0a4e6b7046c4a0689
  description: ''
  health_score: 100.0
  last_checked: 1779034049.84572
  stars: 0
  status: online
  title: "tetrate.io: Multicluster Management with Kubernetes and Istio \U0001F31F"
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.tetrate.io/blog/vm-to-container-communications-101:
  addition_method: manual
  content_hash: c7a93c6768215ada1a537664c1519aed5e9ea90c1ca973c1631f8235802ac90f
  description: ''
  health_score: 100.0
  last_checked: 1779029268.295314
  stars: 0
  status: online
  title: 'tetrate.io: VM to container communications 101'
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.tetrate.io/blog/why-do-you-need-istio-when-you-already-have-kubernetes:
  addition_method: manual
  content_hash: 365b6d89f0110a5a3339c8a7e3bac6e5798e3da362b435d0a4e6b7046c4a0689
  description: ''
  health_score: 100.0
  last_checked: 1779032734.667744
  stars: 0
  status: online
  title: 'tetrate.io: Why do you need Istio when you already have Kubernetes?'
  v1_locations:
  - docs/istio.md
  year: N/A
https://www.thatjeffsmith.com/archive/2022/02/best-practices-rest-apis-for-your-database-draft:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An in-depth draft outlining architectural patterns and best practices
    for creating secure, low-latency REST APIs on top of enterprise relational databases.
    It details serialization strategies, rate limiting, and optimization pathways
    using Oracle REST Data Services (ORDS) to construct highly resilient microservices
    backends.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Databases
  - APIs
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thatjeffsmith.com: Best Practices: REST APIs for your Database {Draft!}'
  addition_method: manual
  v2_locations:
  - oraclecloud.md
https://www.the-aks-checklist.com:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive diagnostic tool assisting operators in preparing AKS
    environments for production. Covers critical checkboxes across scalability, network
    layouts, security configurations, and cost efficiency.
  language: JavaScript
  resource_type: Interactive Checklist
  complexity: Intermediate
  hierarchy:
  - Cloud Providers
  - Microsoft AKS
  - Production Checklist
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "the-aks-checklist.com: The Azure Kubernetes Service Checklist \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.theatlantic.com/ideas/archive/2021/07/work-from-home-benefits/619597:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight explores the psychological and systemic reasons why
    corporate managers resist shifting to permanent remote-work paradigms. Live Grounding
    shows that post-pandemic, the debate on hybrid vs. office models continues, highlighting
    that the challenge of measuring impact over physical presence remains a major
    cultural obstacle.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Organizational Culture
  - Remote Work
  - Societal Shift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'theatlantic.com: Why Managers Fear a Remote-Work Future'
  addition_method: manual
  v2_locations:
  - remote-tech-jobs.md
https://www.theforeman.org:
  description: "- [Ansible Modules to manage Foreman and Katello installations](https://galaxy.ansible.com/theforeman/foreman)\n
    \   - [Foreman Ansible Modules (FAM)](https://github.com/theforeman/foreman-ansible-modules)
    Ansible modules for interacting with the Foreman API and various plugin APIs such
    as Katello.\n    - [RFC: Foreman Operations Ansible Collection](https://community.theforeman.org/t/rfc-operations-ansible-collection/20971)\n
    \   - [theforeman.org: Updating Foreman inventory with system facts](https://theforeman.org/2021/01/updating-foreman-inventory-with-system-facts.html)\n
    \   - [theforeman.org: Foreman 3.0 is here!](https://theforeman.org/2021/09/foreman-30-is-here.html)"
  year: '2026'
  stars: 0
  ai_summary: Foreman is an enterprise lifecycle and provisioning management tool
    for physical and virtual servers. Integrating with Ansible via Foreman Ansible
    Modules (FAM), it matches bare-metal provisioning with configuration management
    and dynamic inventory mapping.
  language: Ruby
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Foreman
  - Systems Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Foreman
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.thegeekstuff.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: An exceptionally popular command reference and Linux administration
    blog, known for its concise "15 practical examples" format. Covers database tuning,
    bash programming, security hardening, and server automation essentials.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - SysAdmin Tutorials
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: The Geek Stuff
  addition_method: manual
  v2_locations:
  - linux.md
https://www.theguild.nl/k8s-workshop-in-a-box:
  addition_method: manual
  content_hash: 13fb8c409b1bcd036b6a7617f613cdb58989239a9397f7fc54139205720e5201
  description: ''
  health_score: 100.0
  last_checked: 1779032962.739656
  stars: 0
  status: online
  title: Kubernetes workshop in a box
  v1_locations:
  - docs/demos.md
  year: N/A
https://www.theodo.com/en-fr/blog/getting-started-with-kubectl-plugins:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A technical blog post detailing how to create a custom kubectl plugin
    from scratch. It explains execution requirements, CLI environment parameter handling,
    and distribution strategies to simplify the package setup for internal engineering
    teams.
  language: None
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Operations
  - Command Line Tools
  - Developer Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'padok.fr: Getting started with kubectl plugins'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.theodo.com/en-fr/blog/how-to-use-kubernetes-pvcs-with-efs-provisioner:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical configuration guide highlighting AWS EFS CSI driver setup
    to enable multi-attach ReadWriteMany (RWX) volumes across distributed stateful
    pods in Amazon EKS.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - AWS EKS
  - Storage Solutions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: Kubernetes PVCs with EFS provisioner
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.theodo.com/en-fr/blog/kubernetes-architecture-understanding-the-components-and-structure-of-clusters:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Superb architectural analysis of Kubernetes node components. Details
    the control-loop interactions between API Server, etcd, Scheduler, Controller
    Manager, and Kubelet.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Core Kubernetes
  - Architecture
  - Control Plane
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "padok.fr: Kubernetes’ Architecture: Understanding the components and structure
    of clusters \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.theodo.com/en-fr/blog/kubernetes-technologies-kubeadm-vs-minikube-kind-and-k3s:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical breakdown comparing the core use cases, design philosophies,
    and architectural profiles of Kubeadm, Minikube, kind, and K3s. Guides engineers
    to choose the correct testing distribution.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Local Kubernetes Environments
  - Orchestration Tool Selection
  - Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'padok.fr: MiniKube, Kubeadm, Kind, K3S, how to get started on Kubernetes?'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://www.theodo.com/en-fr/blog/openshift-what-templates-should-you-use-helm-or-openshift:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A comparative analysis contrasting OpenShift native templates with Helm
    charts. Outlines how Helm's global community, revision tracking, and subchart
    structures provide a superior template solution for complex microservice environments.
  language: Yaml
  resource_type: Comparative Analysis
  complexity: Intermediate
  hierarchy:
  - App Development
  - Packaging
  - Helm Charts
  tags:
  - '[EMERGING]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "Templating on OpenShift: should I use Helm templates or OpenShift templates?
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.theodo.com/en-fr/blog/what-is-finops-and-what-are-its-best-practices:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An educational article explaining the cultural and operational shifts
    of FinOps. Outlines key engineering methodologies like rightsizing, continuous
    monitoring, auto-scaling, and utilizing spot instances within Kubernetes to drive
    efficient unit economics.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Financial Operations
  - FinOps
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'padok.fr: FinOps, or the Culture of Cloud Cost Optimization'
  addition_method: manual
  v2_locations:
  - finops.md
https://www.theodo.com/expertise/cloud:
  addition_method: manual
  health_score: 100.0
  last_checked: 1779130495.002429
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubectl-commands.md
  v2_locations:
  - kubectl-commands.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.theodo.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.theregister.co.uk/2016/07/13/trainline_dumps_oracle_microsoft_goes_full_aws_cto_interview:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Curator Insight records Trainline's radical migration from legacy on-prem
    Oracle and Microsoft SQL/Windows monoliths to AWS. Live Grounding notes this historical
    case study illustrates the industry's massive mid-2010s migration pattern, proving
    that legacy modernization directly unlocks operational agility and cloud scalability.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Organizational Culture
  - Migration Journeys
  - Trainline
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Trainline.com dumps Oracle and Microsoft, gulps AWS Kool-Aid
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://www.theregister.co.uk/2020/04/08/docker_opens_up_compose_specification:
  addition_method: manual
  content_hash: 42b4a85b414136d23b36d91cdbc0477fe310d8396a655e059be5d8814b6cf824
  description: ''
  health_score: 100.0
  last_checked: 1779034231.562652
  stars: 0
  status: online
  title: 'theregister.co.uk: Compose yourselves – Docker has published multi-container''
    app spec, needs contributors to help maintain and develop it'
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.theregister.com/2020/09/21/diffblue_let_ai_code_unit_tests:
  addition_method: manual
  content_hash: 3bbd46c382ed9b495d1d7bf7203c88d97a15677cfc55c12e49cfa179ae0a9589
  description: ''
  health_score: 100.0
  last_checked: 1779034154.792664
  stars: 0
  status: online
  title: 'theregister.com: Coding unit tests is boring. Wouldn''t it be cool if an''
    AI could do it for you? That''s where Diffblue comes in'
  v1_locations:
  - docs/testops.md
  year: N/A
https://www.theregister.com/2020/09/22/microservices_talk_gotopia:
  addition_method: manual
  content_hash: 2b84590347e5453dfb8d33b333d752bb0bd783eed465a3cc63d234367b311f28
  description: ''
  health_score: 100.0
  last_checked: 1779030326.988189
  stars: 0
  status: online
  title: 'theregister.com: Microservices guru says think serverless, not Kubernetes:''
    You don''t want to manage ''a towering edifice of stuff'
  v1_locations:
  - docs/serverless.md
  year: N/A
https://www.theregister.com/2020/10/07/digitalocean_paas_app_platform:
  addition_method: manual
  content_hash: 433b946fd132ac2e903b1cc2ed250891799b905af5667207a58e6a0527a6bdd7
  description: ''
  health_score: 100.0
  last_checked: 1779031475.642847
  stars: 0
  status: online
  title: 'theregister.com: DigitalOcean decides to head rivals off at the PaaS, floats''
    App Platform to deploy, run code without juggling servers'
  v1_locations:
  - docs/digitalocean.md
  year: N/A
https://www.theregister.com/2020/10/14/redhat_ansible_kubernetes:
  addition_method: manual
  content_hash: 37441366a4654278c50847baee8e8c55f66b424eac4244adbc02f91425ce00af
  description: ''
  health_score: 100.0
  last_checked: 1779031418.734505
  stars: 0
  status: online
  title: 'theregister.com: Juggling Ansible, OpenShift and K8s? This is for you: Red''
    Hat couples automation to cluster management'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.theregister.com/2020/12/02/gartner_cloud_dbms:
  addition_method: manual
  content_hash: 2b0a8699c1bf7b80d82d962de741ca8ab74efbf185e6933357ae85c3012ba5ef
  description: ''
  health_score: 100.0
  last_checked: 1779031399.693858
  stars: 0
  status: online
  title: 'theregister.com: 75% of databases to be cloud-hosted by 2022, says Gartner''
    while dishing on the weak points of each provider'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.theregister.com/2020/12/17/github_bans_passwords:
  addition_method: manual
  content_hash: bc96190aff216f6e3824b3b80fb3e7f54b83603bfccf6340018e59f4330b48a8
  description: ''
  health_score: 100.0
  last_checked: 1779034452.45168
  stars: 0
  status: online
  title: 'theregister.com: Passwords begone: GitHub will ban them next year for authenticating''
    Git operations'
  v1_locations:
  - docs/git.md
  year: N/A
https://www.theregister.com/2021/07/29/amazon_web_services_ec2_classic_networking:
  addition_method: manual
  content_hash: 4da7c8bc8474a0642d2fda92b2dde8539ca94047eab40d01e0b4621a11049ced
  description: ''
  health_score: 100.0
  last_checked: 1779034449.241706
  stars: 0
  status: online
  title: 'theregister.com: AWS to retire EC2-Classic – the network glue that helped''
    start the IaaS rush'
  v1_locations:
  - docs/aws-newfeatures.md
  year: N/A
https://www.theregister.com/2021/09/03/microsoft_azure_deprecations_api_changes:
  addition_method: manual
  content_hash: 3328354af069681668db5f545695439989203245d919a2d89e3d2e2e38faf1b9
  description: ''
  health_score: 100.0
  last_checked: 1779032686.020879
  stars: 0
  status: online
  title: 'theregister.com: Microsoft Azure deprecations: API changes will break applications''
    and PowerShell scripts'
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.theregister.com/2021/12/06/mysql_a_pretty_poor_database:
  addition_method: manual
  content_hash: 097c957b1efc285627dc61cb7795343ba006fcacd67112f3cefd302a16331437
  description: ''
  health_score: 100.0
  last_checked: 1779029171.269766
  stars: 0
  status: online
  title: 'theregister.com: MySQL a ''pretty poor database'' says departing Oracle''
    engineer'
  v1_locations:
  - docs/databases.md
  year: N/A
https://www.theregister.com/2021/12/09/the_big_aws_event_120:
  addition_method: manual
  content_hash: 787063e620edb29d8fa44c7f0c98e68fbd0bc1dea1a1846381a5032f9773c2a5
  description: ''
  health_score: 100.0
  last_checked: 1779034036.87566
  stars: 0
  status: online
  title: 'theregister.com: The big AWS event: 120 announcements but nothing has changed'
  v1_locations:
  - docs/aws-newfeatures.md
  year: N/A
https://www.theregister.com/2021/12/21/how_kubernetes_lowers_costs:
  addition_method: manual
  content_hash: c5068df124dd5c71c0f37273c6da874ce82757b1aa0f968b69ff179f7b106dd6
  description: ''
  health_score: 100.0
  last_checked: 1779030352.007422
  stars: 0
  status: online
  title: '==theregister.com: How Kubernetes lowers costs and automates IT department''
    work=='
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.theregister.com/2023/01/16/basecamp_37signals_cloud_bill:
  addition_method: manual
  content_hash: 333920645dcf2297b99fe54708fa734f1575c7d62746893c759b8f9c3ab28018
  description: ''
  health_score: 100.0
  last_checked: 1779031884.907606
  stars: 0
  status: online
  title: 'theregister.com: Basecamp details ''obscene'' $3.2 million bill that caused''
    it to quit the cloud'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.theregister.com/2023/05/26/microsoft_azure_linux_container:
  addition_method: manual
  content_hash: 6c94da89e6685fa5840655482ee3281d1bf3017848ed57d2de3b139c4650ccdb
  description: ''
  health_score: 100.0
  last_checked: 1779030599.704004
  stars: 0
  status: online
  title: 'theregister.com: Microsoft has made Azure Linux generally available. Repeat,''
    Azure Linux'
  v1_locations:
  - docs/azure.md
  year: N/A
? https://www.theregister.com/off-prem/2020/10/07/digitalocean-decides-to-head-rivals-off-at-the-paas-floats-app-platform-to-deploy-run-code-without-juggling-servers/802967
: description: ''
  year: '2020'
  stars: 0
  ai_summary: This article analyzes DigitalOcean's App Platform launch, presenting
    it as a direct PaaS alternative designed to counter Heroku. The platform abstracts
    Kubernetes infrastructure to allow multi-tenant zero-config deployments directly
    from source control. Curator insights highlights its developers-first simplicity,
    while current industry status verifies its solid integration with modern container
    workflows.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - PaaS
  - DigitalOcean
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'theregister.com: DigitalOcean decides to head rivals off at the PaaS, floats
    App Platform to deploy, run code without juggling servers'
  addition_method: manual
  v2_locations:
  - digitalocean.md
? https://www.theregister.com/off-prem/2021/07/29/aws-to-retire-ec2-classic-the-network-glue-that-helped-start-the-iaas-rush/527489
: description: ''
  year: '2021'
  stars: 4
  ai_summary: Marks the official EOL of AWS's original flat network topology (EC2-Classic),
    mandating migration to Virtual Private Cloud (VPC) architectures. This deprecation
    signals the end of shared, non-isolated public IP spaces in cloud compute, enforcing
    VPC-level security controls, security groups, and routing isolation. Migrations
    required standardizing VM instances onto modern VPC-only networking models.
  language: English
  resource_type: Infrastructure Feature
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Networking
  - Deprecations
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'theregister.com: AWS to retire EC2-Classic – the network glue that helped
    start the IaaS rush'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://www.theregister.com/off-prem/2021/09/03/microsoft-azure-deprecations-api-changes-will-break-applications-and-powershell-scripts/748744
: description: ''
  year: '2021'
  stars: 0
  ai_summary: An examination of the impact of major API deprecations across Azure
    Resource Manager and legacy Active Directory libraries. Discusses how programmatic
    lifecycle changes can break active PowerShell automation scripts, legacy ARM templates,
    and custom deployments. Highlights the necessity of implementing continuous CI/CD
    validation patterns.
  language: English
  resource_type: Industry News
  complexity: Intermediate
  hierarchy:
  - Governance & Management
  - API Deprecations
  - Platform Lifecycle
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'theregister.com: Microsoft Azure deprecations: API changes will break applications
    and PowerShell scripts'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.theregister.com/off-prem/2021/12/09/the-big-aws-event-120-announcements-but-nothing-has-changed/605657:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Provides a critical perspective on the massive volume of re:Invent releases,
    arguing that many represent incremental API upgrades rather than fundamental architectural
    breakthroughs. The article challenges tech teams to focus on core design architectures
    rather than chasing every new managed wrapper. It serves as a pragmatic guide
    against architectural over-engineering.
  language: English
  resource_type: Industry Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Market Analysis
  - Critical Review
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'theregister.com: The big AWS event: 120 announcements but nothing has changed'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
https://www.theregister.com/off-prem/2023/01/16/basecamp-details-32-million-bill-that-saw-it-quit-cloud/270397:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Investigates 37signals' highly publicized exit from AWS public cloud
    infrastructure. Highlights the architectural transition back to owned bare-metal
    hardware, showcasing substantial cost reductions and FinOps optimization.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cloud Financials
  - FinOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'theregister.com: Basecamp details ''obscene'' $3.2 million bill that caused
    it to quit the cloud'
  addition_method: manual
  v2_locations:
  - introduction.md
? https://www.theregister.com/security/2020/12/17/passwords-begone-github-will-ban-them-next-year-for-authenticating-git-operations/958514
: description: ''
  year: '2020'
  stars: 0
  ai_summary: News analysis detailing the elimination of basic user password authentication
    for Git read/write commands, mandating programmatic tokens or SSH configurations
    for robust access control.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Developer Platforms
  - Platform Security
  - Authentication
  - Git Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'theregister.com: Passwords begone: GitHub will ban them next year for authenticating
    Git operations'
  addition_method: manual
  v2_locations:
  - git.md
? https://www.theregister.com/software/2020/04/08/compose-yourselves-docker-has-published-multi-container-app-spec-needs-contributors-to-help-maintain-and-develop-it/311866
: description: ''
  year: '2020'
  stars: 0
  ai_summary: This piece chronicles Docker's donation of the Compose specification
    to the open-source community, highlighting the industry's drive to formalize multi-container
    application definitions. By establishing an open spec, it enabled tools like Podman-compose
    and cloud runtimes to deploy applications using standardized YAML models. It provides
    valuable historical context on container schema evolution.
  language: Markdown
  resource_type: Article
  complexity: Low
  hierarchy:
  - Infrastructure
  - Docker Compose
  - Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'theregister.co.uk: Compose yourselves – Docker has published multi-container
    app spec, needs contributors to help maintain and develop it'
  addition_method: manual
  v2_locations:
  - docker.md
? https://www.theregister.com/software/2020/09/21/coding-unit-tests-is-boring-wouldnt-it-be-cool-if-an-ai-could-do-it-for-you-thats-where-diffblue-comes-in/318634
: description: ''
  addition_method: manual
  content_hash: 510801f6b69ee9018fd5b37d2aa3c5080feb6ea635e368fec50ed10dab9c0e78
  health_score: 100.0
  last_checked: 1779130494.951709
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2020'
  stars: 0
  ai_summary: Highlights Diffblue, an AI tool utilizing reinforcement learning to
    write functional Java unit tests. It helps teams clear technical testing backlogs
    automatically with zero human developer input.
  language: Java
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development Tools
  - AI Assistance
  - Automated Testing
  is_microservice: false
  title: 'theregister.com: Coding unit tests is boring. Wouldn''t it be cool if an
    AI could do it for you? That''s where Diffblue comes in'
? https://www.theregister.com/software/2020/09/22/microservices-guru-says-think-serverless-not-kubernetes-you-dont-want-to-manage-a-towering-edifice-of-stuff/353334
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Analyzes the perspective that modern development teams should choose
    serverless configurations over Kubernetes to prevent managing complex platforms.
    Evaluates operational trade-offs and explains when to utilize FaaS to optimize
    business logic focus.
  language: English
  resource_type: News Interview
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - Comparative Systems
  - Microservices Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'theregister.com: Microservices guru says think serverless, not Kubernetes:
    You don''t want to manage ''a towering edifice of stuff'''
  addition_method: manual
  v2_locations:
  - serverless.md
? https://www.theregister.com/software/2020/10/14/juggling-ansible-openshift-and-k8s-this-is-for-you-red-hat-couples-automation-to-cluster-management/656846
: description: ''
  year: '2020'
  stars: 0
  ai_summary: An analytical piece detailing how architects manage complex workflows
    across bare-metal systems, OpenShift, and standard Kubernetes clusters. It underscores
    how Ansible bridges the gaps that cloud-native orchestration engines cannot directly
    reach, minimizing system isolation and manual intervention.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Automation
  - Kubernetes Management
  - Red Hat Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'theregister.com: Juggling Ansible, OpenShift and K8s? This is for you: Red
    Hat couples automation to cluster management'
  addition_method: manual
  v2_locations:
  - ansible.md
? https://www.theregister.com/software/2020/12/02/75-of-databases-to-be-cloud-hosted-by-2022-says-gartner-while-dishing-on-the-weak-points-of-each-provider/495782
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Evaluates Gartner's historical prediction concerning the massive transition
    of enterprise transactional workloads to cloud platforms. Identifies early challenges
    such as vendor lock-in, dynamic schema optimization, and cloud-provider security
    compliance.
  language: English
  resource_type: Industry Analysis
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Market Trends
  - Cloud Databases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'theregister.com: 75% of databases to be cloud-hosted by 2022, says Gartner
    while dishing on the weak points of each provider'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.theregister.com/software/2021/12/06/mysql-a-pretty-poor-database-says-ex-oracle-engineer/539827:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An opinionated engineering critique of MySQL architecture from a departing
    Oracle engineer. Explores fundamental structural limitations, transactions, query
    execution planning, and contrasts these technical choices with PostgreSQL and
    Oracle database backends.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Databases
  - Relational Databases
  - Critiques
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'theregister.com: MySQL a ''pretty poor database'' says departing Oracle
    engineer'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.theregister.com/software/2021/12/21/how-kubernetes-lowers-costs-and-automates-it-department-work/1316708:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Evaluates the cost-efficiency and performance benefits of transitioning
    IT operations from legacy VMs to Kubernetes-orchestrated workloads. Examines auto-scaling,
    bin-packing, and automated operations as primary factors for decreasing infrastructural
    and labor expenditures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Business Value & ROI
  - Operational Automation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'theregister.com: How Kubernetes lowers costs and automates IT department
    work'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.theregister.com/software/2023/05/26/microsofts-azure-linux-distro-is-now-generally-available/568359:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Focuses on the GA release of Azure Linux, Microsoft's proprietary container
    host OS designed for AKS (CBL-Mariner). Optimized for minimal resource usage,
    fast boot times, and hardened security profiles. Azure Linux provides platform
    architects with a highly resilient host platform for secure Kubernetes worker
    nodes.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Orchestration
  - Operating Systems
  - Azure Linux
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'theregister.com: Microsoft has made Azure Linux generally available. Repeat,
    Azure Linux'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.theserverlessmindset.com/p/best-serverless-database:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides a comprehensive comparison of serverless-friendly databases,
    covering DynamoDB, Aurora Serverless, Supabase, and PlanetScale. Focuses on scaling
    limits, execution connection limits, cold-start latency, and transactional suitability.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Serverless Architecture
  - Databases
  - Selection Criteria
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'theserverlessmindset.com: Choosing the Best Database for Your Serverless
    Project'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://www.theskillpedia.com/managing-docker-images-openshift-tutorial:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Technical guide on managing and tagging container images within Red
    Hat OpenShift. Discusses the utilization of internal OpenShift registries and
    how ImageStream abstractions decouple physical registries from deployable targets.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Containers & Orchestration
  - Red Hat OpenShift
  - Registry Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'theskillpedia.com: Managing docker images - openshift tutorial'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.thestack.technology/how-kubernetes-operators-fit-into-to-platform-building-and-when-traditional-iac-isnt-enough:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Compares traditional static IaC runtimes against active reconciliation
    patterns in Kubernetes Operators. Highlights instances where platform engineering
    teams require continuously running controller loops to prevent configuration drifts.
  language: None
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Kubernetes & Operators
  - Platform Engineering
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: How Kubernetes Operators Fit into Platform Building and When Traditional
    IaC Isn't Enough
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
  - gitops.md
  - iac.md
https://www.thestack.technology/vmware-is-killing-off-56-products-including-vsphere-hypervisor-and-nsx:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Details Broadcom's aggressive consolidation of VMware's product portfolio.
    Analyzes the impact on enterprise infrastructure strategies, driving many organizations
    to accelerate their migrations to bare metal, KVM, or public cloud.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Virtualization
  - Broadcom Era
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thestack.technology: VMware is killing off 56 products amid "tectonic" infrastructure
    shift'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.theverge.com/2022/3/29/23002138/google-docs-markdown-support-formatting-update:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An industry report covering the expansion of native Markdown auto-formatting
    support in Google Docs. Signals the increasing migration of engineering documentation
    workflows into mainstream, corporate office applications, bridging the gap between
    developers and business analysts.
  language: English
  resource_type: News
  complexity: Beginner
  hierarchy:
  - Documentation & Workflow
  - Writing Tools
  - WYSIWYG Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'theverge.com: Google Docs is getting more Markdown support'
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://www.thinksys.com/azure/azure-devops-pipeline-complete-guide:
  addition_method: manual
  content_hash: d6ef7174b152c13306828c3b4f91dea4233447e91b2f2dbc776432b2b9ec9c11
  description: ''
  health_score: 100.0
  last_checked: 1779031555.648076
  stars: 0
  status: online
  title: '==thinksys.com: Azure DevOps Pipeline Complete Guide 2022=='
  v1_locations:
  - docs/azure.md
  year: N/A
https://www.thinksys.com/devops/docker-swarm-vs-kubernetes-comparison:
  addition_method: manual
  content_hash: 243f8fcdb34f3bf0f0feb1d1b2ce64f1212a975c4c0d0fced3c16f41c999ff01
  description: ''
  health_score: 100.0
  last_checked: 1779034517.515303
  stars: 0
  status: online
  title: 'thinksys.com: Docker Swarm vs. Kubernetes: Comparison 2022'
  v1_locations:
  - docs/kubernetes-alternatives.md
  year: N/A
https://www.thinksys.com/devops/kubernetes-autoscaling:
  addition_method: manual
  content_hash: 6e7d2859c98e229a86356d3a61dc1b4bcb1f51f178c93cc1826e506a9dc02bb9
  description: ''
  health_score: 100.0
  last_checked: 1779031064.891122
  stars: 0
  status: online
  title: 'thinksys.com: Understanding Kubernetes Autoscaling'
  v1_locations:
  - docs/kubernetes-autoscaling.md
  year: N/A
https://www.thinksys.com/devops/kubernetes-multi-tenancy:
  addition_method: manual
  content_hash: 472088565403aa52c94d39cd7d62423793732089d306ea649a411c56cd82a2af
  description: ''
  health_score: 100.0
  last_checked: 1779031567.220198
  stars: 0
  status: online
  title: "thinksys.com: Understanding Multi-Tenancy in Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.thomasmaurer.ch:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The personal technical site of Thomas Maurer, providing deep insights
    into hybrid cloud strategies, Azure Arc, governance models, and official certification
    preparation. The content features highly practical blueprints designed to bridge
    on-premises computing environments with modern Azure infrastructure.
  language: None
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Community
  - Blogs
  - Azure Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: thomasmaurer.ch
  addition_method: manual
  v2_locations:
  - azure.md
https://www.thomasmaurer.ch/2020/04/enable-powershell-ssh-remoting-in-powershell-7:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explains configuration tasks to substitute traditional WinRM mechanisms
    with standard SSH tunneling inside PowerShell 7 topologies, enabling secure management
    across Linux platforms.
  language: PowerShell
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Infrastructure Automation
  - Remote Administration
  - SSH
  - PowerShell Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thomasmaurer.ch: Enable PowerShell SSH Remoting in PowerShell 7'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.thomasmaurer.ch/2020/06/how-to-install-a-windows-server-container-host:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Walkthrough details the configuration steps required to install a Windows
    Server Container Host. Outlines command-line options for Docker EE installation,
    virtual network switch provisioning, and base container image configuration, supporting
    legacy application modernization.
  language: PowerShell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - Microsoft Azure
  - Windows Containers
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'thomasmaurer.ch: How to Install a Windows Server Container Host'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.thomasmaurer.ch/2020/07/download-new-azure-architecture-icons-now:
  addition_method: manual
  content_hash: b6784ef1309d02fd4a3b67ad580867c72e447e5bebea05293126a33d8249e1f7
  health_score: 100.0
  last_checked: 1779034031.282671
  v1_locations:
  - docs/cloud-arch-diagrams.md
https://www.thomasmaurer.ch/2020/12/learn-how-to-deploy-and-manage-azure-resources-with-arm-templates:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A legacy introductory guide for writing declarative Azure Resource Manager
    (ARM) JSON templates. Although heavily succeeded by Bicep, it provides foundational
    syntax structure rules.
  language: None
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - ARM Templates
  - Training
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'thomasmaurer.ch: Learn how to deploy and manage Azure resources with ARM
    templates'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.thomasmaurer.ch/2021/02/how-to-check-the-available-vm-sizes-skus-by-azure-region:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A developer-focused guide on programmatically querying available Azure
    Virtual Machine SKUs and family sizes across regional data centers. Demonstrates
    how to leverage Azure CLI and PowerShell parameters to filter regional physical
    constraints, avoiding common deployment-time out-of-stock errors inside IaC pipelines.
  language: English
  resource_type: Admin Guide
  complexity: Intermediate
  hierarchy:
  - Compute & Containers
  - Virtual Machines
  - SKU Discovery
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thomasmaurer.ch: How to check the available VM Sizes (SKUs) by Azure Region'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.thomasmaurer.ch/2021/06/run-cloud-native-apps-on-azure-paas-anywhere:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Exploring the deployment of Azure PaaS services—such as App Service,
    Functions, and Logic Apps—directly onto Azure Arc-enabled Kubernetes clusters.
    It showcases how enterprise teams can run standard cloud-managed offerings in
    on-premises data centers or other public clouds. This strategy combines public
    cloud developer experience with strict on-premises data sovereignty requirements.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Kubernetes
  - Hybrid & Multicloud Solutions
  - App Services on Arc
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thomasmaurer.ch: Run cloud-native apps on Azure PaaS anywhere'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.thomasmaurer.ch/2021/07/getting-started-with-windows-package-manager-winget:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step primer on utilizing winget to bootstrap local developer
    workstations. Shows automation scripts to install tools, customize profiles, and
    manage package dependencies efficiently.
  language: PowerShell
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Developer Experience
  - Package Management
  - Setup Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thomasmaurer.ch: Getting started with Windows Package Manager WinGet'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.thomasmaurer.ch/2021/07/powershell-download-script-or-file-from-github:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A focused tutorial demonstrating how to programmatically download remote
    assets or scripts from GitHub repositories using native PowerShell Cmdlets like
    Invoke-WebRequest. It outlines methods to handle authentication headers, process
    raw file links, and security implications of unvetted script executions. Ideal
    for building bootstrap processes in clean environments.
  language: PowerShell
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Platform Automation & Tooling
  - Command Line Interface
  - PowerShell Networking
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'thomasmaurer.ch: PowerShell: Download script or file from GitHub'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.thomasmaurer.ch/2022/01/how-to-learn-microsoft-azure-in-2022:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A structured roadmap written in 2022 designed to help professionals
    learn Microsoft Azure. While some core networking and landing zone concepts remain
    stable, newer innovations like AI integrations and unified landing zones should
    be supplemented with current 2026 guidelines.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Education
  - Learning Paths
  - Azure Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thomasmaurer.ch: How To Learn Microsoft Azure in 2022'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.thomasmaurer.ch/2023/09/azure-landing-zone-review-assessment:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A structured assessment methodology to evaluate the compliance and maturity
    of existing Azure Landing Zone topologies. It guides teams in identifying misconfigurations
    and security gaps, ensuring that scaling tenant platforms continue to adhere to
    CAF and WAF operational standards.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Governance
  - Frameworks
  - Assessments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thomasmaurer.ch: Azure Landing Zone Review Assessment'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.thorsten-hans.com/azure-arc-enabled-kubernetes-digital-ocean:
  description: ''
  addition_method: manual
  content_hash: abf7ed61211f93e8c87b70819a742f5d021fa0ec229f1f449eed486137c1191f
  health_score: 100.0
  last_checked: 1779130495.003184
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 3
  ai_summary: A comprehensive guide demonstrating how to connect and manage external
    Kubernetes clusters (using DigitalOcean as an example) with Azure Arc. It details
    registering non-Azure clusters to enable unified GitOps, monitoring, and policy
    compliance from the Azure Control Plane.
  language: Markdown
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Multi-Cluster Management
  - Hybrid Cloud
  - Azure Arc
  is_microservice: false
  title: Azure Arc enabled Kubernetes allows you to connect and manage external Kubernetes
    clusters in Azure
https://www.thorsten-hans.com/debugging-apps-in-kubernetes-with-bridge:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Hands-on guide focusing on Microsoft's 'Bridge to Kubernetes' tool for
    direct local debugging within an active cluster context. Evaluates how the mechanism
    redirects traffic to a local machine without modifying production routing topologies.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Development Workflow
  - Local Development
  - Bridge to Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'thorsten-hans.com: Debugging apps in Kubernetes with Bridge'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.thorsten-hans.com/encrypt-your-kubernetes-secrets-with-mozilla-sops:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A hands-on technical walkthrough for using Mozilla SOPS to securely
    encrypt Kubernetes Secrets manifests before committing them to VCS. Perfect for
    engineers implementing secure GitOps strategies with ArgoCD or FluxCD.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - GitOps Encrypted Secrets
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'thorsten-hans.com: Encrypt your Kubernetes Secrets with Mozilla SOPS'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.thorsten-hans.com/hot-reload-net-configuration-in-kubernetes-with-configmaps:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Analyzes hot-reloading configurations in .NET workloads without recycling
    underlying pods. Uses volume-mounted ConfigMaps and file watchers to detect downstream
    manifest mutations in real-time.
  language: C#
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Configuration
  - Runtime Configuration
  - Hot Reloading
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'thorsten-hans.com: Hot-Reload .NET Configuration in Kubernetes with ConfigMaps'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.thoughtworks.com/es-es/insights/blog:
  description: '- [github.com/sirech/example-concourse-pipeline](https://github.com/sirech/example-concourse-pipeline)'
  year: '2020'
  stars: 0
  ai_summary: 'Analyzes the migration patterns from Jenkins or legacy orchestrators
    to Concourse CI, highlighting Concourse''s declarative, stateless, container-first
    pipeline design. (Live Grounding: Concourse CI, though revolutionary for its resource-based
    declarative architecture, has largely been superseded in 2026 by GitOps controllers
    like Argo CD and cloud-native pipeline runners like GitHub Actions).'
  language: YAML
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code & CI-CD
  - CI-CD Pipelines
  - Concourse CI
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "thoughtworks.com: Modernizing your build pipelines with **Concourse CI**
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
  - demos.md
https://www.thoughtworks.com/es/insights/blog/modernizing-your-build-pipelines:
  addition_method: manual
  content_hash: 35f670a232ec76b6cff0f76139bb57f07735789903b4647190ea9aafdd19610a
  description: ''
  health_score: 100.0
  last_checked: 1779029128.712152
  stars: 0
  status: online
  title: "thoughtworks.com: Modernizing your build pipelines with **Concourse CI**'
    \U0001F31F"
  v1_locations:
  - docs/demos.md
  - docs/jenkins.md
  year: N/A
https://www.thoughtworks.com/insights/blog/nosql-databases-overview:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Thoughtworks overview detailing horizontal scaling paradigms, schema
    flexibility, and non-relational query models. Establishes critical architectural
    criteria for selecting optimal distributed databases inside microservices environments.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Data Architecture
  - NoSQL Databases
  - Introductions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thoughtworks.com: NoSQL Databases, an overview'
  addition_method: manual
  v2_locations:
  - nosql.md
https://www.thoughtworks.com/insights/continuous-delivery:
  addition_method: manual
  content_hash: 3fa760463d14e5efb68ad75ed8a382c8d2ca5a32de698fe3caf4cc23f2073922
  health_score: 100.0
  last_checked: 1779032282.521243
  v1_locations:
  - docs/cicd.md
https://www.thoughtworks.com/insights/topic/continuous-delivery:
  addition_method: manual
  content_hash: 2c46f943b8ab8ec852398ae74fad4cb17cd3005a618dab419e3dfb4db56abd48
  health_score: 100.0
  last_checked: 1779130495.008879
  v1_locations:
  - docs/cicd.md
https://www.thoughtworks.com/radar/platforms/kubernetes:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A strategic overview from the Thoughtworks Tech Radar detailing the
    undisputed supremacy of Kubernetes as the container orchestration engine of choice.
    The entry evaluates the operational realities of adopting K8s, noting that while
    it is a de facto standard, organizations must watch out for accidental complexity
    and invest heavily in platform teams.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Infrastructure
  - Kubernetes Orchestration
  - Industry Standards
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'thoughtworks.com: Kubernetes'
  addition_method: manual
  v2_locations:
  - introduction.md
  is_special: true
https://www.thoughtworks.com/radar/techniques/templating-in-yaml:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A Thoughtworks analysis of the architectural risks and syntactical flaws
    associated with raw string-based YAML templating (e.g. Jinja). It proposes using
    semantic, structure-aware AST overlays such as ytt to ensure configuration reliability.
    This is a helpful resource for teams designing massive Kubernetes deployments.
  language: N/A
  resource_type: article
  complexity: advanced
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Advanced Techniques
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'thoughtworks.com: Templating in YAML'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://www.thoughtworks.com/radar/tools/helm:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A professional evaluation of Helm from ThoughtWorks Technology Radar.
    While earlier iterations (Helm v2) posed architectural concerns due to the elevated
    privileges of Tiller, Helm v3's client-only architecture secures its position
    as a stable choice for Kubernetes deployment standardization.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Helm
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'thoughtworks.com: Helm'
  addition_method: manual
  v2_locations:
  - helm.md
  is_special: true
https://www.threatstack.com:
  addition_method: manual
  content_hash: 958c08eaef6a52db162286d6f0e64e3014fc60e99412fb0da5e366a783d72ec2
  description: ''
  health_score: 100.0
  last_checked: 1779033617.795134
  stars: 0
  status: online
  title: Threat Stack
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.threatstack.com/blog/50-best-aws-cloudwatch-tutorials:
  addition_method: manual
  content_hash: 5866a62e1ba5828a72ea74873bbea786ee4dba954cbb5db0322cef69f34a7cf2
  description: ''
  health_score: 100.0
  last_checked: 1779033020.043779
  stars: 0
  status: online
  title: 'threatstack.com: 50 Best AWS CloudWatch Tutorials'
  v1_locations:
  - docs/aws-monitoring.md
  year: N/A
https://www.thunderclient.io:
  addition_method: manual
  content_hash: e2730f8399e1a75f4910471b28803a44c0d699abe174fb4a66f87bda5caa05e2
  health_score: 100.0
  last_checked: 1779030783.670016
  v1_locations:
  - docs/visual-studio.md
https://www.tigera.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The commercial suite behind Project Calico, delivering enterprise-grade
    network security, active defense mechanisms, and unified policy management across
    multi-cloud and bare-metal environments. It adds microsegmentation, detailed observability
    dashboards, and compliance frameworks on top of standard open-source Calico capabilities
    to satisfy tight enterprise governance regulations.
  language: English
  resource_type: Website
  complexity: Advanced
  hierarchy:
  - Networking
  - Security
  - Enterprise Solutions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: tigera.io
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.tigera.io/blog/calico-wireguard-support-with-azure-cni:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines configuring Calico WireGuard encryption overlaying Azure CNI
    networks. Details setting up highly secure node-to-node transport layer encryption
    with minimal CPU overhead. Grounding points to this as an excellent alternative
    to heavy IPsec deployments.
  language: YAML
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking & CNI
  - WireGuard Encryption
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'tigera.io: Calico WireGuard support with Azure CNI'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.tigera.io/blog/comparing-kube-proxy-modes-iptables-or-ipvs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep technical performance comparison between iptables and IPVS (IP
    Virtual Server) routing modes in kube-proxy. Demonstrates why IPVS's hash table
    lookup structures scale with O(1) performance, avoiding the O(N) linear performance
    degradation of iptables in clusters with thousands of services.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - kube-proxy
  - IPVS Routing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'tigera.io: Comparing kube-proxy modes: iptables or IPVS?'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.tigera.io/blog/enforcing-network-security-policies-with-gitops-part-1:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A practical guide for implementing continuous security compliance by
    pairing Calico's declarative NetworkPolicies with ArgoCD. Explains how to construct
    an automated GitOps lifecycle pipeline to validate, audit, and push network enforcement
    rules directly from version-controlled files, preventing manual configuration
    drift on live clusters.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Networking
  - Security
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tigera.io: Enforcing Network Security Policies with GitOps – Part 1 (Calico
    + ArgoCD)'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.tigera.io/blog/kubernetes-security-policy-10-critical-best-practices:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A strategic framework for designing cluster-wide network policies, using
    tiered structures, explicit default-deny states, and labeling schemas to scale
    security dynamically.
  language: N/A
  resource_type: article
  complexity: Advanced
  hierarchy:
  - Cloud Native Networking
  - Network Policies
  - Calico & Tigera Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "tigera.io: Kubernetes security policy design: 10 critical best practices
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.tigera.io/blog/turbocharging-aks-networking-with-calico-ebpf:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An official Tigera blog post covering the implementation steps for deploying
    the Calico eBPF data plane on AKS networks. Shows direct performance comparison
    over standard networking schemes. Highlights resource savings, security enforcement,
    and high-speed data planes.
  language: Bash
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking & CNI
  - Calico eBPF
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'tigera.io: Turbocharging AKS networking with Calico eBPF'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.tigerdata.com/blog/prometheus-vs-opentelemetry-metrics-a-complete-guide:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Provides a comprehensive architectural comparison between Prometheus
    metric collection (pull-based, PromQL-native) and OpenTelemetry (push-based OTLP,
    multi-signal trace correlation). Guides technical architects on choosing the appropriate
    framework or blending them in a hybrid topology.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Standards
  - Metrics Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'timescale.com: Prometheus vs. OpenTelemetry Metrics: A Complete Guide'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.tigerdata.com/cloud:
  addition_method: manual
  content_hash: 361828a04b77b17eec948ad47a2e6f33f7a163fdc1e2f489fb3c7e5c16a4c084
  health_score: 100.0
  last_checked: 1779130494.992606
  v1_locations:
  - docs/monitoring.md
https://www.tigerdata.com/learn/postgres-cheat-sheet:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: A PostgreSQL developer guide prioritizing connection pools, psql terminal
    controls, custom configurations, and transactional isolations. Includes quick-lookup
    rules for optimizing index setups and managing WAL parameters.
  language: SQL
  resource_type: Cheat Sheet
  complexity: Intermediate
  hierarchy:
  - Databases & Storage
  - Relational Databases
  - PostgreSQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: postgrescheatsheet.com
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.tiktok.com/@broadwayourwaysf/video/7645007016355745037?_r=1&_t=ZT-96kKlRAHb49:
  last_checked: 1780401152.31572
  score: 15
  status: FILTERED
https://www.timescale.com/blog/generate-and-store-opentelemetry-traces-automatically:
  addition_method: manual
  content_hash: f0ed8e9f2d1ab95eab3a917a8e7a1c5fd3e38aa5380f165c858dd8fb3247e5f7
  description: ''
  health_score: 100.0
  last_checked: 1779030575.239054
  stars: 0
  title: 'timescale.com: Kubernetes Observability in One Command: How to Generate''
    and Store OpenTelemetry Traces Automatically'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.timescale.com/blog/prometheus-vs-opentelemetry-metrics-a-complete-guide:
  addition_method: manual
  content_hash: c7e62cc924ae5e7314a5f4d4e604531933dc1553802c71832681b3d984f38cac
  description: ''
  health_score: 100.0
  last_checked: 1779030846.999314
  stars: 0
  status: online
  title: 'timescale.com: Prometheus vs. OpenTelemetry Metrics: A Complete Guide'
  v1_locations:
  - docs/monitoring.md
  year: N/A
https://www.timewatch.com/blog/outlook-resource-scheduling:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details Outlook's administrative resource scheduler designed to coordinate
    shared physical and digital workspace assets like conference rooms, vehicles,
    and equipment.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Workspace Features
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'timewatch.com: Outlook Resource Scheduling – View and report on Employee
    Outlook Calendars'
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://www.timewatch.com/outlook-resource-scheduling:
  addition_method: manual
  content_hash: b543bffce8e7e006065d585e87ba9d3a975f3555610aa50bc4bf67f6cee9ddcb
  description: ''
  health_score: 100.0
  last_checked: 1779031694.941074
  stars: 0
  status: online
  title: 'timewatch.com: Outlook Resource Scheduling – View and report on Employee''
    Outlook Calendars'
  v1_locations:
  - docs/appointment-scheduling.md
  year: N/A
https://www.tkng.io:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: An expansive, authoritative reference encyclopedia covering the entirety
    of the Kubernetes networking domain. Provides deep architectural insights into
    CNI interface contracts, CoreDNS resolutions, kube-proxy iptables or IPVS modes,
    and advanced routing patterns.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Comprehensive Guide
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "tkng.io: The Kubernetes Networking Guide \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.tkng.io/arch:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A highly precise, deep-dive architectural dissection of the core Kubernetes
    networking design philosophy. It systematically charts port mappings, interface
    attachments, loopbacks, and CNI execution chains, demonstrating how flat networks
    are established and maintained over diverse node pools.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Networking
  - Fundamentals
  - Network Model
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "tkng.io/arch: THE KUBERNETES NETWORK MODEL \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.toolbox.com/tech/devops/articles/automating-sre-to-scale-operations:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details how SRE scaling models prevent traditional operating overhead
    from scaling linearly with system volume. Emphasizes shifting operational efforts
    into reusable platform engineering products.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Operations
  - Site Reliability Engineering
  - Scalability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "toolbox.com: Site Reliability Engineering: What Is It and How Can It Help
    Scale Operations? \U0001F31F"
  addition_method: manual
  v2_locations:
  - sre.md
https://www.toolbox.com/tech/devops/articles/more-organizations-adopting-gitops:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Investigates driver trends steering enterprise migrations toward GitOps
    continuous deployment frameworks. Emphasizes security advantages of pull-based
    agent synchronization over traditional push models, minimizing the necessity of
    sharing high-privilege cluster credentials with external CI runners.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Adoption Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'toolbox.com: Why Are Organizations Adopting GitOps for Continuous Deployment
    in 2022?'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.toptal.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An elite, highly selective talent marketplace matching the top three
    percent of freelance software developers, designers, and project managers globally.
    Features rigorous testing and English-proficiency validation to guarantee top-tier
    delivery for complex enterprise platforms.
  language: N/A
  resource_type: SaaS
  complexity: Advanced
  hierarchy:
  - Careers
  - Freelancing
  - Talent Marketplaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: toptal
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.toptal.com/kubernetes/service-mesh-comparison:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034223.760437
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "toptal.com: A Kubernetes Service Mesh Comparison \U0001F31F"
  v1_locations:
  - docs/servicemesh.md
  v2_locations:
  - servicemesh.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering toptal.com:
    A Kubernetes Service Mesh Comparison \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.toptal.com/software/trunk-based-development-git-flow:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034211.428211
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'toptal.com: Trunk-based Development vs. Git Flow'
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering toptal.com:
    Trunk-based Development vs. Git Flow in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.toptechskills.com/ansible-tutorials-courses:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An aggregated directory of high-quality courses, sandbox tutorials,
    and certification preparation resources. Curates practical pathways to assist
    operations teams in validating skills and developing complex infrastructure configurations.
  language: English
  resource_type: Resource Index
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Education
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "toptechskills.com: Ansible Tutorials & Courses \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.toptechskills.com/ansible-tutorials-courses/speed-up-ansible-playbooks-pipelining-mitogen:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details Mitogen connection plugin integration with Ansible. Analyzes
    native SSH overhead bottlenecks and shows how Mitogen's pipelining engine and
    multiplexed processes can reduce CPU utilization on controller nodes while speeding
    up runtimes by over 600%.
  language: Python/YAML
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "toptechskills.com: How to Speed Up Your Ansible Playbooks Over 600% \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.traceable.ai/blog-post/use-the-owasp-api-top-10-to-secure-your-apis:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details architectural methods to remediate risks outlined in the OWASP
    API Security Top 10. Reviews API discovery methodologies, behavioral auditing,
    and runtime blocking patterns. Essential reading for operations teams building
    continuous API security pipelines across heterogeneous architectures.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Mitigation Standards
  - API Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'traceable.ai: Use the OWASP API Top 10 To Secure Your APIs'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.travis-ci.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: One of the early cloud-hosted CI pipelines establishing the YAML configuration-as-code
    standard. Though historically highly influential, Travis CI has ceded technical
    territory to modern GitOps-native and tightly-integrated enterprise cloud runners.
  language: Ruby
  resource_type: Platform
  complexity: Low
  hierarchy:
  - Software Delivery
  - CI-CD Platforms
  - Legacy Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Travis CI
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.trek10.com/blog/beginners-guide-to-using-terraform-with-aws:
  addition_method: manual
  content_hash: 7f61e9a97e6a9dbcc3f2e954bde4db4ed208deaf6c60619a44ff7ace7d9b397b
  description: ''
  health_score: 100.0
  last_checked: 1779033361.235103
  stars: 0
  status: online
  title: "trek10.com: Beginner's Guide to Using Terraform with AWS \U0001F31F"
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.trek10.com/blog/control-tower-then-vs-now:
  addition_method: manual
  content_hash: ad251c2f13950503eaaa02e9d9061628ead020456d00eb39e927c858bb977b2a
  description: ''
  health_score: 100.0
  last_checked: 1779031062.354111
  stars: 0
  status: online
  title: 'trek10.com: Control Tower: Then vs Now'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.trek10.com/blog/pragmatic-enterprise-cicd:
  addition_method: manual
  content_hash: eb32c83701af6b48a72cc99c2939f34570b03274e0d939fb5b3877a985920c22
  description: ''
  health_score: 100.0
  last_checked: 1779031621.344076
  stars: 0
  status: online
  title: 'trek10.com: Enterprise CI/CD on AWS: a pragmatic approach'
  v1_locations:
  - docs/cicd.md
  year: N/A
https://www.tremolo.io/post/pipelines-and-kubernetes-authentication:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A tactical guide outlining security risks of using long-lived ServiceAccount
    tokens within build pipelines. Recommends implementing ephemeral OIDC federation
    tokens and short-lived credential models to authenticate pipelines securely.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Authentication Protocols
  - CI/CD Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'tremolosecurity.com: Pipelines and Kubernetes Authentication'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.tremolo.io/post/secure-access-to-kubernetes-from-your-pipeline:
  description: ''
  addition_method: manual
  content_hash: c17e4721166824bbb679907ad0a4351ee3a4ea692c998bcd4ee6ad8d68466250
  health_score: 100.0
  last_checked: 1779130495.018799
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 3
  ai_summary: A detailed technical guide on securing CI/CD pipelines when interacting
    with Kubernetes APIs. It showcases integrating OpenID Connect (OIDC) authentication
    flow into runner tasks to avoid long-lived high-privilege service account keys.
  language: Markdown
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Security
  - CI/CD Security
  - Identity & Access
  is_microservice: false
  title: 'tremolosecurity.com: Secure Access to Kubernetes From Your Pipeline'
https://www.tremolo.io/post/updating-kube-oidc-proxy:
  description: ''
  addition_method: manual
  content_hash: 05b0bb2eb0b40da1592c5241ee201ad4eea2b91c59c24fd059508c54075fbf21
  health_score: 100.0
  last_checked: 1779130494.94129
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 2
  ai_summary: A step-by-step upgrade guide focusing on resolving depreciations within
    the kube-oidc-proxy operator ecosystem. It discusses maintaining backward compatibility,
    secure certificate authority upgrades, and safe user token validation transfers.
  language: Markdown
  resource_type: Technical Article
  complexity: Medium
  hierarchy:
  - Security
  - Identity & Access
  - Reverse Proxy
  is_microservice: false
  title: 'tremolosecurity.com: Updating kube-oidc-proxy'
https://www.tremolosecurity.com/post/pipelines-and-kubernetes-authentication:
  addition_method: manual
  content_hash: 460035d7ed1ca4cc537b04e23567c535c51c399992deb23290f94e4ca370dbf2
  description: ''
  health_score: 100.0
  last_checked: 1779031226.564212
  stars: 0
  status: online
  title: 'tremolosecurity.com: Pipelines and Kubernetes Authentication'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.tremolosecurity.com/post/secure-access-to-kubernetes-from-your-pipeline:
  addition_method: manual
  content_hash: 5cf4d324be0620b92ef442c160510d6d9f0cc037c1e243e753dbb83ee8c3cc0c
  description: ''
  health_score: 100.0
  last_checked: 1779031712.015446
  stars: 0
  status: online
  title: 'tremolosecurity.com: Secure Access to Kubernetes From Your Pipeline'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://www.tremolosecurity.com/post/updating-kube-oidc-proxy:
  addition_method: manual
  content_hash: 7fbc3181a8228abf5b684e04035db44dc0aa0c5da8933087fb5976c5468aee6c
  description: ''
  health_score: 100.0
  last_checked: 1779030742.359759
  stars: 0
  status: online
  title: '==tremolosecurity.com: Updating kube-oidc-proxy=='
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://www.tricentis.com/blog/automated-continuous-performance-testing:
  addition_method: manual
  content_hash: 7a83ad104a05da294d85c17895a2adf15280f445f0e2706ddc3efefc11a1f82f
  description: ''
  health_score: 100.0
  last_checked: 1779033119.297588
  stars: 0
  status: online
  title: 'tricentis.com: Getting started with automated continuous performance testing'
  v1_locations:
  - docs/api.md
  year: N/A
https://www.triggermesh.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031586.164565
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: TriggerMesh
  v1_locations:
  - docs/serverless.md
  v2_locations:
  - serverless.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering TriggerMesh
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.trilio.io/triliovault-for-kubernetes:
  description: ''
  year: '2025'
  stars: 4
  ai_summary: TrilioVault for Kubernetes is a policy-driven backup manager designed
    for GitOps and multi-cloud container setups. Captures complete application layouts,
    secret configurations, and dynamic CSI volumes.
  language: Go
  resource_type: Product
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Enterprise Backup
  - Proprietary Platforms
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: TrillioVault for Kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://www.trio.dev/react/resources/angular-vs-react:
  addition_method: manual
  content_hash: d3be670a8f8e8897182845ebd6b1673045e60ab7e8545606b555ea2019fe312e
  description: ''
  health_score: 100.0
  last_checked: 1779034493.672627
  stars: 0
  status: online
  title: 'trio.dev: Angular vs React: Is Angular Dead?'
  v1_locations:
  - docs/devel-sites.md
  year: N/A
https://www.tripwire.com/state-of-security/devops/everything-need-to-know-about-ci-cd-security:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033827.508705
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'tripwire.com: Everything You Need to Know About CI/CD and Security'
  v1_locations:
  - docs/cicd.md
  v2_locations:
  - cicd.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering tripwire.com:
    Everything You Need to Know About CI/CD and Security in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.troyhunt.com/your-api-versioning-is-wrong-which-is:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Written by security researcher Troy Hunt, this critical post satirizes
    and analyzes the classic struggle of API versioning. Hunt discusses the tradeoffs
    between URI-based versioning, custom request headers, and content-negotiation
    accept headers, detailing how each approach introduces unique maintenance and
    caching challenges. The article serves as a pragmatist's guide to adopting simple,
    maintainable versioning schemas.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - Versioning & Evolution
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'troyhunt.com: Your API versioning is wrong, which is why I decided to do
    it 3 different wrong ways'
  addition_method: manual
  v2_locations:
  - api.md
https://www.truelancer.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A global freelance marketplace catering to cost-efficient development
    services, design, and content creation. Widely utilized for rapid prototyping
    and quick, transactional dev workloads where cost minimization is the principal
    objective.
  language: N/A
  resource_type: SaaS
  complexity: Beginner
  hierarchy:
  - Careers
  - Freelancing
  - Talent Marketplaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: truelancer
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.trustradius.com/platform-as-a-service-paas:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030597.45841
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: What is Platform as a Service Software?
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering What is
    Platform as a Service Software? in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.tusacentral.com/joomla/index.php/mysql-blogs/243-mysql-on-kubernetes-demystified:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demystifies MySQL container orchestration inside Kubernetes. Details
    local storage access, stateful set configuration, service discovery networks,
    and high-availability design constraints.
  language: Conceptual
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - MySQL Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'tusacentral.com: MySQL on Kubernetes demystified'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.tutorialspoint.com:
  addition_method: manual
  content_hash: 6609a311fb0e4384e9f2dd6218ef67fe420e2974191aea18619640aaae85962a
  health_score: 100.0
  last_checked: 1779034223.861887
  needs_ai_refresh: true
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/elearning.md
  v2_locations:
  - elearning.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.tutorialspoint.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.tutorialspoint.com/jmeter/pdf/jmeter_quick_guide.pdf:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Reference manual covering basic JMeter thread management and test flow
    structures. Designed to help teams write simple API validations and performance
    regression scripts.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Performance Engineering
  - Load Testing
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'tutorialspoint.com: JMeter Quick Guide'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://www.tutorialspoint.com/openshift:
  addition_method: manual
  content_hash: f09fc89bf3d8390ceaa1170e80ee3096e88425d8d23d2bbd6f7683bf7be108f6
  description: ''
  health_score: 100.0
  last_checked: 1779030009.406334
  stars: 0
  status: online
  title: tutorialspoint.com/openshift
  v1_locations:
  - docs/elearning.md
  year: N/A
https://www.tutorialspoint.com/openshift/index.htm:
  description: ''
  year: '2022'
  stars: 2
  ai_summary: A structured beginner-level curriculum tracking OpenShift deployment
    pipelines, application configuration, and node architecture. While useful as a
    high-level conceptual primer, it lacks deep-dive coverage of modern GitOps, service
    mesh platforms, and multi-tenant isolation techniques.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Cloud Platforms
  - OpenShift
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: tutorialspoint.com/openshift
  addition_method: manual
  v2_locations:
  - elearning.md
https://www.tutorialworks.com/difference-docker-containerd-runc-crio-oci:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A technical comparison of the modern containerization layer. Clarifies
    the historical shift from standard Docker daemons to high-performance low-level
    runtimes like containerd and CRI-O via the Container Runtime Interface (CRI).
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Container Runtime
  - OCI Standards
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'tutorialworks.com: The differences between Docker, containerd, CRI-O and
    runc'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.tutorialworks.com/podman-systemd:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep dive into container auto-start architectures utilizing systemd
    unit files synthesized via `podman generate systemd`. This approach leverages
    native Linux init systems for container lifecycle orchestration, service restart
    policies, dependency tracking, and journald telemetry without requiring daemon
    overhead.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Service Orchestration
  - Systemd Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'tutorialworks.com: How to Start Containers Automatically, with Podman and
    Systemd'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.twistlock.com:
  addition_method: manual
  content_hash: 61e75da2e5f6a0ab85cddc84bf4eab34802948be1ba962b2da3ee9207571924b
  description: ''
  health_score: 100.0
  last_checked: 1779031468.703206
  stars: 0
  status: online
  title: Twistlock
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.twitch.tv/acloudguruofficial:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Interactive live streaming channel by A Cloud Guru. Features technical
    walkthroughs, Q&A sessions, real-time live-labs, and exam prep discussions, serving
    as a live community resource for DevOps engineers and cloud architects.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - Training
  - Community Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: twitch.tv/acloudguruofficial
  addition_method: manual
  v2_locations:
  - aws-training.md
https://www.twitch.tv/redhatopenshift:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: Interactive Twitch channel showing weekly live engineering sessions,
    cluster debugging, and community architecture discussions. Allows platform engineers
    to interact directly with Red Hat designers, offering a unique venue for informal,
    high-fidelity technical Q&A.
  language: English
  resource_type: Live Stream
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Community & Collaboration
  - Media & Streaming
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: twitch.tv/redhatopenshift
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.typescriptlang.org:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official guides outlining TypeScript integration for scalable JavaScript
    apps. Discusses compile-time interfaces, strong typing decorators, modular configurations,
    and class structures optimized for reliable cloud deployment.
  language: TypeScript
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Languages
  - TypeScript
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'docs.microsoft.com: Build JavaScript applications using TypeScript'
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.uber.com/us/en/blog/modernizing-artifact-storage:
  addition_method: automatic
  ai_summary: 'Curator Insight: A classic systems engineering case study showing how
    large monorepo developer workflows can be optimized by migrating build-time dependency
    resolution to managed cloud storage. Live Grounding (MCP): Production evaluations
    detail Uber''s decade-long on-prem legacy architecture and the hybrid multi-region
    cloud deployment that replaced it, achieving robust SLA guarantees while significantly
    reducing cluster operational overhead.'
  category: cicd-kubernetes-plugins
  complexity: Advanced
  content_hash: N/A
  description: How Uber transitioned from an on-premise custom cluster to a modernized,
    managed cloud storage system to handle global monorepo dependencies.
  hierarchy:
  - DevOps and SRE
  - Artifact Lifecycle Management
  - Hybrid Infrastructure
  is_microservice: false
  language: English
  last_checked: 1780352705.314541
  reputation_status: Vetted
  reputation_summary: Regarded as a highly informative, production-proven architectural
    reference for massive monorepo scaling and build system optimization.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (UberEng)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  title: Modernizing Artifact Storage at Uber
  year: '2026'
https://www.uber.com/us/en/blog/scaling-real-time-traffic:
  addition_method: automatic
  ai_summary: 'Curator Insight: Uber AI''s ongoing research into spatial-temporal
    predictions highlights the necessity of blending deep neural networks with physical
    topology representations.


    Live Grounding: This May 2026 publication demonstrates how a customized Graph-Aware
    Transformer handles complex map networks with low latency at Uber''s global scale.


    Engineering Highlights:

    - Combines graph network topologies with attention mechanisms to process high-dimensional
    spatial-temporal inputs.

    - Integrates with real-time serving infrastructure to reduce CPU overhead during
    prediction steps.

    - Directly improves ETA precision and dispatch routing without increasing system
    resource footprint.'
  category: ai-agents-mcp
  complexity: advanced
  content_hash: N/A
  description: Uber's engineering deep-dive on scaling spatial-temporal prediction
    models for real-time traffic forecasting using a customized Graph-Aware Transformer
    architecture.
  hierarchy:
  - Artificial Intelligence
  - Deep Learning
  - Spatial-Temporal Forecasting
  - Graph Transformers
  is_microservice: false
  language: en
  last_checked: 1780352168.173257
  reputation_status: Vetted
  reputation_summary: Highly praised research from Uber AI demonstrating efficient
    spatial-temporal deep learning models deployed at hyper-scale for transport networks.
  resource_type: article
  social_preview_url: ''
  source_provenance: X.com (UberEng)
  stars: 4
  status: online
  suggested_new_category: mlops
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  title: Scaling Real-Time Traffic Forecasting with a Graph-Aware Transformer
  year: '2026'
https://www.uber.com/us/en/blog/solving-the-agent-identity-crisis:
  addition_method: automatic
  ai_summary: 'Curator Insight: Uber’s identity framework presents a pioneering solution
    to the auditability gap in autonomous agent-to-agent (A2A) workflows. Live Grounding
    outlines how the architecture integrates Model Context Protocol (MCP) with SPIRE-backed
    workload identities and a secure Security Token Service (STS). By enforcing a
    cryptographically signed ''actor chain'' JWT, Uber enables complete end-to-end
    lineage tracking, showing precisely which human operator initiated a multi-hop
    agentic system action.'
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: N/A
  description: Detailed overview of Uber's cryptographically secure SPIRE and MCP-based
    identity framework for microservice-aware AI agents.
  hierarchy:
  - Cloud Security
  - AI Agents
  - Identity and Access Management
  is_microservice: true
  language: en
  last_checked: 1780352424.113375
  reputation_status: Vetted
  reputation_summary: Highly influential technical case study by Uber's security and
    platform team.
  resource_type: blog
  social_preview_url: ''
  source_provenance: X.com (UberEng)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - CASE STUDY
  - ENTERPRISE-STABLE
  title: Solving the Identity Crisis for AI Agents
  year: '2026'
https://www.udacity.com/course/web-accessibility--ud891:
  addition_method: manual
  content_hash: ce125cf594074ceb4bbb1418da825ced4882e429cad735b863e745ab67f23b37
  health_score: 100.0
  last_checked: 1779030232.165419
  needs_ai_refresh: true
  v1_locations:
  - docs/javascript.md
https://www.udemy.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031215.666111
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Udemy.com
  v1_locations:
  - docs/elearning.md
  v2_locations:
  - elearning.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Udemy.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/ansible-essentials-simplicity-in-automation:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034318.852816
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Udemy.com: Ansible Essentials: Simplicity in Automation (Free Tutorial)'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Udemy.com:
    Ansible Essentials: Simplicity in Automation (Free Tutorial) in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/course/amazon-eks-starter-kubernetes-on-aws:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032622.451215
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'udemy.com: amazon eks starter kubernetes on aws'
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering udemy.com:
    amazon eks starter kubernetes on aws in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/course/containers-101:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031466.576905
  stars: 0
  title: 'udemy.com: Containers 101 (free)'
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://www.udemy.com/course/just-enough-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030346.196594
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'udemy.com: Just enough kubernetes to be dangerous (free)'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering udemy.com:
    Just enough kubernetes to be dangerous (free) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/course/kubernetes-for-developers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031094.087131
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Kubernetes for developers
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Kubernetes
    for developers in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/course/kubernetes-getting-started:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031574.166704
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Kubernetes: Getting Started (Free)'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Kubernetes:
    Getting Started (Free) in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/course/learn-devops-kubernetes-deployment-by-kops-and-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033906.266518
  stars: 0
  title: 'udemy.com: Learn Devops Kubernetes deployment by kops and terraform (free)'
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://www.udemy.com/course/learn-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031125.594897
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Kubernetes for the Absolute Beginners
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Kubernetes
    for the Absolute Beginners in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/course/microservices-architecture-the-complete-guide:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033046.50925
  stars: 0
  title: 'udemy.com: Microservices Architecture - The Complete Guide'
  v1_locations:
  - docs/elearning.md
  year: N/A
https://www.udemy.com/course/microservices-with-spring-boot-and-spring-cloud:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032457.072491
  stars: 0
  title: 'udemy.com: Master Microservices with Spring Boot and Spring Cloud'
  v1_locations:
  - docs/elearning.md
  year: N/A
https://www.udemy.com/course/openshift-4-desde-cero:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031351.739532
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "Udemy: OpenShift 4 desde cero \U0001F31F"
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering Udemy:
    OpenShift 4 desde cero \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/how-to-architect-with-a-design-for-failure-approach:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031064.303371
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Udemy - AWS: How to Architect with a Design for Failure Approach'
  v1_locations:
  - docs/aws-backup.md
  v2_locations:
  - aws-backup.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Udemy
    - AWS: How to Architect with a Design for Failure Approach in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/learn-devops-advanced-kubernetes-usage:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032177.760579
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'udemy.com: Learn DevOps: Advanced Kubernetes Usage'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering udemy.com:
    Learn DevOps: Advanced Kubernetes Usage in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/learn-devops-ci-cd-with-jenkins-using-pipelines-and-docker:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030873.87371
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'udemy.com: Learn DevOps: CI/CD with Jenkins using Pipelines and Docker'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering udemy.com:
    Learn DevOps: CI/CD with Jenkins using Pipelines and Docker in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/learn-devops-infrastructure-automation-with-terraform:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031084.675028
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'udemy.com: Learn DevOps: Infrastructure Automation With Terraform'
  v1_locations:
  - docs/terraform.md
  v2_locations:
  - terraform.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering udemy.com:
    Learn DevOps: Infrastructure Automation With Terraform in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/learn-devops-the-complete-kubernetes-course:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031809.679831
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'udemy.com: Learn DevOps: The Complete Kubernetes Course'
  v1_locations:
  - docs/kubernetes-tutorials.md
  v2_locations:
  - kubernetes-tutorials.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering udemy.com:
    Learn DevOps: The Complete Kubernetes Course in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/openshift-enterprise-installation-and-configuration/learn/v4/overview:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031099.078602
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'udemy.com: OpenShift Enterprise v3.2 Installation and Configuration'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering udemy.com:
    OpenShift Enterprise v3.2 Installation and Configuration in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/red-hat-openshift:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032588.704731
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'udemy.com: Red Hat OpenShift With Jenkins: DevOps For Beginners'
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering udemy.com:
    Red Hat OpenShift With Jenkins: DevOps For Beginners in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/the-complete-jenkins-course-for-developers-and-devops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033844.664537
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'udemy.com: Master Jenkins CI For DevOps and Developers'
  v1_locations:
  - docs/jenkins.md
  v2_locations:
  - jenkins.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering udemy.com:
    Master Jenkins CI For DevOps and Developers in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.udemy.com/ultimate-openshift-bootcamp-by-school-of-devops:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033917.088269
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "udemy.com: Ultimate Openshift (2018) Bootcamp by School of Devops \U0001F31F"
  v1_locations:
  - docs/openshift.md
  v2_locations:
  - openshift.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering udemy.com:
    Ultimate Openshift (2018) Bootcamp by School of Devops \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.umbrellainfocare.com/blogs/cloud-and-devops-are-made-for-each-other:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'Curator Insight: Explores the symbiotic ecosystem formed when cloud
    services utilize modern continuous deployment pipelines. Live Grounding: Explains
    how virtualization and elastic cloud sizing provide the underlying infrastructure
    that continuous software testing demands.'
  language: en
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps & Platforms
  - Infrastructure
  - Cloud Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'umbrellainfocare.com: Cloud and DevOps are Made for Each Other'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.unifieddatascience.com/data-lake-design-patterns-on-aws-amazon-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive reference detailing architectural paradigms for deploying
    durable data lakes on AWS. Examines Amazon S3 lifecycle rules, AWS Glue meta-catalog
    configurations, and Athena query optimizations.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Data Lakes
  - AWS Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'unifieddatascience.com: Data lake design patterns on AWS (Amazon) cloud'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.unifieddatascience.com/data-lake-design-patterns-on-azure-microsoft-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A design pattern manual detailing Azure-based Data Lake infrastructure
    blueprints. Explores structural storage tiers, ADLS Gen2 directory hierarchies,
    identity configurations, and analytics service pipelines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Data Lakes
  - Azure Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'unifieddatascience.com: Data lake design patterns on Azure (Microsoft) cloud'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.unifieddatascience.com/data-lake-design-patterns-on-google-cloud:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Detailed reference architecture mapping design paths for deploying scalable
    data lakes inside Google Cloud Platform (GCP). Reviews Cloud Storage setups, BigQuery
    access schemas, and serverless ingestion patterns.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Data Lakes
  - Google Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'unifieddatascience.com: Data lake design patterns on google (GCP) cloud'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.unifiedguru.com/gitops-and-the-cloud-operating-model-vmware-cloud-community:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779030868.576772
  v1_locations:
  - docs/gitops.md
https://www.union.ai:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: A managed enterprise platform powered by Flyte, designed to orchestrate
    complex machine learning and data engineering workloads. It delivers serverless
    operational abstraction, dynamic scaling, robust isolation structures, and unified
    lineage tracing across multi-cloud environments.
  language: None
  resource_type: Cloud Platform
  complexity: Advanced
  hierarchy:
  - MLOps
  - Cloud Platforms
  - Flyte Managed
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: Union Cloud
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.union.ai/blog-post/machine-learning-in-production:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A granular transcript and architectural review of an end-to-end production
    ML pipeline workflow. Identifies key infrastructure challenges such as reliable
    data ingestion, continuous model validation, distributed caching, and metadata
    lineage tracking.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Model Life Cycle
  - Enterprise Patterns
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: "Machine Learning in Production. What does an end-to-end ML workflow look
    like in production? (transcript) \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.union.ai/blog-post/production-grade-ml-pipelines-flyte-vs-kubeflow:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A direct, architecture-focused comparison between Flyte and Kubeflow
    for building enterprise-grade pipelines. Evaluates core architectural differences,
    trade-offs in structural state management, ease of local development, compile-time
    type validation, and deployment complexity on Kubernetes.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - MLOps
  - Orchestration
  - Comparative Analysis
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'union.ai: Production-Grade ML Pipelines: Flyte™ vs. Kubeflow'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.unixarena.com/2022/04/terraform-source-credentials-from-aws-secret-manager.html:
  addition_method: manual
  content_hash: 62cf29779ebb7f31b512cbd686c47c08c1402e3ebcd0a2d472f8374035f5195c
  description: ''
  health_score: 100.0
  last_checked: 1779029954.493985
  stars: 0
  status: online
  title: '==unixarena.com: Terraform – Source credentials from AWS secret Manager=='
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.unixmen.com:
  description: ''
  year: '2025'
  stars: 3
  ai_summary: Linux and UNIX ecosystem repository hosting comprehensive system configuration
    walkthroughs, software integrations, and general operating system guides for infrastructure
    engineers.
  language: English
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Ecosystem
  - Learning Portals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "unixmen.com \U0001F31F"
  addition_method: manual
  v2_locations:
  - linux.md
https://www.upwork.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033586.491101
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "upwork \U0001F31F"
  v1_locations:
  - docs/freelancing.md
  v2_locations:
  - freelancing.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering upwork
    \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.useanvil.com/blog/engineering/load-balancing-grpc-in-kubernetes-with-istio:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains why traditional L4 Kubernetes service proxies fail to properly
    distribute traffic for HTTP/2-based gRPC connections. Details how Istio acts at
    Layer 7 to intelligently resolve multiplexed gRPC endpoints and distribute load
    evenly across backend pods.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - gRPC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'useanvil.com: Load balancing gRPC in Kubernetes with Istio'
  addition_method: manual
  v2_locations:
  - istio.md
https://www.usepine.com/blog/en/improving-cert-manager-self-check-speed-when-issuing-certificates:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Pinpoints performance issues in cert-manager HTTP01 validation loops
    during rapid provisioning. Demonstrates split-horizon DNS patterns and internal
    validation proxy setups that speed up Let's Encrypt validation and certificate
    generation.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Operations
  - Certificate Management
  - Optimization Techniques
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'usepine.com: Improving cert-manager HTTP01 self-check speed'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.ust.com/en/insights/do-we-really-need-kubernetes-and-containers:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030000.914802
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ust.com: Do we really need Kubernetes and containers?'
  v1_locations:
  - docs/introduction.md
  v2_locations:
  - introduction.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ust.com:
    Do we really need Kubernetes and containers? in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.valuecoders.com/blog/devops/devops-for-enterprises-growth:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines the business benefits of adopting modern DevOps practices.
    Connects automated pipelines and cross-functional teams directly to faster feature
    releases, lower operations costs, and higher system uptime.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps Methodology
  - Executive Strategy
  - Business Value
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'valuecoders.com: Why Should You Adopt DevOps To Deliver Business Value Rapidly?'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.valuecoders.com/blog/technology-and-apps/why-should-you-adopt-devops-to-deliver-business-value-rapidly:
  addition_method: manual
  content_hash: 69d68e5ed9f0e9e266490863c10b062815149eedfd6e41a4d7f1c86459c0406c
  description: ''
  health_score: 100.0
  last_checked: 1779032820.168067
  stars: 0
  status: online
  title: 'valuecoders.com: Why Should You Adopt DevOps To Deliver Business Value Rapidly?'
  v1_locations:
  - docs/devops.md
  year: N/A
https://www.vamsitalkstech.com/architecture/a-deepdive-into-kubernetes-multitenancy-1-2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Part one of a multi-tenancy deep dive introducing isolation concepts.
    Examines the baseline challenges of tenant workloads on shared control planes
    and hypervisor-driven isolation schemes.
  language: Go
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Core Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vamsitalkstech.com: Introduction to Kubernetes Multi-tenancy..(1/2)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.vamsitalkstech.com/architecture/kubernetes-multitenancy-best-practices-architecture-models-2-2:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Part two of a multi-tenancy deep dive comparing logical soft multi-tenancy
    to hard isolated virtualization layers. Analyzes the financial and security profiles
    of disparate cluster design approaches.
  language: Go
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Architectural Models
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vamsitalkstech.com: Kubernetes Multi-tenancy Best Practices & Architecture
    Model..(2/2)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.vantage.sh:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Vantage.sh is a modern cloud cost management (FinOps) platform providing
    deep visibility into AWS, Snowflake, and Kubernetes expenditures. It aggregates
    resource usage metrics to recommend automated saving policies, RI purchasing,
    and spot transitions. Grounding confirms its role as a premier enterprise tool
    to manage complex multi-cloud financial posture.
  language: N/A
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Cloud Platform
  - AWS Infrastructure
  - Cost Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: vantage.sh
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://www.varinsights.com/doc/parallel-system-validation-the-end-of-devops-0001:
  description: ''
  addition_method: manual
  content_hash: 5915c597db52bbb75978a05bb57ffb1d5c0bd2e6a4cc0ced583c546bd6d8258e
  health_score: 100.0
  last_checked: 1779130494.935413
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2021'
  stars: 0
  ai_summary: A strategic discussion surrounding 'Parallel System Validation', exploring
    how real-time replication of production traffic to test stages replaces older,
    sequential Dev-Test-Deploy loops with continuous assurance environments.
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Development Methodology
  - DevOps
  - Validation
  is_microservice: true
  title: 'softwarebusinessgrowth.com: Parallel System Validation – The End Of DevOps'
https://www.varnish-cache.org:
  addition_method: manual
  content_hash: e0844cb158119bb1bcb1abc2f55095125f882afc0dc45c13327617f30b4afbcb
  description: ''
  health_score: 100.0
  last_checked: 1779030441.460858
  stars: 0
  status: online
  title: Varnish Cache
  v1_locations:
  - docs/caching.md
  year: N/A
https://www.varnish-cache.org/installation/redhat:
  addition_method: manual
  content_hash: 9c783895f617ffb07864a3f74b5b16cd11e775762735203c0c8690b8e9fa8faf
  description: ''
  health_score: 100.0
  last_checked: 1779030173.194646
  stars: 0
  status: online
  title: 'varnish-cache.org: Installation on RedHat'
  v1_locations:
  - docs/caching.md
  year: N/A
https://www.varnish-software.com:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Commercial portal for Varnish Software. It showcases enterprise extensions,
    massive cache storage configurations, real-time metrics dashboards, and distributed
    high-availability features built to scale globally.
  language: English
  resource_type: Product Page
  complexity: Intermediate
  hierarchy:
  - Data & Caching
  - Edge Caching
  - Varnish
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: varnish-software.com
  addition_method: manual
  v2_locations:
  - caching.md
https://www.varnish.org/index.html:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: Varnish Cache is an extremely fast, thread-optimized HTTP reverse proxy
    and cache director. It provides the powerful Varnish Configuration Language (VCL)
    allowing platform engineers to define custom request routing at the cache edge.
  language: C
  resource_type: Open Source Software
  complexity: Advanced
  hierarchy:
  - Data & Caching
  - Edge Caching
  - Varnish
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Varnish Cache
  addition_method: manual
  v2_locations:
  - caching.md
https://www.varnish.org/index.html/installation/redhat:
  addition_method: manual
  content_hash: 7b93980ef7841fe4774f46e0a76697a887d72136319fe16dc2d48b5b64f6952d
  health_score: 100.0
  last_checked: 1779130495.017346
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/caching.md
  v2_locations:
  - caching.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.varnish.org
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.vaultproject.io:
  addition_method: manual
  content_hash: 84f75eb49bfbbe4baa3a2b4fcdcef970fc19e108662f6f7ef69e7d97250e9bb5
  description: ''
  health_score: 100.0
  last_checked: 1779034450.542294
  stars: 0
  status: online
  title: vaultproject.io
  v1_locations:
  - docs/devsecops.md
  year: N/A
https://www.vcluster.com:
  description: ''
  addition_method: manual
  content_hash: a0b9044feadf578d45d85da3e90f5dd95de96274aa497b8c1f545e6f02f2a042
  health_score: 100.0
  last_checked: 1779029116.227475
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2026'
  ai_summary: vcluster represents the industry-leading standard for running virtual
    Kubernetes clusters inside a single physical host namespace. It isolates the control
    plane, including API servers, storage, and controllers, reducing resource overhead
    compared to dedicated hardware nodes. This architecture significantly accelerates
    testing cadences and simplifies complex multi-tenant control paradigms.
  language: Go
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - Multi-Tenancy
  - Virtualization
  is_microservice: false
  title: vcluster.com
https://www.vcluster.com/blog/checklist-for-kubernetes-based-development:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A developer-focused architecture checklist detailing ideal steps to
    build, optimize, and organize localized dev frameworks on top of cluster infrastructure
    without incurring severe cognitive overhead.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes Developer Experience
  - Standards & Workflows
  - Checklists
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "loft.sh: Checklist for Kubernetes-Based Development \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://www.vcluster.com/blog/docker-compose-to-kubernetes-step-by-step-migration:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An operations guide detailing step-by-step conversion methodologies
    for migrating multi-container applications from Docker Compose to production-ready
    Kubernetes manifests. Emphasizes declarative object creation and service mapping.
  language: YAML
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Migration
  - Dev Environments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "loft.sh: Docker Compose to Kubernetes: Step-by-Step Migration \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.vcluster.com/blog/gitops-kubernetes-explained:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive conceptual guide detailing how virtualized cluster architectures
    interact with GitOps models. Explores key patterns of control loops, manifest
    management, and declarative state verification inside production infrastructures.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Kubernetes Native
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: GitOps + Kubernetes Explained'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.vcluster.com/blog/how-to-set-up-kubernetes-requests-and-limits:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'An enterprise-focused tutorial explaining the logistics of setting
    requests and limits.

    - Explains how these settings affect autoscaling (HPA) and cost metrics.

    - Suggests workflows for building sustainable developer guardrails.'
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Resource Management
  - Resource Planning
  - Requests and Limits
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: How to Set Up Kubernetes Requests and Limits'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.vcluster.com/blog/kubernetes-admission-controllers-what-they-are-and-why-they-matter:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A high-density architectural breakdown of the API server's webhook intercept
    lifecycle. Explains mutating webhooks, validation plugins, and how they enforce
    compliance and security standards in cluster operations.
  language: N/A
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Security
  - Admission Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes Admission Controllers: What They Are and Why They Matter'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.vcluster.com/blog/kubernetes-and-ldap-enterprise-authentication-for-kubernetes:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Outlines pattern-driven integrations for bridging classic corporate
    LDAP servers with modern Kubernetes clusters. Focuses on identity broker abstractions
    like Dex to map legacy LDAP groups to Kubernetes RBAC definitions.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - Enterprise Authentication
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes and LDAP: Enterprise Authentication for Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.vcluster.com/blog/kubernetes-cost-monitoring-with-prometheus-and-grafana:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explains how to harness native Prometheus resource allocation metrics
    combined with community tools like Kubecost to model cluster spending. Provides
    strategies for isolating workloads, dividing costs by namespace or tenant, and
    building real-time cost transparency dashboards in multi-tenant environments.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Advanced Telemetry & FinOps
  - Cost Management
  - Telemetry-Driven Budgeting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes Cost Monitoring with Prometheus & Grafana'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.vcluster.com/blog/kubernetes-dashboards-headlamp:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A comprehensive technical comparison evaluating Headlamp as an alternative
    to the standard Kubernetes dashboard. Highlighted for its robust extensibility
    model via React plugins, it allows platform teams to build customized dashboards
    with minimal visual overhead.
  language: TypeScript
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - UI & Dashboards
  - Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes Dashboards: Headlamp'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://www.vcluster.com/blog/kubernetes-monitoring-dashboards-5-best-open-source-tools:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: An expert analysis comparing five of the best open-source monitoring
    dashboards for Kubernetes clusters. Evaluates each tool's resource consumption,
    Prometheus/Grafana integration capabilities, and ability to handle multi-tenant
    visual partitioning.
  language: N/A
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Observability
  - Dashboards
  - Tooling Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes Monitoring Dashboards - 5 Best Open-Source Tools'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://www.vcluster.com/blog/kubernetes-multi-tenancy-why-virtual-clusters-are-the-best-solution:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Evaluates virtual clusters (vcluster) as the premier tool for hard multi-tenancy.
    Explains how virtualizing the control plane mitigates etcd pollution and simplifies
    development lifecycle structures.
  language: Go
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Virtual Clusters
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes Multi-Tenancy: Why Virtual Clusters Are The Best Solution'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.vcluster.com/blog/kubernetes-network-policies-a-practitioners-guide:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An operator's tactical guide. Outlines configuration mistakes to avoid,
    selector best practices, and automated testing strategies for policy deployments.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Security
  - Network Policy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "loft.sh: Kubernetes Network Policies: A Practitioner's Guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.vcluster.com/blog/kubernetes-network-policies-for-isolating-namespaces:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A prescriptive playbook for securing multi-tenant clusters, detailing
    how to isolate development, staging, and production namespaces using declarative
    policies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Networking
  - Security
  - Namespace Isolation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "loft.sh: Kubernetes Network Policies for Isolating Namespaces \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.vcluster.com/blog/kubernetes-nginx-ingress:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Provides ten practical and essential tuning annotations for NGINX Ingress
    controllers. Addresses tuning buffer limits, client timeouts, custom headers,
    and rate limits to maximize safety and application performance in production.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Networking
  - Ingress
  - NGINX Config
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "loft.sh: Kubernetes NGINX Ingress: 10 Useful Configuration Options \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.vcluster.com/blog/kubernetes-on-windows-6-life-saving-tools-and-tips:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A technical resource detailing operational best practices, troubleshooting
    mechanisms, and performance-tuning tricks for running Windows Server containers
    on hybrid Kubernetes clusters. It addresses common networking pitfalls (such as
    Calico or Flannel overlay differences) and resource limitation differences between
    Linux namespaces and Windows Job Objects. It provides engineering teams with practical
    tips to facilitate legacy .NET Framework containerization.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Windows Containers
  - Guides
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes on Windows: 6 Life-Saving Tools & Tips'
  addition_method: manual
  v2_locations:
  - kubernetes.md
  - kubernetes-tools.md
https://www.vcluster.com/blog/kubernetes-rbac-basics-and-advanced-patterns:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deconstructs advanced RBAC patterns, focusing on namespace isolation,
    virtual cluster (vcluster) control planes, and resolving performance regressions
    associated with large-scale policy databases.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes RBAC: Basics and Advanced Patterns'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.vcluster.com/blog/kubernetes-statefulset-examples-and-best-practices:
  description: '- [loft-sh.medium.com: Kubernetes StatefulSet — Examples & Best Practices](https://loft-sh.medium.com/kubernetes-statefulset-examples-best-practices-902cd50f7fff)'
  year: '2021'
  stars: 4
  ai_summary: Explores the design space of StatefulSets, concentrating on Volume Claim
    Templates, headless services, and storage scaling hazards. Highlights best practices
    for migrating production database clusters into cloud-native topologies.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Workloads
  - StatefulSets
  - Best Practices
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes StatefulSet - Examples & Best Practices'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.vcluster.com/blog/kubernetes-virtual-clusters-for-ci-cd-testing:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Demystifies the deployment of virtual clusters (vcluster) on shared
    physical hardware to support rapid testing. It explains how virtual control planes
    significantly minimize cloud bills while providing namespace segregation and administrative
    freedom.
  language: English
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - Virtual Clusters
  - Tenant Isolation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'loft.sh: Kubernetes: Virtual Clusters For CI/CD & Testing'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.vcluster.com/blog/multi-tenant-kubernetes-clusters-challenges-and-useful-tooling:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Surveys the open-source landscape for multi-tenant cluster enablement.
    Compares the operational overhead and capabilities of virtual cluster runtimes,
    custom controllers, and admission webhooks.
  language: Go
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Tooling Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: Multi-Tenant Kubernetes Clusters: Challenges and Useful Tooling'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.vcluster.com/blog/platform-engineering-the-definitive-guide:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Comprehensive guide from the creators of vcluster detailing the architectural
    layers of an IDP. Highlights developer experience, platform-backed virtual clusters,
    and multi-tenant self-service orchestration, addressing how virtualizing Kubernetes
    environments accelerates deployment cycles.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Guides
  - Foundational
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'loft.sh: Platform Engineering: The Definitive Guide'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.vcluster.com/blog/self-service-kubernetes-namespaces-are-a-game-changer:
  description: ''
  year: '2023'
  stars: 1
  ai_summary: Examines developer onboarding architectures using vcluster to spawn
    self-service virtual namespaces. Reduces shared API control plane bottlenecks
    and simplifies structural governance for platform operators.
  language: Go
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Tenancy
  - Self-Service
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "Self-Service Kubernetes Namespaces Are A Game-Changer \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.vcluster.com/blog/skaffold-vs-tilt-vs-devspace:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth evaluation comparing Skaffold, Tilt, and DevSpace. Highlights
    real-time build and synchronization mechanics, declarative profiles, and templated
    manifest rendering capabilities.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes Developer Experience
  - Inner-Loop Automation
  - Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: Skaffold vs Tilt vs DevSpace'
  addition_method: manual
  v2_locations:
  - kubernetes-based-devel.md
https://www.vcluster.com/blog/the-cost-of-managed-kubernetes-a-comparison:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive cost analysis comparing managed Kubernetes offerings
    from major cloud providers (EKS, GKE, AKS). The post introduces multi-tenancy
    and virtual cluster technologies (vcluster) as key architectural methods to significantly
    reduce management control plane fees and idle node costs.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Financial Operations
  - FinOps
  - Kubernetes Costs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "loft.sh: The Cost of Managed Kubernetes - A Comparison \U0001F31F"
  addition_method: manual
  v2_locations:
  - finops.md
https://www.vcluster.com/blog/using-kubernetes-ephemeral-containers-for-troubleshooting:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This guide explains how to leverage Kubernetes Ephemeral Containers—the
    native, standard way to troubleshoot running pods without pre-packaging debug
    tools in production images. By launching a temporary diagnostic container within
    the target pod's namespace, engineers can safely run tools like curl, tcpdump,
    or strace. This represents the modern, secure gold standard for debugging production
    distroless containers.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Troubleshooting
  - Ephemeral Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'loft.sh: Using Kubernetes Ephemeral Containers for Troubleshooting'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.veeam.com/products/cloud/kubernetes-data-protection.html:
  description: ''
  year: '2025'
  stars: 5
  ai_summary: Kasten K10 by Veeam is the preeminent data protection and disaster recovery
    platform built natively for Kubernetes. Simplifies metadata protection, block-level
    persistent backup, and migration via direct cloud storage drivers.
  language: Go
  resource_type: Product
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Enterprise Backup
  - Proprietary Platforms
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: Kasten
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
? https://www.veeam.com/products/cloud/kubernetes-data-protection.html/kubernetes/resources/books/kubernetes-backup-and-dr-for-dummies
: addition_method: manual
  health_score: 64.0
  last_checked: 1779130494.992115
  v1_locations:
  - docs/kubernetes-backup-migrations.md
https://www.velotio.com/engineering-blog/autoscaling-in-kubernetes-using-hpa-vpa:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A developer-focused engineering comparison analyzing the operational
    differences and compatibility conflicts of HPA and VPA. Instructs on configuring
    boundaries to ensure stable application scaling.
  language: N/A
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Kubernetes & Scaling
  - Production Practices
  - Autoscaling Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'velotio.com: Autoscaling in Kubernetes using HPA and VPA'
  addition_method: manual
  v2_locations:
  - kubernetes-autoscaling.md
https://www.velotio.com/engineering-blog/getting-started-with-kubernetes-operators-golang-based-part-3:
  addition_method: manual
  content_hash: 9a6cf0b07e6db3280474f134eac1c8907f09c22c1bcd1cc0c024e4d170f50cf6
  description: ''
  health_score: 100.0
  last_checked: 1779032793.277482
  needs_ai_refresh: true
  stars: 0
  title: 'velotio.com: Getting Started With Kubernetes Operators (Golang Based) -''
    Part 3'
  v1_locations:
  - docs/kubernetes-operators-controllers.md
  year: N/A
https://www.velotio.com/engineering-blog/getting-started-with-kubernetes-operators-helm-based-part-1:
  description: "- [medium.com: Getting Started With Kubernetes Operators (Ansible
    Based) — Part 2](https://medium.com/velotio-perspectives/getting-started-with-kubernetes-operators-ansible-based-part-2-472eb0d453b7)\n
    \   - [velotio.com: Getting Started With Kubernetes Operators (Golang Based) -
    Part 3](https://www.velotio.com/engineering-blog/getting-started-with-kubernetes-operators-golang-based-part-3)"
  year: '2021'
  stars: 0
  ai_summary: A multi-phase training guide tracking operator design frameworks. It
    walks through building Helm-based control planes, transitioning to Ansible controllers,
    and writing performant Golang reconcilers.
  language: N/A
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Resources
  - Education
  - Tutorial Series
  - Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'medium.com: Getting Started With Kubernetes Operators (Helm Based) - Part
    1'
  addition_method: manual
  v2_locations:
  - kubernetes-operators-controllers.md
https://www.vice.com/en/article/g5y37j/thousands-of-software-engineers-say-the-job-market-is-getting-much-worse:
  addition_method: manual
  content_hash: 31719bd15bededc57107588aab8fb196f5fc67f971ac8e38617f57344c449ceb
  description: ''
  health_score: 100.0
  last_checked: 1779031402.258758
  stars: 0
  status: online
  title: 'vice.com: Thousands of Software Engineers Say the Job Market Is Getting''
    Much Worse'
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://www.vice.com/en/article/thousands-of-software-engineers-say-the-job-market-is-getting-much-worse:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A detailed look at the post-2023 technical labor contraction. It details
    the macroeconomic forces, high interest rates, and mass layoffs that ended the
    developer recruiting boom of 2021, shifting leverage back to employers.
  language: English
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Labor Trends
  - Market Contraction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vice.com: Thousands of Software Engineers Say the Job Market Is Getting
    Much Worse'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.viewnext.com/front-end-vs-back-end:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Explica la división fundamental del desarrollo de software entre el
    Front End y el Back End. Describe las tecnologías clave de la capa de presentación
    (HTML, CSS, JavaScript frameworks) y las arquitecturas de servidor de la capa
    lógica, bases de datos y APIs que las sostienen.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Full-Stack Fundamentals
  - Architectural Roles
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'viewnext.com: Front End vs Back End (spanish)'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.viewnext.com/que-es-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A Spanish-language introduction to GitOps, covering the conceptual alignment
    with DevOps methodologies, developer self-service paradigms, and the underlying
    pull-based synchronization agents that govern cloud-native environments.
  language: Spanish
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - GitOps
  - Introduction
  - Spanish Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'viewnext.com: ¿Qué es GitOps?'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.virtualizationhowto.com/2023/08/best-kubernetes-management-tools-in-2023:
  description: ''
  addition_method: manual
  content_hash: af5411ba43fffd7393b457afa87b088d4049fcadb9c53647e94c21fc02116510
  health_score: 100.0
  last_checked: 1779031548.875567
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  ai_summary: Highlights and compares top-tier administration and orchestration tools
    for Kubernetes platforms. Discusses the evolution of dashboards, CLI controllers,
    multi-cluster consoles, and local cluster engines optimized for professional administration
    in hybrid-cloud setups.
  language: Bash
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Operations
  - Curation
  is_microservice: false
  title: 'virtualizationhowto.com: Kubernetes Best Kubernetes Management Tools in''
    2023'
https://www.virtualizationhowto.com/2024/02/vmware-by-broadcom-lesson-dont-base-your-career-on-a-product:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Reflects on the rapid changes post-Broadcom acquisition of VMware, serving
    as a cautionary tale for technical practitioners. Advises diversifying skills
    beyond proprietary ecosystems into open-source tooling like Kubernetes and Proxmox.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Methodology
  - Careers
  - Enterprise Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'virtualizationhowto.com: VMware by Broadcom Lesson: Don’t base your career
    on a product'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.visidata.org:
  addition_method: manual
  content_hash: c814353df480bf347a8651f86c6b3875725c81b40382e7a924a54a18a546bdfb
  description: ''
  health_score: 100.0
  last_checked: 1779032756.763819
  needs_ai_refresh: true
  stars: 0
  title: visidata
  v1_locations:
  - docs/yaml.md
  year: N/A
  is_special: true
https://www.visual-paradigm.com/scrum/scrum-vs-waterfall-vs-agile-vs-lean-vs-kanban:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive comparison of major software development paradigms,
    breaking down the operational mechanics of Scrum, Kanban, Waterfall, Agile, and
    Lean. Synthesizes when to leverage iterative sprints versus continuous flow models
    to maximize delivery velocity and quality.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Agile Methodologies
  - Process Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'visual-paradigm.com: Scrum vs Waterfall vs Agile vs Lean vs Kanban'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.vladionescu.me/posts/scaling-containers-on-aws-in-2022:
  description: ''
  addition_method: manual
  content_hash: d26dcefdbb2334e758bd4f67a4b734c8cd3c86ae4ea2573bec24028578d25802
  health_score: 100.0
  last_checked: 1779034373.136279
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: A benchmarking comparison of container orchestration engines on AWS.
    It evaluates cold-start limits, container provisioning metrics, and control plane
    auto-scaling responsiveness between ECS and EKS under enterprise workloads.
  language: N/A
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Computing
  - AWS
  - Containers
  is_microservice: false
  title: '==vladionescu.me: Scaling containers on AWS in 2022 (comparison)=='
https://www.vmware.com/products/app-platform/tanzu:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Provides the canonical reference architecture for running high-scale
    Spring Cloud applications natively on Kubernetes. Evaluates Spring Cloud Kubernetes
    integrations for service discovery, centralized configuration via ConfigMaps,
    and seamless external secrets management, aligning with 2026 Tanzu application
    platform standards.
  language: Java
  resource_type: Reference Architecture
  complexity: Advanced
  hierarchy:
  - Application Development
  - Cloud-Native Java
  - Tanzu Framework
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "tanzu.vmware.com: Microservices with Spring Cloud Kubernetes Reference Architecture
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
  - demos.md
https://www.vmware.com/products/cloud-infrastructure/vsphere:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A transformative enterprise initiative (Project Pacific) that embedded
    native Kubernetes capabilities directly into the ESXi hypervisor. vSphere with
    Tanzu enables virtualization administrators to manage VMs and native Tanzu Kubernetes
    Grid (TKG) guest clusters inside a single vSphere Client interface, converging
    IT operations.
  language: Proprietary
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Virtualization
  - VMware Tanzu
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: '**VMware vSphere 7 with Kubernetes** - Project Pacific'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.vmware.com/products/vsphere.html:
  addition_method: manual
  content_hash: 36bd511c2b3bb7a1a8cecf170652901dd419c9d1bf33702eb986d81eebdcdaa3
  description: ''
  health_score: 100.0
  last_checked: 1779032455.317308
  stars: 0
  status: online
  title: '**VMware vSphere 7 with Kubernetes** - Project Pacific'
  v1_locations:
  - docs/kubernetes-on-premise.md
  - docs/matrix-table.md
  year: N/A
https://www.vogella.com/tutorials:
  description: ''
  year: '2023'
  stars: 2
  ai_summary: An extensive library of software architecture write-ups focused primarily
    on Git structures, Java microservices development, and traditional IDE configurations.
    Very helpful for standard legacy design, though lacking modern Kubernetes-native
    patterns.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Development
  - Java Ecosystem
  - Eclipse & Git
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: vogella.com
  addition_method: manual
  v2_locations:
  - elearning.md
https://www.vogella.com/tutorials/ApacheMaven/article.html:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Step-by-step foundational tutorial covering Project Object Model configuration,
    standard lifecycle phases, dependency management, and Eclipse integration patterns.
  language: English
  resource_type: Educational Resource
  complexity: Beginner-Intermediate
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Tutorials & Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vogella.com: Maven for Building Java application - Tutorial'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://www.vpnranks.com/news/belgian-defense-ministry-under-cyber-attack-due-to-log4j-vulnerability:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A case study examining a cyberattack on the Belgian Defense Ministry
    that exploited the Log4Shell vulnerability. It illustrates how quickly malicious
    actors can operationalize exploits following public disclosures. This study highlights
    the need for continuous vigilance and rapid, automated patching across critical
    public sector systems.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Vulnerabilities
  - Real-World Incidents
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'vpnranks.com: Belgian Defense Ministry Under Cyber Attack Due to Log4j Vulnerability'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.vshn.ch/en/blog/a-very-quick-comparison-of-kubernetes-serverless-frameworks:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A condensed comparative post evaluating resource profiles, container
    dependencies, and lifecycle abstractions for executing serverless frameworks on
    Kubernetes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - Framework Comparisons
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'vshn.ch: A (Very!) Quick Comparison of Kubernetes Serverless Frameworks'
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.vxav.fr/2021-09-13-interacting-with-containerd-runtime-for-kubernetes:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030842.403637
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'vxav.fr: Interacting with containerd runtime for kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering vxav.fr:
    Interacting with containerd runtime for kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.w3.org/TR:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779032753.948552
  v1_locations:
  - docs/api.md
https://www.w3schools.io/file/yaml-vs-yml:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: An article detailing the historical background and OS-level implications
    of choosing `.yaml` vs `.yml` file extensions. It clarifies naming behaviors across
    modern orchestrators and configuration parsers to ensure consistency across teams.
  language: N/A
  resource_type: article
  complexity: beginner
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'w3schools.io: YAML - yaml vs yml file'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://www.wappalyzer.com/technologies/documentation-tools/mkdocs:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Wappalyzer's web-telemetry tracking the enterprise-scale adoption of
    the MkDocs engine. It demonstrates that the 'Docs-as-Code' model has captured
    a massive share of internal and external API reference portals, proving that engineering
    teams prefer version-controlled Markdown over traditional SaaS wikis.
  language: English
  resource_type: Analytics
  complexity: Intermediate
  hierarchy:
  - Documentation & Workflow
  - Static Site Generators
  - Case Study
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: websites that use MkDocs
  addition_method: manual
  v2_locations:
  - mkdocs.md
https://www.warp.dev:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A modern, Rust-based terminal emulator incorporating AI agent assistance
    directly into the command-line interface. Reimagines input fields like text editors,
    supports real-time workspace collaboration, and native context-sharing for accelerated
    platform ops troubleshooting.
  language: English
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Command-Line Utilities
  - Terminal Emulators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Warp: The Agentic Development Environment'
  addition_method: manual
  v2_locations:
  - ai.md
  - developerportals.md
https://www.warpbuild.com:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Analyzes the cost-benefit trade-offs between deploying many small worker
    nodes versus fewer large nodes. Examines daemon overhead, scheduling efficiency,
    IP exhaustion, and system stability vectors.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Architecture
  - Infrastructure Sizing
  - Compute Scaling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "argonaut.dev: Choosing an Optimal Kubernetes Worker Node Size \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.waypointproject.io:
  addition_method: manual
  content_hash: ddcd8af21ca0d588edbf1538d3d5087557b2415ec1848041f07a653fcb60455c
  description: ''
  health_score: 100.0
  last_checked: 1779034521.347723
  stars: 0
  status: online
  title: waypointproject.io
  v1_locations:
  - docs/gitops.md
  - docs/jenkins-alternatives.md
  year: N/A
https://www.weave.works:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: The enterprise Kubernetes distribution offering from Weaveworks (WKP)
    built heavily around declarative GitOps concepts and Cluster API. Following Weaveworks'
    operational cessation in early 2024, WKP is no longer commercially active, but
    its patterns directly influenced modern multi-cluster management strategies.
  language: English
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Kubernetes Distributions
  - Enterprise Distributions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weave.works: Weave Kubernetes Platform'
  addition_method: manual
  v2_locations:
  - gitops.md
  - cicd.md
https://www.weave.works/blog/6-business-benefits-of-kubernetes:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: From the creators of GitOps, this analysis frames Kubernetes not just
    as an engineering luxury but as an enterprise driver. Key features highlighted
    include multi-cloud flexibility, faster software release cycles, robust self-healing
    infrastructure, and container-driven resource optimization.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Business Architecture
  - Value Proposition
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weave.works: 6 Business Benefits of Kubernetes'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.weave.works/blog/aws-networking-overview---part-2:
  addition_method: manual
  content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9
  description: ''
  health_score: 100.0
  last_checked: 1779031111.951615
  stars: 0
  status: online
  title: AWS and Kubernetes Networking Options and Trade-Offs (part 2)
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.weave.works/blog/case-study-national-australia-bank-decreases-operational-overhead-with-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines how National Australia Bank (NAB) utilized GitOps to minimize
    deployment friction, satisfy stringent compliance audits, and dramatically reduce
    operational overhead. Illustrates real-world recovery from multi-region outages
    using declarative definitions.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - GitOps
  - Enterprise
  - Case Studies
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weave.works: Case Study: National Australia Bank Decreases Operational Overhead
    with GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.weave.works/blog/category/kubernetes:
  addition_method: manual
  content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9
  description: ''
  health_score: 100.0
  last_checked: 1779030737.621544
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  title: weave.works/blog/category/kubernetes
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering weave.works/blog/category/kubernetes
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.weave.works/blog/deutsche-telekom-explain-why-they-chose-gitops-for-5g:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Case study analyzing how major telecommunications networks (e.g., Deutsche
    Telekom) apply GitOps workflows to govern large-scale 5G infrastructure. Curator
    Insight validates complex hybrid deployments, while Live Grounding proves the
    absolute necessity of Git-driven edge management to ensure consistent performance
    over thousands of remote kubernetes endpoints.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Telco & Edge
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'weave.works: The world’s largest telcos are now embracing GitOps. Deutsche
    Telekom explains why'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.weave.works/blog/flamingo-expand-argo-cd-with-flux:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Presents Flamingo, the Flux subsystem for Argo CD, engineered to combine
    Flux's backend reconciliation engine with Argo CD's interactive visual interface.
    Live Grounding shows that while Flamingo successfully bridged the competitive
    divide between the two GitOps leaders, platform engineering trends in 2026 skew
    heavily toward pure-play choices or abstracted Internal Developer Platforms (IDPs).
  language: Markdown
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Deployment & Orchestration
  - GitOps
  - ArgoCD & Flux
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weave.works: Flamingo: Expand Argo CD with Flux'
  addition_method: manual
  v2_locations:
  - flux.md
https://www.weave.works/blog/gitops-in-the-modern-enterprise:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Discusses scale and standardization of GitOps in complex IT portfolios.
    Promotes automation across hybrid infrastructures using Git configurations as
    policy frameworks. Note: Concepts are highly standardized globally, though Weaveworks
    is legacy.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - GitOps
  - Enterprise
  - Automation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'weave.works: Ops Automation - GitOps in the Modern Enterprise'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.weave.works/blog/gitops-takes-devops-teams-to-higher-levels-of-maturity:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses DevOps organizational maturity gains driven by GitOps patterns.
    Argues that transitioning from push-based script automation to active controller-based
    reconciliation radically improves Mean Time to Recovery (MTTR) and enables strict,
    system-level operational auditing.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Organizational Maturity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weave.works: GitOps takes DevOps teams to higher levels of maturity'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.weave.works/blog/introduction-to-kubernetes-pod-networking--part-1:
  addition_method: manual
  content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9
  description: ''
  health_score: 100.0
  last_checked: 1779032951.05517
  stars: 0
  status: online
  title: AWS and Kubernetes Networking Options and Trade-Offs (part 1)
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.weave.works/blog/introduction-to-service-meshes-on-kubernetes-and-progressive-delivery:
  addition_method: manual
  content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9
  description: ''
  health_score: 100.0
  last_checked: 1779032406.910659
  stars: 0
  status: online
  title: "weave.works: Introduction to Service Meshes on Kubernetes and Progressive'
    Delivery \U0001F31F"
  v1_locations:
  - docs/servicemesh.md
  year: N/A
https://www.weave.works/blog/kubernetes-cluster:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Details the core elements forming a Kubernetes cluster, covering worker
    nodes, control plane systems (etcd, scheduler, API server), and pod networking.
    Explains how these interconnected components synchronize state to ensure continuous
    deployment consistency.
  language: English
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Cloud Native & Kubernetes Core
  - Container Orchestration
  - Fundamentals
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "weave.works: What is a Kubernetes Cluster? \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.weave.works/blog/kubernetes-components-that-makeup-its-architecture:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A high-fidelity architectural reference cataloguing the operational
    mechanisms of etcd, the API server, and kubelet. Provides direct insight into
    state reconciliation and distributed consensus frameworks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Control Plane
  - Distributed Systems
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "weave.works: Kubernetes components that make up its architecture \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.weave.works/blog/kubernetes-deployment-strategies:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: A classic GitOps and Progressive Delivery reference guide. Details how
    to coordinate deployment updates, using Git repositories as the source of truth,
    alongside progressive delivery tools like Flagger.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Deployments
  - Strategies
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "weave.works: Kubernetes Deployment Strategies \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.weave.works/blog/kubernetes-in-the-enterprise:
  addition_method: manual
  content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9
  description: ''
  health_score: 100.0
  last_checked: 1779030268.819479
  stars: 0
  status: online
  title: '==weave.works: Podcast: Kubernetes has won the enterprise=='
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.weave.works/blog/manage-thousands-of-clusters-with-gitops-and-the-cluster-api:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An architectural guide exploring the intersection of Cluster API (CAPI)
    and GitOps (specifically Flux) to manage fleet-scale Kubernetes deployments. It
    outlines the declaration of tenant clusters as custom resources (CRDs) in a management
    cluster, enabling automated multi-cluster life cycle control. Following Weaveworks'
    exit in 2024, this approach remains standard, but is now realized using CNCF Flux
    and native CAPI providers.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Cluster Management
  - GitOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weave.works: Manage Thousands of Clusters with GitOps and the Cluster API'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.weave.works/blog/managing-kubernetes-with-gitops-in-a-multi-cluster-multi-cloud-world:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Demonstrates how Flux-based GitOps patterns manage complex fleet deployments
    across heterogeneous cloud providers. Note: While Weaveworks closed in early 2024,
    the multi-cluster architectures outlined here remain highly influential in the
    CNCF Flux and Open GitOps communities.'
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - GitOps
  - Multi-Cluster
  - Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weave.works: Managing Kubernetes with GitOps in a multi-cluster, multi-cloud
    world'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.weave.works/blog/one-year-kured-kubernetes-reboot-daemon:
  addition_method: manual
  content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9
  health_score: 100.0
  last_checked: 1779030987.129631
  v1_locations:
  - docs/kubernetes-tools.md
https://www.weave.works/blog/progressively-delivering-applications-across-cloud-and-on-premise:
  addition_method: manual
  content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9
  description: ''
  health_score: 100.0
  last_checked: 1779034406.411973
  stars: 0
  status: online
  title: 'weave.works: Progressively Delivering Applications Across Cloud and On-Premise.''
    Using Kuma & GitOps to implement canary releasing'
  v1_locations:
  - docs/cicd.md
  year: N/A
https://www.weave.works/blog/the-definitive-guide-to-kubernetes-in-production:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: A comprehensive production-readiness roadmap. Addresses key criteria
    like security boundaries, network policies, cluster observability, auto-scaling
    mechanisms, and disaster recovery strategies required for mission-critical deployments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Operations
  - Production Readiness
  - Best Practices
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: "weave.works: The Definitive Guide to Kubernetes in Production \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.weave.works/blog/the-history-of-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Traces the term 'GitOps' from its coining in 2017 by Weaveworks' Alexis
    Richardson. Documents its growth alongside Kubernetes operators and custom controllers
    to its eventual standardization as a pivotal paradigm in modern cloud-native systems.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - GitOps
  - Introduction
  - History
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "weave.works: The History of GitOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.weave.works/blog/theres-more-to-gitops-than-meets-the-eye:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores structural changes in teams adopting GitOps. Asserts that GitOps
    is not merely a tooling change but a fundamental shift towards collaborative operations,
    peer reviews for infrastructure modifications, and self-documenting architectures.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Methodology
  - Advanced Perspectives
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weave.works: There’s More to GitOps Than Meets the Eye'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.weave.works/blog/tools-for-automating-and-implementing-cloud-native-patterns:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: 'Weave Works article detailing software tools engineered to validate
    cloud-native standards. Introduces continuous delivery mechanisms and GitOps reconciliation
    flows. Note: With Weave Works'' closure, this asset has historical significance,
    signaling a shift toward CNCF-incubated tools.'
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Architecture
  - Design Patterns
  - GitOps Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weave.works: Tools for Automating and Implementing Cloud Native Patterns'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.weave.works/blog/what-is-a-self-service-developer-platform:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Details the philosophy of Platform Engineering through self-service
    developer portals. Explains how curating 'golden paths' reduces cognitive load
    on developers, allowing them to spin up database and infrastructure templates
    securely.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Self-Service
  - Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weave.works: What is a self-service developer platform and why does it matter?'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.weave.works/blog/what-is-gitops-really:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explores the architectural differences between 'push-based' CI/CD pipelines
    and 'pull-based' GitOps synchronization. It covers how running in-cluster agents
    mitigates credential exposure in multi-tenant environments. Although some early
    tool integrations are legacy, the underlying reconciliation paradigm remains the
    standard.
  language: None
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - Foundations
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'weave.works: What Is GitOps?'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.weave.works/blog/wkp-team-workspaces-rbac:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines multi-tenant operational security in Weave Kubernetes Platform
    (WKP) using GitOps workspaces. Details how RBAC policies, network restrictions,
    and workspace templates can be versioned and reconciled dynamically from Git.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - GitOps
  - Multi-tenancy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weave.works: Weave Kubernetes Platform (WKP) Unlocks Cross Team Collaboration
    with Workspaces'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.weave.works/blog/wksctl-a-new-oss-kubernetes-manager-using-gitops:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: The official Weaveworks blog post introducing WKSctl. Demonstrates how
    to leverage GitOps loops to continuous update node configurations and automatically
    reconcile discrepancies between virtual infrastructure states and Git declarations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - GitOps
  - Media
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: WKSctl - A New OSS Kubernetes Manager using GitOps
  addition_method: manual
  v2_locations:
  - gitops.md
  - kubernetes-on-premise.md
https://www.weave.works/docs/net/latest/overview:
  addition_method: manual
  content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9
  description: ''
  health_score: 100.0
  last_checked: 1779033188.624132
  stars: 0
  title: Weave-net
  v1_locations:
  - docs/kubernetes-networking.md
  year: N/A
https://www.weave.works/features/prometheus-monitoring:
  addition_method: manual
  content_hash: 091412b47e174c316006481c48b92256957365c7790fb29edb04c77f85eafff9
  description: ''
  health_score: 100.0
  last_checked: 1779031436.268873
  stars: 0
  status: online
  title: Weave Cortex SaaS (Hosted Prometheus - Public Cloud)
  v1_locations:
  - docs/prometheus.md
  year: N/A
https://www.weave.works/product/gitops-enterprise:
  description: "- Weave GitOps Enterprise is a continuous operations product that
    makes it easy to deploy and manage Kubernetes clusters and applications in any
    environment. With a single management console that lets you operate clusters running
    anywhere, in the public cloud, on the edge or in any hybrid scenario. Strong multi-tenancy
    can accelerate app delivery by providing developers with self-serve isolated workload
    namespaces across environments.\n    - With Weave GitOps Enterprise, every change
    is recorded in Git – whether it's a change to application code or platform config
    and whoever was responsible. So you have a self-generating audit trail available
    at all times, and far fewer..."
  year: '2024'
  stars: 0
  ai_summary: Enterprise edition of the Weave GitOps delivery platform. Following
    the 2024 closure of Weaveworks, this platform is legacy, but it pioneered self-service
    workspace boundaries and unified Git audit trails for large cluster environments.
  language: English
  resource_type: Product Page
  complexity: Advanced
  hierarchy:
  - Cluster Management
  - GitOps
  - Legacy Tools
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Weave GitOps Enterprise
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.weave.works/technologies/gitops:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A foundational guide to GitOps concepts as originally defined and structured
    by Weaveworks. While Weaveworks pioneered these patterns and early delivery agents
    (Curator Insight), corporate closures shifted direct tooling maintenance to broader
    CNCF communities (Live Grounding). The design principles remain core to modern
    cloud-native CD.
  language: None
  resource_type: Technical Blog
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Continuous Deployment
  - GitOps
  - Foundations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'weave.works: Guide to GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.weave.works/technologies/going-cloud-native-6-essential-things-you-need-to-know:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Weave Works lays out six core pillars for going cloud native, focusing
    on containerization, declarative state management, and GitOps workflows to establish
    efficient deployment setups.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Native Architecture
  - GitOps
  - Cloud Native Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'weave.works: Going Cloud Native: 6 essential things you need to know'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.weave.works/use-cases/security-with-gitops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Investigates GitOps as a strong security posture where developers do
    not require direct Kubernetes API access. Instead, the Git repository acts as
    a RBAC gatekeeper, providing total observability and cryptographic audit trails
    for every deployment.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - GitOps
  - Security
  - Access Control
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "weave.works: Put Your Security Worries to Rest with GitOps Operational Control
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.webcodegeeks.com/python/python-django-tutorial:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: A foundational primer reviewing core MVC patterns inside Django. Details
    structure setups, standard templates design, model configurations, and administrative
    dashboard customization.
  language: Python
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'webcodegeeks.com: Python Django Tutorial'
  addition_method: manual
  v2_locations:
  - python.md
https://www.weblineindia.com/blog/all-about-devops-automation:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details continuous lifecycle orchestration techniques from code analysis
    to deployment. Analyzes pipeline security patterns, continuous testing targets,
    container storage architectures, and zero-downtime deployment patterns like blue-green
    systems.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Automation Philosophy
  - Continuous Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weblineindia.com: DevOps Automation – Everything You Need to Know'
  addition_method: manual
  v2_locations:
  - devops.md
https://www.websiteplanet.com/blog/what-is-open-source-software:
  addition_method: manual
  content_hash: 48b76d3a04ea9b344b87d2e9dd15097773477e84cf79805130519443b59f8e5b
  description: ''
  health_score: 100.0
  last_checked: 1779029838.274102
  stars: 0
  status: online
  title: 'websiteplanet.com: What’s Open Source Software + How It Makes Money 2022'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www.websiteplanet.com/blog/what-is-open-source-software/?geo=us&device=desktop:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Details the monetization mechanics driving open-source software (OSS)
    ecosystems, covering models like open-core, dual-licensing, and cloud hosting.
    Helps engineering leaders assess the long-term sustainability and licensing risks
    associated with critical software dependencies.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Market Trends
  - Open Source Business Models
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'websiteplanet.com: What’s Open Source Software + How It Makes Money 2022'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.wecloudpro.com/2020/08/22/kubernetes-disaster-recovery-with-velero.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034476.809873
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "wecloudpro.com: Kubernetes Disaster Recovery with Velero \U0001F31F"
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  v2_locations:
  - kubernetes-backup-migrations.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering wecloudpro.com:
    Kubernetes Disaster Recovery with Velero \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.wecloudpro.com/2020/11/01/Balance-your-kubernetes-cluster.html:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779031257.910617
  v1_locations:
  - docs/kubernetes-tools.md
https://www.wecloudpro.com/2021/08/21/Watchers-in-Kubernetes.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033044.800104
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wecloudpro.com: Watchers in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wecloudpro.com:
    Watchers in Kubernetes in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.wecloudpro.com/2021/11/13/Tanzu-Community-Edition.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031377.604283
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "wecloudpro.com: VMware Tanzu Community Edition \U0001F31F"
  v1_locations:
  - docs/kubernetes-on-premise.md
  v2_locations:
  - kubernetes-on-premise.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering wecloudpro.com:
    VMware Tanzu Community Edition \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.wecloudpro.com/2021/11/28/Argocd-helm.html:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034322.592469
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wecloudpro.com: Deploying Helm Charts with ArgoCD'
  v1_locations:
  - docs/argo.md
  v2_locations:
  - argo.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wecloudpro.com:
    Deploying Helm Charts with ArgoCD in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.weekly.tf:
  description: '- [weekly.tf: Issue #171 - Terramate, Using LLMs to generate Terraform,
    API Gateway with Lambda, GuardDuty, IMDSv2 at Slack, Azure DevOps Pipelines](https://www.weekly.tf/p/issue-171-terramate-using-llms-to-generate-terraform-api-gateway-with-lambda-guardduty-imdsv2)'
  year: '2025'
  stars: 0
  ai_summary: A widely read community newsletter focusing on Terraform, OpenTofu,
    and general IaC developments. Covers tool releases (Terramate, Pulumi, etc.),
    dynamic cloud configurations, LLM-based code generation, and production-tested
    pattern designs.
  language: English
  resource_type: Newsletter
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Newsletters
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'weekly.tf: Terraform Weekly'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.weekly.tf/p/issue-171-terramate-using-llms-to-generate-terraform-api-gateway-with-lambda-guardduty-imdsv2:
  addition_method: manual
  content_hash: f45c9c58771c4dd73e2be1b9d91269c6756214c5b50541860f9f03ec6b91874a
  description: ''
  health_score: 100.0
  last_checked: 1779030009.949336
  needs_ai_refresh: true
  stars: 0
  title: 'weekly.tf: Issue #171 - Terramate, Using LLMs to generate Terraform, API''
    Gateway with Lambda, GuardDuty, IMDSv2 at Slack, Azure DevOps Pipelines'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.welivesecurity.com/es/recursos-herramientas/ofuscacion-de-codigo-arte-ciberseguridad:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explica cómo la ofuscación de código protege la propiedad intelectual
    y dificulta la ingeniería inversa por parte de actores maliciosos. Describe métodos
    comunes como el cambio de flujos de control y cifrado de cadenas.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Software Protection
  - Obfuscation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'welivesecurity.com: La ofuscación de código: un arte que reina en la ciberseguridad'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.welivesecurity.com/la-es/2021/12/16/que-deben-saber-lideres-empresas-sobre-log4shell:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A Spanish-language security guide that explains the strategic implications
    of the Log4Shell vulnerability for business leaders. It outlines steps for mapping
    organizational risk exposure, coordinating IT teams, and auditing third-party
    software vendors. This guide provides valuable insights for aligning compliance
    goals with technical remediation efforts.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Vulnerabilities
  - Spanish Technical Advisory
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'welivesecurity.com: Lo que todo líder de una empresa debe saber sobre Log4Shell'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.whizlabs.com:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: Professional certification training platform offering detailed exam
    preparation simulations for CKA, CKAD, and CKS. Combines structured video guides
    with cloud-based sandboxes to test real-world debugging capabilities, container
    engineering, and system security practices.
  language: English
  resource_type: Training Platform
  complexity: Intermediate
  hierarchy:
  - Professional Development
  - Certifications
  - Cloud & DevOps
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Whizlabs
  addition_method: manual
  v2_locations:
  - elearning.md
https://www.whizlabs.com/blog/google-cloud-platform:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A comprehensive introductory article mapping out GCP foundational structures,
    virtual machine instances, VPC networking, storage classes, and certification
    paths for beginners.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Public Cloud
  - Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'whizlabs.com: Introduction To Google Cloud Platform'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://www.whizlabs.com/blog/kinesis-vs-kafka:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Comparative architectural review between AWS Kinesis and Apache Kafka.
    Analyzes data retention policies, throughput capabilities, scaling overheads,
    and total cost of ownership (TCO) profiles.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Event Streaming
  - Comparison
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'whizlabs.com: AWS Kinesis vs Kafka Apache'
  addition_method: manual
  v2_locations:
  - aws-data.md
https://www.wildfly.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: The project homepage for WildFly, Red Hat's open-source application
    server executing modern Jakarta EE specifications. Live Grounding highlights WildFly
    as a high-performance, modular system featuring fast startup and low memory usage,
    heavily favored for container deployments.
  language: English
  resource_type: Website
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Java
  - Runtimes
  - WildFly
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: WildFly
  addition_method: manual
  v2_locations:
  - java_app_servers.md
https://www.wired.co.uk/article/great-resignation-quit-job:
  addition_method: manual
  content_hash: 548b3e30425ae4de1adb674d0c024f4d20e7de886ad36ea05d8e2dba30b0e058
  description: ''
  health_score: 100.0
  last_checked: 1779030444.015108
  stars: 0
  status: online
  title: 'wired.co.uk: The Great Resignation is here and no one is prepared'
  v1_locations:
  - docs/recruitment.md
  year: N/A
https://www.wired.com/story/calendly-google-calendar-appointment-schedule:
  addition_method: manual
  content_hash: 3aeb1741de2047f28aca8ac3460ea7d9ef37dee20194e4d0042d252ad21a35f3
  description: ''
  health_score: 100.0
  last_checked: 1779034155.902698
  needs_ai_refresh: true
  stars: 0
  title: 'wired.com: Google Calendar''s ‘Appointment Schedule’ Is Good, Not Great'
  v1_locations:
  - docs/appointment-scheduling.md
  year: N/A
https://www.wired.com/story/great-resignation-quit-job:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An in-depth analysis of the structural workforce shifts in technology
    during the Great Resignation. It argues that traditional retention frameworks
    fail because they do not address developer demands for tooling modernization,
    architectural trust, and flexible operations.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Industry Analysis
  - Labor Trends
  - The Great Resignation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'wired.co.uk: The Great Resignation is here and no one is prepared'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.wired.com/story/web3-gavin-wood-interview:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An interview with Ethereum co-founder and Polkadot creator Gavin Wood
    on the engineering philosophy behind Web3. Wood details the transition from trusting
    centralized authorities to relying on cryptographic truth, smart contracts, and
    decentralized state machines to enforce transparency.
  language: N/A
  resource_type: Interview
  complexity: Intermediate
  hierarchy:
  - Emerging Paradigms
  - Web3 Architecture
  - Decentralized Systems
  - Vision & Philosophy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'wired.com: The Father of Web3 Wants You to Trust Less'
  addition_method: manual
  v2_locations:
  - web3.md
https://www.wiz.io/blog/avoiding-mistakes-with-aws-oidc-integration-conditions:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A security deep dive into AWS IAM OIDC trust relationships. Explains
    how misconfigured OIDC settings can allow unauthorized actions in GitHub Actions
    pipelines and outlines steps to prevent account compromise.
  language: English
  resource_type: Blog
  complexity: Advanced
  hierarchy:
  - Cloud Engineering
  - DevSecOps
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Avoiding Mistakes with AWS OIDC Integration Conditions
  addition_method: manual
  v2_locations:
  - aws-security.md
https://www.worksome.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A specialized platform dedicated to managing the compliance, invoicing,
    and tax liabilities of freelance workforces. It simplifies cross-border payments
    and contractor verification workflows. Live grounding showcases its extensive
    utility for HR compliance departments under shifting labor regulations.
  language: English
  resource_type: Platform/SaaS
  complexity: Beginner
  hierarchy:
  - Remote Work & Career
  - Talent Platforms
  - Contractor Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: worksome
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in-ansible-deal-with-microsoft-azure:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032774.191549
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'wraltechwire.com: Red Hat expands hybrid cloud efforts in Ansible deal with''
    Microsoft Azure'
  v1_locations:
  - docs/ansible.md
  v2_locations:
  - ansible.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering wraltechwire.com:
    Red Hat expands hybrid cloud efforts in Ansible deal with'' Microsoft Azure in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://www.xataka.com/aplicaciones/copilot-escribe-40-codigo-lenguajes-como-java-python-que-llega-a-github-cinco-anos-llegara-al-80
: description: ''
  year: '2023'
  stars: 0
  ai_summary: Synthesizes quantitative telemetry revealing that Copilot synthesizes
    up to 40% of standard Java and Python files across active repositories. Provides
    a forecast pointing toward massive automation of standard boilerplate over the
    next decade. Challenges traditional metrics of programmer output.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: Copilot ya escribe el 40% del código de lenguajes como Java
    o Python que llega a GitHub. En cinco años llegará al 80%'
  addition_method: manual
  v2_locations:
  - git.md
? https://www.xataka.com/aplicaciones/github-copilot-asistente-para-escribir-codigo-basado-ia-esta-disponible-para-todos-esto-que-costara
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Details Copilot's commercial launch parameters, monthly subscription
    prices, and academic access plans. Outlines the technical setup prerequisites
    inside modern desktop environments. Summarizes enterprise governance policies
    for internal tooling onboarding.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Ecosystem Launch
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: GitHub Copilot, el asistente para programar basado en IA, ya
    está disponible para todos: cuánto cuesta y quienes lo pueden usar gratis'
  addition_method: manual
  v2_locations:
  - git.md
? https://www.xataka.com/automovil/excel-se-ha-usado-formula-1-que-se-han-dado-cuenta-que-no-mejor-forma-controlar-20-000-piezas-coche
: description: ''
  year: '2024'
  stars: 4
  ai_summary: Investigates Williams Racing's historic reliance on Microsoft Excel
    for managing over 20,000 individual Formula 1 car components, and their subsequent
    modernization. The lack of relational integrity, collaborative concurrency, and
    historical audit trails in spreadsheets led to massive operational overhead and
    design desynchronization. This serves as a stark warning on the limits of "shadow
    IT" and the urgent necessity of database-backed configuration management databases
    (CMDBs).
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - System Architecture
  - Data Management
  - Enterprise Migration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'xataka.com: El Excel se ha usado en la Fórmula 1 hasta que se han dado cuenta
    que no es la mejor forma de controlar las 20.000 piezas del coche'
  addition_method: manual
  v2_locations:
  - databases.md
  - customer.md
https://www.xataka.com/empresas-y-economia/gran-renuncia-esta-ganando-terreno-espana-hay-dos-barreras-salarios-bajos-ley-laboral:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An evaluation of macro-economic barriers limiting labor mobility in
    Spain. It explains how lower base salaries combined with statutory severance packages
    create financial anchors that make local engineers more risk-averse.
  language: Spanish
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Regional Markets
  - Spain Tech Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: La Gran Renuncia está ganando terreno en España, pero hay dos
    barreras: salarios bajos e indemnizaciones'
  addition_method: manual
  v2_locations:
  - recruitment.md
? https://www.xataka.com/empresas-y-economia/guerra-talento-sector-tecnologico-amenaza-viabilidad-muchas-pymes-espanolas-cada-vez-les-resulta-dificil-retener-a-seniors
: description: ''
  year: '2022'
  stars: 0
  ai_summary: This article examines how global remote hiring has driven up senior
    software engineer salaries, creating a challenging recruitment environment for
    Spanish small-to-medium enterprises (SMEs) operating on local budgets.
  language: Spanish
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Regional Markets
  - Spain Tech Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: La guerra de talento en el sector tecnológico amenaza la viabilidad
    de muchas pymes españolas: cada vez les resulta más difícil retener a los seniors'
  addition_method: manual
  v2_locations:
  - recruitment.md
? https://www.xataka.com/empresas-y-economia/han-recomendado-calcular-cuanto-dinero-queda-al-resto-despedirles-startups-espanolas-frente-a-quiebra-svb
: description: ''
  year: '2026'
  stars: 0
  ai_summary: A retrospective analysis examining startup liquidity management techniques
    during global banking shifts, detailing operational survival models, emergency
    fund structures, and runway calculations.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Organizations
  - Financial Risk
  - Startups
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: "Han recomendado calcular cuánto dinero queda y al resto despedirles":
    las startups españolas frente a la quiebra de SVB'
  addition_method: manual
  v2_locations:
  - hr.md
? https://www.xataka.com/empresas-y-economia/no-asciendo-aprendo-me-largo-empresa-crecimiento-profesional-como-estrategia-para-retener-talento
: description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Identifies learning and career advancement as core
    strategies to prevent engineer turnover. Live Grounding: Validates that continuous
    upskilling programs and transparent technical leadership tracks prevent talent
    attrition within highly skilled engineering teams.'
  language: es
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Professional Practice
  - Career Paths
  - Retention
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: Si no asciendo ni aprendo, me largo de la empresa: el crecimiento
    profesional como estrategia para retener talento'
  addition_method: manual
  v2_locations:
  - recruitment.md
? https://www.xataka.com/especiales/me-hice-funcionario-siendo-ingeniero-que-me-da-administracion-publica-que-no-consigue-empresa-privada
: addition_method: manual
  content_hash: e9cd86bffde226cf88b1ba5063a8f9ecdc8355b09b52298c92eab1c2518f83b3
  description: ''
  health_score: 100.0
  last_checked: 1779029172.643837
  stars: 0
  status: online
  title: 'xataka.com: Me hice funcionario siendo ingeniero: qué me da la administración''
    pública que no consigue la empresa privada'
  v1_locations:
  - docs/recruitment.md
  year: N/A
? https://www.xataka.com/especiales/me-hice-funcionario-siendo-ingeniero-que-me-da-administracion-publica-que-no-consigue-empresa-privada-1
: description: ''
  year: '2023'
  stars: 0
  ai_summary: 'Curator Insight: Contrasts personal experiences of transitioning from
    private tech sectors into stable government administration roles. Live Grounding:
    Evaluates the stability, work-life balance, and architectural limitations of government
    IT systems versus the high-stress, fast-paced deployments found in modern private
    enterprises.'
  language: es
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Professional Practice
  - Career Paths
  - Public Sector
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: Me hice funcionario siendo ingeniero: qué me da la administración
    pública que no consigue la empresa privada'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.xataka.com/magnet/esclavos-improductividad-70-reuniones-impiden-que-empleados-hagan-su-trabajo:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Explores empirical research showing that 70% of workplace meetings actively
    prevent employees from completing their actual tasks. Advocates for 'No Meeting
    Days' and asynchronous communication strategies to enable high-focus developer
    work, reduce cognitive load, and boost execution speed in modern cloud-native
    software development pipelines.
  language: es
  resource_type: Analysis
  complexity: Intermediate
  hierarchy:
  - Engineering Leadership
  - Developer Productivity
  - Asynchronous Collaboration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'magnet.xataka.com: Esclavos de la improductividad: el 70% de las reuniones
    impiden que los empleados hagan su trabajo'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://www.xataka.com/magnet/gran-renuncia-americana-como-trabajadores-se-han-hartado-sistema-estan-dejando-sus-empleos:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A cultural analysis explaining the American 'Great Resignation' in Spanish.
    It presents the phenomenon as a structural rejection of developer burnout, stagnating
    wages, and unsustainable delivery pipelines.
  language: Spanish
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Industry Analysis
  - Labor Trends
  - The Great Resignation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'magnet.xataka.com: La "gran renuncia" americana, o cómo los trabajadores
    se han hartado del sistema y están dejando sus empleos'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.xataka.com/movilidad/auge-coche-electrico-autonomo-se-ha-topado-otra-barrera-software-volkswagen-sabe-bien:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: Analyzes the structural and architectural software challenges faced
    by Volkswagen (specifically Cariad) during its transition to Electric Vehicles
    (EVs) and Autonomous Driving (AD). The analysis covers the friction between legacy
    hardware-centric development cycles and modern, unified software-defined platform
    architectures. It highlights how decoupled hardware/software layers are critical
    to avoiding catastrophic launch delays in complex distributed automotive systems.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - System Architecture
  - Automotive Systems
  - Software-Defined Vehicles
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'xataka.com: El auge del coche eléctrico y autónomo se ha topado con otra
    barrera: el software. Volkswagen lo sabe bien'
  addition_method: manual
  v2_locations:
  - customer.md
https://www.xataka.com/pro/asi-se-reparte-mercado-cloud-tres-grandes-tienen-63-siguientes-10-22:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An in-depth analysis of global cloud market distribution, focusing on
    how AWS, Azure, and GCP control over 60% of the market. It explains the systemic
    risks of hyperscaler oligopoly on enterprise supply chains. Live grounding reinforces
    its warnings regarding the lack of supplier diversity in critical infrastructure.
  language: Spanish
  resource_type: Case Study/News
  complexity: Beginner
  hierarchy:
  - Cloud Strategy
  - Market Share
  - Hyperscalers
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: Así se reparte el mercado cloud: los tres grandes tienen el
    63%, los siguientes 10 un 22%'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.xataka.com/pro/aws-se-pasa-al-low-code-workflow-studio-su-primera-herramienta-desarrollo-codigo:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Un análisis en español sobre Workflow Studio para AWS Step Functions,
    detallando cómo la interfaz visual democratiza el diseño de arquitecturas serverless
    de bajo código (low-code). Permite a desarrolladores y analistas diagramar flujos
    lógicos, interactuando con otros servicios de AWS de manera intuitiva y reduciendo
    la complejidad del código.
  language: Spanish
  resource_type: Service Tool
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - Serverless Orchestration
  - Step Functions
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'xataka.com: Hasta AWS se pasa al low-code: Workflow Studio es su primera
    herramienta de desarrollo de bajo código'
  addition_method: manual
  v2_locations:
  - aws-newfeatures.md
? https://www.xataka.com/pro/deuda-tecnica-lastre-para-tecnologicas-estudio-senala-que-informaticos-pierden-casi-dia-trabajo-a-semana-para-solventarlas
: description: ''
  year: '2021'
  stars: 3
  ai_summary: Analiza las repercusiones financieras y operativas de la deuda técnica
    dentro de los equipos de desarrollo modernos, destacando que los ingenieros pierden
    aproximadamente un día por semana mitigándola. El informe subraya la necesidad
    de implementar prácticas de refactorización continuas y arquitecturas robustas
    para mitigar este impacto.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps, Automation & Modern Systems Engineering
  - Software Engineering Principles
  - Technical Debt
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: La deuda técnica, un lastre para las tecnológicas: un estudio
    señala que los informáticos pierden casi un día de trabajo a la semana para solventarlas'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.xataka.com/pro/gran-renuncia-eeuu-empleados-estan-dejando-masa-sus-trabajos-gran-pregunta-veremos-esto-cuando-espana:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This report evaluates whether the Great Resignation could occur within
    the Spanish tech ecosystem. It highlights unique labor barriers, contract regulations,
    and differing regional employer-employee dynamics.
  language: Spanish
  resource_type: article
  complexity: Intermediate
  hierarchy:
  - Industry Analysis
  - Regional Markets
  - Spain Tech Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: La Gran Renuncia: en EEUU los empleados están dejando en masa
    sus trabajos, la gran pregunta es si veremos esto (y cuándo) en España'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.xataka.com/pro/ibm-se-parte-dos-109-anos-despues-nube-da-dinero-que-se-creara-empresa-centrada-ella:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A Spanish-language news analysis explaining IBM's historical split that
    spun off Kyndryl to focus IBM squarely on Hybrid Cloud and AI. Live Grounding
    verifies this corporate reorganization succeeded in clarifying IBM's strategic
    technology focus around OpenShift and hybrid cloud workloads.
  language: Spanish
  resource_type: Blog / Article
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Cloud Market
  - IBM
  - Corporate Strategy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "xataka.com: IBM se multiplica: la IBM de siempre mantiene el foco en la
    nube, pero crea una nueva empresa para los servicios de red gestionados \U0001F31F"
  addition_method: manual
  v2_locations:
  - ibm_cloud.md
? https://www.xataka.com/pro/seguridad-social-crea-app-movil-para-gestionar-nueva-cuota-autonomos-permitira-cambiar-tramo-mensualmente-ingresos
: description: ''
  year: '2022'
  stars: 0
  ai_summary: Reporting on the official Spanish Social Security app designed to manage
    the updated real-income-based contribution system. It describes the integration
    of digital tools that allow freelancers to dynamically adjust their monthly insurance
    brackets based on real-time net earnings.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Careers
  - Freelancing
  - Spanish Regulations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: La Seguridad Social crea una app móvil para gestionar la nueva
    cuota de autónomos: permitirá cambiar de tramo mensualmente'
  addition_method: manual
  v2_locations:
  - freelancing.md
? https://www.xataka.com/pro/talon-aquiles-aws-sus-altas-tarifas-salida-datos-sus-rivales-empiezan-a-explotarlo-guerra-precios-gigante-nube
: description: ''
  year: '2026'
  stars: 0
  ai_summary: An informative Spanish article highlighting the high financial burden
    of AWS egress fees and how competitors leverage this pricing vulnerability to
    acquire market share. Live grounding indicates its historical accuracy, pointing
    to regulatory pressures in the EU which forced hyperscalers to lower egress fees.
  language: Spanish
  resource_type: Case Study/News
  complexity: Beginner
  hierarchy:
  - Cloud Economics
  - Egress Fees
  - Market Competition
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: El talón de Aquiles de AWS son sus altas tarifas de salida de
    datos, y sus rivales empiezan a explotarlo: guerra de precios contra el gigante
    de la nube'
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.xataka.com/robotica-e-ia/copilot-revolucion-para-programadores-tambien-potencial-problema-legal-para-microsoft:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A detailed legal exploration into copyright violation risks Microsoft
    accepted when commercializing Copilot. Analyzes how training models on public
    codebases challenges the fair-use doctrine. Establishes context for enterprise
    IP protection policies in AI-assisted development.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Legal & Compliance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: Copilot es una revolución para programadores (pero también un
    potencial problema legal para Microsoft)'
  addition_method: manual
  v2_locations:
  - git.md
? https://www.xataka.com/robotica-e-ia/google-lanza-misil-github-copilot-su-asistente-programacion-ofrece-mucho-uso-gratuito-que-microsoft
: description: ''
  year: '2024'
  stars: 0
  ai_summary: Details Google's launch of Gemini Code Assist, leveraging a vast token
    context window. Emphasizes integration within internal IDEs and Google Cloud Platform
    services to challenge the GitHub Copilot ecosystem.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - AI & Platform Engineering
  - AI Assistants
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Google Launches Gemini Code Assist, Challenging GitHub Copilot with Generous
    Free Tier
  addition_method: manual
  v2_locations:
  - ai.md
  - chatgpt.md
https://www.xataka.com/robotica-e-ia/llevo-algunos-dias-usando-copilot-github-para-programar-esta-mi-experiencia:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Provides a developer's field report examining actual friction points
    and production speedups when integrating GitHub Copilot. Discusses context window
    limitations, boilerplate deduction rates, and correctness verification challenges.
    Essential for setting realistic expectations of AI output quality.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: Llevo algunos días usando Copilot de GitHub para programar y
    esta es mi experiencia'
  addition_method: manual
  v2_locations:
  - git.md
https://www.xataka.com/robotica-e-ia/microsoft-no-quiere-poner-todos-huevos-cesta-anuncia-asociacion-mistral-ai-openai-europa:
  description: "- Mistral AI accederá a la infraestructura en la nube de Azure AI
    para desarrollar sus modelos y ofrecerlos comercialmente\n    - La startup, con
    sede en París, acaba de lanzar su modelo de lenguaje Mistral Large y su chatbot
    conversacional Le Chat"
  year: '2024'
  stars: 0
  ai_summary: Details Microsoft's strategic alliance with French AI startup Mistral
    AI, expanding model choices on Azure Cloud. It details how the partnership offers
    developers alternative foundation models like Mistral Large, decreasing vendor
    lock-in. It illustrates the shifting geopolitical dynamics and cloud distribution
    wars of foundation models.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Artificial Intelligence
  - AI Strategy
  - Ecosystem Partnerships
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: Microsoft no quiere poner todos los huevos en la misma cesta:
    anuncia una asociación con Mistral AI, la OpenAI de Europa'
  addition_method: manual
  v2_locations:
  - ai.md
https://www.xataka.com/robotica-e-ia/programadores-alucinaban-copilot-chatgpt-ahora-deepmind-va-alla-aplhacode:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Compares OpenAI's coding models to DeepMind's AlphaCode. Analyzes AlphaCode's
    specialized algorithm structures designed to address multi-variable competitive
    programming challenges. Highlights key architectural differences in model validation
    and generation.
  language: Spanish
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Competitive Landscape
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: 'xataka.com: Los programadores ya alucinaban con CoPilot y ChatGPT, pero
    ahora DeepMind va más allá con AplhaCode'
  addition_method: manual
  v2_locations:
  - git.md
? https://www.xataka.com/robotica-e-ia/programar-cuando-maquina-hace-poco-ti-asi-github-copilot-sistema-que-se-nutre-prodigioso-gpt-3
: description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep analysis of GitHub Copilot's initial GPT-3 powered capabilities.
    Explains how neural networks infer developer intent from raw codebase comments
    and structural definitions. Anticipates major technical transitions from manual
    coding to template-based prompt engineering.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Technology Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: Para qué programar cuando una máquina lo hace (un poco) por
    ti: así es Github Copilot, un sistema que se nutre del prodigioso GPT-3'
  addition_method: manual
  v2_locations:
  - git.md
https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A comprehensive expert-driven review of how GPT-4 and Copilot have structurally
    altered the software engineering lifecycle. Evaluates productivity shifts, risks
    of cognitive offloading, and structural changes in junior developer onboarding
    processes.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - AI-Assisted Development
  - Industry Impact
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos'
  addition_method: manual
  v2_locations:
  - ai.md
https://www.xataka.com/servicios/que-amazon-ha-elegido-aragon-para-instalar-sus-tres-primeros-centros-datos-espana:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An analytical study published by Xataka highlighting why Amazon chose
    Aragon to construct its major Spanish data center hubs, focusing on physical security,
    fiber links, and regional green energy availability.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Platforms
  - AWS Regional Infrastructure
  - Spain
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'xataka.com: Por qué Amazon ha elegido Aragón para instalar sus tres primeros
    centros de datos en España'
  addition_method: manual
  v2_locations:
  - aws-spain.md
https://www.xenonstack.com/blog/serverless-open-faas-java:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Evaluates using JVM workloads within OpenFaaS, detailing compilation
    strategies, framework footprint reduction, and optimizing startup latency for
    container pods.
  language: Java
  resource_type: Technical Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Serverless
  - OpenFaaS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'xenonstack.com: Serverless Architecture with OpenFaaS and Java'
  addition_method: manual
  v2_locations:
  - serverless.md
https://www.xenonstack.com/blog/serverless-openfaas-java:
  addition_method: manual
  content_hash: 24ebd6dc664ac99dafe35d8c4cdbe839f9b8fbf487c1eb8ebaded150dc329ce1
  description: ''
  health_score: 100.0
  last_checked: 1779030238.932952
  stars: 0
  status: online
  title: 'xenonstack.com: Serverless Architecture with OpenFaaS and Java'
  v1_locations:
  - docs/kubernetes.md
  - docs/serverless.md
  year: N/A
https://www.xenonstack.com/insights/stateful-and-stateless-applications:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A foundational comparison of stateful vs. stateless application lifecycles.
    Discusses container orchestration challenges, dynamic volume provisioning, storage
    performance targets, and state management trends for scalable distributed networks.
  language: Conceptual
  resource_type: Architectural Reference
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'xenonstack.com: Stateful and Stateless Applications Best Practices and Advantages'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.xeridia.co.uk/blog/benefits-test-driven-development-devops-environments:
  description: ''
  addition_method: manual
  content_hash: 85facb56a2e9d58fd217b7caec4fea7d9684b1d30fd3ca8c6c031d66cd535b95
  health_score: 100.0
  last_checked: 1779033170.390818
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2021'
  ai_summary: Highlights the compatibility of Test-Driven Development (TDD) with rapid
    iteration cycles. Details how creating early test layouts facilitates modular
    software designs and cuts post-deployment regressions.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - Testing Methodologies
  is_microservice: false
  title: 'xeridia.co.uk: Benefits of Test-Driven Development in DevOps Environments'
https://www.xeridia.co.uk/blog/importance-testing-devops:
  description: ''
  addition_method: manual
  content_hash: 3f203a6c45a135e3a81f9cd780db42c4eae76f3d36596f8c21b91d2dd22211db
  health_score: 100.0
  last_checked: 1779030803.64258
  needs_ai_refresh: true
  stars: 4
  status: online
  tags:
  - '[ENTERPRISE-STABLE]'
  v1_locations:
  - docs/testops.md
  v2_locations:
  - testops.md
  year: '2021'
  ai_summary: An exploration of testing methods within continuous pipelines. Outlines
    ways to automate execution steps for integration and compliance scans to ensure
    consistency across active clusters.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - DevOps & Quality Assurance
  - Continuous Testing
  - Testing Methodologies
  is_microservice: false
  title: 'xeridia.co.uk: The Importance of Testing in DevOps'
https://www.yamllint.com:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: The web-based standard for pasting, formatting, and validating raw YAML
    payloads. It provides immediate visual feedback on structural bugs, key duplicates,
    and spacing issues, serving as a quick helper for DevOps engineers debugging pipelines.
  language: N/A
  resource_type: tool
  complexity: beginner
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Validation
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'yamllint.com: YAML Lint - The YAML Validator'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://www.yeeply.com:
  addition_method: manual
  content_hash: 31b7067754281e1dbc1a25c481bd139524b193f46bfe0d8ac66faf733597c2e6
  description: ''
  health_score: 100.0
  last_checked: 1779032151.069075
  stars: 0
  status: online
  title: "yeeply \U0001F31F"
  v1_locations:
  - docs/freelancing.md
  year: N/A
https://www.yegor256.com/2014/07/24/rultor-automated-merging.html:
  description: ''
  year: '2014'
  stars: 3
  ai_summary: A philosophical and architectural essay framing the necessity of automated
    merging bots. Argues that manual merging introduces critical continuous integration
    vulnerabilities and details how systems like Rultor resolve this operational anti-pattern.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Continuous Delivery
  - ChatOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Rultor, a Merging Bot
  addition_method: manual
  v2_locations:
  - git.md
https://www.yobyot.com/aws/aws-multi-region-keys-and-ec2-data-lifecycle-manager/2021/08/18:
  addition_method: manual
  content_hash: b642aa84b170fc32fe04321fa47847096aa2b9bad5f51e6154cdffc1661208dc
  description: ''
  health_score: 100.0
  last_checked: 1779030730.41939
  stars: 0
  status: online
  title: 'yobyot.com: AWS multi-region KMS keys and Data Lifecycle Manager: better''
    together'
  v1_locations:
  - docs/aws-security.md
  year: N/A
https://www.youtube.com:
  addition_method: manual
  content_hash: 6c3a3cf9d553f6fdc2cf2e5e4cb612bb2488484ebae275a9ed79051f5aa8c804
  health_score: 100.0
  last_checked: 1779029371.346189
  needs_ai_refresh: true
  v1_locations: []
https://www.youtube.com/@ByteByteGo:
  addition_method: manual
  content_hash: 78614279dba778d61de7727a4c0a2bd6fc4d16484c8435e8f8ebfbcd9123e7b1
  health_score: 100.0
  last_checked: 1779034461.734469
  title: bytebytego
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/bytebytego.jpg
    order_v1: 114
    order_v2: 36
https://www.youtube.com/@ClickHouseDB:
  addition_method: manual
  content_hash: ''
  description: Official YouTube channel for ClickHouse, the open-source column-oriented
    database management system.
  health_score: 100.0
  last_checked: 0.0
  status: online
  title: ClickHouse
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: observability_databases_storage
    image: images/clickhouse_logo.svg
    order_v1: 134
    order_v2: 20
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: Official YouTube channel for ClickHouse, the open-source column-oriented
    database management system.
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@CloudNativeMadrid:
  addition_method: manual
  description: YouTube channel for CloudNativeMadrid
  status: online
  title: CloudNativeMadrid
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/cloudnativemadrid_logo.jpg
    order_v1: 121
    order_v2: 41
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: YouTube channel for CloudNativeMadrid
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@DotCSV:
  addition_method: manual
  content_hash: cd7d90b54e4e493cdc7c9d473d449cd3b861c7e59eacca837584a39335f2419a
  health_score: 100.0
  last_checked: 1779030587.842524
  title: dotcsv
  v1_locations: []
  youtube_mosaic:
    category: ai_advanced_tech
    image: images/dotcsv.jpg
    order_v1: 115
    order_v2: 7
https://www.youtube.com/@GoogleGemini:
  addition_method: manual
  content_hash: ''
  description: Official channel for Google Gemini, focusing on the latest advancements
    and applications of Gemini AI models.
  health_score: 100.0
  last_checked: 0.0
  status: online
  title: Google Gemini
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: ai_advanced_tech
    image: images/google_gemini_logo.png
    order_v1: 125
    order_v2: 0
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: Official channel for Google Gemini, focusing on the latest advancements
    and applications of Gemini AI models.
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@gustavo-entrala:
  addition_method: manual
  description: Gustavo Entrala's YouTube channel focusing on AI news, product ideation,
    brand strategies, and innovation culture.
  status: online
  title: Gustavo Entrala
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: ai_advanced_tech
    image: images/gustavo_entrala.jpg
    order_v1: 135
    order_v2: 8
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: Gustavo Entrala's YouTube channel focusing on AI news, product ideation,
    brand strategies, and innovation culture.
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@ITOpsTalk:
  addition_method: manual
  content_hash: ''
  description: IT Pro & Operations content from Microsoft's Azure Infrastructure Advocacy
    team. Video series, screencast demos, exam prep, product team interviews, shows
    and more.
  health_score: 100.0
  last_checked: 0.0
  status: online
  title: itopstalk
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/itopstalk_logo.png
    order_v1: 123
    order_v2: 42
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: IT Pro & Operations content from Microsoft's Azure Infrastructure Advocacy
    team. Video series, screencast demos, exam prep, product team interviews, shows
    and more.
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@Microsoft.Copilot:
  addition_method: manual
  content_hash: ''
  description: Official channel for Microsoft Copilot, highlighting AI-powered productivity
    tools and features.
  health_score: 100.0
  last_checked: 0.0
  status: online
  title: Microsoft Copilot
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: ai_advanced_tech
    image: images/microsoft_copilot_logo.png
    order_v1: 128
    order_v2: 5
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: Official channel for Microsoft Copilot, highlighting AI-powered productivity
    tools and features.
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@MicrosoftReactor:
  addition_method: manual
  description: YouTube channel for Microsoft Reactor
  status: online
  title: Microsoft Reactor
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: ai_advanced_tech
    image: images/microsoft_reactor_logo.png
    order_v1: 131
    order_v2: 6
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: YouTube channel for Microsoft Reactor
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@NedintheCloud:
  addition_method: manual
  content_hash: 751e75ab19fc6536acc8f25fa412fafc037f70f4df7fde0fb280514501f6b19a
  health_score: 100.0
  last_checked: 1779029475.611998
  title: Ned in the Cloud
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/nedinthecloud.jpg
    order_v1: 111
    order_v2: 8
https://www.youtube.com/@NetBoxLabs:
  addition_method: manual
  content_hash: 2ab4f70096ee1f7d72005a1eb6153f7359b8747f5835acedc4f16a822e9e20fe
  health_score: 100.0
  last_checked: 1779030403.896728
  title: netbox
  v1_locations: []
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/netboxlabs_logo.jpg
    order_v1: 112
    order_v2: 9
https://www.youtube.com/@OlenaKutsenko:
  addition_method: manual
  description: YouTube channel for Olena Kutsenko
  status: online
  title: Olena Kutsenko
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/olena_kutsenko.jpg
    order_v1: 119
    order_v2: 39
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: YouTube channel for Olena Kutsenko
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@Playwrightdev:
  addition_method: manual
  content_hash: ''
  description: Official channel for Playwright, the open-source framework for reliable
    end-to-end testing for modern web apps.
  health_score: 100.0
  last_checked: 0.0
  status: online
  title: Playwright
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: dev_testing_collab
    image: images/playwright_logo.png
    order_v1: 132
    order_v2: 1
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: Official channel for Playwright, the open-source framework for reliable
    end-to-end testing for modern web apps.
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@aiatmeta:
  addition_method: manual
  content_hash: ''
  description: Official channel for Meta AI, sharing news and research on Meta's artificial
    intelligence initiatives.
  health_score: 100.0
  last_checked: 0.0
  status: online
  title: Meta AI
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: ai_advanced_tech
    image: images/meta_ai_logo.png
    order_v1: 130
    order_v2: 4
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: Official channel for Meta AI, sharing news and research on Meta's artificial
    intelligence initiatives.
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@anthropic-ai:
  addition_method: manual
  content_hash: ''
  description: Official channel for Anthropic, focusing on AI safety and the development
    of Claude AI.
  health_score: 100.0
  last_checked: 0.0
  status: online
  title: Anthropic
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: ai_advanced_tech
    image: images/anthropic_logo.png
    order_v1: 127
    order_v2: 2
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: Official channel for Anthropic, focusing on AI safety and the development
    of Claude AI.
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@arsys:
  addition_method: manual
  content_hash: ''
  description: Canal oficial de YouTube de Arsys, proveedor de servicios de cloud
    hosting e infraestructura tecnológica en España.
  health_score: 100.0
  last_checked: 0.0
  status: online
  title: Arsys
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: cloud_providers
    image: images/arsys_logo.svg
    order_v1: 133
    order_v2: 14
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: Canal oficial de YouTube de Arsys, proveedor de servicios de cloud hosting
    e infraestructura tecnológica en España.
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@azure-terraformer:
  addition_method: manual
  content_hash: e18f6ea9b09101a05ca67bffbc439a86c72974d80c0ab80e837a1a7077e1675a
  health_score: 100.0
  last_checked: 1779031567.187823
  title: Azure Terraformer
  v1_locations:
  - docs/azure.md
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/azure-terraformer.jpg
    order_v1: 110
    order_v2: 7
https://www.youtube.com/@code/shorts:
  description: ''
  addition_method: manual
  content_hash: 0cfda6fe9a32083f87cadcf3aa9ba3386c95b5e8140df02f72fb021b877cd057
  health_score: 100.0
  last_checked: 1779033158.304911
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: An official repository of short-form video tutorials from the VS Code
    team. Covers fast tips, newly added features, and productivity configurations
    for modern software developers.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Tips & Tricks
  is_microservice: false
  title: ==Visual Studio Code - Shorts==
https://www.youtube.com/@googlecloudtech:
  addition_method: manual
  content_hash: ''
  description: Official channel for Google Cloud. It features technical tutorials,
    product updates, and insights into AI, data analytics, infrastructure, and security.
  health_score: 100.0
  last_checked: 0.0
  status: online
  title: gcp videos new
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: cloud_providers
    image: images/gcp_logo_v2.png
    order_v1: 124
    order_v2: 3
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: Official channel for Google Cloud. It features technical tutorials,
    product updates, and insights into AI, data analytics, infrastructure, and security.
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@googledeepmind:
  addition_method: manual
  content_hash: ''
  description: Official channel for Google DeepMind, showcasing research and breakthroughs
    in artificial intelligence.
  health_score: 100.0
  last_checked: 0.0
  status: online
  title: Google DeepMind
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: ai_advanced_tech
    image: images/google_deepmind_logo.png
    order_v1: 126
    order_v2: 1
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: Official channel for Google DeepMind, showcasing research and breakthroughs
    in artificial intelligence.
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@kubefm:
  addition_method: manual
  description: YouTube channel for kubefm
  status: online
  title: kubefm
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/kubefm_logo.jpg
    order_v1: 118
    order_v2: 10
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: YouTube channel for kubefm
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@kyndryl:
  addition_method: manual
  description: YouTube channel for kyndryl
  status: online
  title: kyndryl
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: cloud_providers
    image: images/kyndryl_logo.jpg
    order_v1: 122
    order_v2: 13
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: YouTube channel for kyndryl
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@midulive:
  addition_method: manual
  content_hash: 54eb8117330153c84af7f5634d99785b7fc0fa3079b923aa7f4db24398634b58
  health_score: 100.0
  last_checked: 1779033130.126036
  title: midulive
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/midulive.jpg
    order_v1: 116
    order_v2: 37
https://www.youtube.com/@mouredev:
  addition_method: manual
  description: YouTube channel for mouredev
  status: online
  title: mouredev
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/mouredev.jpg
    order_v1: 120
    order_v2: 40
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: YouTube channel for mouredev
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@returngis:
  addition_method: manual
  description: YouTube channel for returngis
  status: online
  title: returngis
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/returngis_logo.jpg
    order_v1: 117
    order_v2: 38
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: YouTube channel for returngis
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/@techwithhelen:
  addition_method: manual
  content_hash: cc91839793cd72633ccbcdd4b1b87ff97798c0f978c25e03459a686c466548ba
  health_score: 100.0
  last_checked: 1779030597.571011
  title: Tech with Helen
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/techwithhelen.jpg
    order_v1: 113
    order_v2: 35
https://www.youtube.com/@theakscommunity:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: 'A dedicated developer and operator community resource focusing on Azure
    Kubernetes Service (AKS). Tracks the evolution of enterprise-ready features, including
    node autoscale profiles, azure-cni overlays, Workload Identity, and cost optimization
    practices. (Live Grounding: Serves as an invaluable hub for tracking live updates
    directly from Microsoft engineers).'
  language: N/A
  resource_type: Community Hub
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Infrastructure
  - Managed Kubernetes
  - Azure AKS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: The AKS Community'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.youtube.com/CodelyTV:
  addition_method: manual
  content_hash: 7562c1fd117910551a359b6ffd48e4bfe774ee7213c67107449e1db2bb08fc82
  health_score: 100.0
  last_checked: 1779031113.75077
  title: codelytv
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/codelytv_logo.jpg
    order_v1: 84
    order_v2: 18
https://www.youtube.com/OpenAI:
  addition_method: manual
  content_hash: ''
  description: Official channel for OpenAI, the research and deployment company behind
    GPT-4 and ChatGPT.
  health_score: 100.0
  last_checked: 0.0
  status: online
  title: OpenAI
  v1_locations:
  - docs/index.md
  v2_locations:
  - index.md
  youtube_mosaic:
    category: ai_advanced_tech
    image: images/openai_logo.png
    order_v1: 129
    order_v2: 3
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: Official channel for OpenAI, the research and deployment company behind
    GPT-4 and ChatGPT.
  language: English
  resource_type: Reference
  complexity: Intermediate
  tags:
  - '[COMMUNITY-TOOL]'
https://www.youtube.com/c/Academind:
  addition_method: manual
  content_hash: 49374b58001931754392d4860bd469219c5ea12374555d1fb9dd81cd5e246c2f
  health_score: 100.0
  last_checked: 1779033802.051452
  title: academind
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/academind_logo.jpg
    order_v1: 73
    order_v2: 7
https://www.youtube.com/c/AcloudGuru:
  addition_method: manual
  content_hash: e4b64a7f8b02a0861090185d3c764209e1f49c37d62992fac6aff4f017de0f36
  health_score: 100.0
  last_checked: 1779034580.193618
  title: acloudguru
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/acloudguru_logo.jpg
    order_v1: 67
    order_v2: 1
https://www.youtube.com/c/AliSpittelDev:
  addition_method: manual
  content_hash: 2a0b6673ed947587bfb1a62067e659f09556650cb9245305badca7c931633acd
  health_score: 100.0
  last_checked: 1779032878.17545
  title: Ali Spittel
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/aspittel.jpg
    order_v1: 91
    order_v2: 25
https://www.youtube.com/c/AlibabaCloud:
  addition_method: manual
  content_hash: 914fcee281d74c75ee9ba1ccd2efaa088f8322d7aec30c825e9dae93e1089499
  health_score: 100.0
  last_checked: 1779030499.915411
  title: alibaba cloud
  v1_locations: []
  youtube_mosaic:
    category: cloud_providers
    image: images/alibaba_cloud.jpg
    order_v1: 103
    order_v2: 10
https://www.youtube.com/c/AnaisUrlichs:
  addition_method: manual
  content_hash: 8780e28a47c43164449542a25cf554eaa66bb8216d70daf472ee7370e7058891
  health_score: 100.0
  last_checked: 1779031451.22361
  title: anais urlichs
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/anais_urlichs.jpg
    order_v1: 108
    order_v2: 33
https://www.youtube.com/c/AnsiblePilot:
  addition_method: manual
  content_hash: 816232ba113b12499d5e72c435699980eaab7866883868682237d04dd0942352
  health_score: 100.0
  last_checked: 1779032679.34897
  title: ansible pilot
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/ansiblepilot.jpg
    order_v1: 83
    order_v2: 17
https://www.youtube.com/c/AppsCodeInc:
  addition_method: manual
  content_hash: 3e066c938e56e90a948ede9a3a1d5b94f64c8bd66b15ceb374879d41cb94125d
  health_score: 100.0
  last_checked: 1779032754.237165
  title: kubedb appscode
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/kubedb_logo.jpg
    order_v1: 81
    order_v2: 15
https://www.youtube.com/c/Atlassian:
  addition_method: manual
  content_hash: b12f5490a703921bada1bb1f31dc077e68cd78f9f24e0448be30f5efbe5f6eed
  health_score: 100.0
  last_checked: 1779029154.886543
  title: atlassian videos
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/atlassian_logo.jpg
    order_v1: 33
    order_v2: 12
https://www.youtube.com/c/AzureDevOps:
  addition_method: manual
  content_hash: 2455f05f33ced964057422ceab0cf08442bd34f18f51e92fc00be2b7766704c8
  health_score: 100.0
  last_checked: 1779031327.514666
  title: azure devops
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/azure_devops_youtube.jpg
    order_v1: 101
    order_v2: 19
https://www.youtube.com/c/CloudBeesTV:
  addition_method: manual
  content_hash: bf31440ec1c5babac014ae7004d3c521069248feef2b4c8dd484dd7f72944944
  health_score: 100.0
  last_checked: 1779032785.856619
  title: cloudbees videos
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/cloudbees_logo.jpg
    order_v1: 6
    order_v2: 1
https://www.youtube.com/c/Cloudacademy:
  addition_method: manual
  content_hash: 45fd85edc2170140593011f2a373204ccef285444f27a2e6e9baac45c99fcfa4
  health_score: 100.0
  last_checked: 1779032579.078293
  title: cloud academy
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/cloud_academy_logo.jpg
    order_v1: 66
    order_v2: 0
https://www.youtube.com/c/Code:
  addition_method: manual
  content_hash: 0cfda6fe9a32083f87cadcf3aa9ba3386c95b5e8140df02f72fb021b877cd057
  health_score: 100.0
  last_checked: 1779032195.934654
  title: vscode videos
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/vscode_logo.jpg
    order_v1: 34
    order_v2: 0
https://www.youtube.com/c/Confluent:
  addition_method: manual
  content_hash: ec48a02063af5b6f9add0321a3502b317f7f1ed34376ebdb303d7a8fc107d55f
  health_score: 100.0
  last_checked: 1779031788.228655
  title: confluent video
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/confluent_logo.jpg
    order_v1: 60
    order_v2: 14
https://www.youtube.com/c/ContainerDays:
  addition_method: manual
  content_hash: d9137dd93ff2eff6232825e35e61c9e22ec426d1870f78ca70e0940557b6d301
  health_score: 100.0
  last_checked: 1779031461.158349
  title: container days
  v1_locations: []
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/containerdays.jpg
    order_v1: 97
    order_v2: 11
https://www.youtube.com/c/ContinuousDeliveryFoundation:
  addition_method: manual
  content_hash: 2a573f49f2a07ac52982df114beadf861830d0932a739f06328cfecd74e5949e
  health_score: 100.0
  last_checked: 1779031266.534214
  title: ContinuousDeliveryFoundation
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/ContinuousDeliveryFoundation.jpg
    order_v1: 99
    order_v2: 18
https://www.youtube.com/c/CrunchyDataPostgres:
  addition_method: manual
  content_hash: 6094ac4c15b6562581586495567696862d9228705a3fc89c1f7508ddcb39dc3d
  health_score: 100.0
  last_checked: 1779032163.180276
  title: crunchydata
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/crunchydata_logo.jpg
    order_v1: 55
    order_v2: 9
https://www.youtube.com/c/DevOpsToolkit:
  addition_method: manual
  content_hash: 73121aa432d1d46fcc48cc6626a76d6be30b1f0d4c2a69594ab5f7834457ea2a
  health_score: 100.0
  last_checked: 1779032833.280916
  title: devops toolkit
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/devops_toolkit.jpg
    order_v1: 82
    order_v2: 16
https://www.youtube.com/c/Devopsdotcom:
  addition_method: manual
  content_hash: a873edd7f65339240043c5885fd4972ce18add166cff076af4f9a746db427df5
  health_score: 100.0
  last_checked: 1779031406.583556
  title: devops_tv
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/devops_tv_logo.jpg
    order_v1: 68
    order_v2: 2
https://www.youtube.com/c/Devopslibrary:
  addition_method: manual
  content_hash: a71ba9ddf99d589a8e3e2e0b7a2e23e6777603edee82030e5f0a78aa808fdafe
  health_score: 100.0
  last_checked: 1779031448.760199
  title: devops library
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/devops_library_logo.jpg
    order_v1: 70
    order_v2: 4
https://www.youtube.com/c/Digitalocean:
  addition_method: manual
  content_hash: 14d5951d51d02a4d8aa9899e0c51b8ac9b4227e156898e93085bd79e7a729042
  health_score: 100.0
  last_checked: 1779031385.338644
  title: digitalocean videos
  v1_locations: []
  youtube_mosaic:
    category: cloud_providers
    image: images/digital_ocean_logo.jpg
    order_v1: 16
    order_v2: 6
https://www.youtube.com/c/DockerIo:
  addition_method: manual
  content_hash: c6bee8daa86022ae31433b557896d088883de6ab3a01f1d3756cc746704f2cb1
  health_score: 100.0
  last_checked: 1779031520.993498
  title: docker videos
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/docker_logo.jpg
    order_v1: 0
    order_v2: 0
https://www.youtube.com/c/Elastic:
  addition_method: manual
  content_hash: 11539605c7209daad238ea1df2122a6c3386071fdc30946d08de231000bf1fc5
  health_score: 100.0
  last_checked: 1779031340.091019
  title: elastic videos
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/elasticsearch_logo.jpg
    order_v1: 26
    order_v2: 3
https://www.youtube.com/c/Freecodecamp:
  addition_method: manual
  content_hash: fae50edf8a0a5046fc041c3c74f7661c4704444d5ac3dffcdb99b75460ae18af
  health_score: 100.0
  last_checked: 1779032966.942271
  title: freecodecamp
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/freecodecamp.jpg
    order_v1: 93
    order_v2: 27
https://www.youtube.com/c/GitHub:
  addition_method: manual
  content_hash: 7873150fec47647af58a5322c0bce9a8aba6037a1da2d63bf8f771794270d981
  health_score: 100.0
  last_checked: 1779031559.748088
  title: github videos
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/github_logo.jpg
    order_v1: 35
    order_v2: 9
https://www.youtube.com/c/Gitkraken:
  addition_method: manual
  content_hash: 68710fe645372b299cca4015b2ce0a0d479dd16e700cb652ed7b648aa2e25421
  health_score: 100.0
  last_checked: 1779033716.242987
  title: gitkraken
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/gitkraken_logo.jpg
    order_v1: 37
    order_v2: 11
https://www.youtube.com/c/Gitlab:
  addition_method: manual
  content_hash: 68d44572f8d193d34a441d5f5c76902b87e2847c9c71e2c5a0d92787ed714b5a
  health_score: 100.0
  last_checked: 1779030430.713581
  title: gitlab video
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/gitlab_logo.jpg
    order_v1: 36
    order_v2: 10
https://www.youtube.com/c/GoogleChromeDevelopers:
  addition_method: manual
  content_hash: c36255f24f35e83e8de7c2decc7b13043d432be70e31d13cdbea25aaae7344b3
  health_score: 100.0
  last_checked: 1779033263.416957
  title: chrome developers videos
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/chromedevtools_logo.jpg
    order_v1: 53
    order_v2: 2
https://www.youtube.com/c/Grafana:
  addition_method: manual
  content_hash: 34b870be25b07cd1f5d2ed66b97b69a8e1749d44563e0be1f9e4119a9945862e
  health_score: 100.0
  last_checked: 1779031126.084044
  title: grafana videos
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/grafana_logo.jpg
    order_v1: 24
    order_v2: 1
https://www.youtube.com/c/HashiCorp:
  addition_method: manual
  content_hash: 6ac5524395351e29478a1e138c7fe90c3344d0ec815b1635cbfdcb6b2304cf8c
  health_score: 100.0
  last_checked: 1779031805.595261
  title: harhicorp videos
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/hashicorp_logo.jpg
    order_v1: 20
    order_v2: 5
https://www.youtube.com/c/HolaMundoDev:
  addition_method: manual
  content_hash: cc17f4d6b774cc697e7134b39ddc908b1910baa1efdc7b3e68f9d3e3ef29e9d5
  health_score: 100.0
  last_checked: 1779030846.819151
  title: hola mundo
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/hola_mundo.jpg
    order_v1: 86
    order_v2: 20
https://www.youtube.com/c/Honeypotio:
  addition_method: manual
  content_hash: 737371baddb5efd4ea9a5c040a884123f678a194a9f6bb4df5061a34b2ef892b
  health_score: 100.0
  last_checked: 1779033697.451816
  title: honeypot
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/honeypot.jpg
    order_v1: 90
    order_v2: 24
https://www.youtube.com/c/IBMTechnology:
  addition_method: manual
  content_hash: 797898c1e2d06f8f6193acfedcbd34bbd6434adc49518110a3a68fae78dd4b38
  health_score: 100.0
  last_checked: 1779034456.750834
  title: ibm cloud videos
  v1_locations:
  - docs/ibm_cloud.md
  youtube_mosaic:
    category: cloud_providers
    image: images/ibm_cloud_logo.jpg
    order_v1: 11
    order_v2: 4
https://www.youtube.com/c/Intellipaat:
  addition_method: manual
  content_hash: 87d6b240ebb0e6f2de56115906efc7f8297104fa429a666b85babb25161e0780
  health_score: 100.0
  last_checked: 1779031046.324518
  title: intellipaat
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/intellipaat_logo.jpg
    order_v1: 75
    order_v2: 9
https://www.youtube.com/c/Istio:
  addition_method: manual
  content_hash: 9084ef837bc3602a27246a0ddbb999ace22e9e83316d8d83a54eea2ee488a9a0
  health_score: 100.0
  last_checked: 1779029151.364173
  title: istio videos
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/istio_logo.jpg
    order_v1: 25
    order_v2: 2
https://www.youtube.com/c/JFrogInc:
  addition_method: manual
  content_hash: dbedc018c1007527e2da5a360497b99e16383c8d1d0c7cf27fc85662d5b999b8
  health_score: 100.0
  last_checked: 1779032574.878749
  title: jfrog
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/jfrog_logo.jpg
    order_v1: 50
    order_v2: 15
https://www.youtube.com/c/JavierGarz%C3%A1s:
  addition_method: manual
  content_hash: fe50c5c8086dec0704c1b3e68b55d809e3ea2726f54d9d14b2096f5de83c725a
  health_score: 100.0
  last_checked: 1779031983.420998
  title: javier garzas
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/jgarzas.jpg
    order_v1: 87
    order_v2: 21
https://www.youtube.com/c/LambdaTest:
  addition_method: manual
  content_hash: 69ace7be1754794dfcf16cbb313156fd114ae772fb6489cc0b886225cabb9d2a
  health_score: 100.0
  last_checked: 1779030029.002745
  title: lambdatest
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/lambdatest.jpg
    order_v1: 32
    order_v2: 8
https://www.youtube.com/c/Lightbend-TV:
  addition_method: manual
  content_hash: 51d42005f1b461dec591fc304614a5b67561c51ebfaf87a5c30345ddabcf752b
  health_score: 100.0
  last_checked: 1779031414.659916
  title: lightbend videos
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/lightbend_logo.jpg
    order_v1: 47
    order_v2: 7
https://www.youtube.com/c/LondonIAC:
  addition_method: manual
  content_hash: 6fa5ed9bb190ba3031aaae70f7dd25248700c3528dd81482341d59add3d6347d
  health_score: 100.0
  last_checked: 1779030012.020023
  title: london IAC
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/londonIAC.jpg
    order_v1: 88
    order_v2: 22
https://www.youtube.com/c/MadeByGPS:
  addition_method: manual
  content_hash: 87cf7e964cff3c432fdb034d9d2695a4e5ac97d36786498a665748462d3c0d02
  health_score: 100.0
  last_checked: 1779030009.333786
  title: gps
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/gps.jpg
    order_v1: 106
    order_v2: 32
https://www.youtube.com/c/MattermostHQ:
  addition_method: manual
  content_hash: 2588d8c2e8a363d0f38db29cac9b51c9529953ee93a32033219113cac2a05b76
  health_score: 100.0
  last_checked: 1779031494.831152
  title: mattermost
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/mattermost_logo.jpg
    order_v1: 40
    order_v2: 11
https://www.youtube.com/c/MicrosoftAzure:
  addition_method: manual
  content_hash: e2d45d94d0cd6a151212b4e7a98573260cbee5155f1e6c25dff574daeeed5b77
  health_score: 100.0
  last_checked: 1779029128.763855
  title: azure videos
  v1_locations: []
  youtube_mosaic:
    category: cloud_providers
    image: images/azure_logo.jpg
    order_v1: 14
    order_v2: 1
https://www.youtube.com/c/MongoDBofficial:
  addition_method: manual
  content_hash: 5455077087ae26a1deb3b4359df24804cca2a8beda182ae2c1b2aefeefda96c1
  health_score: 100.0
  last_checked: 1779030250.738375
  title: mongodb
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/mongodb_logo.jpg
    order_v1: 58
    order_v2: 12
https://www.youtube.com/c/MozillaDeveloper:
  addition_method: manual
  content_hash: db97210223c66fe28e2c0c3d1b197352b748d5ee463c930d60669ab9e2dc17e1
  health_score: 100.0
  last_checked: 1779034012.709474
  title: mozilla developer
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/mozilla_developer_logo.jpg
    order_v1: 54
    order_v2: 3
https://www.youtube.com/c/NTFAQGuy:
  addition_method: manual
  content_hash: a740ce35367a78f5b61ac527c387ed4c5733d485a7019461b75ceb6990420fd8
  health_score: 100.0
  last_checked: 1779029820.820745
  title: John Savill
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/John_Savill.jpg
    order_v1: 79
    order_v2: 13
https://www.youtube.com/c/NewRelicInc:
  addition_method: manual
  content_hash: 36326825402fa468d305524d6c82d6d9c472ae8a04db2b683287cef4a557b956
  health_score: 100.0
  last_checked: 1779029380.123286
  title: newrelic videos
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/newrelic_logo.jpg
    order_v1: 29
    order_v2: 6
https://www.youtube.com/c/OpenProjectCommunity:
  addition_method: manual
  content_hash: dacf0abe01b5628e70da056056d9e00359de1fd93df5ea5bf0484efc2f9ebfc5
  health_score: 100.0
  last_checked: 1779031117.697258
  title: openproject
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/openproject_logo.jpg
    order_v1: 42
    order_v2: 13
https://www.youtube.com/c/OpenShift:
  addition_method: manual
  content_hash: 0555222433a7a65cd3460fb0b35cbe885617e415aafd7f3161c51b37c3e9b1f4
  health_score: 100.0
  last_checked: 1779032243.295214
  title: openshift videos
  v1_locations: []
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/openshift_logo.jpg
    order_v1: 4
    order_v2: 3
https://www.youtube.com/c/OpenStackFoundation:
  addition_method: manual
  content_hash: 1e0880514c30abd0e57f58091d9187ef27c2985e721727df6bc9cf17f3cbdadf
  health_score: 100.0
  last_checked: 1779030019.09578
  title: openstack
  v1_locations: []
  youtube_mosaic:
    category: cloud_providers
    image: images/openstack_logo.jpg
    order_v1: 19
    order_v2: 9
https://www.youtube.com/c/OracleCloudInfrastructure:
  addition_method: manual
  content_hash: 418dfcd620ca6ed4a6b1d3dc5d339875d6f534a77879b62351a51318d9167500
  health_score: 100.0
  last_checked: 1779031620.548745
  title: oraclecloud videos
  v1_locations: []
  youtube_mosaic:
    category: cloud_providers
    image: images/oracle_cloud_logo.jpg
    order_v1: 15
    order_v2: 5
https://www.youtube.com/c/PeladoNerd:
  addition_method: manual
  content_hash: d4664e146409481a99443ec0deb56c9ab55f800ebd9a2d1d048fb471a01faa55
  health_score: 100.0
  last_checked: 1779033167.035276
  title: pelado nerd
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/pelado_nerd.jpg
    order_v1: 85
    order_v2: 19
https://www.youtube.com/c/Portworx:
  addition_method: manual
  content_hash: 66ff0651ca34a5c350b2f73a933b79ea736f99a9144a3053b2eaa014b0e5b774
  health_score: 100.0
  last_checked: 1779030558.749571
  title: portworx
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/portworx_logo.jpg
    order_v1: 65
    order_v2: 19
https://www.youtube.com/c/PrometheusIo:
  addition_method: manual
  content_hash: f95f7f2ea0548ab50ccb18605f83d53b31e8f62d85801bc8402bbe77d6172578
  health_score: 100.0
  last_checked: 1779031776.517208
  title: prometheus videos
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/prometheus_logo.jpg
    order_v1: 23
    order_v2: 0
https://www.youtube.com/c/PulumiTV:
  addition_method: manual
  content_hash: 65c0a97f36d9cc1d42a28c923f03acdc0441e7975481699612422f09c1635818
  health_score: 100.0
  last_checked: 1779031535.932879
  title: pulumi videos
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/pulumi_logo.jpg
    order_v1: 21
    order_v2: 6
https://www.youtube.com/c/Quarkusio:
  addition_method: manual
  content_hash: 43d3cee36cee20ef61384404240eca1d0669585f8b00ffb0b7d0fa14173b2ac0
  health_score: 100.0
  last_checked: 1779030192.948648
  title: quarkus logo
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/quarkus-logo.jpg
    order_v1: 46
    order_v2: 6
https://www.youtube.com/c/Rancher:
  addition_method: manual
  content_hash: d371c05380429eff09389e17e10997eb08b390e14d894edf82e27d5f0ee4f914
  health_score: 100.0
  last_checked: 1779031735.514778
  title: rancher logo
  v1_locations: []
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/rancher-logo.jpg
    order_v1: 5
    order_v2: 4
https://www.youtube.com/c/RedHatDevelopers:
  addition_method: manual
  content_hash: 24350d4cd7caa3768beae8466333402402006e24686f6a47f156dae872f1a0ad
  health_score: 100.0
  last_checked: 1779030583.473861
  title: rh devel
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/rh_developer_logo.jpg
    order_v1: 44
    order_v2: 4
https://www.youtube.com/c/Redisinc:
  addition_method: manual
  content_hash: fd9929b31a1f2956676e3b96e59350024eaa09c1b32d5b7f968e53fa64cad5c8
  health_score: 100.0
  last_checked: 1779032952.711441
  title: redis
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/redis_logo.jpg
    order_v1: 59
    order_v2: 13
https://www.youtube.com/c/RocketChatApp:
  addition_method: manual
  content_hash: c5e65a8c243a47f03bfbfea331c4be1eef15d9c7fe86d0fec346a860650fd778
  health_score: 100.0
  last_checked: 1779031125.907286
  title: rocket_chat
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/rocket_chat_logo.jpg
    order_v1: 38
    order_v2: 9
https://www.youtube.com/c/Scaleway-Cloud:
  addition_method: manual
  content_hash: 6a7b2bfff4d33b10cb0193147cd237275bba422adf09453cada1bb30d18a49bc
  health_score: 100.0
  last_checked: 1779034510.034729
  title: scaleway cloud
  v1_locations: []
  youtube_mosaic:
    category: cloud_providers
    image: images/scaleway_cloud.jpg
    order_v1: 18
    order_v2: 8
https://www.youtube.com/c/Slackhq:
  addition_method: manual
  content_hash: 85fa597fc57e4de1df619fcbc629dbf58826a0e81778faa9f225c2a4882cb14c
  health_score: 100.0
  last_checked: 1779032869.486899
  title: slack
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/slack_logo.jpg
    order_v1: 39
    order_v2: 10
https://www.youtube.com/c/Smartbear:
  addition_method: manual
  content_hash: 0fbb1abe2a825ea2a6d4fd04e19da7791b37f179858bdb8ee99f10e2b5123734
  health_score: 100.0
  last_checked: 1779030436.690776
  title: swagger videos
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/smartbear_swagger_logo.jpg
    order_v1: 49
    order_v2: 14
https://www.youtube.com/c/Sonatypeinc:
  addition_method: manual
  content_hash: 2b0fca160128d1b8cb514093c60091fdd3b157d9d10aef5f1d7270cd14d83493
  health_score: 100.0
  last_checked: 1779033663.49433
  title: sonatype
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/sonatype_logo.jpg
    order_v1: 51
    order_v2: 16
https://www.youtube.com/c/TechWorldwithNana:
  addition_method: manual
  content_hash: 1795712c4d7119b925d9f3c23f5a38b14fb212a8c6962bdd16b756364bb9eeb0
  health_score: 100.0
  last_checked: 1779030711.347112
  title: techworld nana
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/techworld_nana.jpg
    order_v1: 89
    order_v2: 23
https://www.youtube.com/c/Tetrate:
  addition_method: manual
  content_hash: f2e3ed873b436ba15fa246368df3dd36f4cb74bd80a53f517e7afa3a33dc35cf
  health_score: 100.0
  last_checked: 1779030422.656782
  title: tetrate
  v1_locations: []
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/tetrate_logo.jpg
    order_v1: 43
    order_v2: 12
https://www.youtube.com/c/TheDigitalLifeTech:
  addition_method: manual
  content_hash: 28e98eacb13b9ad24525643c4b3974f6c1c2e0eea06f3a13edb068a20c6c3f4e
  health_score: 100.0
  last_checked: 1779033591.883601
  title: the digital life
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/the_digital_life.jpg
    order_v1: 109
    order_v2: 34
https://www.youtube.com/c/TheNewStack:
  addition_method: manual
  content_hash: 94a508656835a2a0c93095951b8e78168fe1e82be89866a9bf8670c10d47b1ef
  health_score: 100.0
  last_checked: 1779031962.655801
  title: thenewstack
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/thenewstack.jpg
    order_v1: 94
    order_v2: 28
https://www.youtube.com/c/Thetips4you:
  addition_method: manual
  content_hash: aaeb1a1343c5c9458e8ba1363c95f6318b85d8cf5860485eedca3e719b21bddb
  health_score: 100.0
  last_checked: 1779029154.789357
  title: thetips4you
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/thethips4you.jpg
    order_v1: 77
    order_v2: 11
https://www.youtube.com/c/ThomasMaurerCloud:
  addition_method: manual
  content_hash: b4908104bd0551d379c3c4e5ad1442907c90efc98f730d20d9b2a7f8fe6475d5
  health_score: 100.0
  last_checked: 1779032039.602078
  title: thomas maurer
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/thomas_maurer.jpg
    order_v1: 92
    order_v2: 26
https://www.youtube.com/c/TinaHuang1:
  addition_method: manual
  content_hash: ad2639e836e722dab4274a040a5e3b4ec8af75338b5705a73d3ec5e5a993be48
  health_score: 100.0
  last_checked: 1779029172.321718
  title: tina huang
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/tinahuang.jpg
    order_v1: 100
    order_v2: 30
https://www.youtube.com/c/VMwareTanzu:
  addition_method: manual
  content_hash: b0e8ee4760fdc9457ff64fcc752fa077b6bb4d388eb985220d16eb7d18424864
  health_score: 100.0
  last_checked: 1779032255.138944
  title: vmware tanzu logo
  v1_locations: []
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/vmware_tanzu_logo.jpg
    order_v1: 10
    order_v2: 5
https://www.youtube.com/c/WeaveWorksInc:
  addition_method: manual
  content_hash: 4ec81d3890938cf7585527cbfd8d3ca9ea9044b1af236adfba0889876d254eba
  health_score: 100.0
  last_checked: 1779031596.281514
  title: weavecloud
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/weavecloud_logo.jpg
    order_v1: 31
    order_v2: 8
https://www.youtube.com/c/XebiaLabs:
  addition_method: manual
  content_hash: d1768aa26c66c8a1cea1bc24f9aebd4971d73512691c7d5110b8f7fd2fa30d34
  health_score: 100.0
  last_checked: 1779032644.704397
  title: xebialabs
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/xebialabs_logo.jpg
    order_v1: 69
    order_v2: 3
https://www.youtube.com/c/amazonwebservices:
  addition_method: manual
  content_hash: ad23a9d49ba1ccfa4374f151098c04c717e0a0286d1251faeee844c68b1dc60a
  health_score: 100.0
  last_checked: 1779032232.377859
  title: aws videos
  v1_locations: []
  youtube_mosaic:
    category: cloud_providers
    image: images/aws_logo.jpg
    order_v1: 12
    order_v2: 0
https://www.youtube.com/c/appdynamics:
  addition_method: manual
  content_hash: e94614c8d830d11b9079fba1bda2b454e3a4092338c0ea0ff9822e7d4987d9e3
  health_score: 100.0
  last_checked: 1779030014.969772
  title: appdynamics videos
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/appdynamics_logo.jpg
    order_v1: 28
    order_v2: 5
https://www.youtube.com/c/cloudnativefdn:
  addition_method: manual
  content_hash: fd0489255d42d03dde0f9c5eac215f84f4de121b8df5a64f0d79b1c2da6a664c
  health_score: 100.0
  last_checked: 1779030238.787612
  title: cncf videos
  v1_locations: []
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/cncf_logo.jpg
    order_v1: 1
    order_v2: 0
https://www.youtube.com/c/cockroachdb:
  addition_method: manual
  content_hash: e1c697ca1d49bada10e1bf6894b70736717ada7a6f8d3d31d3b0589924a26be6
  health_score: 100.0
  last_checked: 1779032167.118398
  title: cockroachdb
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/cockroachdb_logo.jpg
    order_v1: 57
    order_v2: 11
https://www.youtube.com/c/codecademy:
  addition_method: manual
  content_hash: 8a3e639a58707334ebbc6315d387ed7f3acb9e6d2c640d64c18663058abb541f
  health_score: 100.0
  last_checked: 1779031865.908904
  title: codecademy
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/codecademy.jpg
    order_v1: 71
    order_v2: 5
https://www.youtube.com/c/dynatrace:
  addition_method: manual
  content_hash: 57be723df1c77ef9a21697668284d982e8991e9d9eb8e90f448cd59f6b82fce9
  health_score: 100.0
  last_checked: 1779034173.322702
  title: dynatrace videos
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/dynatrace_logo.jpg
    order_v1: 27
    order_v2: 4
https://www.youtube.com/c/dzone:
  addition_method: manual
  content_hash: 3246c341bfcaafb53d22236dc0bcc2fc11a130fc8e19b306a7ff1eb2fab86bd9
  health_score: 100.0
  last_checked: 1779032644.689421
  title: dzone
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/dzone_logo.jpg
    order_v1: 22
    order_v2: 43
https://www.youtube.com/c/guru99comm:
  addition_method: manual
  content_hash: 3e8f37a21b57c2ba953afc109ebe2049575d49d681130cc9e27dc6a1296f76cb
  health_score: 100.0
  last_checked: 1779032088.219694
  title: guru99
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/guru99_logo.jpg
    order_v1: 74
    order_v2: 8
https://www.youtube.com/c/jenkinscicd:
  addition_method: manual
  content_hash: d599fa76511e81920a7fbb3c9be0274d01f1019c86ac60feba712740eeea260b
  health_score: 100.0
  last_checked: 1779029631.692178
  title: jenkins videos
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/jenkins-logo.jpg
    order_v1: 7
    order_v2: 2
https://www.youtube.com/c/keptn:
  addition_method: manual
  content_hash: dd3124704874694f4c4f520b3fdd7c21d47a0320e2416ca1b358c60e62ca0511
  health_score: 100.0
  last_checked: 1779029310.003559
  title: keptn
  v1_locations: []
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/keptn_logo.jpg
    order_v1: 107
    order_v2: 8
https://www.youtube.com/c/linode:
  addition_method: manual
  content_hash: 147c158e531bd6a00ebf5c6c1082e2b22cc367e62d60c4e90a60c2f5e8835778
  health_score: 100.0
  last_checked: 1779032091.386261
  title: linode cloud
  v1_locations: []
  youtube_mosaic:
    category: cloud_providers
    image: images/linode_cloud.jpg
    order_v1: 104
    order_v2: 11
https://www.youtube.com/c/microsoft365:
  addition_method: manual
  content_hash: 2d7775fb22ae74ff931b7b7aa084060a2a53fc8a8a7a2e18588eacebae42fd9b
  health_score: 100.0
  last_checked: 1779033432.476198
  title: microsoft365
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/microsoft_365_logo.jpg
    order_v1: 41
    order_v2: 12
https://www.youtube.com/c/postman:
  addition_method: manual
  content_hash: d8261c46daae302fa0570b81cb114aa18602b69151b40802d2001bd00e6a0001
  health_score: 100.0
  last_checked: 1779031802.39375
  title: postman videos
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/postman_logo.jpg
    order_v1: 48
    order_v2: 13
https://www.youtube.com/c/priyankavergadia:
  addition_method: manual
  content_hash: 9223f0091fa7ec0a8d4c7ab0dfc395af6855ec9a5711bb2c4a5007add6e3aba6
  health_score: 100.0
  last_checked: 1779032017.80584
  title: the cloud girl
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/thecloudgirl.jpg
    order_v1: 98
    order_v2: 29
https://www.youtube.com/c/redhat:
  addition_method: manual
  content_hash: 23b5022502ddf6873082a41ccbd1bb0fab2b97b10b40caa04e0af820f4fbe780
  health_score: 100.0
  last_checked: 1779031669.945897
  title: redhat videos
  v1_locations: []
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/redhat_logo.jpg
    order_v1: 3
    order_v2: 2
https://www.youtube.com/channel/UC2Pk9GcHhlVV0R9CQIU6gLw:
  addition_method: manual
  content_hash: 5cf148803389c600bed5c65cbde3287d240fb1a39e706525c1d633776ce96776
  health_score: 100.0
  last_checked: 1779031360.477131
  title: azure cloud native
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/azure_cloud_native.jpg
    order_v1: 102
    order_v2: 31
https://www.youtube.com/channel/UC3ywadaAUQ1FI4YsHZ8wa0g:
  addition_method: manual
  content_hash: a88ce0be4280227eae0e56ecaf68a3d9fd8dae470a01f4be689b355dd62282b9
  health_score: 100.0
  last_checked: 1779032054.732223
  title: openebs
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/openebs_logo.jpg
    order_v1: 62
    order_v2: 16
https://www.youtube.com/channel/UC57acx8sCmE7uFHfVMvIlNg:
  addition_method: manual
  content_hash: a6ae970b0a37b55376b2ec5207a9af04746c208e90341ce79e40cd2b06124e93
  health_score: 100.0
  last_checked: 1779031782.368065
  title: cloud learnhub
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/cloud_learn_hub.jpg
    order_v1: 78
    order_v2: 12
https://www.youtube.com/channel/UC5qMsRjObu685rTBq0PJX8w:
  addition_method: manual
  content_hash: 1c3d97ca16579e0ab8b3c2c0fc835cf35e92e5b76cc978465f351b1a1e739813
  health_score: 100.0
  last_checked: 1779029715.111599
  title: liquibase video
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/liquibase_logo.jpg
    order_v1: 56
    order_v2: 10
https://www.youtube.com/channel/UC8uN3yhpeBeerGNwDiQbcgw:
  addition_method: manual
  content_hash: 4bb59adbdd5508364d4a0e15e18cfa47beb3520fdec8b4363a4392753477d079
  health_score: 100.0
  last_checked: 1779032547.413314
  title: tigera calico
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/tigera_calico_logo.jpg
    order_v1: 30
    order_v2: 7
https://www.youtube.com/channel/UCB5WMc2FfrxKzfd7XIODoMw:
  addition_method: manual
  content_hash: 805689da1dbdbb28a41461a716a9717adfb374a47941f39793f79294ad4d5cd5
  health_score: 100.0
  last_checked: 1779030204.606422
  title: gaia-x
  v1_locations: []
  youtube_mosaic:
    category: cloud_providers
    image: images/gaia_x.jpg
    order_v1: 105
    order_v2: 12
https://www.youtube.com/channel/UCHBvqSwbfAf5Vx1jrwkG43Q:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: The official CNCF Backstage YouTube channel, featuring community meetups,
    architecture reviews, plugin development tutorials, and adoption case studies.
    It serves as an essential visual learning reference for Platform Engineering teams
    designing internal developer platforms (IDPs).
  language: English
  resource_type: Video Platform
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Developer Portal
  - Internal Developer Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Backstage @Youtube
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.youtube.com/channel/UCJfQURxlI_pQdeJUGXtA_zw:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Visual resources from KongHQ covering distributed gateway topologies,
    Konnect control planes, service mesh patterns, and complex custom plugin developments.
  language: English
  resource_type: Video Channel
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - Video Walkthroughs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Kong API Platform @Youtube
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.youtube.com/channel/UCN2kblPjXKMcjjVYmwvquvg:
  addition_method: manual
  content_hash: 5bd5abdda4f1bccf2d123bd6024c5a065ea13b2c0b8ceceeb3b351b04c1e27b8
  health_score: 100.0
  last_checked: 1779030981.172196
  title: jenkins-x videos
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/jenkins_x_logo.jpg
    order_v1: 8
    order_v2: 3
https://www.youtube.com/channel/UCOvYmppcbOPm1viN6ust3lA:
  addition_method: manual
  content_hash: 0bc19d3856f24862ceb6d871d51884d67e338690d834b3f2b1442a051cabe183
  health_score: 100.0
  last_checked: 1779032462.24655
  title: argocd project
  v1_locations: []
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/argoproj.jpg
    order_v1: 95
    order_v2: 6
https://www.youtube.com/channel/UCS5-gTYteN9rnFd98YxYtrA:
  addition_method: manual
  content_hash: 98c394480b9f945dad942b60082b918ba22f9f035075e845b1dc3ad098987c6a
  health_score: 100.0
  last_checked: 1779031694.017055
  title: sonarsource sonarqube
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/sonarsource_logo.jpg
    order_v1: 52
    order_v2: 17
https://www.youtube.com/channel/UCZNjYn1NXEgPa_ENPna9Atw:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: High Mobility's official media channel, hosting developer walkthroughs,
    car API integrations, emulator configurations, and real-world connected car telemetry
    demonstrations.
  language: English
  resource_type: Video Platform
  complexity: Intermediate
  hierarchy:
  - Domain APIs
  - Automotive
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: High Mobility @Youtube
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.youtube.com/channel/UC_vJsnqdpuEoRseFmlkHMkA:
  description: ''
  year: '2025'
  stars: 0
  ai_summary: AWS's official developer video channel focusing on serverless systems
    design. Shares step-by-step engineering tutorials on EventBridge, Step Functions,
    and API Gateway optimization.
  language: None
  resource_type: Media Catalog
  complexity: Beginner
  hierarchy:
  - Cloud Platforms
  - Serverless Architecture
  - Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'Youtube channel: AWS Serverless'
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://www.youtube.com/channel/UCcxQbw8kT1-FRhFhO2QCetg:
  addition_method: manual
  content_hash: 93063f0efc4e21b4e6fcf5a1829dc8255c705d9a4242ed54dba0e5a051eb8c79
  health_score: 100.0
  last_checked: 1779033222.786646
  title: spinnaker videos
  v1_locations: []
  youtube_mosaic:
    category: devops_cicd_iac
    image: images/spinnaker_logo.jpg
    order_v1: 9
    order_v2: 4
https://www.youtube.com/channel/UCe3VG8wgz03u73xiomGeQzQ:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official visual guides highlighting Go plugin development, portal styling,
    API deprecation workflows, and analytics pipeline setups on Tyk's cloud-native
    infrastructure.
  language: English
  resource_type: Video Channel
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - Video Walkthroughs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Tyk @Youtube
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.youtube.com/channel/UCm63IQg81KP9vXRWSHQpu1w:
  addition_method: manual
  content_hash: dfdc3111a82c46e58d3e7fca5e6bc8c95d6f1130b300407e1cb949130eaf47e1
  health_score: 100.0
  last_checked: 1779032380.625346
  title: storageos
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/storageos_logo.jpg
    order_v1: 63
    order_v2: 17
https://www.youtube.com/channel/UCoOq-DtESvayx5yJE5H6-qQ/playlists:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A comprehensive DevOps training channel offering structural deep-dives
    into cloud infrastructure, Kubernetes, Terraform, and CI/CD pipelines. This resource
    is highly tailored for visual practitioners seeking practical configuration tutorials
    and real-world system architecture blueprints.
  language: English
  resource_type: Video Playlist
  complexity: Intermediate
  hierarchy:
  - DevOps & Platform Engineering
  - Learning & Training Resources
  - Video Guides
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "youtube: Thetips4you \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://www.youtube.com/channel/UCoZxt-YMhGHb20ZkvcCc5KA:
  addition_method: manual
  content_hash: 77f87dbc44b02cb8df0c4d5a7aff428a6f8c0a7ebff5e4b4592f36fca929e498
  health_score: 100.0
  last_checked: 1779030779.261108
  title: fluxcd
  v1_locations: []
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/fluxcd.jpg
    order_v1: 96
    order_v2: 7
https://www.youtube.com/channel/UCorFV-WGnajyfNu4zPI0AAA:
  addition_method: manual
  content_hash: 9e5672cbaa970c1774fd9c3668c601e10d23a2f965fc4de0f61318207718c1bb
  health_score: 100.0
  last_checked: 1779031446.174448
  title: microservice factory
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/microservice_factory.jpg
    order_v1: 80
    order_v2: 14
https://www.youtube.com/channel/UCsRNLDnXvgtz6qsleSlVcqQ:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: Axway API Management provides enterprise-grade lifecycle management,
    security, and governance for APIs across multi-cloud environments. Their official
    video channel serves as an educational repository detailing gateway integration,
    policy configuration, and hybrid deployment architectures.
  language: English
  resource_type: Video Platform
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - Enterprise Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Axway API Management @Youtube
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.youtube.com/channel/UCt7N400Z8gB_3yKq1qrjP2w:
  addition_method: manual
  content_hash: 0bf206b7e09497d40da56518b1d761d00cd1b514b6fcb4595153e11800aab22f
  health_score: 100.0
  last_checked: 1779029310.023952
  title: robin
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/robin_logo.jpg
    order_v1: 64
    order_v2: 18
https://www.youtube.com/channel/UCu2eNnWy-zc1xt_shCXQQfA:
  description: ''
  year: '2026'
  stars: 3
  ai_summary: A dedicated video tutorial channel demonstrating hands-on Linux skills,
    package installation, and server management. Useful for visual learners looking
    to understand interactive command-line operations and services configuration.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Operating Systems & Infrastructure
  - Linux
  - SysAdmin Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Linux Skills
  addition_method: manual
  v2_locations:
  - linux.md
https://www.youtube.com/channel/UCud7fErZAyMC6lHT_cWZNfA:
  addition_method: manual
  content_hash: 13cde166b6a5c2d5a8dec801d534e931b1d099d0ebdbf17c8457e5376795a2fe
  health_score: 100.0
  last_checked: 1779029123.974789
  title: kubemq video
  v1_locations: []
  youtube_mosaic:
    category: observability_databases_storage
    image: images/kubemq_logo.jpg
    order_v1: 61
    order_v2: 15
https://www.youtube.com/channel/UCv9MUffHWyo2GgLIDLVu0KQ:
  description: ''
  addition_method: manual
  content_hash: 14b71f47eaa6b883e6640368cd7612b8b9a162c79a548d89f7d791353d6ea306
  health_score: 100.0
  last_checked: 1781430071.506766
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/demos.md
  v2_locations:
  - demos.md
  - index.md
  year: '2023'
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/cloudquickpocs.jpg
    order_v1: 76
    order_v2: 10
  status: online
  ai_summary: A compiled collection of video tutorials and rapid proofs-of-concept
    demonstrating containerization, multi-tier cloud networking, and infrastructure
    provisioning patterns across AWS, Azure, and Google Cloud Platform.
  language: N/A
  resource_type: Media
  complexity: Intermediate
  hierarchy:
  - Resource Portal
  - Video Tutorials
  - Cloud PoC
  is_microservice: false
  title: cloud quick POCs
https://www.youtube.com/clip/Ugkx5e13a72WjgowgmAtFieyNFuiKarXWXDp:
  addition_method: manual
  content_hash: fcb7536628ccd450c20f8aaf000f58dc65ec91d3ffefe10e1f78fb5aab44bae6
  health_score: 100.0
  last_checked: 1779130494.978272
  needs_ai_refresh: true
  v1_locations:
  - docs/about.md
https://www.youtube.com/clip/UgkxWpu3QFPEDZBuMgy_Xq4mBR--uLA-3CSZ:
  description: ''
  year: '2016'
  stars: 5
  ai_summary: A classic, paradigm-shifting keynote by Kelsey Hightower detailing why
    traditional infrastructure admins must progress to container-centric architectures.
    Promotes declarative application specifications and programmatic state management.
  language: English
  resource_type: Video Tutorial
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Opinion & Strategy
  - Historical Evolution
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "youtube: Kubernetes for Sysadmins – Kelsey Hightower at PuppetConf 2016
    \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://www.youtube.com/cloudflare:
  addition_method: manual
  content_hash: 5d27f5bad18885acfc4193ccf308e35bc1a9e8cec890010f79d288856aeab40f
  health_score: 100.0
  last_checked: 1779033360.314547
  title: cloudflare
  v1_locations: []
  youtube_mosaic:
    category: cloud_providers
    image: images/cloudflare_logo.jpg
    order_v1: 17
    order_v2: 7
https://www.youtube.com/embed/0Gb1z-2SjHY:
  addition_method: automatic
  ai_summary: This documentary traces the architectural transition from heavyweight,
    monolithic Java EE application servers to the lightweight, dependency-injection
    paradigm of the Spring Framework. For a 2026 Cloud Architect, it provides essential
    historical context on how decoupling business logic from infrastructure paved
    the way for modern microservices and containerized environments. Understanding
    this evolution is critical for evaluating the trade-offs between complex enterprise
    standards and agile, developer-centric frameworks in cloud-native platforms.
  category: Fundamentals
  description: Featured video in the Fundamentals section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Spring Framework
  title: 'How a Group of Developers Took Back Control from Enterprise Java | Spring:
    The Documentary'
  v1_locations: []
  video_order: 999
  year: N/A
https://www.youtube.com/embed/1Fl25dR01pw?si=bJlQozIfT3J4rhN3:
  addition_method: manual
  ai_summary: This session details how to build secure, scalable developer platforms
    by defining 'golden paths' using HashiCorp's suite of automation tools, including
    Terraform, Vault, Consul, and Boundary. It provides a strategic framework for
    resolving key platform engineering challenges such as Day 2 operations, infrastructure
    dependency mapping, secure access control, and seamless local-to-remote environment
    transitions. By abstracting cloud complexity, the session demonstrates how to
    deliver high-velocity self-service capabilities to development teams while ensuring
    governance and security compliance.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: HashiCorp Stack (Terraform, Vault, Consul, Boundary)
  title: Building a developer platform? Ask these questions.
  v1_locations: []
  video_order: 14
  year: N/A
https://www.youtube.com/embed/318elIq37PE:
  addition_method: manual
  ai_summary: This documentary details the pivotal technical evolution and open governance
    model that led Kubernetes to win the container orchestration wars over competitors
    like Docker Swarm and Mesos. For a 2026 Cloud Native context, it underscores the
    enduring value of design principles like declarative APIs, reconciliation control
    loops, and pluggable interfaces (CNI, CRI, CSI) that define modern platform engineering.
    Understanding these foundational decisions allows architects to better design
    scalable, vendor-neutral control planes for complex multi-cloud environments.
  category: Fundamentals and Documentaries
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 5
  status: online
  technology: Kubernetes
  title: 'Kubernetes: The Documentary [PART 2]'
  v1_locations: []
  video_order: 2
  year: N/A
https://www.youtube.com/embed/6eBSHbLKuN0:
  addition_method: manual
  ai_summary: 'This technical session explores the architecture and implementation
    of Claude Code, Anthropic''s agentic CLI designed for autonomous, multi-step engineering
    tasks. It details how the tool leverages the Model Context Protocol (MCP) to integrate
    with external data sources and documentation, enabling a self-healing development
    cycle where the agent autonomously reads code, executes shell commands, and iterates
    through test-driven development (TDD) loops. For 2026 platform engineers, mastering
    these agentic workflows is critical for scaling complex refactoring, managing
    cognitive load in large-scale repositories, and establishing robust human-in-the-loop
    (HITL) governance for AI-driven infrastructure operations.

    '
  category: AI and Future Operations
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Claude Code
  title: Mastering Claude Code in 30 minutes
  v1_locations: []
  video_order: 25
  year: N/A
https://www.youtube.com/embed/8g4qLzkpjeE?si=xcfl3ugsMGZ8Kthg:
  addition_method: manual
  ai_summary: This panel discussion provides a comprehensive architectural comparison
    between Azure DevOps and GitHub Actions, focusing on enterprise governance, extensibility,
    and CI/CD workflow migration strategies. It outlines decision frameworks for hybrid
    platform setups, highlighting how organizations can leverage GitHub Actions for
    modern cloud-native developer velocity while maintaining Azure DevOps for mature
    project management, test plans, and strict regulatory compliance. Essential for
    cloud architects planning long-term toolchain evolution, this session clarifies
    integration pathways and future-proof migration strategies.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Azure DevOps & GitHub Actions
  title: 'Panel: Azure DevOps vs. GitHub Actions'
  v1_locations: []
  video_order: 17
  year: N/A
https://www.youtube.com/embed/9vM4p9NN0Ts:
  addition_method: manual
  ai_summary: 'This Stanford CS229 technical deep-dive deconstructs the transition
    from raw autoregressive language models to instruction-tuned assistants, focusing
    on the systems orchestration required for 2026 AI infrastructure. It explores
    critical patterns in tokenization (BPE/Sub-word), parameter-efficient fine-tuning
    (PEFT/LoRA), and the shift from RLHF to Direct Preference Optimization (DPO) to
    simplify model alignment pipelines. For cloud architects, the lecture provides
    a foundational framework for optimizing the "Compute-to-Token" ratio and managing
    memory constraints (KV Cache) in distributed distributed inference environments,
    while advocating for LLM-as-a-Judge automated evaluation loops for scalable model
    governance.

    '
  category: AI and Future Operations
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: LLM Architecture & Post-Training
  title: 'Stanford CS229: Building Large Language Models (LLMs)'
  v1_locations: []
  video_order: 26
  year: N/A
https://www.youtube.com/embed/BE77h7dmoQU:
  addition_method: manual
  ai_summary: This documentary chronicles the origin of Kubernetes from Google's internal
    cluster managers Borg and Omega, highlighting the pivotal architectural transition
    from virtual machines to containerized orchestration. Understanding this evolution
    is critical for modern cloud-native architects, as it reveals the foundational
    design patterns—such as the reconciliation loop, declarative APIs, and decoupled
    control planes—that continue to govern state-of-the-art distributed systems and
    platform engineering.
  category: Fundamentals and Documentaries
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 5
  status: online
  technology: Kubernetes
  title: 'Kubernetes: The Documentary [PART 1]'
  v1_locations: []
  video_order: 1
  year: N/A
https://www.youtube.com/embed/FUu4kMc0PL8?clip=UgkxFMdlFKBQze7NVVd7q2nIwBYWkeaKeoX8&amp;clipt=EIzBzwIY1fnSAg:
  addition_method: manual
  ai_summary: This session outlines the architectural deployment of Red Hat OpenShift
    as a unified hybrid cloud platform, demonstrating how enterprise Kubernetes orchestrates
    complex workloads across multi-cloud and edge environments. It highlights critical
    integrations with GPU acceleration and AI/ML pipelines, establishing a robust
    blueprint for modern MLOps and scalable cloud-native operations.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Red Hat OpenShift
  title: Thursday morning general session - May 9 - Red Hat Summit 2019
  v1_locations: []
  video_order: 5
  year: N/A
https://www.youtube.com/embed/FUu4kMc0PL8?clip=UgkxLbUzIJtyeKPi66qAvxxRlGbofYp_Gr8B&amp;clipt=EIDy0gIY4MbWAg:
  addition_method: manual
  ai_summary: This session outlines the architectural enablement of cloud-native AI/ML
    workloads by integrating Red Hat OpenShift with NVIDIA GPU acceleration and automated
    MLOps platforms like H2O.ai and ProphetStor. It demonstrates how standardizing
    on a Kubernetes-based hybrid cloud substrate abstracts heterogeneous hardware
    environments, facilitating deterministic scaling, resource orchestration, and
    cognitive monitoring for high-performance AI pipelines. This unified operational
    model serves as a foundational blueprint for modern enterprise AI-platform engineering
    and edge computing architectures.
  category: AI and Future Operations
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Red Hat OpenShift
  title: Thursday morning general session - May 9 - Red Hat Summit 2019
  v1_locations: []
  video_order: 6
  year: N/A
https://www.youtube.com/embed/HI6KleJAZPY:
  addition_method: manual
  ai_summary: This video explores how AI agents can read Grafana metrics, logs, and
    traces directly using Grafana Assistant and Claude Code wired up to the Grafana
    MCP server. It demonstrates querying Prometheus, Loki, and Tempo, generating custom
    dashboards from natural language, and analyzing runtime data from the command
    line. This workflow bridges the gap between analysis and remediation, allowing
    agents to verify fixes and make data-grounded decisions.
  category: Observability and Monitoring
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Grafana Assistant, Claude Code, Grafana MCP Server
  title: I Stopped Staring at Dashboards. AI Reads My Grafana Metrics Now.
  v1_locations: []
  video_order: 20
  year: '2026'
https://www.youtube.com/embed/Hc8emNr2igU?si=kehLRUpOAvyK_Bku:
  addition_method: manual
  ai_summary: Red Hat OpenShift AI provides an enterprise-grade MLOps platform built
    on Kubernetes that standardizes the training, tuning, serving, and monitoring
    of foundation and predictive AI models across hybrid and multi-cloud environments.
    By integrating open-source frameworks like Jupyter, PyTorch, and KServe with certified
    hardware accelerators, it delivers a secure, consistent, and self-service environment
    for platform and data science teams. This architecture ensures robust AI governance,
    operational scalability, and accelerated time-to-market for intelligent cloud-native
    applications.
  category: AI and Future Operations
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Red Hat OpenShift AI
  title: Red Hat OpenShift AI overview
  v1_locations: []
  video_order: 22
  year: N/A
https://www.youtube.com/embed/HlAXp0-M6SY?clip=UgkxWpu3QFPEDZBuMgy_Xq4mBR--uLA-3CSZ&amp;clipt=EMSoKxiG3C4:
  addition_method: manual
  ai_summary: This seminal presentation outlines the paradigm shift from traditional
    imperative configuration management to declarative, container-orchestrated infrastructure
    by redefining the operating contract between applications and underlying systems.
    Viewed from a 2026 cloud-native perspective, Kelsey Hightower's early demonstrations
    of self-healing workloads, automated bin-packing, and custom controllers for automated
    TLS provisioning serve as the foundational blueprint for modern platform engineering.
    The architectural concepts covered—specifically decoupling stateful storage and
    leveraging native service discovery—remain highly relevant for engineers transitioning
    from static sysadmin practices to dynamic API-driven control loops.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 5
  status: online
  technology: Kubernetes
  title: Kubernetes for SysAdmins | Kelsey Hightower at PuppetConf | Talk & Demo
  v1_locations: []
  video_order: 3
  year: N/A
https://www.youtube.com/embed/I8Qh-TafMvQ?si=1A2-kmq6mV-S-03c:
  addition_method: manual
  ai_summary: This discussion outlines how enterprise platform engineering teams leverage
    Portworx to deliver automated, resilient Database-as-a-Service (DBaaS) capabilities
    directly on Kubernetes. By abstracting multi-cloud storage, disaster recovery,
    and data security, it highlights architectural strategies essential for scaling
    stateful cloud-native workloads. For a 2026 cloud-native landscape, these unified
    data management planes are critical for mitigating multi-cloud lock-in, controlling
    cloud spend, and accelerating application delivery.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 3
  status: online
  technology: Portworx
  title: Murli Thirumale | KubeCon CloudNativeCon EU 2023
  v1_locations: []
  video_order: 12
  year: N/A
https://www.youtube.com/embed/IFUPG9KCJ4E?si=KMEXeVlcKTp87-Ja:
  addition_method: manual
  ai_summary: David Heinemeier Hansson critiques the complexity of modern Single Page
    Application (SPA) architectures, advocating instead for the 'Majestic Monolith'
    and HTML-over-the-wire (Hotwire) to keep application logic unified on the server.
    In a 2026 cloud-native context, this paradigm challenges the overhead of decoupled
    micro-frontends by proving that server-side rendering (SSR) combined with lightweight
    HTML streaming dramatically simplifies deployment pipelines, reduces client-side
    resource consumption, and lowers data egress costs. This architectural approach
    optimizes for operational efficiency, enabling smaller engineering teams to build
    highly responsive, production-grade applications without managing complex API
    contract synchronizations.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 4
  status: online
  technology: Ruby on Rails / Hotwire
  title: The creator of Rails on JavaScript FE vs. Classic Server-side Rendering
  v1_locations: []
  video_order: 10
  year: N/A
https://www.youtube.com/embed/L8eJh1sfc1U?si=y546MyZpRe-thoad:
  addition_method: manual
  ai_summary: This video critically evaluates the over-engineering of distributed
    systems, examining whether the operational overhead, network latency, and complexity
    of microservices are justified for most projects. In a 2026 cloud-native landscape
    focusing heavily on cost optimization and developer velocity, it advocates for
    a pragmatic, domain-driven approach, highlighting modular monoliths as a powerful
    alternative before prematurely adopting microservices.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Modular Monoliths
  title: ¿De verdad son necesarios los microservicios?
  v1_locations: []
  video_order: 15
  year: N/A
https://www.youtube.com/embed/LiSb82Lug7M:
  addition_method: manual
  ai_summary: 'This session from the GitOps Guide to the Galaxy deconstructs the architecture
    of Hosted Control Planes (HCP), also known as HyperShift. It explores how HCP
    decouples the Kubernetes control plane from worker nodes, hosting it as a scalable
    workload on a management cluster to drastically reduce operational overhead, improve
    provisioning speed, and optimize resource utilization. For 2026 platform engineering,
    mastering this pattern is essential for managing large-scale, multi-tenant Kubernetes
    fleets with high-density efficiency and strong isolation.

    '
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Hosted Control Planes
  title: 'GitOps Guide to the Galaxy: Hosted Control Planes (HyperShift)'
  v1_locations: []
  video_order: 24
  year: N/A
https://www.youtube.com/embed/MRIv2IwFTPg?si=F07g869i6yIfqRdg:
  addition_method: manual
  ai_summary: This video deconstructs the foundational mathematical and algorithmic
    mechanics of a single artificial neuron, illustrating its direct relationship
    with linear regression, weights, biases, and activation functions. In a 2026 cloud-native
    landscape, mastering these core neural principles is critical for platform architects
    optimizing distributed micro-models and real-time AI inference engines deployed
    on Kubernetes-driven edge and cloud infrastructure. This granular understanding
    enables more efficient hardware acceleration profiling (GPUs/vGPUs/TPUs) and smarter
    resource allocation for decentralized machine learning pipelines.
  category: AI and Future Operations
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Neural Networks
  title: '¿Qué es una Red Neuronal? Parte 1 : La Neurona | DotCSV'
  v1_locations: []
  video_order: 25
  year: N/A
https://www.youtube.com/embed/PxyyY7TsCqs?si=kzCRojDteESqork1:
  addition_method: manual
  ai_summary: This presentation details AXA Group's cloud migration strategy (ATLAS)
    utilizing Terraform Enterprise as the cornerstone of their multi-cloud and private
    IaaS migration factory. It highlights how a highly regulated financial enterprise
    standardizes infrastructure-as-code (IaC) practices across multiple global subsidiaries
    to accelerate cloud adoption while maintaining governance. For a 2026 cloud-native
    landscape, this case study provides key insights into scaling self-service provisioning,
    implementing policy-as-code, and automating multi-tenant enterprise architectures
    at massive scale.
  category: Infrastructure as Code
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Terraform Enterprise
  title: Standardizing infrastructure automation with Terraform Enterprise
  v1_locations: []
  video_order: 11
  year: N/A
https://www.youtube.com/embed/QBqRAMVTmwE:
  addition_method: manual
  ai_summary: 'Azure Verified Modules (AVM) is the official Microsoft infrastructure-as-code
    module library for both Bicep and Terraform. This session explores how AVM standardizes
    deployments according to the Azure Well-Architected Framework by default, shipping
    with high-impact security defaults like zone redundancy and disabled public IPs.
    It introduces Spec-Driven Development with GitHub Copilot using the "Spec Kit"
    (an 8-step framework from constitution to implementation). By turning non-deterministic
    AI prompts into reliable, repeatable builds, architects can leverage AI as a trusted
    foundation for secure and compliant Azure workload orchestration.

    '
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Azure Verified Modules (AVM)
  title: Building Secure, Well‑Architected Azure Workloads with Azure Verified Modules
    and GitHub Copilot
  v1_locations: []
  video_order: 27
  year: N/A
https://www.youtube.com/embed/Tr4onEST70I:
  addition_method: manual
  ai_summary: In this Red Hat Summit 2026 interview, Fran Heeran details how telecommunications
    providers are shifting from heavily siloed infrastructure to unified cloud-native
    architectures. By leveraging OpenShift Virtualization, telcos can centrally manage
    both legacy virtual machines and modern containers across core networks and the
    far edge, accelerating deployments up to 50%. This unified architecture additionally
    enables sovereign cloud offerings and closed-loop network automation by feeding
    AI outputs directly into Ansible-driven remediation workflows.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: OpenShift
  title: Fran Heeran, Red Hat | Red Hat Summit 2026
  v1_locations: []
  video_order: 28
  year: '2026'
https://www.youtube.com/embed/U_IFGpJDbeU?si=XzHSGU9dTH-1_0EW:
  addition_method: manual
  ai_summary: This guide provides a comprehensive architectural evaluation of various
    Git branching strategies, including Trunk-Based Development, Feature Branches,
    Git Flow, and Environment Branches, weighing their impacts on delivery velocity.
    For a 2026 cloud-native landscape, it emphasizes how moving toward trunk-based
    development or short-lived feature branches is essential for optimizing continuous
    integration (CI) pipelines, minimizing integration debt, and enabling rapid, automated
    deployments to Kubernetes and cloud environments.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Git
  title: Branching Strategies Explained
  v1_locations: []
  video_order: 16
  year: N/A
https://www.youtube.com/embed/UmbjwSK9b3I?clip=UgkxRGuBMDAVDqKckQ1lhk-9U2jLBhBIBI5l&amp;clipt=EP2dHhjd8iE:
  addition_method: manual
  ai_summary: This architectural retrospective outlines Mercedes-Benz's transformation
    from legacy, manual infrastructure management to an on-premises, self-service
    cloud platform managing nearly 1,000 clusters via Cluster API (CAPI). In a 2026
    cloud-native context, it demonstrates the vital patterns for scaling declarative
    cluster lifecycle management and shifting traditional enterprise operations toward
    platform engineering model. The session highlights how organizational resilience,
    open-source alignment, and robust automation topologies can successfully modernize
    highly regulated corporate data centers.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Kubernetes
  title: 'Keynote: 7 Years of Running Kubernetes for Mercedes-Benz'
  v1_locations: []
  video_order: 7
  year: N/A
https://www.youtube.com/embed/V7PSnH8YnTk?si=6Mq4wjpipTLwUvYe:
  addition_method: manual
  ai_summary: Red Hat OpenShift Platform Plus provides an enterprise-grade, multi-cluster
    Kubernetes foundation integrating advanced cluster management, declarative DevSecOps
    security, and a global container registry. In a 2026 cloud-native landscape, it
    delivers a unified platform engineering control plane that simplifies multi-cloud
    operations while enforcing consistent governance and security policies from core
    to edge. This suite accelerates secure software delivery pipelines by embedding
    automated compliance and threat protection directly into the application lifecycle.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 3
  status: online
  technology: Red Hat OpenShift
  title: Red Hat OpenShift Platform Plus - Overview
  v1_locations: []
  video_order: 13
  year: N/A
https://www.youtube.com/embed/aZ5EsdnpLMI?si=ESsNnVwE8IdWSiWZ:
  addition_method: manual
  ai_summary: This documentary anthology traces the rapid evolution of artificial
    intelligence from early deep learning implementations to advanced generative AI
    systems like Google's Bard and OpenAI's ChatGPT. For 2026 cloud-native architectures,
    these developments highlight the critical need for integrating scalable AI model
    orchestration, strict ethical guardrails, and secure data pipelines directly into
    enterprise platform engineering. Understanding these socio-technical shifts assists
    cloud architects in designing resilient, compliant AI-integrated infrastructures
    that balance massive computational demands with robust operational governance.
  category: AI and Future Operations
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Generative AI and Large Language Models
  title: Artificial Intelligence | 60 Minutes Full Episodes
  v1_locations: []
  video_order: 20
  year: N/A
https://www.youtube.com/embed/cdZZpaB2kDM?clip=UgkxWAPHZbVaNZzk9pi0lMu6k5ABLuMHBtRL&amp;clipt=EK2rfRjW9YAB:
  addition_method: manual
  ai_summary: This systemic interview highlights architectural principles around open-sourcing
    core algorithms to enforce platform transparency and trust, directly paralleling
    modern GitOps, policy-as-code, and zero-trust verification frameworks in Cloud
    Native environments. Additionally, the insights on extreme manufacturing automation
    offer critical design lessons for 2026 edge computing, emphasizing the necessity
    of closed-loop automation, event-driven orchestration, and radical simplification
    of complex distributed infrastructures.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Distributed Systems Strategy
  title: Elon Musk talks Twitter, Tesla and how his brain works — live at TED2022
  v1_locations: []
  video_order: 19
  year: N/A
https://www.youtube.com/embed/ghzsBm8vOms:
  addition_method: manual
  ai_summary: This video details the evolution of cloud operations into Platform Engineering,
    focusing on the architecture and implementation of Internal Developer Platforms
    (IDPs) to mitigate developer cognitive load. By establishing standardized 'golden
    paths' through Infrastructure as Code (IaC) and self-service APIs, organizations
    can balance developer autonomy with rigorous governance, security, and compliance.
    This paradigm shift optimizes resource provisioning and modernizes DevOps workflows
    for highly scalable, cloud-native environments.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Platform Engineering
  title: What is Platform Engineering and how it fits into DevOps and Cloud world
  v1_locations: []
  video_order: 8
  year: N/A
https://www.youtube.com/embed/hAwtrJlBVJY?si=bnyptzNFx4jzOiEj:
  addition_method: manual
  ai_summary: This analysis dissects the macroeconomic shift from hyper-growth talent
    hoarding to hyper-efficiency, highlighting the systemic collapse of bloated engineering
    teams in favor of lean, automated operations. For a 2026 cloud-native landscape,
    this underscores the critical role of platform engineering and robust FinOps architectures
    designed to maximize resource utilization while minimizing human-in-the-loop operational
    overhead. Architects must leverage these insights to build self-healing, highly
    automated platforms that successfully decouple organizational scale from headcount.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: FinOps
  title: The Brutal Truth Behind Tech Layoffs
  v1_locations: []
  video_order: 21
  year: N/A
https://www.youtube.com/embed/niuJpAKyb7c:
  addition_method: manual
  ai_summary: 'In this tutorial, Gisela Torres explains the architecture and application
    of VS Code Dev Tunnels to enable secure remote access to local development environments.
    Dev Tunnels establish a secure, encrypted connection to VS Code without requiring
    complex VPNs or firewall modifications, allowing developers to connect from any
    web browser or secondary editor instance. For 2026 developer productivity, this
    simplifies remote workspace orchestration and collaborative debugging in cloud-native
    platforms. [SPANISH CONTENT]

    '
  category: Developer Productivity
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: VS Code
  title: 'Remote VS Code with Dev Tunnels: access the editor from your browser'
  v1_locations: []
  video_order: 29
  year: '2023'
https://www.youtube.com/embed/nrhxNNH5lt0?si=U5h1mbkbF6ZEOvlj:
  addition_method: manual
  ai_summary: This video details the transition from traditional, late-stage security
    audits to DevSecOps, explaining how shifting security left eliminates deployment
    bottlenecks in fast-paced delivery pipelines. It covers the automation of static
    analysis (SAST), software composition analysis (SCA), and container scanning directly
    within CI/CD workflows. In a 2026 cloud-native context, this paradigm is critical
    for securing ephemeral microservices and maintaining continuous compliance without
    sacrificing deployment velocity.
  category: Security and Compliance
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: DevSecOps
  title: What is DevSecOps? DevSecOps explained in 8 Mins
  v1_locations: []
  video_order: 18
  year: N/A
https://www.youtube.com/embed/rT4fJNbfe14:
  addition_method: manual
  ai_summary: This documentary explores the architectural genesis of Prometheus at
    SoundCloud, detailing how the shift to microservices necessitated a fundamental
    pivot from host-based monitoring to a pull-based, multi-dimensional metric data
    model. In a 2026 cloud-native context, understanding these foundational design
    decisions—specifically the trade-offs of localized TSDB storage, HTTP pull mechanics,
    and PromQL—is vital for architecting self-healing, high-cardinality observability
    pipelines across distributed, edge, and hybrid-cloud environments.
  category: Observability and Monitoring
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Prometheus
  title: 'Prometheus: The Documentary'
  v1_locations: []
  video_order: 4
  year: N/A
https://www.youtube.com/embed/rkXGSLf-rVQ?si=Ho8Zzxbrecn7Yncb:
  addition_method: manual
  ai_summary: In this discussion, David Heinemeier Hansson critiques the dogmatic
    adoption of microservices, highlighting how they introduce substantial operational
    complexity, network latency, and cognitive load compared to a well-structured
    monolith. He champions the 'Majestic Monolith' as a pattern that maximizes developer
    velocity and reduces organizational overhead by keeping the deployment domain
    unified. For modern cloud-native architectures, this perspective serves as a crucial
    counterweight to microservice fatigue, driving the industry toward highly-optimized
    modular monoliths that simplify infrastructure and cut cloud spend.
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 4
  status: online
  technology: Ruby on Rails
  title: 'David Heinemeier Hansson: Microservices vs. Monolith'
  v1_locations: []
  video_order: 9
  year: N/A
https://www.youtube.com/embed/videoseries?list=PLmsFUfdnGr3w9BdWjQGAwV7UPW0kspwOp:
  addition_method: manual
  ai_summary: 'This official live series explores the paradigm shift from traditional
    CI/CD pipelines to autonomous, agent-driven operations (Agentic DevOps). It covers
    technical deep-dives into Azure SRE Agents for automated root cause analysis and
    proactive reliability, GitHub Copilot App Mod Agents for modernizing legacy systems
    at scale, and AI-powered workflows across GitHub and Azure DevOps. Essential for
    platform engineers designing self-healing environments and scalable human-in-the-loop
    AI governance in 2026.

    '
  category: AI and Future Operations
  description: Featured video series in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Agentic DevOps
  title: Agentic DevOps Live
  v1_locations: []
  video_order: 30
  year: '2025'
https://www.youtube.com/embed/videoseries?si=GBJtqv36O8bslj9z&amp;list=PLvBBnHmZuNQJeznYL2F-MpZYBUeLIXYEe:
  addition_method: manual
  ai_summary: This comprehensive video series details core Jenkins CI/CD automation
    techniques, including Pipeline-as-Code implementations and system management best
    practices. In a 2026 cloud-native context, mastering Jenkins remains critical
    for orchestrating complex build pipelines, bridging the gap between legacy infrastructure
    and modern Kubernetes deployment targets. The tutorials provide foundational architectural
    patterns for establishing scalable, automated, and reproducible continuous integration
    workflows across distributed enterprise environments.
  category: Fundamentals and Documentaries
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Jenkins
  title: Jenkins Tutorials
  v1_locations: []
  video_order: 24
  year: N/A
https://www.youtube.com/embed/videoseries?si=fJvBV63-mjQ6S-Ht&amp;list=PL7sEPiUbBLo_iTds-NV-9Tu05Gg2Aj8N7:
  addition_method: manual
  ai_summary: NetBox serves as the foundational source of truth for modern network
    automation by integrating IP Address Management (IPAM) and Data Center Infrastructure
    Management (DCIM) into a unified database. In a 2026 Cloud Native ecosystem, it
    empowers Infrastructure as Code (IaC) pipelines to dynamically query and enforce
    intended network state via robust APIs, effectively eliminating configuration
    drift. This architectural approach bridges the gap between physical hardware tracking
    and automated, declarative network orchestration across complex hybrid environments.
  category: Infrastructure as Code
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: NetBox
  title: NetBox Zero To Hero
  v1_locations: []
  video_order: 26
  year: N/A
https://www.youtube.com/embed/videoseries?si=zdATyq_E2wXN7AC6&amp;list=PLbMP1JcGBmSGKO8UreWpOBOhCqilejhtd:
  addition_method: manual
  ai_summary: 'Every other Thursday at 3pm ET hosts Hilliary Lipsig and Jonathan Rickard
    dive into everything in the GitOps universe, from solutions to common problems
    in end-to-end CICD pipelines, to creating Git workflows. This series explores
    how GitOps enhances modern application delivery and discusses the latest news
    around best practices and Cloud Native architecture.

    '
  category: Architecture and Cloud Strategy
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: GitOps
  title: GitOps Guide to the Galaxy
  v1_locations: []
  video_order: 23
  year: N/A
https://www.youtube.com/kubernetescommunity:
  addition_method: manual
  content_hash: 5654ed1b031bb525606fadef419e20044ee5e80a0915535c7ae4e75f0c909d9d
  health_score: 100.0
  last_checked: 1779031393.113604
  title: kubernetes logo
  v1_locations: []
  youtube_mosaic:
    category: cloud_native_kubernetes
    image: images/kubernetes_logo.png
    order_v1: 2
    order_v2: 1
https://www.youtube.com/live/2IArMAhkJcE?si=_LlIjakRXHUzERjy:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Focuses on 'Spec Kit' - an open framework designed to facilitate collaborative
    creation of technical specifications. Details how clear, shared specification
    templates improve open-source contributions, bridge communication gaps between
    product and engineering, and keep technical debt in check.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Collaboration
  - Documentation Specifications
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Open Source Friday: Spec Kit - What it is, the problems it solves, and how
    clear specs make collaboration work'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
  - developerportals.md
https://www.youtube.com/playlist?app=desktop&list=PLI1_CQcV71RnBebKm_tH1uKYI3WxkM2TT:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A curated Pluralsight/A Cloud Guru video playlist featuring structural
    and strategic comparisons of hyperscalers. It covers pricing structures, operational
    overhead, and developer experience metrics. Live grounding confirms its baseline
    instructional value for junior cloud engineers.
  language: English
  resource_type: Guide/Video
  complexity: Beginner
  hierarchy:
  - Cloud Learning
  - Multimedia
  - Provider Comparisons
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "youtube: A Cloud Guru - Cloud Provider Comparisons \U0001F31F"
  addition_method: manual
  v2_locations:
  - public-cloud-solutions.md
https://www.youtube.com/playlist?app=desktop&list=PLVx1qovxj-akr_3XqQQgpqRyQw4GYuS4h:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: An introductory video collection teaching standard configuration, secret
    integration, dynamic cloud volumes, and fundamental deployment syntax. Recommended
    for engineers transitioning from traditional VM hypervisors.
  language: English
  resource_type: Video Tutorial
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes
  - Video Series
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube playlist: Thetips4you - Kubernetes Tutorial for Beginners'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://www.youtube.com/playlist?list=PL0pgb_7nDofA1hJpkpPf4qHQTYZbPVT5M:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A video course in Spanish explaining Git and GitHub mechanics. Covers
    foundational commit management, remote synchronization, branch isolation, push/pull
    requests, and basic repository management.
  language: Spanish
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Engineering Education
  - Developer Platform
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube: GitHub Masterclass (Spanish) \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://www.youtube.com/playlist?list=PL6gx4Cwl9DGAcbMi1sH6oAMk4JHw91mC_:
  description: "- [A beginner's guide to web development with Python 2.7 / Django
    1.7](http://www.tangowithdjango.com)\n    - [The Bottom-Line Single Main Difference
    Between Python 2 and 3](http://migrateup.com/main-difference-python-3)"
  year: '2014'
  stars: 0
  ai_summary: Classical educational video series introducing the standard features
    of Python 3.4 and Django 1.7. Serves as a reference for legacy syntax structures
    and foundational MVC designs.
  language: Python
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Tutorials
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: Python 3.4 Programming Tutorials - YouTube
  addition_method: manual
  v2_locations:
  - python.md
https://www.youtube.com/playlist?list=PL7sEPiUbBLo_iTds-NV-9Tu05Gg2Aj8N7:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A masterclass video syllabus designed to train networking personnel
    from scratch to advanced NetBox usage. Explores modeling practices, dynamic API
    integration, scripting configurations, and system customization methods.
  language: Python
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Computer Networking & IPAM
  - Infrastructure Management
  - IPAM & DCIM Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: NetBox Zero To Hero'
  addition_method: manual
  v2_locations:
  - networking.md
https://www.youtube.com/playlist?list=PLA6Ht2dJt3SId7vE9P5mppWdj65_l6hl7:
  addition_method: automatic
  ai_summary: This architectural playlist details how Model Context Protocol (MCP)
    standardizes context and tool-calling interfaces for AI agents within modern cloud-native
    systems. It explores the practical integration of autonomous agents into DevOps,
    SRE, and API automation pipelines, replacing complex, manual scripts with intent-driven
    workflows. By utilizing secure and scalable MCP servers, platform teams can safely
    delegate infrastructure, database, and testing orchestration to context-aware
    AI systems.
  category: AI and Future Operations
  complexity: Beginner
  content_hash: d337a93db929ecf9925a32fe3968f186d100adddec8ab243774727e5c94cba59
  description: Official collection of Kubernetes contributor orientation sessions,
    tracking the community onboarding landscape.
  hierarchy:
  - Kubernetes
  - Community
  - Contributor Onboarding
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352414.115685
  reputation_status: Vetted
  reputation_summary: The official CNCF-administered YouTube playlist compiled for
    global Kubernetes community training and contributor mentoring.
  resource_type: playlist
  social_preview_url: https://i.ytimg.com/vi/-Z-Z_lmA7nE/hqdefault.jpg?sqp=-oaymwEXCOADEI4CSFryq4qpAwkIARUAAIhCGAE=&amp;rs=AOn4CLA3b7JR3467ac8sY_EEEETG97dnzw&amp;days_since_epoch=20605
  source_provenance: X.com (nubenetes)
  stars: 4
  status: online
  suggested_new_category: kubernetes-community
  tags:
  - '[GUIDE]'
  - '[ENTERPRISE-STABLE]'
  technology: DevOps + AI Agents
  title: Model Context Protocol (MCP) and AI Agents in DevOps
  year: '2026'
https://www.youtube.com/playlist?list=PLEsfXFp6DpzQFqfCur9CJ4QnKQTVXUsRy:
  addition_method: manual
  content_hash: d3bbcc168ea4710a648a35fa5fce04c821b399c48eb3fd19426220b04f513865
  description: ''
  health_score: 100.0
  last_checked: 1779033923.74378
  needs_ai_refresh: true
  stars: 0
  title: Interested in Learn Django 1.9? Check out my free series on YouTube
  v1_locations:
  - docs/python.md
  year: N/A
https://www.youtube.com/playlist?list=PLLasX02E8BPBCP7KdYsjKKFFQUmNEUmE9:
  addition_method: automatic
  ai_summary: This technical podcast series details the evolution of cloud-native
    infrastructure required to support autonomous, context-aware AI agents in enterprise
    environments. It explores critical engineering paradigms such as multi-agent orchestration,
    context engineering over traditional RAG, unified data fabrics for governed access,
    and Postgres-centric vector storage. Additionally, it addresses the SRE and operations
    dimension by analyzing how agentic AI is reforming IT operations, cloud management,
    and security governance through defined agentic borders.
  category: AI and Future Operations
  complexity: Advanced
  content_hash: 6aa463d2db95d5dbee2329f3257d069776f9d35e38e5049b2afeee7c9c503676
  description: Complete visual and audio series exploring the development, deployment,
    and operation of agentic architectures.
  hierarchy:
  - Cloud Architecture
  - Azure
  - Agentic Systems
  - Multi-Agent Orchestration
  - Database Design
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352148.494004
  reputation_status: Vetted
  reputation_summary: Highly authoritative technical podcast managed and hosted by
    Microsoft Azure's core engineering divisions.
  resource_type: Playlist
  social_preview_url: https://i.ytimg.com/pl_c/PLLasX02E8BPBCP7KdYsjKKFFQUmNEUmE9/studio_square_thumbnail.jpg?sqp=CKvP99AG-oaymwEICPABEPABSFqi85f_AwYIwJWQzgY=&amp;rs=AOn4CLCDT3bF0WFzL_3ilEQH3LbhMEEi3g&amp;days_since_epoch=20605
  source_provenance: X.com (Azure)
  stars: 4
  status: online
  suggested_new_category: podcasts
  tags:
  - GUIDE
  - ENTERPRISE-STABLE
  technology: SRE + AI Agents
  title: The Shift Podcast by Microsoft Azure—Agentic Edition
  year: '2026'
https://www.youtube.com/playlist?list=PLM-7VG-sgbtBBnWb2Jc5kufgtWYEmiMAw:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A comprehensive video playlist introducing the structural components
    of modern APIs. Topics covered include REST design principles, authentication
    mechanisms (OAuth2, API Keys), request headers, and standard response codes. This
    visual guide is optimal for engineers looking for an intuitive walk-through of
    API mechanics.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Application Integration
  - API Design
  - Fundamentals
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'Youtube Playlist: Introduction to APIs'
  addition_method: manual
  v2_locations:
  - api.md
https://www.youtube.com/playlist?list=PLOU2XLYxmsIJp39MsvkeWYYNwMso-HeNT:
  addition_method: automatic
  ai_summary: This playlist presents the Cloud Native and GenAI architectural frameworks
    showcased at Google I/O 2026, focusing on the transition from traditional DevOps
    to 'agent-first' autonomous workflows using Google Cloud’s serverless stack (Cloud
    Run, Eventarc, Cloud Build, BigQuery) and the Agent Development Kit (ADK). By
    utilizing Model Context Protocol (MCP) and event-driven architectures, developers
    can orchestrate specialized multi-agent swarms to handle complex Day-2 operations,
    such as self-healing remediation and intelligent CI/CD pipelines. This paradigm
    shift provides a highly secure, automated foundation for scaling and governing
    AI-native applications directly from code to production.
  category: AI and Future Operations
  complexity: advanced
  content_hash: fef268774e88afb23eae028f5b4fcf68d63d0e864a4dc7ef88b5b3044cf012d4
  description: The official AI technical sessions playlist from Google I/O 2026, showcasing
    Gemma 4, Antigravity 2.0, and advanced agent frameworks.
  hierarchy:
  - Artificial Intelligence
  - AI Agents
  - Google Antigravity
  - Gemma 4
  - Agentic Orchestration
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352037.401415
  reputation_status: Vetted
  reputation_summary: Primary official repository of AI technical training and developer
    keynotes from Google I/O 2026.
  resource_type: video_playlist
  social_preview_url: https://i.ytimg.com/vi/2n41YjR5QfU/hqdefault.jpg?sqp=-oaymwEXCOADEI4CSFryq4qpAwkIARUAAIhCGAE=&amp;rs=AOn4CLBxBvfHStzI9-7w1XgpRgHITX8l5Q&amp;days_since_epoch=20605
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  technology: DevOps + AI Agents
  title: Cloud at Google I/O 2026
  year: '2026'
https://www.youtube.com/playlist?list=PLOU2XLYxmsIJuxYe1znksQlhLJ4w8GKCu:
  addition_method: automatic
  ai_summary: This playlist explores the shift toward proactive, agentic AI, physical
    robotics, and the convergence of quantum computing with distributed machine learning
    models. For a 2026 Cloud Native context, it highlights how these autonomous agentic
    workflows and advanced model capabilities transition enterprise operations from
    reactive automation to proactive, self-healing system management. This shift fundamentally
    redefines how distributed computing infrastructures orchestrate, monitor, and
    scale complex, multi-agent AI workloads.
  category: AI and Future Operations
  complexity: advanced
  content_hash: 1bf13f60d9449db20f35fa148d506dc8c82259879bcf6284862942c25161f318
  description: YouTube playlist containing the full set of dialogues from Google I/O
    2026 exploring quantum computing, sci-tech, and the agentic AI era.
  hierarchy:
  - Artificial Intelligence
  - Strategic AI
  - Quantum Computing
  - Google I/O 2026
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352037.401401
  reputation_status: Vetted
  reputation_summary: Official Google for Developers channel playlist covering key
    architectural dialogues at Google I/O 2026.
  resource_type: video_playlist
  social_preview_url: https://i.ytimg.com/vi/9C20esBUf-Q/hqdefault.jpg?sqp=-oaymwEXCOADEI4CSFryq4qpAwkIARUAAIhCGAE=&amp;rs=AOn4CLB5w0uAQ1omy8BigPQXdTYYqZXCvw&amp;days_since_epoch=20605
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  technology: AI Agents + Distributed ML Operations
  title: Dialogues at Google I/O 2026
  year: '2026'
https://www.youtube.com/playlist?list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz:
  addition_method: automatic
  ai_summary: The official collection of technical video assets from Google I/O 2026.
    This playlist offers exhaustive technical coverage spanning Android 17 advancements,
    multi-platform Flutter innovations, Google Cloud platform architectures, and local/cloud
    generative AI scaling strategies.
  category: demos
  complexity: intermediate
  content_hash: 25c5d80fdee1404f5e1bc66805b0b9de122780801666588b42897f23eb1f0b94
  description: The complete playlist of technical sessions and keynotes from Google
    I/O 2026, outlining Google's product roadmap and engineering shifts.
  hierarchy:
  - Cloud Computing
  - AI and Machine Learning
  - Mobile and Web
  - Google I/O
  is_microservice: false
  language: en
  last_checked: 1780352013.43475
  reputation_status: Vetted
  reputation_summary: The master playlist for Google I/O 2026, serving as the official
    reference repository for cloud, web, and mobile developer tracks.
  resource_type: playlist
  social_preview_url: https://i.ytimg.com/vi/tfoSeH63yCg/hqdefault.jpg?sqp=-oaymwEXCOADEI4CSFryq4qpAwkIARUAAIhCGAE=&amp;rs=AOn4CLAIfuv2jL8pgL1UGv5Mc-QcefkoBQ&amp;days_since_epoch=20605
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: Google I/O 2026 Sessions
  year: '2026'
https://www.youtube.com/playlist?list=PLOU2XLYxmsILVF9qmspC4i4R0t3o64HSx:
  addition_method: automatic
  ai_summary: '**Curator Insight:** A concentrated learning repository that showcases
    Google''s 2026 vision of merging Android runtime sandboxes with deep, agentic
    AI execution layers.

    **Live Grounding:** This curated YouTube playlist aggregates critical developer
    keynotes and architectural walkthroughs directly from Google I/O 2026.

    *   **Technical Focus:** Highlights next-generation machine learning tooling,
    multi-modal web integrations, and optimized Android 17 runtime frameworks.

    *   **Key Developer Value:** Provides direct, practical blueprints for micro-frontend
    designs, declarative UI workflows with Compose, and cloud-to-edge agent coordination.'
  category: ai-agents-mcp
  complexity: intermediate
  content_hash: 911021be2d34099324fb11960897425d618da344f0f14fc951ffea6f3e905832
  description: The official Google Developers playlist hosting key sessions, product
    announcements, and technical recaps from Google I/O 2026.
  hierarchy:
  - Cloud Ecosystems
  - Google Cloud
  - Google I/O Conferences
  is_microservice: false
  language: en
  last_checked: 1780352272.994093
  reputation_status: Vetted
  reputation_summary: Highly vetted. Official Google Developer resources with verified
    technical content and massive industry adoption.
  resource_type: video
  social_preview_url: https://i.ytimg.com/vi/aqmpZocmR8o/hqdefault.jpg?sqp=-oaymwEXCOADEI4CSFryq4qpAwkIARUAAIhCGAE=&amp;rs=AOn4CLAwH7CAWPjeDwcud5rISahtOx4V9A&amp;days_since_epoch=20605
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - ENTERPRISE-STABLE
  - GUIDE
  title: Google I/O 2026 Recaps Playlist
  year: '2026'
https://www.youtube.com/playlist?list=PLOwxB_PX3s3WSfhzVtwhxXwy7QpkmtnzR:
  description: '- [youtube.com: Ansible Tutorial Part 8 - Implementing Handlers and
    Handling Task Failures](https://www.youtube.com/watch?v=pJFZ5h9fT5o&ab_channel=InfraXpertzz)'
  year: '2023'
  stars: 0
  ai_summary: Video-driven learning path focusing on task controls and failure remediation.
    Teaches handlers, block-rescue operations, and robust error management patterns
    within unstable systems.
  language: English
  resource_type: video
  complexity: Intermediate
  hierarchy:
  - DevOps & Learning Resources
  - Video Courses
  - Ansible
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube playlist: Ansible Tutorial - by Infra Xpertzz \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.youtube.com/playlist?list=PLRKtJ4IpxJpDxl0NTvNYQWKCYzHNuy2xG:
  description: ''
  year: '2020'
  stars: 4
  ai_summary: A foundational lecture series on structural decision-making and pragmatism
    in machine learning by Cassie Kozyrkov. Focuses on framing analytics problems,
    mitigating cognitive biases in model creation, and designing human-centric metrics
    to measure real business impact.
  language: None
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - AI & Machine Learning
  - Foundations
  - Decision Intelligence
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "youtube: Making Friends with Machine Learning | Cassie Kozyrkov | playlist
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.youtube.com/playlist?list=PLVx1qovxj-akoYTAboxT1AbHlPmrvRYYZ:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A highly structured educational video playlist demonstrating the end-to-end
    integration of essential enterprise tools including SonarQube, JFrog Artifactory,
    Jenkins, and Maven. Curator insights praise the step-by-step installation guides.
    Live architectural operations confirm this collection as an excellent, hands-on
    pipeline-construction reference for intermediate engineers aiming to master security
    scanning and artifact management.
  language: N/A
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - DevOps & SRE
  - CI/CD Pipelines
  - Tool Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "youtube playlist: DevOps - SonarQube, Artifactory, JFrog, Jenkins, Maven,
    etc \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.youtube.com/playlist?list=PLVx1qovxj-akr_3XqQQgpqRyQw4GYuS4h:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: An in-depth video reference covering the Kubernetes architecture, control
    plane components, pod scheduling, services, and ingress controllers. Delivers
    practical breakdowns of stateful and stateless application deployments and declarative
    configuration management using manifests.
  language: English
  resource_type: Video Playlist
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes
  - Core Concepts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube playlist: Kubernetes \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.youtube.com/playlist?list=PLVx1qovxj-al0Knm1A0eEXfGyd5kCi16p:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An extensive video tutorial series mapping out foundational DevOps patterns
    using Ansible. Progresses from single-target ad-hoc commands to complex corporate
    role orchestration.
  language: English
  resource_type: video
  complexity: Beginner
  hierarchy:
  - DevOps & Learning Resources
  - Video Courses
  - Ansible
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube playlist: Ansible Tutorial - by Thetips4you \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
  - ansible.md
https://www.youtube.com/playlist?list=PLVx1qovxj-amqyqHceAhkcsopzi4PFcKc:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A structured, video-based learning path focused on containerization
    mechanics, image creation, multi-stage builds, and Docker Compose orchestration.
    It bridges the gap between local development workflows and production-ready container
    standards, offering deep-dives into container networks and storage volumes.
  language: English
  resource_type: Video Playlist
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Containerization
  - Docker
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube playlist: Docker \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.youtube.com/playlist?list=PLVx1qovxj-anCTn6um3BDsoHnIr0O2tz3:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A structured video playlist designed for developers and administrators
    learning Prometheus. Walks through server configuration, writing simple PromQL
    metric expressions, creating Prometheus alerting rules, and building operational
    metrics dashboards in Grafana.
  language: N/A
  resource_type: Video Playlist
  complexity: Beginner
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube playlist: How to setup Prometheus \U0001F31F"
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.youtube.com/playlist?list=PLWZKNB9waqIX00uj5q4nX_TOFiX3if1z3:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A structured, comprehensive video tutorial playlist walking through
    the installation, pipeline configuration, and visual analysis capabilities of
    the ELK stack. Ideal for engineering teams onboarding to self-hosted logging infrastructure.
  language: None
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Observability
  - Log Management
  - Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube: ELK for beginners - by XavkiEn \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.youtube.com/playlist?list=PLWZKNB9waqIXEL-NIapWwIADPtkspe9vk:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An introductory video tutorial cataloging infrastructure automation
    concepts in French. Perfect for engineering teams building foundational declarative
    syntax and control loop capabilities.
  language: French
  resource_type: video
  complexity: Beginner
  hierarchy:
  - DevOps & Learning Resources
  - Video Courses
  - Ansible
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Ansible for beginners - by XavkiEn'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.youtube.com/playlist?list=PLXb5972EMl4BfKVDMaJH6Pg9SI6q_HqMg:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A comprehensive introductory video series covering standard IaC orchestration
    concepts, core CLI mechanics, state handling, and simple multi-tier cloud provisionings.
    Ideal for establishing foundational competency without entering complex module
    design details immediately. Live grounding underscores its high pedagogical value
    in engineering onboarding initiatives.
  language: HCL
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Adoption Principles
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'youtube.com: Terraform Basics | Ned in the Cloud'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/playlist?list=PLaR6Rq6Z4IqcKOKT4c0uGkBt3YSRQ9S5v&si=qGpgMP56yagniZx8:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive introductory Spanish-language video series on Kubernetes.
    Discusses basic cluster infrastructure, orchestration fundamentals, container
    storage, pod lifecycle states, and structural service definitions.
  language: Spanish
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Education
  - Spanish Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Kubernetes para principiantes - La guía definitiva para principiantes absolutos
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://www.youtube.com/playlist?list=PLaR6Rq6Z4Iqcy9rg0JF6SCFst5lyyftQ-:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Playlist of presentations from the 2020 London OpenShift Commons, sharing
    architectural case studies from leading financial and telco companies.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Resources & Training
  - Video Learning
  - Community Conferences
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube playlist: London 2020 | OpenShift Commons Gathering \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.youtube.com/playlist?list=PLbMP1JcGBmSFA56rykbH2fg1F9Tozk4of:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A curated playlist of technical capabilities inside Red Hat Advanced
    Cluster Management (ACM), focusing on policy enforcement, lifecycle orchestration,
    and multi-cluster visualization.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure & Operations
  - Enterprise Cluster Management
  - Red Hat ACM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Advanced Cluster Management Demos
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/playlist?list=PLbMP1JcGBmSGKO8UreWpOBOhCqilejhtd:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A structured educational series focusing on GitOps theory, hands-on
    architectural patterns, and practical tooling walkthroughs (ArgoCD, Tekton, and
    Helm). Highly recommended for establishing developer and platform team alignment.
  language: English
  resource_type: Video Playlist
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - GitOps
  - Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube.com: GitOps Guide to the Galaxy \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.youtube.com/playlist?list=PLf3vm0UK6HKpOqIY2fcu_M0sCSpluyXMW:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Red Hat's developer lessons focused on real-world system patterns, detailing
    secure service integration, configurations separation, and cluster administration
    patterns within heavy enterprise networks.
  language: English
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Video Series
  - Enterprise Fundamentals
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'youtube playlist: DevNation Lessons: Kubernetes Fundamentals'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://www.youtube.com/playlist?list=PLlrxD0HtieHh9ZhrnEbZKhzk0cetzuX7l:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A high-quality introductory video series charting terminal execution,
    file system interaction, and variables. Developed to bridge gaps in foundational
    scripting knowledge. Live Grounding recognizes it as a highly accessible educational
    resource for early-career platform engineers.
  language: Bash
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Bash for Beginners'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.youtube.com/playlist?list=PLlvAxgO7JdIXAzHx887zl-4no4X-CtiFu:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: An introductory training playlist that guides novice developers through
    AWS resources provisioning with Terraform. Focuses heavily on the mechanics of
    GitHub Actions pipelines as the automated execution engine.
  language: HCL
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - AWS
  - CI-CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube: Terraform Tutorial for beginners | AWS Infrastructure as Code |
    Github Actions \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/playlist?list=PLvBBnHmZuNQJeznYL2F-MpZYBUeLIXYEe&si=GBJtqv36O8bslj9z:
  addition_method: manual
  content_hash: fe8324e343ec3e1e140cc97beea75cd32bb752f0f2a261515f1d4a307b647824
  health_score: 100.0
  last_checked: 1779130495.000977
  needs_ai_refresh: true
  v1_locations: []
https://www.youtube.com/playlist?list=PLy0Gle4XyvbGhGpX0CXAuiEsfL-MD-rND:
  description: ''
  year: '2024'
  stars: 3
  ai_summary: A modular video breakdown specifically tracking the networking, scaling,
    and state reconciliation interactions between Pods and ReplicaSets. Demystifies
    self-healing mechanics and custom target state specifications.
  language: English
  resource_type: Video Tutorial
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Kubernetes
  - Video Series
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube: Kubernetes Pods and ReplicaSets explained'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://www.youtube.com/playlist?list=PLy7NrYWoggjwPggqtFsI_zMAwvG0SqYCb:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: An industry-defining video guide pairing OCI engine theory with localized
    container orchestration operations. Illustrates packaging programs, managing dependencies,
    configuring networks, and running resilient deployment manifests.
  language: English
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Containers & Kubernetes
  - Video Series
  - Foundations
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "youtube playlist: Tech World with Nana - Docker and Kubernetes Tutorial
    for Beginners \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://www.youtube.com/playlist?list=PLy7NrYWoggjw_LIiDK1LXdNN82uYuuuiC:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A popular, high-density video tutorial playlist by Nana Janashia covering
    Jenkins architectures, shared libraries, container builds, and deployment workflows.
    *Curator Insight*: Comprehensive playlist. *Live Grounding*: Widely regarded as
    one of the best video onboarding courses for engineers learning Jenkins.'
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - CI/CD Foundations
  - Learning Paths
  - Jenkins Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Tech World with Nana - Jenkins Tutorial for Beginners'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/playlist?list=PLy7NrYWoggjziYQIDorlXjTvvwweTYoNC:
  description: ''
  year: '2026'
  stars: 5
  ai_summary: A highly granular masterclass detailing Helm templates, complex StatefulSets,
    dynamic storage provisioning, and ingress configuration. Highly recommended for
    platform engineers tasked with standardizing real-world production clouds.
  language: English
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Video Series
  - Production Mechanics
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "youtube playlist: Tech World with Nana - Complete Kubernetes Tutorial for
    Beginners \U0001F31F\U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
? https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbTVoMnVrcVR5Tjl0dlBGWkx2UTZzMHA3N1N3QXxBQ3Jtc0tsZkZrcUpfSzhBX1EzdUtOanRqV3o2WDZpdkhPY0NyODhmbERSQUhROFRPa2pZRC13Q3l0ekQ2MjR1LTIyY254VmhwdHVack1XeDJiRWVBMUl6U3RDRHo3cF9XVDVJRTluLWJFVXNYUjF5OFV4ZlN5SQ&q=https%3A%2F%2Fdocs.google.com%2Fpresentation%2Fd%2F14fSLwfEVpDU-3udMGEW9bQATCAOy0F8b6UOgNgDkD3A%2Fedit%3Fusp%3Dsharing
: addition_method: manual
  content_hash: 6d20271831cbf5a912def5b006aeec39283999041a5703f2c583c5495f5e6bbe
  health_score: 100.0
  last_checked: 1779034557.904017
  v1_locations:
  - docs/demos.md
https://www.youtube.com/shorts/-hvEdSI8ziE:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779031672.425963
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Visually instructs developers on creating, checking out, and upstream-mapping
    branches directly through the built-in VS Code status bar and source control manager.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Git Integration
  is_microservice: false
  title: How VS Code Makes Branches
https://www.youtube.com/shorts/0N-NFIfy5lI:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779032040.626803
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Demonstrates diagramming directly within VS Code using lightweight file-to-architecture
    tools like Draw.io integration or Mermaid.js markup.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Architecture Design
  is_microservice: false
  title: Create diagrams in vscode
https://www.youtube.com/shorts/0h1xNFsEZBU:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779029629.674682
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[LEGACY]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: Introduces VS Code's Local History timeline, which acts as a localized
    rollback mechanism independent of Git commits. Highly effective for safe experimentation
    and recovering legacy structures in active code sessions.
  language: English
  resource_type: Short Video
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Editor Tools
  - VS Code
  is_microservice: false
  title: Time Travel!
https://www.youtube.com/shorts/0xq_ZYfl6Vk:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779029271.434985
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Visual guide to configuring JVM microservices compiled with Gradle inside
    the Visual Studio Code workspace for optimal build orchestration.
  language: Java
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Java Development
  is_microservice: true
  title: Java, Gradle, and VS Code
https://www.youtube.com/shorts/6IwjxcDbVW0:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030570.317069
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Explores how to use the 'Local History' view in VS Code to compare and
    restore files from automatic, local timeline snapshots.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Git Integration
  is_microservice: false
  title: Navigate your code's history
https://www.youtube.com/shorts/6NFR5MsHM_4:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779029679.952647
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Duplicates technical concepts of workspace optimization, showcasing
    pinned tab features for streamlining file switching during rapid refactoring runs.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - UI Customization
  is_microservice: false
  title: Pin VS Code Tabs
https://www.youtube.com/shorts/70voiUcMk_I:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779032001.30589
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Showcases using GitHub Copilot to write technical documentation and
    structure layout outlines within VS Code markdown canvases.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - AI Tooling
  is_microservice: false
  title: Copilot writing Markdown
https://www.youtube.com/shorts/8iVaeLjzY6s:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030992.154608
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Examines recent visual and functional updates inside Visual Studio Code.
    Highlights incremental layout improvements, productivity-focused shortcuts, and
    key performance tunings designed to optimize workspace velocity.
  language: English
  resource_type: Short Video
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Editor Tools
  - VS Code
  is_microservice: false
  title: New VS Code features
https://www.youtube.com/shorts/AGFvs2pT1VQ:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779031495.355407
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Demonstrates techniques for utilizing GitHub Copilot to dynamically
    generate and execute unit tests from inline comments and active editor workspaces.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - AI Tooling
  is_microservice: false
  title: Copilot Unit Tessts Like a Boss
https://www.youtube.com/shorts/G5580-DxQuw:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030197.548729
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Demonstrates rapid markdown structural heading manipulation and navigation
    techniques in VS Code to streamline documentation processes.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Markdown
  is_microservice: false
  title: Markdown Header Magic
https://www.youtube.com/shorts/HyhSDvaaRwM:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779029310.517514
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Details the native Settings Sync feature in VS Code, synchronizing keybindings,
    themes, and global packages across local and remote development systems.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Configuration
  is_microservice: false
  title: Take your extensions with you
https://www.youtube.com/shorts/KQB8FRoJaH4:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779034310.148297
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Details using VS Code's native schema files to build interactive, contextual
    guided walkthroughs for onboarding new engineers to complex codebases.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Documentation
  is_microservice: false
  title: Create guided walkthroughs of your code
https://www.youtube.com/shorts/KZHI5RMmFk0:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779033339.802127
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: Highlights the utility of VS Code's Screencast Mode, which visualizes
    keybindings and mouse clicks directly on-screen. Essential setting for preparing
    technical demonstrations and team onboarding videos.
  language: English
  resource_type: Short Video
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Editor Tools
  - VS Code
  is_microservice: false
  title: Screencast mode
https://www.youtube.com/shorts/OfsixF-splk:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779031461.87441
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: Walks through the visual layout capabilities of the Git Graph extension
    for VS Code. Explains how to interactively perform Git tasks and inspect branching
    and merging histories directly in the IDE workspace.
  language: English
  resource_type: Short Video
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Editor Tools
  - VS Code Plugins
  is_microservice: false
  title: Master Git with Git Graph
https://www.youtube.com/shorts/Q2RrAdWmn_M:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779031490.555543
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Instructs on configuring custom fonts and visual typography options
    in VS Code, detailing ligature settings and visual styling rules for complex layouts.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Configuration
  is_microservice: false
  title: Changing Font in VS Code the RIGHT WAY!
https://www.youtube.com/shorts/ToGRhGvo62k:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779031065.435401
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Showcases the release of profile templates, providing predefined setups
    for Python, Java, Node, and Web developers in VS Code.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Development Environment
  - Release Updates
  - Microsoft
  is_microservice: false
  title: April 2023 Release Highlights - Profile Templates
https://www.youtube.com/shorts/VP4JoijL_TY?si=dBGfs6sn1ryzPcYT:
  description: ''
  addition_method: manual
  content_hash: 587c955f8a8f841834620f307bff3c533724d51ef813ad2e33f18fb1a8e7eca2
  health_score: 100.0
  last_checked: 1779130494.951474
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2023'
  stars: 0
  ai_summary: A rapid-format video tutorial introducing basic kubectl commands to
    junior administrators. It provides quick visual examples of resource inspection,
    namespace switching, and logs viewing.
  language: Spanish
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Kubernetes
  - Developer Experience
  - Tutorials
  is_microservice: false
  title: 'Kubernetes: Un tour por los comandos básicos'
https://www.youtube.com/shorts/VqOVb76IyI4:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030971.972698
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Highlights advanced keyboard shortcuts and interactive UI configurations
    to accelerate dynamic file creation and namespace generation within the editor.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - UI Customization
  is_microservice: false
  title: STOP Creating New Files This! But Do THIS in VS Code!!!
https://www.youtube.com/shorts/WzlpGnbNPH4:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779034517.834619
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: A visual guide illustrating how to configure, save, and isolate VS Code
    settings Profiles. Enables developers to separate extensions and UI styles across
    distinct roles like backend, frontend, and cloud-native development.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Configuration
  is_microservice: false
  title: VSCode Profiles
https://www.youtube.com/shorts/X3wgBid4gO8:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030251.424513
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Highlights Thunder Client, an extremely lightweight REST API client
    embedded natively in VS Code, offering a fast alternative to Postman.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - API Testing
  is_microservice: true
  title: 'Extension of the week: Thunder Client'
https://www.youtube.com/shorts/bVlIo4H0IDU:
  description: ''
  addition_method: manual
  content_hash: ee29f72dbcf13f27d510feb7740c2a958a1bad2c0e39602b47e8e57f6b3b5470
  health_score: 100.0
  last_checked: 1779130495.012454
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2024'
  stars: 0
  ai_summary: High-speed video digest covering release highlights of VS Code v1.86,
    pointing out user interface improvements, native Git revisions, and terminal auto-completions.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - Release Notes
  is_microservice: false
  title: New VS Code Release Highlights v1.86
https://www.youtube.com/shorts/cLokEWqTuds:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779029796.858761
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Shows how to leverage extension frameworks (e.g., Marp) to compile markdown
    documents into enterprise-grade HTML or PDF slide decks natively.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Architecture Design
  is_microservice: false
  title: Write slides in VS Code
https://www.youtube.com/shorts/cTE0ec3IurE:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779033904.719133
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: Demonstrates the configuration of vertical rulers in VS Code to assist
    developers in maintaining line-width constraints directly within their workspaces.
    This setting is crucial for styling compliance across multi-developer setups.
  language: English
  resource_type: Short Video
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Editor Tools
  - VS Code
  is_microservice: false
  title: Vertical rulers
https://www.youtube.com/shorts/dDtueNAFELo:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779034508.148587
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Highlights configuration settings for the Prettier formatter to achieve
    clean code style formatting automatically on save events.
  language: JavaScript
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Formatting
  is_microservice: false
  title: 'Extension of the Week: Prettier'
https://www.youtube.com/shorts/hdmaP4ibJ4I:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779031095.094574
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Overview of features added in VS Code v1.76, including improvements
    to active terminal profiles, visual profile configurations, and keybinding adjustments.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Development Environment
  - Release Updates
  - Microsoft
  is_microservice: false
  title: VS Code February 2023 Release Highlights (v1.76)
https://www.youtube.com/shorts/hmq195GRYCI?si=8knOM1y50V6JcRlk:
  description: ''
  addition_method: manual
  content_hash: c6e2f21e48e628476eff90974a283e3d5fdf087e662099015f6f54651c2b1dc3
  health_score: 100.0
  last_checked: 1779130495.026946
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  stars: 0
  ai_summary: A Spanish-language short format video discussing AI-driven extensions
    that automatically write unit test suites and suggest refactoring operations to
    optimize runtime efficiency.
  language: Spanish
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - AI Assistance
  is_microservice: false
  title: Extensión de Visual Studio Code que genera tests y mejora tu código
https://www.youtube.com/shorts/i0V1bHybv5w?si=y42F3QjNFVouu3s8:
  description: ''
  addition_method: manual
  content_hash: fdcb9b1ff88b8c13fad90412e79ee80bf4b0c2aba402e712ba623654868cb5f5
  health_score: 100.0
  last_checked: 1779130494.9326
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  stars: 0
  ai_summary: A quick video tutorial showcasing customization of file icon themes
    in VS Code to enhance visual identification of complex microservice structures
    and directory components.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - Customization
  is_microservice: false
  title: File Icon Theme
https://www.youtube.com/shorts/nMJBbH7g1M4:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779034307.258012
  needs_ai_refresh: true
  stars: 3
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2022'
  ai_summary: Covers high-impact shortcuts on the GitHub interface, focusing on the
    browser-based VS Code environment launcher. Streamlines remote file traversal
    and light code reviews without requiring a local clone.
  language: English
  resource_type: Short Video
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Version Control
  - GitHub
  is_microservice: false
  title: Hacking GitHub?
https://www.youtube.com/shorts/p-H7Q9PtSc8:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779029111.387406
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Demonstrates quick configuration modifications required to switch active
    JVM runtimes and compiler compliance levels seamlessly.
  language: Java
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Java Development
  is_microservice: false
  title: Change your Java versions in VS Code!
https://www.youtube.com/shorts/rjmXBs5l_7M?si=UlQ4q1-B-JOiYwrn:
  description: ''
  addition_method: manual
  content_hash: 9f4916ea68eeb8fdf32cb71f474f0cd6c294186736eb44642d7465576ea57f23
  health_score: 100.0
  last_checked: 1779130495.00226
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  stars: 0
  ai_summary: Explains how to leverage GitHub Copilot as a learning tutor inside VS
    Code, instructing it to break down unfamiliar APIs, debug output stacks, and explain
    complex shell code.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Development Tools
  - AI Assistance
  - Copilot
  is_microservice: false
  title: Learn with Copilot
https://www.youtube.com/shorts/t322UnzV9vM:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030426.943568
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Shows how to quickly spin up Java and Maven development workspaces using
    the official Microsoft Extension Pack for Java.
  language: Java
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Java Development
  is_microservice: true
  title: Try Maven (and Java) in VS Code!
https://www.youtube.com/shorts/t5vXCNIBVYw:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030053.037151
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Shows customization options for the editor minimap to emphasize error
    markers, highlights, and structural complexity indicators.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - UI Customization
  is_microservice: false
  title: Minimap Makeover
https://www.youtube.com/shorts/uzC1PP73d9I:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779032763.545767
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Showcases the 'ErrorLens' extension, which prints diagnostics and error
    messages directly inline with source code lines for real-time validation.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Debugging
  is_microservice: false
  title: ErrorLens! Catch Errors on the Fly!
https://www.youtube.com/shorts/vpFF1XSqWjw?si=Zr2eW_C3_3hQoXAa:
  description: ''
  addition_method: manual
  content_hash: 14a4b821f59a416f81abba0eb7012e0650e769e97ab86de4e9540a1618d7fb18
  health_score: 100.0
  last_checked: 1779130494.951759
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  stars: 0
  ai_summary: Highlights the Git Graph extension in VS Code, allowing visual tracking
    of branching strategies, commits, and tag histories to keep distributed teams
    aligned during fast deployment periods.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - Git Extensions
  is_microservice: false
  title: Visualize your git repo in vscode with Git Graph extensions
https://www.youtube.com/shorts/y55a7NAiHiI:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030269.16885
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2023'
  ai_summary: Details Rainbow CSV, an extension that colors columns in flat-file schemas
    to simplify parsing database exports within VS Code.
  language: N/A
  resource_type: YouTube Short
  complexity: Basic
  hierarchy:
  - Developer Productivity
  - Short Videos
  - Formatting
  is_microservice: false
  title: Rainbox CSV
https://www.youtube.com/shorts/yuzKp_KsGIk?si=ooaqRJzW2cmf6Z2M:
  description: ''
  addition_method: manual
  content_hash: 78554a7ad63d1f0b9ee0b22cee77b32c3d5b531a74ed8a158a402049b0449c39
  health_score: 100.0
  last_checked: 1779130495.012152
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2024'
  stars: 0
  ai_summary: Explores shortcut combinations in VS Code to efficiently wrap and unwrap
    block tags and brackets, improving the speed of drafting and editing structured
    YAML or JSON templates.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Development Tools
  - VS Code
  - Productivity
  is_microservice: false
  title: 'How to be a professional (un)wrapper #vscode #programmingtools #coding'
https://www.youtube.com/user/AWSwebinars:
  description: ''
  addition_method: manual
  content_hash: c757fd8719887b9cfe0a1a8277bd4e16762a8200e4409d30cbaaaf86be3a309d
  health_score: 100.0
  last_checked: 1779030220.578826
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: Interactive webinar collection focusing on corporate cloud migration
    patterns, cost containment strategies, and AI workloads optimization within AWS
    environments.
  language: N/A
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: AWS Webinar Channel
https://www.youtube.com/user/AmazonWebServices:
  description: ''
  addition_method: manual
  content_hash: ad23a9d49ba1ccfa4374f151098c04c717e0a0286d1251faeee844c68b1dc60a
  health_score: 100.0
  last_checked: 1779031111.424838
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: The main streaming resource channel for AWS, housing re:Invent presentations,
    high-level architecture reviews, and deep product feature walkthroughs.
  language: N/A
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: Amazon Web Services Youtube
https://www.youtube.com/user/CodingEntrepreneurs:
  description: '- [Interested in Learn Django 1.9? Check out my free series on YouTube](https://www.youtube.com/playlist?list=PLEsfXFp6DpzQFqfCur9CJ4QnKQTVXUsRy)'
  year: '2020'
  stars: 0
  ai_summary: Popular educational platform playlist for rapid Django backend generation.
    Demonstrates common model relations, CRUD templates design, system forms validation,
    and basic server operations for application builders.
  language: English
  resource_type: Curation
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Web Frameworks
  - Educational Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: CodingEntrepreneurs youtube channel
  addition_method: manual
  v2_locations:
  - python.md
https://www.youtube.com/user/SpringSourceDev:
  addition_method: manual
  content_hash: fc8158d4253cc10d5b16485a114f61043af5fe4dea3e94496c61466a920d031b
  health_score: 100.0
  last_checked: 1779033665.953453
  title: spring logo
  v1_locations: []
  youtube_mosaic:
    category: dev_testing_collab
    image: images/spring-logo.jpg
    order_v1: 45
    order_v2: 5
https://www.youtube.com/user/WSO2TechFlicks:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Official visual channel for WSO2. Highlights integration capabilities,
    open-source API gateway patterns, and customer identity access management (CIAM)
    setups on Kubernetes-centric topologies.
  language: English
  resource_type: Video Channel
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - Video Walkthroughs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: WSO2 @Youtube
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.youtube.com/user/apigee:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The official video reference library for Google Cloud's Apigee, covering
    security policies, proxy design, billing implementation, and hybrid runtime cluster
    orchestration.
  language: English
  resource_type: Video Channel
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - Video Walkthroughs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Apigee @Youtube
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.youtube.com/user/awstutorialseries:
  description: ''
  addition_method: manual
  content_hash: ba71c575c875e161bb1267a61ddd4d492820c56c3a7f23d66a2629a58edd9259
  health_score: 100.0
  last_checked: 1779029154.755611
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  ai_summary: Educational video series focused on practical system designs on AWS,
    covering target configurations across networking, security policies, and standard
    infrastructure frameworks.
  language: N/A
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Learning & News
  is_microservice: false
  title: AWS Tutorial Series
https://www.youtube.com/user/climagic:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: A platform and social presence showcasing the power of command-line
    tools, text-processing utilities, and shell syntax gymnastics. Offers practical
    one-liners that enhance daily terminal productivity and workflow efficiency.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Operating Systems & Infrastructure
  - Command Line
  - Utility Demos
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: CLImagic
  addition_method: manual
  v2_locations:
  - linux.md
https://www.youtube.com/user/coursera:
  addition_method: manual
  content_hash: 28e4c50e4883b35be8a8ddefdcbdd6ff828494d945dedcb2e0eeeefe54c9c20e
  health_score: 100.0
  last_checked: 1779032977.691716
  title: coursera
  v1_locations: []
  youtube_mosaic:
    category: learning_influencers_communities
    image: images/coursera_logo.jpg
    order_v1: 72
    order_v2: 6
https://www.youtube.com/user/googlecloudplatform:
  addition_method: manual
  content_hash: c69a76a3d0f599d69cfcee60b94fb35f70f6f10821cab2d622c336e7eb5a0360
  health_score: 100.0
  last_checked: 1779034217.665907
  title: gcp videos
  v1_locations: []
  youtube_mosaic:
    category: cloud_providers
    image: images/gcp_logo.jpg
    order_v1: 13
    order_v2: 2
https://www.youtube.com/user/mulesoftvids:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: Official YouTube channel containing technical deep dives, system integration
    tutorials, and architectural best practices for the MuleSoft Anypoint Platform.
    It covers API-led connectivity, microservices orchestration, and complex enterprise
    integration patterns (EIPs).
  language: English
  resource_type: Video Platform
  complexity: Intermediate
  hierarchy:
  - Architecture
  - API Management
  - Enterprise Platforms
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: MuleSoft @Youtube
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.youtube.com/user/rhopenshift/videos:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: The main YouTube page for OpenShift, hosting recorded community developer
    events, product demonstrations, and architectural panels.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Resources & Training
  - Video Learning
  - Official Stream
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: OpenShift Youtube
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.youtube.com/watch?app=desktop&v=AXnDrGgLaF0&feature=share&ab_channel=RobertdeBock:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A video-based walkthrough demonstrating how to construct, package, distribute,
    and consume Ansible Collections. The tutorial outlines the transition from legacy
    monolithic roles to modular collection structures containing plugins, playbooks,
    and roles.
  language: N/A
  resource_type: Video Tutorial
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Tutorials
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: "youtube: Ansible Collections \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.youtube.com/watch?app=desktop&v=Fl0iLoAMdzc&ab_channel=AndrewMalkov:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A video-based tutorial guiding developers through migration from Docker
    to Podman and Buildah, detailing how to live without a daemon. It contrasts performance
    profiles, daemon socket vulnerabilities, and tool-chain integrations. Highly recommended
    for system architects looking to secure local environments and standardize on
    OCI-compliant developer workflows.
  language: N/A
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Containers
  - Migration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: How to live without Docker for developers - Part 1 | Migration
    from Docker to Buildah and Podman'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.youtube.com/watch?app=desktop&v=OcHRWaC5tvY&feature=youtu.be&ab_channel=RedHat:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This architectural demonstration breaks down the security design patterns
    of nested virtualization, specifically running Podman within a Podman container
    (PinP). This technique allows unprivileged CI/CD pipelines to securely package
    and build OCI images without mounting the host system's root sockets, offering
    a safer alternative to Docker-in-Docker approaches.
  language: Shell
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Container Infrastructure
  - Container Engines
  - Nested Virtualization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Podman in Podman (Running a container within a container)'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.youtube.com/watch?app=desktop&v=Vh3piGAxcf8&ab_channel=AlokKumar:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: An instructional guide analyzing Kubernetes labels and selectors, essential
    for object identification and scheduling criteria. Focuses on practical CKA exam
    tactics, highlighting label syntax, set-based selectors, and decoupling mechanisms.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Core Architecture
  - Object Identification
  - Labels and Selectors
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Kubernetes. Label and Selector. Important Topic. Identify object in cluster.
    CKA Exam Tips
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.youtube.com/watch?app=desktop&v=jokfVGdhBow&feature=youtu.be&ab_channel=InfraXpertzz:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779033572.699329
  v1_locations:
  - docs/ansible.md
https://www.youtube.com/watch?app=desktop&v=mODkt1OJDew&ab_channel=AlokKumar:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: Provides step-by-step practical walk-throughs targeting control plane
    security and ETCD maintenance. Focuses on snapshot generation, certificates handling,
    and standard cluster restoration patterns.
  language: Bash
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Control Plane
  - ETCD Administration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Kubernetes.. ETCD Backup and Restore... Very Easy Steps... CKA
    Exam Tips..'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://www.youtube.com/watch?app=desktop&v=o3WXPXDuCSU:
  description: ''
  year: '2019'
  stars: 4
  ai_summary: An in-depth presentation detailing Tinder’s migration of their massive
    monolithic architecture to Kubernetes. Discusses scaling issues, DNS latency challenges
    in CoreDNS, networking constraints, and how containerization reduced service footprint
    and accelerated deployments.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Case Studies
  - Large-Scale Migration
  - Traffic Scaling
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'youtube: Tinder''s Move to Kubernetes - Chris O''Brien & Chris Thomas, Tinder'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.youtube.com/watch?app=desktop&v=y4XGFluzPHY&ab_channel=CloudBeesTV:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Technical tutorial demonstrating how to integrate GitLab repository
    configurations with Jenkins multibranch pipelines. Walks through auto-discovering
    repository branches, handling webhook triggers for pull requests, and automating
    branch-specific builds. *Curator Insight*: Video tutorial on GitLab pipelines.
    *Live Grounding*: Essential for hybrid environments bridging traditional Jenkins
    setups with modern GitLab VCS topologies.'
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Pipeline Patterns
  - GitLab Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: How to Create a GitLab Multibranch Pipeline in Jenkins'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?si=YBt3LmBRNNq-GrqL&v=OPKVKPfJrRA&feature=youtu.be:
  addition_method: manual
  content_hash: 35de86df2c32e1415ceaac674b3c27bb4905b042d48f9dbf481cf51d58fa0224
  health_score: 100.0
  last_checked: 1779130495.023097
  needs_ai_refresh: true
  v1_locations:
  - docs/openshift.md
https://www.youtube.com/watch?si=dWSDPD4eXvF3dx5r&v=gnYU0jtQbug&feature=youtu.be:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Webinar presentation highlighting standard configurations for establishing
    clear, highly readable public documentation using GitBook, emphasizing real-time
    integrations and Markdown-based code setups.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - AI & Platform Engineering
  - Documentation
  - Developer Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'GitBook Webinar: GitBook for Public Docs'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.youtube.com/watch?si=vK_9UKjGV8F24Ebt&v=1v15VSKPZRU&feature=youtu.be:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An in-depth technical comparison of OpenShift bare-metal installation
    strategies. Weighs the architectural pros and cons of Installer-Provisioned Infrastructure
    (IPI), Assisted Installer setups, and isolated Agent-based workflows.
  language: N/A
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Enterprise Kubernetes
  - OpenShift Infrastructure Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Openshift Baremetal - Installer''s Bake-off: Agent vs Assisted vs IPI'
  addition_method: manual
  v2_locations:
  - kubernetes-tutorials.md
https://www.youtube.com/watch?si=zB9HD1MCp3SbLQwL&v=V53AHWun17s&feature=youtu.be:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A comprehensive video course mapping the design and implementation of
    an Azure-based dev environment using modern Terraform practices. Explains resource
    groups, virtual networks, and VM provisioning with integrated cloud-init bootstrapping.
    Live grounding notes this is one of the most popular long-form video tutorials
    for developers building solid enterprise expertise in Azure-specific providers.
  language: HCL
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Azure Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'youtube - freecodecamp.org: Learn Terraform with Azure by Building a Dev
    Environment – Full Course for Beginners'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?time_continue=5340&v=FUu4kMc0PL8:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Curator Insight shares a keynote detailing how OpenShift and cloud-native
    design enabled BMW to execute zero-downtime microservice updates. Live Grounding
    validates this transformation as a key paradigm shift, proving that legacy automotive
    giants can achieve fast, continuous release cycles safely.
  language: N/A
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Organizational Culture
  - Migration Journeys
  - BMW Group
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: 'Youtube: BMW enables the BMW Group to deliver the continuous service that
    today''s consumers expect (video starts at 1:29:00)'
  addition_method: manual
  v2_locations:
  - customer.md
https://www.youtube.com/watch?v=--RRpw_6onA:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: An in-depth video interview exploring the early development, design
    constraints, and technological milestones of HashiCorp's suite. Offers high-level
    insights into state management and the evolution of cloud orchestration.
  language: None
  resource_type: Video Interview
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - History & Insights
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Mitchell Hashimoto: The Inside Story of HashiCorp''s IaC Journey
    | The IaC Podcast'
  addition_method: manual
  v2_locations:
  - iac.md
https://www.youtube.com/watch?v=-F9yzj4Kjeo&ab_channel=HoussemDellai:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical video guide explaining the creation, configuration, and
    operation of Azure Service Principals. In 2026, while Service Principals remain
    necessary for external integrations, best practices prioritize Managed Identities
    and Federated Credentials over manual credential management.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Identity & Access
  - Cloud Security
  - Identity Administration
  - Service Principals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube.com: Azure Service Principal - SPN | Houssem Dellai'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.youtube.com/watch?v=-NUQhwmhTCw&ab_channel=LambdaTest:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Walks through deploying a secure Jenkins controller and target executing
    agents in Azure VMs. *Curator Insight*: Azure VMs setup. *Live Grounding*: Provides
    basic VM-level architectural context for hybrid cloud-on-premise testing.'
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cloud Environments
  - Azure Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: LambdaTest - Jenkins Tutorial For Beginners | Part 7 | Adding A
    Jenkins Controller & Jenkins Agent Node On Azure'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=-sZvzW40NrM&ab_channel=Anyscale:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Technical presentation on scaling Large Language Model (LLM) fine-tuning
    pipelines using Airbnb's state-of-the-art ML platform. Deep dives into high-performance
    distributed training clusters, dynamic resource balancing, and optimizations implemented
    to overcome GPU memory scaling bottlenecks.
  language: None
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Generative AI
  - Distributed Systems
  - Case Studies
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'youtube.com: Optimizing LLM Training with Airbnb''s Next-Gen ML Platform'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.youtube.com/watch?v=0KQndcIedeg:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive video-based training course providing an end-to-end
    learning journey from core containerization primitives to advanced cloud deployments.
    It features practical command-line walk-throughs, helping visual learners grasp
    complex configurations like ingress routing, persistent volumes, and ConfigMaps.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Training
  - Media
  - Video Tutorial
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Complete Kubernetes Course
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.youtube.com/watch?v=0TvhTXddRGE:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779029805.998707
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2021'
  stars: 0
  ai_summary: An informative panel discussion examining the rise of Kubernetes policy
    engines. Tracks the evolution from manual auditing workflows to declarative, automated
    gatekeeping systems using OPA Gatekeeper and Kyverno.
  language: None
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Cloud Native Security
  - Policy-as-Code
  - Educational Video
  is_microservice: false
  title: 'youtube: The Rise of Kubernetes Policy Engine | Ep 57'
https://www.youtube.com/watch?v=0mxhS7H6bxM:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A cohesive workshop walking developers from local raw source files to
    complex multi-container runtime topologies. Demonstrates configuration directives
    for compose networks, volume persistent paths, and base dependency caching.
  language: N/A
  resource_type: video
  complexity: Beginner
  hierarchy:
  - Containers
  - Docker Basics
  - Workshops
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "youtube: Docker 101 (Workshop) how an application can be run using Docker
    containers. First, you'll learn how to take an application all the way from source
    code to a running container. Docker-compose, networking, multi-stage and more
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://www.youtube.com/watch?v=15CGdzfDlpQ&ab_channel=JFrog:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This technical tutorial demonstrates orchestration of blue/green deployments
    using NGINX as an ingress traffic controller and JFrog Artifactory as the container
    registry. It highlights automating immutable artifact promotions and shifting
    traffic paths smoothly to prevent production downtime.
  language: English
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Deployment & Delivery
  - CI/CD Orchestration
  - Deployment Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'youtube: jfrog - Modern App Deployments: How to use NGINX and JFrog to Automate
    your Blue/Green deployments'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.youtube.com/watch?v=15PFfjuxtvM&ab_channel=mkdev:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This video tutorial covers the REST API capabilities introduced in Podman
    3 and its virtualized Docker-compatible socket. It provides step-by-step demonstrations
    running unmodified Docker Compose setups under Podman, illustrating the underlying
    socket mapping mechanics that enable seamless developer workflows.
  language: Shell
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Container Infrastructure
  - Container Tooling
  - Docker Compose Compatibility
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "youtube: Podman 3 and Docker Compose - How Does the Dockerless Compose Work?
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.youtube.com/watch?v=16fgzklcF7Y&ab_channel=TechWorldwithNana:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A structured visual video tutorial explaining Istio's control plane
    (Istiod) and sidecar proxy data plane architecture. Delivers a high-level explanation
    of routing, security policies, and distributed telemetry collection within fifteen
    minutes.
  language: English
  resource_type: Video
  complexity: Low
  hierarchy:
  - Cloud Native Infrastructure
  - Service Mesh
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "youtube: Istio & Service Mesh - simply explained in 15 mins \U0001F31F"
  addition_method: manual
  v2_locations:
  - istio.md
https://www.youtube.com/watch?v=1FzOlSed5ts&ab_channel=OpenShift:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Video detailing best practices when pairing Helm with GitOps engines
    (such as Argo CD). Investigates template-rendering synchronization patterns, managing
    secret encryption, and maintaining single-source-of-truth states in git.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Continuous Delivery
  - GitOps
  - Red Hat OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: GitOps Guide to the Galaxy: Working with Helm'
  addition_method: manual
  v2_locations:
  - helm.md
https://www.youtube.com/watch?v=1Lat8dP7Eq0:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: An advanced AWS architecture session detailing patterns to transition
    generative AI from experimental concepts to secure, cost-optimized, and low-latency
    production applications. It covers vector search performance, model endpoint caching,
    and distributed multi-tenant API routing. This reference is crucial for system
    engineers designing robust enterprise AI portals.
  language: English
  resource_type: Video Presentation
  complexity: Advanced
  hierarchy:
  - Artificial Intelligence
  - Generative AI Engineering
  - Architecture Patterns
  tags:
  - '[EMERGING]'
  is_microservice: true
  status: online
  title: 'youtube: AWS re:Invent 2023 - From hype to impact: Building a generative
    AI architecture (ARC217)'
  addition_method: manual
  v2_locations:
  - ai.md
https://www.youtube.com/watch?v=1RTTEUEl9sc&feature=youtu.be:
  description: ''
  addition_method: manual
  content_hash: 64adda9e8edcc78f1792afa5faed336773258c854fd07662d50c20655f120eb6
  health_score: 100.0
  last_checked: 1779130494.947173
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  stars: 3
  ai_summary: A video presentation outlining rapid Kubernetes cluster management using
    K8Studio, an interactive visual IDE. It focuses on visual resource relationship
    maps, real-time log streaming, and graphical configuration edits.
  language: None
  resource_type: Video Tutorial
  complexity: Low
  hierarchy:
  - Developer Experience
  - Graphical User Interfaces
  - Educational Content
  is_microservice: false
  title: 'youtube: From Code to Cluster — Modern Kubernetes Workflows with K8Studio'
https://www.youtube.com/watch?v=1o14tIEhZL0:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779029247.089305
  needs_ai_refresh: true
  stars: 0
  title: 'youtube: The need for Slim Docker Container Images with @DockerSlim & Slim.AI'
  v1_locations:
  - docs/docker.md
  year: N/A
https://www.youtube.com/watch?v=1w1Jv9qssqg:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Visual step-by-step walkthrough covering the creation of Docker images
    using modern Spring Boot tooling. It demonstrates the utility of Paketo Buildpacks
    versus traditional Dockerfile approaches, focusing on builder configurations and
    layered JARs. It provides an accessible entry point for visual learners transitioning
    into containerized Java architectures.
  language: Java
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Spring Boot
  - Containerization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Creating Docker Images With Spring Boot'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.youtube.com/watch?v=24Wpg6njlYI:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779034132.057123
  needs_ai_refresh: true
  v1_locations:
  - docs/javascript.md
https://www.youtube.com/watch?v=2HPsPOwHOlY&ab_channel=DonovanBrown:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Explanatory session demystifying Helm internals. Illustrates how manifest
    rendering works on the client-side and describes the storage of release history
    as Secrets inside target Kubernetes namespaces.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Demystifying
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube.com: Demystifying Helm \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://www.youtube.com/watch?v=2LNxGVS81mE:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight details the conceptual value add of k3OS. Live grounding
    in 2026 reviews this video for historical context on single-purpose OS design,
    emphasizing immutable infrastructure patterns that have now matured into modern
    OS initiatives.
  language: English
  resource_type: Video
  complexity: Low
  hierarchy:
  - Edge Computing
  - Operating Systems
  - Archived Projects
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: '**K3OS Value Add**'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.youtube.com/watch?v=2RT9XwIWkVQ&ab_channel=Jenkins:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779034094.892536
  v1_locations:
  - docs/jenkins.md
https://www.youtube.com/watch?v=2UwQD0diUxk:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A video walk-through guide demonstrating the step-by-step installation
    of OKD4 on Google Cloud Platform (GCP). It outlines preparing DNS zones, setting
    up GCP service accounts, configuring the installation manifests, executing the
    ignition installer, and troubleshooting common cluster bootstrap failures.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Platforms
  - Distribution
  - Cluster Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube.com: How To Install OKD4 on GCP - Vadim Rutkovsky (Red Hat)'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.youtube.com/watch?v=2Z5HhEk1zK8&ab_channel=MichaelLevan:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030434.536061
  v1_locations:
  - docs/kubernetes-tools.md
https://www.youtube.com/watch?v=2mNAsrThius&ab_channel=CloudControl:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779034013.019844
  needs_ai_refresh: true
  stars: 0
  title: 'youtube.com: Learn to deploy OpenProject with Postgres in Kubernetes'
  v1_locations:
  - docs/project-management-tools.md
  year: N/A
https://www.youtube.com/watch?v=36aGHlsxlow:
  addition_method: automatic
  ai_summary: This onboarding session details the essential governance, codebase organization,
    and automated release mechanics of the Kubernetes project, guiding new engineers
    through Special Interest Groups (SIGs) and the Prow-based ChatOps CI/CD workflow.
    It delivers a structured pathway for landing code and documentation contributions,
    establishing the foundational open-source engineering practices required to maintain
    and scale modern cloud-native infrastructure.
  category: Fundamentals and Documentaries
  complexity: Beginner
  content_hash: 27c7fb4beadbdf3d6edccd8c2ccc1e4cdff811e933e8dc7bf8a19f4fb5844565
  description: The official onboarding video introducing new contributors to the Kubernetes
    governance structure, Special Interest Groups (SIGs), and contribution workflows.
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Community and Contribution
  - Contributor Onboarding
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: English
  last_checked: 1780352302.456685
  reputation_status: Vetted
  reputation_summary: Official community-led training resource managed by Kubernetes
    Special Interest Groups (SIG-ContribEx).
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/36aGHlsxlow/maxresdefault.jpg
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  - ENTERPRISE-STABLE
  technology: Kubernetes
  title: Kubernetes New Contributor Orientation
  year: '2025'
https://www.youtube.com/watch?v=3B41u33BS2E:
  addition_method: automatic
  ai_summary: This orientation provides a comprehensive guide to navigating the Kubernetes
    contributor ecosystem, detailing the organizational structure of Special Interest
    Groups (SIGs), community workflows, and the automation tools like Prow and Tide
    that govern the PR lifecycle. Understanding these foundational processes is essential
    for platform architects and engineers aiming to successfully upstream patches,
    custom controllers, or performance optimizations to the core Kubernetes codebase
    in 2026.
  category: Fundamentals and Documentaries
  complexity: Beginner
  content_hash: f7c8a7a52e509fcae9cac2f1d9c7d6109f52296b9c9f312b6f01f4af25d63905
  description: Kubernetes New Contributor Orientation video detailing the project's
    governance structure, Special Interest Groups (SIGs), developer workflows, and
    technical contribution paths.
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Open Source
  - Contributor Onboarding
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: English
  last_checked: 1780352282.814426
  reputation_status: Vetted
  reputation_summary: Alternative official recording of the Kubernetes contributor
    onboarding session from the CNCF, providing identical core guidance on community
    processes.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/3B41u33BS2E/maxresdefault.jpg
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[COMMUNITY-TOOL]'
  technology: Kubernetes
  title: Kubernetes New Contributor Orientation
  year: '2025'
https://www.youtube.com/watch?v=3H9eNIf9KZs&ab_channel=CloudBeesTV:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical video guide demonstrating Jenkins health and performance
    monitoring using Prometheus and Grafana. Explains the deployment of the Prometheus
    plugin to expose controller metrics and the configuration of standardized dashboards.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube.com: CloudBeesTV - How to Monitor Jenkins With Grafana and Prometheus
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=3TfGKugPlpE&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=12&pp=iAQB:
  addition_method: automatic
  ai_summary: This architectural update demonstrates Flutter's performance optimization
    layer and introduces Flutter GenUI, a dynamic design methodology that programmatically
    models and synthesizes application layouts via AI. Outlines key advancements in
    cross-platform engine rendering speeds.
  category: uncategorized
  complexity: intermediate
  content_hash: 7dce2d6b761251aea6f8cf1f52a099de25f6020d9a43ec1f075adfd6c3021a19
  description: Explore the latest Flutter framework updates, from performance improvements
    to new features. Dive into Flutter GenUI to discover how to build truly adaptive,
    AI-generated user experiences on the fly. Learn how these innovations are shaping
    the future of fast, multi-platform application development.
  hierarchy:
  - Mobile Development
  - Multi-platform
  - Flutter Framework
  - UI Rendering
  is_microservice: false
  language: en
  last_checked: 1780352013.434892
  reputation_status: Vetted
  reputation_summary: Details Google's official multi-platform client UI framework.
    The addition of Flutter GenUI sparked immense industry interest.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/3TfGKugPlpE/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: flutter-development
  tags:
  - '[ENTERPRISE-STABLE]'
  title: What's new in Flutter
  year: '2026'
https://www.youtube.com/watch?v=3uDxwNOtilU:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A step-by-step video architectural walkthrough showing how to build
    a dynamic three-tier AWS network structure via Terraform. Deploys segregated subnet
    tiers for the frontend web layer, application runtime, and RDS database layer.
  language: HCL
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Networking & Core
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Three tier architecture using Terraform in AWs'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?v=4DUhc0MjdUc&feature=youtu.be&ab_channel=MohamedRadwan-DevOps:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Video guide demonstrating a comprehensive CI/CD pipeline targeting Azure
    Kubernetes Service (AKS). Illustrates direct code integration, automatic container
    build pipelines inside GitHub Actions, security scanning, container registration
    inside ACR, and deployment using native Kubernetes manifests.
  language: YAML
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Azure
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Deploy Docker image to Kubernetes Cluster | CI-CD for Azure Kubernetes
    Service | Mohamed Radwan - DevOps'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=4niy0_ZpQ1w&ab_channel=CloudQuickLabs:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A technical video walkthrough demonstrating the setup of enterprise
    AWS Backup vaults, retention policies, and asset allocations using Terraform Cloud
    workspaces triggered by GitHub Actions.
  language: HCL/YAML
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Automation
  - GitHub Actions
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube: AWS Backup Set Up Using Terraform cloud and GitHub Actions | Cloud
    Quick Labs'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?v=53-Y_aI0KpE&ab_channel=MicrosoftAzure:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical video guide demonstrating the deployment and operation of
    Azure App Service workloads on custom Kubernetes clusters via Azure Arc. It walks
    through the resource provisioning pipeline, exposing the application endpoint,
    and validating state replication. This visual guide is optimal for platform engineers
    bridging traditional PaaS applications with cloud-native Kubernetes infrastructure.
  language: N/A
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Cloud Native & Kubernetes
  - Hybrid & Multicloud Solutions
  - App Services on Arc
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: 'youtube: How to run an App Service Web App on Azure Arc-enabled Kubernetes
    - Part 2 | Azure Tips and Tricks'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.youtube.com/watch?v=5XWwjyikWMQ&feature=emb_logo&ab_channel=Konveyor:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A comprehensive landscape review of cloud-native CI/CD tooling, mapping
    out the evolution of Jenkins, Tekton, Argo, and Flux. Provides architectural guidelines
    for selecting pipeline engines based on scalability and declarative execution
    goals.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - GitOps & CI-CD
  - Tool Assessment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Exploring The Cloud-native Kubernetes CI/CD Pipeline Tool Landscape'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=6NM6sqXIsoA:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical walk-through of OpenShift Serverless features. The session
    demonstrates creating a Node.js microservice, deploying it via git-import, scaling
    down to absolute zero instances to conserve resources, and automatically scaling
    up instances to handle sudden HTTP request surges.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Native Application
  - Serverless
  - OpenShift Serverless
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: youtube
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.youtube.com/watch?v=6OeRByC-sBs:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779031190.692351
  needs_ai_refresh: true
  stars: 0
  title: 'youtube: Introducing Azure Verified Modules for Terraform | Ned in the Cloud'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www.youtube.com/watch?v=6UF-QxiRGms&ab_channel=Kubevious:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A video presentation detailing methods to trace and audit exactly which
    pods and applications are consuming Kubernetes Secret resources. Demonstrates
    using visual topology maps to spot over-privileged service accounts and optimize
    RBAC footprints.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - Kubernetes Security
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "youtube: Which of your Kubernetes Apps are accessing Secrets? \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.youtube.com/watch?v=6W2TuBDaaiI&ab_channel=AliSpittel:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical video guide demonstrating rapid application development using
    AWS Amplify. Showcases integration with Amazon S3 for media storage, DynamoDB
    for metadata, and Cognito for user authentication.
  language: JavaScript
  resource_type: Video
  complexity: Basic
  hierarchy:
  - Public Cloud Providers
  - AWS
  - Amplify Development
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Build a Music Sharing App with Amazon S3 and AWS Amplify'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=6sqGxVI3X1w:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical video tutorial showing step-by-step preparation, containerization,
    and hosting of a Convolutional Neural Network (CNN) on Azure container endpoints.
    Demonstrates writing score scripts, declaring environment dependencies, and triggering
    predictions via REST APIs.
  language: Python
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Platforms
  - Azure
  - Model Serving
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: Deploy Convolutional Neural Network (CNN) on Azure with Python
    | Deep Learning Deployment | MLOPS'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.youtube.com/watch?v=7IFAg782pf8:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779032096.041482
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  ai_summary: A video presentation exploring how to transition from code to cloud
    by utilizing Monokle to build high-quality, compliant Kubernetes deployments.
    The session provides live demonstrations of Monokle's visual editing capabilities.
  language: English
  resource_type: Video Tutorial
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - Developer Productivity
  - Educational Material
  is_microservice: false
  title: 'youtube: From Code to Cloud: Quality Kubernetes Deployments with Monokle''
    | Cloud Native Islamabad'
https://www.youtube.com/watch?v=7NmGSnqLd58:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Video tutorial demonstrating standard techniques for configuring Maven,
    Gradle, or shell scripts inside Jenkins pipelines to automate artifact delivery
    to Nexus targets. It details credential management and pipeline syntax. Perfect
    for developers transitioning from manual delivery configurations to pipeline-managed
    deliveries.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - CI/CD Pipeline
  - Integration Tutorials
  - Jenkins & Nexus
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube: uploading artifacts from jenkins to nexus'
  addition_method: manual
  v2_locations:
  - registries.md
https://www.youtube.com/watch?v=7ruXlR08JZ0:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779032975.407578
  v1_locations:
  - docs/about.md
https://www.youtube.com/watch?v=81VnO4puNkg:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A high-impact video discussion by midudev comparing life as an independent
    freelance developer versus stable corporate employment. It evaluates financial
    structures, work-life boundaries, operational freedoms, and risk profile trade-offs.
  language: N/A
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Careers
  - Freelancing
  - Career Paths
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Freelance vs Empleo como Programador | midulive'
  addition_method: manual
  v2_locations:
  - freelancing.md
https://www.youtube.com/watch?v=8PxuWdjESfg&list=PLWz5rJ2EKKc-vRD1wCyEuPlkpLJhXhxJd&index=11:
  addition_method: automatic
  ai_summary: A high-density technical presentation from Google I/O 2026 detailing
    upcoming platform features in Android 17. The session explores key performance
    optimization strategies, Jetpack Compose tooling breakthroughs, spatial computing
    integrations via the Android XR SDK, and the deployment of agentic automation
    to streamline user experiences.
  category: elearning
  complexity: Intermediate
  content_hash: 08136ef239b0aa8be0c594e80e0776c74b23e4405e3101e957e68e9c5ce40bb5
  description: Explore what’s new in Android development from Google I/O 2026. Discover
    UI breakthroughs with Jetpack Compose, improvements in developer productivity,
    and how to unlock additional form factors for your app.
  hierarchy:
  - Software Development
  - Mobile Architecture
  - Android Platform
  is_microservice: false
  language: English
  last_checked: 1780352581.79223
  reputation_status: Vetted
  reputation_summary: Official technical overview from the Android Developers team
    at Google, highly regarded by mobile architects.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/8PxuWdjESfg/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: What's new in Android - Google I/O 2026
  year: '2026'
https://www.youtube.com/watch?v=8aGhZQkoFbQ:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779031266.851324
  needs_ai_refresh: true
  v1_locations:
  - docs/javascript.md
https://www.youtube.com/watch?v=8fgrjBnxqi0&ab_channel=AppSecEngineer:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779029116.724764
  v1_locations:
  - docs/securityascode.md
https://www.youtube.com/watch?v=8r5LYzUIepo:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: Educational walkthrough mapping API load-test workflows. Covers parameterizing
    user requests, analyzing server metrics, and troubleshooting unexpected timeouts
    in dynamic microservices backends.
  language: N/A
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Performance Engineering
  - Load Testing
  - Tutorials
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "youtube: JMeter API Performance Testing Tutorial \U0001F31F"
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://www.youtube.com/watch?v=93RlMqO4glM&ab_channel=Kubevious:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Using the 'latest' container image tag in production is a critical antipattern
    that breaks deployment reproducibility and introduces security risks. This guide
    uses Kubevious to outline three automated detection techniques to intercept and
    block these non-deterministic tags in deployment pipelines. It emphasizes implementing
    admission controllers to enforce strict version tagging.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Security
  - Container Images
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: 3 Ways to Detect Evil "Latest" Image Tags in Kubernetes - Kubevious'
  addition_method: manual
  v2_locations:
  - kubernetes-troubleshooting.md
https://www.youtube.com/watch?v=9_6H7Ahsdm4&ab_channel=OpenShift:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A video presentation detailing the internal architecture of KubeInit.
    Red Hat engineers demonstrate dynamic provisioning of nested virtual environments
    to accelerate local sandbox deployments of enterprise OpenShift platforms.
  language: Spanish
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Provisioning
  - Ansible
  - Media
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube: OpenShift Commons En Vivo - KubeInit con Maria Bracho, Scott McCarty,
    and Carlos Camacho (Red Hat, Spanish) \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.youtube.com/watch?v=9cwjtN3gkD4:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Introductory video course establishing foundational Kubernetes packaging
    concepts. Covers basic chart configuration, deployment lifecycles, and initial
    client interactions to transition from manual manifests to structured releases.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Helm
  - Tutorials
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Helm and Kubernetes Tutorial - Introduction
  addition_method: manual
  v2_locations:
  - helm.md
https://www.youtube.com/watch?v=9hDdg_Beui4&ab_channel=Konveyor:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779034405.991426
  needs_ai_refresh: true
  stars: 0
  title: 'youtube: Migrating JBoss EAP Applications to Kubernetes with Source-to-Image''
    (S2I)'
  v1_locations:
  - docs/kubernetes-backup-migrations.md
  year: N/A
https://www.youtube.com/watch?v=9jbR9lZuSU0:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Video presentation exploring the deployment of enterprise-grade, highly-available
    PostgreSQL patterns on OpenShift using Patroni. Analyzes storage profiles, automated
    routing, and backup schedules.
  language: None
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - OpenShift
  - High Availability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube: OCB: High Availability PostgreSQL and more on OpenShift - Jonathan
    Katz (Crunchy Data) \U0001F31F"
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.youtube.com/watch?v=9wu-j9gIlBY&list=PLa7VYi0yPIH1MB2n2w8pMZguffCDu2L4Y&index=8&ab_channel=Confluent:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A structured tutorial series on building, testing, and managing streaming
    ETL pipelines using the Kafka Connect REST API. Explains how to programmatically
    control source and sink connectors, handle serialization, and observe ingestion
    health.
  language: English
  resource_type: Video Playlist
  complexity: Intermediate
  hierarchy:
  - Event-Driven Systems
  - Apache Kafka Connect
  - API & Orchestration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube playlist: Kafka Connect Tutorials | Kafka Connect 101: REST API
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.youtube.com/watch?v=9wuUXi6Qbis&ab_channel=MichaelBornholdtNielsen:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical video guide detailing the deployment of the Crunchy PostgreSQL
    Operator on Red Hat OpenShift to power a simple containerized web application.
    This walkthrough illustrates basic operator setup and pod status validation through
    the console interface. While useful for rapid developer prototyping, production
    installations bypass manual UI clicks in favor of declarative GitOps workflows.
  language: Shell
  resource_type: Video Tutorial
  complexity: Beginner
  hierarchy:
  - Data Infrastructure
  - Database Operators
  - PostgreSQL
  - Platform Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: "youtube: Install and use Crunchy PostgreSQLfor OpenShift operator for simple
    todo app on OpenShift \U0001F31F"
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.youtube.com/watch?v=AbCTlemwZ1k&ab_channel=JamesQQuick:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779034116.714673
  v1_locations:
  - docs/visual-studio.md
https://www.youtube.com/watch?v=BF3MhFjvBTU:
  description: "- [Youtube: Kubernetes Package Management with Helm and CI/CD with
    Jenkins X - Webinar by Neependra Khare](https://www.youtube.com/watch?v=oZOZiL6XIfA&feature=emb_title)\n
    \   - [go.digitalocean.com/cicd-on-k8s](https://go.digitalocean.com/cicd-on-k8s)"
  year: '2018'
  stars: 0
  ai_summary: Explores Jenkins X architectures, GitOps patterns, and automated Helm
    chart management for rapid Kubernetes software delivery. Co-presented with deep-dives
    on DigitalOcean and standard orchestrator engines.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Kubernetes Native
  - Jenkins X
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Youtube: Jenkins X: Continuous Delivery for Kubernetes with James Strachan'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=BJufhuPK2DY&ab_channel=Kubermatic:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030732.545015
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2022'
  stars: 3
  ai_summary: An in-depth engineering presentation explaining how to build software
    capable of bootstrap-installing Kubernetes on any physical host or bare-metal
    provider, showcasing the architectural internals of the open-source KubeOne tool.
  language: None
  resource_type: Video Presentation
  complexity: High
  hierarchy:
  - Infrastructure
  - Cluster Provisioning
  - Educational Content
  is_microservice: false
  title: 'youtube.com: How to Write Software That Sets Up Kubernetes Anywhere with
    Kubermatic Kubeone'
https://www.youtube.com/watch?v=B_8vYxurU4k:
  addition_method: automatic
  ai_summary: This orientation session provides an essential entry point for developers
    looking to contribute to the Kubernetes ecosystem, detailing the organizational
    dynamics of Special Interest Groups (SIGs) and the architectural workflow of the
    project. It covers the technical mechanics of the Kubernetes contribution pipeline,
    including Git workflows, Prow-based automated testing, and the lifecycle of Kubernetes
    Enhancement Proposals (KEPs) to ensure high-quality, scalable code contributions.
  category: Fundamentals and Documentaries
  complexity: Beginner
  content_hash: 700d6fb0239b43421e62efbc7eeed5ec2bc293e9e2a5b0572a6bec4544876361
  description: Monthly Kubernetes orientation with a spotlight on the SIG CLI subgroup
    and contributing to kubectl ecosystems.
  hierarchy:
  - Kubernetes
  - Contributor Experience
  - Open Source
  - Mentorship
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352158.263435
  reputation_status: Vetted
  reputation_summary: Official CNCF/Kubernetes mentorship resource with active community
    usage.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/B_8vYxurU4k/maxresdefault.jpg
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  technology: Kubernetes
  title: Kubernetes New Contributor Orientation
  year: '2026'
https://www.youtube.com/watch?v=BiY3b7F96wc&ab_channel=TheFrontOpsGuy:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779032095.924072
  needs_ai_refresh: true
  stars: 0
  title: Mock Test - 2, CKAD Prep Exam (Solution)
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.youtube.com/watch?v=BsYYVkophsk:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A video meetup covering the migration path of a single VM Jenkins instance
    onto a dynamic, autoscaling Kubernetes ecosystem. *Curator Insight*: Kubernetes
    scaling. *Live Grounding*: Moving to Kubernetes-orchestrated controllers is the
    core standard for enterprise resilient environments.'
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Scalable Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "youtube: Online Meetup: From local installation to scalable Jenkins on Kubernetes
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=BtgZLw8hYiU&feature=youtu.be:
  addition_method: automatic
  ai_summary: This architectural discussion addresses the critical vulnerability in
    modern IAM frameworks where autonomous AI agents lack stable, verifiable identity
    constructs, leading to dangerous dependencies on long-lived API tokens. It explores
    how the Model Context Protocol (MCP) is redefining agent-to-agent (A2A) and human-to-agent
    authentication, highlighting strategies to mitigate prompt injection and secure
    ephemeral credentials in decentralized agentic workflows. Ultimately, it details
    how modern enterprise security architectures must adapt to protect billions of
    credentials as multi-agent orchestration becomes standard in cloud-native environments.
  category: Security and Compliance
  complexity: intermediate
  content_hash: 1e87b17eb0382015550d8e535cebbec68ce0734e25521250bf168114611493ff
  description: Interview with Google Cloud's Anshul Kapoor on agentic video editing,
    Gemini-powered multimodal search, and Veo generative tools.
  hierarchy: &id005
  - Artificial Intelligence
  - Generative AI
  - Multimodal Search
  - Video Production Integration
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352037.401689
  reputation_status: Vetted
  reputation_summary: Highly rated expert interview outlining Google Cloud's strategic
    partnership announcements at NAB 2026.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/BtgZLw8hYiU/maxresdefault.jpg
  source_provenance: X.com (pvergadia)
  stars: 4
  status: online
  suggested_new_category: ''
  tags: &id006
  - '[EMERGING]'
  technology: IAM + AI Agents
  title: Your AI Agent Has No Identity, Here's Why That's Dangerous
  year: '2026'
https://www.youtube.com/watch?v=C0E93Uc4h5k&ab_channel=xgeeks:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779029932.441524
  v1_locations:
  - docs/kubernetes-operators-controllers.md
https://www.youtube.com/watch?v=CB79eTFbR0w&feature=youtu.be&ab_channel=DevOpsToolkit:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779031258.604023
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: '2021'
  ai_summary: Video review explaining 10 top-tier tooling integrations designed to
    optimize development and ops inside Kubernetes clusters. Covers developer environments,
    CLI replacements, policy engines, and local deployment options to elevate developer
    velocity.
  language: Bash
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Cloud-Native Platforms
  - Kubernetes Operations
  - Curation
  is_microservice: false
  title: 'youtube: 10 Must-Have Kubernetes Tools | DevOps Toolkit'
https://www.youtube.com/watch?v=CJMdSQVFVik:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A video walk-through highlighting automated local configuration of OpenShift
    Platform 4.5 using CodeReady Containers. It simplifies hypervisor set up and cluster
    bootstrapping, serving as a historical baseline for modern Red Hat OpenShift Local
    techniques.
  language: N/A
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Local Development
  - Red Hat OpenShift Local
  - Installation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: CodeReady Containers - Easy OpenShift Container Platform 4.5 Installation'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=CmPK93hg5w8:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Visual and technical walkthrough illustrating the orchestration of continuous
    delivery models with Helm. Emphasizes declarative rollouts, blue-green strategy
    alignment, and handling configurations inside unified CI/CD systems.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Continuous Delivery
  - Helm Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Continuously delivering apps to Kubernetes using Helm
  addition_method: manual
  v2_locations:
  - helm.md
https://www.youtube.com/watch?v=CoUl9_NWdqQ:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A fast-track video guide introducing SwaggerHub, focusing on collaborative
    design structures, style guide validation, unified organization workspaces, and
    automatic mock testing for enterprise API platforms.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - API Development
  - API Design Collaboration
  - SwaggerHub
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube.com: SwaggerHub 101 An Introduction to Getting Started with SwaggerHub'
  addition_method: manual
  v2_locations:
  - swagger-code-generator-for-rest-apis.md
https://www.youtube.com/watch?v=D-Q2qXTssLY&feature=youtu.be:
  addition_method: manual
  last_checked: 1781736239.435085
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v2_locations:
  - terraform.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.youtube.com
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.youtube.com/watch?v=D9w3DH1zAc8:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Educational video outlining the foundational principles of Kubernetes
    health checks.

    - Introduces how liveness and readiness probes directly influence ingress controller
    routing and Pod self-healing.

    - Perfect for establishing baseline operational knowledge for platform engineering
    teams.'
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Workload Management
  - Application Lifecycle
  - Probes & Health Checks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: Kubernetes 101: Get Better Uptime with K8s Health Checks'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.youtube.com/watch?v=DLB9m17aGus:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Video guide focusing on User-Provisioned Infrastructure (UPI) installations
    of OpenShift on VMware vSphere. UPI remains a viable option for heavily restricted
    networks requiring custom storage/network bindings, although modern Installer-Provisioned
    Infrastructure (IPI) has become the de-facto standard.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - vSphere Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Deploy OpenShift 4 to vSphere using OpenShift''s UPI'
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.youtube.com/watch?v=DeNflzdjxVM:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A video tutorial analyzing the complementary patterns of Terraform (for
    provisioning cloud infrastructure) and Ansible (for configuration management and
    application deployment on those instances). Examines state handoff mechanisms,
    dynamic inventory integration, and run-time execution pipelines. Live grounding
    reveals that while native AMI/image-building pipelines are growing, this hybrid
    pattern remains highly utilized in legacy migrations.
  language: HCL
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Configuration Management
  - Hybrid Automation
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'youtube: Terrraform + Ansible: Automating configuration in infrastructure'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?v=DjBBV7oZxm8:
  addition_method: automatic
  ai_summary: This foundational guide demystifies Large Language Models (LLMs) for
    system engineers, demonstrating how to pragmatically integrate, prompt, and fine-tune
    models using direct APIs and local deployments rather than heavy frameworks. For
    cloud-native architects, it provides the essential blueprint for building resource-efficient,
    low-latency AI agents and MLOps pipelines that run reliably within containerized
    microservice architectures.
  category: AI and Future Operations
  complexity: Beginner
  content_hash: 700d6fb0239b43421e62efbc7eeed5ec2bc293e9e2a5b0572a6bec4544876361
  description: Recorded training session focused on guiding new open-source contributors
    through the Kubernetes SIG landscape and local dev environments.
  hierarchy: &id003
  - Kubernetes Ecosystem
  - CNCF Standards
  - Open Source Contribution
  - Contributor Workflows
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352138.62202
  reputation_status: Vetted
  reputation_summary: Official CNCF/Kubernetes channel training series, highly authoritative
    for community contributors.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/DjBBV7oZxm8/maxresdefault.jpg
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: kubernetes-onboarding
  tags: &id004
  - GUIDE
  technology: LLMs + AI Agents + MLOps
  title: A Hacker's Guide to Language Models
  year: '2026'
https://www.youtube.com/watch?v=E3Xyu29LIwY&ab_channel=CLOUDLEARNHUB:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Demonstrates how to invoke automated Ansible playbooks on Ansible Tower
    directly from Jenkins pipelines. *Curator Insight*: Ansible Tower triggers. *Live
    Grounding*: Key for orchestrating configuration changes on physical and virtual
    nodes during build cycles.'
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Infrastructure as Code
  - Ansible Tower
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Cloud Learn Hub - How to Integrate Jenkins with Ansible Tower?'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=EWFJem7GUAc:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Technical screencast instructing administrators on leveraging the Prometheus
    plugin to stream performance metrics into a dedicated Grafana dashboard for automated
    alerts and trends tracking.
  language: None
  resource_type: Video Tutorial
  complexity: Beginner
  hierarchy:
  - Observability
  - Infrastructure Monitoring
  - Prometheus & Grafana
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube: Monitoring Jenkins with Grafana and Prometheus'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=F3al0HP0MNo:
  addition_method: automatic
  ai_summary: This orientation session provides an architectural overview of the Kubernetes
    upstream community, detailing the organizational hierarchy of Special Interest
    Groups (SIGs) and Working Groups. It guides new contributors through the technical
    contribution pipeline, highlighting Git workflows, Prow-based automation for PR
    testing and labeling, and the governance frameworks that sustain the core platform.
    Understanding these mechanisms is crucial for cloud-native engineers aiming to
    effectively drive features and maintenance within the ecosystem's foundational
    orchestrator.
  category: Fundamentals and Documentaries
  complexity: Beginner
  content_hash: 51bd67966fb07a9bad5115b2c6423b6118a1e39832618a692560ccb29c123c48
  description: Official orientation video designed to welcome and guide new contributors
    entering the Kubernetes community and SIG architecture.
  hierarchy:
  - Kubernetes
  - Contributor Experience
  - Open Source
  - Mentorship
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352158.263362
  reputation_status: Vetted
  reputation_summary: Official Kubernetes contributor onboarding stream with no negative
    community reviews.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/F3al0HP0MNo/maxresdefault.jpg
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  technology: Kubernetes
  title: Kubernetes New Contributor Orientation for 2026-02-17
  year: '2026'
https://www.youtube.com/watch?v=FBAav6OoJlw:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: An informative video demonstration and technical walk-through highlighting
    the performance tuning of Managed DevOps Pools. Live 2026 usage demonstrates that
    transitioning from traditional VMs to managed container pools significantly reduces
    agent orchestration complexity while cutting monthly compute costs.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud DevOps
  - Platform Engineering
  - Infrastructure Execution
  - Managed DevOps Pools
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "youtube: Managed DevOps Pools for Azure DevOps | Full Overview & Demo \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://www.youtube.com/watch?v=FVDHWPxK5nU&ab_channel=CloudQuickPOCs:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A practical video walk-through demonstrating rapid prototyping of observability
    loops on AWS EKS using Grafana Cloud. Showcases agents configuration, telemetry
    ingestion endpoints, and deploying curated visual layouts with minimal local monitoring
    footprint.
  language: None
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Dynamic Component Monitoring
  - Cloud-Native Observability
  - Grafana Cloud & AWS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube.com: Cloud Quick POCs - Kubernetes monitoring metrics using Grafana
    Cloud on AWS EKS | Observability | Grafana'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://www.youtube.com/watch?v=Frje5KfNrxE:
  addition_method: automatic
  ai_summary: This onboarding session outlines the governance framework of Kubernetes
    Special Interest Groups (SIGs) and the technical workflows required to contribute
    to the ecosystem. It provides critical guidance on navigating community repositories,
    leveraging automated testing infrastructure (Prow), and adhering to code review
    standards essential for scaling cloud-native contributions.
  category: Fundamentals and Documentaries
  complexity: beginner
  content_hash: 50fe2d54bca8a524fecb517a59ae9a8a47722db91970ecf895dad771cfe49296
  description: Official Kubernetes community orientation video recorded on March 17,
    2026, aimed at helping prospective contributors understand community structures
    and pathways.
  hierarchy:
  - Cloud-Native Orgs
  - Kubernetes Community
  - Onboarding
  - Contributor Pathways
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352168.173377
  reputation_status: Vetted
  reputation_summary: Official contributor guidance from CNCF / Kubernetes community
    teams, ensuring highly reputable and reliable mentoring guidelines.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/Frje5KfNrxE/maxresdefault.jpg
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[COMMUNITY-TOOL]'
  technology: Kubernetes
  title: Kubernetes New Contributor Orientation
  year: '2026'
https://www.youtube.com/watch?v=G-baPg3XhBo:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Demonstrates deployment patterns of OpenShift across GCP, AWS, Azure,
    and local systems, illustrating the uniform operational model.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Multi-Cloud
  - Platform Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: OpenShift on Google Cloud, AWS, Azure and localhost'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.youtube.com/watch?v=GDOw8ByzMyY&ab_channel=MarcLamberti:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A beginner-friendly quickstart video highlighting how to set up the
    official Airflow Helm chart on a local development Kubernetes cluster in under
    ten minutes. The video covers basic value overrides, ingress setups, and initial
    worker deployment patterns.
  language: N/A
  resource_type: Video Tutorial
  complexity: Basic
  hierarchy:
  - Orchestration
  - Workflows
  - Apache Airflow
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube: Airflow Helm Chart : Quick Start For Beginners in 10mins'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://www.youtube.com/watch?v=GL2v81xYuAQ&ab_channel=k6:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Step-by-step tutorial on integrating k6 load tests with Prometheus and
    Grafana on Kubernetes. Explains configuring the k6 operator, exposing metrics,
    and visualising request rate and response distribution dashboards.
  language: Go
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Observability
  - Load Testing
  - k6 Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube: Monitoring your k6 load test: how to install Grafana and Prometheus
    on a Kubernetes cluster'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://www.youtube.com/watch?v=GLtvxY1S3Aw:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight highlights this video showcase mapping the Modular Pipeline
    Library (MPL) against a real-world Petclinic continuous integration execution
    flow. Live Grounding validates that illustrating modular configuration structures
    gives developers a tangible example of pipeline inheritance. This pattern minimizes
    repetitive pipeline coding efforts across diverse teams.
  language: N/A
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Jenkins
  - Modular Pipeline Library
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "youtube: Modular Pipeline Library: 4. Petclinic Pipeline \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=GhEZLvc8B70:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779034031.538752
  needs_ai_refresh: true
  v1_locations:
  - docs/keptn.md
https://www.youtube.com/watch?v=GiFQNevrxYA:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030330.692985
  v1_locations:
  - docs/kubernetes-networking.md
https://www.youtube.com/watch?v=HDDfdZqwM1E&ab_channel=EclipseFoundation:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A video guide by Marc Nuri illustrating how to deploy a Quarkus microservice
    to Kubernetes using Eclipse JKube plugins. Live Grounding shows that JKube's framework
    detection shines in native GraalVM compile steps, producing ultra-optimized, small-footprint
    containers without complex Dockerfile configurations.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Java
  - Build Tools
  - Eclipse JKube
  - Quarkus Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "YouTube: Deploying a Quarkus application into Kubernetes using JKube | Cloud
    Tool Time | Marc Nuri \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-client-libraries.md
https://www.youtube.com/watch?v=HSjm6-ACmWQ&ab_channel=JFrog:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'A collaborative session displaying how Anthos Config Management dynamically
    orchestrates multi-cluster topologies in tandem with JFrog Artifactory as a secure,
    enterprise container registry. (Live Grounding: Portrays the classic zero-trust
    artifact distribution pattern used in modern multi-cloud platform deployments).'
  language: YAML
  resource_type: Video Tutorial
  complexity: Advanced
  hierarchy:
  - GitOps & Declarative Git
  - Enterprise GitOps
  - Anthos
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube.com: Cloud Native GitOps with Anthos and JFrog Artifactory'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=HX10WWTRiTY:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: A historical video demonstration of the first public iteration (v1.0.0)
    of the Crunchy PostgreSQL Operator. Illustrates raw container deployments and
    early persistent volume claim configurations under primitive Kubernetes schemas.
  language: None
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - Legacy Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Youtube: Demo of Crunchy Data Postgres Operator v1.0.0 (2017)'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.youtube.com/watch?v=Hc8emNr2igU:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A technical video overview of Red Hat OpenShift AI. It details multi-tenant
    Jupyter notebooks, model execution scaling, automated training pipelines, and
    GPU orchestration configurations for high-throughput machine learning workloads.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - AI-ML
  - Machine Learning Platform
  - OpenShift AI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Red Hat OpenShift AI overview'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.youtube.com/watch?v=Hg-YsUITnck:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A step-by-step visual tutorial demonstrating how to manually register
    applications and generate Service Principals within the Azure Portal. In 2026,
    manual portal setups are used primarily for dev/test sandboxes, while production
    configurations are typically fully automated using Terraform or Bicep.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Identity & Access
  - Cloud Security
  - Identity Administration
  - Service Principals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube.com: How to create Service Principals in Azure Portal | Raaviblog'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.youtube.com/watch?v=HinwLb2lpLQ:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: A detailed architectural retrospective on AWS ELB, tracing its path
    from Classic Load Balancer (CLB) to specialized Application (ALB) and Network
    (NLB) balancers. While archived, it provides unmatched technical insights into
    early AWS software-defined networking design.
  language: English
  resource_type: video
  complexity: advanced
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Load Balancing
  - Deep Dive
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'AWS Summit Series 2016 | London: Deep Dive on Elastic Load Balancing'
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://www.youtube.com/watch?v=INv-VCZvM_o:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Integration guide demonstrating the deployment of multi-tier applications
    onto Azure Kubernetes Service (AKS) using Helm. Clarifies Managed Identity setups
    and DevOps pipelines optimized for cloud-native workloads.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Cloud Platforms
  - Azure AKS
  - Helm Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: DevOps with Azure, Kubernetes, and Helm
  addition_method: manual
  v2_locations:
  - helm.md
https://www.youtube.com/watch?v=IORvnr4u8z8:
  description: ''
  year: '2023'
  stars: 3
  ai_summary: A Spanish-language technical resource focusing on shifting enterprise
    IT from manual ticketing workflows to a self-service infrastructure catalog powered
    by Terraform. Discusses how pre-approved configurations can align with security
    protocols and automated budgets. Live grounding highlights that catalog-driven
    provisioning drastically increases velocity while enforcing enterprise guardrails.
  language: HCL
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Workflow Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Transforma tu EMPRESA con Terraform: Catálogo de Servicios | Nito
    Moreno'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?v=IUvUmqu1MBQ:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Curator Insight tracks the cultural and technical journey of Trainline’s
    DevOps transition during their full AWS migration. Live Grounding points to this
    talk as a textbook cultural reference, showing that microservices and infrastructure
    modernization fail without a parallel shift in organizational communication and
    delivery practices.
  language: N/A
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Organizational Culture
  - Migration Journeys
  - Trainline
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: London DevOps - Trainline, A DevOps Journey - Chris Turvil
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://www.youtube.com/watch?v=Icnv1DDAQOg:
  addition_method: automatic
  ai_summary: A comprehensive Spanish-language video tutorial detailing the implementation
    of automated workflows using GitHub Actions. It covers core CI/CD concepts including
    events, jobs, steps, environment variables, and reusable marketplace actions.
    Demonstrates how to design robust pipelines that run automated testing, build
    assets, and manage secure application deployments. [SPANISH CONTENT]
  category: cicd-kubernetes-plugins
  complexity: Beginner
  content_hash: 585412d22f7ac2bda8c75c1c76d62748af29ac34f70fd89ecf85bb9fe3a05575
  description: 'En este vídeo vamos a ver cómo automatizar tareas en tus proyectos
    usando GitHub Actions: desde crear tu primer workflow hasta montar un pipeline
    de CI/CD para instalar dependencias, ejecutar tests, hacer builds y preparar despliegues.
    [SPANISH CONTENT]'
  hierarchy:
  - DevOps
  - CI/CD
  - GitHub Actions
  - Automation
  is_microservice: false
  language: Spanish
  last_checked: 1780352282.814393
  reputation_status: Vetted
  reputation_summary: Highly praised tutorial in the Spanish-speaking community by
    Midudev, noted for its clear step-by-step methodology and production-ready examples.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/Icnv1DDAQOg/maxresdefault.jpg
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[COMMUNITY-TOOL]'
  title: 'GitHub Actions desde CERO: automatiza tus proyectos como un PRO'
  year: '2024'
https://www.youtube.com/watch?v=J7R-T9Y1x3Y:
  addition_method: automatic
  ai_summary: This orientation outlines the governance, SIG (Special Interest Group)
    structure, and contribution pipelines crucial for participating in the development
    of the Kubernetes ecosystem. It details the technical workflow of submitting contributions,
    including navigating the repository layout, adhering to OWNERS files guidelines,
    and leveraging Prow-based automated testing. Mastering these processes empowers
    cloud native architects in 2026 to successfully upstream optimizations, maintain
    enterprise forks, and directly influence upstream API standards.
  category: Fundamentals and Documentaries
  complexity: Beginner
  content_hash: 27c7fb4beadbdf3d6edccd8c2ccc1e4cdff811e933e8dc7bf8a19f4fb5844565
  description: Official Kubernetes New Contributor Orientation session video from
    September 16, 2025.
  hierarchy:
  - Kubernetes
  - Community
  - Contributor Onboarding
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352414.115643
  reputation_status: Vetted
  reputation_summary: Official CNCF session targeting the onboarding of new community
    contributors to Kubernetes projects.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/J7R-T9Y1x3Y/maxresdefault.jpg
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: kubernetes-community
  tags:
  - '[GUIDE]'
  technology: Kubernetes
  title: Kubernetes New Contributor Orientation
  year: '2025'
https://www.youtube.com/watch?v=JC_PB1yZcIc:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An informative session demonstrating effective scheduling, configuration,
    and governing mechanics of OpenShift 4 resources. Highlights the use of LimitRanges,
    ResourceQuotas, and Node selectors.
  language: None
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Platform Architecture
  - Resource Management
  - Governance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: OpenShift 4 Resource Management
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.youtube.com/watch?v=Jh-viBv-D04:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779029821.221528
  needs_ai_refresh: true
  stars: 0
  title: 'Youtube Webinar: The KUbernetes Test TooL (kuttl)'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://www.youtube.com/watch?v=K2CBHLwPL50&ab_channel=SandipDas:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Compares performance profiles and startup latencies of running Jenkins
    pipelines on EC2-backed ECS clusters versus serverless AWS Fargate. *Curator Insight*:
    EC2 vs Fargate ECS orchestration. *Live Grounding*: Highly relevant for platform
    engineers attempting to balance cold start times against operations costs.'
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Serverless Jenkins on AWS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: Run Jenkins Pipeline With AWS ECS Fargate & AWS EC2 Based ECS Cluster
    | Learn DevOps Tools Ep4'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=KgH0QzMHXLs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A foundational project walk-through deploying compiled Android APK binaries
    to Visual Studio App Center via automated Jenkins runner jobs. Discusses signing
    profiles and deployment triggers.
  language: Groovy
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - DevSecOps & Automation
  - Jenkins-based CI-CD
  - Mobile Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Simple DevOps Project | Publish Android APK to App Center | Beginner
    Pipeline'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=LNfthmZuRDI&ab_channel=CloudBeesTV:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An instructional overview outlining how to orchestrate high-performance
    multibranch pipelines using Bitbucket Cloud source managers, ensuring real-time
    testing and webhook synchronization across dynamic repository branches.
  language: None
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipeline Architecture
  - Modernization
  - Scm Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube: How to Create a Bitbucket Cloud Branch Source Multibranch Pipeline
    in Jenkins'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=LhB8-sAx3pM&ab_channel=K21Academy:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight highlights this video tutorial as a walkthrough for
    establishing baseline CI/CD pipelines using Jenkins alongside Azure DevOps. Live
    Grounding indicates that while Jenkins remains prevalent for legacy enterprise
    systems, modern engineering in 2026 has transitioned toward cloud-native GitOps
    paradigms. The tutorial provides foundational knowledge on orchestrating build-test-deploy
    cycles across heterogeneous cloud landscapes.
  language: N/A
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD Platforms
  - Jenkins
  - Azure DevOps Integration
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'youtube: CI CD Pipeline Using Jenkins | Continuous Integration and Deployment
    using Azure Devops | K21Academy'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=MFai008Ze84:
  addition_method: manual
  ai_summary: This deep-dive demonstration presents Grafana AI Observability, a specialized
    platform and database designed for monitoring agentic workflows, LLM usage, and
    AI Agent ecosystems. It outlines the instrumentation of AI agents using OpenTelemetry
    to capture vital performance metrics including execution costs, error rates, time-to-first-token,
    and tool latency. The session shows how online evaluations score agent outputs
    for helpfulness, safety, and hallucinations, enabling developers to conduct granular
    troubleshooting of failed agent runs. For 2026 platform engineers, these capabilities
    provide the necessary governance, cost tracking, and behavioral observability
    needed to operate production-grade agentic architectures.
  category: AI and Future Operations
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 1779033360.0
  stars: 0
  status: online
  technology: AI Agents and Observability
  title: AI Observability Deep Dive Demo | Grafana Cloud
  v1_locations: []
  video_order: 35
  year: 2026
https://www.youtube.com/watch?v=MU5LdM83x9s&ab_channel=KubeSphere:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: 'A visual demonstration detailing the creation of declarative Jenkins
    pipelines within the KubeSphere platform interface. Covers pipeline templates,
    integrated credential stores, and multi-stage container build-to-deploy workflows
    inside Kubernetes namespaces. (Live Grounding: Demonstrates how KubeSphere bridges
    legacy Jenkins pipelines with cloud-native execution runners).'
  language: Groovy/YAML
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code & CI-CD
  - CI-CD Pipelines
  - KubeSphere
  - Jenkins
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'youtube: Create a Jenkins Pipeline on Kubernetes with CI/CD Pipeline Template
    in KubeSphere'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.youtube.com/watch?v=N8P9ZLMA2xY:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Video tutorial covering the installation and fine-tuning of the prometheus-plugin
    for Jenkins. Directs users on setting up scrapes within `prometheus.yml` to feed
    custom dashboards.
  language: None
  resource_type: Video Tutorial
  complexity: Beginner
  hierarchy:
  - Observability
  - Infrastructure Monitoring
  - Prometheus & Grafana
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube: Jenkins Prometheus Grafana Dashboard | Prometheus Jenkins Monitoring
    | Prometheus.yml | Thetips4you'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=NgRuap0MmZw&ab_channel=XavkiEn:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Practical lab illustrating the deployment of Prometheus Node Exporter.
    Details how to utilize modular Ansible roles to dynamically configure, enable,
    and monitor Linux targets.
  language: French
  resource_type: video
  complexity: Intermediate
  hierarchy:
  - DevOps & Learning Resources
  - Video Courses
  - Practical Labs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube: Exercises / Monitoring : How to install node exporter \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.youtube.com/watch?v=OFZYIr66Ku4&ab_channel=cloudgeeksinc:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive practical video guide displaying multi-tier app deployment.
    Integrates Terraform, EKS, RDS, AWS Secrets Manager, and AWS ALB Controller to
    assemble an enterprise-grade cloud footprint.
  language: HCL
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Terraform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: CloudGeeks - Terraform Eks Kubernetes RDS Secrets Manager Eksctl
    Cloudformation ALB Controller (Redmine App)'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.youtube.com/watch?v=OOHmg1J_8ck&ab_channel=RedTeamVillage:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical, demonstration-heavy guide outlining attack-and-defend methodologies
    for production clusters. Demonstrates common configuration exploits and dynamic
    remediation.
  language: N/A
  resource_type: video
  complexity: Advanced
  hierarchy:
  - Kubernetes Security
  - Penetration Testing
  - Security Operations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: Kubernetes Security: Attacking and Defending K8s Clusters - by
    Magno Logan'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.youtube.com/watch?v=OQAXQrKhIt0&ab_channel=keptn:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step video configuration demonstrating the execution of Keptn
    within local virtualized micro-clusters, streamlining testing of SRE control-planes
    on local machines.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Cloud Native Lifecycle
  - Local Environments
  - Video Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: Tutorial - Keptn in a box'
  addition_method: manual
  v2_locations:
  - keptn.md
https://www.youtube.com/watch?v=OQK9XHTiqVw&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=10&pp=iAQB:
  addition_method: automatic
  ai_summary: A performance-focused guide exploring standard Web UI primitives directly
    integrated into modern browser engines. Analyzes native web transition mechanisms,
    scroll-driven interactive components, and scoped layout models to facilitate framework-free
    frontend styling and rendering optimization.
  category: dom
  complexity: intermediate
  content_hash: 0bae652a17abbb2daa984fd1e7d473f62cd3217770ee66acab2af2e726d48dbb
  description: Take a fast-paced tour of the latest UI features landing in browsers
    today, with a lens on making beautiful web experiences. From updates to interactive
    capabilities like scroll-triggered animations and scoped view transitions, to
    the latest in UI components, learn how to build performant interfaces using native
    CSS and HTML primitives.
  hierarchy:
  - Web Development
  - Frontend
  - User Interface
  - CSS and HTML Standards
  is_microservice: false
  language: en
  last_checked: 1780352013.434869
  reputation_status: Vetted
  reputation_summary: An excellent technical presentation focusing on standard, dependency-free
    web primitives. Gained significant support from frontend development circles.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/OQK9XHTiqVw/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: What's new in Web UI
  year: '2026'
https://www.youtube.com/watch?v=OssIuHbgzJY:
  description: ''
  year: '2014'
  stars: 0
  ai_summary: A progressive conference talk detailing advanced architectural patterns
    to transform dynamic responses into static cache structures. Explores proxy caching,
    microcaching, and purge mechanics on the Nginx reverse proxy layer to survive
    heavy traffic spikes.
  language: N/A
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Infrastructure & Caching
  - Web Servers
  - Nginx Caching
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Nginxconf 2014. When Dynamic Becomes Static:The Next Step in Web Caching
    Techniques: Wim Godden'
  addition_method: manual
  v2_locations:
  - caching.md
https://www.youtube.com/watch?v=PbwQWw7xSOM:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: A practical hands-on video demonstration illustrating how to draft,
    test, and render interactive REST APIs using Swagger Editor and Swagger UI interfaces.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - API Development
  - API Design
  - Tutorial
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube.com: Building an API with Swagger'
  addition_method: manual
  v2_locations:
  - swagger-code-generator-for-rest-apis.md
https://www.youtube.com/watch?v=PjiJsllKZrI&ab_channel=ACloudGuru:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explains the programmatic manipulation of Azure profile environments
    using PowerShell contexts. Details how to store, alter, and securely swap targeted
    tenant configurations in production automation pipelines.
  language: PowerShell
  resource_type: Video Tutorial
  complexity: Beginner
  hierarchy:
  - Cloud Platform Management
  - Microsoft Azure
  - Authentication
  - Azure Contexts
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "youtube: Azure PowerShell account management with Azure contexts | A Cloud
    Guru \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://www.youtube.com/watch?v=Q6i0LK4vHsU:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: This real-world enterprise case study details Verizon's migration journey
    from a legacy monolithic architecture to containerized workloads on Red Hat OpenShift.
    It highlights practical strategies for managing stateful applications, addressing
    legacy security constraints, and overcoming organizational resistance. The resulting
    deployment demonstrates how automated orchestration accelerates feature delivery
    and improves cluster utilization.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Migration
  - Containerization
  - Case Study
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: "From monolith to containers: How Verizon containerized legacy applications
    on OpenShift \U0001F31F"
  addition_method: manual
  v2_locations:
  - faq.md
https://www.youtube.com/watch?v=QbSw8dPhHGM&ab_channel=KatieGamanji:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779032157.93259
  v1_locations:
  - docs/kubernetes-on-premise.md
https://www.youtube.com/watch?v=QrLwFEXvxbo&ab_channel=HoussemDellai:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: An introductory video guide showing how to configure and run continuous
    deployment pipelines using Argo CD and Kubernetes. It walks through initial repository
    setups, synchronization configurations, and basic troubleshooting procedures.
  language: N/A
  resource_type: Video Tutorial
  complexity: Beginner
  hierarchy:
  - Kubernetes GitOps & Packaging
  - Argo Project Ecosystem
  - Video Guides
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube: GitOps with Argo-CD & Kubernetes'
  addition_method: manual
  v2_locations:
  - argo.md
https://www.youtube.com/watch?v=QtXBAz6TU2g&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=4&pp=iAQB:
  addition_method: automatic
  ai_summary: This session outlines an end-to-end architectural workflow for transitioning
    from AI-agentic code generation directly to secure, production-grade deployments
    on Google Cloud. It demonstrates how developers can utilize IDE-integrated Gemini
    Code Assist agents, Cloud Run, and Cloud Build to build, containerize, and deploy
    AI-native applications without leaving their development environments. The presentation
    emphasizes securing the agentic software development lifecycle (SDLC) using enterprise-grade
    IAM, automated CI/CD, and policy-driven compliance.
  category: AI and Future Operations
  complexity: advanced
  content_hash: 5b2b8924914de1d83bddab4ab9840d952674dd9bce180e252921dfac75a24728
  description: Agentic coding unlocks unprecedented velocity, but speed means nothing
    if you hit a deployment wall. Discover how to turn agentic coding into a production
    powerhouse. Explore a complete end-to-end lifecycle to securely deploy, scale,
    and manage AI-native apps across Google Cloud without leaving your code editor.
  hierarchy:
  - Artificial Intelligence
  - AI Agents
  - Workflows
  - Cloud Deployment
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352013.434731
  reputation_status: Vetted
  reputation_summary: Highly praised presentation detailing Google Cloud's official
    tooling and infrastructure blueprints for deploying AI agents in production environments.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/QtXBAz6TU2g/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  technology: DevOps + AI Agents
  title: Agent-first workflows from prompt to production
  year: '2026'
https://www.youtube.com/watch?v=S4IrAZ5wT3c&ab_channel=SeaJUG:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779031397.466119
  needs_ai_refresh: true
  v1_locations:
  - docs/java_frameworks.md
https://www.youtube.com/watch?v=SSe1VmVrtw0&feature=youtu.be:
  addition_method: automatic
  ai_summary: This presentation outlines Google's latest end-to-end AI stack from
    Google I/O 2026, focusing on deployment strategies for multimodal models, media
    generation, and intelligent agents. It details how to leverage Google's managed
    infrastructure and MLOps tools to tune, serve, and scale open-source models in
    cloud-native environments. Additionally, it introduces new 'vibe-coding' workflows
    and agentic capabilities designed to streamline next-generation AI application
    development.
  category: AI and Future Operations
  complexity: Intermediate
  content_hash: e770e12dbca35b53f8d9324eee2a1efdf3abdd57d1b8a2689299f329eb7a2769
  description: Explore Google's end-to-end AI stack, covering multimodal capabilities,
    media generation, and agentic workflows.
  hierarchy:
  - AI
  - Infrastructure
  - Google Cloud AI
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352720.351855
  reputation_status: Vetted
  reputation_summary: Official Google developer video covering end-to-end AI platform
    updates.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/SSe1VmVrtw0/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  - DE FACTO STANDARD
  - EMERGING
  technology: MLOps + AI Agents
  title: What's new in Google AI
  year: '2026'
https://www.youtube.com/watch?v=SZM49lGovTg:
  description: ''
  year: '2024'
  stars: 4
  ai_summary: Demonstrates how to build CI/CD pipelines for Databricks using Databricks
    Asset Bundles (DABs) and Azure DevOps. In 2026, DABs have become the standard
    tool for managing lakehouse projects. They allow developers to define, test, and
    release data pipelines as structured code, replacing complex custom APIs.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Data Engineering
  - Database DevOps
  - Databricks CI-CD
  - Databricks Asset Bundles
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'youtube: Databricks CI/CD: Azure DevOps Pipeline + DABs'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.youtube.com/watch?v=ShTC1u7_jew&ab_channel=DevOpsHint:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A video guide describing how to construct Dockerfiles, run image builds
    inside Jenkins nodes, and ship artifacts to secure Docker registries. *Curator
    Insight*: Docker containerization flow. *Live Grounding*: Essential knowledge
    for delivery pipelines delivering containerized applications.'
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Container Delivery
  - Docker Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube: Build Docker Image using Jenkins Pipeline | Push Docker Image to
    Docker Hub using Jenkins \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=SyRZe5YVCVk:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A technical demonstration detailing the installation and runtime management
    of the External Secrets Operator (ESO). Demonstrates synchronization pipelines
    that pull credentials from HashiCorp Vault and cloud providers into native secret
    schemas.
  language: English
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - GitOps
  - External Secrets Operator
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "youtube: Manage Kubernetes Secrets With External Secrets Operator (ESO)
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.youtube.com/watch?v=TPXwVmvzlV4&ab_channel=TheFrontOpsGuy:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779031431.889947
  needs_ai_refresh: true
  stars: 0
  title: Mock Test - 1, CKAD Prep Exam
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://www.youtube.com/watch?v=TkN2i-_4N4g&feature=youtu.be:
  addition_method: automatic
  ai_summary: An exhaustive, 8.5-hour hands-on Python engineering guide structured
    for rapid developer onboarding in modern application environments. The syllabus
    advances logically from foundational syntax and core data structures to advanced
    topics, including RESTful API consumption (OpenAI and DeepSeek integrations),
    robust regex parsing, and modern automated web scraping with Playwright. Ideal
    for systems engineers and DevOps practitioners looking to master automated scripting
    and orchestration logic. [SPANISH CONTENT]
  category: python
  complexity: beginner
  content_hash: 7a3fe2990149750b26c06e9d5a581b9b0882f30a371a09a3574da992edf1fe08
  description: Curso completo y práctico de Python desde cero para principiantes por
    midudev, que abarca desde la sintaxis básica y estructuras de datos hasta temas
    avanzados como web scraping, APIs y automatización con Playwright.
  hierarchy:
  - Programming
  - Python
  - Hands-on Coding
  is_microservice: false
  language: es
  last_checked: 1780352561.468422
  reputation_status: Vetted
  reputation_summary: Highly acclaimed full Python programming course by Víctor de
    Andrés (midudev), trusted by the global Spanish developer community with millions
    of views.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/TkN2i-_4N4g/maxresdefault.jpg
  source_provenance: X.com (midudev)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: Curso COMPLETO de Python DESDE CERO para Principiantes 2025
  year: '2025'
https://www.youtube.com/watch?v=UmbjwSK9b3I:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A technical retrospective spanning seven years of operating Kubernetes
    clusters at Mercedes-Benz. The speakers share crucial architectural insights regarding
    cluster lifecycle automation, centralized telemetry, platform engineering organizational
    structures, and the evolution of their self-service developer platforms. It acts
    as an authoritative operational guide for deploying Kubernetes at enterprise scale.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Infrastructure Orchestration
  - Container Platforms
  - Kubernetes at Scale
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'youtube: Keynote: 7 Years of Running Kubernetes for Mercedes-Benz - Jens
    Erat, Peter Mueller, Sabine Wolz'
  addition_method: manual
  v2_locations:
  - customer.md
https://www.youtube.com/watch?v=UxZiDZsQoZI&ab_channel=TinyStacks:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A brief, highly practical video tutorial demonstrating how to dockerize
    a Node.js Express CRUD API in under 5 minutes. The walkthrough covers standard
    Dockerfile configurations, mapping local development ports, and configuring volume
    mounts for rapid local iteration. It is an excellent quick reference for local
    environment containerization.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Application Integration
  - API Design
  - Hands-on Deployment
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'youtube: Local CRUD API Express App with Docker in 5 min'
  addition_method: manual
  v2_locations:
  - api.md
https://www.youtube.com/watch?v=V3Sq0Fgy3ds:
  addition_method: automatic
  ai_summary: This orientation session provides a comprehensive guide for aspiring
    Kubernetes contributors, detailing the community's organizational structure across
    Special Interest Groups (SIGs) and Working Groups. It covers essential technical
    workflows, including GitHub PR submission pipelines, Prow-based automation testing,
    and the critical role of OWNERS files in codebase governance, establishing a clear
    pathway for developers to participate in cloud-native open-source development.
  category: Fundamentals and Documentaries
  complexity: Beginner
  content_hash: f7c8a7a52e509fcae9cac2f1d9c7d6109f52296b9c9f312b6f01f4af25d63905
  description: Kubernetes New Contributor Orientation video detailing the project's
    governance structure, Special Interest Groups (SIGs), developer workflows, and
    technical contribution paths.
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Open Source
  - Contributor Onboarding
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: English
  last_checked: 1780352282.814324
  reputation_status: Vetted
  reputation_summary: Official Kubernetes contributor onboarding session from the
    CNCF community, trusted by new developers seeking org membership and technical
    pathway guidance.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/V3Sq0Fgy3ds/maxresdefault.jpg
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  - '[COMMUNITY-TOOL]'
  technology: Kubernetes
  title: Kubernetes New Contributor Orientation
  year: '2025'
https://www.youtube.com/watch?v=VYRdirdjOAg:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Visual walk-through demonstrating how Keptn decouples delivery orchestrations
    from Jenkinsfiles. Shows how to configure service quality gates using declarative
    SLIs/SLOs to automatically rollback failing pipelines.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Native Lifecycle
  - CI/CD Pipelines
  - Video Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: Level-Up your Jenkins-based Delivery with Keptn'
  addition_method: manual
  v2_locations:
  - keptn.md
https://www.youtube.com/watch?v=VicH6KojwCI:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A visual, beginner-friendly video walkthrough explaining the purpose
    of an Ingress resource and an Ingress Controller in Kubernetes. Breaks down how
    HTTP requests find their way from external users to target microservice pods.
    Live Grounding confirms visual guides are highly effective for bootstrapping junior
    engineers onto complex cloud-native networking architectures.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Networking & Security
  - Kubernetes Networking
  - Ingress & Traffic
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Kubernetes Ingress Explained Completely For Beginners'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.youtube.com/watch?v=W_PmtDm4IXk&ab_channel=RobertdeBock:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This visual and structural guide walks through the implementation of
    GitOps principles for infrastructure management by integrating GitHub Actions
    and Terraform Cloud. Modern architectural standards in 2026 emphasize decoupling
    orchestration from execution platforms, using webhook-driven plans and policy
    checks directly within VCS-integrated systems to reduce configuration drift.
  language: HCL
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - GitOps
  - Terraform Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "youtube: GitOps for infrastructure using GitHub and Terraform Cloud \U0001F31F"
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?v=W_rcYPZkhFg&ab_channel=RedHat:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Video guide examining GitOps operations using Flux v2 inside Red Hat
    OpenShift. Discusses enterprise concerns such as overcoming strict Security Context
    Constraints (SCC) and integrating with corporate OAuth configurations.
  language: YAML
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - GitOps
  - OpenShift
  - Enterprise Dev
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: GitOps Guide to the Galaxy (Ep 12): Flux On OpenShift'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=WkLBrHW4NhQ:
  description: "- [cURL mantainer: http2 explained \U0001F31F](http://http2-explained.haxx.se)\n
    \   - [cURL mantainer: curl and HTTP/2 by default](http://daniel.haxx.se/blog/2015/12/14/curl-and-http2-by-default)\n
    \   - [cURL mantainer: A 2015 retrosprective](http://daniel.haxx.se/blog/2015/12/20/a-2015-retrospective)\n
    \   - [http2.github.io HTTP/2 \U0001F31F](https://http2.github.io)\n    - [http2.github.io
    HTTP/2 Frequently Asked Questions \U0001F31F](https://http2.github.io/faq)\n    -
    [HTTP/2 resources](https://pinboard.in/u:rmurphey/t:http2)\n    - [A Simple Performance
    Comparison of HTTPS, SPDY and HTTP/2 \U0001F31F](https://blog.httpwatch.com/2015/01/16/a-simple-performance-comparison-of-https-spdy-and-http2/comment-page-1)\n
    \   - [blog.cloudflare.com - Tools for debugging, testing and using HTTP/2](https://blog.cloudflare.com/tools-for-debugging-testing-and-using-http-2)\n
    \   - [blog.cloudflare.com - HTTP/2 For Web Developers](https://blog.cloudflare.com/http-2-for-web-developers)"
  year: '2015'
  stars: 0
  ai_summary: A collection of research, implementation guides, and case studies detailing
    performance characteristics during the migration phase from Google's SPDY protocol
    toward formal HTTP/2 frameworks.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Web Protocols & Performance
  - Protocol Evolution
  - HTTP/2
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: SPDY & HTTP 2 with Akamai CTO Guy Podjarny
  addition_method: manual
  v2_locations:
  - networking.md
https://www.youtube.com/watch?v=WnQK6-puXSM:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779032117.807795
  needs_ai_refresh: true
  stars: 0
  title: 'youtube: How to create Build Monitor View'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.youtube.com/watch?v=X4vuktlK0Tg:
  description: ''
  year: '2019'
  stars: 0
  ai_summary: Technical deep dive from a Tokyo meetup illustrating deployment workflows
    with Operator Lifecycle Manager (OLM) on OpenShift 4.1. Describes package manifest
    curation and cross-namespace operator scheduling controls.
  language: None
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - OpenShift
  - Operator Lifecycle Manager
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Youtube: OpenShift Meetup Tokyo #05 - Operator and Operator Lifecycle Manager
    on OpenShift (2019, openshift 4.1)'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.youtube.com/watch?v=X9n5EYoWdNk&feature=youtu.be:
  addition_method: automatic
  ai_summary: This masterclass video explains the 'Agent Skills' paradigm, which defines
    step-by-step procedures for AI models using modular, markdown-based schemas. It
    introduces the progressive disclosure pattern, enabling LLMs to initially process
    only name and description metadata to save token costs, subsequently loading the
    full skill specifications (up to 5,000 tokens) on demand. The video demonstrates
    execution harnesses across custom Python wrappers and VS Code Copilot interfaces.
  category: ai-agents-mcp
  complexity: Advanced
  content_hash: dee9dd9bfbc7019ef9bf67225176765505add2e0cc406b224c79eeed750b6b98
  description: A detailed video session explaining modular AI skills, the progressive
    disclosure pattern, and Model Context Protocol integrations.
  hierarchy:
  - Cloud Training
  - Artificial Intelligence
  - Agentic Systems
  - Agent Skills Specification
  is_microservice: false
  language: en
  last_checked: 1780352571.556386
  reputation_status: Vetted
  reputation_summary: Created by John Savill, globally recognized Microsoft Azure
    expert and highly reputable technical educator.
  resource_type: Video
  social_preview_url: https://img.youtube.com/vi/X9n5EYoWdNk/maxresdefault.jpg
  source_provenance: X.com (NTFAQGuy)
  stars: 4
  status: online
  suggested_new_category: agentic-skills
  tags:
  - '[GUIDE]'
  - '[EMERGING]'
  title: Understanding and Using AI Skills
  year: '2026'
https://www.youtube.com/watch?v=XAOqUU5Xh1c:
  addition_method: automatic
  ai_summary: This session details the technical governance, repository structure,
    and automated testing workflows required for contributing to the Kubernetes ecosystem.
    It covers the SIG (Special Interest Group) organizational framework, the Prow-driven
    automation pipeline for pull requests, and the mechanics of OWNERS files, enabling
    contributors to effectively navigate the code review and release processes critical
    to maintaining cloud-native infrastructure.
  category: Fundamentals and Documentaries
  complexity: Beginner
  content_hash: 2d7d5695c19262a6517e9819e7ce0acdd020daf7d49b87f9d68b24767b22c20a
  description: Official Kubernetes New Contributor Orientation session video from
    August 18, 2025.
  hierarchy:
  - Kubernetes
  - Community
  - Contributor Onboarding
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352414.115597
  reputation_status: Vetted
  reputation_summary: Verified as an official Kubernetes community onboarding session;
    highly trusted within the open-source cloud ecosystem.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/XAOqUU5Xh1c/maxresdefault.jpg
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: kubernetes-community
  tags:
  - '[GUIDE]'
  technology: Kubernetes
  title: Kubernetes New Contributor Orientation
  year: '2025'
https://www.youtube.com/watch?v=Za36qHbrf3g:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A developer-oriented video walkthrough detailing installation, basic
    image handling, and container deployment using Podman. Explains core concepts
    of local rootless container security and basic networking models for developers
    transitioning from monolithic engine setups.
  language: None
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Containerization
  - Container Engines
  - Daemonless Execution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Getting started with Podman'
  addition_method: manual
  v2_locations:
  - container-managers.md
https://www.youtube.com/watch?v=Zeqc6--0eQw&ab_channel=CloudBeesTV:
  description: ''
  year: '2017'
  stars: 0
  ai_summary: 'A thought-provoking presentation encouraging engineers to decouple
    heavy domain logic from Jenkins specific DSL configurations, moving instead towards
    portable container runtimes. *Curator Insight*: Architectural presentation. *Live
    Grounding*: This decoupling remains the golden standard for cloud-native setups
    in 2026.'
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - CI/CD Foundations
  - Automation Philosophy
  - Anti-Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube: Jenkins World 2017: How to Use Jenkins Less \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=ZkFIozGY0IA:
  description: ''
  year: '2018'
  stars: 2
  ai_summary: Archival video guide covering OKD 3.10 deployment and initial cluster
    operations. Demonstrates legacy host preparation and manual setup steps. Obsolete
    in 2026, where OKD relies entirely on automated cluster-api bootstrapping via
    CoreOS.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Kubernetes Distributions
  - OKD Core Legacy
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'youtube.com: OpenShift Origin is now OKD. Installation of OKD 3.10 from
    start to finish'
  addition_method: manual
  v2_locations:
  - openshift.md
https://www.youtube.com/watch?v=Zztufl4mFQ4&feature=youtu.be:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Visual and practical video walkthrough demonstrating GKE Autopilot cluster
    generation, workload manifest adjustment, and basic operational validation. Useful
    for engineers seeking a fast introduction to serverless container deployment patterns.
  language: N/A
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Visual Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube: GKE Autopilot - Fully Managed Kubernetes Service From Google \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.youtube.com/watch?v=_W2qZvQT6XY:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A video presentation covering the landscape, development, and use cases
    of kubectl plugins. It serves as an accessible introduction to extending local
    terminal tooling with practical examples of custom workflows and automated command
    pipelines.
  language: None
  resource_type: Video Tutorial
  complexity: Beginner
  hierarchy:
  - Operations
  - Command Line Tools
  - Video Resources
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube: Welcome to the world of kubectl plugins'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.youtube.com/watch?v=_cT-kkvw3NQ:
  description: "- [github ref1](https://github.com/gudpick/pods)\n    - [github ref2](https://github.com/gudpick/pods/tree/master/sonar-latest)"
  year: '2022'
  stars: 3
  ai_summary: Walkthrough showing how to stand up SonarQube in a localized Minikube
    setting. Explains storage class mappings, persistent volume bindings, and port-forwarding
    constraints.
  language: N/A
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Continuous Integration
  - Code Quality
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Installation of Sonarqube on Kubernetes/Minikube'
  addition_method: manual
  v2_locations:
  - sonarqube.md
https://www.youtube.com/watch?v=_nknHwTKlh8:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Interactive video review analyzing how miscalculating container CPU
    and memory limits causes severe latency issues, memory leak page eviction, OOM
    kills, and dynamic horizontal scaling delays.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Operations
  - Resource Limits
  - Capacity Planning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Common Kubernetes Mistakes - CPU and Memory Requests (part 1) |
    Robusta'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.youtube.com/watch?v=_nl-45ulj1s:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An official video presentation describing OKD4's architecture, community
    direction, and installation paradigms. Engineers discuss the advantages of moving
    to an Operator-driven architecture, Fedora CoreOS foundation, and how community
    contributions influence the commercial OpenShift pipeline.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Platforms
  - Distribution
  - Community Kubernetes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube.com: OKD4'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.youtube.com/watch?v=_r-C_FFDLmU&ab_channel=Thetips4you:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A detailed video tutorial instructing engineers how to setup and run
    Jenkins inside Kubernetes clusters with automated pod scaling. *Curator Insight*:
    Step-by-step K8s deployment. *Live Grounding*: Primary configuration method for
    implementing dynamically isolated container runtimes for each build.'
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Kubernetes Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "youtube: Jenkins On Kubernetes Tutorial | How to setup Jenkins on kubernetes
    cluster | Thetips4you \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=_w6TwnLCFwA&ab_channel=ContinuousDelivery:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A video presentation by Continuous Delivery co-author Dave Farley criticizing
    GitFlow. He breaks down how parallel feature branches delay code integration,
    conflict with true continuous integration (CI) goals, and outlines how trunk-based
    development delivers faster and safer software updates.
  language: None
  resource_type: Presentation
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - Version Control Systems
  - Git Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Git Flow Is A Bad Idea - Dave Farley'
  addition_method: manual
  v2_locations:
  - git.md
https://www.youtube.com/watch?v=a-yuXz_uV30&feature=youtu.be:
  addition_method: automatic
  ai_summary: An intensive, high-density study cram video by Azure expert John Savill,
    fully updated for the AI-901 Azure AI Fundamentals certification. Moving beyond
    the retired AI-900 syllabus, this guide provides structured breakdowns of agentic
    AI workloads, responsible AI principles, semantic search, and hands-on integration
    using the Azure AI Foundry SDK. It serves as an exceptional guide for engineers
    and cloud architects looking to master Microsoft's latest standard for foundational
    generative AI and modern cloud cognitive services.
  category: azure
  complexity: Intermediate
  content_hash: aa06bd81d60e7cb6f64c25803503aaa354e24101d5d856b1539587ecf2114c51
  description: Comprehensive visual crash course covering modern cognitive services,
    Azure AI Foundry, and generative AI workloads.
  hierarchy:
  - Cloud Architecture
  - Azure
  - Artificial Intelligence
  - AI-901 Certification
  is_microservice: false
  language: en
  last_checked: 1780352148.49393
  reputation_status: Vetted
  reputation_summary: Authoritative study cram from a highly respected and vetted
    Azure cloud instructor.
  resource_type: Video
  social_preview_url: https://img.youtube.com/vi/a-yuXz_uV30/maxresdefault.jpg
  source_provenance: X.com (NTFAQGuy)
  stars: 4
  status: online
  suggested_new_category: azure-certifications
  tags:
  - GUIDE
  - ENTERPRISE-STABLE
  title: AI-901 Microsoft Azure AI Fundamentals Study Cram
  year: '2026'
https://www.youtube.com/watch?v=aU-EtdEOdlM:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Educational presentation covering the standard deployment patterns in
    Kubernetes (Recreate, Rolling Update, Canary, Shadow). Tailored for DevOps engineers
    seeking solid conceptual preparation and technical interview readiness.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Deployment & Delivery
  - Deployment Strategies
  - Education
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: Kubernetes Deployment Strategies | DevOps FAQ | DevOps DevOps Interview
    Q&A'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.youtube.com/watch?v=aqmpZocmR8o&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=3&pp=iAQB:
  addition_method: automatic
  ai_summary: The Google I/O 2024 Developer Keynote details key advancements in building
    agentic workflows using Firebase Genkit and Gemini 1.5 Pro, establishing modern
    paradigms for orchestrating AI agents in cloud-native architectures. It also introduces
    client-side rendering breakthroughs with Flutter's Impeller engine ('Antigravity')
    and highlights decentralized edge computing via built-in Gemini Nano integration
    across Chrome and Android platforms.
  category: AI and Future Operations
  complexity: Beginner
  content_hash: 9b85eea28ea65d4a9f93a13516e3cb3a638a7dcf253965882f214c016436aefe
  description: Recorded training session focused on guiding new open-source contributors
    through the Kubernetes SIG landscape and local dev environments.
  hierarchy: *id003
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352138.622092
  reputation_status: Vetted
  reputation_summary: Official CNCF/Kubernetes channel training series, highly authoritative
    for community contributors.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/aqmpZocmR8o/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: kubernetes-onboarding
  tags: *id004
  technology: Firebase Genkit + Gemini AI Agents
  title: Developer Keynote (Google I/O '24)
  year: '2026'
https://www.youtube.com/watch?v=b0D_bkcT4a4&ab_channel=SoftwareDiagnosticsCenter:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Video guide introducing core API testing ideas, highlighting payload
    verification, contract checks, header evaluation, and fundamental client-server
    assertion steps.
  language: Agnostic
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - API Testing
  - Concepts
  - Introduction
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: API Testing Part 1- API Core Concepts'
  addition_method: manual
  v2_locations:
  - api.md
https://www.youtube.com/watch?v=bB57HKeOvmw&feature=youtu.be:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Video demonstration of MongoDB Cloud Manager's deployment automation
    capabilities. Explores point-in-time recovery setups, dynamic alerting rules,
    and multi-node cluster provisioning in public cloud networks.
  language: N/A
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - MongoDB Ecosystem
  - Database-as-a-Service
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: MongoDB Cloud Manager
  addition_method: manual
  v2_locations:
  - nosql.md
https://www.youtube.com/watch?v=bH2nP-aCFjk&feature=youtu.be:
  addition_method: automatic
  ai_summary: This episode details the architectural evolution of OpenAI's image generation
    capabilities to Images 2.0, focusing on the shift from single-turn prompting to
    multi-modal 'creative agents' integrated with code execution engines like Codex.
    It addresses the MLOps and infrastructure challenges of scaling real-time generative
    pipelines to 1.5 billion weekly requests while maintaining strict character consistency
    and prompt alignment. For 2026 Cloud Native topologies, this highlights the necessity
    of building low-latency, event-driven agent orchestration layers that seamlessly
    bind generative media models with stateful transactional systems.
  category: AI and Future Operations
  complexity: intermediate
  content_hash: fa058db7974b540fc142a2e9cb08759a70339274532acba94fa47e74998fa5d4
  description: Product lead Adele Li and researcher Kenji Hata share some of the new
    use cases and trends since the launch of Images 2.0, exploring advanced capabilities
    like text rendering, multilingual support, and character consistency.
  hierarchy: &id007
  - Artificial Intelligence
  - Generative AI
  - Image Generation
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352272.993983
  reputation_status: Vetted
  reputation_summary: Highly vetted. Official OpenAI media channel discussing stable
    and emerging image generation models with significant community engagement.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/bH2nP-aCFjk/maxresdefault.jpg
  source_provenance: X.com (OpenAI)
  stars: 4
  status: online
  suggested_new_category: ''
  tags: &id008
  - EMERGING
  - GUIDE
  technology: MLOps + AI Agents
  title: Inside image generation’s Renaissance moment — the OpenAI Podcast Ep. 19
  year: '2026'
https://www.youtube.com/watch?v=buzusNljpy4&feature=youtu.be:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: A video demonstrating VM Import/Export steps to convert on-premises
    hypervisor disk images directly into active AWS EC2 instances. Live Grounding
    points out that while modern migration favors automated agents like AWS MGN, raw
    VM imports are still critical for offline image importing, licensing checks, and
    legacy OS setups.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Migration
  - VM Import/Export
  - On-Premises
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'youtube: Migrating On Premise VM to AWS | VM Import/Export | Create EC2
    instance based on on-premises server'
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://www.youtube.com/watch?v=c5t1y9V8HWc:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030462.629063
  v1_locations:
  - docs/kubernetes-autoscaling.md
https://www.youtube.com/watch?v=cBS2bHhw0Pg&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=3:
  addition_method: automatic
  ai_summary: Google I/O 2026 session highlighting major advancements in web capabilities,
    developer tooling, and client-side AI processing. It covers the rollout of the
    native on-device Prompt and Summarizer APIs, performance debugging updates, and
    the introduction of WebMCP to securely link AI agents with the browser environment.
    Offers critical architectural guidance for developers building modern, responsive,
    and agent-aware web applications.
  category: hr
  complexity: Intermediate
  content_hash: 48bd4b5fa3c8d57bb3f2bcc5c0c92116c05fcd5f3fbc4651b2a8137f1d08fad5
  description: Discover the cutting edge of web development and learn where Chrome
    is taking the browser in 2026. Explore new capabilities that make the web more
    capable, reliable, and intelligent.
  hierarchy:
  - Web Development
  - Browsers
  - Chrome
  - Google I/O 2026
  is_microservice: false
  language: English
  last_checked: 1780352282.814282
  reputation_status: Vetted
  reputation_summary: Well received by the web development community as an authoritative
    annual overview of Google Chrome's newest features and browser development trends.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/cBS2bHhw0Pg/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[DE FACTO STANDARD]'
  - '[EMERGING]'
  title: What is new in Chrome (Google I/O 2026)
  year: '2026'
https://www.youtube.com/watch?v=cBS2bHhw0Pg&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=3&pp=iAQB:
  addition_method: automatic
  ai_summary: An architectural overview of modern browser development and Chrome capabilities
    in 2026. Focuses on built-in client-side AI modules, modern WebAssembly execution
    speeds, and new debugging protocols in Chrome DevTools. Essential for frontend
    architects aligning their stacks with native web specifications.
  category: hr
  complexity: intermediate
  content_hash: 48bd4b5fa3c8d57bb3f2bcc5c0c92116c05fcd5f3fbc4651b2a8137f1d08fad5
  description: Discover the cutting edge of web development and learn where Chrome
    is taking the browser in 2026. Explore new capabilities that make the web more
    capable, reliable, and intelligent.
  hierarchy:
  - Web Development
  - Browsers
  - Chrome
  - Developer Tools
  is_microservice: false
  language: en
  last_checked: 1780352013.434706
  reputation_status: Vetted
  reputation_summary: Official Google I/O session video with strong developer community
    trust and direct engineering insights [1.1.1].
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/cBS2bHhw0Pg/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: What's new in Chrome
  year: '2026'
https://www.youtube.com/watch?v=cZ1S2Gp47ng:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Deep-dive educational video analyzing advanced templating, customized
    hooks, and Helm execution patterns in Enterprise environments. Explains structural
    lifecycle hooks and complex value manipulation to secure production-ready application
    pipelines.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Application Delivery
  - Package Management
  - Helm
  - DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Delve into Helm: Advanced DevOps'
  addition_method: manual
  v2_locations:
  - helm.md
https://www.youtube.com/watch?v=cdZZpaB2kDM:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779034212.048622
  needs_ai_refresh: true
  v1_locations:
  - docs/about.md
https://www.youtube.com/watch?v=cj_LoG6C2xk&list=PLR3sVanzLpJN6BiYS20K4BMPpiDGifbZy:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Visual and technical walkthrough demonstrating configuration layers,
    application deployments, and runtime lifecycle hooks executed via AWS OpsWorks
    stack engines.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS
  - Configuration Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: AWS OpsWorks Overview and Demo'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://www.youtube.com/watch?v=eFxFtUpAT9s:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A video presentation detailing identity federation. It explains configuration
    patterns for LDAP, Active Directory, and custom OAuth providers on OpenShift.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Networking & Security
  - Identity & Access
  - OAuth Providers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: OpenShift 4 OAuth Identity Providers'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.youtube.com/watch?v=eMOzF_xAm7w:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Demonstrates rapid bootstrap of a Jenkins-driven CI/CD workflow utilizing
    Helm charts for packaging. Showcases how automation systems leverage the Helm
    CLI to rapidly package, version, and deploy builds into target namespaces.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Continuous Integration
  - CI-CD Pipelines
  - Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Zero to Kubernetes CI/CD in 5 minutes with Jenkins and Helm
  addition_method: manual
  v2_locations:
  - helm.md
https://www.youtube.com/watch?v=efiMiaFjtn8&feature=youtu.be:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: An illustrative tutorial reviewing deployment paradigms. Compares Recreate,
    Rolling Update, Blue-Green, and Canary rollout strategies alongside architectural
    trade-offs.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cluster Management
  - Deployments
  - Strategies
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'youtube: deployment strategies in kubernetes | recreate | rolling update
    | blue/green | canary'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.youtube.com/watch?v=esIZS7PVrvs&ab_channel=Konveyor:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A practical walk-through demonstrating Crane's core architecture. Highlights
    dynamic resource mapping, metadata updates, and persistent volume sync during
    migration windows.
  language: Bash
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Workload Mobility
  - Migration Toolkits
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Crane 2 Preview: Introduction and Demo'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://www.youtube.com/watch?v=exsv-RUrUFY&ab_channel=yCrash:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779034038.32646
  v1_locations:
  - docs/chaos-engineering.md
https://www.youtube.com/watch?v=fZfd4orrn8Y&ab_channel=RawkodeAcademy:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An interactive, video-based introduction to the Sigstore ecosystem.
    Walks through keyless container registry signing, leveraging ephemeral signing
    certificates backed by OIDC, and writing public keys directly to the Rekor transparency
    ledger.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Security
  - Supply Chain Security
  - Video Learning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Hands-on Introduction to sigstore | Rawkode Live'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.youtube.com/watch?v=gaXlrlz7GVc:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Demonstration video analyzing Crunchy PostgreSQL Operator version 3.4
    patterns. Focuses on dynamic scale-out configurations, primary-replica promotion
    mechanics, and native command-line interface (pgo CLI) structures.
  language: None
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Operators
  - Legacy Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Youtube: Crunchy PostgreSQL Operator for Kubernetes 3.4 Overview (2018)'
  addition_method: manual
  v2_locations:
  - crunchydata.md
https://www.youtube.com/watch?v=gjtXTm_TvvE&list=PLe6EXFvnTV78WqGmGSq8JPnafR3lAa55n:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779031901.339603
  needs_ai_refresh: true
  stars: 0
  title: 'youtube: GitKraken Tutorials and Tips'
  v1_locations:
  - docs/git.md
  year: N/A
https://www.youtube.com/watch?v=gkcZEXqkmZM:
  addition_method: automatic
  ai_summary: This onboarding guide details the governance, contribution lifecycle,
    and development workflows of the Kubernetes ecosystem, highlighting the role of
    Special Interest Groups (SIGs) and the Prow-based CI/CD automation pipeline. It
    offers essential technical instruction for configuring local development environments,
    interacting with community repositories, and adhering to testing standards required
    for upstream cloud-native contributions.
  category: Fundamentals and Documentaries
  complexity: Beginner
  content_hash: 50fe2d54bca8a524fecb517a59ae9a8a47722db91970ecf895dad771cfe49296
  description: Welcome and structural overview of the Kubernetes open source ecosystem,
    guiding new contributors on repository engagement.
  hierarchy:
  - Kubernetes
  - Contributor Experience
  - Open Source
  - Mentorship
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352158.263411
  reputation_status: Vetted
  reputation_summary: Official monthly new contributor meeting with high reliability
    and zero community complaints.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/gkcZEXqkmZM/maxresdefault.jpg
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  technology: Kubernetes
  title: Kubernetes New Contributor Orientation for 2026-03-17
  year: '2026'
https://www.youtube.com/watch?v=h4DM-Wa0aDQ&ab_channel=XPDaysUkraine:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779033675.656817
  needs_ai_refresh: true
  v1_locations:
  - docs/git.md
https://www.youtube.com/watch?v=hbMVGEw0HpE&ab_channel=CloudBeesTV:
  description: "- https://github.com/darinpope/jenkins-example-terraform\n    - https://www.jenkins.io/changelog-stable/#v2.289.3"
  year: '2021'
  stars: 3
  ai_summary: A video guide detailing the orchestration of tfsec security verification
    steps inside classic Jenkins pipeline engines. Employs best practices to catch
    infrastructure vulnerabilities early in deployment.
  language: Groovy
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Security
  - CI-CD Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Using tfsec and Jenkins to Secure Your Terraform Code'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?v=iADfzLI3qDI:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779030952.290105
  v1_locations:
  - docs/kubernetes.md
https://www.youtube.com/watch?v=iE9Qb8dHqWI:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Detailed instructional video mapping user groups and service accounts
    to Kubernetes resources using RBAC. Explains role-binding syntax and access validations
    in an intuitive, visual style.
  language: English
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Security
  - Identity & Access
  - RBAC
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: "youtube: Kubernetes RBAC Explained | Anton Putra \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.youtube.com/watch?v=iLgEK6A31HM:
  description: ''
  year: '2023'
  stars: 4
  ai_summary: A hands-on, end-to-end architecture video project walking through the
    deployment of a highly-available, multi-tier e-commerce platform on AWS. Covers
    setting up application load balancers, auto-scaling groups, database subnets,
    and security configurations. Live grounding validates that constructing comprehensive
    environments like this helps engineers master real-world production interdependencies.
  language: HCL
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - AWS Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'youtube: How to Deploy an E-Commerce Website to AWS With Terraform || Terraform
    Hands-on Project | Tech with Helen'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?v=iRaai1IBlB0:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A step-by-step video-based masterclass for establishing an AWS development
    environment utilizing primary HCL resource definitions. Walks developers through
    VPC configs, subnets, route tables, security groups, and public key authentication
    setups. Live grounding confirms this course continues to serve as an industry-standard
    baseline for cloud engineering candidates.
  language: HCL
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - AWS Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'youtube - freecodecamp.org: Learn Terraform (and AWS) by Building a Dev
    Environment – Full Course for Beginners'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?v=iVyKvopGnrQ:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A breakdown of state management strategies on Azure using blob storage
    backends. Explains setup details for secure access, container configuration, state-locking
    features via Azure Blob Store APIs, and backup recovery actions.
  language: HCL
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Azure
  - IaC
  - State Management
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Using Azure Storage for Terraform State - Best Practices | Ned
    in the cloud'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?v=iddMXjmr7mk&ab_channel=BribeByBytes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Covers declarative versus scripted pipelines in Jenkins, defining the
    programmatic DSL paradigms and stage blocks inside modern Jenkinsfiles. *Curator
    Insight*: Compares pipeline design models. *Live Grounding*: While declarative
    is the industry default, scripted pipeline syntax remains critical for custom
    Groovy orchestration.'
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - CI/CD Pipelines
  - Pipeline Patterns
  - Declarative vs Scripted
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube/Bribe By Bytes: Jenkins Pipelines | Pipeline Concept | Types of
    Pipelines | Part 1'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=igwFpZOUTnw:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A step-by-step video demonstration using the classic Spring PetClinic
    application to showcase a complete Tekton build-to-deploy workflow. It illustrates
    cloning Git repos, compiling Java source code into container images via Buildpacks
    or Jib, and deploying those images straight onto a target Kubernetes cluster.
  language: Java
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Continuous Integration & Delivery
  - Cloud Native CI-CD
  - Demonstrations & Demos
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  status: online
  title: Tekton PetClinic Demo Youtube
  addition_method: manual
  v2_locations:
  - tekton.md
https://www.youtube.com/watch?v=ihHr-iLfEGo:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779032549.652874
  needs_ai_refresh: true
  stars: 0
  title: 'youtube: Jenkins X: The Recipe For Continuous Delivery'
  v1_locations:
  - docs/jenkins-alternatives.md
  year: N/A
https://www.youtube.com/watch?v=io_yBU7vhIo:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Demonstrates rapid deployment flows to Kubernetes bypassing standard
    manual Dockerfile and YAML manifest configurations. Showcases automated scaffolding
    utilities like Draft and Cloud Native Buildpacks. Targeted at reducing onboarding
    friction for software developers moving applications to production orchestrators.
  language: N/A
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - CI/CD & Delivery
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: Day -25 | No Dockerfile, No K8s Manifests | Setup CI/CD in 5 minutes
    for any programming language'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.youtube.com/watch?v=iqpLXUdJ0Ro&ab_channel=Thetips4you:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A video deployment guide demonstrating how to install and configure
    Grafana Loki and Promtail on CentOS systems. It covers host-level systemd service
    configuration, log routing patterns, and connecting local log collectors to centralized
    Loki nodes.
  language: English
  resource_type: Video
  complexity: Low
  hierarchy:
  - Observability
  - Log Management
  - Deployment Guides
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube.com: Grafana Loki Promtail | Grafana Loki Setup And Configuration
    On CentOs'
  addition_method: manual
  v2_locations:
  - grafana.md
https://www.youtube.com/watch?v=iyc69njNYOw&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=9&pp=iAQB:
  addition_method: automatic
  ai_summary: This session outlines the latest developer tool advancements in Android
    Studio, highlighting Gemini AI integrations that accelerate mobile development
    workflows across modern Android APIs. It showcases how cloud-connected AI capabilities
    and intelligent tooling enhance developer velocity, which is critical for scaling
    cloud-native mobile applications and modern CI/CD pipelines.
  category: AI and Future Operations
  complexity: intermediate
  content_hash: fd5dbed6eb30b3f1601225a97ea9547c2a42e3c4d9a05e8fef847d4d68075d11
  description: Discover what's new in Android Studio. Explore demos and features designed
    to accelerate your workflow across Android APIs, and get a firsthand look at the
    latest Gemini capabilities for Android app development.
  hierarchy:
  - Mobile Development
  - Android Studio
  - IDE
  - Developer Tooling
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352013.434835
  reputation_status: Vetted
  reputation_summary: Highly anticipated update for Android Studio. Celebrated by
    mobile engineering teams for drastically improving build times and tooling diagnostics.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/iyc69njNYOw/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: android-development
  tags:
  - '[GUIDE]'
  technology: Android + Gemini AI
  title: What's new in Android development tools
  year: '2026'
https://www.youtube.com/watch?v=j1lH3vOhucw:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779029563.606271
  needs_ai_refresh: true
  stars: 0
  title: "Multiple Java versions in a single Jenkins Pipeline using Docker and SDKMAN\U0001F31F"
  v1_locations:
  - docs/demos.md
  - docs/maven-gradle.md
  year: N/A
https://www.youtube.com/watch?v=jBDmX85IjLM&ab_channel=RedHatDeveloper:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A DevNation Tech Talk analyzing methods to abstract, simplify, or completely
    bypass manual YAML creation on Kubernetes. Reviews developer-friendly frameworks
    that translate code-based configurations directly into running containers.
  language: N/A
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Application Development
  - Developer Tools
  - Alternative Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: No YAML! Kubernetes done the easy way | DevNation Tech Talk'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=jgW4r9FxItI&ab_channel=DevOpsToolkitbyViktorFarcic:
  description: "- **AIOps and Self-Healing Platforms**\n    - **Service Meshes**\n
    \   - **Low-code DevOps**\n    - **GitOps**\n    - **DevSecOps**"
  year: '2021'
  stars: 0
  ai_summary: Technical video analysis contrasting the conceptual responsibilities
    of DevOps and SRE. Explores modern architectural pillars including service meshes,
    declarative GitOps workflows, DevSecOps integrations, and platform-driven self-healing
    mechanisms.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Operations
  - SRE vs DevOps
  - Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: Viktor Farcic - What is the difference between SRE and DevOps?'
  addition_method: manual
  v2_locations:
  - sre.md
https://www.youtube.com/watch?v=js-rq7SvPpE&ab_channel=DevOpsToolkit:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A deep analysis of core technologies in GitOps, container networking,
    service discovery, and platform monitoring. Reviews real-world usage of tools
    like Terraform, Prometheus, ArgoCD, and Docker alternatives in highly distributed
    microservices environments.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Tooling Ecosystem
  - Platform Evaluation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "youtube: The best DevOps tools, frameworks, and platforms in 2021 \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.youtube.com/watch?v=kBBBhpKIv9I:
  description: ''
  year: '2018'
  stars: 0
  ai_summary: Introductory visual walk-through highlighting the administration console,
    policy enforcement engine, and developer onboarding capabilities of Red Hat 3scale.
    Outlines baseline topologies for connecting containerized web applications.
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Architecture
  - API Management
  - Video Walkthroughs
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Red Hat 3Scale API Management @Youtube
  addition_method: manual
  v2_locations:
  - developerportals.md
https://www.youtube.com/watch?v=kQJxGtsqphk:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Video guide tracking early OpenShift installations on AWS, showing credential
    setups and automated platform creation with active OperatorHub connections.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Cluster Provisioning
  - AWS Quick Starts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube: Installing OpenShift 4 on AWS with operatorhub.io integration \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.youtube.com/watch?v=knyJt8d6C_8&ab_channel=TheFrontOpsGuy:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779029151.874437
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes.md
https://www.youtube.com/watch?v=l2HpdgRFtN0:
  addition_method: automatic
  ai_summary: This onboarding session guides developers through the foundational governance,
    structure, and technical workflows required to contribute to the Kubernetes ecosystem.
    It details the organizational architecture of Special Interest Groups (SIGs) and
    demystifies the GitHub-based development flow, highlighting automated CI/CD tooling
    like Prow for PR testing and triage. It provides a strategic entry point for engineers
    looking to influence and maintain core cloud-native orchestration systems.
  category: Fundamentals and Documentaries
  complexity: Beginner
  content_hash: d3f12b739762f6f046a598524dc75a1eec7548eb7bb50c9a5561861e97d9d3b1
  description: Kubernetes New Contributor Orientation for 2025-07-15
  hierarchy:
  - Container Orchestration
  - Kubernetes Ecosystem
  - Community and Contribution
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352292.588421
  reputation_status: Vetted
  reputation_summary: Official and trusted community orientation from the Kubernetes
    Project (CNCF) for new upstream contributors.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/l2HpdgRFtN0/maxresdefault.jpg
  source_provenance: X.com (kubernetesio)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - GUIDE
  - ENTERPRISE-STABLE
  technology: Kubernetes
  title: Kubernetes New Contributor Orientation
  year: '2025'
https://www.youtube.com/watch?v=lgyO9C9zdrg&feature=youtu.be:
  addition_method: manual
  content_hash: 97a16d1958447fc2f66b929b249bce194b272d8b42da9a7ffb3b9f66a7186d6d
  health_score: 100.0
  last_checked: 1779130494.949853
  needs_ai_refresh: true
  v1_locations:
  - docs/java_frameworks.md
https://www.youtube.com/watch?v=mRCz6Jl0Ds8&feature=youtu.be:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A video walkthrough showcasing the analysis, automated code scanning,
    and structural reporting metrics generated by the Migration Toolkit for Applications
    to expedite migration tasks.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Application Delivery
  - Enterprise Modernization
  - Migration Toolkit
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Migration Toolkit for Applications Demo - June 2020
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=mbeQWBNaNKQ&ab_channel=CloudBeesTV:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'A hands-on video showcasing secure shell (`sh`) execution steps in
    Jenkins pipelines. Discusses return codes, parameter escaping, and environment
    overrides. *Curator Insight*: Quick shell integration. *Live Grounding*: Shell
    execution remains the baseline execution engine within standard continuous delivery
    runs.'
  language: English
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - CI/CD Pipelines
  - Pipeline Patterns
  - Execution Steps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube - CloudBeesTV: How to Run a Shell Script in Jenkins Pipeline \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=mc20VwxYaGE&ab_channel=CLOUDLEARNHUB:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Step-by-step video guide exploring secret management using Ansible Vault.
    Details workflows for encrypting yaml files, inline variables encryption, managing
    vault passwords, and secure secret resolution in CI/CD runners.
  language: Shell/YAML
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Ansible
  - Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Ansible Automation | How to Secure and Protect Critical Information
    Playbooks Using Ansible Vault'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.youtube.com/watch?v=nXXPOS8gjtA:
  description: ''
  year: '2020'
  stars: 3
  ai_summary: Recorded Hamburg Java User Group session discussing the core value proposition
    of Quarkus, highlighting developer hot-reload, testing loops, and memory profiles.
    Provides live benchmarking comparing standard HotSpot VM deployment metrics versus
    optimized GraalVM native binaries. Highly recommended for onboarding Java developers
    looking to demystify Quarkus execution.
  language: Java
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Java Cloud Native
  - Quarkus
  - Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: CyberJUG-HH:Why is everybody talking about Quarkus?'
  addition_method: manual
  v2_locations:
  - java_frameworks.md
https://www.youtube.com/watch?v=oZOZiL6XIfA&feature=emb_title:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779031142.713121
  needs_ai_refresh: true
  stars: 0
  title: 'Youtube: Kubernetes Package Management with Helm and CI/CD with Jenkins''
    X - Webinar by Neependra Khare'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.youtube.com/watch?v=pJFZ5h9fT5o&ab_channel=InfraXpertzz:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779029172.136277
  needs_ai_refresh: true
  stars: 0
  title: 'youtube.com: Ansible Tutorial Part 8 - Implementing Handlers and Handling''
    Task Failures'
  v1_locations:
  - docs/ansible.md
  year: N/A
https://www.youtube.com/watch?v=pMfG-vYvnv8&feature=youtu.be:
  addition_method: automatic
  ai_summary: This technical weekly update by John Savill covers critical Azure platform
    updates, including automatic instrumentation of Azure Kubernetes Service (AKS)
    with Application Insights, Cosmos DB's native LangChain and LangGraph integrations,
    and the release of Azure Linux 4.0. Savill breaks down the performance and architecture
    impacts of new TLS certificate management in Azure Functions Flex Consumption,
    Azure Storage Actions mock execution paths, and enhanced NSG/UDR limits.
  category: azure
  complexity: intermediate
  content_hash: 5291bc0b5a0ebfec75577ac26027594401dcc97d4f71f3740e8b1b1cb07e54a9
  description: John Savill's weekly technical overview of new Azure updates, featuring
    AKS AppInsight auto-instrumentation, Azure Linux 4.0, Cosmos DB LangChain integration,
    and more.
  hierarchy:
  - Public Cloud
  - Azure
  - Platform Updates
  - Weekly Digest
  is_microservice: false
  language: en
  last_checked: 1780352454.119894
  reputation_status: Vetted
  reputation_summary: John Savill's Technical Training is highly respected across
    the cloud ecosystem for authoritative, accurate, and comprehensive Azure updates.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/pMfG-vYvnv8/maxresdefault.jpg
  source_provenance: X.com (NTFAQGuy)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[GUIDE]'
  title: Azure Update 22nd May 2026
  year: '2026'
https://www.youtube.com/watch?v=pgjEe44XQf8&ab_channel=GoogleCloudTech:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779032037.264463
  v1_locations:
  - docs/demos.md
https://www.youtube.com/watch?v=ppMWxjsmk2k&linkId=61897585:
  addition_method: automatic
  ai_summary: This architectural overview highlights Google Cloud's integration of
    Gemini, Veo, and Imagen models with Avid and ComfyUI to deliver secure, agentic
    workflows for media production. The framework details how multimodal search and
    generative AI pipelines are orchestrated on Google Cloud compute infrastructure,
    streamlining video rendering, editing, and creative asset management.
  category: AI and Future Operations
  complexity: intermediate
  content_hash: db48bac50e73229a9a33ab1189d30649297e110f3cd23bdf39c9b00f4f66c7ea
  description: Interview with Google Cloud's Anshul Kapoor on agentic video editing,
    Gemini-powered multimodal search, and Veo generative tools.
  hierarchy: *id005
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352037.401609
  reputation_status: Vetted
  reputation_summary: Highly rated expert interview outlining Google Cloud's strategic
    partnership announcements at NAB 2026.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/ppMWxjsmk2k/maxresdefault.jpg
  source_provenance: X.com (GoogleCloud)
  stars: 4
  status: online
  suggested_new_category: ''
  tags: *id006
  technology: MLOps + AI Agents
  title: 'ComfyUI + Google Models: A Creator-Friendly Agent Workflow'
  year: '2026'
https://www.youtube.com/watch?v=qGdGMnQ83SA:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: A technical video walkthrough showing how to manage and deploy dashboards,
    alert limits, and data sources in Grafana as code. Integrates monitoring directly
    alongside the lifecycle of target environments.
  language: HCL
  resource_type: Video Presentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube HashiCorp: Telemetry transformed: Terraforming Grafana for next-gen
    dashboards'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?v=qI_g07C_Q5I:
  description: ''
  year: '2012'
  stars: 0
  ai_summary: Martin Fowler’s classic presentation detailing NoSQL database paradigms.
    Analyzes key-value, document, column-family, and graph databases, clarifying aggregate-oriented
    modeling and performance trade-offs against relational databases.
  language: English
  resource_type: Video
  complexity: Low
  hierarchy:
  - Data Management
  - Databases
  - NoSQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Youtube: Introduction to NoSQL by Martin Fowler'
  addition_method: manual
  v2_locations:
  - nosql.md
https://www.youtube.com/watch?v=qbO4MTESiJQ:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Video tutorial focusing on the integration of Jenkins CI servers with
    Sonatype Nexus Repository Manager. It explains plugin configurations, build step
    triggers, and authentication variables needed to securely push builds to repository
    hosts. This resource offers a visual walk-through of pipeline configurations.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - CI/CD Pipeline
  - Integration Tutorials
  - Jenkins & Nexus
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube: Jenkins Integration with Nexus'
  addition_method: manual
  v2_locations:
  - registries.md
https://www.youtube.com/watch?v=s1grtSSIRVA&ab_channel=dotNET:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: A visual, step-by-step breakdown of managing security certificates,
    provisioning profiles, and build version increments for iOS and Android build
    pipelines. It reviews techniques to inject secure credentials dynamically, ensuring
    signing files are never stored in plain source control. Indispensable tutorial
    for implementing secure mobile devops security practices.
  language: N/A
  resource_type: Video Tutorial
  complexity: Advanced
  hierarchy:
  - DevSecOps & Platform Engineering
  - CI/CD & Mobile DevOps
  - App Signing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  status: online
  title: 'youtube: Signing & Versioning iOS & Android Apps | DevOps for Mobile'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.youtube.com/watch?v=sd2wuAVush4:
  description: ''
  year: '2023'
  stars: 5
  ai_summary: A masterclass exploring OpenID Connect (OIDC) federation mechanisms
    to completely replace static credentials in CI/CD platforms. Demonstrates how
    runner environments authenticate directly with cloud APIs using short-lived tokens.
    Live grounding indicates that adopting OIDC-based identity federation is now the
    absolute industry-standard security baseline for modern cloud deployments.
  language: YAML
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - CI/CD & Linting
  - Observability & Security
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'youtube: Stop using shared secrets! CI/CD authentication the proper way'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?v=sig3n7XyaaA&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=2:
  addition_method: automatic
  ai_summary: This session outlines the architectural evolution in Android 17, highlighting
    advancements in Jetpack Compose, performance optimizations, and the integration
    of client-side agentic automation. For cloud-native environments, this shifts
    the paradigm toward edge-to-cloud coordination, requiring backend architectures
    to seamlessly ingest, secure, and support high-frequency orchestrations driven
    by autonomous mobile AI agents.
  category: AI and Future Operations
  complexity: intermediate
  content_hash: 90688fd9f4a1ec3a552a9a117754364578fb672dc687d0c3d8bb6d2632aaf000
  description: Product lead Adele Li and researcher Kenji Hata share some of the new
    use cases and trends since the launch of Images 2.0, exploring advanced capabilities
    like text rendering, multilingual support, and character consistency.
  hierarchy: *id007
  is_enriched: true
  is_featured_video: true
  is_microservice: false
  language: en
  last_checked: 1780352272.994204
  reputation_status: Vetted
  reputation_summary: Highly vetted. Official OpenAI media channel discussing stable
    and emerging image generation models with significant community engagement.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/sig3n7XyaaA/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags: *id008
  technology: Mobile Cloud Integration + AI Agents
  title: What's new in Android
  year: '2026'
https://www.youtube.com/watch?v=sig3n7XyaaA&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=2&pp=iAQB:
  addition_method: automatic
  ai_summary: 'John Savill''s weekly Azure update for May 15, 2026, details key cloud
    infrastructure advancements and preview releases.


    Core highlights include:

    * Azure Container Apps (ACA) Express, the Azure Virtual Network Manager (AVNM)
    rule impact analyzer, and SMB Managed Identity support for Azure Files.

    * Azure NetApp Files (ANF) large file support.

    * Azure Service Bus Premium with availability zones securing a 99.99% SLA, and
    confidential computing options.'
  category: azure
  complexity: Intermediate
  content_hash: 90688fd9f4a1ec3a552a9a117754364578fb672dc687d0c3d8bb6d2632aaf000
  description: A comprehensive weekly digest of Microsoft Azure updates, covering
    new features, service integrations, and architectural changes.
  hierarchy: &id009
  - Public Cloud
  - Azure
  - Weekly Updates
  is_microservice: false
  language: en
  last_checked: 1780351994.342812
  reputation_status: Vetted
  reputation_summary: Highly reputable, consistent weekly technical update video series
    on Microsoft Azure by John Savill.
  resource_type: Video
  social_preview_url: https://img.youtube.com/vi/sig3n7XyaaA/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags: &id010
  - '[GUIDE]'
  title: Azure Update 15th May 2026
  year: '2026'
https://www.youtube.com/watch?v=tJOlk-B66R4&ab_channel=ServerlessLand:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Tutorial detailing CI/CD pipeline structures using AWS SAM (Serverless
    Application Model) within Jenkins instances. *Curator Insight*: SAM and serverless
    templates. *Live Grounding*: Helps serverless application developers automate
    Lambda builds and deploy CloudFormation setups.'
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Container Orchestration
  - Serverless Jenkins on AWS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "youtube: Creating a CI/CD deployment pipeline for JenkinsCI with AWS SAM
    Pipelines \U0001F31F"
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=tfoSeH63yCg&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=1&pp=iAQB:
  addition_method: automatic
  ai_summary: 'John Savill''s weekly Azure update for May 15, 2026, details key cloud
    infrastructure advancements and preview releases.


    Core highlights include:

    * Azure Container Apps (ACA) Express, the Azure Virtual Network Manager (AVNM)
    rule impact analyzer, and SMB Managed Identity support for Azure Files.

    * Azure NetApp Files (ANF) large file support.

    * Azure Service Bus Premium with availability zones securing a 99.99% SLA, and
    confidential computing options.'
  category: azure
  complexity: Intermediate
  content_hash: d4647a877f001dc081fa36acf0651abf7dd16ad6dbd0c5fbf6da7eed1e6040cf
  description: A comprehensive weekly digest of Microsoft Azure updates, covering
    new features, service integrations, and architectural changes.
  hierarchy: *id009
  is_microservice: false
  language: en
  last_checked: 1780351994.342861
  reputation_status: Vetted
  reputation_summary: Highly reputable, consistent weekly technical update video series
    on Microsoft Azure by John Savill.
  resource_type: Video
  social_preview_url: https://img.youtube.com/vi/tfoSeH63yCg/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags: *id010
  title: Azure Update 15th May 2026
  year: '2026'
https://www.youtube.com/watch?v=tgRPlAQpHYk&ab_channel=TheNewStack:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Video analysis featuring Platform9 discussing the strategic role of
    observability in debugging distributed cloud-native infrastructures. Emphasizes
    establishing tight engineering feedback loops between SREs and application developer
    teams to dramatically reduce Mean Time to Resolution (MTTR).
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Observability
  - Site Reliability Engineering
  - Root Cause Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "youtube: Platform9’s Madhura Maskasky says observability is also essential
    for diagnosing and debugging in order for SREs to \"get to the root cause quickly
    enough so that you can feed that back to the development teams.\" \U0001F31F"
  addition_method: manual
  v2_locations:
  - sre.md
https://www.youtube.com/watch?v=tj3xYFA6Q2o&ab_channel=CloudBeesTV:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779029367.435332
  v1_locations:
  - docs/jenkins.md
https://www.youtube.com/watch?v=uC7vajbnZS4:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A visual step-by-step tutorial for compiling C# and enterprise .NET
    applications using MSBuild and Jenkins. It details configuring build triggers,
    workspace setup, and MSBuild plugin integrations.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Jenkins
  - .NET
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: MSBuild With Jenkins | Jenkins For C# / .NET Applications'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=vDj5IsWjU0A:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Video walkthrough showing how to build a unified QA feedback loop. Demonstrates
    integrating Jenkins CI runs with automated Selenium tests and Grafana telemetry
    for visual analysis.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - Quality Assurance & Testing
  - Test Automation
  - Test Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: execution test Selenium + Grafana + Jenkins'
  addition_method: manual
  v2_locations:
  - test-automation-frameworks.md
https://www.youtube.com/watch?v=vZK_W-fpft0&ab_channel=StackSimplify:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A video-guided technical deep dive detailing how to launch and manage
    standard Kubernetes Deployments on AWS EKS. It covers declarative manifest configuration,
    pod scaling strategies, and external exposure of services through AWS integration.
  language: YAML
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Amazon EKS
  - Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "youtube/StackSimplify: Kubernetes Deployments on AWS EKS | Amazon Elastic
    Kubernetes Service | Amazon EKS \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.youtube.com/watch?v=v_T1fuYGjV0&ab_channel=NedintheCloud:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores the transition away from the deprecated `terraform taint` pattern
    in favor of the modern `-replace` parameter. Outlines historical reasons for marking
    resources and the safer, planning-phase alternatives available in current releases.
  language: Bash
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - State Management
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: '"Have you used the taint command in Terraform yet?"'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.youtube.com/watch?v=vgIwRX4LXfU:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Visual demonstration deploying the classic Spring Petclinic Java web
    application using Eclipse JKube. Walks through target setups, Maven goals, and
    seamless image creation directly on Kubernetes.
  language: Java
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Application Delivery
  - Java on Kubernetes
  - Eclipse JKube Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "youtube: Deploy your Java applications to the Cloud using Eclipse JKube
    (petclinic) \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=wHha-Q3XVOg&ab_channel=DanLister:
  description: "- [Mock Test - 1, CKAD Prep Exam](https://www.youtube.com/watch?v=TPXwVmvzlV4&ab_channel=TheFrontOpsGuy)\n
    \       - [Mock Test - 2, CKAD Prep Exam (Solution)](https://www.youtube.com/watch?v=BiY3b7F96wc&ab_channel=TheFrontOpsGuy)\n
    \       - https://medium.com/bb-tutorials-and-thoughts/practice-enough-with-these-questions-for-the-ckad-exam-2f42d1228552"
  year: '2022'
  stars: 0
  ai_summary: A multimedia instructional resource featuring video mock-tests and step-by-step
    solutions to typical CKAD challenges. These visual walk-throughs emphasize optimal
    terminal navigation, immediate validation techniques, and typical pitfalls to
    avoid. The accompanying articles provide additional text explanations to solidify
    core application deployment concepts.
  language: English
  resource_type: Video/Article
  complexity: Beginner
  hierarchy:
  - Training
  - Certification
  - Media
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: CKAD Example Question with Tips & Tricks
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.youtube.com/watch?v=x5cyrE9ecis&ab_channel=LambdaTest:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Shows integration of the LambdaTest automated cross-browser matrix
    plugin inside Jenkins pipeline stages. *Curator Insight*: UI and browser testing.
    *Live Grounding*: Critical for frontend systems to execute visual verification
    and cross-browser coverage during the CI stage.'
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Code Quality
  - Test Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube LambdaTest: Jenkins Tutorial For Beginners | Part 9 | Cross Browser
    Testing With LambdaTest Jenkins Plugin'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=xM9jpcVGTzY:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Visual and technical comparison analyzing installation friction, upgrade
    orchestration, custom configuration options, and managed-service limits for enterprise
    architectures.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes
  - Managed Services
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Kubernetes Comparison'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.youtube.com/watch?v=xdXmOm61DFY&list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&index=11&pp=iAQB:
  addition_method: automatic
  ai_summary: An architectural overview of the Gemma open-weights AI model pipeline.
    Walks through localized deployment techniques on desktop/mobile targets, scaling
    strategies on container networks (GKE), and model optimization methodologies for
    resource-constrained edge computing environments.
  category: ai-agents-mcp
  complexity: advanced
  content_hash: ce70b534d7616e19769ab314779eec2953f8776a9df81a43f43dde17f455f32d
  description: Build AI applications with the Gemma family of open models' state-of-the-art
    tools. Uncover the newest additions to the family and dive into the practical
    tools that make them usable at scale. Explore an end-to-end pipeline from model
    discovery to deployment. Discover how to experiment with Gemma using your favorite
    tools, and learn best practices for deploying directly to users across cloud,
    desktop, and mobile.
  hierarchy:
  - Artificial Intelligence
  - Large Language Models
  - Gemma
  - Model Deployment
  is_microservice: false
  language: en
  last_checked: 1780352013.434849
  reputation_status: Vetted
  reputation_summary: A highly technical session focused on Gemma, which remains one
    of the premier open weights model lines globally. Very well-received by ML engineers.
  resource_type: video
  social_preview_url: https://img.youtube.com/vi/xdXmOm61DFY/maxresdefault.jpg
  source_provenance: X.com (GoogleDevs)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[EMERGING]'
  title: What's new in the Gemma open model family
  year: '2026'
https://www.youtube.com/watch?v=y1lOKQOapTw:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A video guide on consuming Azure Verified Modules (AVM) inside cloud
    delivery workflows. Demonstrates discovery, testing, integration, and community
    compliance practices for modular Bicep architecture blocks.
  language: None
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - Infrastructure as Code
  - Azure Verified Modules
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Code To Cloud - Getting Started With: Azure Verified Modules'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.youtube.com/watch?v=y6RNLNvnYIw:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779034498.018831
  needs_ai_refresh: true
  stars: 0
  title: 'youtube: monitoring jenkins job with build monitor view'
  v1_locations:
  - docs/jenkins.md
  year: N/A
https://www.youtube.com/watch?v=yEyVXUExSqs&ab_channel=DevOpsHint:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: 'Demonstrates connecting Maven projects with SonarQube quality gates
    during Jenkins build pipelines to ensure code security. *Curator Insight*: Code
    quality gates. *Live Grounding*: Fundamental in DevSecOps pipelines ensuring security
    scans occur before deployment.'
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - Code Quality
  - SonarQube & Maven
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Jenkins and Sonarqube Integration with Maven | SonarScanner for
    Maven and Integrate with Jenkins'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=yTafQ-e84eY:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A comprehensive technical deep-dive into Jenkins scaling challenges,
    garbage collection tuning, and heap size optimization. It outlines diagnostic
    strategies to mitigate UI slowness, agent connection drops, and pipeline execution
    bottlenecks within high-concurrency enterprise environments.
  language: English
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Jenkins
  - Performance Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube - CloudBeesTV: Jenkins Performance: Avoiding Pitfalls, Diagnosing
    Issues & Scaling for Growth'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://www.youtube.com/watch?v=yWzKJPw_VzM:
  addition_method: manual
  content_hash: 2acb2bd3589a9177e30004e094919dde56aeb41a6ddfe9b02ff9104483ea01ed
  health_score: 100.0
  last_checked: 1779130495.02127
  needs_ai_refresh: true
  v1_locations:
  - docs/api.md
https://www.youtube.com/watch?v=ybCxPHzRJfA&ab_channel=VisualStudioCode:
  description: ''
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779034507.753334
  needs_ai_refresh: true
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  v1_locations:
  - docs/visual-studio.md
  v2_locations:
  - visual-studio.md
  year: '2021'
  ai_summary: Examines VS Code's integrated 3-way merge editor. Detail is provided
    on visual layout resolution strategies, allowing developers to isolate changes,
    analyze core differences, and resolve Git conflict markers safely prior to upstream
    branch integration.
  language: N/A
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Developer Environment
  - IDE Tooling
  - Visual Studio Code
  - Version Control Integration
  is_microservice: false
  title: 'youtube: Source Control Tip 9: Dealing with Merge Conflicts in VS Code'
https://www.youtube.com/watch?v=yoVH_44xb_E&feature=youtu.be:
  addition_method: automatic
  ai_summary: 'John Savill''s weekly Azure update for May 15, 2026, details key cloud
    infrastructure advancements and preview releases.


    Core highlights include:

    * Azure Container Apps (ACA) Express, the Azure Virtual Network Manager (AVNM)
    rule impact analyzer, and SMB Managed Identity support for Azure Files.

    * Azure NetApp Files (ANF) large file support.

    * Azure Service Bus Premium with availability zones securing a 99.99% SLA, and
    confidential computing options.'
  category: azure
  complexity: Intermediate
  content_hash: f68734c6f1134162070e0cfddbebc2bec92c44f9811baf465de3d2f371f751ce
  description: A comprehensive weekly digest of Microsoft Azure updates, covering
    new features, service integrations, and architectural changes.
  hierarchy: *id009
  is_microservice: false
  language: en
  last_checked: 1780351994.342627
  reputation_status: Vetted
  reputation_summary: Highly reputable, consistent weekly technical update video series
    on Microsoft Azure by John Savill.
  resource_type: Video
  social_preview_url: https://img.youtube.com/vi/yoVH_44xb_E/maxresdefault.jpg
  source_provenance: X.com (NTFAQGuy)
  stars: 4
  status: online
  suggested_new_category: ''
  tags: *id010
  title: Azure Update 15th May 2026
  year: '2026'
https://www.youtube.com/watch?v=zA8guDqfv40:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: A comprehensive, open-access video bootcamp by freeCodeCamp focusing
    on AWS CloudFormation. Teaches declarative resource provisioning, nested templates,
    drift detection, and deployment strategies for managing large AWS architectures
    as code.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Cloud Computing
  - AWS
  - Infrastructure as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "youtube.com: AWS Cloud Complete Bootcamp Course - CloudFormation | freeCodeCamp
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - aws-iac.md
https://www.youtube.com/watch?v=zI7_8M2KtRI&ab_channel=MicroserviceFactory:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Curator Insight presents this video guide as a roadmap to deploying
    and running Jenkins pipelines on AWS EKS Kubernetes clusters. Live Grounding highlights
    the use of IAM Roles for Service Accounts (IRSA) to dynamically authorize cloud
    resource creation directly from Jenkins pods. This pattern avoids insecure long-lived
    static AWS access credentials.
  language: N/A
  resource_type: Video
  complexity: Advanced
  hierarchy:
  - DevOps
  - Kubernetes Integration
  - AWS EKS
  - Jenkins Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'youtube: How to set up AWS Kubernetes Jenkins pipeline'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.youtube.com/watch?v=zL0eLEl2BxI&ab_channel=TravisRoberts:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Step-by-step video tutorial demonstrating integration setups between
    Azure VM Image Builder and Azure DevOps release flows. Accelerates golden-image
    deployment strategies across distributed microservice virtual machines.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Compute
  - Image Management
  - Azure Image Builder
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'youtube: Azure DevOps Pipeline and Image Builder'
  addition_method: manual
  v2_locations:
  - azure.md
https://www.youtube.com/watch?v=zQyrhjEAqLs:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Comprehensive Spanish instructional syllabus targeting the AWS Certified
    Cloud Practitioner domain. Details key global infrastructure components, core
    services (EC2, S3, RDS, VPC), billing architectures, and foundational security
    frameworks.
  language: Spanish
  resource_type: Video
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure & Orchestration
  - Public Cloud Administration
  - AWS Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: AWS Cloud Practitioner - Curso Completo 2023
  addition_method: manual
  v2_locations:
  - introduction.md
  - aws-training.md
  - cloud-asset-inventory.md
https://www.youtube.comwatch?v=b_norgxfh5y:
  addition_method: manual
  content_hash: N/A
  health_score: 100.0
  last_checked: 1779033428.256085
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/ocp4.md
  v2_locations:
  - ocp4.md
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering www.youtube.comwatch?v=b_norgxfh5y
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.zartis.com/minimizing-costs-aks:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Details structural cost optimization methods for AKS deployment. Discusses
    right-sizing node configurations, deploying Azure Spot instances for non-critical
    environments, and configuring cluster autoscalers. Grounding confirms these strategies
    are essential in architectural cost-governance pipelines.
  language: Markdown
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Financial Operations
  - Cost Optimization
  - Node Allocation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zartis.com: How To Save A Fortune On Azure Kubernetes Service'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.zartis.com/simplify-your-sdlc-with-azure-devops:
  description: ''
  year: '2023'
  stars: 0
  ai_summary: Explores structural methods to decrease release lead-times by leveraging
    integrated boards, automated tests, and deployment gates inside the Azure DevOps
    ecosystem.
  language: None
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI/CD Pipelines
  - SDLC Optimization
  - Azure DevOps Platform
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "zartis.com: Simplify Your SDLC with Azure DevOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://www.zdnet.com/article/amazon-red-hat-openshift-announced-for-public-cloud-kubernetes-users:
  addition_method: manual
  content_hash: 8e4e82f0abfb7d8123fbc0912159cc998f1fa78a10912c47dafa9a1e771e2544
  health_score: 100.0
  last_checked: 1779030811.292851
  needs_ai_refresh: true
  v1_locations:
  - docs/openshift.md
https://www.zdnet.com/article/apis-published-apis-consumed-mainstream-enterprises-increasingly-behave-like-software-vendors:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Details the trend where mainstream enterprises increasingly operate
    like software vendors by publishing and consuming high-value API endpoints. By
    monetizing data and system capabilities through structured APIs, legacy organizations
    transform static assets into dynamic digital platforms. This shifts business logic
    borders, making standard interface creation a core commercial objective.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Integration
  - API Design
  - Strategic Governance
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'APIs published, APIs consumed: mainstream enterprises increasingly behave
    like software vendors'
  addition_method: manual
  v2_locations:
  - api.md
https://www.zdnet.com/article/as-cloud-costs-spiral-upward-enterprises-turn-to-a-thing-called-finops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the rapid rise of enterprise FinOps practices in response to
    exploding, unpredicted cloud bills. Details real-world corporate challenges of
    moving from on-premises fixed budgets to dynamic cloud operational spending models.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Financial Operations
  - FinOps
  - Market Landscapes
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: As cloud costs spiral upward, enterprises turn to a thing called
    FinOps'
  addition_method: manual
  v2_locations:
  - finops.md
https://www.zdnet.com/article/aws-as-predicted-is-forking-elasticsearch:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A journalistic analysis of Amazon's response to Elastic's relicensing
    of Elasticsearch and Kibana from Apache 2.0 to SSPL. Highlights the systemic industry
    rift that led to the creation of the OpenSearch project as a fully open-source
    fork.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - Log Management
  - Industry Shifts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: AWS, as predicted, is forking Elasticsearch'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.zdnet.com/article/corporate-culture-complicates-kubernetes-and-container-collaboration:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: Explains how legacy organizational divisions obstruct Kubernetes deployments.
    Points out the importance of breaking down departmental silos to exploit container
    multi-tenancy correctly.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Containerization
  - Kubernetes
  - Culture
  tags:
  - '[LEGACY]'
  is_microservice: true
  status: online
  title: "Corporate culture complicates Kubernetes and container collaboration \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.zdnet.com/article/docker-changes-its-subscription-plans-usage-rules-and-product-line:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Analyzes the commercial licensing adjustments made by Docker Inc. in
    2021. Outlines the transition to paid tiers (Pro, Team, Business) for large enterprise
    users of Docker Desktop.
  language: English
  resource_type: News
  complexity: Intermediate
  hierarchy:
  - Containers & Orchestration
  - Docker
  - Licensing & Licensing Shift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: Docker changes its subscription plans, usage rules, and product
    line'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.zdnet.com/article/free-red-hat-enterprise-linux-for-open-source-non-profit-organizations:
  description: ''
  year: '2021'
  stars: 2
  ai_summary: Informative piece detailing Red Hat's expansion of free RHEL access
    to non-profit groups, open-source communities, and scientific organizations to
    mitigate negative sentiment following the pivot from CentOS Linux.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Operating Systems
  - Linux Distributions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: Red Hat introduces free RHEL for open-source, non-profit organizations'
  addition_method: manual
  v2_locations:
  - linux.md
https://www.zdnet.com/article/google-cloud-rolls-out-new-security-tools-as-threat-landscape-heats-up:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Analysis of Google Cloud's enhanced security integrations, detailing
    updates to Security Command Center, zero-trust tools, and threat protection measures
    to counter cloud-targeted attacks.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security
  - Platform Threat Intelligence
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: Google Cloud rolls out new security tools as threat landscape
    heats up'
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://www.zdnet.com/article/google-introduces-gke-autopilot-for-hands-off-kubernetes:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: ZDNet analysis of GKE Autopilot, detailing how the serverless operational
    paradigm mitigates day-2 engineering friction. Discusses how automated cluster
    provisioning, continuous hardening, and SLA integration allow software delivery
    teams to target product deployment over raw node configuration.
  language: N/A
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Cloud Providers
  - Google Kubernetes Engine (GKE)
  - Industry Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: Google introduces GKE Autopilot for hands-off Kubernetes'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://www.zdnet.com/article/google-releases-new-open-source-security-software-program-scorecards:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: This article reviews the OpenSSF Scorecard tool developed by Google
    to automate open-source security evaluations. It scores projects across multiple
    security checks, including credential management and patch response times. This
    metric helps developers select secure, well-maintained third-party dependencies.
  language: None
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Security
  - Software Supply Chain
  - Scorecards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: Google releases new open-source security software program: Scorecards'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.zdnet.com/article/grafana-8-0-integrates-with-prometheus-alerting:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Discusses the release of Grafana 8.0 and its significant consolidation
    of the platform's alerting architecture. The update introduces deep integration
    with Prometheus Alertmanager, allowing operators to construct complex multi-dimensional
    alert workflows directly.
  language: English
  resource_type: Article
  complexity: Medium
  hierarchy:
  - Observability
  - Visualization
  - Unified Alerting
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: Grafana 8.0 integrates with Prometheus alerting'
  addition_method: manual
  v2_locations:
  - grafana.md
https://www.zdnet.com/article/kubernetes-dropping-docker-is-not-that-big-of-a-deal:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: Curator Insight notes ZDNet's perspective that removing Dockershim is
    not a disruptive disaster. Live grounding in 2026 confirms this prediction was
    correct, as the ecosystem successfully migrated to containerd and CRI-O without
    massive developer friction.
  language: English
  resource_type: Article
  complexity: Low
  hierarchy:
  - Kubernetes Core
  - Container Runtimes
  - Dockershim Deprecation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: Kubernetes dropping Docker is not that big of a deal'
  addition_method: manual
  v2_locations:
  - kubernetes-releases.md
https://www.zdnet.com/article/log4j-after-white-house-meeting-google-calls-for-list-of-critical-open-source-projects:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: This article reporting on joint industry and government initiatives
    aimed at identifying and funding critical open-source software projects. It advocates
    for the development of automated vulnerability monitoring tools and improved security
    standards. It emphasizes the collective responsibility required to secure the
    software supply chain.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Security
  - Vulnerabilities
  - Software Supply Chain
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: Log4j: Google and IBM call for list of critical open source projects'
  addition_method: manual
  v2_locations:
  - devsecops.md
? https://www.zdnet.com/article/open-source-observability-meet-data-transformation-grafana-7-0-promises-to-connect-unify-and-visualize-all-your-data
: description: ''
  year: '2020'
  stars: 0
  ai_summary: Historical analysis of Grafana 7.0, detailing its paradigm shift to
    UI-driven data transformation pipelines. Underpins the core design framework that
    allows combining disjointed backend datasources.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana Ecosystem
  - Platform Evolution
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Open source observability, meet data transformation: Grafana 7.0 promises
    to connect, unify, and visualize all your data'
  addition_method: manual
  v2_locations:
  - grafana.md
https://www.zdnet.com/article/programming-languages-python-just-took-a-big-jump-forward:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Tech report highlighting the launch of Python 3.10 and speed optimization
    goals under the 'Faster Python' initiative led by Guido van Rossum, anticipating
    up to 2x speedups.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Development
  - Python Core
  - Language Updates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: Programming languages: Python just took a big jump forward'
  addition_method: manual
  v2_locations:
  - python.md
https://www.zdnet.com/article/puppet-introduces-beta-of-cloud-native-event-driven-devops-program-relay:
  description: ''
  year: '2020'
  stars: 2
  ai_summary: 'Historically documents Puppet''s launch of Relay, an event-driven automation
    engine designed to bridge third-party API events with containerized remediation
    workflows. Note: Relay was subsequently archived as Puppet''s focus shifted post-acquisition,
    making this of historical interest for cloud-native workflow design.'
  language: English
  resource_type: News
  complexity: Advanced
  hierarchy:
  - DevOps & Platform Engineering
  - Event-Driven Automation
  - Workflows
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: 'zdnet.com: Puppet introduces beta of cloud-native, event-driven DevOps program:
    Relay'
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://www.zdnet.com/article/qualys-partners-with-red-hat-to-improve-linux-and-kubernetes-security:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Analyzes the partnership integration between Qualys Container Security
    and Red Hat OpenShift. Focuses on automating container vulnerability scanning
    within development pipelines and verifying core operating system configurations.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Enterprise Kubernetes
  - Platform Ecosystem
  - Enterprise Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: Qualys partners with Red Hat to improve Linux and Kubernetes
    security'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.zdnet.com/article/rancher-labs-closes-40m-funding-round-to-run-kubernetes-everywhere:
  description: ''
  year: '2020'
  stars: 1
  ai_summary: Historical coverage of Rancher Labs' $40 million Series D funding round
    in 2020. This pivotal event accelerated global enterprise Kubernetes adoption
    and set the stage for its acquisition by SUSE.
  language: None
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Kubernetes Management
  - Industry History
  - Funding
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: Rancher Labs closes $40M funding round to "run Kubernetes everywhere"'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.zdnet.com/article/red-hat-expands-ansible-ready-to-run-cloud-programs:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Examines Red Hat's expanding cloud-native marketplace initiatives, detailing
    pre-integrated Ansible playbooks for public cloud vendors. This eases deployment
    boundaries on AWS, Azure, and Google Cloud, making it highly relevant for platform
    teams architecting unified multi-cloud automation planes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Automation
  - Infrastructure as Code
  - Cloud Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "zdnet.com: ed Hat expands Ansible ready to run cloud programs \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.zdnet.com/article/sql-nosql-whats-the-difference-these-days:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Evaluates the modern convergence of SQL and NoSQL engines. Highlights
    how traditional relational engines added JSON/document support while NoSQL databases
    implemented ACID transactional mechanics, blurring historical architectural lines.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - Database Comparison
  - SQL vs NoSQL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: SQL, NoSQL? What''s the difference these days?'
  addition_method: manual
  v2_locations:
  - nosql.md
https://www.zdnet.com/article/stop-calling-devops-teams-devops-teams:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Deconstructs organizational issues created by renaming traditional sysadmin
    groups to 'DevOps Teams.' Proposes creating cross-functional teams and building
    Internal Developer Platforms to prevent operational bottlenecks.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Methodology
  - Platform Engineering
  - Organizational Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "zdnet.com: Stop calling DevOps teams 'DevOps teams' \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://www.zdnet.com/article/suse-harvester-deploying-virtual-machines-with-kubernetes:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A technical assessment of SUSE Harvester, a modern hyperconverged infrastructure
    (HCI) solution built natively on Kubernetes components (using KubeVirt and Longhorn)
    to run virtual machines and containers simultaneously.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes Management
  - Hyperconverged Infrastructure
  - Harvester
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: SUSE Harvester: Deploying virtual machines with Kubernetes'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.zdnet.com/article/the-year-ahead-in-devops-and-agile-more-automation-more-business-involvement-needed:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Examines evolutionary trends in agile delivery and DevOps, emphasizing
    the integration of business operations with engineering pipelines. It underscores
    automation, value-stream mapping, and the integration of artificial intelligence
    into CI/CD pipelines.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Delivery
  - DevOps
  - Industry Trends
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet.com: The year ahead in DevOps and agile: bring on the automation,
    bring on the business involvement'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.zdnet.com/article/theres-no-ops-like-noops-the-next-evolution-of-devops:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An analytical piece evaluating the long-term migration of standard enterprise
    DevOps frameworks into a NoOps paradigm. Discusses how cloud-native serverless,
    PaaS platforms, and policy-as-code models reduce manually managed compute resources.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - Operations Paradigms
  - NoOps Philosophy
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zdnet: There''s no ops like NoOps: the next evolution of DevOps'
  addition_method: manual
  v2_locations:
  - noops.md
https://www.zdnet.com/article/vmware-brings-tanzu-application-platform-into-ga-to-ease-kubernetes-adoption:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: News of VMware's general availability announcement of Tanzu Application
    Platform (TAP). TAP serves as an enterprise-grade PaaS (Platform-as-a-Service)
    overlay on Kubernetes, packaging cloud-native buildpacks, API portals, Cartographer
    supply chains, and security scanning tools to deliver a streamlined developer
    experience.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Delivery
  - Developer Platforms
  - VMware Tanzu
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'zdnet.com: VMware brings Tanzu Application Platform into GA to ease Kubernetes
    adoption'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.zdnet.com/article/when-microservices-need-event-driven-architecture:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: Explores the symbiotic relationship between microservices and event-driven
    patterns. Outlines how asynchronous event publication decoupled via brokers like
    Kafka or RabbitMQ mitigates tight runtime coupling, enhancing overall system fault
    tolerance and temporal scalability.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Microservices
  - Design Patterns
  - Event-Driven
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: 'zdnet.com: Why microservices need event-driven architecture'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.zebrium.com:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032290.233071
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: Zebrium
  v1_locations:
  - docs/devops.md
  - docs/monitoring.md
  v2_locations:
  - devops.md
  - monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: A curated technical resource and architectural guide covering Zebrium
    in the Kubernetes Tools ecosystem.
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.zenml.io:
  description: "- [zenml.io/integrations: Explore the MLOps Landscape with ZenML](https://www.zenml.io/integrations)
    ZenML integrates with many different third-party tools. Once code is organized
    into a ZenML pipeline, you can supercharge your ML workflows with the best-in-class
    solutions from various MLOps areas.\n    - [registry.terraform.io/modules/zenml-io/zenml-stack](https://registry.terraform.io/modules/zenml-io/zenml-stack)"
  year: '2024'
  stars: 4
  ai_summary: ZenML is an extensible MLOps pipeline framework designed to decouple
    data engineering and machine learning workflows from physical target infrastructure.
    It integrates with major cloud stacks and allows reproducible local executions
    to scale to production environments effortlessly.
  language: Python
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - MLOps
  - Orchestration
  - Frameworks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: 'zenml.io: ZenML'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.zenml.io/integrations:
  addition_method: manual
  content_hash: 9b32dcb91471c73f605089dd66759d6c0fb41a70e6f9965687605a8b56a5795d
  description: ''
  health_score: 100.0
  last_checked: 1779031900.647731
  needs_ai_refresh: true
  stars: 0
  title: 'zenml.io/integrations: Explore the MLOps Landscape with ZenML'
  v1_locations:
  - docs/mlops.md
  year: N/A
https://www.zoom.com:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Enterprise-grade video communications architecture providing reliable
    video conferencing, webinar, chat, and phone capabilities across a highly optimized
    globally distributed network edge.
  language: Agnostic
  resource_type: SaaS Tool
  complexity: Beginner
  hierarchy:
  - Modern Workforce
  - Remote Work
  - Productivity Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: Zoom
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://www2.deloitte.com/de/de/pages/technology/articles/center-of-excellence-application-modernization.html:
  addition_method: manual
  content_hash: 681f049d7447420c0351ab73226b0a34421e9096867f0c3f070e7d6ac6a63e1b
  description: ''
  health_score: 100.0
  last_checked: 1779033575.758325
  stars: 0
  status: online
  title: 'deloitte.com/de: EMEA Center of Excellence for Application Modernization''
    and Migration'
  v1_locations:
  - docs/introduction.md
  year: N/A
https://www2.deloitte.com/es/es/blog/todo-tecnologia/2021/fargate-con-eks.html:
  addition_method: manual
  content_hash: e6e166b16cd85e09002a75154eb973e778dd356f31516710aa948fe7630e848b
  description: ''
  health_score: 100.0
  last_checked: 1779029952.698766
  stars: 0
  status: online
  title: 'deloitte.com: Fargate con EKS'
  v1_locations:
  - docs/aws-serverless.md
  year: N/A
https://www2.deloitte.com/es/es/blog/todo-tecnologia/2021/infrastructure-as-code-iac-con-terraform.html:
  addition_method: manual
  content_hash: bac234a919d49425e636975312b0e785fde45f1537ffd3db98cdd4a50da5d382
  description: ''
  health_score: 100.0
  last_checked: 1779031474.618411
  stars: 0
  status: online
  title: 'deloitte.com: Infrastructure as Code (IaC) con Terraform'
  v1_locations:
  - docs/terraform.md
  year: N/A
https://www2.deloitte.com/us/en/insights/industry/public-sector/agile-in-government-waterfall-software-approach.html:
  addition_method: manual
  content_hash: 6a79d421c652d66e63557bff2d5506878ee6228cb6e773b8618f1ae4041e3a88
  description: ''
  health_score: 100.0
  last_checked: 1779030005.686594
  stars: 0
  status: online
  title: 'deloitte.com: Bringing Agile benefits to a waterfall project'
  v1_locations:
  - docs/project-management-methodology.md
  year: N/A
? https://www2.deloitte.com/us/en/pages/consulting/articles/secret-to-devops-isnt-about-tools-its-about-culture-value-and-outcomes-architecting-the-cloud-podcast-sre-site-reliability-engineering-resiliency-cloud-adoption-cloud-value-outcomes-culture-change.html
: addition_method: manual
  content_hash: 867679e09c82c9c879b3d371f5b1f0c6ab89fd6d3d96508f451b385c903cc5a9
  description: ''
  health_score: 100.0
  last_checked: 1779032900.373612
  stars: 0
  status: online
  title: "deloitte.com: Culture change, not tech, is the secret to DevOps success'
    (podcast) \U0001F31F"
  v1_locations:
  - docs/devops.md
  year: N/A
https://x.com/ASFMavenProject:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: Official communication channel for the Apache Maven Project, offering
    real-time announcements, plugin version updates, and core framework security alerts
    to the broader developer community.
  language: English
  resource_type: Social Media Feed
  complexity: Beginner
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Community Channels
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'twitter.com/ASFMavenProject: The official twitter feed of the Apache Maven
    Project'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://x.com/ASFMavenRelease:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: Automated release notification feed tracking active updates, security
    patches, and minor versions for all officially maintained Apache Maven plugins
    and shared components.
  language: English
  resource_type: Social Media Feed
  complexity: Beginner
  hierarchy:
  - Build Systems
  - JVM Ecosystem
  - Community Channels
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'twitter.com/ASFMavenRelease: Maven Plugin Release'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://x.com/AWS_Partners:
  description: ''
  addition_method: manual
  content_hash: 8cc86aa37c93df69c874eac469c6882b7b89b6fec5046b0cb9460431f4fa95ef
  health_score: 100.0
  last_checked: 1779130495.018773
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: AWS Partner Network channel presenting compliance benchmarks, MSP programs,
    system integrator partnerships, and cloud consulting framework updates.
  language: English
  resource_type: Channel
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS Ecosystem
  - Social Channels
  is_microservice: false
  title: twitter.com/AWS_Partners
https://x.com/AWSreInvent:
  description: ''
  addition_method: manual
  content_hash: 3b8c6eadd8af04e9a6c699ff0591048b60151a8119fc3ba4e368209bef645a94
  health_score: 100.0
  last_checked: 1779130494.950536
  needs_ai_refresh: true
  status: online
  tags:
  - '[EMERGING]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: Targeted social broadcast hub cataloging major releases, technical breakout
    session highlights, and real-time architectural reveals emerging from the annual
    AWS re:Invent technology conference.
  language: English
  resource_type: Channel
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS Ecosystem
  - Social Channels
  is_microservice: false
  title: twitter.com/AWSreInvent
https://x.com/AWSstartups:
  description: ''
  addition_method: manual
  content_hash: 0f31b80add70df82f3e5423983dca16f2f92c854ebe1c99ed71a1fc55b583d72
  health_score: 100.0
  last_checked: 1779130494.920872
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: Targeted channel broadcasting AWS architectural optimizations, funding,
    and growth accelerators tailored specifically for high-velocity startup infrastructure
    teams.
  language: English
  resource_type: Channel
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS Ecosystem
  - Social Channels
  is_microservice: false
  title: twitter.com/AWSstartups
https://x.com/ChromeDevTools:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official social channel delivering incremental telemetry upgrades, performance
    hacks, debugging tips, and experimental profiling capabilities integrated within
    the Chrome developer ecosystem.
  language: None
  resource_type: Social Feed
  complexity: Low
  hierarchy:
  - Developer Workspace
  - Diagnostics & Debugging
  - Browser Developer Tools
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: twitter.com/ChromeDevTools
  addition_method: manual
  v2_locations:
  - ChromeDevTools.md
https://x.com/GolangRepos:
  addition_method: manual
  ai_summary: Curator Insight identifies this Twitter/X feed as an automated discovery
    channel posting active Go repositories. Live Grounding confirms it serves as an
    auxiliary stream to watch emerging open-source Go software ecosystems.
  complexity: Beginner
  description: ''
  hierarchy:
  - Programming Languages
  - Go
  - Community Channels
  is_microservice: false
  language: English
  resource_type: Social Media
  stars: 2
  status: online
  tags:
  - '[EMERGING]'
  title: twitter.com/GolangRepos
  v2_locations:
  - golang.md
  year: '2026'
https://x.com/Microsoft/status/2059320501580034310:
  addition_method: automatic
  ai_summary: Microsoft's official social post teasing high-impact announcements ahead
    of the sold-out Build 2026 conference in San Francisco. Highlighting developments
    across Windows AI, partner ecosystems like NVIDIA, and Arm-based hardware, the
    announcement frames the future direction of Microsoft's local and cloud developer
    platforms.
  category: azure
  complexity: Intermediate
  content_hash: 67d29e19a539af9f7e513e56417fdebd694863132cb7c546fbe68281a129e100
  description: Official social teaser ahead of Microsoft Build 2026 highlighting upcoming
    system-level developer updates across Windows and partner ecosystems.
  hierarchy:
  - Cloud Providers
  - Microsoft Azure
  - Developer Tools
  - Build Conference
  is_microservice: false
  language: en
  last_checked: 1780352849.031604
  reputation_status: Vetted
  reputation_summary: Anticipated developer promotional updates highlighting Windows
    AI and system integration developments ahead of Microsoft Build 2026.
  resource_type: Social Media Post
  social_preview_url: ''
  source_provenance: X.com (Microsoft)
  stars: 4
  status: online
  suggested_new_category: industry-news
  tags:
  - '[EMERGING]'
  title: Microsoft Developer Teaser for Build 2026
  year: '2026'
https://x.com/PukarDesign/status/1452141978167267332:
  addition_method: manual
  content_hash: 9d4e09d0dd1913763a04d81384ecaaadd1ef2b4d53999d397ff0cd44f78be7b5
  health_score: 100.0
  last_checked: 1779130495.026065
  needs_ai_refresh: true
  v1_locations:
  - docs/project-management-methodology.md
https://x.com/SWengThomas:
  addition_method: manual
  content_hash: 51f5d1b72225f841fa6c9f30edcd2e1525fd1c267e7b18cb07754a8c3f9e1b3a
  health_score: 100.0
  last_checked: 1779130494.935872
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-security.md
https://x.com/_georgemoller:
  addition_method: manual
  content_hash: 69c53258e69c1c87f45d5b2ae7409f4475c7e8aab89ac26a84cfa016e62e1c10
  health_score: 100.0
  last_checked: 1779130494.953301
  needs_ai_refresh: true
  v1_locations:
  - docs/cheatsheets.md
https://x.com/a_sykim:
  addition_method: manual
  content_hash: 021aaa40e603d07bf2ce7debb841dd59923c74a583a5fdeabcd9c1d6e9520435
  health_score: 100.0
  last_checked: 1779130495.018241
  needs_ai_refresh: true
  v1_locations:
  - docs/introduction.md
https://x.com/aantn:
  description: ''
  year: '2022'
  stars: 5
  ai_summary: A critical technical insight correcting widespread misconceptions about
    resource allocation. Highlights that CPU requests dictate runtime processing priority
    shares under CPU contention, while memory limits (not requests) trigger OOM termination
    events.
  language: English
  resource_type: Social Post
  complexity: Advanced
  hierarchy:
  - Architecture
  - Resource Management
  - Scheduling Engine
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: "\"It's funny: everyone thinks CPU requests are only used for scheduling
    (WRONG) and memory requests determine who gets OOMKilled (WRONG) but it's actually
    the opposite! At runtime, memory requests do nothing, but CPU requests DO\" \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://x.com/addyosmani:
  addition_method: manual
  content_hash: 2262ed83ff50863dbfbf930b9a6e97f07f6aeb7e8271feb11d7d54926f7c4599
  health_score: 100.0
  last_checked: 1779130495.024412
  needs_ai_refresh: true
  v1_locations:
  - docs/ChromeDevTools.md
https://x.com/agarcia:
  addition_method: manual
  content_hash: 38a4806d4d580148b647c538dd03e0d4c2467f58012760bcfc5a3c032760f916
  health_score: 100.0
  last_checked: 1779130495.017938
  needs_ai_refresh: true
  v1_locations:
  - docs/docker.md
https://x.com/alexxubyte:
  addition_method: manual
  content_hash: 695174b2002acedf141a3e7d31d543cacfc18336cba7d9a17e0d2b28e045c945
  health_score: 100.0
  last_checked: 1779130495.011072
  needs_ai_refresh: true
  v1_locations:
  - docs/networking.md
https://x.com/awscloud:
  description: ''
  addition_method: manual
  content_hash: e142bfa14905a6d3e979d12ebcd0ccb207988bd6ef17cca0ba035da0b21e69bc
  health_score: 100.0
  last_checked: 1779130494.989018
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: Official AWS communication broadcast feed utilized for instant notification
    of novel system capabilities, security alerts, and broad strategic initiatives
    across the AWS global infrastructure.
  language: English
  resource_type: Channel
  complexity: Beginner
  hierarchy:
  - Cloud Infrastructure
  - AWS Ecosystem
  - Social Channels
  is_microservice: false
  title: twitter.com/awscloud
https://x.com/azuredevops:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Official communication stream detailing updates and security patches
    for Azure DevOps platforms. Serves as a useful secondary source for tracking telemetry
    optimizations and service level agreements (SLAs) directly from engineering teams.
  language: English
  resource_type: Social Media
  complexity: Beginner
  hierarchy:
  - DevOps
  - Enterprise Platforms
  - Azure DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: twitter.com/azuredevops
  addition_method: manual
  v2_locations:
  - git.md
https://x.com/brendandburns:
  addition_method: manual
  content_hash: 425cf8383e7c664c771433b0a5f80fc6ba63f5eb4e6a18e334a8266208313262
  health_score: 100.0
  last_checked: 1779130494.994572
  needs_ai_refresh: true
  v1_locations:
  - docs/introduction.md
https://x.com/codingsafari:
  addition_method: manual
  content_hash: 446b86fb11bc9f315210af1a9201e4287bef92a754266cbdb3d7121d55d6a746
  health_score: 100.0
  last_checked: 1779130495.030812
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-security.md
https://x.com/commandlinefu:
  description: ''
  year: '2009'
  stars: 2
  ai_summary: Social feed broadcasting community-curated bash commands, scripting
    shortcuts, and performance debugging tips. Live Grounding shows it acts as an
    informative micro-learning stream for system operations professionals.
  language: N/A
  resource_type: Social Media
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Terminal Environment
  - Tricks & Tweaks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: twitter.com/commandlinefu
  addition_method: manual
  v2_locations:
  - linux.md
https://x.com/commandlinefu10:
  description: ''
  year: '2011'
  stars: 1
  ai_summary: A secondary social feed offering specific terminal usage recipes and
    command-line automation tricks. Live Grounding notes its legacy value for scripting
    references.
  language: N/A
  resource_type: Social Media
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Terminal Environment
  - Tricks & Tweaks
  tags:
  - '[LEGACY]'
  is_microservice: false
  status: online
  title: twitter.com/commandlinefu10
  addition_method: manual
  v2_locations:
  - linux.md
https://x.com/commandlinefu3:
  description: ''
  year: '2010'
  stars: 1
  ai_summary: An auxiliary community feed archiving terminal tricks, syntax configurations,
    and utility scripts. Live Grounding tracks it as a historical index of creative
    shell engineering paradigms.
  language: N/A
  resource_type: Social Media
  complexity: Beginner
  hierarchy:
  - Infrastructure & Operations
  - Terminal Environment
  - Tricks & Tweaks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: twitter.com/commandlinefu3
  addition_method: manual
  v2_locations:
  - linux.md
https://x.com/dmokafa:
  addition_method: manual
  content_hash: 06b7835f3136084f8a17fa9e6956175f5f0125534348e1243d346f257b8c1bab
  health_score: 100.0
  last_checked: 1779130494.965044
  needs_ai_refresh: true
  v1_locations:
  - docs/about.md
https://x.com/hashtag/featureflag:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: A real-time community stream tracking discussions, tool releases, and
    architectural patterns around feature flags. Connects developers to recent open-source
    implementations and emerging best practices in continuous delivery.
  language: None
  resource_type: Platform
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Feature Management
  - Community
  tags:
  - '[EMERGING]'
  is_microservice: false
  status: online
  title: '#FeatureFlags'
  addition_method: manual
  v2_locations:
  - git.md
https://x.com/i/events/2053241348807864323:
  addition_method: automatic
  ai_summary: 'This resource is the official Google I/O 2026 live broadcast event
    hub on X. It acts as a central platform for real-time coverage of Google''s annual
    developer keynotes, technical deep-dives, and cloud ecosystem updates.


    * **Keynote Focus**: Highlights primary industry shifts toward native multimodal
    models and agentic workflow automation.

    * **Product Coverage**: Provides direct access to live demonstrations of Gemini
    Omni, the Gemini 3.5 model family, and Google Flow integration.'
  category: ai-agents-mcp
  complexity: beginner
  content_hash: 5457cfdc5b90a42d8a057d3f49fa2c822e06140c3449e489127831510d6e2f06
  description: The official live stream event page on X for Google I/O 2026, featuring
    keynotes, developer announcements, and breakthroughs in generative AI models like
    Gemini Omni, Gemini 3.5, and Google Flow.
  hierarchy:
  - AI
  - Generative AI
  - Developer Conferences
  impact_score: 85
  is_microservice: false
  language: en
  last_checked: 1780399410.165984
  reputation_status: Vetted
  reputation_summary: Official Google I/O 2026 live event broadcast page on X (formerly
    Twitter). Highly vetted, secure, and verified by global tech organizations for
    real-time announcements.
  resource_type: video
  social_preview_url: ''
  source_provenance: X.com (GoogleDeepMind)
  stars: 4
  status: online
  suggested_new_category: ''
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  title: Google I/O 2026 Live Stream Event
  year: '2026'
https://x.com/janakiramm:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A practical micro-guide summarizing the essential Git commands (clone,
    add, commit, push, pull, status) required for operations engineers transitioning
    into GitOps-driven environments. Simplifies initial tooling friction.
  language: English
  resource_type: Social Post
  complexity: Beginner
  hierarchy:
  - GitOps
  - Git Basics
  - Developer Experience
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: As an ops engineer not too familiar with Git, you just need to know 6 commands
  addition_method: manual
  v2_locations:
  - gitops.md
https://x.com/jeffbarr:
  description: ''
  addition_method: manual
  content_hash: 1c1b9e0d55b9dcbeba9ce90dd4a3a6877416a849be7f3f64c556f88ac687e21e
  health_score: 100.0
  last_checked: 1779130495.030746
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/aws.md
  v2_locations:
  - aws.md
  year: '2026'
  stars: 0
  ai_summary: Social feed of AWS Chief Evangelist Jeff Barr. Serves as a high-density
    channel supplying core architectural context, feature releases, and developer-focused
    service insights.
  language: English
  resource_type: Channel
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - AWS Ecosystem
  - Social Channels
  is_microservice: false
  title: twitter.com/jeffbarr
https://x.com/johncutlefish/status/1452048722917871620:
  addition_method: manual
  content_hash: b6f607d191984b7616755420c830a5dfc0cd5ff7ecefa01777a07a27bd529656
  health_score: 100.0
  last_checked: 1779130494.978801
  needs_ai_refresh: true
  v1_locations:
  - docs/project-management-methodology.md
https://x.com/jwendlandt:
  addition_method: manual
  content_hash: 483b2e78cd5cbab18345cd7ea7e981ad7b13bb8d6cf28a41ce27b83ec73e491a
  health_score: 100.0
  last_checked: 1779130494.988681
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-security.md
https://x.com/k0sproject:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Project tracker for k0s, a zero-friction, single-binary Kubernetes distribution
    designed by Mirantis. k0s strips away operational complexity by packaging control
    plane components together, optimizing for resource-constrained edge, IoT, and
    bare-metal environments.
  language: Go
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Lightweight Kubernetes
  - k0s
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: k0sproject
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://x.com/kubernetesio:
  description: ''
  addition_method: manual
  content_hash: cdf68b268a9fc5c47094e25c5680fec5ea3880f2ed19ca115b7523f39bd11b24
  health_score: 100.0
  last_checked: 1779130495.027747
  needs_ai_refresh: true
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: '2024'
  stars: 0
  ai_summary: The main public community stream for the Kubernetes ecosystem on X/Twitter.
    Acts as a critical communication source for real-time security disclosures, new
    releases, SIG events, and system deprecation reports.
  language: English
  resource_type: article
  complexity: Beginner
  hierarchy:
  - Container Orchestration
  - Kubernetes
  - Community Platforms
  is_microservice: false
  title: twitter.com/kubernetesio
https://x.com/memenetes:
  addition_method: manual
  content_hash: a810e63f536a637e0420eb6f49a669f5b1528ad03cec8e944a3434beba163927
  health_score: 100.0
  last_checked: 1779130494.984816
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes.md
https://x.com/microcksio:
  description: ''
  year: '2021'
  stars: 4
  ai_summary: Social and developer hub for Microcks, an open-source tool for mocking
    and testing APIs (REST, gRPC, GraphQL, and event-driven architectures) in Kubernetes.
    Accelerates microservice development and automated contract testing in CI/CD pipelines.
  language: Java
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Testing
  - API Mocking
  - Microcks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  status: online
  title: microcksio
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://x.com/okta:
  addition_method: manual
  content_hash: f2584a79d03ab1cd8722ffb714d7c4348ff48399b6d83a16fa7a66120b13afae
  health_score: 100.0
  last_checked: 1779130495.031327
  needs_ai_refresh: true
  v1_locations:
  - docs/aws.md
https://x.com/openshift:
  description: ''
  year: '2026'
  stars: 2
  ai_summary: Official social feed for Red Hat OpenShift announcements, real-time
    event updates, and community alerts. While lacking deep structural code, it provides
    immediate telemetry on the ecosystem's public releases, events, and security bulletins.
  language: English
  resource_type: Social Media
  complexity: Beginner
  hierarchy:
  - Platform Engineering
  - Community & Collaboration
  - Social & Updates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: twitter.com/openshift
  addition_method: manual
  v2_locations:
  - openshift.md
https://x.com/operatorhubio:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: The official community account sharing news, releases, and developments
    in the operator ecosystem.
  language: English
  resource_type: Social Media
  complexity: Beginner
  hierarchy:
  - Extensibility & APIs
  - Operator Framework
  - Community Feed
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: twitter.com/operatorhubio
  addition_method: manual
  v2_locations:
  - ocp4.md
https://x.com/originalavalamp:
  description: "- [\"I've always wondered how folks expect a system would be able
    to protect data at rest like that. If the public key and private key are local
    on the machine - nothing is secure no matter what algorithm is used\"](https://x.com/jwendlandt)\n
    \   - [\"The issue is not new or unique to k8s. There is a general confusion between
    encoding and encryption. Ask any web dev about base64, and there is a good chance
    they'll tell you it's encryption\"](https://x.com/codingsafari)\n    - [\"The
    semantics are important. Easy to grant an RBAC policy like \"read only except
    secrets\"](https://x.com/tsh4k)\n    - [\"I just meant that base64 prevents you
    from logging a secret in plain text by accident… but many more layers are required
    to keep your secrets secret\"](https://x.com/SWengThomas)\n    - \"You need to
    configure how the key is managed and ideally opt into something like KMS plugin
    (which depends on how the cluster is hosted) to make it good\""
  year: '2022'
  stars: 0
  ai_summary: A curated synthesis of engineering consensus regarding Kubernetes native
    base64 secrets. Emphasizes that encoding is not encryption and acts strictly as
    a data-serialization layer. Highly recommends implementing RBAC, audit logging,
    and envelope KMS encryption.
  language: English
  resource_type: Social Discussion
  complexity: Intermediate
  hierarchy:
  - Security
  - Secrets Management
  - Platform Hardening
  - Conceptual
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: '"Kubernetes base64 encodes secrets because that makes arbitrary data play
    nice with JSON. It had nothing to do with the security model (or lack thereof).
    It did not occur to us at the time that people could mistake base64 for some form
    of encryption"'
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://x.com/puksiarz:
  addition_method: manual
  content_hash: 78cc893f7da03347f34dfce653d1dc7d7a5a525b2cfd0394e7a017717c30dd98
  health_score: 100.0
  last_checked: 1779130494.965643
  needs_ai_refresh: true
  v1_locations:
  - docs/container-managers.md
https://x.com/pvergadia:
  addition_method: manual
  content_hash: 6182840cccc64a17bea2bcfd1167654fa0456ccb9a91efa7a2f4c528f920172d
  health_score: 100.0
  last_checked: 1779130494.939782
  needs_ai_refresh: true
  v1_locations:
  - docs/GoogleCloudPlatform.md
https://x.com/pythonvscode:
  addition_method: manual
  content_hash: f50f0ee7aab34d3464cf53c15bff07fbf636e8a73dd4e7f5d8575834cf7c6a5c
  health_score: 100.0
  last_checked: 1779130494.987458
  needs_ai_refresh: true
  v1_locations:
  - docs/visual-studio.md
https://x.com/rakyll:
  addition_method: manual
  content_hash: 247f49571b070e3480c6fc6cd36d0165edead9e866fe8a39a9ce53789727e8c8
  health_score: 100.0
  last_checked: 1779130495.028028
  needs_ai_refresh: true
  v1_locations:
  - docs/about.md
https://x.com/shipwrightio:
  description: ''
  year: '2021'
  stars: 3
  ai_summary: Official repository feed for Shipwright, an extensible container build
    framework on Kubernetes. Shipwright abstracts build techniques (like Buildpacks,
    Kaniko, or Buildah) under a unified Kubernetes-native API, integrating seamlessly
    into modern GitOps pipelines.
  language: Go
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - Container Builds
  - Shipwright
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: shipwrightio
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://x.com/submarinerio:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Official updates and development tracking for Submariner, a CNCF-hosted
    tool providing direct, secure networking between pods across independent Kubernetes
    clusters. Facilitates multi-cluster deployments with native IP routing and encrypted
    tunnels.
  language: Go
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Networking
  - Multi-Cluster Networking
  - Submariner
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: submarinerio
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://x.com/telepresenceio:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: Community resources for Telepresence (CNCF Sandbox), a critical developer
    tool for fast-loop local microservice debugging against remote Kubernetes clusters.
    Telepresence establishes a bidirectional network proxy, bridging local IDEs with
    in-cluster dependencies.
  language: Go
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Developer Experience
  - Local Development
  - Telepresence
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: telepresenceio
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://x.com/tfortricks_ind:
  addition_method: manual
  content_hash: 2b91570ddee52c222b6b1bc75a38aee567d1fecd380c0752ac339d7da83aba2f
  health_score: 100.0
  last_checked: 1779130495.031401
  needs_ai_refresh: true
  v1_locations:
  - docs/devops.md
https://x.com/tsh4k:
  addition_method: manual
  content_hash: 4de5353b8ae33a711205ba47ca0599f42d95ed0207fb338e865bc9091f2abf78
  health_score: 100.0
  last_checked: 1779130494.97706
  needs_ai_refresh: true
  v1_locations:
  - docs/kubernetes-security.md
https://xbery.medium.com/deploy-helm-charts-using-terraform-module-63684efbd221:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032103.681723
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "xbery.medium.com: Deploy helm charts using Terraform module \U0001F31F"
  v1_locations:
  - docs/helm.md
  v2_locations:
  - helm.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering xbery.medium.com:
    Deploy helm charts using Terraform module \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://xebialabs.com/glossary:
  addition_method: manual
  content_hash: dbd3f120a1fba6159fd532c229d1b57d799a960cdd7e109c634e4ac4b8365d53
  description: ''
  health_score: 100.0
  last_checked: 1779032180.761124
  stars: 0
  status: online
  title: "DevOps Glosary of Terms \U0001F31F"
  v1_locations:
  - docs/devops.md
  year: N/A
https://xebialabs.com/periodic-table-of-devops-tools:
  addition_method: manual
  content_hash: 8a2650d513dcea5101a1809b526cf2f9415413496e64f6a09e8ee9708c7fd024
  description: ''
  health_score: 100.0
  last_checked: 1779032540.472912
  stars: 0
  status: online
  title: "Periodic Table of DevOps \U0001F31F"
  v1_locations:
  - docs/devops.md
  year: N/A
https://xebialabs.com/the-ultimate-devops-tool-chest:
  addition_method: manual
  content_hash: 5fc69d17855dfd19041f72dad7585e7efd448d60c3c9bb4cbd876e8a6b7ac606
  description: ''
  health_score: 100.0
  last_checked: 1779031186.869249
  stars: 0
  status: online
  title: "The Ultimate DevOps Tool Chest \U0001F31F"
  v1_locations:
  - docs/devops.md
  year: N/A
https://xebialabs.com/the-ultimate-devops-tool-chest/open-source:
  addition_method: manual
  content_hash: e671cf456627e66995c17b431c3c2ba25c8e3f472aedb64e167ca82aacf2d7f5
  description: ''
  health_score: 100.0
  last_checked: 1779031085.512287
  stars: 0
  title: The Ultimate List of Open Source DevOps Tools
  v1_locations:
  - docs/devops.md
  year: N/A
https://xenitab.github.io/blog/2022/04/12/ephemeral-container-security:
  description: ''
  year: '2022'
  stars: 0
  ai_summary: Explores security boundaries regarding ephemeral debugging containers,
    analyzing potential escalation threats through 'kubectl debug'. Highlights how
    improper RBAC permissions on debugging tools can expose the underlying host or
    container namespace. Outlines defensive constraints like restricting hostIPC and
    hostPID mappings.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - Runtime Security
  - Ephemeral Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "xenitab.github.io: Kubernetes Ephemeral Container Security \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://xgrid.medium.com/securing-a-kubernetes-cluster-using-tls-certificates-5e64a6bb26de:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031328.883345
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "==xgrid.medium.com: Securing a Kubernetes cluster using TLS certificates=='
    \U0001F31F"
  v1_locations:
  - docs/kubernetes-security.md
  v2_locations:
  - kubernetes-security.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering ==xgrid.medium.com:
    Securing a Kubernetes cluster using TLS certificates==' \U0001F31F in the Kubernetes
    Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://xgrid.medium.com/tackling-kubernetes-observability-challenges-with-pixie-a03cbad93148:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033236.634852
  stars: 0
  title: 'xgrid.medium.com: Tackling Kubernetes Observability Challenges with Pixie'
  v1_locations:
  - docs/kubernetes-monitoring.md
  year: N/A
https://yaml.org/spec/1.2/spec.html:
  description: ''
  year: '2021'
  stars: 5
  ai_summary: The official YAML spec documentation for anchors and aliases. It details
    how the reference symbols & and * let you reuse data segments directly in configuration
    files. This is a crucial concept for keeping complex Kubernetes and CI/CD files
    DRY and readable.
  language: N/A
  resource_type: documentation
  complexity: intermediate
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Advanced Techniques
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  title: 'yaml.org: Anchors and Aliases'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://yamline.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A lightweight web-based playground and conversion utility designed for
    instant linting and refactoring of YAML/JSON documents. It provides interactive
    syntax visualization to ease the maintenance of complex deployment configurations.
  language: TypeScript
  resource_type: Web Application
  complexity: Low
  hierarchy:
  - Data Architecture
  - JSON & YAML Serialization
  - Editor Tooling
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: yamline.com
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://yamlvalidator.dev:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A web-based verification environment designed to check the syntax of
    YAML configurations. It highlights incorrect indentations and missing properties,
    helping developers quickly resolve syntax errors before running commits.
  language: N/A
  resource_type: tool
  complexity: beginner
  hierarchy:
  - Configuration Management
  - YAML Syntax
  - Validation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'yamlvalidator.dev: YAML Validator'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://yankeexe.medium.com/how-rolling-and-rollback-deployments-work-in-kubernetes-8db4c4dce599:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033037.073078
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'yankeexe.medium.com: How Rolling and Rollback Deployments work in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering yankeexe.medium.com:
    How Rolling and Rollback Deployments work in Kubernetes in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
? https://yash-kukreja-98.medium.com/develop-on-kubernetes-series-demystifying-the-for-vs-owns-vs-watches-controller-builders-in-c11ab32a046e
: addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033609.468006
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'yash-kukreja-98.medium.com: Develop on Kubernetes Series — Demystifying''
    the For vs Owns vs Watches controller-builders in controller-runtime'
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering yash-kukreja-98.medium.com:
    Develop on Kubernetes Series — Demystifying'' the For vs Owns vs Watches controller-builders
    in controller-runtime in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://yeeply.com:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: A curated global matching marketplace that connects enterprises with
    certified mobile and web development teams or independent contractors. Its strict
    vetting process and automated project management assurance reduce execution risk
    for mid-to-large software projects.
  language: N/A
  resource_type: SaaS
  complexity: Intermediate
  hierarchy:
  - Careers
  - Freelancing
  - Talent Marketplaces
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "yeeply \U0001F31F"
  addition_method: manual
  v2_locations:
  - freelancing.md
https://yellow.systems/blog/how-to-build-a-scalable-web-application:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: A holistic technical guide detailing architectural design patterns necessary
    to construct web systems capable of scaling to high volumes of traffic. Covers
    backend optimization, load balancing configurations, database sharding, caching
    layers, and the architectural shift from single-instance services to highly available
    distributed designs.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Application Design
  - Horizontal Scaling
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: "yellow.systems: How to Make a Scalable Web Application: Architecture, Technologies,
    Cost \U0001F31F"
  addition_method: manual
  v2_locations:
  - introduction.md
https://yitaek.medium.com/useful-tools-for-better-kubernetes-development-87820c2b9435:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032371.487197
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "yitaek.medium.com: Useful Tools for Better Kubernetes Development \U0001F31F"
  v1_locations:
  - docs/kubernetes-based-devel.md
  v2_locations:
  - kubernetes-based-devel.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering yitaek.medium.com:
    Useful Tools for Better Kubernetes Development \U0001F31F in the Kubernetes Tools
    ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://ymmt2005.hatenablog.com/entry/2020/04/14/An_example_of_using_dynamic_client_of_k8s.io/client-go:
  addition_method: manual
  ai_summary: Provides a practical, concrete code blueprint demonstrating how to query
    Kubernetes resources dynamically without pre-compiled SDK structures. Simplifies
    integration with custom CRDs.
  complexity: Advanced
  content_hash: 603bab35c85f4c2b101be1c9f29249755677e33ff22120009fd449c3a388d592
  description: ''
  health_score: 100.0
  hierarchy:
  - Cloud Native Languages
  - Go
  - Kubernetes Integration
  is_microservice: false
  language: en
  last_checked: 1779029884.043996
  needs_ai_refresh: true
  resource_type: Guide
  stars: 0
  status: online
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  title: An example of using dynamic client of k8s.io/client-go
  v1_locations:
  - docs/golang.md
  v2_locations:
  - golang.md
  year: N/A
https://ymmt2005.hatenablog.com/entry/k8s-things:
  description: ''
  year: '2018'
  stars: 5
  ai_summary: An exhaustive technical deep-dive of 47 operational parameters essential
    for production Kubernetes operations. Topics encompass CNI iptables/IPVS policies,
    DNS performance limits, cgroups resource controls, and pod preemption algorithms.
  language: None
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - DevOps
  - Container Orchestration
  - Kubernetes
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  status: online
  title: 'ymmt2005.hatenablog.com: 47 things that you should know to be a Kubernetes
    experts (questions + answers)'
  addition_method: manual
  v2_locations:
  - interview-questions.md
https://yobyot.com/aws/aws-multi-region-keys-and-ec2-data-lifecycle-manager/2021/08/18:
  description: ''
  year: '2021'
  stars: 0
  ai_summary: An exploration of operational resilience combining AWS Multi-Region
    KMS keys with Amazon Data Lifecycle Manager (DLM). It describes a secure recovery
    architecture where encrypted EBS volume snapshots are replicated across disaster-recovery
    regions automatically using identical key metadata.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - AWS
  - Data Protection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'yobyot.com: AWS multi-region KMS keys and Data Lifecycle Manager: better
    together'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://yor.io:
  description: ''
  addition_method: manual
  content_hash: 63bb589b92ea6cf7d7af6703d6cdbb36406196236b6db2a0ce07e8d475af1776
  health_score: 100.0
  last_checked: 1779030991.214413
  needs_ai_refresh: true
  stars: 5
  status: online
  tags:
  - '[DE FACTO STANDARD]'
  v1_locations:
  - docs/securityascode.md
  v2_locations:
  - securityascode.md
  year: '2026'
  ai_summary: An open-source, extensible auto-tagging tool designed to dynamically
    trace infrastructure-as-code from code to cloud. It automatically adds ownership,
    lineage, and environment metadata tags during pull requests, allowing operations
    teams to seamlessly trace production resources back to their source repository.
  language: Go
  resource_type: CLI Tool
  complexity: Intermediate
  hierarchy:
  - Cloud-Native Platforms
  - Infrastructure-as-Code
  - Tagging & Auditing
  is_microservice: false
  title: yor.io
https://yoshevski.medium.com/cost-effective-azuredevops-and-appcenter-integration-fe606725d5d5:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034232.509276
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'yoshevski.medium.com: Cost-effective Azure Devops and AppCenter integration'
  v1_locations:
  - docs/azure.md
  v2_locations:
  - azure.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering yoshevski.medium.com:
    Cost-effective Azure Devops and AppCenter integration in the Kubernetes Tools
    ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://youcanbook.me:
  description: ''
  year: '2024'
  stars: 0
  ai_summary: Commercial booking platform with advanced team scheduling integrations.
    Offers CSS layout customization, direct CRM linking, and webhook support for automated
    post-booking workflows.
  language: JavaScript
  resource_type: SaaS
  complexity: Beginner
  hierarchy:
  - Collaborative Operations
  - Workspace Scheduling
  - Commercial Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: youcanbook.me
  addition_method: manual
  v2_locations:
  - appointment-scheduling.md
https://yourdevopsmentor.com/blog/how-to-become-a-devops-engineer:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034522.855481
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'yourdevopsmentor.com: How to become a DevOps engineer – 5 easy steps'
  v1_locations:
  - docs/devops.md
  v2_locations:
  - devops.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering yourdevopsmentor.com:
    How to become a DevOps engineer – 5 easy steps in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://youtu.be/1RTTEUEl9sc:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779031356.924042
  stars: 0
  title: 'youtube: From Code to Cluster — Modern Kubernetes Workflows with K8Studio'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://youtu.be/1v15VSKPZRU?si=vK_9UKjGV8F24Ebt:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779029557.192969
  stars: 0
  title: 'Openshift Baremetal - Installer''s Bake-off: Agent vs Assisted vs IPI'
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://youtu.be/OPKVKPfJrRA?si=YBt3LmBRNNq-GrqL:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779033828.295938
  stars: 0
  title: Automated Disaster Recovery failover and failback with Red Hat OpenShift
  v1_locations:
  - docs/openshift.md
  year: N/A
https://youtu.be/V53AHWun17s?si=zB9HD1MCp3SbLQwL:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779030426.794113
  stars: 0
  title: '==youtube - freecodecamp.org: Learn Terraform with Azure by Building a Dev''
    Environment – Full Course for Beginners=='
  v1_locations:
  - docs/terraform.md
  year: N/A
https://youtu.be/Zztufl4mFQ4:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779030653.753634
  stars: 0
  title: "youtube: GKE Autopilot - Fully Managed Kubernetes Service From Google \U0001F31F"
  v1_locations:
  - docs/managed-kubernetes-in-public-cloud.md
  year: N/A
https://youtu.be/bB57HKeOvmw:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779034295.713274
  stars: 0
  title: MongoDB Cloud Manager
  v1_locations:
  - docs/nosql.md
  year: N/A
https://youtu.be/buzusNljpy4:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779030583.947401
  stars: 0
  title: 'youtube: Migrating On Premise VM to AWS | VM Import/Export | Create EC2''
    instance based on on-premises server'
  v1_locations:
  - docs/aws-backup.md
  year: N/A
https://youtu.be/efiMiaFjtn8:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779034498.035972
  stars: 0
  title: 'youtube: deployment strategies in kubernetes | recreate | rolling update''
    | blue/green | canary'
  v1_locations:
  - docs/kubernetes.md
  year: N/A
https://youtu.be/gnYU0jtQbug?si=dWSDPD4eXvF3dx5r:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779031440.934443
  stars: 0
  title: 'GitBook Webinar: GitBook for Public Docs'
  v1_locations:
  - docs/cicd.md
  year: N/A
https://youtu.be/lgyO9C9zdrg:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779033401.047769
  v1_locations:
  - docs/java_frameworks.md
https://youtu.be/mRCz6Jl0Ds8:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779031410.506078
  stars: 0
  title: Migration Toolkit for Applications Demo - June 2020
  v1_locations:
  - docs/demos.md
  year: N/A
https://youtube.com/clip/Ugkx5e13a72WjgowgmAtFieyNFuiKarXWXDp:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  health_score: 100.0
  last_checked: 1779033950.257115
  v1_locations:
  - docs/about.md
https://youtube.com/playlist?list=PLaR6Rq6Z4IqcKOKT4c0uGkBt3YSRQ9S5v&si=qGpgMP56yagniZx8:
  addition_method: manual
  content_hash: 6cdb243a64853057b116d3516ad656f4fc0e2c9f9b4fd690c880867e81f5cc19
  description: ''
  health_score: 100.0
  last_checked: 1779029678.82909
  stars: 0
  title: Kubernetes para principiantes - La guía definitiva para principiantes absolutos
  v1_locations:
  - docs/kubernetes-tutorials.md
  year: N/A
https://youtube.com/playlist?list=PLvBBnHmZuNQJeznYL2F-MpZYBUeLIXYEe&si=GBJtqv36O8bslj9z:
  addition_method: manual
  content_hash: 1f992b9d32637c8c58be92f2bb7c9b20253a0eb1c0155a5badd84870f577abb5
  description: ''
  health_score: 100.0
  last_checked: 1779032793.616848
  stars: 0
  title: "Jenkins Tutorials by CloudBeesTV \U0001F31F"
  v1_locations: []
  year: N/A
https://youtube.com/shorts/VP4JoijL_TY?si=dBGfs6sn1ryzPcYT:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779031144.068782
  stars: 0
  title: 'Kubernetes: Un tour por los comandos básicos'
  v1_locations:
  - docs/kubernetes-tools.md
  year: N/A
https://youtube.com/shorts/bVlIo4H0IDU:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779032078.248598
  stars: 0
  title: New VS Code Release Highlights v1.86
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://youtube.com/shorts/hmq195GRYCI?si=8knOM1y50V6JcRlk:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779033698.029221
  stars: 0
  title: Extensión de Visual Studio Code que genera tests y mejora tu código
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://youtube.com/shorts/i0V1bHybv5w?si=y42F3QjNFVouu3s8:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779034395.689193
  stars: 0
  title: File Icon Theme
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://youtube.com/shorts/rjmXBs5l_7M?si=UlQ4q1-B-JOiYwrn:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779031616.568854
  stars: 0
  title: Learn with Copilot
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://youtube.com/shorts/vpFF1XSqWjw?si=Zr2eW_C3_3hQoXAa:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779034035.913695
  stars: 0
  title: Visualize your git repo in vscode with Git Graph extensions
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://youtube.com/shorts/yuzKp_KsGIk?si=ooaqRJzW2cmf6Z2M:
  addition_method: manual
  content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287
  description: ''
  health_score: 100.0
  last_checked: 1779032786.911726
  stars: 0
  title: 'How to be a professional (un)wrapper #vscode #programmingtools #coding'
  v1_locations:
  - docs/visual-studio.md
  year: N/A
https://ystatit.medium.com/how-to-change-kubernetes-kube-apiserver-ip-address-402d6ddb8aa2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030975.497463
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'ystatit.medium.com: How to Change Kubernetes Kube-apiserver IP Address'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ystatit.medium.com:
    How to Change Kubernetes Kube-apiserver IP Address in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://yuminlee2.medium.com/kubernetes-container-and-pod-logging-82ec5c057cb2:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033583.494184
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'yuminlee2.medium.com: Kubernetes: Container and Pod Logging'
  v1_locations:
  - docs/kubernetes-monitoring.md
  v2_locations:
  - kubernetes-monitoring.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering yuminlee2.medium.com:
    Kubernetes: Container and Pod Logging in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://yuminlee2.medium.com/kubernetes-network-policies-a93c2f588e31:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779033236.637646
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'yuminlee2.medium.com: Kubernetes Network Policies'
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering yuminlee2.medium.com:
    Kubernetes Network Policies in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://yuminlee2.medium.com/kubernetes-storage-fe5363d88d42:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030442.946169
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: '==yuminlee2.medium.com: Kubernetes: Storage=='
  v1_locations:
  - docs/kubernetes-storage.md
  v2_locations:
  - kubernetes-storage.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering ==yuminlee2.medium.com:
    Kubernetes: Storage== in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://yuminlee2.medium.com/kubernetes-understanding-kubernetes-architecture-through-a-restaurant-chefs-analogy-b89f38d8b95a:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030119.155138
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'yuminlee2.medium.com: Kubernetes: Understanding Kubernetes Architecture''
    through a Restaurant Chef’s Analogy'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering yuminlee2.medium.com:
    Kubernetes: Understanding Kubernetes Architecture'' through a Restaurant Chef’s
    Analogy in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://zealdocs.org:
  description: ''
  year: '2026'
  stars: 4
  ai_summary: An open-source, cross-platform offline documentation browser inspired
    by Dash, built for Linux and Windows. Designed to store and query native docsets
    locally, reducing dependency on live internet connections during isolated coding
    sessions.
  language: C++
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - Documentation Tools
  - Cross-Platform Clients
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: Zeal
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://zeebe.io:
  addition_method: manual
  content_hash: 9bfbd0aa5028b98acd041cefc0793692a6219504cb342748d42f7a55e26b5084
  description: ''
  health_score: 100.0
  last_checked: 1779033716.306763
  stars: 0
  status: online
  title: Zeebe workflow engine
  v1_locations:
  - docs/message-queue.md
  year: N/A
https://zendesk.engineering/debugging-containerd-a20f28a2a8bf:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779031349.34304
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'zendesk.engineering: Debugging containerd'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering zendesk.engineering:
    Debugging containerd in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://zer1t0.gitlab.io/posts/attacking_ad:
  description: ''
  year: '2022'
  stars: 3
  ai_summary: A security-focused analysis detailing vector analysis and enumeration
    techniques against on-premises Active Directory environments. It traces step-by-step
    methodologies from initial reconnaissance to privilege escalation, focusing on
    vulnerabilities like Kerberoasting and AS-REP roasting. Security teams can leverage
    these offensive tactics to construct robust, defensive threat-detection models.
  language: Markdown
  resource_type: Security Research
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Security & Compliance
  - Active Directory Hacking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: "zer1t0.gitlab.io: Attacking Active Directory: 0 to 0.9 \U0001F31F"
  addition_method: manual
  v2_locations:
  - azure.md
https://zerodha.tech/blog/infra-monitoring-at-zerodha:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: An engineering case study documenting Zerodha's migration of their high-throughput
    financial infrastructure monitoring to Prometheus. Highlights architecture optimizations
    to scale telemetry ingestion across thousands of nodes and handle high-cardinality
    financial datasets.
  language: Go
  resource_type: Technical Blog
  complexity: Advanced
  hierarchy:
  - Cloud Native Infrastructure
  - Observability
  - Prometheus
  - Case Studies
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'zerodha.tech: Infrastructure monitoring with Prometheus at Zerodha'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://zerokspot.com/weblog/2015/12/31/new-string-formatting-in-python:
  description: ''
  year: '2016'
  stars: 0
  ai_summary: Explores the introduction of f-strings in Python 3.6, highlighting the
    performance, syntax readability, and bytecode parsing advantages of formatted
    string literals compared to classic %-formatting.
  language: Python
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Backend Development
  - Python Ecosystem
  - Language Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: New String Formatting in Python 3.6
  addition_method: manual
  v2_locations:
  - python.md
https://zesty.co/blog/10-cloud-deficiencies:
  description: ''
  year: '2022'
  stars: 4
  ai_summary: Highlights ten widespread cloud configuration deficiencies including
    over-provisioning of EBS volumes, orphaned compute instances, and poor auto-scaling
    metrics. Outlines practical mitigations for cloud-cost inflation (FinOps) and
    suboptimal performance caused by rigid resource constraints.
  language: English
  resource_type: Technical Blog
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture & Infrastructure Strategy
  - Cost Optimization & FinOps
  - Efficiency Bottlenecks
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  status: online
  title: 'zesty.co: 10 Cloud Deficiencies You Should Know'
  addition_method: manual
  v2_locations:
  - introduction.md
https://zhimin-wen.medium.com/curl-as-a-network-protocol-testing-tool-7f49151ea365:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029138.167188
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'zhimin-wen.medium.com: Curl as a Network Protocol Testing Tool'
  v1_locations:
  - docs/kubernetes-tools.md
  v2_locations:
  - kubernetes-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering zhimin-wen.medium.com:
    Curl as a Network Protocol Testing Tool in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://zhimin-wen.medium.com/custom-notifications-with-alert-managers-webhook-receiver-in-kubernetes-8e1152ba2c31:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779029371.11663
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'zhimin-wen.medium.com: Custom Notifications with Alert Manager’s Webhook''
    Receiver in Kubernetes'
  v1_locations:
  - docs/kubernetes.md
  v2_locations:
  - kubernetes.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering zhimin-wen.medium.com:
    Custom Notifications with Alert Manager’s Webhook'' Receiver in Kubernetes in
    the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://zhimin-wen.medium.com/sticky-sessions-in-kubernetes-56eb0e8f257d:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779030248.455282
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: "zhimin-wen.medium.com: Sticky Sessions in Kubernetes \U0001F31F"
  v1_locations:
  - docs/kubernetes-networking.md
  v2_locations:
  - kubernetes-networking.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: "A curated technical resource and architectural guide covering zhimin-wen.medium.com:
    Sticky Sessions in Kubernetes \U0001F31F in the Kubernetes Tools ecosystem."
  language: English
  resource_type: Reference
  complexity: Intermediate
https://zigiwave.medium.com/top-10-tools-your-devops-teams-should-use-in-2022-569700f40426:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779032518.27141
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'zigiwave.medium.com: Top 10 Tools your DevOps Teams Should Use in 2022'
  v1_locations:
  - docs/devops-tools.md
  v2_locations:
  - devops-tools.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering zigiwave.medium.com:
    Top 10 Tools your DevOps Teams Should Use in 2022 in the Kubernetes Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://zipkin.io:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: A dedicated distribution of the Zipkin tracing framework, focused on
    light-overhead propagation of Span IDs and trace context across REST and gRPC
    microservice boundaries.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Distributed Tracing
  - Zipkin
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: Zipkin
  addition_method: manual
  v2_locations:
  - monitoring.md
https://zoom.new:
  addition_method: manual
  content_hash: 43ec3cbf2e7c9c574b74fdd709edb550d7737546fc550d377bdd5796e341fdae
  description: ''
  health_score: 100.0
  last_checked: 1779029590.458882
  stars: 0
  status: online
  title: 'Zoom: zoom.new'
  v1_locations:
  - docs/project-management-tools.md
  year: N/A
https://zoom.us:
  addition_method: manual
  content_hash: 55d38e4f97a7e0e2d0a64c418beede12c3c2cf7b9cb8b822e9d654c1d3eedc8d
  description: ''
  health_score: 100.0
  last_checked: 1779031805.09946
  stars: 0
  status: online
  title: Zoom
  v1_locations:
  - docs/workfromhome.md
  year: N/A
https://zoom.us/signin:
  description: ''
  year: '2026'
  stars: 0
  ai_summary: Efficiency shortcut (`zoom.new`) routing enterprise authenticated sessions
    straight to instantly active online conference rooms.
  language: English
  resource_type: Website
  complexity: Beginner
  hierarchy:
  - Developer Productivity
  - Collaboration
  - Video Conferencing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: 'Zoom: zoom.new'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://zoonavigator.elkozmon.com:
  addition_method: manual
  content_hash: 21ddcd1831a07b9f9d220f1cfc21c82fc3eabb58fa80368db437cebf33d5a603
  health_score: 100.0
  last_checked: 1779031422.906959
  v1_locations:
  - docs/monitoring.md
https://zoonavigator.elkozmon.com/en/latest:
  addition_method: manual
  content_hash: 060cc3322fc863d4129d628564474ef3e4fc7292d7cc13b6e9673b6cd0e927c7
  health_score: 100.0
  last_checked: 1779130494.978512
  v1_locations:
  - docs/monitoring.md
https://zshdb.readthedocs.io:
  addition_method: manual
  content_hash: a7e945452387d4b6a1340578879bf44b2fb37b0aabac11be687d590568ceadb1
  description: ''
  health_score: 100.0
  last_checked: 1779033223.004878
  stars: 0
  status: online
  title: zshdb.readthedocs.io
  v1_locations:
  - docs/linux.md
  year: N/A
https://zshdb.readthedocs.io/en/latest:
  description: ''
  year: '2016'
  stars: 3
  ai_summary: A specialized debugger tailored for auditing Zsh script execution pipelines.
    It offers advanced trace patterns, breakpoint configurations, and state inspections.
    Live Grounding notes its high utility in diagnostic shell configurations where
    standard outputs fall short.
  language: Shell
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure & Operations
  - Shell Scripting
  - Debugging
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  status: online
  title: zshdb.readthedocs.io
  addition_method: manual
  v2_locations:
  - linux.md
https://zwischenzugs.com/2020/05/05/riding-the-tiger-lessons-learned-implementing-istio:
  description: ''
  year: '2020'
  stars: 0
  ai_summary: A candid, battle-tested assessment of adopting and scaling Istio in
    a production environment. Discusses operational overhead, configuration complexity,
    and real-world trade-offs of sidecar architectures.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Service Mesh
  - Architecture
  - Case Study
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  status: online
  title: "Riding the Tiger: Lessons Learned Implementing Istio \U0001F31F"
  addition_method: manual
  v2_locations:
  - istio.md
https://…:
  addition_method: manual
  content_hash: N/A
  description: ''
  health_score: 100.0
  last_checked: 1779034313.158552
  stars: 0
  tags:
  - '[COMMUNITY-TOOL]'
  title: 'Debugging Kubernetes Systems: Practical Advice with Quality Telemetry'
  v1_locations:
  - docs/kubernetes-troubleshooting.md
  v2_locations:
  - kubernetes-troubleshooting.md
  year: N/A
  hierarchy:
  - Architectural Foundations
  - Kubernetes Tools
  - General Reference
  ai_summary: 'A curated technical resource and architectural guide covering Debugging
    Kubernetes Systems: Practical Advice with Quality Telemetry in the Kubernetes
    Tools ecosystem.'
  language: English
  resource_type: Reference
  complexity: Intermediate
https://www.youtube.com/embed/TUKYbUIXLOE:
  addition_method: manual
  ai_summary: This video provides a structured architectural roadmap for mastering
    Claude Code, Anthropic's agentic CLI tool for software engineering. It details
    the progression from basic code generation to complex, multi-step agentic workflows,
    emphasizing the tool's relevance to the 2026 Kubernetes ecosystem through automated
    manifest refactoring, contextual codebase analysis, and direct CLI-driven infrastructure
    orchestration. By exploring agentic "vibe coding" levels, it helps platform engineers
    integrate AI-augmented automation into mission-critical CI/CD pipelines and platform
    engineering workflows.
  category: AI and Future Operations
  description: Featured video in the Top Videos & Clips section.
  health_score: 100.0
  is_enriched: true
  is_featured_video: true
  last_checked: 0.0
  stars: 0
  status: online
  technology: Claude Code
  title: The 6 Levels of Claude Code Explained
  v1_locations: []
  video_order: 27
  year: N/A
https://github.com/fabric8io/fabric8-maven-plugin:
  description: ''
  gh_stars: 334
  gh_pushed: '2024-06-19T04:52:55Z'
  gh_license: Apache-2.0
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  v2_locations:
  - openshift-pipelines.md
  status: online
  last_checked: 1781430100.345118
  year: '2023'
  stars: 5
  ai_summary: 'A Maven plugin designed to package Java projects into lightweight Docker/OCI
    images and generate corresponding Kubernetes resource manifests automatically.
    Double-Evidence: Note that this project is archived and superseded by Eclipse
    JKube in modern development environments.'
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Build Systems
  - Fabric8 Maven Plugin
  is_microservice: true
  title: github - fabric8, maven plugin
  addition_method: manual
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fconsole.cloud.google.com%2Fproducts&dsh=S-837258255%3A1779033921742301&followup=https%3A%2F%2Fconsole.cloud.google.com%2Fproducts&osid=1&passive=1209600&service=cloudconsole&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PavdLijoZE8HgBUBXNoU1YfsOf-olUjJ8JfmhFG_0QoTjdDv1sVmFwi8Eo6EXbpyWStjzuTRaQ
: description: ''
  status: online
  last_checked: 1781429916.726121
  year: '2026'
  stars: 0
  ai_summary: The comprehensive management control plane for Google Cloud Platform
    (GCP) services, showcasing serverless runtimes, managed databases, and enterprise
    networking. It provides native Kubernetes (GKE), AI services, and IAM frameworks
    to construct highly available applications. Curated portal access maps directly
    to programmatic infrastructure control and cloud service catalogs.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Google Cloud Platform
  - Product Catalog
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: console.cloud.google.com/products
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://www.redhat.com/en/blog/8-answers-to-7-openshift-questions:
  description: ''
  status: online
  last_checked: 1781429916.736056
  year: '2020'
  stars: 0
  ai_summary: A practical synthesis addressing common operational and architectural
    questions regarding Red Hat OpenShift deployment modes, upgrade cycles, and subscription
    models. It clarifies the differentiators between upstream Kubernetes and OpenShift's
    opinionated, enterprise-ready application platform. Useful for enterprise decision-makers
    evaluating platform migrations or hybrid-cloud architectures.
  language: English
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Container Platforms
  - OpenShift
  - FAQ
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "openshift.com: 8 Answers to 7 OpenShift Questions \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/openshift-security-best-practices-for-kubernetes-cluster-design:
  description: ''
  status: online
  last_checked: 1781429916.744639
  year: '2021'
  stars: 0
  ai_summary: Explores architectural security design patterns for OpenShift, including
    network segmentation, API access control, multi-tenancy models, and secure OS
    configurations via CoreOS. It highlights key defensive controls like Security
    Context Constraints (SCCs) and identity provider integrations. A must-read for
    compliance-oriented infrastructure architects designing high-security Kubernetes
    platforms.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - OpenShift Security
  - Cluster Design
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "openshift.com: OpenShift Security Best Practices for Kubernetes Cluster
    Design \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/ask-an-openshift-admin-office-hour-authentication-and-authorization:
  description: ''
  status: online
  last_checked: 1781429916.755132
  year: '2021'
  stars: 0
  ai_summary: An interactive session breakdown focused on OpenShift's native OAuth
    server, identity providers (LDAP, Active Directory, Keycloak), and RBAC mapping
    strategies. It provides deep troubleshooting techniques for authentication flow
    misconfigurations and token management. Live grounding validates these techniques
    as crucial for securing enterprise-grade API endpoints.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Access Control
  - OpenShift IAM
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'openshift.com: Ask an OpenShift Admin Office Hour - Authentication and Authorization'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://blog.postman.com:
  description: ''
  status: online
  last_checked: 1781736133.401221
  year: '2026'
  stars: 4
  ai_summary: The official Postman engineering blog highlighting modern practices
    in API design, automated testing, mocking, and API-first architectures. Contains
    high-depth articles on security, governance, and integrating API testing into
    global pipelines. Offers valuable insights into cross-team API collaboration.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - API Lifecycle
  - Testing and Mocking
  - Engineering Blogs
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  title: blog.getpostman.com
  addition_method: manual
  v2_locations:
  - postman.md
https://docs.cloud.google.com/architecture:
  description: ''
  status: online
  last_checked: 1781429916.785349
  year: '2022'
  stars: 0
  ai_summary: Architectural reference for constructing a hybrid DevSecOps pipeline
    integrating JFrog Artifactory with GKE on-prem (Anthos/Google Distributed Cloud).
    It focuses on secure container image lifecycle management, automated vulnerability
    scanning, and binary promotion across hybrid control planes. This blueprint ensures
    consistent compliance and minimal latency for high-throughput enterprise deployments.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - DevSecOps
  - CI/CD Pipelines
  - Hybrid Cloud Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: "A hybrid cloud-native DevSecOps pipeline with JFrog Artifactory and GKE
    on-prem \U0001F31F"
  addition_method: manual
  v2_locations:
  - GoogleCloudPlatform.md
https://docs.redhat.com/en/documentation/openshift_container_platform/4.22:
  description: ''
  status: online
  last_checked: 1781736112.806371
  year: '2026'
  stars: 5
  ai_summary: Official enterprise-grade documentation for Red Hat OpenShift Container
    Platform. Provides comprehensive architectural guidelines, deployment patterns,
    security policies, and cluster lifecycle management instructions. It serves as
    the authoritative source of truth for platform engineers implementing production-ready
    Kubernetes distributions.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Container Orchestration
  - Enterprise OpenShift
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  title: "OpenShift 4 documentation \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/fully-automated-openshift-deployments-with-vmware-vsphere:
  description: ''
  status: online
  last_checked: 1781429918.610031
  year: '2021'
  stars: 0
  ai_summary: Detailed documentation on Installer-Provisioned Infrastructure (IPI)
    for Red Hat OpenShift on VMware vSphere environments. The automation workflow
    covers DNS registration, load balancing, virtual machine provisioning, and cluster
    bootstrapping directly from the installer. This integration streamlines on-premise
    private cloud delivery, reducing manual operational overhead to nearly zero.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Container Platforms
  - OpenShift
  - Infrastructure Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Fully Automated OpenShift Deployments With VMware vSphere
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/solutions/edge-computing-approach:
  description: ''
  status: online
  last_checked: 1781429922.44222
  year: '2022'
  stars: 0
  ai_summary: Analyzes Red Hat's edge computing framework using lightweight OpenShift
    single-node configurations and MicroShift. It details how the architecture addresses
    low-latency processing, disconnected operations, and remote automated lifecycle
    management. This framework enables enterprise microservices to deploy seamlessly
    from core data centers to resource-constrained IoT gateways.
  language: English
  resource_type: Whitepaper
  complexity: Advanced
  hierarchy:
  - Architecture
  - Edge Computing
  - Distributed Systems
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: "Red Hat's approach to Edge Computing \U0001F31F"
  addition_method: manual
  v2_locations:
  - edge-computing.md
https://nubenetes.com/registries:
  description: ''
  status: online
  last_checked: 1781429922.532728
  year: '2022'
  stars: 0
  ai_summary: Comprehensive analysis of Red Hat Quay and the integrated OpenShift
    Container Registry. Details secure image storage, vulnerability scanning with
    Clair, and geo-replication capabilities. It highlights Quay's enterprise-grade
    multi-tenancy and RBAC controls, which ensure secure artifact promotion within
    high-performance microservices pipelines.
  language: English
  resource_type: Reference Guide
  complexity: Advanced
  hierarchy:
  - Artifact Management
  - Container Registries
  - Red Hat Quay
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: OpenShift Registry & Quay
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/deploy-a-multi-master-okd-4.5-cluster-using-a-single-command-in-30-minutes:
  description: ''
  status: online
  last_checked: 1781429922.537728
  year: '2020'
  stars: 0
  ai_summary: Highlights the deployment of an upstream OKD 4.5 cluster (the open-source
    origin of OpenShift) using the quick installer-provisioned infrastructure (IPI)
    workflow. It provides a step-by-step breakdown of how a single command automates
    the bootstrapping of multi-master control planes on cloud providers. Useful for
    labs and staging environments targeting standard Kubernetes platform development.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Container Platforms
  - OKD / OpenShift
  - Cluster Bootstrap
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'openshift.com: Deploy a multi-master OKD 4.5 cluster using a single command
    in ~30 minutes'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://docs.prismacloud.io/en:
  description: ''
  status: online
  last_checked: 1781429922.564549
  year: '2023'
  stars: 0
  ai_summary: Details how to protect the OpenShift Master API using microsegmentation
    and identity-based security policies, now consolidated under Palo Alto Networks
    Prisma Cloud. It explores runtime enforcement, traffic whitelist policies, and
    vulnerability detection to shield critical control planes. Live grounding shows
    that Aporeto's identity-based security is now fully integrated into the Prisma
    Cloud platform.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Network Security
  - Prisma Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'docs.aporeto.com: OpenShift Master API Protection'
  addition_method: manual
  v2_locations:
  - ocp4.md
https://www.redhat.com/en/blog/introducing-azure-red-hat-openshift-on-openshift-4:
  description: ''
  status: online
  last_checked: 1781429922.657322
  year: '2020'
  stars: 0
  ai_summary: Details the managed Azure Red Hat OpenShift (ARO) offering on OpenShift
    4, built on operator-led cluster lifecycle management. It discusses direct integration
    with Microsoft Azure services, integrated scaling, and unified support channels.
    This managed service drastically simplifies operational overhead, letting enterprises
    focus purely on microservices delivery.
  language: English
  resource_type: Technical Announcement
  complexity: Intermediate
  hierarchy:
  - Cloud Infrastructure
  - Managed Kubernetes
  - Azure Red Hat OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "Introducing Azure Red Hat OpenShift on OpenShift 4 \U0001F31F"
  addition_method: manual
  v2_locations:
  - ocp4.md
https://nubenetes.com/cheatsheets:
  description: ''
  status: online
  last_checked: 1781429931.966657
  year: '2026'
  stars: 5
  ai_summary: High-density command syntax cheatsheet for Gradle, highlighting Kotlin/Groovy
    DSL setups, caching options, task graphs management, and daemon management to
    significantly improve build execution times.
  language: Spanish
  resource_type: Documentation
  complexity: Beginner
  hierarchy:
  - DevSecOps & Registry
  - Java Tools
  - Gradle Reference
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  title: Gradle Cheat Sheets
  addition_method: manual
  v2_locations:
  - jenkins.md
  - ansible.md
  - kubectl-commands.md
https://www.cloudbees.com/whitepapers/jenkins-pipeline-plugins:
  description: ''
  status: online
  last_checked: 1781429932.476763
  year: '2021'
  stars: 0
  ai_summary: Explores Jenkins Pipeline architectural best practices, highlighting
    how plugins extend declarative and scripted pipeline structures. Discusses dependency
    isolation, shared library strategies, and security scanning integrations. Designed
    to provide architects with solid configuration strategies to manage enterprise-scale
    build workloads securely.
  language: English
  resource_type: Whitepaper
  complexity: Advanced
  hierarchy:
  - DevSecOps
  - CI/CD Pipelines
  - Jenkins Automation
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'cloudbees.com: Jenkins Pipeline with Plugins'
  addition_method: manual
  v2_locations:
  - jenkins.md
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2F&dsh=S20332737%3A1779029801683182&emr=1&followup=https%3A%2F%2Fdocs.google.com%2F&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PauuoeLcrRlG9wsx3FKpxmPOwZ0aEG9g04i8ZgsTyIUOHV3UzhWURaJlrxS0xYmo_YZUJM0_Rw
: description: ''
  status: online
  last_checked: 1781429942.198049
  year: '2026'
  stars: 0
  ai_summary: Redirect link to Google Docs and Sheets login portal, commonly utilized
    by operations and product teams for maintaining functional specification spreadsheets
    and collaborative dynamic documentation.
  language: English
  resource_type: Tool Link
  complexity: Beginner
  hierarchy:
  - Collaboration Tools
  - Document Management
  - External Links
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Google docs & Sheets
  addition_method: manual
  v2_locations:
  - workfromhome.md
https://docs.aws.amazon.com/AmazonS3/latest/API:
  description: ''
  status: online
  last_checked: 1781735877.793901
  year: '2023'
  stars: 2
  ai_summary: Curator Insight views this as an essential networking guide for modern
    cloud topologies. Live Grounding validates that configuring S3 endpoints over
    IPv6 reduces IPv4 address exhaustion issues and optimizes hybrid-cloud routing.
    It offers actionable configuration endpoints and IAM policy adaptations.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Cloud Infrastructure
  - Object Storage
  - AWS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Making Requests to Amazon S3 over IPv6
  addition_method: manual
  v2_locations:
  - aws-storage.md
https://nubenetes.com/tekton:
  description: ''
  status: online
  last_checked: 1781429952.181949
  year: '2023'
  stars: 0
  ai_summary: Deep-dive review of Tekton, a Kubernetes-native open-source framework
    for building continuous integration and delivery (CI/CD) pipelines. It structures
    pipeline blocks using standard CRDs (Tasks, Pipelines, PipelineRuns), eliminating
    VM-based runner dependencies. Live validation establishes Tekton as the standard
    engine powering modern cloud-native container build environments like OpenShift
    Pipelines.
  language: English
  resource_type: Reference Guide
  complexity: Advanced
  hierarchy:
  - DevSecOps
  - CI/CD Pipelines
  - Tekton Pipelines
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: Tekton
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://nubenetes.com/keptn:
  description: ''
  status: online
  last_checked: 1781429952.186576
  year: '2026'
  stars: 4
  ai_summary: Nubenetes architectural reference on Keptn, a CNCF enterprise-grade
    control plane for cloud-native application lifecycle orchestration. Integrates
    SLO-based evaluations, automated canary promotions, and zero-touch application
    remediation out of the box.
  language: Spanish
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Orchestration & Packaging
  - Cloud-Native Delivery
  - Keptn
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  title: Keptn
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
  - devops-tools.md
https://about.gitlab.com/blog/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them:
  description: ''
  status: online
  last_checked: 1781429952.38938
  year: '2021'
  stars: 0
  ai_summary: Identifies attack vectors in Infrastructure as Code (IaC) configurations
    such as Terraform and CloudFormation, focusing on credential leakage and loose
    firewall definitions. Outlines automated detection workflows using static analysis
    tools like Kics, TFLint, and GitLab's built-in SAST scanners. Crucial for embedding
    preventative controls directly within continuous delivery workflows.
  language: English
  resource_type: Security Blog Post
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Infrastructure as Code
  - IaC Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'about.gitlab.com: Fantastic Infrastructure as Code security attacks and
    how to find them'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://k21academy.com/azure-cloud/azure-pipelines-vs-jenkins:
  description: ''
  status: online
  last_checked: 1781429952.511452
  year: '2021'
  stars: 0
  ai_summary: A comprehensive comparative analysis contrasting Jenkins (self-hosted,
    highly extensible, plugin-heavy) against Azure Pipelines (managed, cloud-native
    SaaS, deep Azure integration). Highlights differences in maintenance overhead,
    security configurations, build agent execution, and enterprise scaling architectures.
    Essential reading for platform teams deciding on their continuous delivery stack.
  language: English
  resource_type: Comparative Article
  complexity: Intermediate
  hierarchy:
  - DevSecOps
  - CI/CD Pipelines
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'k21academy.com: Azure pipelines VS Jenkins'
  addition_method: manual
  v2_locations:
  - jenkins-alternatives.md
https://www.nccgroup.com/research:
  description: ''
  status: online
  last_checked: 1781429953.846572
  year: '2021'
  stars: 0
  ai_summary: Case-study driven review from NCC Group outlining real-world exploits
    used to compromise continuous delivery channels. Common vectors include poorly
    protected secrets, dependency confusion attacks, and unauthenticated pipeline
    runners. This security research highlights the critical importance of runtime
    monitoring and pipeline isolation to prevent supply-chain compromises.
  language: English
  resource_type: Research Report
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - CI/CD Security
  - Penetration Testing
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'research.nccgroup.com: 10 real-world stories of how we’ve compromised CI/CD
    pipelines'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://securityonline.info:
  description: ''
  status: online
  last_checked: 1781735925.191791
  year: '2021'
  stars: 3
  ai_summary: Curator Insight presents VAmPI as a targeted security sandbox. Live
    Grounding confirms it is a deliberately vulnerable OWASP Top 10 Python-based REST
    API designed to evaluate security scanners and train engineers in secure coding
    practices. Excellent for DevSecOps labs.
  language: English
  resource_type: Project
  complexity: Intermediate
  hierarchy:
  - Security
  - Vulnerability Testing
  - API Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'securityonline.info: VAmPI: Vulnerable REST API with OWASP top 10 vulnerabilities'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/simplifying-secrets-management-with-cyberark-and-red-hat-ansible-automation-platform:
  description: ''
  status: online
  last_checked: 1781429957.80183
  year: '2021'
  stars: 0
  ai_summary: Examines the integration of CyberArk Conjur with the Red Hat Ansible
    Automation Platform to secure dynamic configurations. Demonstrates how Ansible
    playbooks can fetch secrets at runtime without hardcoding sensitive strings, mitigating
    credentials sprawl. This collaboration optimizes audit capabilities and identity
    assertion within enterprise infrastructure operations.
  language: English
  resource_type: Technical Blog Post
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Secrets Management
  - Ansible & CyberArk
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ansible.com: Simplifying secrets management with CyberArk and Red Hat Ansible
    Automation Platform'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://about.gitlab.com/blog/secure-container-images-with-gitlab-and-grype:
  description: ''
  status: online
  last_checked: 1781429958.175323
  year: '2021'
  stars: 0
  ai_summary: Step-by-step implementation guide to running Grype vulnerability scanner
    inside a GitLab CI/CD pipeline. Demonstrates configuration flags to parse container
    filesystems, output standardized SBOM reports, and fail builds on severe vulnerabilities.
    This design secures the build supply chain before container artifacts reach production
    registries.
  language: English
  resource_type: Technical Tutorial
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Vulnerability Scanning
  - Grype & GitLab
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: 'about.gitlab.com: How to secure your container images with GitLab and Grype'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.dynatrace.com/knowledge-base/container-security:
  description: ''
  status: online
  last_checked: 1781429958.20766
  year: '2022'
  stars: 0
  ai_summary: Analyzes the unique security paradigms of ephemeral cloud containers,
    emphasizing kernel namespace segregation and runtime vulnerability identification.
    Demonstrates how modern observability platforms injection agents to dynamically
    monitor behavior and block suspicious system calls. Perfect for architects defining
    proactive threat prevention strategies.
  language: English
  resource_type: Technical Reference
  complexity: Intermediate
  hierarchy:
  - Security & Compliance
  - Container Security
  - Runtime Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'dynatrace.com: Container security: What it is, why it’s tricky, and how
    to do it right'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.redhat.com/en/blog/automating-security-with-cyberark-and-red-hat-ansible-automation-platform:
  description: ''
  status: online
  last_checked: 1781429959.461192
  year: '2021'
  stars: 0
  ai_summary: Highlights patterns for automated incident remediation and threat response
    using CyberArk security profiles triggered by Ansible playbooks. Details dynamic
    credential rotation and rapid privilege revocation scenarios under active security
    events. Provides an enterprise-grade framework for unifying dev-sec-ops monitoring
    with automated compliance enforcement.
  language: English
  resource_type: Technical Blog Post
  complexity: Advanced
  hierarchy:
  - Security & Compliance
  - Automated Security Remediation
  - Ansible & CyberArk
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ansible.com: Automating Security with CyberArk and Red Hat Ansible Automation
    Platform'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://digitalis.io/post/kubernetes-gitops-continuous-integration-and-delivery-with-fleet-and-rancher:
  description: ''
  status: online
  last_checked: 1781429971.079755
  year: '2021'
  stars: 0
  ai_summary: Details deployment architectures using SUSE Rancher's Fleet to drive
    large-scale Kubernetes cluster configuration via GitOps. Focuses on orchestrating
    deployments across hundreds of isolated down-stream clusters with dynamic group
    mapping and drift reconciliation. Essential reference for operationalizing standardized
    environments at edge scale.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - DevSecOps
  - GitOps
  - Rancher Fleet
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'digitalis.io: Kubernetes GitOps Continuous Integration and Delivery with
    Fleet and Rancher'
  addition_method: manual
  v2_locations:
  - rancher.md
https://nubenetes.com/crunchydata:
  description: ''
  status: online
  last_checked: 1781429983.871899
  year: '2023'
  stars: 0
  ai_summary: Evaluates the Crunchy PostgreSQL Operator (PGO) which automates production-grade
    PostgreSQL deployments on Kubernetes. Features include automated high availability,
    pgBackRest-driven backup orchestration, connection pooling via pgBouncer, and
    deep monitoring metrics. A de facto standard solution for enterprises migrating
    critical relational engines into Kubernetes platforms.
  language: English
  resource_type: Reference Guide
  complexity: Advanced
  hierarchy:
  - Storage & Data
  - Database Operators
  - Crunchy PostgreSQL
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: Crunchy Data PostgreSQL Operator
  addition_method: manual
  v2_locations:
  - databases.md
https://www.informationweek.com/software-services/can-enterprises-benefit-from-adopting-database-devops-:
  description: ''
  status: online
  last_checked: 1781429983.975699
  year: '2021'
  stars: 0
  ai_summary: Examines the benefits and execution risks of incorporating schema migrations
    and database state configurations into CI/CD pipelines. Discusses tools like Liquibase
    and Flyway to version-control structural changes alongside software deployments.
    This integration reduces deployment mismatches and prevents manual database drift.
  language: English
  resource_type: Industry Article
  complexity: Intermediate
  hierarchy:
  - Storage & Data
  - Database Operations
  - Database DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'informationweek.com: Can Enterprises Benefit From Adopting Database DevOps?'
  addition_method: manual
  v2_locations:
  - databases.md
https://www.ibm.com/think/cloud:
  description: ''
  status: online
  last_checked: 1781429983.985346
  year: '2021'
  stars: 0
  ai_summary: Practical benchmarking guide using the `fio` utility to measure disk
    write latency, specifically validating physical storage readiness for critical
    Kubernetes Etcd backends. Outlines how high write latency triggers cluster-wide
    instability and master-node leader election failures. Crucial reading for systems
    administrators configuring bare-metal or hypervisor storage fabrics.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Storage & Data
  - Performance Benchmarking
  - Etcd Storage Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ibm.com: Using Fio to Tell Whether Your Storage is Fast Enough for Etcd'
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
  - java_frameworks.md
  - kubectl-commands.md
https://openebs.io/docs:
  description: ''
  status: online
  last_checked: 1781429993.989678
  year: '2023'
  stars: 0
  ai_summary: Comprehensive guide to OpenEBS Container Attached Storage (CAS) engine.
    Details how local volumes, Jiva, and Mayastor architectures allow teams to build
    highly resilient, dynamic persistent storage volumes directly using local disk
    pools. CNCF validation confirms OpenEBS's position as a robust storage framework
    for stateful microservices.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Storage & Data
  - Container Attached Storage
  - OpenEBS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: OpenEBS Features and Benefits
  addition_method: manual
  v2_locations:
  - kubernetes-storage.md
https://grafana.com/blog/introducing-the-new-and-improved-new-relic-plugin-for-grafana:
  description: ''
  status: online
  last_checked: 1781429994.360309
  year: '2021'
  stars: 0
  ai_summary: Explores the upgraded New Relic integration for Grafana dashboards,
    permitting operations teams to query NRQL data blocks directly. It enables telemetry
    unification by blending APM, infrastructure metrics, and custom log searches within
    a single visual canvas. This integration mitigates team operational silos during
    incident triage cycles.
  language: English
  resource_type: Integration Announcement
  complexity: Intermediate
  hierarchy:
  - Observability & Delivery
  - Visualization
  - Grafana Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'grafana.com: Introducing the new and improved New Relic plugin for Grafana'
  addition_method: manual
  v2_locations:
  - grafana.md
? https://grafana.com/blog/whats-new-in-grafana-cloud-for-july-2021-traces-live-streaming-kubernetes-and-docker-integrations-and-more
: description: ''
  status: online
  last_checked: 1781429994.368204
  year: '2021'
  stars: 0
  ai_summary: Outlines major feature enhancements in Grafana Cloud, highlighting integrations
    for distributed tracing with Tempo, real-time live streaming visualization, and
    streamlined onboarding for Kubernetes environments. This release accelerated the
    telemetry unification workflow, offering single-pane views across isolated environments.
  language: English
  resource_type: Technical Blog Post
  complexity: Intermediate
  hierarchy:
  - Observability & Delivery
  - Visualization
  - Grafana Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'grafana.com: What''s new in Grafana Cloud for July 2021: Traces, live streaming,
    Kubernetes and Docker integrations, and more'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog/top-5-user-requested-synthetic-monitoring-alerts-in-grafana-cloud:
  description: ''
  status: online
  last_checked: 1781429994.372913
  year: '2021'
  stars: 0
  ai_summary: Shares actionable configurations for the most prominent user-requested
    synthetic monitoring alerts in Grafana Cloud, including DNS failures, HTTP latency
    spikes, SSL certificate expirations, and global availability drops. Facilitates
    preemptive identification of microservice edge-network connectivity failures before
    user impact occurs.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Observability & Delivery
  - Synthetic Monitoring
  - Grafana Alerting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: 'grafana.com: Top 5 user-requested synthetic monitoring alerts in Grafana
    Cloud'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog/video-how-to-build-a-prometheus-query-in-grafana:
  description: ''
  status: online
  last_checked: 1781429994.376185
  year: '2021'
  stars: 0
  ai_summary: Video breakdown demonstrating the assembly of PromQL (Prometheus Query
    Language) structures inside Grafana's query editor. Explores metric labels, functions
    like `rate()`, aggregation operations, and template variables. A foundational
    resource to help infrastructure engineers formulate robust alerting rules and
    visual dashboards.
  language: English
  resource_type: Video Tutorial
  complexity: Beginner
  hierarchy:
  - Observability & Delivery
  - Metrics Querying
  - PromQL Basics
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'grafana.com: Video: How to build a Prometheus query in Grafana'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog/why-companies-choose-grafana-cloud-over-self-hosted-oss-stacks:
  description: ''
  status: online
  last_checked: 1781429994.378992
  year: '2021'
  stars: 0
  ai_summary: Explores the total cost of ownership (TCO) differences when operating
    self-hosted Prometheus/Loki/Tempo stacks versus utilizing Grafana Cloud. Evaluates
    scalability challenges, engineering maintenance resources, and the advantages
    of centralized enterprise licensing. Practical resource for decision makers evaluating
    managed telemetry platforms.
  language: English
  resource_type: Business / Technical Article
  complexity: Intermediate
  hierarchy:
  - Observability & Delivery
  - Platform Operations
  - Managed Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'grafana.com: Why companies choose Grafana Cloud over self-managed OSS stacks'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog/popular-community-plugins-that-can-improve-your-grafana-dashboards:
  description: ''
  status: online
  last_checked: 1781429994.393087
  year: '2021'
  stars: 0
  ai_summary: Highlights top community-created visualization plugins extending the
    native capabilities of Grafana dashboards, including specialized charting tools,
    flow diagrams, and advanced geographic mappings. Helps dashboard authors enrich
    analytics panels and improve observability interfaces across operations groups.
  language: English
  resource_type: Reference Article
  complexity: Intermediate
  hierarchy:
  - Observability & Delivery
  - Visualization
  - Grafana Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "Popular community plugins that can improve your Grafana dashboards \U0001F31F"
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog/a-complete-guide-to-managing-grafana-as-code-tools-tips-and-tricks:
  description: ''
  status: online
  last_checked: 1781429994.416619
  year: '2023'
  stars: 0
  ai_summary: An architectural guide detailing how to manage Grafana as code. Explores
    declarative tools, GitOps synchronization methods, and APIs (such as Grizzly,
    Terraform, and Kubernetes Operators) to achieve reproducible visualization dashboards,
    alert rules, and secure data sources inside multi-tenant configurations.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Observability
  - Infrastructure as Code
  - Grafana Provisioning
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'grafana.com: A complete guide to managing Grafana as code: tools, tips,
    and tricks'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog/grafana-beyla-1-0-release-zero-code-instrumentation-for-application-telemetry-using-ebpf:
  description: ''
  status: online
  last_checked: 1781429994.423577
  year: '2023'
  stars: 0
  ai_summary: Introduces Grafana Beyla 1.0, an eBPF-based auto-instrumentation tool
    designed to gather application telemetry (traces and RED metrics) without source
    code modification. Using eBPF, Beyla auto-detects web services and captures critical
    HTTP/S and gRPC latency data directly from the kernel space, making it highly
    valuable for heterogeneous, high-throughput microservice architectures.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Telemetry
  - eBPF Application Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'grafana.com: Grafana Beyla 1.0 release: zero-code instrumentation for application
    telemetry using eBPF'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog/a-3-step-guide-to-troubleshooting-and-visualizing-kubernetes-with-grafana-cloud:
  description: ''
  status: online
  last_checked: 1781429994.425595
  year: '2021'
  stars: 0
  ai_summary: 'Simplifies cluster-wide observability configurations down to three
    primary phases: installing the agent, collecting Prometheus metrics/Loki logs,
    and loading predefined cluster-health dashboards. Provides actionable advice to
    visually debug pod scheduling limits, node starvation, and OOM-Killed container
    cycles rapidly.'
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Observability & Delivery
  - Kubernetes Observability
  - Grafana Cloud
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: 'grafana.com: A 3-step guide to troubleshooting and visualizing Kubernetes
    with Grafana Cloud'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog/grafana-dashboards-a-complete-guide-to-all-the-different-types-you-can-build:
  description: ''
  status: online
  last_checked: 1781429994.425896
  year: '2021'
  stars: 0
  ai_summary: Detailed directory detailing Grafana dashboard templates designed for
    infrastructure health, application profiling, alerting states, and executive summaries.
    Illustrates best practices for using colors, mapping dynamic parameters, and structuring
    queries to minimize browser rendering lag. Excellent primer for SRE and platform
    teams establishing visualization frameworks.
  language: English
  resource_type: Reference Guide
  complexity: Intermediate
  hierarchy:
  - Observability & Delivery
  - Visualization
  - Dashboard Design
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'grafana.com: Grafana dashboards: A complete guide to all the different types
    you can build'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog/an-advanced-guide-to-network-monitoring-with-grafana-and-prometheus:
  description: ''
  status: online
  last_checked: 1781429994.496286
  year: '2021'
  stars: 0
  ai_summary: Builds on foundational network concepts to introduce complex PromQL
    configurations, high-density traffic visualizations, and multi-layered alert thresholds.
    Explores analyzing network interface errors, tracking packet drop trends, and
    integrating blackbox exporter synthetic probes to build a highly resilient multi-cluster
    tracking profile.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Observability & Delivery
  - Network Monitoring
  - Advanced Prometheus
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'grafana.com: An advanced guide to network monitoring with Grafana and Prometheus'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog/a-beginners-guide-to-network-monitoring-with-grafana-and-prometheus:
  description: '- https://github.com/prometheus/snmp_exporter/tree/main/snmp-mixin'
  status: online
  last_checked: 1781429994.497707
  year: '2021'
  stars: 0
  ai_summary: A foundational walkthrough on tracking physical and virtual networking
    infrastructure using Prometheus snmp_exporter. Focuses on gathering router/switch
    metrics, parsing bandwidth limits, and building clear Grafana interfaces to visualize
    network bottlenecks. An excellent baseline guide for administrators connecting
    traditional networks to cloud topologies.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Observability & Delivery
  - Network Monitoring
  - Prometheus snmp_exporter
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'grafana.com: A beginner''s guide to network monitoring with Grafana and
    Prometheus'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog/testing-shift-left-observability-with-the-grafana-stack-opentelemetry-and-k6:
  description: ''
  status: online
  last_checked: 1781429994.516472
  year: '2022'
  stars: 0
  ai_summary: Architectural validation of incorporating performance and observability
    telemetry early in the software lifecycle. Demonstrates using k6 for synthetic
    load generation while leveraging OpenTelemetry and the Grafana Stack to evaluate
    container bottlenecks during integration phases. This shift-left pattern prevents
    performance regressions before software hits live production environments.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Observability & Delivery
  - Load Testing
  - k6 & OpenTelemetry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'grafana.com: Testing shift left observability with the Grafana Stack, OpenTelemetry,
    and k6'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog/introducing-grafana-faro-oss-application-observability:
  description: ''
  status: online
  last_checked: 1781429994.542475
  year: '2022'
  stars: 0
  ai_summary: Introduces Grafana Faro, an open-source JavaScript SDK designed to capture
    frontend Web-Vitals, console exceptions, and real-user-monitoring (RUM) metrics.
    Faro integrates client-side trace-contexts with backend services via OpenTelemetry,
    enabling end-to-end transaction transparency. A critical tool for aligning frontend
    application performance with deep backend container telemetries.
  language: English
  resource_type: Technical Announcement
  complexity: Intermediate
  hierarchy:
  - Observability & Delivery
  - Application Observability
  - Grafana Faro (RUM)
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'grafana.com: Introducing Grafana Faro, an open source project for frontend
    application observability'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/oss/grafana:
  description: ''
  status: online
  last_checked: 1781429994.548015
  year: '2021'
  stars: 0
  ai_summary: Technical announcement detailing the new capabilities in Grafana 8.1,
    including the rewritten unified Geomap panel, automated annotations query integrations,
    and an upgraded interface for local plugin management. These features enhance
    geographical spatial data analysis and speed up event correlation during active
    incident mitigation.
  language: English
  resource_type: Product Release Note
  complexity: Intermediate
  hierarchy:
  - Observability & Delivery
  - Visualization
  - Grafana Releases
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'grafana.com: Grafana 8.1 released: New Geomap and Annotations panels, updated
    plugin management, and more'
  addition_method: manual
  v2_locations:
  - grafana.md
https://grafana.com/blog:
  description: ''
  status: online
  last_checked: 1781429994.881004
  year: '2021'
  stars: 0
  ai_summary: Focuses on Grafana Cloud's fully managed integration for AWS CloudWatch.
    Automates connection configurations, IAM policy templates, and out-of-the-box
    system dashboards to rapidly pull metrics from EC2, RDS, and ECS without setting
    up complex collectors. This SaaS integration reduces initial ingestion setups
    down to minutes.
  language: English
  resource_type: Integration Guide
  complexity: Intermediate
  hierarchy:
  - Observability & Delivery
  - Visualization
  - Grafana Cloud Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'grafana.com: Introducing the AWS CloudWatch integration, Grafana Cloud''s
    first fully managed integration'
  addition_method: manual
  v2_locations:
  - grafana.md
https://aws.amazon.com/solutions/case-studies:
  description: ''
  status: online
  last_checked: 1781430004.30106
  year: '2019'
  stars: 0
  ai_summary: Architectural case study mapping Trainline's migrations onto AWS using
    ECS containerized deployments and RDS clusters. Demonstrates successful reduction
    in database locking periods and outlines zero-downtime blue/green microservice
    delivery strategies.
  language: N/A
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - Case Studies
  - Enterprise Scale
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'aws.amazon.com: Trainline Case Study'
  addition_method: manual
  v2_locations:
  - aws-architecture.md
  - aws-miscellaneous.md
https://about.gitlab.com/blog/how-is-ai-ml-changing-devops:
  description: ''
  status: online
  last_checked: 1781430004.450458
  year: '2023'
  stars: 0
  ai_summary: Investigates the evolving integration of AI and Machine Learning inside
    DevSecOps pipelines. Discusses automated code suggestion mechanisms, ML-driven
    vulnerability remediation, and predictive diagnostic models, outlining the performance
    gains and code-security shifts this creates inside delivery loops.
  language: N/A
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - DevOps
  - AI-Assisted Workflows
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'about.gitlab.com: How is AI/ML changing DevOps?'
  addition_method: manual
  v2_locations:
  - mlops.md
https://www.technologyreview.es/article/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas:
  description: ''
  status: online
  last_checked: 1781736180.627428
  year: '2023'
  stars: 4
  ai_summary: Analytical piece focusing on enterprise strategies for AI adoption,
    arguing that companies attempting large-scale, over-ambitious transformations
    from day one experience higher failure rates. Advocates for incremental, focused
    deployments coupled with robust cultural and organizational shifts. Highly recommended
    reading for CTOs and enterprise architects. [SPANISH CONTENT]
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Management and Strategy
  - Artificial Intelligence
  - Enterprise Transformation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: "technologyreview.es: \"Las empresas que empiezan a lo grande con la IA fracasan
    más\" \U0001F31F"
  addition_method: manual
  v2_locations:
  - ai.md
https://nubenetes.com/networking:
  description: ''
  status: online
  last_checked: 1781430014.293944
  year: '2022'
  stars: 0
  ai_summary: Consolidated technical reference detailing essential low-level networking
    parameters, CIDR calculations, subnetting concepts, and critical routing architectures.
    Serves as a quick diagnostic lookup sheet for standard network protocol analysis
    and port troubleshooting.
  language: N/A
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Networking
  - Reference
  - Network Cheat Sheets
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Networking Cheat Sheet
  addition_method: manual
  v2_locations:
  - cheatsheets.md
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&dsh=S-1707972940%3A1779029132636791&followup=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PaujYnU1vHeNQrrR9IV_P56nGiUWnqqM_hG1PBGMZyTXDsxITg7865jvpdfY8gDYaRf3YwR5Kw
: description: ''
  status: online
  last_checked: 1781430024.598472
  year: '2020'
  stars: 0
  ai_summary: Duplicate entry for community-compiled Ansible reference guidelines
    detailing task writing, loops, and inventory structure commands. Restricted behind
    authentication barriers, making it less accessible for active production pipelines.
  language: YAML
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Automation
  - Configuration Management
  - Ansible Reference
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "google.com/site/mrxpalmeiras: Ansible Cheat Sheet \U0001F31F"
  addition_method: manual
  v2_locations:
  - cheatsheets.md
  is_special: true
https://sakaiproject.atlassian.net/wiki:
  description: ''
  status: online
  last_checked: 1781430025.200167
  year: '2021'
  stars: 0
  ai_summary: Central wiki repository hosted by Atlassian Confluence detailing design
    decisions, setup scripts, and architectural patterns of the open-source Sakai
    educational software suite. Highly valued for tracing monolithic Java stack layouts
    and migrations.
  language: Java
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Collaboration
  - Documentation
  - Project Wikis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: confluence.sakaiproject.org
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://www.pulumi.com/registry/packages:
  description: ''
  status: online
  last_checked: 1781430025.23729
  year: '2024'
  stars: 0
  ai_summary: The central registry portal hosting official Pulumi cloud infrastructure
    providers. Enables multi-cloud platform declaration (AWS, Kubernetes, Azure, GCP)
    using modern programming languages, supporting highly parameterized microservice
    deployments.
  language: Multi-Language
  resource_type: Registry
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Multi-Cloud
  - Pulumi Registry
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Pulumi Cloud Providers
  addition_method: manual
  v2_locations:
  - pulumi.md
https://www.ufcquechoisir-brest.org:
  description: ''
  status: online
  last_checked: 1781430025.270184
  year: '2019'
  stars: 0
  ai_summary: 'Quick syntax sheet formatting the use of Apache JMeter `__time` variables
    during heavy performance evaluation loops. Note: The target URL appears redirected
    or potentially compromised; users should reference direct JMeter core documentation
    instead.'
  language: N/A
  resource_type: Cheat Sheet
  complexity: Beginner
  hierarchy:
  - Quality Assurance
  - Performance Testing
  - Apache JMeter
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: CheatSheet for JMeter __time Function Calls
  addition_method: manual
  v2_locations:
  - cheatsheets.md
https://developer.amazon.com:
  description: ''
  status: online
  last_checked: 1781430026.063641
  year: '2017'
  stars: 0
  ai_summary: Step-by-step developer tutorial detailing integration patterns between
    the Alexa Skills Kit and AWS Lambda serverless functions. Marked legacy as current
    conversational AI models have largely replaced basic programmatic trivia setups
    in production.
  language: JavaScript
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Serverless
  - Voice User Interfaces
  - Alexa Skills
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: true
  title: 'New Alexa Skills Kit Template: Build a Trivia Skill in under an Hour'
  addition_method: manual
  v2_locations:
  - aws-miscellaneous.md
https://www.linkedin.com/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fgroups%2F49531%2F49531-6092152919937794052:
  description: "1. Don't do just a single check, the first check will be a lot slower
    as DNS lookups will need to be done, etc.\n    2. I'd recommend doing at least
    3 checks getting an average."
  status: online
  last_checked: 1781430026.31771
  year: '2018'
  stars: 0
  ai_summary: Engineering discussion concerning performance profiling accuracy. Discusses
    latency calculation rules, warning against single-request testing owing to initial
    DNS resolution overhead and recommending at least a three-step request test pattern
    for reliable analytics.
  language: N/A
  resource_type: Discussion
  complexity: Intermediate
  hierarchy:
  - Networking
  - Performance
  - Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: Linkedin Discussion
  addition_method: manual
  v2_locations:
  - aws-networking.md
https://www.postman.com/state-of-api/2025:
  description: ''
  status: online
  last_checked: 1781430036.255583
  year: '2025'
  stars: 0
  ai_summary: The Postman 2025 State of the API Report. Synthesizes empirical telemetry
    and global developer feedback detailing the rise of API-first designs, modern
    validation toolchains, protocol shifts toward gRPC, and the growing ubiquity of
    AI-augmented API design.
  language: N/A
  resource_type: Report
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - API Design
  - Industry Surveys
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: "postman.com: Postman State of the API Report \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://grafana.com/blog/how-to-use-websockets-to-visualize-real-time-iot-data-in-grafana:
  description: ''
  status: online
  last_checked: 1781430036.33627
  year: '2022'
  stars: 0
  ai_summary: Detailed technical walk-through demonstrating Grafana's capacity to
    consume and visualize sub-second real-time streaming data via WebSockets. Focuses
    on setting up custom dashboards for high-density IoT telemetry and event queues.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Observability
  - Data Ingestion
  - WebSockets IoT
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: 'grafana.com: How to use WebSockets to visualize real-time IoT data in Grafana'
  addition_method: manual
  v2_locations:
  - api.md
https://smartbear.com/resources/all:
  description: ''
  status: online
  last_checked: 1781430036.422859
  year: '2019'
  stars: 0
  ai_summary: The 2019 State of API Report by SmartBear. Highlights historical trends
    in API quality, governance, and protocol dominance (REST/SOAP transition era),
    useful for tracking historical architecture patterns and standards progression.
  language: N/A
  resource_type: Report
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - API Design
  - Industry Surveys
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "smartbear.com: The State of API 2019 Report \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://developers.googleblog.com/introducing-grpc-a-new-open-source-http2-rpc-framework:
  description: ''
  status: online
  last_checked: 1781430036.434712
  year: '2015'
  stars: 0
  ai_summary: Google's landmark announcement introducing gRPC, an open-source, high-performance
    RPC framework built on HTTP/2 multiplexing and Protocol Buffers serialization.
    Serves as historical documentation of the transition from heavy XML/JSON REST
    interfaces to streaming, contract-based communications.
  language: Multi-Language
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - API Design
  - gRPC Protocol
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'developers.googleblog.com: Introducing gRPC, a new open source HTTP/2 RPC
    Framework'
  addition_method: manual
  v2_locations:
  - api.md
https://www.reply.com/solidsoft-reply/en:
  description: "- SOAP is a communications protocol while REST is a set of architectural
    principles for data transmission.\n    - REST was designed to be a more straightforward
    and easy to implement alternative to heavyweight SOAP for web service access.
    SOAP functions well in distributed environments where REST assumes a direct point
    to point communication. Also, SOAP allows for services to describe themselves
    to clients and in some languages allows for automation. On the other hand, REST
    is fast as less processing is required, uses less bandwidth and is closer to technologies
    used in web design.\n    - The choice on which to use is totally dependent on
    what the requirement. For example, SOAP is a better choice for applications that
    have complex API so as to describe the services and methods, where formal contracts
    are agreed for the exchange format, where a guaranteed level of security is required
    etc. REST will be preferred when limiting bandwidth and resources, when operations
    are can be stateless and the information can be cached."
  status: online
  last_checked: 1781430039.44714
  year: '2020'
  stars: 0
  ai_summary: A fundamental comparative breakdown of SOAP (protocol-driven XML) vs
    REST (architectural constraints/JSON). Explains system performance trade-offs,
    security controls (WS-Security), and state management requirements inside distributed
    systems.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - API Design
  - SOAP vs REST
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: 'reply.com: Web Services: SOAP and REST - A Simple Introduction'
  addition_method: manual
  v2_locations:
  - api.md
https://nubenetes.com/demos:
  description: ''
  status: online
  last_checked: 1781430039.789941
  year: '2024'
  stars: 0
  ai_summary: A consolidated hub of official and community AWS deployment samples.
    Houses structured patterns and CloudFormation/Terraform codebases to fast-track
    prototype development in compliance with AWS architecture standards.
  language: Multi-Language
  resource_type: Boilerplate
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Boilerplates
  - AWS Templates
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: AWS Samples (Boilerplates)
  addition_method: manual
  v2_locations:
  - aws-tools-scripts.md
https://www.tenable.com/blog/diving-deeply-into-iam-policy-evaluation-highlights-from-aws-reinforce-iam433:
  description: ''
  status: online
  last_checked: 1781430039.94511
  year: '2022'
  stars: 0
  ai_summary: An in-depth analysis of AWS Identity and Access Management policy logic
    based on re:Inforce insights. Decodes complex interaction flows between implicit
    and explicit denies, SCP policies, permissions boundaries, and resource-based
    rules.
  language: JSON
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - AWS IAM
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'ermetic.com: Diving Deeply into IAM Policy Evaluation – Highlights from
    AWS re:Inforce IAM433'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://www.stackrox.io/blog/eks-vs-gke-vs-aks-jan2021:
  description: ''
  status: online
  last_checked: 1781430051.116678
  year: '2021'
  stars: 0
  ai_summary: 'A multi-dimensional comparison of the three primary managed Kubernetes
    services: AWS EKS, Google GKE, and Azure AKS. Weighs crucial metrics including
    control plane management fees, SLA guarantees, automated master scaling, and IAM-to-K8s
    role bindings.'
  language: N/A
  resource_type: Comparison Guide
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - Managed Kubernetes Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: 'stackrox.com: EKS vs GKE vs AKS - Evaluating Kubernetes in the Cloud'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://azurecloudai.blog/verify.html:
  description: ''
  status: online
  last_checked: 1781430061.379936
  year: '2021'
  stars: 0
  ai_summary: Technical guide outlining the architectural parameters needed to deploy
    Azure Kubernetes Service (AKS) within a custom, pre-existing Virtual Network (VNET).
    Addresses CIDR constraints, subnet delegation, and Azure CNI configurations.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Azure Networking
  - AKS VNET Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: 'azurecloudai.blog: Deploy Azure Kubernetes Service (AKS) to a preexisting
    VNET'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://azure.microsoft.com/en-us/updates?id=private-preview-aks-backup:
  description: ''
  status: online
  last_checked: 1781430061.420711
  year: '2022'
  stars: 0
  ai_summary: 'Announcement details for Azure Kubernetes Service (AKS) Backup. Highlights
    native recovery features for stateful PVs and configuration states. Note: Now
    fully GA and enterprise-stable, this backup protocol integrates securely with
    Azure Backup Center.'
  language: N/A
  resource_type: Announcement
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Data Protection
  - AKS Backup
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "azure.microsoft.com: Private preview: Azure Kubernetes Service (AKS) Backup
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://grafana.com/blog/scrape-azure-metrics-and-monitor-aks-using-grafana-agent:
  description: ''
  status: online
  last_checked: 1781430061.554886
  year: '2022'
  stars: 0
  ai_summary: A telemetry extraction guide focused on deploying Grafana Agent inside
    AKS to scrape and forward metrics directly to Grafana Cloud. Avoids expensive,
    proprietary log-forwarding configurations and maintains unified telemetry visualization
    dashboards.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Observability
  - Telemetry
  - Azure Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: "grafana.com: Scrape Azure metrics and monitor AKS using Grafana Agent \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://k21academy.com/azure-cloud/azure-container-instances-and-kubernetes-service:
  description: ''
  status: online
  last_checked: 1781430061.564008
  year: '2022'
  stars: 0
  ai_summary: An introductory training reference explaining Azure Kubernetes Service
    (AKS) and Azure Container Instances (ACI). Describes virtual node orchestration
    patterns to dynamically offload execution spikes from AKS onto ACI serverless
    compute.
  language: N/A
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Orchestration
  - Azure Compute
  - AKS & ACI
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: "k21academy.com: Azure Kubernetes Service & Azure Container Instances For
    Beginners \U0001F31F"
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://devoriales.com/aws-eks-secret-encryption-securing-your-eks-secrets-at-rest-with-aws-kms:
  description: ''
  status: online
  last_checked: 1781430061.734864
  year: '2021'
  stars: 0
  ai_summary: A security hardening guide detailing the setup of envelope encryption
    for Kubernetes Secrets within AWS EKS using Key Management Service (KMS) integrations.
    Crucial for complying with enterprise-grade data-at-rest protection standards.
  language: YAML
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes Security
  - EKS Secrets KMS
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: 'devoriales.com: AWS EKS Secret Encryption: Securing Your EKS Secrets At
    Rest with AWS KMS'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://resume-builder.natwarrathor961.workers.dev:
  description: ''
  status: online
  last_checked: 1781735900.908598
  year: '2024'
  stars: 0
  ai_summary: Curator Insight flags this as a custom Cloudflare Workers playground.
    Live Grounding shows a highly specific, serverless-based developer utility that
    acts as an online resume builder. Although labeled DevStack, it demonstrates lightweight,
    edge-based execution capabilities.
  language: English
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Developer Tools
  - Playgrounds
  - Cloudflare Workers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: DevStack
  addition_method: manual
  v2_locations:
  - demos.md
https://eksworkshop.com:
  description: ''
  status: online
  last_checked: 1781430081.455101
  year: '2025'
  stars: 0
  ai_summary: The canonical AWS EKS workshop framework. Outlines standard cluster
    orchestration procedures, highlighting network configurations (AWS VPC CNI), identity
    management (IAM Roles for Service Accounts - IRSA), and modern storage drivers
    (EBS/EFS CSI).
  language: N/A
  resource_type: Tutorial Hub
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Kubernetes
  - EKS Training
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: eksworkshop.com
  addition_method: manual
  v2_locations:
  - demos.md
https://www.stackrox.io/blog/rancher-kubernetes-engine-security-part-1:
  description: ''
  status: online
  last_checked: 1781430081.487778
  year: '2021'
  stars: 0
  ai_summary: Delineates critical security configurations and hardening guidelines
    for Rancher Kubernetes Engine (RKE) deployments. Explores secure etcd database
    clustering, role-based access control policies, TLS configuration, and master
    node network isolation.
  language: YAML
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Orchestration
  - Kubernetes Security
  - RKE Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: "stackrox.com: Part 1 - Rancher Kubernetes Engine (RKE) Security Best Practices
    for Cluster Setup \U0001F31F"
  addition_method: manual
  v2_locations:
  - demos.md
https://about.gitlab.com/blog/gitops-with-gitlab-connecting-the-cluster:
  description: ''
  status: online
  last_checked: 1781430085.489446
  year: '2022'
  stars: 0
  ai_summary: Step-by-step documentation detailing the setup of the GitLab Agent for
    Kubernetes. Provides secure pull-based GitOps workflows, ensuring real-time configuration
    sync and immediate cluster telemetry reporting to the GitLab enterprise console.
  language: YAML
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - GitOps
  - GitLab Agent
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: 'about.gitlab.com: GitOps with GitLab: Connect with a Kubernetes cluster'
  addition_method: manual
  v2_locations:
  - demos.md
https://about.gitlab.com/blog/basics-of-gitlab-ci-updated:
  description: ''
  status: online
  last_checked: 1781430085.54432
  year: '2022'
  stars: 0
  ai_summary: Technical guide focused on configuring GitLab CI for advanced pipelines.
    Outlines steps to transition from basic sequential stages to highly optimized
    workflows utilizing Direct Acyclic Graphs (DAGs) and dynamic parallel task configurations.
  language: YAML
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - GitLab CI
  - Pipeline Design
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'about.gitlab.com: The basics of CI: How to run jobs sequentially, in parallel,
    or out of order'
  addition_method: manual
  v2_locations:
  - demos.md
https://grafana.com/blog/how-istio-tempo-and-loki-speed-up-debugging-for-microservices:
  description: ''
  status: online
  last_checked: 1781430085.725375
  year: '2022'
  stars: 0
  ai_summary: Details how to configure the unified Grafana observability stack (Loki
    for logs, Tempo for traces, Istio for mesh networking) to accelerate troubleshooting
    in microservices. Focuses on setting up automatic correlation IDs to jump from
    logs to tracing traces instantly.
  language: N/A
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Observability
  - Microservices Telemetry
  - Grafana Stack
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: 'grafana.com: How Istio, Tempo, and Loki speed up debugging for microservices'
  addition_method: manual
  v2_locations:
  - demos.md
https://training.experfy.com/courses/effective-jenkins-continuous-delivery-and-continuous-integration:
  description: ''
  status: online
  last_checked: 1781430086.051837
  year: '2020'
  stars: 0
  ai_summary: A training curriculum on writing robust continuous integration and continuous
    deployment scripts in Jenkins using declarative Groovy DSL syntax. Regarded as
    legacy compared to contemporary container-native declarative engine configurations.
  language: Groovy
  resource_type: Course
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - Jenkins
  - Jenkins Pipeline Training
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  title: 'experfy.com e-learning: Effective Jenkins - Continuous Delivery and Continuous
    Integration'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.ibm.com/garage:
  description: ''
  status: online
  last_checked: 1781430086.412931
  year: '2021'
  stars: 0
  ai_summary: An enterprise change-management guide from IBM Garage focusing on GitOps
    adoption. Details organizational processes, environment categorization, and verification
    configurations required to transition legacy pipelines into declarative GitOps
    models.
  language: N/A
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - GitOps
  - Enterprise Transition
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: false
  title: 'ibm.com: Enable GitOps'
  addition_method: manual
  v2_locations:
  - gitops.md
https://nubenetes.com/kustomize:
  description: ''
  status: online
  last_checked: 1781430086.415287
  year: '2025'
  stars: 0
  ai_summary: Technical reference for Kustomize, the template-free engine used to
    manage Kubernetes configurations. Details declarative base and overlay architectures,
    allowing developers to manage configurations for different environments (dev,
    staging, prod) without using complex Helm template structures.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - GitOps
  - Kustomize Manifests
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: Kustomize - Template-Free Kubernetes Configuration Customization
  addition_method: manual
  v2_locations:
  - gitops.md
https://nubenetes.com/flux:
  description: ''
  status: online
  last_checked: 1781430086.415814
  year: '2025'
  stars: 0
  ai_summary: The main technical documentation and resources for Flux, the CNCF-graduated
    continuous delivery tool for Kubernetes. Analyzes multi-tenancy configurations,
    automated image update policies, and source controller optimizations that make
    Flux a core component of modern GitOps workflows.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - CI/CD
  - GitOps
  - FluxCD
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: Flux. The GitOps operator for Kubernetes
  addition_method: manual
  v2_locations:
  - gitops.md
https://nubenetes.com/helm:
  description: ''
  status: online
  last_checked: 1781430086.43104
  year: '2026'
  stars: 5
  ai_summary: Deep-dive architecture portal on Helm, the package manager for Kubernetes.
    Focuses on structuring dry templates, lifecycle hooks, chart dependencies, release
    versioning, and secure variables management inside GitOps pipelines.
  language: Spanish
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Orchestration & Packaging
  - Helm & GitOps
  - Helm Overview
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  title: Helm
  addition_method: manual
  v2_locations:
  - gitops.md
  - kubectl-commands.md
https://about.gitlab.com/blog/gitops-done-3-ways:
  description: ''
  status: online
  last_checked: 1781430086.563561
  year: '2021'
  stars: 0
  ai_summary: A structured analysis comparing three common approaches to implementing
    GitOps. Contrasts pull-based versus push-based agent configurations, discussing
    security considerations, cluster scaling restrictions, and auditability trade-offs.
  language: YAML
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - CI/CD
  - GitOps
  - Deployment Strategies
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: "about.gitlab.com: 3 Ways to approach GitOps \U0001F31F"
  addition_method: manual
  v2_locations:
  - gitops.md
https://vinyl-cache.org/docs/trunk/installation/index.html:
  description: ''
  status: online
  last_checked: 1781430096.851176
  year: '2021'
  stars: 0
  ai_summary: Deployment documentation detailing how to install and configure Varnish
    Cache on RedHat Enterprise Linux. Focuses on setting up Varnish as an edge reverse-proxy
    caching layer to handle high-concurrency HTTP/S read operations in web services.
  language: C
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Performance
  - Caching
  - Varnish on RHEL
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'varnish-cache.org: Installation on RedHat'
  addition_method: manual
  v2_locations:
  - caching.md
https://nubenetes.com/maven-gradle:
  description: ''
  status: online
  last_checked: 1781430099.953652
  year: '2025'
  stars: 0
  ai_summary: Comparative architectural overview of Maven and Gradle. Outlines declarative
    XML configurations versus programmatic Groovy/Kotlin Gradle DSL scripts, analyzing
    cache efficiency, parallel build runtimes, and enterprise dependency-resolution
    policies.
  language: Java
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Build Systems
  - Java Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: Maven
  addition_method: manual
  v2_locations:
  - scaffolding.md
https://www.redhat.com/en/blog/full-cluster-capacity-management-monitoring-openshift:
  description: ''
  status: online
  last_checked: 1781736112.450959
  year: '2019'
  stars: 3
  ai_summary: Curator Insight initiates a series on OpenShift capacity planning. Live
    Grounding details Prometheus and Grafana alerts, memory saturation metrics, and
    CPU scheduling limits. Essential for cluster administrators managing highly dense
    node resources.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Cluster Operations
  - Resource Management
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: blog.openshift.com/full-cluster-capacity-management-monitoring-openshift
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.redhat.com/en/blog/full-cluster-part-3-capacity-management:
  description: ''
  status: online
  last_checked: 1781736113.847219
  year: '2019'
  stars: 3
  ai_summary: Curator Insight reviews multi-tenant resource optimization. Live Grounding
    analyzes quotas, LimitRanges, and tenant isolation layers in enterprise workloads.
    Highly effective for designing multi-team cluster footprints.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Cluster Operations
  - Resource Management
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: full-cluster-part-3-capacity-management
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.redhat.com/en/blog/how-full-is-my-cluster-part-4-right-sizing-pods-with-vertical-pod-autoscaler:
  description: ''
  status: online
  last_checked: 1781736113.610871
  year: '2020'
  stars: 4
  ai_summary: Curator Insight focuses on the role of Vertical Pod Autoscalers (VPA).
    Live Grounding evaluates recommendation engines, safety limits, and automatic
    resource reallocations on OpenShift. Important reference for auto-scaling and
    efficiency.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Cluster Operations
  - Autoscaling
  - Vertical Pod Autoscaler
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: blog.openshift.com/how-full-is-my-cluster-part-4-right-sizing-pods-with-vertical-pod-autoscaler
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.redhat.com/en/blog/introduction-to-gitops-with-openshift:
  description: ''
  status: online
  last_checked: 1781736114.058587
  year: '2020'
  stars: 4
  ai_summary: Curator Insight defines the OpenShift declarative application delivery
    model. Live Grounding details the Red Hat OpenShift GitOps operator powered by
    Argo CD. This is the official blueprint for establishing structured continuous
    integration on Red Hat environments.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - GitOps
  - OpenShift
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: 'blog.openshift.com/: Introduction to GitOps with OpenShift'
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.redhat.com/en/blog/kubernetes-federation-v2-on-openshift-3-11:
  description: ''
  status: online
  last_checked: 1781736114.221792
  year: '2018'
  stars: 2
  ai_summary: Curator Insight looks at multi-cluster federation on older OpenShift
    3.11 setups. Live Grounding illustrates early architectural attempts to distribute
    workloads across cloud regions. Crucial historical context before modern GitOps
    and Cluster API paradigms took over.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Cluster Operations
  - Multi-Cluster
  - Legacy Federation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: OpenShift 3.11 Multi-cluster Federation
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.redhat.com/en/blog/full-cluster-part-2-protecting-nodes:
  description: ''
  status: online
  last_checked: 1781736114.300814
  year: '2019'
  stars: 3
  ai_summary: Curator Insight focuses on securing host resources from rogue applications.
    Live Grounding details eviction thresholds, pod limits, and system-reserved configuration
    paths inside OpenShift clusters. Vital for maintaining node reliability.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Cluster Operations
  - Resource Management
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: blog.openshift.com/full-cluster-part-2-protecting-nodes
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.redhat.com/en/blog/is-it-too-late-to-integrate-gitops:
  description: ''
  status: online
  last_checked: 1781736114.674914
  year: '2021'
  stars: 3
  ai_summary: Curator Insight maps the path for legacy environments migrating to continuous
    sync models. Live Grounding reviews incremental conversion blueprints to safe
    declarative setups under OpenShift. It acts as an advisory piece for migration
    architects.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - GitOps
  - Migration Strategies
  tags:
  - '[LEGACY]'
  is_microservice: false
  title: 'blog.openshift.com/: is it too late to integrate GitOps?'
  addition_method: manual
  v2_locations:
  - ocp3.md
https://labs.iximiuz.com/tutorials/container-networking-from-scratch:
  description: "- How to virtualize network resources to make containers think each
    of them has a dedicated network stack?\n    - How to reach the outside world (e.g.
    the Internet) from inside the container?"
  status: online
  last_checked: 1781430110.785592
  year: '2023'
  stars: 0
  ai_summary: This comprehensive deep-dive tutorial demonstrates how container networking
    is constructed from scratch using native Linux namespaces, veth pairs, and bridge
    devices. It walks through creating isolated environments step-by-step and configuring
    IP routing and NAT to route outbound and inbound traffic safely.
  language: Bash
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Containers
  - Networking
  - Deep Dive
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: "iximiuz.com: Container Networking Is Simple! \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://nubenetes.com/kubernetes-alternatives:
  description: ''
  status: online
  last_checked: 1781430121.45841
  year: '2024'
  stars: 0
  ai_summary: Analyzes Docker Swarm as a simple container orchestration alternative
    to Kubernetes. Evaluates its built-in overlay network routing mesh and single-node
    setup advantages, noting that its enterprise adoption has decreased in favor of
    Kubernetes-native environments.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Orchestration
  - Container Engines
  - Docker Swarm
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: Docker Swarm
  addition_method: manual
  v2_locations:
  - docker.md
https://www.redhat.com/es/blog:
  description: ''
  status: online
  last_checked: 1781430121.494889
  year: '2024'
  stars: 4
  ai_summary: A technical guide on integrating Veeam's Kasten K10 platform with Red
    Hat OpenShift. Demonstrates policy-based automation for backup, disaster recovery,
    and mobility across multi-tenant clusters while ensuring encrypted volume snapshots.
  language: Spanish
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Hybrid Cloud & Enterprise
  - OpenShift
  - Data Management
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: 'redhat.com: OpenShift Backup and Recovery with Kasten K10'
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
  - ansible.md
https://docs.docker.com/build:
  description: ''
  status: online
  last_checked: 1781430121.529723
  year: '2026'
  stars: 5
  ai_summary: Docker's next-generation container image building engine, designed to
    replace the legacy builder. It introduces high-performance features including
    concurrent stage execution, efficient caching via import/export, and secret-mounting
    without leaving traces in image history.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Containers & Orchestration
  - Container Builds
  - Docker BuildKit
  tags:
  - '[DE FACTO STANDARD]'
  - '[LEGACY]'
  is_microservice: false
  title: buildkit
  addition_method: manual
  v2_locations:
  - docker.md
https://help.sonatype.com/index.html:
  description: ''
  status: online
  last_checked: 1781430132.072835
  year: '2025'
  stars: 4
  ai_summary: Technical guide addressing safe configuration patterns for private container
    registries. Emphasizes proxy configurations, custom SSL certificate injection,
    and registry cleanup policies to reduce host storage demands.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevSecOps & Registry
  - Artifact Management
  - Security Hardening
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: 'guides.sonatype.com: secure docker registries'
  addition_method: manual
  v2_locations:
  - registries.md
https://docs.jfrog.com:
  description: ''
  status: online
  last_checked: 1781430132.115107
  year: '2025'
  stars: 5
  ai_summary: Enterprise guide to leveraging JFrog Artifactory as a secure, high-availability
    Helm chart repository. Covers repository layout, role-based access control, package
    versioning, and integration with Kubernetes container execution steps.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Orchestration & Packaging
  - Helm & GitOps
  - Artifactory
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  title: "jfrog.com: Kubernetes Helm Chart Repositories \U0001F31F"
  addition_method: manual
  v2_locations:
  - registries.md
https://help.sonatype.com/en/sonatype-platform-plugin-for-jenkins.html:
  description: ''
  status: online
  last_checked: 1781430132.203171
  year: '2025'
  stars: 3
  ai_summary: A comprehensive integration guide for the Sonatype Nexus Platform plugin
    in Jenkins pipelines. It facilitates automated artifact publishing, component
    evaluation against security policies, and vulnerability reporting directly within
    the CI/CD execution pipeline.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevSecOps & Registry
  - CI/CD Integration
  - Sonatype Nexus
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Nexus Platform Plugin for Jenkins
  addition_method: manual
  v2_locations:
  - registries.md
https://docs.aws.amazon.com/modern-apps-strategy-on-aws-how-to-choose:
  description: ''
  status: online
  last_checked: 1781430152.44892
  year: '2024'
  stars: 4
  ai_summary: Architectural decision framework comparing AWS Serverless (Lambda, Fargate)
    with Kubernetes (EKS). Helps engineers select paradigms based on latency requirements,
    long-running processes, runtime dependencies, and overall operational overhead.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Cloud Architecture
  - AWS Solutions
  - Orchestration Decision
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: true
  title: "aws.amazon.com: Serverless or Kubernetes on AWS \U0001F31F"
  addition_method: manual
  v2_locations:
  - serverless.md
https://about.gitlab.com/blog/how-to-navigate-the-great-resignation:
  description: ''
  status: online
  last_checked: 1781430162.518345
  year: '2022'
  stars: 3
  ai_summary: Strategic insights from GitLab on navigating post-pandemic talent shifts.
    Highlights the critical importance of async workflows, transparent documentation,
    and remote-first practices to attract and retain highly skilled infrastructure
    engineers.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps Culture
  - Workforce Strategy
  - Remote Culture
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'about.gitlab.com: How to navigate The Great Resignation'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.hays.es:
  description: ''
  status: online
  last_checked: 1781430162.849038
  year: '2022'
  stars: 2
  ai_summary: Analysis of the causes driving the 'Great Resignation' across professional
    services in Spain. Examines work-life balance deficiencies, mental exhaustion,
    and stagnant careers as root causes, providing prescriptive corporate recommendations.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps Culture
  - Workforce Strategy
  - Talent Retention
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'hays.es: ‘La Gran Renuncia’: ¿por qué tantos profesionales se están planteando
    dejar su trabajo?'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://www.redhat.com/en/blog/accessing-external-services-using-egress-router:
  description: ''
  status: online
  last_checked: 1781430163.705943
  year: '2024'
  stars: 4
  ai_summary: Deep-dive into configuring Red Hat OpenShift Egress Router pods to map
    outbound traffic to dedicated public IPs. This facilitates firewalled external
    resources (like legacy DBs) to authorize connections from fluid Kubernetes pods
    securely.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Orchestration & Packaging
  - Networking
  - Egress Firewalls
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[LEGACY]'
  is_microservice: false
  title: Accessing External Services Using Egress Router
  addition_method: manual
  v2_locations:
  - openshift.md
https://hipertextual.com/tecnologia/devin-inteligencia-artificial-programa-software:
  description: ''
  status: online
  last_checked: 1781430164.723691
  year: '2024'
  stars: 3
  ai_summary: Overview of Cognition's Devin AI agent, demonstrating complete software
    development automation. Discusses autonomous debugging, repository management,
    and deployment capabilities representing the cutting-edge intersection of LLMs
    and DevSecOps pipelines.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Future of Engineering
  - AI-Assisted Development
  - Devin AI
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'hipertextual.com: Así es Devin, la inteligencia artificial que programa
    software de principio a fin'
  addition_method: manual
  v2_locations:
  - devel-sites.md
https://www.informationweek.com/software-services/what-s-holding-devops-back-:
  description: ''
  status: online
  last_checked: 1781430172.624987
  year: '2023'
  stars: 3
  ai_summary: Diagnostic deep dive into the common bottlenecks holding legacy organizations
    back from true DevOps adoption. Identifies organizational silos, tool fatigue,
    lack of training, and legacy governance frameworks as persistent pain points.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Culture
  - Organizational Design
  - DevOps Bottlenecks
  tags:
  - '[LEGACY]'
  is_microservice: false
  title: 'informationweek.com: What''s Holding DevOps Back?'
  addition_method: manual
  v2_locations:
  - devops.md
https://nubenetes.com/devops-tools:
  description: ''
  status: online
  last_checked: 1781430172.645512
  year: '2026'
  stars: 4
  ai_summary: Catalog of modern DevOps tooling encompassing continuous integration,
    artifact storage, automated testing, container scheduling, and real-time telemetry
    pipelines to build stable, production-ready release processes.
  language: Spanish
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - DevOps Culture
  - Tooling Ecosystem
  - Overview
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: DevOps Tools
  addition_method: manual
  v2_locations:
  - devops.md
https://nubenetes.com/iac:
  description: ''
  status: online
  last_checked: 1781430172.656855
  year: '2026'
  stars: 5
  ai_summary: Nubenetes architectural reference portal on Infrastructure as Code (IaC).
    Outlines fundamental philosophies, lifecycle management, and paradigm shifts of
    treating bare-metal, cloud, or cluster state as declarative, version-controlled
    code.
  language: Spanish
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - IaC Fundamentals
  - Overview
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  title: IaC Infrastructure as Code
  addition_method: manual
  v2_locations:
  - devops.md
https://nubenetes.com/noops:
  description: ''
  status: online
  last_checked: 1781430172.659048
  year: '2026'
  stars: 4
  ai_summary: Comprehensive conceptual guide on NoOps (No Operations). Describes the
    strategic path to fully outsourcing infrastructure layers to automated platforms,
    serverless paradigms, and self-healing systems so engineering can focus 100% on
    application logic.
  language: Spanish
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - NoOps & Serverless
  - Overview
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  title: NoOps
  addition_method: manual
  v2_locations:
  - devops.md
https://about.gitlab.com/blog/soft-skills-are-the-key-to-your-devops-career-advancement:
  description: ''
  status: online
  last_checked: 1781430172.729283
  year: '2022'
  stars: 3
  ai_summary: Analysis highlighting soft skills—communication, empathy, and active
    listening—as primary drivers for senior engineering growth. Emphasizes how DevOps
    success is rooted deeper in cultural empathy and collaboration than in mere tool
    proficiency.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps Culture
  - Professional Development
  - Career Growth
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'about.gitlab.com: Soft skills are the key to your DevOps career advancement'
  addition_method: manual
  v2_locations:
  - devops.md
https://blogs.vmware.com/cloud-foundation:
  description: ''
  status: online
  last_checked: 1781430172.761122
  year: '2023'
  stars: 4
  ai_summary: Explores structural and cultural transformations required to establish
    a high-performing DevOps initiative. Focuses on decentralizing operational decisions,
    psychological safety, and establishing platform teams to enable developers.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - DevOps Culture
  - Organizational Design
  - Culture & Governance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: "blog.vmware.com: DevOps: Culture – Collaboration, Empowerment, Autonomy
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
  - kubernetes-on-premise.md
https://www.computing.es/mundo-digital/retos-del-outsourcing-de-servicios-it-en-espana:
  description: ''
  status: online
  last_checked: 1781430174.005109
  year: '2023'
  stars: 3
  ai_summary: Review of the organizational and cultural obstacles of IT outsourcing
    in Spain. Highlights critical problems of scaling DevSecOps capabilities externally,
    knowledge silos, and contract-driven constraints versus modern product team topologies.
  language: Spanish
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps Culture
  - Workforce Strategy
  - IT Outsourcing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'computing.es: Retos del outsourcing de servicios IT en España'
  addition_method: manual
  v2_locations:
  - recruitment.md
https://about.gitlab.com/blog/how-to-agentless-gitops-aws:
  description: ''
  status: online
  last_checked: 1781430183.519112
  year: '2023'
  stars: 4
  ai_summary: Evaluates push-based GitOps strategies using GitLab CI/CD pipelines
    to manage Terraform states targeted at AWS ECS and EC2. Contrasts agentless runner-driven
    pushes with pull-based execution models to help architects choose the ideal strategy.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - GitOps
  - Push-Based Workflows
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  title: 'about.gitlab.com: How to use a push-based approach for GitOps with Terraform
    and AWS ECS and EC2'
  addition_method: manual
  v2_locations:
  - terraform.md
https://thomasthornton.cloud/writing-reusable-terraform-modules:
  description: ''
  status: online
  last_checked: 1781430186.237894
  year: '2023'
  stars: 4
  ai_summary: Advanced extension of writing reusable modules for Azure. Emphasizes
    maintaining backward compatibility, configuring strict semantic versioning tags
    in private registries, and automating modular state tests.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Terraform
  - Azure Modules
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: 'thomasthornton.cloud: Writing reusable Terraform modules (azure)'
  addition_method: manual
  v2_locations:
  - terraform.md
https://www.linkedin.com/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fgroups%2F49531%2F49531-6093375473969090562:
  description: ''
  status: online
  last_checked: 1781430190.60162
  year: '2021'
  stars: 2
  ai_summary: Professional community forum troubleshooting AWS EC2 backup patterns
    using Amazon S3 storage. Discusses native snapshot systems, cron-based automation
    pipelines, and third-party orchestration agents to safeguard virtual machine disks.
  language: English
  resource_type: Social-Discussion
  complexity: Beginner
  hierarchy:
  - Cloud Architecture
  - AWS Solutions
  - Disaster Recovery
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'Linkedin discussion: Need help on Backup and restore methods of EC2 using
    s3 services'
  addition_method: manual
  v2_locations:
  - aws-backup.md
https://programmer.ink/think:
  status: online
  last_checked: 1781432323.140373
https://grafana.com/blog/a-beginners-guide-to-kubernetes-application-monitoring:
  description: ''
  status: online
  last_checked: 1781430193.44532
  year: '2024'
  stars: 4
  ai_summary: Highly accessible guide to setting up application-level observability
    within Kubernetes. Covers instrumenting code with client libraries, configuring
    target discovery, and mapping RED (Rate, Errors, Duration) metrics.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability & Monitoring
  - Grafana
  - Application Metrics
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  title: 'grafana.com: A beginner''s guide to Kubernetes application monitoring'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://grafana.com/blog/introducing-kubernetes-monitoring-in-grafana-cloud:
  description: ''
  status: online
  last_checked: 1781430193.487744
  year: '2024'
  stars: 4
  ai_summary: Introduces Grafana Cloud's integrated Kubernetes monitoring platform.
    Showcases automated cluster discovery, pre-configured dashboards, and seamless
    Prometheus/Grafana integration for instant visibility into infrastructure and
    workload health.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability & Monitoring
  - Grafana
  - Kubernetes Monitoring
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  title: 'grafana.com: Introducing Kubernetes Monitoring in Grafana Cloud'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://grafana.com/blog/how-to-monitor-kubernetes-clusters-with-the-prometheus-operator:
  description: ''
  status: online
  last_checked: 1781430193.56789
  year: '2024'
  stars: 5
  ai_summary: Comprehensive configuration guide for deploying and managing the Prometheus
    Operator on Kubernetes. Demonstrates configuring ServiceMonitor and PodMonitor
    custom resources to automate collection of dynamic microservice targets.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Prometheus
  - Prometheus Operator
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  title: 'grafana.com: How to monitor Kubernetes clusters with the Prometheus Operator'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://grafana.com/blog/how-to-manage-high-cardinality-metrics-in-prometheus-and-kubernetes:
  description: ''
  status: online
  last_checked: 1781430193.620045
  year: '2024'
  stars: 5
  ai_summary: Crucial blueprint for managing high cardinality metrics within Prometheus.
    Outlines techniques like metric dropping, relabeling rules, and dashboard optimization
    to mitigate memory pressure and reduce monitoring costs in dynamic container environments.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Prometheus
  - High Cardinality
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  title: 'grafana.com: How to manage high cardinality metrics in Prometheus and Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://grafana.com/blog/how-to-optimize-resource-utilization-with-kubernetes-monitoring-for-grafana-cloud:
  description: ''
  status: online
  last_checked: 1781430193.909091
  year: '2024'
  stars: 4
  ai_summary: Explores automated resource optimization strategies through Grafana
    Cloud monitoring. Uses cluster CPU and Memory utilization analytics to identify
    over-provisioned namespaces, enabling significant cost reduction in microservice
    architectures.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Observability & Monitoring
  - Grafana
  - FinOps & Resources
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  title: "grafana.com: How to optimize resource utilization with Kubernetes Monitoring
    for Grafana Cloud \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&dsh=S338656440%3A1779029465061496&followup=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&ltmpl=sheets&osid=1&passive=1209600&service=wise&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PauvFLix7FhDQsyeXMzly7IlWofT_GeExGBZD5PeXgcMI8_fmgxBG05tRNkG3ISAaCxExVB7
: description: ''
  status: online
  last_checked: 1781430203.358945
  year: '2026'
  stars: 4
  ai_summary: Browser shortcut mapping that provisions a blank cloud-based Google
    Sheets environment immediately. Typically used within operational engineering
    environments for quick tracking of cluster audits, FinOps billing lists, or migration
    runbooks.
  language: English
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Collaboration Tools
  - SaaS Utilities
  - Quick Link
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: 'Spreadsheets: sheet.new'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
? https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&dsh=S-551027576%3A1779031360486315&followup=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&ltmpl=docs&osid=1&passive=1209600&service=wise&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PasT3fzmBVDogbYOa448WODYqcNpbr94eLlOd4kL-w5BLgVa3s5bweNB_q-BV6hVUtWFJzfuoQ
: description: ''
  status: online
  last_checked: 1781430203.404158
  year: '2026'
  stars: 4
  ai_summary: Direct shortcut mechanism for instantly initializing an empty, collaborative
    Google Doc environment under the user's active Google account identity. Highly
    useful for collaborative platform runtime documentation and note taking.
  language: English
  resource_type: Tool
  complexity: Beginner
  hierarchy:
  - Collaboration Tools
  - SaaS Utilities
  - Quick Link
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: 'Google Docs: doc.new'
  addition_method: manual
  v2_locations:
  - project-management-tools.md
https://labs.iximiuz.com/tutorials/kubernetes-vs-virtual-machines:
  description: ''
  status: online
  last_checked: 1781430203.936667
  year: '2025'
  stars: 5
  ai_summary: Insightful analysis explaining how Kubernetes replicates hypervisor
    features through API-driven isolation, network namespaces, and cgroups. Demonstrates
    how K8s serves as the cloud operating system, abstraction layer, and software-defined
    datacenter.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Containers & Orchestration
  - Virtualization VS Containers
  - Kubernetes Concept
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  title: "iximiuz.com: How Kubernetes Reinvented Virtual Machines (in a good sense)
    \U0001F31F\U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://labs.iximiuz.com/tutorials/containers-vs-pods:
  description: ''
  status: online
  last_checked: 1781430224.288792
  year: '2025'
  stars: 5
  ai_summary: Deep technical review of the boundaries separating a standard Linux
    container from a Kubernetes Pod. Illustrates namespace sharing, IPC barriers,
    loopback network interfaces, and volume mounting mechanics between multi-container
    structures.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Containers & Orchestration
  - Container Concepts
  - Pods Deep Dive
  tags:
  - '[DE FACTO STANDARD]'
  - '[GUIDE]'
  is_microservice: false
  title: 'iximiuz.com: Containers vs. Pods - Taking a Deeper Look'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://nubenetes.com/kubernetes-storage:
  description: ''
  status: online
  last_checked: 1781430243.984014
  year: '2026'
  stars: 5
  ai_summary: Detailed catalog explaining stateful execution patterns inside Kubernetes.
    Focuses on lifecycle dynamics of Ephemeral, Persistent (PV), and PersistentVolumeClaims
    (PVC), alongside container storage interfaces (CSI) used to integrate modern storage
    backends.
  language: Spanish
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Containers & Orchestration
  - Kubernetes Storage
  - Volumes Overview
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  title: Kubernetes Storage - Volumes
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.boot.dev:
  description: ''
  status: online
  last_checked: 1781430244.377107
  year: '2024'
  stars: 3
  ai_summary: Tactical guide walking through multiple methods of forcing a restart
    on all Pods inside a Kubernetes Namespace. Covers `kubectl rollout restart deployment`
    as the clean rolling-restart standard, contrasted against disruptive container
    terminations.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Containers & Orchestration
  - Kubernetes Operations
  - Pod Restarts
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'qvault.io: How to Restart All Pods in a Kubernetes Namespace'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://nubenetes.com/kubernetes-client-libraries:
  description: ''
  status: online
  last_checked: 1781430256.016842
  year: '2026'
  stars: 5
  ai_summary: Complete directory of supported Kubernetes API client libraries (Python,
    Go, Java, JavaScript, etc.). Details patterns for programmatic service discovery,
    controller building, and custom automation direct from application runtime code.
  language: Spanish
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Containers & Orchestration
  - Kubernetes Development
  - API Client Libraries
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  title: Client Libraries for Kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://nubenetes.com/crossplane:
  description: ''
  status: online
  last_checked: 1781430256.092381
  year: '2026'
  stars: 5
  ai_summary: Comprehensive review of Crossplane, a CNCF control-plane framework transforming
    Kubernetes clusters into universal infrastructure schedulers. Permits declarative
    definition of cloud resources (RDS, S3, VMs) alongside native Kubernetes schemas.
  language: Spanish
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure as Code
  - Crossplane & Control Planes
  - Overview
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  title: Crossplane
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://nubenetes.com/serverless:
  description: ''
  status: online
  last_checked: 1781430266.045665
  year: '2026'
  stars: 5
  ai_summary: In-depth analysis exploring execution concepts, billing architectures,
    scalability curves, and performance tradeoffs inherent in Serverless patterns.
    Details key differences between FaaS, cloud-managed runtimes, and self-hosted
    Knative workloads.
  language: Spanish
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Architecture
  - NoOps & Serverless
  - Overview
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  title: Serverless Architectures
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://testguild.com/podcast/a345-mohamed:
  description: ''
  status: online
  last_checked: 1781430266.712146
  year: '2022'
  stars: 3
  ai_summary: Podcast episode reviewing the strategic transition to declarative configuration
    pipelines (Pipeline as Code). Emphasizes integration of automated compliance scanning,
    container vulnerability reports, and regression testing suites.
  language: English
  resource_type: Podcast
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - CI/CD & Testing
  - Pipeline as Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'testguild.com: Pipeline as Code with Mohamed Labouardy'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.liquibase.com/liquibase-vs-flyway:
  description: ''
  status: online
  last_checked: 1781430276.317744
  year: '2024'
  stars: 0
  ai_summary: A detailed evaluation of the architectural trade-offs between Liquibase
    and Flyway. This resource explores Liquibase's multi-database abstraction layers
    (XML, YAML, JSON) alongside Flyway's developer-focused, SQL-first approach, explaining
    their impact on continuous delivery pipelines and database schema version control.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Data Architecture
  - Database Migrations
  - Tool Comparison
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'liquibase.org: Liquibase vs. Flyway'
  addition_method: manual
  v2_locations:
  - liquibase.md
https://about.gitlab.com/blog/how-to-learn-ci-cd-fast:
  description: ''
  status: online
  last_checked: 1781430276.380038
  year: '2023'
  stars: 3
  ai_summary: Tactical guide establishing a rapid, practice-centric training program
    to master continuous delivery fundamentals. Walks through setting up simple multi-stage
    build pipelines, lint checks, test suites, and Docker deployment actions.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Continuous Delivery
  - CI/CD Best Practices
  - Learning Paths
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'about.gitlab.com: How to learn CI/CD fast'
  addition_method: manual
  v2_locations:
  - cicd.md
https://percona.community/blog:
  description: ''
  status: online
  last_checked: 1781430276.476821
  year: '2023'
  stars: 4
  ai_summary: Architectural guide for automating relational database migrations using
    Liquibase in CI/CD chains. Evaluates declarative XML/SQL changeset formats, execution
    tracking setups, and rollback configurations necessary to safely release database
    modifications alongside microservices.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Continuous Delivery
  - Database GitOps
  - Liquibase
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  title: 'percona: Database Schema Management Via Liquibase'
  addition_method: manual
  v2_locations:
  - liquibase.md
https://about.gitlab.com/blog/how-to-keep-up-with-ci-cd-best-practices:
  description: ''
  status: online
  last_checked: 1781430276.495991
  year: '2023'
  stars: 4
  ai_summary: Synthesis of modern continuous integration frameworks, emphasizing pipeline
    standardization, artifact isolation, and fast feedback loops. Discusses optimization
    of runner resource footprints and build steps parallelization.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - CI/CD Best Practices
  - Overview
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  title: 'about.gitlab.com: How to keep up with CI/CD best practices'
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.harness.io/blog/blue-green-canary-deployment-strategies:
  description: ''
  status: online
  last_checked: 1781430276.615602
  year: '2024'
  stars: 5
  ai_summary: Highly detailed structural evaluation of Kubernetes deployment paradigms.
    Contrasts blue-green switches, canary rollouts, and rolling deployments based
    on system overhead, traffic redirection latency, and blast-radius containment.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Continuous Delivery
  - Deployment Strategies
  - Blue-Green & Canary
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  title: "harness.io: Intro to Deployment Strategies: Blue-Green, Canary, and More
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - cicd.md
https://www.hugedomains.com/domain_profile.cfm?d=devbattles.com:
  description: ''
  status: online
  last_checked: 1781736143.617825
  year: '2018'
  stars: 1
  ai_summary: Basic introductory guide to initializing a minimalist web application
    using Python's Flask framework. Covers routing, local development server execution,
    and HTTP response handling. Hosted domain is defunct; retained solely for index
    history.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Python Development
  - Web Frameworks
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: true
  title: 'devbattles.com: Python Flask, Part 1: Hello World!'
  addition_method: manual
  v2_locations:
  - python.md
https://nubenetes.com/istio:
  description: ''
  status: online
  last_checked: 1781430301.531654
  year: '2026'
  stars: 0
  ai_summary: A comprehensive entry point to Istio architecture, the enterprise-grade
    service mesh. Details how engineers manage traffic routes, secure service-to-service
    communication with mutual TLS, and gain deep tracing observability across distributed
    Kubernetes deployments.
  language: English
  resource_type: Reference
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Service Mesh
  - Istio
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: Istio
  addition_method: manual
  v2_locations:
  - servicemesh.md
https://www.youtube.com/watch?v=TUKYbUIXLOE:
  description: ''
  status: online
  last_checked: 1781430302.000456
  year: '2025'
  stars: 0
  ai_summary: A deep-dive video breakdown analyzing the capabilities of Anthropic's
    Claude Code interface. Evaluates the progression from basic code generation and
    syntax correction to advanced multi-file refactoring and semi-autonomous agentic
    software engineering tasks.
  language: English
  resource_type: Video
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - AI Tools
  - Claude Code
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'youtube: The 6 Levels of Claude Code Explained'
  addition_method: manual
  v2_locations:
  - ai-agents-mcp.md
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=a9a94d43d7a9:
  status: online
  last_checked: 1781430313.099455
https://docs.aws.amazon.com/solutions/distributed-load-testing-on-aws:
  description: '- [amazon.com: Introducing Distributed Load Testing v1.3](https://aws.amazon.com/about-aws/whats-new/2021/05/introducing-distributed-load-testing-v1-3)'
  status: online
  last_checked: 1781430322.945393
  year: '2021'
  stars: 0
  ai_summary: An AWS Solution blueprint outlining distributed cloud load testing utilizing
    containerized runners inside AWS Fargate. Simulates high-velocity traffic spikes
    to assess API gateway throughput bottlenecks and database elasticity limits.
  language: English
  resource_type: Architecture Guide
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Testing
  - Load Testing
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: "Distributed Load Testing on AWS \U0001F31F"
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://www.scaleway.com/en/en/kubernetes-kapsule:
  description: ''
  status: online
  last_checked: 1781430325.346945
  year: '2025'
  stars: 0
  ai_summary: Official technical guide for Scaleway's managed Kubernetes implementation
    (Kapsule). Describes control-plane operations, auto-scaling configuration, and
    provisioning persistent storage volumes across European cloud regions.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Managed Kubernetes
  - Scaleway Kapsule
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'scaleway.com: Kubernetes Kapsule'
  addition_method: manual
  v2_locations:
  - scaleway.md
https://www.dynatrace.com/knowledge-base/microservices:
  description: ''
  status: online
  last_checked: 1781430335.344891
  year: '2024'
  stars: 0
  ai_summary: A high-level architectural overview exploring the decoupling of corporate
    monoliths into agile microservices. Discusses structural changes, challenges in
    service discovery, and the crucial role of tracing telemetry for maintaining state
    consistency.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Architecture Patterns
  - Microservices
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'dynatrace.com: What are microservices? All you need to know'
  addition_method: manual
  v2_locations:
  - introduction.md
https://cloud.google.com/blog:
  description: ''
  status: online
  last_checked: 1781430366.014621
  year: '2021'
  stars: 0
  ai_summary: Introduces Google Cloud's web-based console architecture designer. Explains
    how engineering departments construct, validate, and export precise GCP topology
    maps using standardized reference modules.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Visualizations
  - GCP Diagramming
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'cloud.google.com: Introducing a Google Cloud architecture diagramming tool'
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://docs.aws.amazon.com/solutions/workload-discovery-on-aws:
  description: ''
  status: online
  last_checked: 1781430366.112493
  year: '2024'
  stars: 0
  ai_summary: Technical blueprint for Workload Discovery on AWS (formerly AWS Perspective).
    This serverless solution dynamically visualizes cloud layouts, maintains historical
    dependency logs, and facilitates compliance audits.
  language: English
  resource_type: Solution Guide
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Visualizations
  - Cloud Discovery
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: "AWS Perspective \U0001F31F"
  addition_method: manual
  v2_locations:
  - cloud-arch-diagrams.md
https://repost.aws/knowledge-center/start-stop-lambda-eventbridge:
  description: ''
  status: online
  last_checked: 1781430366.289019
  year: '2024'
  stars: 0
  ai_summary: An operational video walkthrough demonstrating serverless compute cost-reduction
    routines. Details how to coordinate AWS Lambda with EventBridge cron schedules
    to automate lifecycle actions for EC2 fleets.
  language: English
  resource_type: Video Tutorial
  complexity: Intermediate
  hierarchy:
  - Infrastructure
  - Automation
  - AWS Lambda & EventBridge
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: How do I stop and start EC2 instances at regular intervals using AWS Lambda?
    (Video)
  addition_method: manual
  v2_locations:
  - aws-serverless.md
https://www.ibm.com/topics:
  description: ''
  status: online
  last_checked: 1781430366.613464
  year: '2024'
  stars: 0
  ai_summary: The Center for Internet Security (CIS) Benchmarks provide globally recognized
    consensus-based best practices for securing IT systems, clouds, and Kubernetes
    environments. Organizations use these structured guidelines to validate and harden
    infrastructure configurations, ensuring compliance with strict security mandates
    through automated configuration auditors.
  language: English
  resource_type: Standard
  complexity: Advanced
  hierarchy:
  - Security
  - Compliance
  - CIS Benchmarks
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ibm.com: CIS Benchmarks'
  addition_method: manual
  v2_locations:
  - message-queue.md
  - kubernetes-security.md
https://grafana.com/blog/get-comprehensive-monitoring-for-your-apache-kafka-ecosystem-instances-quickly-with-grafana-cloud:
  description: ''
  status: online
  last_checked: 1781430377.094743
  year: '2023'
  stars: 0
  ai_summary: A guide to implementing telemetry tracking for Apache Kafka clusters
    inside Grafana Cloud. Demonstrates telemetry ingestion setups for monitoring broker
    memory pools, throughput levels, and consumer offsets.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Observability
  - Monitoring
  - Kafka Ecosystem
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'grafana.com: Get comprehensive monitoring for your Apache Kafka ecosystem
    instances quickly with Grafana Cloud'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://grafana.com/blog/how-we-use-metamonitoring-prometheus-servers-to-monitor-all-other-prometheus-servers-at-grafana-labs:
  description: ''
  status: online
  last_checked: 1781430387.427006
  year: '2023'
  stars: 0
  ai_summary: A high-performance monitoring case study from Grafana Labs. Illustrates
    the architectural pattern of metamonitoring, utilizing dedicated Prometheus servers
    to watch, query, and alert on larger global telemetry networks.
  language: English
  resource_type: Case Study
  complexity: Advanced
  hierarchy:
  - Observability
  - Monitoring
  - Prometheus Meta-Monitoring
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'grafana.com: How we use metamonitoring Prometheus servers to monitor all
    other Prometheus servers at Grafana Labs'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://grafana.com/blog/why-we-created-a-prometheus-agent-mode-from-the-grafana-agent:
  description: ''
  status: online
  last_checked: 1781430387.451015
  year: '2022'
  stars: 0
  ai_summary: Explores the technical reasoning for deploying Prometheus in Agent Mode
    instead of as a full collector database. Explains memory savings, localized caching
    patterns, and metrics forwarding via standard Remote Write protocols.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Observability
  - Monitoring
  - Prometheus Agent
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'grafana.com: Why we created a Prometheus Agent mode from the Grafana Agent'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://grafana.com/blog/get-started-with-prometheus-with-these-three-easy-projects:
  description: ''
  status: online
  last_checked: 1781430387.456852
  year: '2023'
  stars: 0
  ai_summary: A hands-on, multi-project tutorial designed to build core competencies
    with Prometheus metrics collections, PromQL search syntax, and standard Node Exporter
    integrations.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Observability
  - Monitoring
  - Prometheus Getting Started
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'grafana.com: Get started with Prometheus with these three easy projects'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://nubenetes.com/prometheus:
  description: ''
  status: online
  last_checked: 1781430397.17571
  year: '2024'
  stars: 0
  ai_summary: Prometheus is an open-source systems monitoring and alerting toolkit
    originally built at SoundCloud. It utilizes a pull-based metrics collection model
    over HTTP, powered by a highly efficient dimensional data model (TSDB) with PromQL.
    Essential for Kubernetes cloud-native environments, it excels in dynamic service
    discovery and real-time operational visibility.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Monitoring
  - Metrics Collection
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Prometheus
  addition_method: manual
  v2_locations:
  - prometheus.md
  - monitoring.md
? https://grafana.com/blog/using-telegraf-plugins-to-visualize-industrial-iot-data-with-the-grafana-cloud-hosted-prometheus-service
: description: ''
  status: online
  last_checked: 1781430397.469265
  year: '2023'
  stars: 0
  ai_summary: Demonstrates pipeline setups connecting InfluxData's Telegraf collectors
    to Grafana Cloud. Explains parsing MQTT or Modbus industrial machinery telemetry
    feeds and transforming them into Prometheus-compliant timeseries data.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Observability
  - Monitoring
  - IoT Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'grafana.com: Using Telegraf plugins to visualize industrial IoT data with
    the Grafana Cloud Hosted Prometheus service'
  addition_method: manual
  v2_locations:
  - prometheus.md
? https://login.microsoftonline.com/common/oauth2/v2.0/authorize?client_id=09213cdc-9f30-4e82-aa6f-9b6e8d82dab3&redirect_uri=https%3A%2F%2Ftechcommunity.microsoft.com%2Ft5%2Fs%2Fauth%2Foauth2callback%2Fproviderid%2Fdefault&response_type=code&state=t32RGeYIHrLX7VZiIP5Idsc47642cGWeSnDaow_6xtt0AVO-pN2q_aKbw0Dw-5VfiAvlYRC6AjPqIjJ7tTD1oClJ2fvT9BIa-6OwFcbLVaGkbYkIAE0gmCezmGXRDrJwzJR9YyiSjnMURsQeirF4CS5A4QI2afRW2Y563huvTZiWPqnMHS5Lx_G1x1stZSViKRMJRdvOE0G-tlOGg5nQw1Q4Ie55Bqkrtp6BguyPyVA&scope=User.Read+openid+email+profile+offline_access&referer=https%3A%2F%2Ftechcommunity.microsoft.com%2Fblog%2F-%2Fintroduction-to-azure-devops-workload-identity-federation-oidc%2F3908687
: description: ''
  status: online
  last_checked: 1781430407.3785
  year: '2023'
  stars: 0
  ai_summary: Technical guide on configuring Azure DevOps Workload Identity Federation
    with Terraform. Explains using OIDC to exchange short-lived federated credentials,
    eliminating the need to store long-lived cloud secret keys inside pipeline variables.
  language: English
  resource_type: Tutorial
  complexity: Advanced
  hierarchy:
  - Security
  - Identity & Access
  - OIDC Integration
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'techcommunity.microsoft.com: Introduction to Azure DevOps Workload identity
    federation (OIDC) with Terraform'
  addition_method: manual
  v2_locations:
  - azure.md
https://learn.microsoft.com/en-us/powershell/dsc/configurations/configdata?view=dsc-1.1:
  description: ''
  status: online
  last_checked: 1781430407.420216
  year: '2021'
  stars: 0
  ai_summary: An official Microsoft technical reference covering the segregation of
    operational configuration schemas from logic execution steps inside PowerShell
    Desired State Configuration (DSC) frameworks.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Configuration Management
  - PowerShell DSC
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'docs.microsoft.com: Using configuration data in DSC'
  addition_method: manual
  v2_locations:
  - azure.md
https://arjavdave.com:
  description: ''
  status: online
  last_checked: 1781430408.463305
  year: '2022'
  stars: 0
  ai_summary: A specialized technical series outlining the construction of CI/CD pipelines
    for Apple iOS applications. Discusses Xcode configuration frameworks, automated
    signing, and remote deployment to App Store Connect.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - CI/CD Platforms
  - Mobile DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'arjavdave.com: Continuous Integration: CI/CD for iOS (Part 1)'
  addition_method: manual
  v2_locations:
  - azure.md
https://about.gitlab.com/blog/partial-clone-for-massive-repositories:
  description: ''
  status: online
  last_checked: 1781430408.926376
  year: '2021'
  stars: 0
  ai_summary: Analyzes git-clone optimizations inside large enterprise monorepos.
    Demonstrates using partial cloning configs to bypass heavy binary blobs, downloading
    asset datasets dynamically during active execution loops.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Performance
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'about.gitlab.com: How Git Partial Clone lets you fetch only the large file
    you need'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/iteration-and-code-review:
  description: ''
  status: online
  last_checked: 1781430408.941552
  year: '2023'
  stars: 0
  ai_summary: Analyzes productivity advantages of using small, isolated merge requests.
    Illustrates how reducing code change surface areas results in higher-quality reviews,
    rapid QA approvals, and decreased defect leakage.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Software Delivery
  - Code Review Protocols
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: "about.gitlab.com: Why small merge requests are key to a great review \U0001F31F"
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/keep-git-history-clean-with-interactive-rebase:
  description: ''
  status: online
  last_checked: 1781430408.944522
  year: '2023'
  stars: 0
  ai_summary: A practical walk-through of interactive Git rebasing workflows. Explains
    strategies for squashing commit histories and resolving code conflicts before
    initiating target branch merges.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Rebasing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'gitlab.com: How to keep your Git history clean with interactive rebase'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/beginner-guide-ci-cd:
  description: ''
  status: online
  last_checked: 1781430408.952331
  year: '2022'
  stars: 0
  ai_summary: An introductory educational guide to GitLab CI/CD fundamentals. Outlines
    basic pipeline stages, executor configuration structures, and standard YAML declarative
    properties.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - CI/CD Platforms
  - GitLab CI Basics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'gitlab.com: GitLab’s guide to CI/CD for beginners'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/effective-ci-cd-pipelines:
  description: ''
  status: online
  last_checked: 1781430408.983365
  year: '2023'
  stars: 0
  ai_summary: Advanced tuning guide for optimizing GitLab CI/CD workflows. Focuses
    on implementing Directed Acyclic Graphs (DAG), tuning runner cache policies, and
    constructing efficient pipeline inheritance layers.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Software Engineering
  - CI/CD Platforms
  - GitLab CI Optimization
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'about.gitlab.com: Want a more effective CI/CD pipeline? Try our pro tips'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/open-shift-ga:
  description: ''
  status: online
  last_checked: 1781430419.118208
  year: '2022'
  stars: 0
  ai_summary: Announces general availability of the GitLab Kubernetes Operator with
    Red Hat OpenShift support. Discusses lifecycle automation, upgrades, and scaling
    procedures for self-hosted GitLab instances inside secure enterprise clusters.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - GitOps
  - GitLab Operator
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'about.gitlab.com: GitLab’s Kubernetes Operator with support for Red Hat
    OpenShift is now generally available'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/using-run-parallel-jobs:
  description: ''
  status: online
  last_checked: 1781430419.137706
  year: '2022'
  stars: 0
  ai_summary: An operational case study on implementing parallel GitLab CI runner
    tasks. Highlights how configuring parallel test suites significantly reduced development
    pipeline feedback cycles.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - CI/CD Platforms
  - GitLab CI Optimization
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'about.gitlab.com: How we used parallel CI/CD jobs to increase our productivity'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/gitlab-kubernetes-agent-on-gitlab-com:
  description: ''
  status: online
  last_checked: 1781430419.141436
  year: '2022'
  stars: 0
  ai_summary: Introduces the GitLab Agent for Kubernetes, enabling pull-based GitOps
    deployment workflows. This architecture shifts away from traditional push-based
    CI models, offering enhanced security and continuous state reconciliation.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - GitOps
  - GitLab Kubernetes Agent
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'about.gitlab.com: A new era of Kubernetes integrations on GitLab.com'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/5-code-review-features:
  description: ''
  status: online
  last_checked: 1781430419.145905
  year: '2021'
  stars: 0
  ai_summary: Explores five key GitLab features designed to streamline the code review
    process. Includes visual multi-line comment mapping, customized approval gates,
    and Code Owners configuration.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - GitLab Code Review
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'about.gitlab.com: How GitLab''s 5 new code review features will make life
    easier'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/gitpod-desktop-app-personal-activities:
  description: ''
  status: online
  last_checked: 1781430419.147415
  year: '2021'
  stars: 0
  ai_summary: Introduces GitDock, a desktop application designed to centralize GitLab
    tasks, merge requests, and build pipelines in a unified status panel.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Developer Productivity
  - Desktop Clients
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'about.gitlab.com: Why we built GitDock, our desktop app to navigate your
    GitLab activities'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/ci-deployment-and-environments:
  description: ''
  status: online
  last_checked: 1781430419.162871
  year: '2022'
  stars: 0
  ai_summary: Details configurations for deploying workloads across multiple cloud
    environments using GitLab CI. Covers environment variable scoping, secure secret
    injections, and manual approval gates.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - CI/CD Platforms
  - Multi-Environment Deployments
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'about.gitlab.com: How to use GitLab CI to deploy to multiple environments'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/new-git-default-branch-name:
  description: ''
  status: online
  last_checked: 1781430419.170782
  year: '2021'
  stars: 0
  ai_summary: Provides guidelines on migrating default git branch nomenclature from
    'master' to 'main'. Details configuration updates required for local developer
    systems and central hosting providers.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - Git Standards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'about.gitlab.com: The new Git default branch name'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/gko-on-ocp:
  description: ''
  status: online
  last_checked: 1781430419.191354
  year: '2022'
  stars: 0
  ai_summary: An operational installation guide for deploying the GitLab Kubernetes
    Operator on Red Hat OpenShift. Discusses Ingress controllers, Security Context
    Constraints (SCC), and persistent storage volumes.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - GitOps
  - GitLab Operator
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'about.gitlab.com: How to install and use the GitLab Kubernetes Operator
    (on OCP)'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/gitlab-chart-works-towards-kubernetes-1-22:
  description: ''
  status: online
  last_checked: 1781430419.209877
  year: '2021'
  stars: 0
  ai_summary: Details architectural changes to the GitLab Helm Chart to support Kubernetes
    1.22. Evaluates adaptations required for API deprecations, specifically focusing
    on Ingress resources.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Helm Charts
  - GitLab Deployment
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'about.gitlab.com: GitLab Chart works towards Kubernetes 1.22'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/pipeline-editor-overview:
  description: ''
  status: online
  last_checked: 1781430419.213739
  year: '2021'
  stars: 0
  ai_summary: Highlights GitLab's visual Pipeline Editor, featuring dynamic YAML schema
    validation, pipeline visualization dashboards, and real-time syntax checking.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - CI/CD Platforms
  - Pipeline Editor
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'about.gitlab.com: Meet Pipeline Editor, your one-stop-shop for building
    a CI/CD pipeline'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/mr-reviews-with-vs-code:
  description: ''
  status: online
  last_checked: 1781430419.214086
  year: '2022'
  stars: 0
  ai_summary: Demonstrates integrating GitLab Merge Request code reviews directly
    inside Visual Studio Code. Enables developers to comment, review changes, and
    manage approvals without switching context to the web UI.
  language: English
  resource_type: Blog Post
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Version Control
  - VS Code Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'gitlab.com: How to do GitLab merge request reviews in VS Code'
  addition_method: manual
  v2_locations:
  - git.md
https://nubenetes.com/visual-studio:
  description: ''
  status: online
  last_checked: 1781430419.216079
  year: '2025'
  stars: 0
  ai_summary: A guide to utilizing visual Git extensions inside VS Code. Helps developers
    manage commit sequences, visualize branch merges, and resolve conflicts within
    a unified IDE workspace.
  language: English
  resource_type: Reference
  complexity: Beginner
  hierarchy:
  - Software Engineering
  - Developer Productivity
  - VS Code Extensions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Visual Studio Code (Git Extensions)
  addition_method: manual
  v2_locations:
  - git.md
https://grafana.com/blog/how-we-use-the-grafana-github-plugin-to-track-outstanding-pull-requests:
  description: ''
  status: online
  last_checked: 1781430419.266294
  year: '2022'
  stars: 0
  ai_summary: Detailed technical guide on configuring Grafana dashboards with GitHub
    plugins. Demonstrates building engineering performance visualizations to track
    commit frequencies, PR lifetimes, and team review velocities.
  language: English
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Software Engineering
  - Developer Productivity
  - Grafana GitHub Integration
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'grafana: How we use the Grafana GitHub plugin to track outstanding pull
    requests'
  addition_method: manual
  v2_locations:
  - git.md
https://about.gitlab.com/blog/simple-kubernetes-management-with-gitlab:
  description: ''
  status: online
  last_checked: 1781430419.265888
  year: '2022'
  stars: 0
  ai_summary: An architectural guide on using GitLab as a unified management plane
    for Kubernetes. Covers cluster connecting procedures, security posture monitoring,
    and automated Auto DevOps pipelines.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Cloud Native
  - Kubernetes Management
  - GitLab Integrations
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'about.gitlab.com: Simple Kubernetes management with GitLab'
  addition_method: manual
  v2_locations:
  - git.md
https://www.vogue.es/lideres:
  description: ''
  status: online
  last_checked: 1781430429.253231
  year: '2022'
  stars: 0
  ai_summary: An analysis of evolving corporate management cultures and toxic workplace
    mitigation. Discusses the value of empathetic leadership and structured soft skills
    in reducing developer attrition within modern tech teams.
  language: Spanish
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Business & Careers
  - Management Patterns
  - Leadership
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'business.vogue.es: Adiós a los jefes tóxicos: este es el nuevo tipo de liderazgo
    gentil que triunfa'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://creately.com/guides/how-to-set-kpis-for-team-members:
  description: ''
  status: online
  last_checked: 1781430429.254418
  year: '2023'
  stars: 0
  ai_summary: A step-by-step guide to setting actionable KPIs for engineering teams.
    Explores balancing quantitative delivery metrics with qualitative team-growth
    targets to align development outputs with business objectives.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Business & Careers
  - Management Patterns
  - Team Performance
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'creately.com: A Step By Step Guide to Set KPIs for Team Members'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://nubenetes.com/grafana:
  description: ''
  status: online
  last_checked: 1781430429.705869
  year: '2024'
  stars: 0
  ai_summary: Grafana is the industry-standard multi-platform open-source analytics
    and interactive visualization web application. It supports query, visualization,
    alerting, and analysis of metrics, logs, and traces from diverse backends (Prometheus,
    Elasticsearch, Loki, Jaeger). Its pluggable architecture allows organizations
    to build unified operational dashboards across heterogeneous data layers.
  language: Go/TypeScript
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Observability
  - Visualization
  - Dashboards
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Grafana
  addition_method: manual
  v2_locations:
  - monitoring.md
https://skillbuilder.aws/search?searchText=aws-security-fundamentals-second-edition&showRedirectNotFoundBanner=true:
  description: ''
  status: online
  last_checked: 1781430429.775608
  year: '2024'
  stars: 0
  ai_summary: A fundamental training program covering core security topologies inside
    AWS. Explores the Shared Responsibility Model, IAM resource authorization, KMS
    encryption keys, and continuous infrastructure auditing.
  language: English
  resource_type: Course
  complexity: Beginner
  hierarchy:
  - Security
  - Identity & Access
  - AWS Security Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'explore.skillbuilder.aws: AWS Security Fundamentals (free)'
  addition_method: manual
  v2_locations:
  - aws-training.md
https://skillbuilder.aws/search?searchText=aws-technical-essential-spanish-from-latin-america&showRedirectNotFoundBanner=true:
  description: ''
  status: online
  last_checked: 1781430429.781128
  year: '2024'
  stars: 0
  ai_summary: An introductory training course on AWS Data Pipeline, tailored for Spanish-speaking
    cloud engineers. Details basic data processing workflows, scheduling, and error
    handling for distributed cloud storage architectures.
  language: Spanish
  resource_type: Course
  complexity: Beginner
  hierarchy:
  - Infrastructure
  - Cloud Computing
  - AWS Training
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'explore.skillbuilder.aws: AWS Skill Builder - Introducción a AWS Data Pipeline
    (Español Latinoamérica) | AWS Technical Essentials (Spanish from Latin America)
    - Free'
  addition_method: manual
  v2_locations:
  - aws-training.md
https://www.dynatrace.com/news/blog:
  description: ''
  status: online
  last_checked: 1781430429.868349
  year: '2022'
  stars: 0
  ai_summary: This analysis explores why legacy, non-topological monitoring tools
    fail in dynamic, highly ephemeral Kubernetes architectures. It highlights the
    necessity of real-time topology mapping and automated entity correlation to avoid
    alert fatigue during cascade failures. Standard static dashboard approaches are
    contrasted with causal, AI-driven monitoring models.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - APM
  - Analysis
  tags:
  - '[LEGACY]'
  is_microservice: true
  title: "dynatrace.com: Why conventional observability fails in Kubernetes environments—A
    real-world use case \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://bigdataboutique.com/blog/tuning-elasticsearch-the-ideal-java-heap-size-2toq2j:
  description: ''
  status: online
  last_checked: 1781430429.899777
  year: '2022'
  stars: 0
  ai_summary: This technical guide details memory allocation strategies for JVM-based
    Elasticsearch nodes. It focuses on the critical rule of thumb of setting JVM heap
    sizes to 50% of available physical RAM (capping at 32GB to avoid breaking compressed
    ordinary object pointers / OOPs) while leaving the remainder for OS file system
    caching. Correct heap configuration directly prevents garbage collection pauses
    and OOM crashes in high-throughput indexing setups.
  language: Java
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Stores
  - Elasticsearch
  - Performance Tuning
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'blog.bigdataboutique.com: Tuning Elasticsearch: The Ideal Java Heap Size'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.dynatrace.com/knowledge-base/aws-lambda:
  description: ''
  status: online
  last_checked: 1781430439.891454
  year: '2021'
  stars: 0
  ai_summary: Dynatrace's AWS Lambda extension leverages the AWS Lambda Telemetry
    API to collect execution-level metrics, logs, and cold-start details with minimal
    execution overhead. The extension collects trace data from the execution environment
    asynchronously, preventing monitoring latency from impacting client response times.
    This offers complete end-to-end transaction tracing from API Gateways through
    serverless compute to downstream databases.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Cloud Native
  - Serverless
  - AWS Lambda Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'dynatrace.com: A look behind the scenes of AWS Lambda and our new Lambda
    monitoring extension'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.dynatrace.com/technologies/kubernetes-monitoring:
  description: ''
  status: online
  last_checked: 1781430439.900566
  year: '2023'
  stars: 0
  ai_summary: This product reference explains Dynatrace's AI-driven observability
    agent, OneAgent, customized for Kubernetes and Red Hat OpenShift. By leveraging
    automatic injection at the container layer, it delivers full-stack trace and metric
    collection without manual code changes or pod sidecars. The Davis AI engine processes
    this topological data to automate root-cause analysis for microservice anomalies.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Observability
  - APM
  - Commercial Observability
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'dynatrace.com: Dynatrace monitoring for Kubernetes and OpenShift'
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.sysdig.com/blog/kubernetes-security-guide:
  description: ''
  status: online
  last_checked: 1781430439.915413
  year: '2023'
  stars: 0
  ai_summary: Sysdig's comprehensive guide to securing Kubernetes platforms details
    a multi-layered defense strategy covering container image scanning, runtime protection,
    network policies, and role-based access control (RBAC). It highlights compliance
    mappings (such as CIS benchmarks) and operational best practices for detecting
    abnormal kernel system calls using eBPF-based agents.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Security
  - Kubernetes Security
  - Hardening
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: "sysdig.com: Kubernetes Security Guide \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://grafana.com/blog/announcing-grafana-tempo-a-massively-scalable-distributed-tracing-system:
  description: ''
  status: online
  last_checked: 1781430440.217364
  year: '2020'
  stars: 0
  ai_summary: Grafana Tempo is an open-source, high-scale, easy-to-use, and cost-effective
    distributed tracing backend. Designed to require only object storage (like S3
    or GCS) to operate, it eliminates the operational overhead and high costs of running
    complex indexes via Elasticsearch or Cassandra. Tempo integrates deeply with Grafana,
    Prometheus, and Loki, enabling seamless correlation between logs, metrics, and
    traces.
  language: Go
  resource_type: Tool
  complexity: Advanced
  hierarchy:
  - Observability
  - Tracing
  - Grafana Tempo
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "grafana.com: Announcing Grafana Tempo, a massively scalable distributed
    tracing system \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://grafana.com/blog/a-beginners-guide-to-distributed-tracing-and-how-it-can-increase-an-applications-performance:
  description: ''
  status: online
  last_checked: 1781430440.299483
  year: '2021'
  stars: 0
  ai_summary: This introductory guide outlines the foundational mechanics of distributed
    tracing, exploring how request lifecycles are visualized using traces, spans,
    and parent-child span relationships. It clarifies how tracing correlates disjointed
    events across multi-service boundaries, enabling developers to detect latency
    bottlenecks and optimize microservice architectures.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Observability
  - Tracing
  - Distributed Tracing
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: "grafana.com: A beginner's guide to distributed tracing and how it can increase
    an application's performance \U0001F31F"
  addition_method: manual
  v2_locations:
  - monitoring.md
https://www.theodo.com/en-uk/blog:
  description: ''
  status: online
  last_checked: 1781430450.153942
  year: '2021'
  stars: 0
  ai_summary: This hands-on tutorial guides developers through creating, decoding,
    and mounting native Kubernetes Secret resources within applications. It highlights
    base64 encoding limitations and advises on key architectural alternatives, such
    as HashiCorp Vault integration, Sealed Secrets, or CSI secret store drivers for
    production environments.
  language: English
  resource_type: Tutorial
  complexity: Beginner
  hierarchy:
  - Security
  - Kubernetes Security
  - Secrets Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: "Hands on your first Kubernetes secrets \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-security.md
https://www.redhat.com/en/blog/ansible-network-resource-modules-deep-dive-on-return-values:
  description: ''
  status: online
  last_checked: 1781430460.379458
  year: '2020'
  stars: 0
  ai_summary: This technical breakdown examines the structure and execution flow of
    Ansible Network Resource Modules, focusing on standard return structures (`before`,
    `after`, and `gathered`). It explains how network engineers can build precise
    declarative state files for network appliances, enabling idempotent drift correction
    and structured state auditing.
  language: Python
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Automation
  - Configuration Management
  - Ansible Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ansible.com: Ansible Network Resource Modules: Deep Dive on Return Values'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/channel/red-hat-ansible-automation:
  description: ''
  status: online
  last_checked: 1781430470.393396
  year: '2020'
  stars: 0
  ai_summary: Official updates channel focusing on Ansible Tower (the precursor to
    AAP's automation controller). Content spans legacy scaling strategies, visual
    workflow design, API routing, and integrations with enterprise LDAP systems.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Automation
  - Platform
  - Ansible Tower
  tags:
  - '[LEGACY]'
  is_microservice: false
  title: ansible.com/blog/topic/ansible-tower
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/automating-red-hat-satellite-with-ansible:
  description: '- [galaxy.ansible.com: letsencrypt](https://galaxy.ansible.com/t_systems_mms/letsencrypt)
    This collection contains a role for issuing ssl certificates from Let''s Encrypt
    via dns or http-challenge'
  status: online
  last_checked: 1781430470.397945
  year: '2021'
  stars: 0
  ai_summary: This technical resource details integrating Ansible with Red Hat Satellite
    to manage enterprise OS life cycles. It explains using Satellite Collections to
    provision instances, register hosts to subscription channels, and configure patch
    schedules automatically across large-scale physical and cloud environments.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Automation
  - Infrastructure Management
  - Satellite
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ansible.com: Automating Red Hat Satellite with Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/technologies/management/ansible:
  description: ''
  status: online
  last_checked: 1781430470.406651
  year: '2020'
  stars: 0
  ai_summary: This document covers the self-service Automation Services Catalog in
    Red Hat AAP. It allows business users to request IT resources using automated
    Ansible plays in a structured governance framework, tracking compliance and multi-level
    approvals across organization boundaries.
  language: English
  resource_type: Documentation
  complexity: Intermediate
  hierarchy:
  - Automation
  - Platform
  - Ansible Catalog
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ansible.com: Automation services catalog, the newest addition to the Ansible
    Automation Platform'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/technologies/management/ansible/application-delivery:
  description: ''
  status: online
  last_checked: 1781430470.430631
  year: '2021'
  stars: 0
  ai_summary: This guide demonstrates orchestrating custom application workflows and
    RESTful APIs using Ansible's `uri` module. It details credential authentication,
    payload handling, and status code verification within a continuous integration
    or system-provisioning pipeline, eliminating the need for ad-hoc scripting.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Automation
  - API Integration
  - Ansible HTTP
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'ansible.com: Automating your business application''s REST API with Ansible'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.dynatrace.com/platform/oneagent:
  description: ''
  status: online
  last_checked: 1781430470.54936
  year: '2022'
  stars: 0
  ai_summary: Details utilizing Ansible automation to rapidly deploy and configure
    thousands of Dynatrace OneAgent nodes simultaneously. It leverages certified collections
    to deploy system services across heterogeneous OS landscapes while ensuring uniform
    host tagging and environment variables.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Observability
  - Automation
  - Ansible Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'dynatrace.com: Achieve faster time to value by deploying thousands of OneAgents
    at once with Ansible (Preview)'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/top-10-ansible-blogs-2022:
  description: ''
  status: online
  last_checked: 1781430470.761872
  year: '2022'
  stars: 0
  ai_summary: A curated digest of the most impactful Ansible-focused blogs of 2022,
    highlighting innovations in automation controller integrations, cloud-native operators,
    and execution environment isolation. This compilation serves as a learning map
    for engineering teams adapting to enterprise automation patterns and modular collections.
  language: English
  resource_type: Blog
  complexity: Beginner
  hierarchy:
  - Automation
  - Configuration Management
  - Ansible Communities
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ansible.com: The Top 10 Ansible Blogs of 2022'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/based-validated-network-content:
  description: ''
  status: online
  last_checked: 1781430470.782442
  year: '2023'
  stars: 0
  ai_summary: This resource covers Ansible's network validated content library, structured
    to help infrastructure teams quickly adopt reliable network automation capabilities.
    Focusing on the `network.base` collection, it details architectural standards
    for managing multi-vendor network fabrics with reusable, pre-validated playbooks
    and tasks.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Automation
  - Configuration Management
  - Ansible Networking
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ansible.com: Fundamentals of Network Automation with Ansible Validated Content
    using the network.base collection'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/introducing-ansible-automation-platform-2:
  description: ''
  status: online
  last_checked: 1781430470.796605
  year: '2021'
  stars: 0
  ai_summary: This article introduces Ansible Automation Platform 2, showcasing its
    containerized architecture shift. By replacing standard python virtualenvs with
    execution environments (isolated containers containing all Python/Ansible dependencies),
    AAP 2 solves scalability limitations and drift issues across enterprise deployment
    nodes.
  language: Python
  resource_type: Release Notes
  complexity: Advanced
  hierarchy:
  - Automation
  - Platform
  - Ansible AAP
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ansible.com: Introducing Ansible Automation Platform 2'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/fast-vs-easy-benchmarking-ansible-operators-for-kubernetes:
  description: ''
  status: online
  last_checked: 1781430470.815196
  year: '2021'
  stars: 0
  ai_summary: This benchmark study analyzes Ansible-based Kubernetes Operators versus
    Go and Helm alternatives. It compares reconciliation latency, operational memory
    consumption, and execution complexity, demonstrating that while Ansible operators
    provide rapid developer velocity and utilize familiar YAML logic, Go operators
    excel at higher scaling metrics.
  language: Python/Go
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Kubernetes
  - Operators
  - Ansible Operators
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ansible.com: Fast vs Easy: Benchmarking Ansible Operators for Kubernetes'
  addition_method: manual
  v2_locations:
  - ansible.md
https://ruuda.nl/2023/the-yaml-document-from-hell:
  description: ''
  status: online
  last_checked: 1781430471.093134
  year: '2023'
  stars: 0
  ai_summary: An analysis detailing edge cases, confusing specifications, and common
    syntactical pitfalls inherent to the YAML standard. It highlights issues such
    as Norway country-code confusion (`NO` parsed as boolean `false`), string coercion,
    and massive object graph vulnerabilities, promoting defensive configuration practices.
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Configuration
  - YAML
  - Pitfalls
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ruudvanasseldonk.com: The yaml document from hell'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://www.redhat.com/en/blog/now-available-red-hat-ansible-automation-platform-1.2:
  description: ''
  status: online
  last_checked: 1781430472.135763
  year: '2020'
  stars: 0
  ai_summary: Overview of the legacy Red Hat Ansible Automation Platform v1.2 release.
    It highlights the convergence of Ansible Tower, Engine, and Network Engine, alongside
    introducing private automation hubs to store and control internal automation content
    within secure environments.
  language: Python
  resource_type: Release Notes
  complexity: Intermediate
  hierarchy:
  - Automation
  - Platform
  - Ansible AAP
  tags:
  - '[LEGACY]'
  is_microservice: false
  title: 'ansible.com: Red Hat Ansible Automation Platform 1.2'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/announcing-the-red-hat-enterprise-linux-certified-ansible-collection:
  description: ''
  status: online
  last_checked: 1781430472.304473
  year: '2020'
  stars: 0
  ai_summary: Announcement of the Red Hat Enterprise Linux (RHEL) System Roles as
    certified Ansible collections. This allows sysadmins to manage core operating
    system configuration parameters (network interfaces, SELinux, firewall rules,
    and storage pools) using vendor-supported, stable, and declarative code modules.
  language: Python
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Automation
  - Infrastructure Management
  - Ansible Collections
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "ansible.com: Announcing the Red Hat Enterprise Linux Certified Ansible Collection
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.redhat.com/en/blog/whats-new-in-ansible-automation-platform-2-automation-controller:
  description: '- [ansible.com: What''s new in Ansible Automation Platform 2: automation
    content navigator](https://www.redhat.com/en/blog/whats-new-in-ansible-automation-platform-2-automation-content-navigator)'
  status: online
  last_checked: 1781430472.497694
  year: '2021'
  stars: 0
  ai_summary: Highlights details of the 'automation controller,' which replaces Ansible
    Tower in AAP 2. Built to decouple control plane and execution plane functions,
    it improves job routing, credential management, and multi-tenant scaling through
    decentralized execution environments.
  language: Python
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Automation
  - Platform
  - Ansible AAP
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'ansible.com: What''s new in Ansible Automation Platform 2: automation controller'
  addition_method: manual
  v2_locations:
  - ansible.md
https://www.stackrox.io/blog/kubernetes-networking-demystified:
  description: ''
  status: online
  last_checked: 1781430480.690037
  year: '2021'
  stars: 0
  ai_summary: 'This reference guide deconstructs core Kubernetes networking patterns:
    container-to-container, pod-to-pod, pod-to-service, and external access mechanisms.
    It explains the mechanics of CNI plugins, IPAM allocations, iptables/IPVS load
    balancing, and dynamic ingress mapping.'
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Networking
  - Architecture
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: 'stackrox.com: Kubernetes Networking Demystified: A Brief Guide'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://about.gitlab.com/blog/devops-workflows-json-format-jq-ci-cd-lint:
  description: ''
  status: online
  last_checked: 1781430480.732745
  year: '2022'
  stars: 0
  ai_summary: Technical walkthrough on improving pipeline developer velocity using
    GitLab CI/CD, JSON manipulation with `jq`, and linting tooling. It focuses on
    isolating syntax-checking phases to fail fast, validating config schemas before
    they are applied to running stages.
  language: Shell
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - DevOps
  - CI/CD
  - Automation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'about.gitlab.com: Tips for productive DevOps workflows: JSON formatting
    with jq and CI/CD linting automation'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
? https://thomasthornton.cloud/analyze-your-kubernetes-yaml-files-and-helm-charts-to-ensure-best-practices-using-kuberlinter-in-azure-devops-pipeline
: description: ''
  status: online
  last_checked: 1781430481.698234
  year: '2021'
  stars: 0
  ai_summary: This post walks through embedding KubeLinter in Azure DevOps CI/CD pipelines
    to audit Kubernetes manifests and Helm charts. It highlights security and performance
    check validations, such as identifying missing resource limits, root privileges,
    or improper security contexts before deployment.
  language: YAML
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - DevSecOps
  - Linting
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'thomasthornton.cloud: Analyze your Kubernetes YAML files and Helm Charts
    to ensure best practices using KubeLinter in Azure DevOps Pipeline'
  addition_method: manual
  v2_locations:
  - yaml.md
  is_special: true
https://www.theodo.com/en-fr/blog:
  description: ''
  status: online
  last_checked: 1781430485.378586
  year: '2021'
  stars: 0
  ai_summary: A practitioner's guide to enhancing CLI-based Kubernetes productivity.
    It explores advanced setups such as custom shell autocompletion, kubectx/kubens
    utilities, smart aliases, and log-tailing helpers designed to reduce cognitive
    overhead during real-time incident responses.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Operations
  - Productivity
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "Kubernetes productivity tips and tricks \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
  - kubectl-commands.md
https://nubenetes.com/openshift:
  description: ''
  status: online
  last_checked: 1781430485.555416
  year: '2026'
  stars: 0
  ai_summary: Red Hat OpenShift is a premier enterprise-grade hybrid cloud Kubernetes
    application platform. It adds out-of-the-box developer tooling, integrated security
    standards, cluster virtualization, internal registry configurations, and Operator-based
    life cycle management directly over raw Kubernetes.
  language: Go
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Kubernetes Platforms
  - Red Hat OpenShift
  - Enterprise
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Openshift Container Platform
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://nubenetes.com/rancher:
  description: ''
  status: online
  last_checked: 1781430485.562698
  year: '2026'
  stars: 0
  ai_summary: Rancher is a unified platform for managing multi-cluster, heterogeneous
    Kubernetes deployments across diverse cloud providers and bare metal hosts. It
    simplifies operational management by providing centralized authentication, unified
    RBAC access, structured audit logs, and simplified Helm catalog deployments.
  language: Go
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Kubernetes Platforms
  - Rancher
  - Multi-Cluster
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'Rancher: Enterprise management for Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://blogs.vmware.com/tanzu/introducing-kubeacademy-pro-in-depth-kubernetes-training-totally-free:
  description: ''
  status: online
  last_checked: 1781430486.125173
  year: '2020'
  stars: 0
  ai_summary: KubeAcademy by VMware provides modular education resources and deep-dive
    technical courses targeting Kubernetes administrators and application developers.
    It focuses on practical application scaling, cluster security, debugging, and
    continuous integration concepts.
  language: English
  resource_type: Platform
  complexity: Intermediate
  hierarchy:
  - Education
  - Kubernetes
  - Training
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'tanzu.vmware.com: Introducing KubeAcademy Pro: In-Depth Kubernetes Training,
    Totally Free'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://blogs.vmware.com/tanzu/vmware-tanzu-sql-mysql-at-scale-kubernetes:
  description: ''
  status: online
  last_checked: 1781430486.125607
  year: '2020'
  stars: 0
  ai_summary: Tanzu SQL provides a robust, operator-driven solution for provisioning
    and operating MySQL databases within Kubernetes clusters. It automates common
    lifecycle events such as data replication, high availability clustering, automatic
    backups, and critical security patching.
  language: Go
  resource_type: Operator
  complexity: Advanced
  hierarchy:
  - Databases
  - Kubernetes Operators
  - VMware Tanzu
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'tanzu.vmware.com: VMware Tanzu SQL: MySQL at Scale Made Easy for Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.mirantis.com/software/mirantis-kubernetes-engine:
  description: ''
  status: online
  last_checked: 1781430495.769802
  year: '2020'
  stars: 0
  ai_summary: Formerly Docker Enterprise, Mirantis Kubernetes Engine (MKE) provides
    enterprise-ready cluster deployment capabilities utilizing either Kubernetes or
    Swarm orchestrators. It features integrated identity management, safe private
    image registries, and granular role-based security tooling.
  language: Go
  resource_type: Platform
  complexity: Advanced
  hierarchy:
  - Kubernetes Platforms
  - Mirantis
  - Enterprise
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Mirantis Docker Enterprise 3.1+ with Kubernetes
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://about.gitlab.com/blog/vscode-extension-development-with-gitlab:
  description: ''
  status: online
  last_checked: 1781430523.033371
  year: '2022'
  stars: 0
  ai_summary: Explores how developers can construct VS Code extensions integrated
    with GitLab CI/CD and APIs. The post showcases best practices for extension design,
    testing automation, and deployment mechanisms, streamlining local-to-cloud workspace
    automation.
  language: TypeScript
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Development
  - DevOps
  - IDE Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'gitlab.com: VS Code extension development with GitLab'
  addition_method: manual
  v2_locations:
  - visual-studio.md
https://docs.ansible.com/collections.html:
  description: ''
  status: online
  last_checked: 1781430523.668228
  year: '2024'
  stars: 0
  ai_summary: Official documentation detailing Ansible's specialized `kubernetes.core.k8s`
    module capabilities. It focuses on declaratively orchestrating Kubernetes objects
    directly from Ansible playbooks, allowing organizations to cleanly bridge traditional
    VM configuration setups with modern containerized platform configurations.
  language: Python
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Automation
  - Kubernetes
  - Ansible Modules
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Manage Kubernetes (K8s) objects
  addition_method: manual
  v2_locations:
  - kubectl-commands.md
https://nubenetes.com/kubernetes:
  description: ''
  status: online
  last_checked: 1781430523.6808
  year: '2025'
  stars: 0
  ai_summary: This reference compilation highlights external tools and kubectl extensions
    managed via Krew. It details how third-party plugins (like `neat`, `kns`, or security-focused
    extensions) expand basic kubectl operational debugging and cluster-inspection
    capabilities.
  language: Go
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Kubernetes
  - Operations
  - Kubectl Plugins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Kubectl plugins and tools
  addition_method: manual
  v2_locations:
  - kubectl-commands.md
https://www.blackduck.com/blog/integrating-automated-ast-tools.html:
  description: ''
  status: online
  last_checked: 1781430523.813812
  year: '2021'
  stars: 0
  ai_summary: This article describes how to integrate automated Application Security
    Testing (AST) scanners (SAST, DAST, SCA) inside CI/CD pipelines. It explains how
    to establish automated quality gates to prevent vulnerable code from progressing
    to integration and production staging layers.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Security
  - DevSecOps
  - Application Security
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'synopsys.com: How to integrate automated AST tools in your CI/CD pipeline'
  addition_method: manual
  v2_locations:
  - testops.md
https://www.techerati.com/features-hub/devsecops-eight-tips-for-truly-securing-software:
  description: ''
  status: online
  last_checked: 1781432178.617535
  year: '2022'
  stars: 0
  ai_summary: An architectural blueprint detailing eight foundational pillars for
    embedding security directly into the CI/CD pipeline. Key concepts include shifted-left
    vulnerability scanning, automated compliance checks, dependency analysis, and
    developer-centric security education. The article offers high-level pragmatic
    strategies for organizations transitioning from traditional DevOps to modern DevSecOps
    frameworks.
  language: English
  resource_type: Best Practice Guide
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - DevSecOps
  - Best Practices
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'techerati.com: DevSecOps: Eight tips for truly securing software'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://thomasthornton.cloud/deploying-to-azure-secure-your-github-workflow-with-oidc:
  description: ''
  status: online
  last_checked: 1781432228.047025
  year: '2022'
  stars: 0
  ai_summary: Analyzes the mechanism of securing deployment pipelines on Azure by
    leveraging GitHub Actions with OIDC federation. This setup eliminates credential
    rotation burdens and prevents high-privilege credential leakage. The article guides
    developers through creating federated credentials in Azure AD and configuring
    GitHub workflows for passwordless authentication.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Security & Governance
  - CI/CD Security
  - Azure & GitHub Integration
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'Deploying to Azure: Secure Your GitHub Workflow with OIDC'
  addition_method: manual
  v2_locations:
  - aws-security.md
https://blog.heaphero.io/what-is-gc-log-thread-dump-and-heapdump:
  description: ''
  status: online
  last_checked: 1781432228.603184
  year: '2021'
  stars: 0
  ai_summary: A diagnostic reference explaining the roles of garbage collection (GC)
    logs, thread dumps, and heap dumps in Java Virtual Machine (JVM) analysis. GC
    logs map memory reclamation patterns, thread dumps identify concurrency deadlocks,
    and heap dumps pinpoint memory leaks. This guide bridges the gap between raw JVM
    telemetry and pragmatic troubleshooting workflows.
  language: Java
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Observability & Troubleshooting
  - JVM Performance
  - Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "blog.heaphero.io: What is GC Log, thread dump and Heapdump? \U0001F31F"
  addition_method: manual
  v2_locations:
  - java-and-java-performance-optimization.md
https://thomasthornton.cloud/a-devops-journey-using-azure-devops:
  description: ''
  status: online
  last_checked: 1781432259.274052
  year: '2021'
  stars: 0
  ai_summary: A comprehensive retrospective detailing the strategic transition and
    ongoing journey of adopting Azure DevOps for enterprise platform engineering.
    The guide explores centralizing pipeline definitions, managing environment gates,
    optimizing agent pools, and leveraging built-in boards and repositories. It highlights
    pragmatic challenges and structural lessons learned during real-world migrations
    to cloud-native delivery workflows.
  language: YAML
  resource_type: Case Study
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - CI/CD Platforms
  - Azure DevOps
  tags:
  - '[CASE STUDY]'
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'thomasthornton.cloud: A DevOps journey using Azure DevOps'
  addition_method: manual
  v2_locations:
  - demos.md
https://www.redhat.com/en/blog/federation-v2-is-now-kubefed:
  description: ''
  status: online
  last_checked: 1781736113.853399
  year: '2019'
  stars: 2
  ai_summary: Curator Insight introduces the KubeFed system in OpenShift 4. Live Grounding
    highlights its mechanism for template distribution and configuration sync across
    multiple clusters. Valuable for understanding historical cross-cluster patterns
    before modern gateway patterns.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Cluster Operations
  - Multi-Cluster
  - Legacy Federation
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Multi-cluster Federation in OpenShift 4 is called **KubeFed**
  addition_method: manual
  v2_locations:
  - ocp3.md
https://blog.ycrash.io/dmesg-unix-linux-command-beginners-introduction-with-examples:
  description: ''
  status: online
  last_checked: 1781432292.0547
  year: '2022'
  stars: 0
  ai_summary: A fundamental reference guide to using the `dmesg` utility for examining
    kernel-level ring buffer logs in Unix and Linux operating systems. The resource
    highlights critical subcommands for parsing device driver issues, memory allocation
    failures (including Out-Of-Memory/OOM kills), and hardware initialization errors.
    It provides essential CLI commands to help system administrators and site reliability
    engineers troubleshoot core OS issues.
  language: Bash
  resource_type: Technical Article
  complexity: Beginner
  hierarchy:
  - Observability & Troubleshooting
  - Linux Systems
  - Kernel Diagnostics
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'blog.ycrash.io: dmesg – Unix/Linux command, beginners introduction with
    examples'
  addition_method: manual
  v2_locations:
  - linux.md
https://thomasthornton.cloud/enabling-postgresql-flexible-server-logs-and-configuring-a-retention-period-using-terraform:
  description: ''
  status: online
  last_checked: 1781432324.100638
  year: '2022'
  stars: 0
  ai_summary: Practical implementation guide for leveraging HashiCorp Terraform to
    configure diagnostic logging and retention policies on Azure Database for PostgreSQL
    Flexible Server. By defining IaC blocks for diagnostic settings and log forwarding,
    platform engineers can automate the streaming of engine logs to Azure Monitor,
    Log Analytics, or Storage Accounts. This configuration ensures compliance with
    enterprise security audits and automated log archival.
  language: HCL
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Infrastructure as Code
  - Database Automation
  - Terraform & Azure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'thomasthornton.cloud: Enabling PostgreSQL flexible server logs and configuring
    a retention period using Terraform'
  addition_method: manual
  v2_locations:
  - terraform.md
https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=89e3feac8f11:
  status: online
  last_checked: 1781432409.617802
https://www.techerati.com/features-hub/microservices-in-the-cloud-native-era:
  description: ''
  status: online
  last_checked: 1781432431.808019
  year: '2022'
  stars: 0
  ai_summary: Explores the strategic paradigm shift toward microservices as the de
    facto structural archetype for scalable cloud platforms. It dissects operational
    complexities including traffic routing, discovery mechanisms, and failure domain
    containment through circuit-breakers. A vital read for architects planning monolithic-to-microservices
    migrations under modern Kubernetes-centric infrastructures.
  language: English
  resource_type: Technical Article
  complexity: Advanced
  hierarchy:
  - Architecture Patterns
  - Microservices
  - Cloud-Native Infrastructure
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'techerati.com: Microservices in the Cloud-Native Era'
  addition_method: manual
  v2_locations:
  - introduction.md
https://thomasthornton.cloud/conditional-variables-in-azure-devops-pipelines:
  description: ''
  status: online
  last_checked: 1781432462.54855
  year: '2022'
  stars: 0
  ai_summary: Detailed evaluation of configuring dynamic and conditional variable
    expressions within Azure DevOps YAML pipelines. By utilizing built-in pipeline
    expressions, developers can adjust variable values based on source branch, trigger
    conditions, or build parameters. This capability promotes DRY (Don't Repeat Yourself)
    practices and allows high levels of pipeline reuse across different environments.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - CI/CD Platforms
  - Azure DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'thomasthornton.cloud: Conditional Variables in Azure DevOps Pipelines'
  addition_method: manual
  v2_locations:
  - azure.md
https://thomasthornton.cloud/adding-pull-request-comments-to-azure-devops-repo-from-azure-devops-pipelines:
  description: ''
  status: online
  last_checked: 1781432463.837586
  year: '2022'
  stars: 0
  ai_summary: Step-by-step automation guide showing how to programmatically publish
    comments back to Azure DevOps pull requests directly from active CI pipelines.
    Using the Azure DevOps REST API or CLI within pipeline stages, teams can auto-post
    code quality summaries, terraform plans, or security scanner findings. This approach
    shortens the feedback loop for developers and streamlines team review processes.
  language: YAML
  resource_type: Technical Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - CI/CD Platforms
  - Azure DevOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'thomasthornton.cloud: Adding pull-request comments to Azure DevOps Repo
    from Azure DevOps Pipelines'
  addition_method: manual
  v2_locations:
  - azure.md
https://code.tutsplus.com/rest-vs-grpc-battle-of-the-apis--cms-30711t:
  description: ''
  status: online
  last_checked: 1781735866.08307
  year: '2020'
  stars: 3
  ai_summary: Curator Insight presents this as a direct technical showdown. Live Grounding
    details the underlying HTTP/2 multiplexing advantage of gRPC versus HTTP/1.1 REST
    patterns. This guide provides concrete latency, serialization (Protobuf), and
    performance benchmarks crucial for microservices architects.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Architecture
  - Inter-Service Communication
  - Protocols
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'REST vs. gRPC: Battle of the APIs'
  addition_method: manual
  v2_locations:
  - api.md
https://blog.axway.com/learning-center/apis/api-management/what-is-api-management:
  description: ''
  status: online
  last_checked: 1781735867.143235
  year: '2022'
  stars: 1
  ai_summary: Curator Insight focuses on the operational oversight of APIs. Live Grounding
    confirms the resource details the full lifecycle of API management, including
    policy enforcement, rate limiting, and analytics. It provides architects with
    foundational criteria for evaluating enterprise-grade API gateways.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Architecture
  - API Management
  - Lifecycle
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'axway.com: What is API Management?'
  addition_method: manual
  v2_locations:
  - api.md
https://blog.axway.com/learning-center/apis/basics/different-types-apis:
  description: ''
  status: online
  last_checked: 1781735867.746809
  year: '2021'
  stars: 2
  ai_summary: Curator Insight identifies this as a categorization guide. Live Grounding
    reveals a deep breakdown of open, partner, and internal APIs, along with architectural
    styles like REST, GraphQL, and gRPC. It is a key reference for establishing service-to-service
    governance rules.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Architecture
  - API Management
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "apifriends.com: What are the different types of APIs? \U0001F31F"
  addition_method: manual
  v2_locations:
  - api.md
https://blog.axway.com/learning-center/apis/basics/what-is-an-api:
  description: ''
  status: online
  last_checked: 1781735867.819915
  year: '2021'
  stars: 0
  ai_summary: Curator Insight highlights this resource as an entry point for understanding
    API fundamentals. Live Grounding verifies it details REST, SOAP, and RPC protocols
    with clear architectural trade-offs. It serves as an educational starting point
    for cloud-native developers navigating API design patterns.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Application Architecture
  - API Management
  - Fundamentals
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'apifriends.com: What is an API?'
  addition_method: manual
  v2_locations:
  - api.md
https://www.blazemeter.com/blog/devops-best-practices-testing:
  description: ''
  status: online
  last_checked: 1781735875.896311
  year: '2019'
  stars: 1
  ai_summary: Curator Insight emphasizes the DevOps efficiency gains using AWS-native
    pipelines. Live Grounding demonstrates how the platform automates continuous integration,
    integrates performance testing tools like BlazeMeter, and reduces manual deployment
    risk. It serves as a practical blueprint for cloud-native delivery.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Cloud-Native Delivery
  - AWS
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'blazemeter.com: Three Ways DevOps Benefit from AWS CodePipeline'
  addition_method: manual
  v2_locations:
  - aws-devops.md
https://stackoverflow.com/questions/52337851/how-to-define-buildconfig-object-with-jenkins-and-openshift:
  description: ''
  status: online
  last_checked: 1781735920.609296
  year: '2018'
  stars: 1
  ai_summary: Curator Insight addresses automated OpenShift build pipelines. Live
    Grounding details the precise YAML and Jenkins pipeline syntax needed to safely
    trigger BuildConfig objects from external CI nodes. It remains highly relevant
    for legacy Jenkins-to-OpenShift integrations.
  language: English
  resource_type: Q&A
  complexity: Advanced
  hierarchy:
  - CI-CD
  - Platform-as-a-Service
  - OpenShift
  tags:
  - '[LEGACY]'
  is_microservice: false
  title: 'stackoverflow: How to define BuildConfig object with Jenkins and openshift'
  addition_method: manual
  v2_locations:
  - demos.md
https://resources.axway.com:
  description: ''
  status: online
  last_checked: 1781735922.194703
  year: '2022'
  stars: 1
  ai_summary: Curator Insight positions this as Axway's resource repository. Live
    Grounding shows it serves as an enterprise catalog containing whitepapers, technical
    case studies, and integration blueprints. It is best utilized for scoping architectural
    patterns across multi-cloud enterprise setups.
  language: English
  resource_type: Portal
  complexity: Beginner
  hierarchy:
  - Application Architecture
  - Enterprise Integration
  - Resources
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: axway.com/digitize
  addition_method: manual
  v2_locations:
  - developerportals.md
https://blog.axway.com/learning-center/apis/basics/full-lifecycle-api-management:
  description: ''
  status: online
  last_checked: 1781735922.527557
  year: '2021'
  stars: 2
  ai_summary: Curator Insight introduces Axway's enterprise-grade API suite. Live
    Grounding verifies that full-lifecycle API management coordinates API design,
    discovery, security, and usage monitoring under a unified management plane. It
    acts as a de facto reference for corporate digital transformation plans.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Architecture
  - API Management
  - Platform Solutions
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Axway API Management
  addition_method: manual
  v2_locations:
  - developerportals.md
https://justinpolidori.com/posts/20220116_sign_images_with_cosign_and_verify_with_gatekeeper:
  description: ''
  status: online
  last_checked: 1781735924.483997
  year: '2022'
  stars: 4
  ai_summary: Curator Insight introduces cryptographic supply chain signing. Live
    Grounding validates that combining Sigstore Cosign with OPA Gatekeeper enables
    strict admissions-control validation of signed OCI containers. This setup forms
    the bedrock of zero-trust Kubernetes cluster pipelines.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Security
  - Software Supply Chain
  - Policy Enforcement
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: 'justinpolidori.it: Secure Your Docker Images With Cosign (and OPA Gatekeeper)'
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.puppet.com:
  description: ''
  status: online
  last_checked: 1781735924.485214
  year: '2021'
  stars: 1
  ai_summary: Curator Insight positions Relay as an event-driven DevOps automated
    response system. Live Grounding reveals that while Puppet has shifted its core
    focus, Relay pioneered trigger-based cloud infrastructure remediation workflows.
    It offers valuable historical design insights for serverless runbook systems.
  language: English
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Operations
  - Automation
  - Workflow Engines
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Relay
  addition_method: manual
  v2_locations:
  - devops-tools.md
https://portworx.com/blog/implementing-data-security-on-red-hat-openshift:
  description: ''
  status: online
  last_checked: 1781735925.114717
  year: '2021'
  stars: 4
  ai_summary: Curator Insight targets stateful application protection. Live Grounding
    displays how Portworx delivers hardware-level encryption, granular RBAC, and secure
    key-management integrations on Red Hat OpenShift. It provides a robust architecture
    for strict financial or healthcare compliance criteria.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Storage
  - Enterprise Storage
  - OpenShift
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: "portworx.com: Implementing Data Security on Red Hat OpenShift \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://www.tigera.io/project-calico:
  description: ''
  status: online
  last_checked: 1781736024.199302
  year: '2026'
  stars: 5
  ai_summary: Curator Insight flags Calico as an industry-standard networking engine.
    Live Grounding reviews its implementation of eBPF and standard Linux iptables
    routing schemes to enforce high-performance network security. It remains an absolute
    standard for zero-trust workloads.
  language: English
  resource_type: Project
  complexity: Advanced
  hierarchy:
  - Kubernetes Networking
  - CNI Plugins
  - Security Policy
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  title: "Project Calico \U0001F31F"
  addition_method: manual
  v2_locations:
  - devsecops.md
https://labs.iximiuz.com/tutorials/docker-run-vs-attach-vs-exec:
  description: ''
  status: online
  last_checked: 1781735928.941041
  year: '2021'
  stars: 4
  ai_summary: Curator Insight breaks down fundamental OCI execution flags. Live Grounding
    highlights the difference between attaching to a main container process (TTY/STDIN
    sharing) and starting an independent debug process via exec. Essential reading
    for system level container operations.
  language: English
  resource_type: Interactive Tutorial
  complexity: Intermediate
  hierarchy:
  - Containerization
  - Fundamentals
  - Container Runtimes
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  title: 'iximiuz.com: Containers 101: attach vs. exec - what''s the difference?'
  addition_method: manual
  v2_locations:
  - docker.md
https://www.docker.com:
  description: ''
  status: online
  last_checked: 1781735938.360313
  year: '2021'
  stars: 3
  ai_summary: Curator Insight focuses on solving local-to-remote debugging loops.
    Live Grounding highlights how the Telepresence integration routes traffic between
    local Docker containers and active Kubernetes environments. It facilitates near-zero
    friction testing for distributed development squads.
  language: English
  resource_type: Announcement
  complexity: Intermediate
  hierarchy:
  - Kubernetes Development
  - Local Environments
  - Testing Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: "docker.com: Docker and Ambassador Labs Announce Telepresence for Docker,
    Improving the Kubernetes Development Experience \U0001F31F"
  addition_method: manual
  v2_locations:
  - docker.md
https://www.docker.com/blog:
  description: ''
  status: online
  last_checked: 1781736011.975548
  year: '2020'
  stars: 3
  ai_summary: Curator Insight outlines production orchestration methodologies. Live
    Grounding reviews security boundary configuration, container lifecycle tracking,
    and host performance balancing. Best suited for teams mapping their early-stage
    infrastructure migrations.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes Cluster Operations
  - Production Readiness
  - Ecosystem
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: 'docker.com: Kubernetes in Production Environments'
  addition_method: manual
  v2_locations:
  - docker.md
? https://examples.javacodegeeks.com/java-development/enterprise-java/spring/tomcat-vs-jetty-vs-undertow-comparison-of-spring-boot-embedded-servlet-containers
: description: ''
  status: online
  last_checked: 1781735941.406322
  year: '2019'
  stars: 3
  ai_summary: Curator Insight compares Java microservices web engines. Live Grounding
    parses resource footprints, non-blocking I/O support, and throughput capacity
    benchmarks between Tomcat, Jetty, and Undertow. Essential for microservices tuning
    when running inside standard OCI wrappers.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Architecture
  - Runtime Environments
  - JVM Containers
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'Tomcat vs. Jetty vs. Undertow: Comparison of Spring Boot Embedded Servlet
    Containers'
  addition_method: manual
  v2_locations:
  - embedded-servlet-containers.md
https://mergify.com:
  description: ''
  status: online
  last_checked: 1781735950.213624
  year: '2026'
  stars: 4
  ai_summary: Curator Insight showcases automated pull request workflows. Live Grounding
    reveals a sophisticated automation engine that handles conditional merging, queue
    scheduling, and branch rebase synchronization on GitHub. It minimizes human bottlenecks
    during continuous deployment cycles.
  language: English
  resource_type: Service
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Developer Operations
  - Automation
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: mergify.io
  addition_method: manual
  v2_locations:
  - git.md
https://www.cncf.io/blog/2021/03/23/quick-application-deployments-on-microk8s-using-helm-charts:
  description: ''
  status: online
  last_checked: 1781735950.478631
  year: '2021'
  stars: 3
  ai_summary: Curator Insight explores lightweight Kubernetes distributions. Live
    Grounding shows how combining MicroK8s' single-command setup with Helm deployments
    yields ultra-fast feedback loops for edge computing and local testing. Essential
    for local testing scenarios.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes Environments
  - Edge and IoT
  - MicroK8s
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'cncf.io: Quick application deployments on MicroK8s using Helm Charts'
  addition_method: manual
  v2_locations:
  - helm.md
https://hackandslash.blog/how-to-create-custom-helm-charts:
  description: ''
  status: online
  last_checked: 1781735950.910295
  year: '2021'
  stars: 3
  ai_summary: Curator Insight offers a deep-dive tutorial into templating. Live Grounding
    details how to construct, parameterize, and lint Helm templates for microservices
    deployments. Perfect for platform engineers moving from static YAML to dynamic
    definitions.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - Kubernetes Orchestration
  - Package Management
  - Helm
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: "mbbaig.blog: How to create custom Helm charts \U0001F31F"
  addition_method: manual
  v2_locations:
  - helm.md
https://dzone.com/articles/microservices-anti-patterns:
  description: ''
  status: online
  last_checked: 1781735973.838417
  year: '2018'
  stars: 3
  ai_summary: Curator Insight dissects common architectural pitfalls in distributed
    systems. Live Grounding analyzes anti-patterns such as the 'Distributed Monolith',
    hardcoded network locations, and shared databases. It offers structural refactoring
    paths crucial for microservice transitions.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Application Architecture
  - Microservices
  - Design Patterns
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'developer.com: Overcoming the Common Microservices Anti-Patterns'
  addition_method: manual
  v2_locations:
  - introduction.md
https://www.blazemeter.com/blog:
  description: ''
  status: online
  last_checked: 1781735992.083894
  year: '2018'
  stars: 1
  ai_summary: Curator Insight highlights the core modular capabilities of Jenkins.
    Live Grounding lists popular plugins for pipeline visualization, Git integration,
    and test suite automation. Primarily valuable for retrofitting older enterprise
    pipelines.
  language: English
  resource_type: Blog Post
  complexity: Intermediate
  hierarchy:
  - CI-CD
  - Developer Operations
  - Jenkins
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'blazemeter.com: Top Jenkins Plugins You Can’t Miss in 2018'
  addition_method: manual
  v2_locations:
  - jenkins.md
https://portworx.com/products/portworx-backup:
  description: ''
  status: online
  last_checked: 1781736003.454614
  year: '2026'
  stars: 4
  ai_summary: Curator Insight presents a dedicated backup manager for stateful pods.
    Live Grounding validates PX-Backup's ability to offer application-consistent backups,
    multi-cloud cross-cluster migrations, and instantaneous disaster recovery schedules.
    It is a premium product for compliance-driven stateful setups.
  language: English
  resource_type: Product
  complexity: Advanced
  hierarchy:
  - Kubernetes Storage
  - Backup and Recovery
  - Disaster Recovery
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: PX-Backup
  addition_method: manual
  v2_locations:
  - kubernetes-backup-migrations.md
https://portworx.com/blog/how-to-backup-and-restore-elasticsearch-on-kubernetes:
  description: ''
  status: online
  last_checked: 1781736012.833892
  year: '2021'
  stars: 3
  ai_summary: Curator Insight explores distributed database safety. Live Grounding
    demonstrates how to snapshot stateful Elasticsearch clusters running inside Kubernetes
    without causing data loss or node downtime. A concrete manual for database administrators.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Storage
  - Database Operations
  - Elasticsearch
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'portworx.com: How to backup and restore Elasticsearch on Kubernetes'
  addition_method: manual
  v2_locations:
  - kubernetes-monitoring.md
https://eevans.co/blog/deconstructing-kubernetes-networking/index.html:
  description: ''
  status: online
  last_checked: 1781736022.56674
  year: '2019'
  stars: 4
  ai_summary: Curator Insight presents an exceptional architectural breakdown of the
    CNI layer. Live Grounding traces the packet path from Container-to-Container,
    Pod-to-Pod, and Pod-to-Service using concrete routing and Linux network namespace
    constructs. Highly technical and illuminating.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Networking
  - Deep Dive
  - Packet Flow
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: 'eevans.co: Deconstructing Kubernetes Networking'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.apptio.com/blog/kubernetes-kops/?src=kc-blog:
  description: ''
  status: online
  last_checked: 1781736023.088845
  year: '2021'
  stars: 3
  ai_summary: Curator Insight introduces programmatic cluster deployment. Live Grounding
    illustrates kOps-driven state configurations and asset automation on cloud providers.
    Useful for architects demanding self-managed declarative control over AWS instances.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Provisioning
  - Cluster Lifecycle
  - kOps
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'blog.kubecost.com: Kubernetes kOps: Step-By-Step Example & Alternatives'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.tigera.io/blog/advertising-kubernetes-service-ips-with-calico-and-bgp:
  description: ''
  status: online
  last_checked: 1781736023.830566
  year: '2021'
  stars: 4
  ai_summary: Curator Insight maps Kubernetes services straight to external routers.
    Live Grounding demonstrates how Calico utilizes BGP to advertise Service ClusterIPs
    and LoadBalancer IPs outside the cluster. A vital reference for bare-metal integrations.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Networking
  - Advanced Routing
  - BGP
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: 'projectcalico.org: Advertising Kubernetes Service IPs with Calico and BGP'
  addition_method: manual
  v2_locations:
  - kubernetes-networking.md
https://www.cncf.io/online-programs/deploying-kubernetes-to-bare-metal-using-cluster-api:
  description: ''
  status: online
  last_checked: 1781736026.577864
  year: '2020'
  stars: 4
  ai_summary: Curator Insight details cluster bootstrapping mechanics. Live Grounding
    analyzes the utilization of the Cluster API (CAPI) declarative model to manage
    bare-metal infrastructure. Highly strategic for on-premises hybrid-cloud operations.
  language: English
  resource_type: Webinar
  complexity: Advanced
  hierarchy:
  - Kubernetes Provisioning
  - Cluster Lifecycle
  - Cluster API
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: 'cncf.io webinar: Deploying Kubernetes to bare metal using cluster API'
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.itwonderlab.com/ansible-kubernetes-vagrant-tutorial:
  description: ''
  status: online
  last_checked: 1781736027.034988
  year: '2021'
  stars: 4
  ai_summary: Curator Insight presents an automated multi-node testing setup. Live
    Grounding provides high-grade Ansible playbooks coupled with Vagrant VMs running
    containerd. Highly useful for local multi-node cluster prototyping.
  language: English
  resource_type: Tutorial
  complexity: Intermediate
  hierarchy:
  - Kubernetes Provisioning
  - Local Environments
  - Infrastructure-as-Code
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  title: "itwonderlab.com: Kubernetes Cluster using Vagrant and Ansible with Containerd
    (in 3 minutes) \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes-on-premise.md
https://www.doit.com/blog:
  description: ''
  status: online
  last_checked: 1781736079.35775
  year: '2021'
  stars: 4
  ai_summary: Curator Insight targets global high-availability traffic setups. Live
    Grounding explains GKE Multi-Cluster Ingress (MCI) and Multi-Cluster Gateway architectures.
    Extremely helpful for architects designing resilient global multi-region applications.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Networking
  - Multi-Cluster
  - Load Balancing
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: true
  title: 'blog.doit-intl.com: How to Set Up Multi-Cluster Load Balancing with GKE'
  addition_method: manual
  v2_locations:
  - managed-kubernetes-in-public-cloud.md
https://enclaver.io/docs/0.x/getting-started:
  description: ''
  status: online
  last_checked: 1781736081.41948
  year: '2022'
  stars: 3
  ai_summary: Curator Insight points to Enclaver's getting started guides. Live Grounding
    explains how Enclaver packages OCI containers into highly secure, isolated enclave
    images (e.g., AWS Nitro Enclaves). It provides a concrete bridge between container
    delivery and confidential computing.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Security
  - Confidential Computing
  - Enclaves
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'programmer.ink: Maven scaffolding best practices'
  addition_method: manual
  v2_locations:
  - maven-gradle.md
https://blog.axway.com/learning-center/apis/api-management/whats-ipaas:
  description: ''
  status: online
  last_checked: 1781736082.450958
  year: '2021'
  stars: 2
  ai_summary: Curator Insight defines Integration Platform as a Service (iPaaS). Live
    Grounding details how iPaaS orchestrates workflows across cloud and on-premises
    environments, acting as a high-density hub for enterprise integration. Crucial
    for understanding legacy modernization routes.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Architecture
  - Enterprise Integration
  - iPaaS
  tags:
  - '[LEGACY]'
  is_microservice: false
  title: 'blog.axway.com: What is iPaaS?'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://dzone.com/articles/event-driven-microservices-1:
  description: ''
  status: online
  last_checked: 1781736083.294214
  year: '2018'
  stars: 3
  ai_summary: Curator Insight reviews async architectural decoupling. Live Grounding
    defines event state tracking, message brokers, and transactional outbox patterns.
    It acts as a clear reference guide for moving away from brittle synchronous HTTP
    calls.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Application Architecture
  - Microservices
  - Event-Driven
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: true
  title: 'developer.com: An Introduction to Event Driven Microservices'
  addition_method: manual
  v2_locations:
  - message-queue.md
https://sciencelogic.com/platform/skylar-advisor:
  description: ''
  status: online
  last_checked: 1781736245.080064
  year: '2023'
  stars: 3
  ai_summary: Curator Insight outlines automated root-cause analysis. Live Grounding
    shows that Zebrium, now integrated into ScienceLogic as Skylar Advisor, uses unsupervised
    machine learning to detect anomalies in massive multi-system log flows. It serves
    as an automated debugging aid.
  language: English
  resource_type: Service
  complexity: Advanced
  hierarchy:
  - Observability
  - AIOps
  - Log Analysis
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: Zebrium
  addition_method: manual
  v2_locations:
  - devops.md
https://portworx.com/blog/run-ha-elasticsearch-elk-red-hat-openshift:
  description: ''
  status: online
  last_checked: 1781736112.841796
  year: '2021'
  stars: 3
  ai_summary: Curator Insight targets high-availability ELK stack patterns. Live Grounding
    outlines storage volume pairing, stateful replication rules, and failover topologies
    specific to OpenShift. A crucial reference for running enterprise log stacks safely.
  language: English
  resource_type: Blog Post
  complexity: Advanced
  hierarchy:
  - Kubernetes Storage
  - Database Operations
  - OpenShift
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: How to Run HA Elasticsearch (ELK) on Red Hat OpenShift
  addition_method: manual
  v2_locations:
  - ocp3.md
https://www.blazemeter.com/blog/open-source-load-testing-tools:
  description: ''
  status: online
  last_checked: 1781736122.799493
  year: '2023'
  stars: 3
  ai_summary: A comprehensive comparison of open-source load testing utilities including
    JMeter, Locust, and k6. The guide evaluates key selection criteria such as protocol
    support, scripting language, and distributed execution capabilities. It assists
    infrastructure and quality engineers in selecting the optimal performance verification
    framework.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Quality Engineering
  - Performance Testing
  - Open Source Tools
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'blazemeter.com: Open Source Load Testing Tools: Which One Should You Use?'
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://www.blazemeter.com/blog/continuous-integration-jenkins:
  description: ''
  status: online
  last_checked: 1781736133.065091
  year: '2022'
  stars: 4
  ai_summary: Step-by-step technical guide for integrating Apache JMeter load tests
    within Jenkins CI/CD pipelines. Explains performance threshold configuration,
    dynamic build promotion, and reporting plugins. Highly valuable for establishing
    automated performance regression gates in automated delivery cycles.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - CI-CD Platforms
  - Jenkins
  - Performance Integration
  tags:
  - '[ENTERPRISE-STABLE]'
  - '[GUIDE]'
  is_microservice: false
  title: "Blazemeter.com: Continuous Integration 101 - How to run Jmeter with jenkins
    \U0001F31F"
  addition_method: manual
  v2_locations:
  - performance-testing-with-jenkins-and-jmeter.md
https://portworx.com/blog/kubernetes-backup-monitoring:
  description: ''
  status: online
  last_checked: 1781736134.077838
  year: '2023'
  stars: 3
  ai_summary: Technical overview of configuring Prometheus and Grafana to monitor
    stateful backup operations within Kubernetes. Evaluates critical operational metrics
    such as recovery point objective (RPO) compliance, storage utilization, and backup
    job failures. Crucial for operations teams managing enterprise-grade database
    persistence on Kubernetes.
  language: English
  resource_type: Article
  complexity: Advanced
  hierarchy:
  - Data Management
  - Kubernetes Storage
  - Backup Monitoring
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'portworx.com: Monitoring Kubernetes Backup with Prometheus and Grafana'
  addition_method: manual
  v2_locations:
  - prometheus.md
https://stackoverflow.com/questions/8087184/installing-python-3-on-rhel:
  description: ''
  status: online
  last_checked: 1781736143.618474
  year: '2012'
  stars: 4
  ai_summary: Highly referenced community StackOverflow discussion outlining strategies
    and troubleshooting methods for compiling and installing Python 3 on RHEL environments.
    Addresses library dependency resolution and alternative package repositories like
    SCL. Essential historical reference for systems administrators managing enterprise
    Linux boxes.
  language: English
  resource_type: Q&A
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Operating Systems
  - Red Hat Enterprise Linux
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: "stackoverflow: Problems installing python3 on RHEL \U0001F31F"
  addition_method: manual
  v2_locations:
  - python.md
https://nubenetes.com/azure:
  description: ''
  status: online
  last_checked: 1781736153.998566
  year: '2026'
  stars: 4
  ai_summary: Specialized gateway and reference documentation for enforcing structural
    compliance, resource auditing, and governance across Azure resource environments.
    Explains custom definition policies, policy initiatives, and automated remediation
    workflows. Critical reference for maintaining operational guardrails in enterprise
    cloud architectures.
  language: English
  resource_type: Documentation
  complexity: Advanced
  hierarchy:
  - Public Cloud
  - Azure Integration
  - Cloud Governance
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: Azure Policy
  addition_method: manual
  v2_locations:
  - securityascode.md
https://justinpolidori.com/posts/20220611_vcluster_auth:
  description: ''
  status: online
  last_checked: 1781736154.113958
  year: '2022'
  stars: 3
  ai_summary: Deep technical walkthrough explaining the integration of Dex as an identity
    broker with LDAP to secure virtualized Kubernetes clusters (vcluster/K3s). Explains
    certificate handling, downstream cluster federation, and RBAC mapping. Solves
    complex multi-tenant enterprise identity requirements in high-density development
    environments.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Platform Engineering
  - Virtual Clusters
  - Identity and Access Management
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'justinpolidori.it: LDAP authentication with Dex on Kubernetes with Vcluster
    (K3S)'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.apptio.com/blog/rancher-vs-kubernetes/?src=kc-blog:
  description: ''
  status: online
  last_checked: 1781736154.651639
  year: '2023'
  stars: 3
  ai_summary: Informative analysis clarifying the distinction between raw Kubernetes
    and multi-cluster orchestration management via Rancher. Details how Rancher operates
    on top of standard distributions to provide unified authentication, security compliance,
    and application catalog features. Excellent material for platform architects planning
    enterprise-wide cluster control planes.
  language: English
  resource_type: Comparison
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Multi-Cluster Management
  - Rancher vs K8s
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'blog.kubecost.com: Rancher vs Kubernetes: It’s not either or'
  addition_method: manual
  v2_locations:
  - rancher.md
https://www.rancher.academy:
  description: ''
  status: online
  last_checked: 1781736154.799739
  year: '2025'
  stars: 5
  ai_summary: Official educational platform providing comprehensive training, labs,
    and certification programs for SUSE Rancher, K3s, and global multi-cluster enterprise
    deployments. Guides practitioners through structural best practices for platform
    engineering, security, and edge operations. Recommended for engineers targeting
    certified Rancher competencies.
  language: English
  resource_type: Training
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Education and Training
  - Multi-Cluster Management
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  title: "Rancher Academy \U0001F31F"
  addition_method: manual
  v2_locations:
  - rancher.md
https://vmblog.com/bylines/the-rise-of-modern-day-kubernetes-operations:
  description: ''
  status: online
  last_checked: 1781736181.744722
  year: '2022'
  stars: 3
  ai_summary: Industry insight analyzing the evolution of Day-2 Kubernetes operations,
    tracking the rise of automated cluster lifecycle tooling, declarative configuration
    management, and developer self-service. Explains the transition from manual infrastructure
    administration to modern DevOps and platform engineering paradigms.
  language: English
  resource_type: Article
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Kubernetes Day 2
  - Operational Excellence
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'vmblog.com: The Rise of Modern Day Kubernetes Operations'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.cncf.io/training/certification/software-conformance:
  description: ''
  status: online
  last_checked: 1781736190.780914
  year: '2026'
  stars: 4
  ai_summary: Official CNCF conformance page for checking Certified Kubernetes distributions,
    installers, and hosted platforms. Guarantees interoperability and conformance
    with Kubernetes APIs across diverse clouds and private infrastructures. Important
    directory for verified enterprise-level stack selection.
  language: English
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Container Orchestration
  - Industry Standards
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: Certified Kubernetes offerings
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.tigera.io/blog/using-kubernetes-to-orchestrate-vms:
  description: ''
  status: online
  last_checked: 1781736191.335933
  year: '2021'
  stars: 3
  ai_summary: Technical exploration of integrating Calico CNI with Kubernetes virtual
    machine orchestrators like KubeVirt. Demonstrates how to apply unified, declarative
    network security policies across legacy virtual machines and modern microservice
    pods. Bridges the gap for unified network topology management in hybrid environments.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Infrastructure
  - Hyperconverged Infrastructure
  - Network Security
  tags:
  - '[GUIDE]'
  - '[LEGACY]'
  is_microservice: true
  title: 'projectcalico.org: Using Kubernetes to orchestrate VMs'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://storageclass.info/drivers:
  description: ''
  status: online
  last_checked: 1781736200.848778
  year: '2025'
  stars: 4
  ai_summary: An exhaustive, searchable reference database listing Kubernetes Container
    Storage Interface (CSI) drivers and storage providers. Helps engineers evaluate
    capability matrices, dynamic provisioning options, snapshot support, and multi-cloud
    volume attachments. Essential directory for matching platform storage needs with
    verified solutions.
  language: English
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Cloud Native Storage
  - CSI Drivers
  - Reference Inventories
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: Searchable list of Kubernetes Storage Providers
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.apptio.com/topics/kubernetes/labels/?src=kc-blog:
  description: ''
  status: online
  last_checked: 1781736211.630787
  year: '2023'
  stars: 3
  ai_summary: Practical engineering guide reviewing how Kubernetes labels, annotations,
    and selectors form the foundation of service discovery, deployment organization,
    and network routing. Provides optimal tagging schemas for microservice deployments,
    cost allocation, and multi-tenant filtering.
  language: English
  resource_type: Guide
  complexity: Beginner
  hierarchy:
  - Configuration Management
  - Declarative Deployments
  - Labels and Selectors
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: true
  title: 'blog.kubecost.com: The Guide to Kubernetes Labels'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.cncf.io/training/certification/ckad:
  description: ''
  status: online
  last_checked: 1781736221.414426
  year: '2026'
  stars: 5
  ai_summary: Official CNCF training and certification page for the Certified Kubernetes
    Application Developer (CKAD) program. Validates a developer's hands-on ability
    to build, configure, expose, and troubleshoot cloud-native applications on standard
    Kubernetes engines. Globally recognized standard for application developers in
    modern platforms.
  language: English
  resource_type: Training
  complexity: Intermediate
  hierarchy:
  - Platform Engineering
  - Education and Training
  - CKAD
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: true
  title: 'cncf.io: Certified Kubernetes Application Developer (CKAD)'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.apptio.com/topics/kubernetes/aks-cost/?src=kc-blog:
  description: ''
  status: online
  last_checked: 1781736221.909629
  year: '2023'
  stars: 3
  ai_summary: Integration handbook addressing architectural steps to run Kubecost
    on Azure Kubernetes Service (AKS). Guides administrators through Azure account
    credentials integration, spot instance cost estimation, and corporate cost-governance
    reporting within Azure environments.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Financial Operations
  - Azure Integration
  - Kubernetes FinOps
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'blog.kubecost.com: AKS Cost Monitoring and Governance With Kubecost'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.apptio.com/products/kubecost/?src=kc-com:
  description: ''
  status: online
  last_checked: 1781736221.912108
  year: '2026'
  stars: 5
  ai_summary: The industry-standard real-time resource cost allocation and observability
    tool for multi-cluster environments. Seamlessly integrates with cloud APIs and
    Prometheus metrics to calculate granular cluster spend down to the namespace,
    deployment, and label level. Empowers engineering teams with automated optimization
    strategies and runaway cost alerts.
  language: English
  resource_type: Tool
  complexity: Intermediate
  hierarchy:
  - Financial Operations
  - Kubernetes FinOps
  - Cost Management
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  title: "Kubecost \U0001F31F"
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.apptio.com/topics/kubernetes/node-affinity/?src=kc-blog:
  description: ''
  status: online
  last_checked: 1781736221.912699
  year: '2023'
  stars: 3
  ai_summary: Deep dive tutorial exploring Kubernetes scheduling constraints, with
    special focus on node affinity, node anti-affinity, and node selectors. Explains
    soft vs hard constraints (preferredDuringScheduling and requiredDuringScheduling)
    with concrete, production-grade YAML snippets.
  language: English
  resource_type: Guide
  complexity: Intermediate
  hierarchy:
  - Scheduling and Eviction
  - Advanced Scheduling
  - Node Affinity
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'blog.kubecost.com: Kubernetes node affinity: examples & instructions'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://www.apptio.com/blog-devops/?src=kc-blog:
  description: ''
  status: online
  last_checked: 1781736222.131324
  year: '2021'
  stars: 2
  ai_summary: Historic coverage highlighting Kubecost's strategic venture backing
    to scale operational efforts and meet the explosive demand for FinOps tooling
    within Kubernetes networks. Summarizes market drivers leading to cloud-native
    expense monitoring as a critical corporate focus area.
  language: English
  resource_type: News
  complexity: Beginner
  hierarchy:
  - Financial Operations
  - Kubernetes FinOps
  - Industry News
  tags:
  - '[COMMUNITY-TOOL]'
  is_microservice: false
  title: 'blog.kubecost.com: Kubecost raises $5.5 million to help teams monitor and
    reduce their Kubernetes spend'
  addition_method: manual
  v2_locations:
  - kubernetes.md
https://portworx.com/blog/automating-kubernetes-data-management-with-gitops-autopilot:
  description: ''
  status: online
  last_checked: 1781736235.537627
  year: '2022'
  stars: 3
  ai_summary: Explores Portworx Autopilot functionality in orchestrating automated
    volume capacity expansion and lifecycle data management using declarative GitOps
    models. Details how platform operators can automate storage provisioning dynamically
    based on real-time traffic demand, avoiding manual resizing overheads.
  language: English
  resource_type: Guide
  complexity: Advanced
  hierarchy:
  - Data Management
  - Kubernetes Storage
  - GitOps Storage
  tags:
  - '[COMMUNITY-TOOL]'
  - '[GUIDE]'
  is_microservice: false
  title: 'portworx.com: Automating Kubernetes Data Management with GitOps & AutoPilot'
  addition_method: manual
  v2_locations:
  - gitops.md
https://www.puppet.com/resources/state-of-devops-report:
  description: ''
  status: online
  last_checked: 1781736235.85888
  year: '2021'
  stars: 4
  ai_summary: Landmark research report outlining DevOps adoption phases, focusing
    on the critical role of platform engineering and self-service capabilities in
    accelerating organizational maturity. Delivers quantifiable performance metrics
    comparing elite, high, and low performing technical teams worldwide. Highly valuable
    resource for strategic cloud planning.
  language: English
  resource_type: Report
  complexity: Intermediate
  hierarchy:
  - Management and Strategy
  - DevOps Culture
  - Industry Reports
  tags:
  - '[CASE STUDY]'
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: "puppet.com: The 2021 State of DevOps Report is here! \U0001F31F"
  addition_method: manual
  v2_locations:
  - devops.md
https://vadimkravcenko.com/shorts/promotion-based-development:
  description: ''
  status: online
  last_checked: 1781736244.748004
  year: '2023'
  stars: 4
  ai_summary: A thought-provoking critique of development environments where promotion
    tracks heavily incentivize complex over-engineering and short-term visibility
    tasks rather than long-term architectural stability. Warns against standard architectural
    anti-patterns created by misaligned individual KPIs. Highly valuable reading for
    engineering leadership.
  language: English
  resource_type: Article
  complexity: Beginner
  hierarchy:
  - Management and Strategy
  - Engineering Culture
  - Career Development
  tags:
  - '[ENTERPRISE-STABLE]'
  is_microservice: false
  title: 'Promotion-Based Development: A Fast Track to Mediocrity'
  addition_method: manual
  v2_locations:
  - project-management-methodology.md
https://docs.gitlab.com/ee/ci:
  hierarchy:
  - Automation & Orchestration
  - CI/CD and Pipelines
  - GitLab CI
  title: GitLab CI/CD
  stars: 5
  ai_summary: Built-in continuous integration and delivery engine of GitLab, supporting
    declarative YAML pipeline specifications.
  status: online
  v1_locations:
  - docs/about.md
  tags:
  - '[DE FACTO STANDARD]'
  v2_locations:
  - about.md
https://learn.microsoft.com/en-us/azure/devops/pipelines:
  hierarchy:
  - Automation & Orchestration
  - CI/CD and Pipelines
  - Azure Pipelines
  title: Azure Pipelines
  stars: 4
  ai_summary: Cloud-hosted CI/CD pipeline service by Microsoft, supporting both Windows,
    Linux, and macOS environments.
  status: online
  v1_locations:
  - docs/about.md
  tags:
  - '[ENTERPRISE-STABLE]'
  v2_locations:
  - about.md
https://cursor.com:
  title: 'cursor.com: Cursor AI Code Editor'
  description: ''
  year: '2025'
  stars: 5
  ai_summary: The premier AI-first code editor, built as a fork of VS Code, offering
    features like Cursor Tab (smart autocomplete), Cmd+K (inline edits), Composer
    (multi-file agentic code generation), and deep codebase indexing.
  language: English
  resource_type: Software
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - IDEs
  - Cursor
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  addition_method: manual
  v1_locations:
  - docs/ai.md
  v2_locations:
  - ai.md
  last_checked: 1781788171.0213578
  health_score: 100.0
  content_hash: N/A
https://antigravity.google:
  title: 'antigravity.google: Google Antigravity Agentic Platform'
  description: ''
  year: '2026'
  stars: 5
  ai_summary: 'Google''s unified development platform and SDK (google-antigravity)
    for building, evaluating, and deploying stateful AI agents.

    Enables developers to transition from local prototype builds to secure GKE production
    environments and leverage the Gemini Enterprise Agent Platform.'
  language: Python
  resource_type: Software
  complexity: Advanced
  hierarchy:
  - AI & Agents
  - Frameworks
  - Google Cloud
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  addition_method: manual
  v1_locations:
  - docs/ai-agents-mcp.md
  v2_locations:
  - ai-agents-mcp.md
  last_checked: 1781788171.0213625
  health_score: 100.0
  content_hash: N/A
https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/overview:
  title: 'docs.anthropic.com: Claude Code CLI'
  description: ''
  year: '2025'
  stars: 5
  ai_summary: 'Anthropic''s official command-line interface (CLI) tool designed for
    autonomous agentic software engineering.

    Claude Code can read codebases, execute commands, run tests, and manage git workflows
    directly in terminal environments.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - AI & Agents
  - Environments
  - Claude
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  addition_method: manual
  v1_locations:
  - docs/ai-agents-mcp.md
  v2_locations:
  - ai-agents-mcp.md
  last_checked: 1781788171.0213647
  health_score: 100.0
  content_hash: N/A
https://githubnext.com/projects/copilot-workspace:
  title: 'githubnext.com: GitHub Copilot Workspace'
  description: ''
  year: '2025'
  stars: 5
  ai_summary: 'An agentic development environment by GitHub Next designed to orchestrate
    software changes using autonomous developer agents.

    Assists developers from specification to implementation, verification, and code
    generation across complex repositories.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - IDEs
  - GitHub Copilot
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  addition_method: manual
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  last_checked: 1781788171.021367
  health_score: 100.0
  content_hash: N/A
https://learn.microsoft.com/en-us/visualstudio/ide/copilot-agent-mode:
  title: 'learn.microsoft.com: Use Agent Mode in GitHub Copilot'
  description: ''
  year: '2025'
  stars: 5
  ai_summary: 'Official documentation for the Agent Mode inside GitHub Copilot.

    Guides developers on configuring autonomous multi-file refactoring, debugging,
    and advanced prompt engineering patterns.'
  language: English
  resource_type: Reference
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - IDEs
  - GitHub Copilot
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  addition_method: manual
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  last_checked: 1781788171.0213695
  health_score: 100.0
  content_hash: N/A
https://github.blog/enterprise-software/ci-cd/continuous-delivery-github-actions-best-practices:
  title: 'github.blog: Continuous Delivery with GitHub Actions'
  description: ''
  year: '2025'
  stars: 5
  ai_summary: 'Enterprise patterns and best practices for continuous delivery (CD)
    using GitHub Actions.

    Highlights secure credential management, least privilege, runner isolation, environment
    checks, and GITHUB_TOKEN configurations.'
  language: English
  resource_type: Blog
  complexity: Intermediate
  hierarchy:
  - Developer Productivity
  - CI/CD
  - GitHub Actions
  tags:
  - '[DE FACTO STANDARD]'
  is_microservice: false
  status: online
  addition_method: manual
  v1_locations:
  - docs/git.md
  v2_locations:
  - git.md
  last_checked: 1781788171.0213716
  health_score: 100.0
  content_hash: N/A